diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index ebf003f722..0ebe4bdc1a 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -12,139 +12,181 @@ on:
 
 jobs:
   test_rust:
-    runs-on: ubuntu-latest-8-cores 
+    runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-
-    - name: Set up Rust
-      uses: moonrepo/setup-rust@v1
-      with:
-        components: clippy, llvm-tools-preview
-        cache: false
-        channel: 'nightly'
-    
-    - name: install grcov
-      run: if ! which grcov; then cargo install grcov; fi
-
-    - name: Build Rust
-      env:
-        RUSTFLAGS: -Cinstrument-coverage
-      run: |
-        cd quadratic-core
-        cargo build
-
-    - name: Test
-      env:
-        LLVM_PROFILE_FILE: grcov-%p-%m.profraw
-        RUSTFLAGS: -Cinstrument-coverage
-      run: |
-        cd quadratic-core
-        cargo test
-
-    - name: Generate coverage
-      run: |
-        grcov $(find . -name "grcov-*.profraw" -print) \
-          --branch \
-          --ignore-not-existing \
-          --binary-path ./quadratic-core/target/debug/ \
-          -s . \
-          -t lcov \
-          --ignore "/*" \
-          --ignore "./quadratic-core/src/wasm_bindings/*" \
-          --ignore "./quadratic-core/src/bin/*" \
-          -o lcov.info
-
-    - name: Upload coverage reports to Codecov
-      uses: codecov/codecov-action@v3
-      env:
-        CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+      - uses: actions/checkout@v4
+
+      - name: Set up Rust
+        uses: moonrepo/setup-rust@v1
+        with:
+          components: clippy, llvm-tools-preview
+          cache: false
+          channel: "nightly"
+
+      - name: Install grcov
+        run: if ! which grcov; then cargo install grcov; fi
+
+      - name: Install llvm-tools-preview
+        run: if ! which llvm-tools-preview; then rustup component add llvm-tools-preview; fi
+
+      - name: Install pkg-config
+        if: github.runner.isHosted == true
+        run: |
+          sudo apt-get update
+          sudo apt-get install -y pkg-config
+
+      - name: Build quadratic-core
+        env:
+          RUSTFLAGS: -Cinstrument-coverage
+        run: |
+          cd quadratic-core
+          cargo build
+
+      - name: Test quadratic-core
+        env:
+          LLVM_PROFILE_FILE: grcov-%p-%m.profraw
+          RUSTFLAGS: -Cinstrument-coverage
+        run: |
+          cd quadratic-core
+          cargo test
+
+      - name: Generate coverage for quadratic-core
+        run: |
+          grcov $(find . -name "grcov-*.profraw" -print) \
+            --branch \
+            --ignore-not-existing \
+            --binary-path ./target/debug/ \
+            -s . \
+            -t lcov \
+            --ignore "/*" \
+            --ignore "./src/wasm_bindings/*" \
+            --ignore "./src/bin/*" \
+            -o lcov.info
+
+      - name: Upload coverage reports to Codecov
+        uses: codecov/codecov-action@v3
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
+
+      - name: Build quadratic-multiplayer
+        env:
+          RUSTFLAGS: -Cinstrument-coverage
+        run: |
+          cd quadratic-multiplayer
+          cargo build
+
+      - name: Test quadratic-multiplayer
+        env:
+          LLVM_PROFILE_FILE: grcov-%p-%m.profraw
+          RUSTFLAGS: -Cinstrument-coverage
+        run: |
+          cd quadratic-multiplayer
+          cargo test # hangs forever
+
+      - name: Generate coverage quadratic-multiplayer
+        run: |
+          grcov $(find . -name "grcov-*.profraw" -print) \
+            --branch \
+            --ignore-not-existing \
+            --binary-path ./target/debug/ \
+            -s . \
+            -t lcov \
+            --ignore "/*" \
+            --ignore "./src/wasm_bindings/*" \
+            --ignore "./src/bin/*" \
+            -o lcov.info
+
+      - name: Upload coverage reports to Codecov quadratic-multiplayer
+        uses: codecov/codecov-action@v3
+        env:
+          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
 
   test_unit:
     runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-node@v4
-      with:
-        node-version: 18
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
 
-    - name: Run npm test:ci in quadratic-client
-      run: |
-        cd quadratic-client
-        npm install
-        npm run test:unit
+      - name: Run npm test:ci in quadratic-client
+        run: |
+          cd quadratic-client
+          npm install
+          npm run test:unit
 
   test_python:
     runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-node@v4
-      with:
-        node-version: 18
-    - uses: actions/setup-python@v4
-      with:
-        python-version: '3.9'
-        cache: 'pip'
-
-    - name: Test python
-      run: |
-        pip install -r requirements.txt
-        cd quadratic-client
-        npm run test:python
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
+      - uses: actions/setup-python@v4
+        with:
+          python-version: "3.9"
+          cache: "pip"
+
+      - name: Test python
+        run: |
+          pip install -r requirements.txt
+          cd quadratic-client
+          npm run test:python
 
   test_api:
     runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-node@v4
-      with:
-        node-version: 18
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
 
-    - name: Run npm test:ci in quadratic-client
-      run: |
-        cd quadratic-api
-        npm install
-        npm run docker:test:ci
+      - name: Run npm test:ci in quadratic-client
+        run: |
+          cd quadratic-api
+          npm install
+          npm run docker:test:ci
 
   lint_rust:
     runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-    - name: Set up Rust
-      uses: moonrepo/setup-rust@v1
-      with:
-        components: clippy
-        cache: false
-
-    - name: Run cargo clippy in quadratic-core
-      run: |
-        cd quadratic-core
-        cargo clippy -- -D warnings
-  
+      - uses: actions/checkout@v4
+      - name: Set up Rust
+        uses: moonrepo/setup-rust@v1
+        with:
+          components: clippy
+          cache: false
+
+      - name: Run cargo clippy in quadratic-core
+        run: |
+          cd quadratic-core
+          cargo clippy -- -D warnings
+
   lint:
     runs-on: ubuntu-latest-8-cores
     steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-node@v4
-      with:
-        node-version: 18
-    - name: Set up Rust
-      uses: moonrepo/setup-rust@v1
-      with:
-        cache: false
-    - uses: jetli/wasm-pack-action@v0.4.0
-      with:
-        version: 'latest'
-
-    - name: Build wasm core
-      run: |
-        cd quadratic-client
-        npm run build:wasm:javascript:dev
-        npm run build:wasm:types
-
-    - name: Lint quadratic-client
-      run: |
-        cd quadratic-client
-        npm install
-        npm run lint:prettier
-        npm run lint:eslint
-        npm run lint:ts
+      - uses: actions/checkout@v4
+      - uses: actions/setup-node@v4
+        with:
+          node-version: 18
+      - name: Set up Rust
+        uses: moonrepo/setup-rust@v1
+        with:
+          cache: false
+      - uses: jetli/wasm-pack-action@v0.4.0
+        with:
+          version: "latest"
+
+      - name: Build wasm core
+        run: |
+          cd quadratic-client
+          npm run build:wasm:javascript:dev
+          npm run build:wasm:types
+
+      - name: Lint quadratic-client
+        run: |
+          cd quadratic-client
+          npm install
+          npm run lint:prettier
+          npm run lint:eslint
+          npm run lint:ts
diff --git a/.github/workflows/coverage-rust.yml b/.github/workflows/coverage-rust.yml
deleted file mode 100644
index c6583aed4f..0000000000
--- a/.github/workflows/coverage-rust.yml
+++ /dev/null
@@ -1,100 +0,0 @@
-name: Rust Test Coverage
-
-on:
-  push:
-    branches:
-      - main
-  pull_request:
-
-jobs:
-  test-coverage:
-    name: Test coverage
-    runs-on: ubuntu-latest-4-cores
-
-    steps:
-      - name: Configure cache
-        uses: actions/cache@v3
-        with:
-          path: |
-            ~/.cargo/bin/
-            ~/.cargo/registry/index/
-            ~/.cargo/registry/cache/
-            ~/.cargo/git/db/
-            quadratic-core/target/
-          key: test-${{ runner.os }}-cargo-${{ hashFiles('**/Cargo.lock') }}
-
-      - name: Checkout repository
-        uses: actions/checkout@v3
-
-      - name: Setup Rust
-        run: |
-          rustup toolchain add nightly --component llvm-tools-preview
-          rustup override set nightly
-          if ! which grcov; then cargo install grcov; fi
-
-      - name: Build quadratic-core
-        env:
-          RUSTFLAGS: -Cinstrument-coverage
-        run: |
-          cd quadratic-core
-          cargo build
-
-      - name: Test quadratic-core
-        env:
-          LLVM_PROFILE_FILE: grcov-%p-%m.profraw
-          RUSTFLAGS: -Cinstrument-coverage
-        run: |
-          cd quadratic-core
-          cargo test
-
-      - name: Generate coverage quadratic-core
-        run: |
-          grcov $(find . -name "grcov-*.profraw" -print) \
-            --branch \
-            --ignore-not-existing \
-            --binary-path ./quadratic-core/target/debug/ \
-            -s . \
-            -t lcov \
-            --ignore "/*" \
-            --ignore "./quadratic-core/src/wasm_bindings/*" \
-            --ignore "./quadratic-core/src/bin/*" \
-            -o lcov.info
-
-      - name: Upload coverage reports to Codecov quadratic-core
-        uses: codecov/codecov-action@v3
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-
-      - name: Build quadratic-multiplayer
-        env:
-          RUSTFLAGS: -Cinstrument-coverage
-        run: |
-          cd quadratic-multiplayer
-          cargo build
-
-      - name: Test quadratic-multiplayer
-        env:
-          LLVM_PROFILE_FILE: grcov-%p-%m.profraw
-          RUSTFLAGS: -Cinstrument-coverage
-        run: |
-          cd quadratic-multiplayer
-          cargo test
-
-      - name: Generate coverage quadratic-multiplayer
-        run: |
-          grcov $(find . -name "grcov-*.profraw" -print) \
-            --branch \
-            --ignore-not-existing \
-            --binary-path ./quadratic-multiplayer/target/debug/ \
-            -s . \
-            -t lcov \
-            --ignore "/*" \
-            --ignore "./quadratic-multiplayer/src/wasm_bindings/*" \
-            --ignore "./quadratic-multiplayer/src/bin/*" \
-            -o lcov.info
-
-      - name: Upload coverage reports to Codecov quadratic-multiplayer
-        uses: codecov/codecov-action@v3
-        env:
-          CODECOV_TOKEN: ${{ secrets.CODECOV_TOKEN }}
-
diff --git a/.github/workflows/preview-branches-close.yml b/.github/workflows/preview-branches-close.yml
new file mode 100644
index 0000000000..a9447c3023
--- /dev/null
+++ b/.github/workflows/preview-branches-close.yml
@@ -0,0 +1,35 @@
+on:
+  pull_request:
+    types: [closed]
+
+# Use runs on `ubuntu-latest-8-cores`. All of our self hosted runners use this tag.
+# Our runners pick up jobs first, and if all our runners are being used or are down
+# it will automatically back up to using GitHub hosted runners.
+
+jobs:
+  teardown:
+    name: Destroy Pulumi Infrastructure Stack
+    runs-on: ubuntu-latest-8-cores 
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-node@v4
+      with:
+        node-version: 18
+    - uses: pulumi/actions@v4
+
+    - name: Destroy Infrastructure Stack
+      working-directory: infra
+      run: |
+        npm ci
+        
+        STACK_NAME="preview-pr-${{ env.PR_ID }}"
+        pulumi stack select $STACK_NAME
+        pulumi config set aws:region us-west-2
+
+        pulumi destroy -y --remove
+
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+        PULUMI_ACCESS_TOKEN: ${{ secrets.PULUMI_ACCESS_TOKEN }}
+        PR_ID: ${{ github.event.pull_request.number }}
\ No newline at end of file
diff --git a/.github/workflows/preview-branches.yml b/.github/workflows/preview-branches.yml
new file mode 100644
index 0000000000..62ec956960
--- /dev/null
+++ b/.github/workflows/preview-branches.yml
@@ -0,0 +1,136 @@
+name: Deploy Preview Branch
+
+on:
+  pull_request:
+
+
+# Use runs on `ubuntu-latest-8-cores`. All of our self hosted runners use this tag.
+# Our runners pick up jobs first, and if all our runners are being used or are down
+# it will automatically back up to using GitHub hosted runners.
+
+
+jobs:
+
+  infra:
+    name: Create or Update Infrastructure with Pulumi
+    runs-on: ubuntu-latest-8-cores 
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-node@v4
+      with:
+        node-version: 18
+    - uses: pulumi/actions@v4
+
+    - name: Update Pulumi Infrastructure
+      id: pulumiInfra
+      working-directory: infra
+      run: |
+        npm ci
+        
+        STACK_NAME="preview-pr-${{ env.PR_ID }}"
+        if ! pulumi stack ls | grep -q "^$STACK_NAME"; then
+          echo "Stack $STACK_NAME does not exist. Initializing..."
+          pulumi stack init $STACK_NAME
+        else
+          echo "Stack $STACK_NAME already exists."
+          pulumi stack select $STACK_NAME
+        fi
+
+        pulumi config set aws:region us-west-2
+        pulumi config set domain quadratic-preview.com
+        pulumi config set subdomain multiplayer-pr-${{ env.PR_ID }}
+        pulumi config set data-dog-env preview
+        pulumi config set data-dog-api-key ${{ env.DD_API_KEY }}
+
+        pulumi up -y
+        echo "MULTIPLAYER_INSTANCE_DNS=$(pulumi stack output multiplayerInstanceDns)" >> "$GITHUB_OUTPUT"
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+        PULUMI_ACCESS_TOKEN: ${{ secrets.PULUMI_ACCESS_TOKEN }}
+        PR_ID: ${{ github.event.pull_request.number }}
+        DD_API_KEY: ${{ secrets.DD_API_KEY }}
+
+    outputs:
+      MULTIPLAYER_INSTANCE_DNS: ${{ steps.pulumiInfra.outputs.MULTIPLAYER_INSTANCE_DNS }}
+
+
+  multiplayer_preview:
+    needs: infra
+    runs-on: ubuntu-latest-8-cores 
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-node@v4
+      with:
+        node-version: 18
+
+    - name: Set up Rust
+      uses: moonrepo/setup-rust@v1
+      with:
+        components: clippy, llvm-tools-preview
+        cache: false
+        channel: 'nightly'
+
+    - name: Install pkg-config
+      if: github.runner.isHosted == true
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y pkg-config
+
+    - name: Build quadratic-multiplayer
+      working-directory: quadratic-multiplayer
+      run: |
+        cargo build --release
+
+    - name: Deploy Multiplayer to EC2
+      run: ./infra/multiplayer/deploy-multiplayer-service.sh
+      env:
+        EC2_KEY_PEM: ${{ secrets.EC2_KEY_PEM }}
+        EC2_INSTANCE_DNS: ${{needs.infra.outputs.MULTIPLAYER_INSTANCE_DNS}}
+
+  # client_preview:
+  #   needs: infra
+  #   runs-on: ubuntu-latest-8-cores 
+  #   steps:
+  #   - uses: actions/checkout@v4
+  #   - uses: actions/setup-node@v4
+  #     with:
+  #       node-version: 18
+
+  #   - name: Set up Rust
+  #     uses: moonrepo/setup-rust@v1
+  #     with:
+  #       cache: false
+  #   - uses: jetli/wasm-pack-action@v0.4.0
+  #     with:
+  #       version: 'latest'
+
+  #   - name: Build Client
+  #     working-directory: quadratic-client
+  #     run: |
+  #       npm ci
+  #       npm run build:wasm:javascript
+  #       npm run build:wasm:types
+  #       npm run build
+  #     env:
+  #       VITE_ENVIRONMENT: preview
+  #       VITE_QUADRATIC_API_URL: https://quadratic-api-dev-pr-${{ github.event.pull_request.number }}.herokuapp.com
+  #       VITE_SENTRY_DSN: ${{ secrets.VITE_SENTRY_DSN }}
+  #       VITE_AUTH0_CLIENT_ID: ${{ secrets.VITE_AUTH0_CLIENT_ID }}
+  #       VITE_AUTH0_AUDIENCE: ${{ secrets.VITE_AUTH0_AUDIENCE }}
+  #       VITE_AUTH0_ISSUER: ${{ secrets.VITE_AUTH0_ISSUER }}
+  #       VITE_AUTH0_DOMAIN: ${{ secrets.VITE_AUTH0_DOMAIN }}
+
+  #   # Set up AWS credentials
+  #   - name: Set up AWS credentials
+  #     uses: aws-actions/configure-aws-credentials@v1
+  #     with:
+  #       aws-access-key-id: ${{ secrets.AWS_ACCESS_KEY_ID }}
+  #       aws-secret-access-key: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+  #       aws-region: your-aws-region
+
+  # # Deploy to S3
+  # - name: Deploy to S3
+  #   run: |
+  #     aws s3 sync ./path-to-your-static-files/ s3://your-s3-bucket-name --delete
+
diff --git a/.github/workflows/production-deploy.yml b/.github/workflows/production-deploy.yml
new file mode 100644
index 0000000000..e8bbc5770c
--- /dev/null
+++ b/.github/workflows/production-deploy.yml
@@ -0,0 +1,86 @@
+name: Deploy to Production
+
+on:
+  push:
+    branches:
+      - main 
+    paths:
+      - 'quadratic-multiplayer/**'
+
+# Use runs on `ubuntu-latest-8-cores`. All of our self hosted runners use this tag.
+# Our runners pick up jobs first, and if all our runners are being used or are down
+# it will automatically back up to using GitHub hosted runners.
+
+
+jobs:
+
+  infra_production:
+    name: Update Infrastructure with Pulumi
+    runs-on: ubuntu-latest-8-cores 
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-node@v4
+      with:
+        node-version: 18
+    - uses: pulumi/actions@v4
+
+    - name: Update Pulumi Infrastructure
+      working-directory: infra
+      run: |
+        npm ci
+        
+        pulumi stack select production
+
+        pulumi config set aws:region us-west-2
+        pulumi config set domain quadratichq.com
+        pulumi config set subdomain multiplayer
+        pulumi config set instanceSize t3.medium
+        pulumi config set certificate-arn $AWS_PROD_MULTIPLAYER_AMC_ARN
+        pulumi config set data-dog-env prod
+        pulumi config set data-dog-api-key ${{ env.DD_API_KEY }}
+
+        pulumi up -y
+        echo "MULTIPLAYER_INSTANCE_DNS=$(pulumi stack output multiplayerInstanceDns)" >> "$GITHUB_OUTPUT"
+      env:
+        AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
+        AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
+        AWS_PROD_MULTIPLAYER_AMC_ARN: ${{ secrets.AWS_PROD_MULTIPLAYER_AMC_ARN }}
+        PULUMI_ACCESS_TOKEN: ${{ secrets.PULUMI_ACCESS_TOKEN }}
+        DD_API_KEY: ${{ secrets.DD_API_KEY }}
+
+    outputs:
+      MULTIPLAYER_INSTANCE_DNS: ${{ steps.pulumiInfra.outputs.MULTIPLAYER_INSTANCE_DNS }}
+
+
+  multiplayer_production:
+    needs: infra
+    runs-on: ubuntu-latest-8-cores 
+    steps:
+    - uses: actions/checkout@v4
+    - uses: actions/setup-node@v4
+      with:
+        node-version: 18
+
+    - name: Set up Rust
+      uses: moonrepo/setup-rust@v1
+      with:
+        components: clippy, llvm-tools-preview
+        cache: false
+        channel: 'nightly'
+
+    - name: Install pkg-config
+      if: github.runner.isHosted == true
+      run: |
+        sudo apt-get update
+        sudo apt-get install -y pkg-config
+
+    - name: Build quadratic-multiplayer
+      working-directory: quadratic-multiplayer
+      run: |
+        cargo build --release
+
+    - name: Deploy Multiplayer to EC2
+      run: ./infra/multiplayer/deploy-multiplayer-service.sh
+      env:
+        EC2_KEY_PEM: ${{ secrets.EC2_KEY_PEM }}
+        EC2_INSTANCE_DNS: ${{needs.infra.outputs.MULTIPLAYER_INSTANCE_DNS}}
\ No newline at end of file
diff --git a/.github/workflows/unused/preview-branches.yml b/.github/workflows/unused/preview-branches.yml
deleted file mode 100644
index f1d230166c..0000000000
--- a/.github/workflows/unused/preview-branches.yml
+++ /dev/null
@@ -1,67 +0,0 @@
-name: Deploy Preview Branch
-
-env:
-  VERCEL_ORG_ID: ${{ secrets.VERCEL_ORG_ID }}
-  VERCEL_PROJECT_ID: ${{ secrets.VERCEL_PROJECT_ID }}
-
-on:
-  pull_request:
-
-jobs:
-  build-and-deploy:
-    runs-on: ubuntu-latest-8-cores
-    steps:
-    - uses: actions/checkout@v4
-    - uses: actions/setup-node@v4
-      with:
-        node-version: 18
-    - name: Set up Rust
-      uses: moonrepo/setup-rust@v1
-      with:
-        cache: false
-    - uses: jetli/wasm-pack-action@v0.4.0
-      with:
-        version: 'latest'
-
-    - name: Install Dependencies
-      run: |
-        cd quadratic-client
-        npm install
-
-    - name: Build
-      run: |
-        cd quadratic-client
-        npm run build:wasm:javascript
-        npm run build:wasm:types
-        npm run build
-      env:
-        VITE_ENVIRONMENT: preview
-        VITE_QUADRATIC_API_URL: https://quadratic-api-dev-pr-${{ github.event.pull_request.number }}.herokuapp.com
-        VITE_SENTRY_DSN: ${{ secrets.VITE_SENTRY_DSN }}
-        VITE_AUTH0_CLIENT_ID: ${{ secrets.VITE_AUTH0_CLIENT_ID }}
-        VITE_AUTH0_AUDIENCE: ${{ secrets.VITE_AUTH0_AUDIENCE }}
-        VITE_AUTH0_ISSUER: ${{ secrets.VITE_AUTH0_ISSUER }}
-        VITE_AUTH0_DOMAIN: ${{ secrets.VITE_AUTH0_DOMAIN }}
-
-    # - name: Deploy to AWS S3
-    #   run: aws s3 sync dist s3://quadratic-preview-branches --delete
-    #   env:
-    #     AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
-    #     AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-
-    # - name: Invalidate CloudFront Distribution
-    #   run: aws cloudfront create-invalidation --distribution-id your-distribution-id --paths "/*"
-    #   env:
-    #     AWS_ACCESS_KEY_ID: ${{ secrets.AWS_ACCESS_KEY_ID }}
-    #     AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_SECRET_ACCESS_KEY }}
-
-    # - name: Post Deployment URL to PR
-    #   if: github.event_name == 'pull_request'
-    #   env:
-    #     GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
-    #     DEPLOY_URL: "https://your-cloudfront-distribution-url.com/prs/${{ github.head_ref }}"
-    #   run: |
-    #     PR_COMMENT="Deployment is ready! 🚀\n\nPreview: $DEPLOY_URL"
-    #     PAYLOAD=$(echo '{}' | jq --arg body "$PR_COMMENT" '.body = $body')
-    #     COMMENTS_URL=$(jq -r .pull_request.comments_url < "$GITHUB_EVENT_PATH")
-    #     curl -s -S -H "Authorization: token $GITHUB_TOKEN" -H "Content-Type: application/json" --data "$PAYLOAD" "$COMMENTS_URL"
diff --git a/.gitignore b/.gitignore
index 55b39173a2..8417997c8e 100644
--- a/.gitignore
+++ b/.gitignore
@@ -11,6 +11,7 @@ node_modules
 
 # production
 /build
+quadratic-shared/*.js
 
 # misc
 .DS_Store
@@ -34,6 +35,7 @@ venv/*
 .env.local
 
 # Generated Rust files
+/target
 quadratic-core/target/
 quadratic-core/tmp.txt
 quadratic-multiplayer/target/
diff --git a/.vscode/settings.json b/.vscode/settings.json
index 95498db3b8..df6b24b72a 100644
--- a/.vscode/settings.json
+++ b/.vscode/settings.json
@@ -24,14 +24,12 @@
     "Signin",
     "smallpop",
     "Southborough",
-    "subquadrant",
-    "subquadrants",
     "unspill",
     "vals",
     "Westborough"
   ],
   "editor.codeActionsOnSave": {
-    "source.organizeImports": true
+    "source.organizeImports": "explicit"
   },
   "[rust]": {
     "editor.defaultFormatter": "rust-lang.rust-analyzer"
diff --git a/Cargo.lock b/Cargo.lock
new file mode 100644
index 0000000000..792a95129d
--- /dev/null
+++ b/Cargo.lock
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+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
+
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
+
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
+
+[[package]]
+name = "windows_i686_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
+
+[[package]]
+name = "windows_i686_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
+
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
+
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.48.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
diff --git a/Cargo.toml b/Cargo.toml
new file mode 100644
index 0000000000..ab74461e00
--- /dev/null
+++ b/Cargo.toml
@@ -0,0 +1,15 @@
+[workspace]
+resolver = "2"
+
+members = [
+    "quadratic-core",
+    "quadratic-multiplayer",
+    "rust-shared",
+]
+
+[workspace.package]
+authors = ["Quadratic"]
+edition = "2021"
+description = "Infinite data grid with Python, JavaScript, and SQL built-in"
+repository = "https://github.com/quadratichq/quadratic"
+license-file = "LICENSE"
diff --git a/Procfile b/Procfile
index 38365ab016..0a978143e5 100644
--- a/Procfile
+++ b/Procfile
@@ -1,3 +1,3 @@
-web: node -r newrelic quadratic-api/dist/server.js
+web: cd quadratic-api && node -r newrelic dist/server.js
 
-release: npx prisma migrate deploy
+release: cd quadratic-api && npx prisma migrate deploy
diff --git a/amplify.yml b/amplify.yml
index 081cf7d778..714ae66792 100644
--- a/amplify.yml
+++ b/amplify.yml
@@ -1,23 +1,15 @@
 version: 1
 frontend:
   phases:
-    preBuild:
-      commands:
-        - curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
-        - source "$HOME/.cargo/env"
-        - curl https://rustwasm.github.io/wasm-pack/installer/init.sh -sSf | sh
-        - cd quadratic-client
-        - npm install
-
     build:
       commands:
-        - npm run build:wasm:javascript
-        - npm run build:wasm:types
-        - npm run build
+        - ./infra/client/build-client-ci.sh
   artifacts:
     baseDirectory: build
     files:
       - '**/*'
   cache:
     paths:
+      - node_modules/**/*
       - quadratic-client/node_modules/**/*
+      - quadratic-core/target/**/*
diff --git a/infra/.gitignore b/infra/.gitignore
new file mode 100644
index 0000000000..c6958891dd
--- /dev/null
+++ b/infra/.gitignore
@@ -0,0 +1,2 @@
+/bin/
+/node_modules/
diff --git a/infra/Pulumi.preview.yaml b/infra/Pulumi.preview.yaml
new file mode 100644
index 0000000000..5a4036573c
--- /dev/null
+++ b/infra/Pulumi.preview.yaml
@@ -0,0 +1,3 @@
+config:
+  aws-native:region: us-west-1
+  aws:region: us-west-2
diff --git a/infra/Pulumi.yaml b/infra/Pulumi.yaml
new file mode 100644
index 0000000000..935026c762
--- /dev/null
+++ b/infra/Pulumi.yaml
@@ -0,0 +1,3 @@
+name: quadratic-infra
+runtime: nodejs
+description: Quadratic Infrastructure
diff --git a/scripts/run-ci-build.sh b/infra/client/build-client-ci.sh
similarity index 60%
rename from scripts/run-ci-build.sh
rename to infra/client/build-client-ci.sh
index 21a0513109..47d6e0fc36 100755
--- a/scripts/run-ci-build.sh
+++ b/infra/client/build-client-ci.sh
@@ -1,8 +1,15 @@
+
+# Setting env vars this way will only work on Vercel
+# AWS_PULL_REQUEST_ID is set on Amplify
 if [ "$VERCEL_ENV" == "preview" ]; then
   export VITE_QUADRATIC_API_URL="https://quadratic-api-dev-pr-$VERCEL_GIT_PULL_REQUEST_ID.herokuapp.com"
   echo "On preview branch. Setting VITE_QUADRATIC_API_URL to quadratic-api-dev-pr-$VERCEL_GIT_PULL_REQUEST_ID.herokuapp.com"
+  export VITE_QUADRATIC_MULTIPLAYER_URL="wss://multiplayer-pr-$VERCEL_GIT_PULL_REQUEST_ID.quadratic-preview.com/ws"
+  echo "On preview branch. Setting VITE_QUADRATIC_MULTIPLAYER_URL to wss://multiplayer-pr-$VERCEL_GIT_PULL_REQUEST_ID.quadratic-preview.com/ws"
 fi
 
+# These commands are used in production on AWS Amplify
+
 echo 'Installing rustup...'
 curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y
 source "$HOME/.cargo/env"
@@ -19,4 +26,5 @@ echo 'Exporting TS/Rust types...'
 cargo run --bin export_types
 
 echo 'Building front-end...'
-npm run build --workspace=quadratic-client
\ No newline at end of file
+npm ci
+npm run build --workspace=quadratic-client
diff --git a/infra/index.ts b/infra/index.ts
new file mode 100644
index 0000000000..58f3dbbffb
--- /dev/null
+++ b/infra/index.ts
@@ -0,0 +1,10 @@
+// This file is the entry point for the infra package.
+
+// Infra stack for the multiplayer service.
+import {
+  multiplayerInstanceDns,
+  multiplayerPublicDns,
+} from "./multiplayer/multiplayer";
+
+// Global exports
+export { multiplayerInstanceDns, multiplayerPublicDns };
diff --git a/infra/multiplayer/deploy-multiplayer-service.sh b/infra/multiplayer/deploy-multiplayer-service.sh
new file mode 100755
index 0000000000..43e4a3660f
--- /dev/null
+++ b/infra/multiplayer/deploy-multiplayer-service.sh
@@ -0,0 +1,36 @@
+#!/bin/bash
+
+echo 'Setting Up SSH Key'
+mkdir -p ~/.ssh
+echo "$EC2_KEY_PEM" > ~/.ssh/id_rsa
+chmod 600 ~/.ssh/id_rsa
+
+
+echo 'Wait for EC2 Availability'
+timeout=300 # 5 minutes
+elapsed=0
+echo "Checking EC2 instance availability..."
+while ! ssh -o "StrictHostKeyChecking=no" -i ~/.ssh/id_rsa ubuntu@$EC2_INSTANCE_DNS "echo 'EC2 instance is up and running'" && [ $elapsed -lt $timeout ]; do
+    echo "Waiting for EC2 instance to be available..."
+    sleep 10
+    elapsed=$((elapsed + 10))
+done
+if [ $elapsed -ge $timeout ]; then
+    echo "Timeout waiting for EC2 instance to become available"
+    exit 1
+fi
+echo "EC2 instance is available"
+
+
+
+echo 'Stop Service on EC2'
+ssh -i ~/.ssh/id_rsa ubuntu@$EC2_INSTANCE_DNS "sudo systemctl stop quadratic-multiplayer && rm -f /home/ubuntu/quadratic-multiplayer"
+
+echo 'Transfer Build to EC2'
+scp -i ~/.ssh/id_rsa quadratic-multiplayer/target/release/quadratic-multiplayer ubuntu@$EC2_INSTANCE_DNS:/home/ubuntu/
+
+echo 'Restart Service on EC2'
+ssh -i ~/.ssh/id_rsa ubuntu@$EC2_INSTANCE_DNS "sudo systemctl start quadratic-multiplayer"
+
+echo 'Verify Service is running on EC2'
+ssh -i ~/.ssh/id_rsa ubuntu@$EC2_INSTANCE_DNS "sudo systemctl is-active --quiet quadratic-multiplayer"
\ No newline at end of file
diff --git a/infra/multiplayer/multiplayer.ts b/infra/multiplayer/multiplayer.ts
new file mode 100644
index 0000000000..9a735effac
--- /dev/null
+++ b/infra/multiplayer/multiplayer.ts
@@ -0,0 +1,124 @@
+import * as aws from "@pulumi/aws";
+import * as pulumi from "@pulumi/pulumi";
+import * as fs from "fs";
+const config = new pulumi.Config();
+
+// Configuration
+const domain = config.get("domain") || "quadratic-preview.com"; // ex quadratic-preview.com
+const multiplayerSubdomain = config.get("subdomain") || "wss-2"; // ex ws
+const certificateArn =
+  config.get("certificate-arn") ||
+  "arn:aws:acm:us-west-2:896845383385:certificate/00300c0e-4243-4296-87c1-83e86bb73a1f"; // ARN of the SSL certificate for quadratic-preview.com (us-west-2)
+const instanceSize = config.get("instance-size") || "t2.micro";
+const instanceKeyName = config.get("instance-key-name") || "test2";
+const instanceAmi = config.get("instance-ami") || "ami-0efcece6bed30fd98"; // ubuntu 20.04 LTS
+const subNet1 = config.get("subnet1") || "subnet-0ae50871c8ec4e68f";
+const subNet2 = config.get("subnet2") || "subnet-0c6f318928373a253";
+const vpcId = config.get("vpc-id") || "vpc-035fff213c528dbe5";
+const dataDogEnv = config.get("data-dog-env") || "preview";
+const dataDogApiKey = config.get("data-dog-api-key") || "";
+
+// Infrastructure
+const group = new aws.ec2.SecurityGroup("multiplayer-sc", {
+  ingress: [
+    { protocol: "tcp", fromPort: 22, toPort: 22, cidrBlocks: ["0.0.0.0/0"] },
+    { protocol: "tcp", fromPort: 80, toPort: 80, cidrBlocks: ["0.0.0.0/0"] },
+  ],
+  egress: [
+    { protocol: "tcp", fromPort: 80, toPort: 80, cidrBlocks: ["0.0.0.0/0"] },
+    { protocol: "tcp", fromPort: 443, toPort: 443, cidrBlocks: ["0.0.0.0/0"] },
+  ],
+});
+
+// Read the content of the Bash script
+let setupMultiplayerService = fs.readFileSync(
+  "multiplayer/setup-multiplayer-service.sh",
+  "utf-8"
+);
+// Set the environment variables in the Bash script
+setupMultiplayerService = setupMultiplayerService.replace(
+  "{{DD_ENV}}",
+  dataDogEnv
+);
+setupMultiplayerService = setupMultiplayerService.replace(
+  "{{DD_API_KEY}}",
+  dataDogApiKey
+);
+const instance = new aws.ec2.Instance("multiplayer-instance", {
+  tags: {
+    Name: `multiplayer-instance-${multiplayerSubdomain}`,
+  },
+  instanceType: instanceSize,
+  vpcSecurityGroupIds: [group.id],
+  ami: instanceAmi,
+  keyName: instanceKeyName,
+  // Run Setup script on instance boot to create multiplayer systemd service
+  userData: setupMultiplayerService,
+});
+
+// Create a new Network Load Balancer
+const nlb = new aws.lb.LoadBalancer("multiplayer-nlb", {
+  internal: false,
+  loadBalancerType: "network",
+  subnets: [subNet1, subNet2],
+  enableCrossZoneLoadBalancing: true,
+});
+
+// Create a new Target Group
+const targetGroup = new aws.lb.TargetGroup("multiplayer-nlb-tg", {
+  port: 80,
+  protocol: "TCP",
+  targetType: "instance",
+  vpcId: vpcId,
+});
+
+// Attach the instance to the new Target Group
+const targetGroupAttachment = new aws.lb.TargetGroupAttachment(
+  "multiplayer-attach-instance-tg",
+  {
+    targetId: instance.id,
+    targetGroupArn: targetGroup.arn,
+  }
+);
+
+// Create NLB Listener for TLS on port 443
+const nlbListener = new aws.lb.Listener("multiplayer-nlb-listener", {
+  loadBalancerArn: nlb.arn,
+  port: 443,
+  protocol: "TLS",
+  certificateArn: certificateArn, // Attach the SSL certificate
+  sslPolicy: "ELBSecurityPolicy-2016-08", // Choose an appropriate SSL policy
+  defaultActions: [
+    {
+      type: "forward",
+      targetGroupArn: targetGroup.arn,
+    },
+  ],
+});
+
+// Get the hosted zone ID for domain
+const hostedZone = pulumi.output(
+  aws.route53.getZone(
+    {
+      name: domain,
+    },
+    { async: true }
+  )
+);
+
+// Create a Route 53 record pointing to the NLB
+const dnsRecord = new aws.route53.Record("multiplayer-r53-record", {
+  zoneId: hostedZone.id,
+  name: `${multiplayerSubdomain}.${domain}`, // subdomain you want to use
+  type: "A",
+  aliases: [
+    {
+      name: nlb.dnsName,
+      zoneId: nlb.zoneId,
+      evaluateTargetHealth: true,
+    },
+  ],
+});
+
+export const multiplayerInstanceDns = instance.publicDns;
+export const multiplayerPublicDns = dnsRecord.name;
diff --git a/infra/multiplayer/setup-multiplayer-service.sh b/infra/multiplayer/setup-multiplayer-service.sh
new file mode 100644
index 0000000000..c99b442680
--- /dev/null
+++ b/infra/multiplayer/setup-multiplayer-service.sh
@@ -0,0 +1,38 @@
+#!/bin/bash
+# Create a systemd service
+cat <<EOF | sudo tee /etc/systemd/system/quadratic-multiplayer.service
+[Unit]
+Description=Quadratic Multiplayer Service
+After=network.target
+
+[Service]
+Type=simple
+User=root
+WorkingDirectory=/home/ubuntu/
+ExecStart=/home/ubuntu/quadratic-multiplayer
+Restart=always
+Environment="HOST=0.0.0.0"
+Environment="PORT=80"
+Environment="AUTHENTICATE_JWT=false"
+Environment="HEARTBEAT_CHECK_S=15"
+Environment="HEARTBEAT_TIMEOUT_S=60"
+Environment="AUTH0_JWKS_URI=https://dev-nje7dw8s.us.auth0.com/.well-known/jwks.json"
+
+[Install]
+WantedBy=multi-user.target
+EOF
+
+# Reload systemd to recognize the new service
+sudo systemctl daemon-reload
+
+# Enable and start the servicesudo systemctl status quadratic-multiplayer.service
+sudo systemctl status quadratic-multiplayer.service
+
+sudo systemctl enable quadratic-multiplayer
+
+# sudo systemctl start quadratic-multiplayer
+# view logs of service
+# journalctl -u quadratic-multiplayer.service
+
+echo 'Install Data Dog Agent'
+DD_ENV={{DD_ENV}} DD_API_KEY={{DD_API_KEY}} DD_SITE="us5.datadoghq.com" DD_APM_INSTRUMENTATION_ENABLED=host bash -c "$(curl -L https://s3.amazonaws.com/dd-agent/scripts/install_script_agent7.sh)"
\ No newline at end of file
diff --git a/infra/package-lock.json b/infra/package-lock.json
new file mode 100644
index 0000000000..f451f64de9
--- /dev/null
+++ b/infra/package-lock.json
@@ -0,0 +1,2208 @@
+{
+  "name": "quadratic-infra-test-1",
+  "lockfileVersion": 3,
+  "requires": true,
+  "packages": {
+    "": {
+      "name": "quadratic-infra-test-1",
+      "dependencies": {
+        "@pulumi/aws": "^6.13.1",
+        "@pulumi/command": "^0.9.2",
+        "@pulumi/pulumi": "^3.0.0"
+      },
+      "devDependencies": {
+        "@types/node": "^18"
+      }
+    },
+    "node_modules/@grpc/grpc-js": {
+      "version": "1.9.6",
+      "resolved": "https://registry.npmjs.org/@grpc/grpc-js/-/grpc-js-1.9.6.tgz",
+      "integrity": "sha512-yq3qTy23u++8zdvf+h4mz4ohDFi681JAkMZZPTKh8zmUVh0AKLisFlgxcn22FMNowXz15oJ6pqgwT7DJ+PdJvg==",
+      "dependencies": {
+        "@grpc/proto-loader": "^0.7.8",
+        "@types/node": ">=12.12.47"
+      },
+      "engines": {
+        "node": "^8.13.0 || >=10.10.0"
+      }
+    },
+    "node_modules/@grpc/proto-loader": {
+      "version": "0.7.10",
+      "resolved": "https://registry.npmjs.org/@grpc/proto-loader/-/proto-loader-0.7.10.tgz",
+      "integrity": "sha512-CAqDfoaQ8ykFd9zqBDn4k6iWT9loLAlc2ETmDFS9JCD70gDcnA4L3AFEo2iV7KyAtAAHFW9ftq1Fz+Vsgq80RQ==",
+      "dependencies": {
+        "lodash.camelcase": "^4.3.0",
+        "long": "^5.0.0",
+        "protobufjs": "^7.2.4",
+        "yargs": "^17.7.2"
+      },
+      "bin": {
+        "proto-loader-gen-types": "build/bin/proto-loader-gen-types.js"
+      },
+      "engines": {
+        "node": ">=6"
+      }
+    },
+    "node_modules/@logdna/tail-file": {
+      "version": "2.2.0",
+      "resolved": "https://registry.npmjs.org/@logdna/tail-file/-/tail-file-2.2.0.tgz",
+      "integrity": "sha512-XGSsWDweP80Fks16lwkAUIr54ICyBs6PsI4mpfTLQaWgEJRtY9xEV+PeyDpJ+sJEGZxqINlpmAwe/6tS1pP8Ng==",
+      "engines": {
+        "node": ">=10.3.0"
+      }
+    },
+    "node_modules/@opentelemetry/api": {
+      "version": "1.7.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api/-/api-1.7.0.tgz",
+      "integrity": "sha512-AdY5wvN0P2vXBi3b29hxZgSFvdhdxPB9+f0B6s//P9Q8nibRWeA3cHm8UmLpio9ABigkVHJ5NMPk+Mz8VCCyrw==",
+      "engines": {
+        "node": ">=8.0.0"
+      }
+    },
+    "node_modules/@opentelemetry/api-metrics": {
+      "version": "0.32.0",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/api-metrics/-/api-metrics-0.32.0.tgz",
+      "integrity": "sha512-g1WLhpG8B6iuDyZJFRGsR+JKyZ94m5LEmY2f+duEJ9Xb4XRlLHrZvh6G34OH6GJ8iDHxfHb/sWjJ1ZpkI9yGMQ==",
+      "deprecated": "Please use @opentelemetry/api >= 1.3.0",
+      "dependencies": {
+        "@opentelemetry/api": "^1.0.0"
+      },
+      "engines": {
+        "node": ">=14"
+      }
+    },
+    "node_modules/@opentelemetry/context-async-hooks": {
+      "version": "1.18.1",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/context-async-hooks/-/context-async-hooks-1.18.1.tgz",
+      "integrity": "sha512-HHfJR32NH2x0b69CACCwH8m1dpNALoCTtpgmIWMNkeMGNUeKT48d4AX4xsF4uIRuUoRTbTgtSBRvS+cF97qwCQ==",
+      "engines": {
+        "node": ">=14"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.8.0"
+      }
+    },
+    "node_modules/@opentelemetry/core": {
+      "version": "1.18.1",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/core/-/core-1.18.1.tgz",
+      "integrity": "sha512-kvnUqezHMhsQvdsnhnqTNfAJs3ox/isB0SVrM1dhVFw7SsB7TstuVa6fgWnN2GdPyilIFLUvvbTZoVRmx6eiRg==",
+      "dependencies": {
+        "@opentelemetry/semantic-conventions": "1.18.1"
+      },
+      "engines": {
+        "node": ">=14"
+      },
+      "peerDependencies": {
+        "@opentelemetry/api": ">=1.0.0 <1.8.0"
+      }
+    },
+    "node_modules/@opentelemetry/exporter-zipkin": {
+      "version": "1.18.1",
+      "resolved": "https://registry.npmjs.org/@opentelemetry/exporter-zipkin/-/exporter-zipkin-1.18.1.tgz",
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+      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "node_modules/yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
+    "node_modules/yargs": {
+      "version": "17.7.2",
+      "resolved": "https://registry.npmjs.org/yargs/-/yargs-17.7.2.tgz",
+      "integrity": "sha512-7dSzzRQ++CKnNI/krKnYRV7JKKPUXMEh61soaHKg9mrWEhzFWhFnxPxGl+69cD1Ou63C13NUPCnmIcrvqCuM6w==",
+      "dependencies": {
+        "cliui": "^8.0.1",
+        "escalade": "^3.1.1",
+        "get-caller-file": "^2.0.5",
+        "require-directory": "^2.1.1",
+        "string-width": "^4.2.3",
+        "y18n": "^5.0.5",
+        "yargs-parser": "^21.1.1"
+      },
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yargs-parser": {
+      "version": "21.1.1",
+      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-21.1.1.tgz",
+      "integrity": "sha512-tVpsJW7DdjecAiFpbIB1e3qxIQsE6NoPc5/eTdrbbIC4h0LVsWhnoa3g+m2HclBIujHzsxZ4VJVA+GUuc2/LBw==",
+      "engines": {
+        "node": ">=12"
+      }
+    },
+    "node_modules/yn": {
+      "version": "2.0.0",
+      "resolved": "https://registry.npmjs.org/yn/-/yn-2.0.0.tgz",
+      "integrity": "sha512-uTv8J/wiWTgUTg+9vLTi//leUl5vDQS6uii/emeTb2ssY7vl6QWf2fFbIIGjnhjvbdKlU0ed7QPgY1htTC86jQ==",
+      "engines": {
+        "node": ">=4"
+      }
+    },
+    "node_modules/yocto-queue": {
+      "version": "1.0.0",
+      "resolved": "https://registry.npmjs.org/yocto-queue/-/yocto-queue-1.0.0.tgz",
+      "integrity": "sha512-9bnSc/HEW2uRy67wc+T8UwauLuPJVn28jb+GtJY16iiKWyvmYJRXVT4UamsAEGQfPohgr2q4Tq0sQbQlxTfi1g==",
+      "engines": {
+        "node": ">=12.20"
+      },
+      "funding": {
+        "url": "https://github.com/sponsors/sindresorhus"
+      }
+    }
+  }
+}
diff --git a/infra/package.json b/infra/package.json
new file mode 100644
index 0000000000..e6f7038a66
--- /dev/null
+++ b/infra/package.json
@@ -0,0 +1,12 @@
+{
+  "name": "quadratic-infra",
+  "main": "index.ts",
+  "devDependencies": {
+    "@types/node": "^18"
+  },
+  "dependencies": {
+    "@pulumi/aws": "^6.13.1",
+    "@pulumi/command": "^0.9.2",
+    "@pulumi/pulumi": "^3.0.0"
+  }
+}
diff --git a/infra/tsconfig.json b/infra/tsconfig.json
new file mode 100644
index 0000000000..ab65afa613
--- /dev/null
+++ b/infra/tsconfig.json
@@ -0,0 +1,18 @@
+{
+    "compilerOptions": {
+        "strict": true,
+        "outDir": "bin",
+        "target": "es2016",
+        "module": "commonjs",
+        "moduleResolution": "node",
+        "sourceMap": true,
+        "experimentalDecorators": true,
+        "pretty": true,
+        "noFallthroughCasesInSwitch": true,
+        "noImplicitReturns": true,
+        "forceConsistentCasingInFileNames": true
+    },
+    "files": [
+        "index.ts"
+    ]
+}
diff --git a/package-lock.json b/package-lock.json
index a43ae2758c..9b9fc199f6 100644
--- a/package-lock.json
+++ b/package-lock.json
@@ -24,6 +24,9 @@
         "prettier": "2.8.3",
         "ts-jest": "^29.1.1",
         "typescript": "^5.3.2"
+      },
+      "engines": {
+        "node": "18.x"
       }
     },
     "node_modules/@aashutoshrathi/word-wrap": {
@@ -8666,6 +8669,11 @@
       "resolved": "https://registry.npmjs.org/@types/triple-beam/-/triple-beam-1.3.5.tgz",
       "integrity": "sha512-6WaYesThRMCl19iryMYP7/x2OVgCtbIVflDGFpWnb9irXI3UjYE4AzmYuiUKY1AJstGijoY+MgUszMgRxIYTYw=="
     },
+    "node_modules/@types/ua-parser-js": {
+      "version": "0.7.39",
+      "resolved": "https://registry.npmjs.org/@types/ua-parser-js/-/ua-parser-js-0.7.39.tgz",
+      "integrity": "sha512-P/oDfpofrdtF5xw433SPALpdSchtJmY7nsJItf8h3KXqOslkbySh8zq4dSWXH2oTjRvJ5PczVEoCZPow6GicLg=="
+    },
     "node_modules/@types/uuid": {
       "version": "9.0.7",
       "resolved": "https://registry.npmjs.org/@types/uuid/-/uuid-9.0.7.tgz",
@@ -21823,6 +21831,7 @@
         "@sentry/react": "^7.76.0",
         "@szhsin/react-menu": "^4.0.2",
         "@types/react-avatar-editor": "^13.0.2",
+        "@types/ua-parser-js": "^0.7.39",
         "class-variance-authority": "^0.7.0",
         "clsx": "^2.0.0",
         "color": "^4.2.3",
@@ -21841,8 +21850,10 @@
         "react-hook-form": "^7.48.2",
         "react-router-dom": "^6.19.0",
         "recoil": "^0.7.7",
+        "semver": "^7.5.4",
         "tailwind-merge": "^2.0.0",
         "tailwindcss-animate": "^1.0.7",
+        "ua-parser-js": "^1.0.37",
         "uuid": "^9.0.0"
       },
       "devDependencies": {
@@ -21878,6 +21889,17 @@
         "node": ">=18.0.0"
       }
     },
+    "quadratic-client/node_modules/lru-cache": {
+      "version": "6.0.0",
+      "resolved": "https://registry.npmjs.org/lru-cache/-/lru-cache-6.0.0.tgz",
+      "integrity": "sha512-Jo6dJ04CmSjuznwJSS3pUeWmd/H0ffTlkXXgwZi+eq1UCmqQwCh+eLsYOYCwY991i2Fah4h1BEMCx4qThGbsiA==",
+      "dependencies": {
+        "yallist": "^4.0.0"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
     "quadratic-client/node_modules/prettier-plugin-tailwindcss": {
       "version": "0.4.1",
       "resolved": "https://registry.npmjs.org/prettier-plugin-tailwindcss/-/prettier-plugin-tailwindcss-0.4.1.tgz",
@@ -21952,6 +21974,25 @@
         }
       }
     },
+    "quadratic-client/node_modules/semver": {
+      "version": "7.5.4",
+      "resolved": "https://registry.npmjs.org/semver/-/semver-7.5.4.tgz",
+      "integrity": "sha512-1bCSESV6Pv+i21Hvpxp3Dx+pSD8lIPt8uVjRrxAUt/nbswYc+tK6Y2btiULjd4+fnq15PX+nqQDC7Oft7WkwcA==",
+      "dependencies": {
+        "lru-cache": "^6.0.0"
+      },
+      "bin": {
+        "semver": "bin/semver.js"
+      },
+      "engines": {
+        "node": ">=10"
+      }
+    },
+    "quadratic-client/node_modules/yallist": {
+      "version": "4.0.0",
+      "resolved": "https://registry.npmjs.org/yallist/-/yallist-4.0.0.tgz",
+      "integrity": "sha512-3wdGidZyq5PB084XLES5TpOSRA3wjXAlIWMhum2kRcv/41Sn2emQ0dycQW4uZXLejwKvg6EsvbdlVL+FYEct7A=="
+    },
     "quadratic-multiplayer": {
       "version": "0.1.0",
       "devDependencies": {}
diff --git a/package.json b/package.json
index 745fef2be3..35a262554f 100644
--- a/package.json
+++ b/package.json
@@ -16,16 +16,15 @@
   ],
   "scripts": {
     "start": "npm run watch:front-end",
-    "start:api": "npm start --workspace=quadratic-api",
+    "api:start": "npm start --workspace=quadratic-api",
     "perf": "npm run watch:perf:front-end",
     "watch:javascript": "cd quadratic-client && npm run watch:javascript",
-    "watch:front-end-back-end": "npm run build:wasm:types && concurrently -n=react,rust,api \"npm:watch:javascript\" \"npm:watch:wasm:javascript\" \"npm:start:api\" \"npm:watch:multiplayer\"",
+    "watch:front-end": "npm run build:wasm:types && concurrently -n=react,core,api,multiplayer \"npm:watch:javascript\" \"npm:watch:wasm:javascript\" \"npm:api:start\" \"npm:watch:multiplayer\"",
+    "watch:perf:front-end": "npm run build:wasm:types && concurrently -n=react,rust,api \"npm:watch:javascript\" \"npm:watch:wasm:perf:javascript\" \"npm run api:start\"",
+    "watch:front-end-back-end": "npm run build:wasm:types && concurrently -n=react,core,api,multiplayer \"npm:watch:javascript\" \"npm:watch:wasm:javascript\" \"npm:start:api\" \"npm:watch:multiplayer\"",
     "watch:app": "npm run build:wasm:types && concurrently -n=react,api 'npm:watch:javascript' 'npm run start:api'",
     "watch:multiplayer": "npm run dev --workspace=quadratic-multiplayer",
     "lint:client": "cd quadratic-client && npm run lint:ts && npm run lint:eslint && lint:prettier && lint:clippy",
-    "watch:perf:front-end": "npm run build:wasm:types && concurrently -n=react,rust,api \"npm:watch:javascript\" \"npm:watch:wasm:perf:javascript\" \"npm run api:start\"",
-    "watch:front-end": "npm run build:wasm:types && concurrently -n=react,rust,api \"npm:watch:javascript\" \"npm:watch:wasm:javascript\" \"npm run api:start\"",
-    "api:start": "cd quadratic-api && npm start",
     "build:wasm:types": "cd quadratic-core && cargo run --bin export_types",
     "watch:wasm:javascript": "cd quadratic-core && cargo watch -s 'wasm-pack build --dev --target web --out-dir ../quadratic-client/src/quadratic-core --weak-refs'",
     "watch:wasm:perf:javascript": "cd quadratic-core && cargo watch -s 'wasm-pack build --target web --out-dir ../quadratic-client/src/quadratic-core --weak-refs'",
@@ -33,12 +32,12 @@
     "coverage:wasm:gen": "cd quadratic-core && cd quadratic-core && CARGO_INCREMENTAL=0 RUSTFLAGS='-Cinstrument-coverage' LLVM_PROFILE_FILE='coverage/cargo-test-%p-%m.profraw' cargo test",
     "coverage:wasm:html": "cd quadratic-core && cd quadratic-core && grcov . --binary-path ./target/debug/deps/ -s . -t html --branch --ignore-not-existing --ignore 'src/wasm_bindings/*' --ignore 'src/bin/*' --ignore '../*' --ignore '/*' -o coverage/html",
     "coverage:wasm:view": "open quadratic-core/coverage/html/index.html",
-    "test:wasm": "cd run test --workspace=quadratic-core",
+    "test:wasm": "cd quadratic-core && cargo test",
     "test:multiplayer": "npm run test --workspace=quadratic-multiplayer",
     "watch:test:wasm": "cd quadratic-core && cargo watch -x test",
     "benchmark:rust": "cd quadratic-core && cargo bench",
     "lint:clippy": "cd quadratic-core && cargo clippy --all-targets --all-features -- -D warnings",
-    "build": "npm run build --workspace=quadratic-api"
+    "heroku-postbuild": "npm run build --workspace=quadratic-api"
   },
   "dependencies": {
     "zod": "^3.22.4"
@@ -47,9 +46,12 @@
     "@types/jest": "^29.5.3",
     "concurrently": "^6.5.1",
     "eslint": "^8.54.0",
-    "typescript": "^5.3.2",
-    "prettier": "2.8.3",
     "jest": "^29.6.1",
-    "ts-jest": "^29.1.1"
+    "prettier": "2.8.3",
+    "ts-jest": "^29.1.1",
+    "typescript": "^5.3.2"
+  },
+  "engines": {
+    "node": "18.x"
   }
 }
diff --git a/quadratic-api/package.json b/quadratic-api/package.json
index a3bc36dc7a..093ca9db87 100644
--- a/quadratic-api/package.json
+++ b/quadratic-api/package.json
@@ -4,10 +4,10 @@
   "description": "",
   "main": "index.js",
   "scripts": {
-    "start": "dotenv -e .env -- ts-node-dev --respawn --exit-child --watch src --project ./tsconfig.json -- ./src/server.ts ",
+    "start": "dotenv -e .env -- ts-node-dev --respawn --exit-child --watch src --project ./tsconfig.json -- ./src/server.ts --max-old-space-size=8192",
     "postinstall": "prisma generate",
     "prebuild": "rm -rf dist",
-    "build": "tsc",
+    "build": "tsc && tsc ../quadratic-shared/*.ts",
     "lint": "npm run lint:eslint && npm run lint:prettier",
     "lint:eslint": "eslint src/**/*.ts",
     "lint:eslint:write": "eslint src/**/*.ts --fix",
diff --git a/quadratic-client/package.json b/quadratic-client/package.json
index 848c2ff1d2..989c6f7725 100644
--- a/quadratic-client/package.json
+++ b/quadratic-client/package.json
@@ -34,6 +34,7 @@
     "@sentry/react": "^7.76.0",
     "@szhsin/react-menu": "^4.0.2",
     "@types/react-avatar-editor": "^13.0.2",
+    "@types/ua-parser-js": "^0.7.39",
     "class-variance-authority": "^0.7.0",
     "clsx": "^2.0.0",
     "color": "^4.2.3",
@@ -52,20 +53,22 @@
     "react-hook-form": "^7.48.2",
     "react-router-dom": "^6.19.0",
     "recoil": "^0.7.7",
+    "semver": "^7.5.4",
     "tailwind-merge": "^2.0.0",
     "tailwindcss-animate": "^1.0.7",
+    "ua-parser-js": "^1.0.37",
     "uuid": "^9.0.0"
   },
   "main": "public/electron.js",
   "scripts": {
     "start": "npm run watch:fast:front-end",
-    "build": "export VITE_VERSION=$(git rev-parse HEAD) && vite build",
+    "build": "export VITE_VERSION=$(git rev-parse HEAD) NODE_OPTIONS=--max-old-space-size=8192 && vite build",
     "build:wasm": "npm run build:wasm:javascript && npm run build:wasm:nodejs && npm run build:wasm:types",
     "build:wasm:types": "cd .. && cd quadratic-core && cargo run --bin export_types",
     "build:wasm:javascript": "cd .. && cd quadratic-core && wasm-pack build --target web --out-dir ../quadratic-client/src/quadratic-core --weak-refs",
     "build:wasm:nodejs": "cd .. && cd quadratic-core && wasm-pack build --target nodejs --out-dir ../quadratic-client/src/quadratic-core/__mocks__ --weak-refs",
     "build:wasm:javascript:dev": "cd .. && cd quadratic-core && wasm-pack build --target web --out-dir ../quadratic-client/src/quadratic-core --weak-refs --dev",
-    "watch:javascript": "export VITE_VERSION=$(git rev-parse HEAD) && vite dev",
+    "watch:javascript": "export VITE_VERSION=$(git rev-parse HEAD) && export NODE_OPTIONS=--max-old-space-size=8192 && vite dev",
     "start:production": "npm run build && serve build",
     "test:all": "concurrently \"npm run test:unit:ci\" \"npm run test:e2e\"",
     "test:unit": "node --experimental-vm-modules ../node_modules/jest/bin/jest.js",
diff --git a/quadratic-client/src/atoms/editorInteractionStateAtom.ts b/quadratic-client/src/atoms/editorInteractionStateAtom.ts
index ab67f74635..2020d5dbab 100644
--- a/quadratic-client/src/atoms/editorInteractionStateAtom.ts
+++ b/quadratic-client/src/atoms/editorInteractionStateAtom.ts
@@ -11,9 +11,11 @@ export interface EditorInteractionState {
   showFeedbackMenu: boolean;
   showShareFileMenu: boolean;
   permission: ApiTypes['/v0/files/:uuid.GET.response']['permission'];
+  uuid: string;
   selectedCell: Coordinate;
   selectedCellSheet: string;
   mode: CellType;
+  follow?: string;
 }
 
 export const editorInteractionStateDefault: EditorInteractionState = {
@@ -23,7 +25,8 @@ export const editorInteractionStateDefault: EditorInteractionState = {
   showGoToMenu: false,
   showFeedbackMenu: false,
   showShareFileMenu: false,
-  permission: 'VIEWER', // FYI: when we call <RecoilRoot> we initialize this with the value from the server
+  permission: 'VIEWER', // when we call <RecoilRoot> we initialize this with the value from the server
+  uuid: '', // when we call <RecoilRoot> we initialize this with the value from the server
   selectedCell: { x: 0, y: 0 },
   selectedCellSheet: '',
   mode: 'TEXT',
diff --git a/quadratic-client/src/dashboard/FileRoute.tsx b/quadratic-client/src/dashboard/FileRoute.tsx
index 74b84c282a..76feaa734c 100644
--- a/quadratic-client/src/dashboard/FileRoute.tsx
+++ b/quadratic-client/src/dashboard/FileRoute.tsx
@@ -1,7 +1,5 @@
 import { ApiError } from '@/api/fetchFromApi';
 import { CONTACT_URL } from '@/constants/urls';
-import { multiplayer } from '@/multiplayer/multiplayer';
-import { useRootRouteLoaderData } from '@/router';
 import { Button } from '@/shadcn/ui/button';
 import { ExclamationTriangleIcon } from '@radix-ui/react-icons';
 import * as Sentry from '@sentry/react';
@@ -77,17 +75,16 @@ export const loader = async ({ request, params }: LoaderFunctionArgs): Promise<F
 };
 
 export const Component = () => {
-  const { user } = useRootRouteLoaderData();
-
   // Initialize recoil with the file's permission we get from the server
   const { permission, uuid } = useLoaderData() as FileData;
   const initializeState = ({ set }: MutableSnapshot) => {
     set(editorInteractionStateAtom, (prevState) => ({
       ...prevState,
+      uuid,
       permission,
     }));
   };
-  multiplayer.enterFileRoom(uuid, user);
+  // multiplayer.enterFileRoom(uuid, user);
 
   return (
     <RecoilRoot initializeState={initializeState}>
diff --git a/quadratic-client/src/debugFlags.ts b/quadratic-client/src/debugFlags.ts
index b3b471ac54..713ca374bf 100644
--- a/quadratic-client/src/debugFlags.ts
+++ b/quadratic-client/src/debugFlags.ts
@@ -57,31 +57,6 @@ export const debugShowCellsHashBoxes = (debug && false) || url.has('cell-boxes')
 // shows CellsHash information
 export const debugShowCellHashesInfo = debug && false;
 
-// ----------------
-// Quadrant caching
-// ----------------
-
-// shows information about subquadrant generation
-export const debugShowSubCacheInfo = debug && false;
-
-// always show cache instead of cell rendering
-export const debugAlwaysShowCache = debug && false;
-
-// shows information about quadrant generation
-export const debugShowCacheInfo = debug && false;
-
-// always show cells instead of cache rendering
-export const debugNeverShowCache = debug && false;
-
-// don't render quadrants
-export const debugSkipQuadrantRendering = debug && false;
-
-// show quadrant colored boxes around rendered range
-export const debugShowQuadrantBoxes = debug && false;
-
-// only render getCellsForDirtyQuadrants -- useful for testing the direct draw of multiple dirty quadrants
-export const debugShowCellsForDirtyQuadrants = debug && false;
-
 // --------
 // Misc.
 // --------
@@ -90,6 +65,8 @@ export const debugShowFileIO = debug && true;
 
 export const debugGridSettings = debug && false;
 
+export const debugShowMultiplayer = debug && true;
+
 // --------
 // UI
 // --------
diff --git a/quadratic-client/src/grid/actions/clearBordersAction.ts b/quadratic-client/src/grid/actions/clearBordersAction.ts
deleted file mode 100644
index 4f1ddd1e06..0000000000
--- a/quadratic-client/src/grid/actions/clearBordersAction.ts
+++ /dev/null
@@ -1,63 +0,0 @@
-import { Coordinate } from '../../gridGL/types/size';
-
-export const clearBordersAction = (args: { start: Coordinate; end: Coordinate; create_transaction?: boolean }) => {
-  throw new Error('not implemented');
-  // const { start, end, create_transaction } = args;
-  // const { sheet } = sheetController;
-
-  // // get all borders in the selection
-  // const borderUpdate: Border[] = [];
-  // const borderDelete: Coordinate[] = [];
-  // for (let y = start.y; y <= end.y; y++) {
-  //   for (let x = start.x; x <= end.x; x++) {
-  //     const border = sheet.borders.get(x, y);
-  //     if (border) {
-  //       borderDelete.push({ x, y });
-  //     }
-  //     if (x === end.x) {
-  //       const border = sheet.borders.get(x + 1, y);
-  //       if (border?.vertical) {
-  //         if (!border.horizontal) {
-  //           borderDelete.push({ x: x + 1, y });
-  //         } else {
-  //           borderUpdate.push({ ...border, vertical: undefined });
-  //         }
-  //       }
-  //     }
-  //     if (y === end.y) {
-  //       const border = sheet.borders.get(x, y + 1);
-  //       if (border?.horizontal) {
-  //         if (!border.vertical) {
-  //           borderDelete.push({ x, y: y + 1 });
-  //         } else {
-  //           borderUpdate.push({ ...border, horizontal: undefined });
-  //         }
-  //       }
-  //     }
-  //   }
-  // }
-
-  // // create transaction to update borders
-  // if (create_transaction ?? true) sheetController.start_transaction();
-
-  // const borders: (Border | Coordinate)[] = [];
-  // if (borderDelete.length) {
-  //   borders.push(
-  //     ...borderDelete.map((border) => {
-  //       return { x: border.x, y: border.y };
-  //     })
-  //   );
-  // }
-  // if (borderUpdate.length) {
-  //   borders.push(...borderUpdate);
-  // }
-  // if (borders.length) {
-  //   sheetController.execute_statement({
-  //     type: 'SET_BORDERS',
-  //     data: borders,
-  //   });
-  // }
-  // if (create_transaction ?? true) sheetController.end_transaction();
-
-  // pixiAppEvents.quadrantsChanged({ range: { start, end } });
-};
diff --git a/quadratic-client/src/grid/controller/Grid.ts b/quadratic-client/src/grid/controller/Grid.ts
index 4544e5a4f5..c8f13884ef 100644
--- a/quadratic-client/src/grid/controller/Grid.ts
+++ b/quadratic-client/src/grid/controller/Grid.ts
@@ -1,3 +1,5 @@
+import { htmlCellsHandler } from '@/gridGL/htmlCells/htmlCellsHandler';
+import { multiplayer } from '@/multiplayer/multiplayer';
 import * as Sentry from '@sentry/react';
 import { Point, Rectangle } from 'pixi.js';
 import { debugMockLargeData } from '../../debugFlags';
@@ -105,6 +107,9 @@ export class Grid {
     if (summary.offsets_modified.length) {
       sheets.updateOffsets(summary.offsets_modified);
       pixiApp.cellsSheets.updateBorders(summary.offsets_modified);
+      htmlCellsHandler.updateOffsets(summary.offsets_modified.map((offset) => offset.id));
+      pixiApp.cursor.dirty = true;
+      pixiApp.multiplayerCursor.dirty = true;
     }
 
     if (summary.code_cells_modified.length) {
@@ -136,6 +141,10 @@ export class Grid {
       this.dirty = true;
       window.dispatchEvent(new CustomEvent('transaction-complete'));
     }
+
+    if (summary.forward_operations) {
+      multiplayer.sendTransaction(summary.forward_operations);
+    }
     pixiApp.setViewportDirty();
   }
 
@@ -740,6 +749,11 @@ export class Grid {
     );
   }
 
+  multiplayerTransaction(transaction: string) {
+    const summary = this.gridController.multiplayerTransaction(transaction);
+    this.transactionResponse(summary);
+  }
+
   //#endregion
 }
 
diff --git a/quadratic-client/src/grid/controller/Sheets.ts b/quadratic-client/src/grid/controller/Sheets.ts
index e27ac27429..2021f05210 100644
--- a/quadratic-client/src/grid/controller/Sheets.ts
+++ b/quadratic-client/src/grid/controller/Sheets.ts
@@ -90,11 +90,11 @@ class Sheets {
       pixiApp.axesLines.dirty = true;
       pixiApp.headings.dirty = true;
       pixiApp.cursor.dirty = true;
-      // pixiApp.quadrants.changeSheet();
       pixiApp.boxCells.reset();
       pixiAppSettings.changeInput(false);
       pixiApp.cellsSheets.show(sheets.sheet.id);
       this.updateSheetBar();
+      pixiApp.loadViewport();
     }
   }
 
@@ -267,6 +267,10 @@ class Sheets {
     pixiApp.gridLines.dirty = true;
     pixiApp.cursor.dirty = true;
   }
+
+  getMultiplayerSelection(): string {
+    return this.sheet.cursor.getMultiplayerSelection();
+  }
 }
 
 export const sheets = new Sheets();
diff --git a/quadratic-client/src/grid/sheet/GridBorders.ts.tbd b/quadratic-client/src/grid/sheet/GridBorders.ts.tbd
deleted file mode 100644
index faf810c98c..0000000000
--- a/quadratic-client/src/grid/sheet/GridBorders.ts.tbd
+++ /dev/null
@@ -1,141 +0,0 @@
-import { Rectangle } from 'pixi.js';
-import { Quadrants } from '../../gridGL/quadrants/Quadrants';
-import { Coordinate, MinMax } from '../../gridGL/types/size';
-import { Border } from '../../schemas';
-import { Bounds } from './Bounds';
-
-export class GridBorders {
-  private bounds = new Bounds();
-  borders = new Map<string, Border>();
-
-  // tracks which quadrants need to render based on GridBorders data
-  quadrants: Set<string> = new Set();
-
-  empty() {
-    this.borders.clear();
-    this.quadrants.clear();
-    this.bounds.clear();
-  }
-
-  private getKey(x?: number, y?: number): string {
-    return `${x ?? ''},${y ?? ''}`;
-  }
-
-  populate(borders?: Border[]) {
-    this.empty();
-    if (!borders?.length) return;
-    this.borders.clear();
-    this.quadrants.clear();
-    borders?.forEach((border) => {
-      this.borders.set(this.getKey(border.x, border.y), border);
-      this.quadrants.add(Quadrants.getKey(border.x, border.y));
-      this.bounds.add(border.x, border.y);
-    });
-  }
-
-  recalculateBounds(): void {
-    this.bounds.clear();
-    if (this.borders.size === 0) return;
-    this.borders.forEach((border) => {
-      this.bounds.add(border.x, border.y);
-    });
-  }
-
-  get(x: number, y: number): Border | undefined {
-    if (this.bounds.contains(x, y)) {
-      return this.borders.get(this.getKey(x, y));
-    }
-  }
-
-  clear(coordinates: Coordinate[]): void {
-    coordinates.forEach((coordinate) => this.borders.delete(this.getKey(coordinate.x, coordinate.y)));
-    this.recalculateBounds();
-  }
-
-  update(borders: Border[]): void {
-    borders.forEach((border) => {
-      this.borders.set(this.getKey(border.x, border.y), border);
-      this.quadrants.add(Quadrants.getKey(border.x, border.y));
-      this.bounds.add(border.x, border.y);
-    });
-  }
-
-  getBorders(bounds: Rectangle): Border[] {
-    const borders: Border[] = [];
-    for (let y = bounds.top; y <= bounds.bottom; y++) {
-      for (let x = bounds.left; x <= bounds.right; x++) {
-        if (this.bounds.contains(x, y)) {
-          const border = this.borders.get(this.getKey(x, y));
-          if (border) borders.push(border);
-        }
-      }
-    }
-    return borders;
-  }
-
-  getBounds(bounds: Rectangle): Rectangle {
-    const { minX, minY, maxX, maxY } = this.bounds;
-    const columnStartIndex = this.gridOffsets.getColumnIndex(bounds.left);
-    const columnStart = columnStartIndex.index > minX ? columnStartIndex.index : minX;
-    const columnEndIndex = this.gridOffsets.getColumnIndex(bounds.right);
-    const columnEnd = columnEndIndex.index < maxX ? columnEndIndex.index : maxX;
-
-    const rowStartIndex = this.gridOffsets.getRowIndex(bounds.top);
-    const rowStart = rowStartIndex.index > minY ? rowStartIndex.index : minY;
-    const rowEndIndex = this.gridOffsets.getRowIndex(bounds.bottom);
-    const rowEnd = rowEndIndex.index < maxY ? rowEndIndex.index : maxY;
-
-    return new Rectangle(columnStart, rowStart, columnEnd - columnStart, rowEnd - rowStart);
-  }
-
-  getGridBounds(): Rectangle | undefined {
-    return this.bounds.toRectangle();
-  }
-
-  getRowMinMax(row: number): MinMax {
-    const { minX, maxX } = this.bounds;
-    let min = Infinity;
-    let max = -Infinity;
-    for (let x = minX; x <= maxX; x++) {
-      if (this.get(x, row)) {
-        min = x;
-        break;
-      }
-    }
-    for (let x = maxX; x >= minX; x--) {
-      if (this.get(x, row)) {
-        max = x;
-        break;
-      }
-    }
-    return { min, max };
-  }
-
-  getColumnMinMax(column: number): MinMax | undefined {
-    const { minY, maxY } = this.bounds;
-    let min = Infinity;
-    let max = -Infinity;
-    for (let y = minY; y <= maxY; y++) {
-      if (this.get(column, y)) {
-        min = y;
-        break;
-      }
-    }
-    for (let y = maxY; y >= minY; y--) {
-      if (this.get(column, y)) {
-        max = y;
-        break;
-      }
-    }
-    if (min === Infinity) return;
-    return { min, max };
-  }
-
-  getArray(): Border[] {
-    return Array.from(this.borders, ([_, border]) => border);
-  }
-
-  hasQuadrant(x: number, y: number): boolean {
-    return this.quadrants.has(Quadrants.getKey(x, y));
-  }
-}
diff --git a/quadratic-client/src/grid/sheet/SheetCursor.ts b/quadratic-client/src/grid/sheet/SheetCursor.ts
index bf241a8dd5..569e9cb9a2 100644
--- a/quadratic-client/src/grid/sheet/SheetCursor.ts
+++ b/quadratic-client/src/grid/sheet/SheetCursor.ts
@@ -78,17 +78,21 @@ export class SheetCursor {
       this.keyboardMovePosition = options.keyboardMovePosition;
     }
     pixiApp.updateCursorPosition({ ensureVisible: options.ensureVisible ?? true });
-    multiplayer.sendSelection(
-      this.cursorPosition,
-      this.multiCursor
-        ? new Rectangle(
-            this.multiCursor.originPosition.x,
-            this.multiCursor.originPosition.y,
-            this.multiCursor.terminalPosition.x - this.multiCursor.originPosition.x,
-            this.multiCursor.terminalPosition.y - this.multiCursor.originPosition.y
-          )
-        : undefined
-    );
+    multiplayer.sendSelection(this.getMultiplayerSelection());
+  }
+
+  // gets a stringified selection string for multiplayer
+  getMultiplayerSelection(): string {
+    const cursor = this.cursorPosition;
+    const rectangle = this.multiCursor
+      ? new Rectangle(
+          this.multiCursor.originPosition.x,
+          this.multiCursor.originPosition.y,
+          this.multiCursor.terminalPosition.x - this.multiCursor.originPosition.x,
+          this.multiCursor.terminalPosition.y - this.multiCursor.originPosition.y
+        )
+      : undefined;
+    return JSON.stringify({ cursor, rectangle });
   }
 
   changeBoxCells(boxCells: boolean) {
diff --git a/quadratic-client/src/gridGL/QuadraticGrid.tsx b/quadratic-client/src/gridGL/QuadraticGrid.tsx
index 20e2a042ab..33eea7cd8d 100644
--- a/quadratic-client/src/gridGL/QuadraticGrid.tsx
+++ b/quadratic-client/src/gridGL/QuadraticGrid.tsx
@@ -6,6 +6,7 @@ import { FloatingContextMenu } from '../ui/menus/ContextMenu/FloatingContextMenu
 import { HtmlCells } from './htmlCells/HtmlCells';
 import { CellInput } from './interaction/CellInput';
 import { useKeyboard } from './interaction/keyboard/useKeyboard';
+import { MultiplayerCellEdits } from './multiplayerInput/MultiplayerCellEdits';
 import { pixiApp } from './pixiApp/PixiApp';
 import { PanMode, pixiAppSettings } from './pixiApp/PixiAppSettings';
 
@@ -119,6 +120,7 @@ export default function QuadraticGrid() {
       onKeyUp={onKeyUp}
     >
       {showInput && <CellInput container={container} />}
+      <MultiplayerCellEdits container={container} />
       <HtmlCells />
       <FloatingContextMenu container={container} showContextMenu={showContextMenu} />
       <MultiplayerCursors />
diff --git a/quadratic-client/src/gridGL/UI/Cursor.ts b/quadratic-client/src/gridGL/UI/Cursor.ts
index 4c9811e8c1..0a82305239 100644
--- a/quadratic-client/src/gridGL/UI/Cursor.ts
+++ b/quadratic-client/src/gridGL/UI/Cursor.ts
@@ -17,10 +17,10 @@ const NUM_OF_CELL_REF_COLORS = colors.cellHighlightColor.length;
 export type CursorCell = { x: number; y: number; width: number; height: number };
 const CURSOR_CELL_DEFAULT_VALUE: CursorCell = { x: 0, y: 0, width: 0, height: 0 };
 // adds a bit of padding when editing a cell w/CellInput
-const CELL_INPUT_PADDING = CURSOR_THICKNESS * 2;
+export const CELL_INPUT_PADDING = CURSOR_THICKNESS * 2;
 
 // outside border when editing the cell
-const INPUT_ALPHA = 0.333;
+const CURSOR_INPUT_ALPHA = 0.333;
 
 export class Cursor extends Graphics {
   indicator: Rectangle;
@@ -95,7 +95,7 @@ export class Cursor extends Graphics {
       this.lineStyle({
         width: CURSOR_THICKNESS * 1.5,
         color,
-        alpha: INPUT_ALPHA,
+        alpha: CURSOR_INPUT_ALPHA,
         alignment: 1,
       });
       this.drawRect(x, y, width, height);
diff --git a/quadratic-client/src/gridGL/UI/UIMultiplayerCursor.ts b/quadratic-client/src/gridGL/UI/UIMultiplayerCursor.ts
index 9e47628274..e4e5319c90 100644
--- a/quadratic-client/src/gridGL/UI/UIMultiplayerCursor.ts
+++ b/quadratic-client/src/gridGL/UI/UIMultiplayerCursor.ts
@@ -4,11 +4,15 @@ import { Graphics, Rectangle } from 'pixi.js';
 import { sheets } from '../../grid/controller/Sheets';
 import { pixiApp } from '../pixiApp/PixiApp';
 import { Coordinate } from '../types/size';
+import { CELL_INPUT_PADDING } from './Cursor';
 
 export const CURSOR_THICKNESS = 1;
 const ALPHA = 0.5;
 const FILL_ALPHA = 0.01 / ALPHA;
 
+// outside border when editing the cell
+const CURSOR_INPUT_ALPHA = 0.333 / ALPHA;
+
 export class UIMultiPlayerCursor extends Graphics {
   dirty = false;
 
@@ -18,23 +22,46 @@ export class UIMultiPlayerCursor extends Graphics {
   }
 
   // todo: handle multiple people in the same cell
-  private drawCursor(color: number, cursor: Coordinate) {
+  private drawCursor({
+    color,
+    cursor,
+    editing,
+    sessionId,
+    code,
+  }: {
+    color: number;
+    cursor: Coordinate;
+    editing: boolean;
+    sessionId: string;
+    code: boolean;
+  }): void {
     const sheet = sheets.sheet;
-
+    if (cursor.x === undefined || cursor.y === undefined) debugger
     let { x, y, width, height } = sheet.getCellOffsets(cursor.x, cursor.y);
 
-    // draw cursor
+    if (editing) {
+      const cellEdit = document.querySelector(`.multiplayer-cell-edit-${sessionId}`) as HTMLDivElement;
+      if (cellEdit.offsetWidth + CELL_INPUT_PADDING > width) {
+        width = Math.max(cellEdit.offsetWidth + CELL_INPUT_PADDING, width);
+      }
+    }
+
+    // draw cursor)
     this.lineStyle({
       width: CURSOR_THICKNESS,
       color,
       alignment: 0,
     });
-    this.moveTo(x, y);
-    this.lineTo(x + width, y);
-    this.lineTo(x + width, y + height);
-    this.moveTo(x + width, y + height);
-    this.lineTo(x, y + height);
-    this.lineTo(x, y);
+    this.drawRect(x, y, width, height);
+    if (editing || code) {
+      this.lineStyle({
+        width: CURSOR_THICKNESS * 1.5,
+        color,
+        alpha: CURSOR_INPUT_ALPHA,
+        alignment: 1,
+      });
+      this.drawRect(x, y, width, height);
+    }
   }
 
   private drawMultiCursor(color: number, rectangle: Rectangle): void {
@@ -55,15 +82,21 @@ export class UIMultiPlayerCursor extends Graphics {
     if (this.dirty) {
       this.dirty = false;
       this.clear();
-      // const sheetId = sheets.sheet.id;
-      multiplayer.players.forEach((player) => {
+      const sheetId = sheets.sheet.id;
+      multiplayer.users.forEach((player) => {
         const color = MULTIPLAYER_COLORS_TINT[player.color];
-        if (player.selection /* && player.sheetId === sheetId */) {
-          this.drawCursor(color, player.selection.cursor);
+        if (player.parsedSelection && player.sheet_id === sheetId) {
+          this.drawCursor({
+            color,
+            cursor: player.parsedSelection.cursor,
+            editing: player.cell_edit.active,
+            sessionId: player.session_id,
+            code: player.cell_edit.code_editor,
+          });
 
           // note: the rectangle is not really a PIXI.Rectangle, but a (x, y, width, height) type (b/c we JSON stringified)
-          if (player.selection.rectangle) {
-            this.drawMultiCursor(color, player.selection.rectangle);
+          if (player.parsedSelection.rectangle) {
+            this.drawMultiCursor(color, player.parsedSelection.rectangle);
           }
         }
       });
diff --git a/quadratic-client/src/gridGL/cells/CellsSheets.ts b/quadratic-client/src/gridGL/cells/CellsSheets.ts
index b8ddc63c83..d2d122d746 100644
--- a/quadratic-client/src/gridGL/cells/CellsSheets.ts
+++ b/quadratic-client/src/gridGL/cells/CellsSheets.ts
@@ -31,7 +31,6 @@ export class CellsSheets extends Container<CellsSheet> {
     }
     const cellsSheet = this.addChild(new CellsSheet(sheet));
     await cellsSheet.preload();
-    this.show(sheet.id);
   }
 
   deleteSheet(id: string): void {
@@ -49,7 +48,6 @@ export class CellsSheets extends Container<CellsSheet> {
         if (this.current?.sheet.id !== child?.sheet.id) {
           this.current = child;
           child.show(pixiApp.viewport.getVisibleBounds());
-          pixiApp.loadViewport();
         }
       } else {
         child.hide();
diff --git a/quadratic-client/src/gridGL/htmlCells/HtmlCell.ts b/quadratic-client/src/gridGL/htmlCells/HtmlCell.ts
index 2b340bb8de..80bba00337 100644
--- a/quadratic-client/src/gridGL/htmlCells/HtmlCell.ts
+++ b/quadratic-client/src/gridGL/htmlCells/HtmlCell.ts
@@ -1,5 +1,6 @@
 import { CELL_HEIGHT, CELL_WIDTH } from '@/constants/gridConstants';
 import { sheets } from '@/grid/controller/Sheets';
+import { Sheet } from '@/grid/sheet/Sheet';
 import { JsHtmlOutput } from '@/quadratic-core/types';
 import { colors } from '@/theme/colors';
 import { InteractionEvent } from 'pixi.js';
@@ -20,15 +21,22 @@ export class HtmlCell {
   private resizing: HtmlCellResizing | undefined;
   private hoverSide: 'right' | 'bottom' | 'corner' | undefined;
 
+  sheet: Sheet;
+
   div: HTMLDivElement;
 
   constructor(htmlCell: JsHtmlOutput) {
     this.htmlCell = htmlCell;
+    const sheet = sheets.getById(htmlCell.sheet_id)!;
+    if (!sheet) {
+      throw new Error(`Expected to find sheet with id ${htmlCell.sheet_id}`);
+    }
+    this.sheet = sheet;
 
     this.div = document.createElement('div');
     this.div.className = 'html-cell';
     this.div.style.border = `1px solid ${colors.cellColorUserPythonRgba}`;
-    const offset = sheets.sheet.getCellOffsets(Number(htmlCell.x), Number(htmlCell.y));
+    const offset = this.sheet.getCellOffsets(Number(htmlCell.x), Number(htmlCell.y));
 
     // the 0.5 is adjustment for the border
     this.div.style.left = `${offset.x - 0.5}px`;
@@ -57,6 +65,10 @@ export class HtmlCell {
     } else {
       this.iframe.addEventListener('load', this.afterLoad);
     }
+
+    if (this.sheet.id !== sheets.sheet.id) {
+      this.div.style.visibility = 'hidden';
+    }
   }
 
   get x(): number {
@@ -253,4 +265,12 @@ export class HtmlCell {
   setHeight(height: number) {
     this.iframe.height = height.toString();
   }
+
+  updateOffsets() {
+    const offset = this.sheet.getCellOffsets(this.x, this.y);
+
+    // the 0.5 is adjustment for the border
+    this.div.style.left = `${offset.x - 0.5}px`;
+    this.div.style.top = `${offset.y + offset.height - 0.5}px`;
+  }
 }
diff --git a/quadratic-client/src/gridGL/htmlCells/htmlCellsHandler.ts b/quadratic-client/src/gridGL/htmlCells/htmlCellsHandler.ts
index c81204bba1..eac7d4ba2e 100644
--- a/quadratic-client/src/gridGL/htmlCells/htmlCellsHandler.ts
+++ b/quadratic-client/src/gridGL/htmlCells/htmlCellsHandler.ts
@@ -105,6 +105,13 @@ class HTMLCellsHandler {
   getCells(): HtmlCell[] {
     return Array.from(this.cells.values());
   }
+
+  // handle changes to offsets
+  updateOffsets(sheetIds: string[]) {
+    this.cells.forEach((cell) => {
+      if (sheetIds.includes(cell.sheet.id)) cell.updateOffsets();
+    });
+  }
 }
 
 export const htmlCellsHandler = new HTMLCellsHandler();
diff --git a/quadratic-client/src/gridGL/interaction/CellInput.tsx b/quadratic-client/src/gridGL/interaction/CellInput.tsx
index 25b66a04e4..4b2034bb0b 100644
--- a/quadratic-client/src/gridGL/interaction/CellInput.tsx
+++ b/quadratic-client/src/gridGL/interaction/CellInput.tsx
@@ -1,4 +1,4 @@
-/* eslint-disable @typescript-eslint/no-unused-vars */
+import { multiplayer } from '@/multiplayer/multiplayer';
 import { Rectangle } from 'pixi.js';
 import { ClipboardEvent, useCallback, useRef, useState } from 'react';
 import { useRecoilState } from 'recoil';
@@ -9,7 +9,7 @@ import { CURSOR_THICKNESS } from '../UI/Cursor';
 import { pixiApp } from '../pixiApp/PixiApp';
 import { pixiAppSettings } from '../pixiApp/PixiAppSettings';
 import { Coordinate } from '../types/size';
-import { isCursorAtEnd, isCursorAtStart } from './contentEditableHelper';
+import { getCursorLocation, isCursorAtEnd, isCursorAtStart } from './contentEditableHelper';
 
 interface CellInputProps {
   container?: HTMLDivElement;
@@ -45,22 +45,32 @@ export const CellInput = (props: CellInputProps) => {
   }
 
   // moves the cursor to the end of the input (since we're placing a single character that caused the input to open)
-  const handleFocus = useCallback((e: any) => {
-    const div = e.target;
-    window.setTimeout(() => {
-      if (!document.hasFocus() || !div.contains(document.activeElement)) return;
-      if (div.innerText?.length) {
-        const selection = document.getSelection();
-        const range = document.createRange();
-        if (selection) {
-          range.setStart(div.childNodes[0], div.innerText.length);
-          range.collapse(true);
-          selection.removeAllRanges();
-          selection.addRange(range);
+  const handleFocus = useCallback(
+    (e: any) => {
+      const div = e.target;
+      window.setTimeout(() => {
+        if (!document.hasFocus() || !div.contains(document.activeElement)) return;
+        if (div.innerText?.length) {
+          const selection = document.getSelection();
+          const range = document.createRange();
+          if (selection) {
+            range.setStart(div.childNodes[0], div.innerText.length);
+            range.collapse(true);
+            selection.removeAllRanges();
+            selection.addRange(range);
+          }
         }
-      }
-    }, 0);
-  }, []);
+        multiplayer.sendCellEdit(
+          div.innerText ?? '',
+          div.innerText?.length ?? 0,
+          false,
+          temporaryBold,
+          temporaryItalic
+        );
+      }, 0);
+    },
+    [temporaryBold, temporaryItalic]
+  );
 
   // Effect for sizing the input width to the length of the value
   const [textInput, setTextInput] = useState<HTMLDivElement>();
@@ -167,6 +177,9 @@ export const CellInput = (props: CellInputProps) => {
     const parsed = new DOMParser().parseFromString(text, 'text/html');
     const result = parsed.body.textContent || '';
     document.execCommand('insertHTML', false, result.replace(/(\r\n|\n|\r)/gm, ''));
+    if (textInput) {
+      multiplayer.sendCellEdit(textInput.innerText, getCursorLocation(), false, temporaryBold, temporaryItalic);
+    }
     event.preventDefault();
   };
 
@@ -305,6 +318,11 @@ export const CellInput = (props: CellInputProps) => {
         // ensure the cell border is redrawn
         pixiApp.cursor.dirty = true;
       }}
+      onKeyUp={() => {
+        if (textInput) {
+          multiplayer.sendCellEdit(textInput.innerText, getCursorLocation(), false, temporaryBold, temporaryItalic);
+        }
+      }}
     >
       {text.current}
     </div>
diff --git a/quadratic-client/src/gridGL/interaction/contentEditableHelper.ts b/quadratic-client/src/gridGL/interaction/contentEditableHelper.ts
index cc8aa66f9f..e2b8f64eb7 100644
--- a/quadratic-client/src/gridGL/interaction/contentEditableHelper.ts
+++ b/quadratic-client/src/gridGL/interaction/contentEditableHelper.ts
@@ -11,3 +11,9 @@ export const isCursorAtEnd = (editableDiv: HTMLDivElement): boolean => {
   if (!selection || selection.rangeCount > 1 || selection.type !== 'Caret') return false;
   return selection.anchorOffset === editableDiv.textContent?.length;
 };
+
+export const getCursorLocation = (): number => {
+  const selection = window.getSelection();
+  if (!selection || selection.rangeCount > 1 || selection.type !== 'Caret') return 0;
+  return selection.anchorOffset;
+};
diff --git a/quadratic-client/src/gridGL/interaction/pointer/Pointer.ts b/quadratic-client/src/gridGL/interaction/pointer/Pointer.ts
index 7e365caf79..b3c2525744 100644
--- a/quadratic-client/src/gridGL/interaction/pointer/Pointer.ts
+++ b/quadratic-client/src/gridGL/interaction/pointer/Pointer.ts
@@ -6,18 +6,20 @@ import { PointerAutoComplete } from './PointerAutoComplete/PointerAutoComplete';
 import { PointerDown } from './PointerDown';
 import { PointerHeading } from './PointerHeading';
 import { PointerHtmlCells } from './PointerHtmlCells';
+import { PointerCursor } from './pointerCursor';
 
 export class Pointer {
   pointerHeading: PointerHeading;
   pointerAutoComplete: PointerAutoComplete;
   pointerHtmlCells: PointerHtmlCells;
-
+  pointerCursor: PointerCursor;
   pointerDown: PointerDown;
 
   constructor(viewport: Viewport) {
     this.pointerHeading = new PointerHeading();
     this.pointerAutoComplete = new PointerAutoComplete();
     this.pointerDown = new PointerDown();
+    this.pointerCursor = new PointerCursor();
     this.pointerHtmlCells = new PointerHtmlCells();
 
     viewport.on('pointerdown', this.handlePointerDown);
@@ -25,6 +27,7 @@ export class Pointer {
     viewport.on('pointerup', this.pointerUp);
     viewport.on('pointerupoutside', this.pointerUp);
     pixiApp.canvas.addEventListener('pointerleave', this.pointerLeave);
+    window.addEventListener('blur', this.pointerLeave);
   }
 
   private pointerLeave = () => {
@@ -38,6 +41,7 @@ export class Pointer {
     viewport.off('pointerup', this.pointerUp);
     viewport.off('pointerupoutside', this.pointerUp);
     pixiApp.canvas.removeEventListener('pointerleave', this.pointerLeave);
+    window.removeEventListener('blur', this.pointerLeave);
     this.pointerDown.destroy();
   }
 
@@ -62,8 +66,8 @@ export class Pointer {
     this.pointerHtmlCells.pointerMove(e) ||
       this.pointerHeading.pointerMove(world) ||
       this.pointerAutoComplete.pointerMove(world) ||
-      this.pointerDown.pointerMove(world);
-    // this.pointerCursor.pointerMove(world); TODO: verify if we need this line
+      this.pointerDown.pointerMove(world) ||
+      this.pointerCursor.pointerMove(world);
 
     // change the cursor based on pointer priority
     const cursor =
diff --git a/quadratic-client/src/gridGL/interaction/pointer/PointerHeading.ts b/quadratic-client/src/gridGL/interaction/pointer/PointerHeading.ts
index e732f45598..97ea295a5c 100644
--- a/quadratic-client/src/gridGL/interaction/pointer/PointerHeading.ts
+++ b/quadratic-client/src/gridGL/interaction/pointer/PointerHeading.ts
@@ -1,3 +1,4 @@
+import { htmlCellsHandler } from '@/gridGL/htmlCells/htmlCellsHandler';
 import { InteractivePointerEvent, Point } from 'pixi.js';
 import { isEditorOrAbove } from '../../../actions';
 import { CELL_TEXT_MARGIN_LEFT, CELL_WIDTH } from '../../../constants/gridConstants';
@@ -181,6 +182,7 @@ export class PointerHeading {
             column: this.resizing.column,
             delta: size - this.resizing.lastSize,
           });
+          htmlCellsHandler.updateOffsets([sheets.sheet.id]);
           this.resizing.lastSize = size;
         }
       } else if (this.resizing.row !== undefined) {
diff --git a/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdit.tsx b/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdit.tsx
new file mode 100644
index 0000000000..77c71cd428
--- /dev/null
+++ b/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdit.tsx
@@ -0,0 +1,140 @@
+import { useEffect, useRef } from 'react';
+import { sheets } from '../../grid/controller/Sheets';
+import { CURSOR_THICKNESS } from '../UI/Cursor';
+import { pixiApp } from '../pixiApp/PixiApp';
+import { MultiplayerCell } from './useMultiplayerCellEdit';
+
+interface Props {
+  container: HTMLDivElement;
+  multiplayerCellInput: MultiplayerCell;
+}
+
+const CURSOR_WIDTH = 2;
+
+export const MultiplayerCellEdit = (props: Props) => {
+  const { container } = props;
+
+  const { cell, italic, bold, text, cursor, playerColor, sessionId } = props.multiplayerCellInput;
+  const viewport = pixiApp.viewport;
+  const sheet = sheets.sheet;
+  const cellOffsets = sheet.getCellOffsets(cell.x, cell.y);
+
+  const formatting = sheet.getCellFormatSummary(cell.x, cell.y);
+  const displayItalic = italic === null ? formatting?.italic : italic;
+  const displayBold = bold === null ? formatting?.bold : bold;
+  let fontFamily: string = 'OpenSans';
+  if (displayItalic && displayBold) {
+    fontFamily = 'OpenSans-BoldItalic';
+  } else if (displayItalic) {
+    fontFamily = 'OpenSans-Italic';
+  } else if (displayBold) {
+    fontFamily = 'OpenSans-Bold';
+  }
+
+  const textInput = useRef<HTMLDivElement>(null);
+
+  useEffect(() => {
+    // Register lister for when grid moves to resize and move input with CSS
+    viewport.on('moved', updateInputCSSTransform);
+    viewport.on('moved-end', updateInputCSSTransform);
+
+    return () => {
+      viewport.off('moved-end', updateInputCSSTransform);
+      viewport.off('moved', updateInputCSSTransform);
+    };
+  });
+
+  // If we don't have a viewport, we can't continue.
+  if (!viewport) return null;
+
+  // Function used to move and scale the Input with the Grid
+  function updateInputCSSTransform() {
+    if (!container) return '';
+
+    // Get world transform matrix
+    let worldTransform = viewport.worldTransform;
+
+    // Calculate position of input based on cell (magic number via experimentation)
+    let cell_offset_scaled = viewport.toScreen(cellOffsets.x + CURSOR_THICKNESS, cellOffsets.y + CURSOR_THICKNESS);
+
+    // Generate transform CSS
+    const transform =
+      'matrix(' +
+      [
+        worldTransform.a,
+        worldTransform.b,
+        worldTransform.c,
+        worldTransform.d,
+        cell_offset_scaled.x + container.offsetLeft,
+        cell_offset_scaled.y + container.offsetTop,
+      ].join(',') +
+      ')';
+
+    // Update input css matrix
+    if (textInput.current) textInput.current.style.transform = transform;
+
+    // return transform
+    return transform;
+  }
+
+  // set input's initial position correctly
+  const transform = updateInputCSSTransform();
+
+  // need to add one extra character at end in case the cursor is there
+  const textCharacters = text ? [...text.split(''), ''] : [];
+
+  return (
+    <>
+      <div
+        className={`multiplayer-cell-edit-${sessionId}`}
+        contentEditable={true}
+        suppressContentEditableWarning={true}
+        ref={textInput}
+        spellCheck={false}
+        style={{
+          display: 'table-cell',
+          position: 'absolute',
+          top: 0,
+          left: 0,
+          minWidth: cellOffsets.width - CURSOR_THICKNESS * 2,
+          outline: 'none',
+          color: formatting.textColor ?? 'black',
+          padding: `0 ${CURSOR_THICKNESS}px 0 0`,
+          margin: 0,
+          lineHeight: `${cellOffsets.height - CURSOR_THICKNESS * 2}px`,
+          verticalAlign: 'text-top',
+          transformOrigin: '0 0',
+          transform,
+          fontFamily,
+          fontSize: '14px',
+          backgroundColor: formatting.fillColor ?? 'white',
+          whiteSpace: 'nowrap',
+        }}
+      >
+        <div style={{ position: 'relative' }}>
+          {textCharacters.map((character, index) => {
+            if (index === cursor) {
+              return (
+                <span key={index} style={{ position: 'relative' }}>
+                  <span
+                    style={{
+                      position: 'absolute',
+                      top: 0,
+                      left: 0,
+                      height: '100%',
+                      width: `${CURSOR_WIDTH}px`,
+                      backgroundColor: playerColor,
+                    }}
+                  />
+                  <span>{character}</span>
+                </span>
+              );
+            } else {
+              return character;
+            }
+          })}
+        </div>
+      </div>
+    </>
+  );
+};
diff --git a/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdits.tsx b/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdits.tsx
new file mode 100644
index 0000000000..c8508e04bb
--- /dev/null
+++ b/quadratic-client/src/gridGL/multiplayerInput/MultiplayerCellEdits.tsx
@@ -0,0 +1,21 @@
+import { MultiplayerCellEdit } from './MultiplayerCellEdit';
+import { useMultiplayerCellEdit } from './useMultiplayerCellEdit';
+
+interface Props {
+  container?: HTMLDivElement;
+}
+
+export const MultiplayerCellEdits = (props: Props) => {
+  const { container } = props;
+  const multiplayerCellInput = useMultiplayerCellEdit();
+
+  if (!container) return;
+
+  return (
+    <div style={{ position: 'absolute', width: '100%', height: '100%', pointerEvents: 'none' }}>
+      {multiplayerCellInput.map((cell) => (
+        <MultiplayerCellEdit key={cell.sessionId} multiplayerCellInput={cell} container={container} />
+      ))}
+    </div>
+  );
+};
diff --git a/quadratic-client/src/gridGL/multiplayerInput/useMultiplayerCellEdit.tsx b/quadratic-client/src/gridGL/multiplayerInput/useMultiplayerCellEdit.tsx
new file mode 100644
index 0000000000..c6335cfcf0
--- /dev/null
+++ b/quadratic-client/src/gridGL/multiplayerInput/useMultiplayerCellEdit.tsx
@@ -0,0 +1,49 @@
+// Displays when a multiplayer user is editing a cell
+
+import { sheets } from '@/grid/controller/Sheets';
+import { useEffect, useState } from 'react';
+import { Coordinate } from '../types/size';
+
+export interface MultiplayerCell {
+  sessionId: string;
+  sheetId: string;
+  cell: Coordinate;
+  text?: string;
+  bold: boolean;
+  italic: boolean;
+  cursor: number;
+  playerColor: string;
+}
+
+export const useMultiplayerCellEdit = (): MultiplayerCell[] => {
+  const [multiplayerCellInput, setMultiplayerCellInput] = useState<MultiplayerCell[]>([]);
+  useEffect(() => {
+    const updateMultiplayerCellEdit = (e: any) => {
+      const multiplayerCell = e.detail as MultiplayerCell;
+      setMultiplayerCellInput((prev) => {
+        const found = prev.findIndex((prev) => prev.sessionId === multiplayerCell.sessionId);
+        if (multiplayerCell && found === -1) {
+          return [...prev, multiplayerCell];
+        }
+        return prev.map((cell, index) => {
+          if (index === found) return multiplayerCell;
+          return cell;
+        });
+      });
+    };
+    window.addEventListener('multiplayer-cell-edit', updateMultiplayerCellEdit);
+    return () => window.removeEventListener('multiplayer-cell-edit', updateMultiplayerCellEdit);
+  }, []);
+
+  // force rerender when sheet changes
+  // eslint-disable-next-line @typescript-eslint/no-unused-vars
+  const [_, setTrigger] = useState(0);
+  useEffect(() => {
+    const updateTrigger = () => setTrigger((prev) => prev + 1);
+    window.addEventListener('sheet-change', updateTrigger);
+    return () => window.removeEventListener('sheet-change', updateTrigger);
+  });
+
+  // only return users that are actively editing (ie, text !== undefined)
+  return multiplayerCellInput.filter((cell) => cell.text !== undefined && cell.sheetId === sheets.sheet.id);
+};
diff --git a/quadratic-client/src/gridGL/pixiApp/PixiApp.ts b/quadratic-client/src/gridGL/pixiApp/PixiApp.ts
index c9d71c38f8..1743128547 100644
--- a/quadratic-client/src/gridGL/pixiApp/PixiApp.ts
+++ b/quadratic-client/src/gridGL/pixiApp/PixiApp.ts
@@ -1,9 +1,9 @@
+import { multiplayer } from '@/multiplayer/multiplayer';
 import { Viewport } from 'pixi-viewport';
-import { Container, Graphics, Rectangle, Renderer } from 'pixi.js';
+import { Container, Graphics, Point, Rectangle, Renderer } from 'pixi.js';
 import { isMobile } from 'react-device-detect';
 import { editorInteractionStateDefault } from '../../atoms/editorInteractionStateAtom';
 import { HEADING_SIZE } from '../../constants/gridConstants';
-import { debugShowCacheFlag } from '../../debugFlags';
 import {
   copyToClipboardEvent,
   cutToClipboardEvent,
@@ -22,16 +22,17 @@ import { Pointer } from '../interaction/pointer/Pointer';
 import { ensureVisible } from '../interaction/viewportHelper';
 import { loadAssets } from '../loadAssets';
 import { HORIZONTAL_SCROLL_KEY, Wheel, ZOOM_KEY } from '../pixiOverride/Wheel';
-import { Quadrants } from '../quadrants/Quadrants';
 import { pixiAppSettings } from './PixiAppSettings';
 import { Update } from './Update';
 import { HighlightedCells } from './highlightedCells';
 import './pixiApp.css';
 
+// todo: move viewport stuff to a viewport.ts file
+const MULTIPLAYER_VIEWPORT_EASE_TIME = 100;
+
 export class PixiApp {
   private parent?: HTMLDivElement;
   private update!: Update;
-  private cacheIsVisible = false;
 
   highlightedCells = new HighlightedCells();
   canvas!: HTMLCanvasElement;
@@ -43,7 +44,6 @@ export class PixiApp {
   headings!: GridHeadings;
   boxCells!: BoxCells;
   cellsSheets!: CellsSheets;
-  quadrants!: Quadrants;
   pointer!: Pointer;
   viewportContents!: Container;
   htmlPlaceholders!: HtmlPlaceholders;
@@ -56,7 +56,10 @@ export class PixiApp {
   // for testing purposes
   debug!: Graphics;
 
+  initialized = false;
+
   async init() {
+    this.initialized = true;
     await loadAssets();
     this.initCanvas();
     await this.rebuild();
@@ -109,16 +112,12 @@ export class PixiApp {
     // hack to ensure pointermove works outside of canvas
     this.viewport.off('pointerout');
 
-    // this holds the viewport's contents so it can be reused in Quadrants
+    // this holds the viewport's contents
     this.viewportContents = this.viewport.addChild(new Container());
 
     // useful for debugging at viewport locations
     this.debug = this.viewportContents.addChild(new Graphics());
 
-    // todo...
-    this.quadrants = new Quadrants(); //this.viewportContents.addChild(new Quadrants(this));
-    this.quadrants.visible = false;
-
     this.gridLines = this.viewportContents.addChild(new GridLines());
     this.axesLines = this.viewportContents.addChild(new AxesLines());
     this.cellsSheets = this.viewportContents.addChild(new CellsSheets());
@@ -150,31 +149,6 @@ export class PixiApp {
     document.removeEventListener('cut', cutToClipboardEvent);
   }
 
-  private showCache(): void {
-    if (debugShowCacheFlag && !this.quadrants.visible) {
-      const cacheOn = document.querySelector('.debug-show-cache-on');
-      if (cacheOn) {
-        (cacheOn as HTMLSpanElement).innerHTML = 'CACHE';
-      }
-    }
-    // this.cells.changeVisibility(false);
-    this.quadrants.visible = true;
-    this.cacheIsVisible = true;
-  }
-
-  private showCells(): void {
-    // if (debugShowCacheFlag && !this.cells.visible) {
-    //   const cacheOn = document.querySelector('.debug-show-cache-on') as HTMLSpanElement;
-    //   if (cacheOn) {
-    //     cacheOn.innerHTML = '';
-    //   }
-    // }
-    // this.cells.dirty = true;
-    // this.cells.changeVisibility(true);
-    this.quadrants.visible = false;
-    this.cacheIsVisible = false;
-  }
-
   setViewportDirty(): void {
     this.viewport.dirty = true;
   }
@@ -187,12 +161,7 @@ export class PixiApp {
     this.cursor.dirty = true;
     this.cellsSheets?.cull(this.viewport.getVisibleBounds());
     sheets.sheet.cursor.viewport = this.viewport.lastViewport!;
-
-    // if (!debugNeverShowCache && (this.viewport.scale.x < QUADRANT_SCALE || debugAlwaysShowCache)) {
-    //   this.showCache();
-    // } else {
-    //   this.showCells();
-    // }
+    multiplayer.sendViewport(this.saveMultiplayerViewport());
   };
 
   attach(parent: HTMLDivElement): void {
@@ -208,7 +177,6 @@ export class PixiApp {
     this.update.destroy();
     this.renderer.destroy(true);
     this.viewport.destroy();
-    this.quadrants.destroy();
     this.removeListeners();
     this.destroyed = true;
   }
@@ -227,14 +195,13 @@ export class PixiApp {
     this.cursor.dirty = true;
   };
 
-  // called before and after a quadrant render
+  // called before and after a render
   prepareForCopying(options?: { gridLines?: boolean; cull?: Rectangle }): Container {
     this.gridLines.visible = options?.gridLines ?? false;
     this.axesLines.visible = false;
     this.cursor.visible = false;
     this.multiplayerCursor.visible = false;
     this.headings.visible = false;
-    this.quadrants.visible = false;
     this.boxCells.visible = false;
     this.htmlPlaceholders.prepare();
     this.cellsSheets.toggleOutlines(false);
@@ -251,7 +218,6 @@ export class PixiApp {
     this.multiplayerCursor.visible = true;
     this.headings.visible = true;
     this.boxCells.visible = true;
-    this.quadrants.visible = this.cacheIsVisible;
     this.htmlPlaceholders.hide();
     this.cellsSheets.toggleOutlines();
     if (culled) {
@@ -278,22 +244,6 @@ export class PixiApp {
     pixiAppSettings.setEditorInteractionState?.(editorInteractionStateDefault);
   }
 
-  // Pre-renders quadrants by cycling through one quadrant per frame
-  preRenderQuadrants(resolve?: () => void): Promise<void> {
-    return new Promise((_resolve) => {
-      if (!resolve) {
-        resolve = _resolve;
-      }
-      this.quadrants.update(0);
-      if (this.quadrants.needsUpdating()) {
-        // the timeout allows the quadratic logo animation to appear smooth
-        setTimeout(() => this.preRenderQuadrants(resolve), 100);
-      } else {
-        resolve();
-      }
-    });
-  }
-
   async rebuild() {
     sheets.create();
     await this.cellsSheets.create();
@@ -330,6 +280,36 @@ export class PixiApp {
     }
   }
 
+  saveMultiplayerViewport(): string {
+    const viewport = this.viewport;
+    return JSON.stringify({
+      x: viewport.center.x,
+      y: viewport.center.y,
+      bounds: viewport.getVisibleBounds(),
+    });
+  }
+
+  loadMultiplayerViewport(options: { x: number; y: number; bounds: Rectangle }): void {
+    const { x, y, bounds } = options;
+    let width: number | undefined;
+    let height: number | undefined;
+
+    // ensure the entire follow-ee's bounds is visible to the current user
+    if (this.viewport.screenWidth / this.viewport.screenHeight > bounds.width / bounds.height) {
+      height = bounds.height;
+    } else {
+      width = bounds.width;
+    }
+    this.viewport.animate({
+      position: new Point(x, y),
+      width,
+      height,
+      removeOnInterrupt: true,
+      time: MULTIPLAYER_VIEWPORT_EASE_TIME,
+    });
+    this.viewport.dirty = true;
+  }
+
   updateCursorPosition(
     options = {
       ensureVisible: true,
diff --git a/quadratic-client/src/gridGL/pixiApp/PixiAppSettings.ts b/quadratic-client/src/gridGL/pixiApp/PixiAppSettings.ts
index c5ec0b981a..6e895a6d4f 100644
--- a/quadratic-client/src/gridGL/pixiApp/PixiAppSettings.ts
+++ b/quadratic-client/src/gridGL/pixiApp/PixiAppSettings.ts
@@ -1,3 +1,4 @@
+import { multiplayer } from '@/multiplayer/multiplayer';
 import { ApiTypes } from 'quadratic-shared/typesAndSchemas';
 import { EditorInteractionState, editorInteractionStateDefault } from '../../atoms/editorInteractionStateAtom';
 import { sheets } from '../../grid/controller/Sheets';
@@ -13,6 +14,8 @@ export enum PanMode {
 interface Input {
   show: boolean;
   initialValue?: string;
+  value?: string;
+  cursor?: number;
   x?: number;
   y?: number;
   sheetId?: string;
@@ -56,7 +59,6 @@ class PixiAppSettings {
     pixiApp.axesLines.dirty = true;
     pixiApp.headings.dirty = true;
 
-    // only rebuild quadrants if showCellTypeOutlines change
     if (
       (this.lastSettings && this.lastSettings.showCellTypeOutlines !== this.settings.showCellTypeOutlines) ||
       (this.lastSettings && this.lastSettings.presentationMode !== this.settings.presentationMode)
@@ -119,6 +121,9 @@ class PixiAppSettings {
   }
 
   changeInput(input: boolean, initialValue?: string) {
+    if (input === false) {
+      multiplayer.sendEndCellEdit();
+    }
     if (
       this._input.show === true &&
       this._input.x !== undefined &&
@@ -130,8 +135,12 @@ class PixiAppSettings {
     if (input === true) {
       const x = sheets.sheet.cursor.cursorPosition.x;
       const y = sheets.sheet.cursor.cursorPosition.y;
-      this._input = { show: input, initialValue, x, y, sheetId: sheets.sheet.id };
-      pixiApp.cellsSheets.showLabel(x, y, sheets.sheet.id, false);
+      if (multiplayer.cellIsBeingEdited(x, y, sheets.sheet.id)) {
+        this._input = { show: false };
+      } else {
+        this._input = { show: input, initialValue, x, y, sheetId: sheets.sheet.id };
+        pixiApp.cellsSheets.showLabel(x, y, sheets.sheet.id, false);
+      }
     } else {
       this._input = { show: false };
     }
diff --git a/quadratic-client/src/gridGL/quadrants/Quadrant.ts b/quadratic-client/src/gridGL/quadrants/Quadrant.ts
deleted file mode 100644
index 5e550058ab..0000000000
--- a/quadratic-client/src/gridGL/quadrants/Quadrant.ts
+++ /dev/null
@@ -1,210 +0,0 @@
-import { Container, Graphics, MIPMAP_MODES, Rectangle, RenderTexture, Sprite } from 'pixi.js';
-import { debugShowCacheInfo, debugShowTime } from '../../debugFlags';
-import { Sheet } from '../../grid/sheet/Sheet';
-import { intersects } from '../helpers/intersects';
-import { Coordinate } from '../types/size';
-import { QUADRANT_SCALE } from './quadrantConstants';
-
-// subquadrants are sprites that live within a quadrant mapped to a rendered texture size
-interface SubQuadrant extends Sprite {
-  subQuadrantX: number;
-  subQuadrantY: number;
-  texture: RenderTexture;
-}
-
-// A quadrant is a cached portion of the sheet mapped to column, row size (which can change based on heading size)
-// at the default heading size, one subquadrant is needed per quadrant
-export class Quadrant extends Container {
-  private sheet: Sheet;
-  private subquadrants: SubQuadrant[];
-  private _dirty = true;
-  private overflowLeft = false;
-
-  visibleRectangle!: Rectangle;
-  location: Coordinate;
-
-  private testGraphics: Graphics;
-
-  constructor(sheet: Sheet, quadrantX: number, quadrantY: number) {
-    super();
-    this.sheet = sheet;
-    this.location = { x: quadrantX, y: quadrantY };
-    this.subquadrants = [];
-    this.testGraphics = this.addChild(new Graphics());
-    this.reposition();
-  }
-
-  reposition(horizontal?: boolean) {
-    // const oldRectangle = this.visibleRectangle;
-    // const columnStart = this.location.x * QUADRANT_COLUMNS;
-    // const rowStart = this.location.y * QUADRANT_ROWS;
-    // this.visibleRectangle = this.sheet.gridOffsets.getScreenRectangle(
-    //   columnStart,
-    //   rowStart,
-    //   QUADRANT_COLUMNS,
-    //   QUADRANT_ROWS
-    // );
-    // // reposition subQuadrants based on any deltas
-    // if (oldRectangle) {
-    //   const deltaX = this.visibleRectangle.x - oldRectangle.x;
-    //   const deltaY = this.visibleRectangle.y - oldRectangle.y;
-    //   if (deltaX || deltaY) {
-    //     this.children.forEach((child) => {
-    //       child.x += deltaX;
-    //       child.y += deltaY;
-    //     });
-    //   }
-    // }
-    // // if there is an overflow into this quadrant, then we need to redraw the quadrant when we get the chance
-    // if (horizontal && this.overflowLeft) {
-    //   this.dirty = true;
-    // }
-  }
-
-  set dirty(value: boolean) {
-    if (this._dirty !== value) {
-      this._dirty = value;
-      this.visible = !value;
-    }
-  }
-  get dirty(): boolean {
-    return this._dirty;
-  }
-
-  // creates/reuses a Sprite with an appropriately sized RenderTexture
-  private getSubQuadrant(subQuadrantX: number, subQuadrantY: number, width: number, height: number): SubQuadrant {
-    let sprite = this.subquadrants.find((child) => {
-      const spriteQuadrant = child as SubQuadrant;
-      if (spriteQuadrant.subQuadrantX === subQuadrantX && spriteQuadrant.subQuadrantY === subQuadrantY) {
-        return true;
-      }
-      return false;
-    }) as SubQuadrant;
-    if (sprite) {
-      // reuse existing sprite and resize texture if needed
-      if (sprite.texture.width !== width || sprite.texture.height !== height) {
-        sprite.texture.resize(width, height, true);
-      }
-      sprite.visible = true;
-    } else {
-      // create and position a Sprite with the appropriately sized RenderTexture
-      const texture = RenderTexture.create({
-        width,
-        height,
-        resolution: Math.max(2, window.devicePixelRatio),
-        mipmap: MIPMAP_MODES.ON,
-      });
-      sprite = this.addChild(new Sprite(texture)) as SubQuadrant;
-      sprite.scale.set(1 / QUADRANT_SCALE);
-      sprite.subQuadrantX = subQuadrantX;
-      sprite.subQuadrantY = subQuadrantY;
-      this.subquadrants.push(sprite);
-    }
-    return sprite;
-  }
-
-  private clear(): void {
-    this.subquadrants.forEach((subquadrant) => (subquadrant.visible = false));
-  }
-
-  update(timeStart?: number, debug?: string): void {
-    if (!this.dirty) return;
-    this.clear();
-    // const columnStart = this.location.x * QUADRANT_COLUMNS;
-    // const rowStart = this.location.y * QUADRANT_ROWS;
-    // const screenRectangle = this.sheet.gridOffsets.getScreenRectangle(
-    //   columnStart,
-    //   rowStart,
-    //   QUADRANT_COLUMNS,
-    //   QUADRANT_ROWS
-    // );
-
-    // if (debugShowQuadrantBoxes) {
-    //   this.testGraphics
-    //     .clear()
-    //     .beginFill(Math.floor(Math.random() * 0xffffff), 0.25)
-    //     .drawRect(screenRectangle.x, screenRectangle.y, screenRectangle.width, screenRectangle.height)
-    //     .endFill();
-    // }
-    // // number of subquadrants necessary (should be equal to 1 unless heading size has changed)
-    // const xCount = Math.ceil(screenRectangle.width / QUADRANT_TEXTURE_SIZE);
-    // const yCount = Math.ceil(screenRectangle.height / QUADRANT_TEXTURE_SIZE);
-
-    // const subQuadrantWidth = screenRectangle.width / xCount;
-    // const subQuadrantHeight = screenRectangle.height / yCount;
-
-    // for (let subQuadrantY = 0; subQuadrantY < yCount; subQuadrantY++) {
-    //   for (let subQuadrantX = 0; subQuadrantX < xCount; subQuadrantX++) {
-    // const cellBounds = new Rectangle(
-    //   screenRectangle.x + subQuadrantX * subQuadrantWidth,
-    //   screenRectangle.y + subQuadrantY * subQuadrantHeight,
-    //   subQuadrantWidth + 1,
-    //   subQuadrantHeight + 1
-    // );
-    // draw quadrant and return the reduced subQuadrant rectangle (ie, shrinks the texture based on what was actually drawn)
-    //   const reducedDrawingRectangle = app.quadrants.cells.drawCells(this.sheet, cellBounds, true);
-    //   if (reducedDrawingRectangle) {
-    //     // adjust the texture placement so we only render boundary cells for subquadrants once (the second time will be outside the texture)
-    //     const trimLeft =
-    //       reducedDrawingRectangle.left < cellBounds.left ? cellBounds.left - reducedDrawingRectangle.left : 0;
-    //     const trimRight =
-    //       reducedDrawingRectangle.right > cellBounds.right ? reducedDrawingRectangle.right - cellBounds.right : 0;
-    //     const trimTop =
-    //       reducedDrawingRectangle.top < cellBounds.top ? cellBounds.top - reducedDrawingRectangle.top : 0;
-    //     const trimBottom =
-    //       reducedDrawingRectangle.bottom > cellBounds.bottom ? reducedDrawingRectangle.bottom - cellBounds.bottom : 0;
-    //     const textureWidth = (reducedDrawingRectangle.width - trimLeft - trimRight) * QUADRANT_SCALE;
-    //     const textureHeight = (reducedDrawingRectangle.height - trimTop - trimBottom) * QUADRANT_SCALE;
-    //     // skip quadrants that have no size
-    //     if (textureWidth <= 0 || textureHeight <= 0) continue;
-    //     const subQuadrant = this.getSubQuadrant(subQuadrantX, subQuadrantY, textureWidth, textureHeight);
-    //     this.overflowLeft = !!trimLeft;
-    //     // prepare a transform to translate the world to the start of the content for this subQuadrant, and properly scale it
-    //     const transform = new Matrix();
-    //     transform.translate(-reducedDrawingRectangle.left - trimLeft, -reducedDrawingRectangle.top - trimTop);
-    //     transform.scale(QUADRANT_SCALE, QUADRANT_SCALE);
-    //     if (debugShowSubCacheInfo) {
-    //       console.log(
-    //         `[Quadrant] ${this.debugName()}.[${subQuadrantX},${subQuadrantY}] [${cellBounds.toString()} texture size: (${textureWidth}, ${textureHeight})`
-    //       );
-    //     }
-    //     // render the sprite's texture
-    //     app.renderer.render(app.quadrants.container, { renderTexture: subQuadrant.texture, transform, clear: true });
-    //     subQuadrant.position.set(reducedDrawingRectangle.left + trimLeft, reducedDrawingRectangle.top + trimTop);
-    //     if (debugShowQuadrantBoxes) {
-    //       this.testGraphics
-    //         .lineStyle({ color: 0, width: 5 })
-    //         .drawRect(
-    //           reducedDrawingRectangle.x + trimLeft,
-    //           reducedDrawingRectangle.y + trimTop,
-    //           textureWidth / QUADRANT_SCALE,
-    //           textureHeight / QUADRANT_SCALE
-    //         );
-    //     }
-    //   }
-    // }
-    // }
-    // this.visibleRectangle = screenRectangle;
-
-    if (debugShowTime && debugShowCacheInfo && timeStart) {
-      console.log(`[Quadrant] Rendered ${this.debugName()} ${debug} (${Math.round(performance.now() - timeStart)} ms)`);
-    }
-    this.dirty = false;
-  }
-
-  debugName(): string {
-    return `Sheet[${this.sheet.name}]Q[${this.location.x},${this.location.y}]`;
-  }
-
-  debugTextureCount(): number {
-    return this.children.reduce((count, child) => count + (child.visible ? 1 : 0), 0) - 1;
-  }
-
-  cull(bounds: Rectangle): void {
-    if (this.dirty) {
-      this.visible = false;
-    } else {
-      this.visible = intersects.rectangleRectangle(bounds, this.visibleRectangle);
-    }
-  }
-}
diff --git a/quadratic-client/src/gridGL/quadrants/Quadrants.ts b/quadratic-client/src/gridGL/quadrants/Quadrants.ts
deleted file mode 100644
index dcdd82f7ed..0000000000
--- a/quadratic-client/src/gridGL/quadrants/Quadrants.ts
+++ /dev/null
@@ -1,198 +0,0 @@
-import { Container } from 'pixi.js';
-import { debugShowCacheFlag, debugSkipQuadrantRendering } from '../../debugFlags';
-import { sheets } from '../../grid/controller/Sheets';
-import { Sheet } from '../../grid/sheet/Sheet';
-import { pixiApp } from '../pixiApp/PixiApp';
-import { Coordinate } from '../types/size';
-import { Quadrant } from './Quadrant';
-import { QuadrantsSheet } from './QuadrantsSheet';
-import { QUADRANT_COLUMNS, QUADRANT_ROWS } from './quadrantConstants';
-
-export interface QuadrantChanged {
-  row?: number;
-  column?: number;
-  cells?: Coordinate[];
-  range?: { start: Coordinate; end: Coordinate };
-}
-
-// QuadrantsSheet rendered for each Sheet in a file
-export class Quadrants extends Container {
-  private quadrants: Map<string, QuadrantsSheet>;
-
-  // used to render cells in Quadrant
-  container: Container;
-
-  constructor() {
-    super();
-    this.quadrants = new Map();
-    this.container = new Container();
-    // this.cells = this.container.addChild(new Cells(app));
-    // this.container.addChildAt(this.cells.cellsBackground, 0);
-  }
-
-  static getKey(x: number, y: number): string {
-    return `${Math.floor(x / QUADRANT_COLUMNS)},${Math.floor(y / QUADRANT_ROWS)}`;
-  }
-
-  changeSheet(): void {
-    const quadrantsSheets = Array.from(this.quadrants.values());
-    const activeId = sheets.sheet.id;
-    const quadrantsSheet = this.quadrants.get(activeId);
-    if (!quadrantsSheet) {
-      throw new Error('Expected to find QuadrantsSheet in Quadrants.changeSheet');
-    }
-    quadrantsSheets.forEach((q) => (q.visible = q.sheet.id === activeId));
-    if (debugShowCacheFlag) {
-      const dirtyCount = quadrantsSheet.children.reduce(
-        (count, child) => count + ((child as Quadrant).dirty ? 1 : 0),
-        0
-      );
-      (document.querySelector('.debug-show-cache-count') as HTMLSpanElement).innerHTML = `Quadrants: ${
-        quadrantsSheet.children.length - dirtyCount
-      }/${quadrantsSheet.children.length}`;
-    }
-  }
-
-  // adds a newly created sheet to the quadrants
-  addSheet(sheet: Sheet): void {
-    const quadrantsSheet = this.addChild(new QuadrantsSheet(sheet));
-    this.quadrants.set(sheet.id, quadrantsSheet);
-  }
-
-  // deletes the quadrants for a delete sheet
-  deleteSheet(sheet: Sheet): void {
-    const child = this.quadrants.get(sheet.id);
-    if (!child) {
-      throw new Error("Could not find sheet's quadrants to delete");
-    }
-    this.quadrants.delete(sheet.id);
-    this.removeChild(child);
-  }
-
-  // rebuilds all quadrants
-  build(): void {
-    this.removeChildren();
-    this.quadrants.clear();
-    sheets.forEach((sheet) => {
-      const quadrantsSheet = this.addChild(new QuadrantsSheet(sheet));
-      this.quadrants.set(sheet.id, quadrantsSheet);
-    });
-  }
-
-  // sorts QuadrantsSheets based on distance to active sheet
-  private getSortedQuadrantsSheets(): QuadrantsSheet[] {
-    throw new Error('needs updating');
-    // const quadrantsSheets = Array.from(this.quadrants.values());
-    // const sheets = this.app.sheetController.sheets;
-    // const currentIndex = sheets.indexOf(this.app.sheet);
-    // if (currentIndex === -1) {
-    //   throw new Error('Expected to find index of current sheet in sheets');
-    // }
-    // quadrantsSheets.sort((q1: QuadrantsSheet, q2: QuadrantsSheet) => {
-    //   const q1Index = sheets.findIndex((search) => search.id === q1.sheet.id);
-    //   if (q1Index === -1) {
-    //     throw new Error('Expected to find index of current sheet in sheets');
-    //   }
-    //   const q2Index = sheets.findIndex((search) => search.id === q2.sheet.id);
-    //   if (q2Index === -1) {
-    //     throw new Error('Expected to find index of current sheet in sheets');
-    //   }
-
-    //   // use the minimum of actual and wrapped distance
-    //   const q1Distance = Math.min(Math.abs(q1Index - currentIndex), Math.abs(q1Index - currentIndex) % sheets.length);
-    //   const q2Distance = Math.min(Math.abs(q2Index - currentIndex), Math.abs(q2Index - currentIndex) % sheets.length);
-    //   return q1Distance - q2Distance;
-    // });
-    // return quadrantsSheets;
-  }
-
-  needsUpdating(): boolean {
-    const quadrantsSheets = Array.from(this.quadrants.values());
-    const count = !!quadrantsSheets.find((child) => !(child as QuadrantsSheet).complete);
-    if (debugShowCacheFlag) {
-      const span = document.querySelector('.debug-show-cache-count') as HTMLSpanElement;
-      if (span) {
-        const currentSheet = quadrantsSheets.find((child) => child.sheet === sheets.sheet);
-        if (currentSheet) {
-          const dirtyCount = currentSheet.children.reduce(
-            (count, child) => count + ((child as Quadrant).dirty ? 1 : 0),
-            0
-          );
-          span.innerHTML = `Quadrants: ${currentSheet.children.length - dirtyCount}/${currentSheet.children.length}`;
-        }
-      }
-    }
-
-    return count;
-  }
-
-  /**
-   * updates one dirty quadrant per frame(any more and UI felt less responsive, even if within frame time)
-   * @param timeStart used for console debugging
-   * @returns whether the app should rerender if quadrants are visible and the updated quadrant is visible
-   */
-  update(timeStart: number): boolean {
-    if (debugSkipQuadrantRendering) return false;
-
-    const sortedQuadrantsSheet = this.getSortedQuadrantsSheets();
-    for (const quadrantsSheet of sortedQuadrantsSheet) {
-      const updated = quadrantsSheet.update(timeStart);
-      if (updated !== 'not dirty') {
-        // debug only if it is the active sheet
-        if (quadrantsSheet.sheet === sheets.sheet) {
-          return updated;
-        } else {
-          return false;
-        }
-      }
-    }
-    return false;
-  }
-
-  /** marks quadrants dirty based on what has changed */
-  quadrantChanged(options: QuadrantChanged, sheet?: Sheet): void {
-    // sheet = sheet ?? this.app.sheet;
-    // const quadrantsSheet = this.quadrants.get(sheet.id);
-    // if (!quadrantsSheet) {
-    //   throw new Error('Expected to find quadrantsSheet in quadrants.quadrantChanged');
-    // }
-    // quadrantsSheet.quadrantChanged(options);
-  }
-
-  /** Returns CellRectangles for visible dirty quadrants */
-  // getCellsForDirtyQuadrants(): CellRectangle[] {
-  //   const { viewport } = pixiApp;
-  //   const { grid, borders, id } = sheets.sheet;
-  //   const quadrantsSheet = this.quadrants.get(id);
-  //   if (!quadrantsSheet) {
-  //     throw new Error('Expected quadrantsSheet to be defined in getCellsForDirtyQuadrants');
-  //   }
-  //   const screen = viewport.getVisibleBounds();
-  //   return quadrantsSheet.children.flatMap((child) => {
-  //     const quadrant = child as Quadrant;
-  //     if (!quadrant.dirty && !debugShowCellsForDirtyQuadrants) return [];
-  //     if (intersects.rectangleRectangle(screen, quadrant.visibleRectangle)) {
-  //       const columnStart = quadrant.location.x * QUADRANT_COLUMNS;
-  //       const rowStart = quadrant.location.y * QUADRANT_ROWS;
-  //       const cellRectangle = grid.getCells(
-  //         new Rectangle(columnStart, rowStart, QUADRANT_COLUMNS - 1, QUADRANT_ROWS - 1)
-  //       );
-  //       cellRectangle.addBorders(borders);
-  //       return [cellRectangle];
-  //     }
-  //     return [];
-  //   });
-  // }
-
-  private debugCacheStats(): void {
-    const textures = this.children.reduce((count, child) => count + (child as Quadrant).debugTextureCount(), 0);
-    console.log(`[Quadrants] Rendered ${textures} quadrant textures.`);
-  }
-
-  cull(): void {
-    const bounds = pixiApp.viewport.getVisibleBounds();
-    this.children.forEach((child) => {
-      (child as Quadrant).cull(bounds);
-    });
-  }
-}
diff --git a/quadratic-client/src/gridGL/quadrants/QuadrantsSheet.ts b/quadratic-client/src/gridGL/quadrants/QuadrantsSheet.ts
deleted file mode 100644
index 1ea9ba66f2..0000000000
--- a/quadratic-client/src/gridGL/quadrants/QuadrantsSheet.ts
+++ /dev/null
@@ -1,174 +0,0 @@
-import { Container, Rectangle } from 'pixi.js';
-import { debugShowCacheInfo } from '../../debugFlags';
-import { Sheet } from '../../grid/sheet/Sheet';
-import { intersects } from '../helpers/intersects';
-import { pixiApp } from '../pixiApp/PixiApp';
-import { Coordinate } from '../types/size';
-import { Quadrant } from './Quadrant';
-import { QuadrantChanged } from './Quadrants';
-import { QUADRANT_COLUMNS, QUADRANT_ROWS } from './quadrantConstants';
-
-// quadrants for one Sheet
-export class QuadrantsSheet extends Container {
-  private quadrants: Map<string, Quadrant>;
-  sheet: Sheet;
-  complete: boolean;
-
-  constructor(sheet: Sheet) {
-    super();
-    this.sheet = sheet;
-    this.quadrants = new Map();
-    this.complete = false;
-    this.build();
-  }
-
-  getQuadrantCoordinate(x: number, y: number): Coordinate {
-    return {
-      x: Math.floor(x / QUADRANT_COLUMNS),
-      y: Math.floor(y / QUADRANT_ROWS),
-    };
-  }
-
-  build(): void {
-    // this.complete = true;
-    // this.removeChildren();
-    // this.quadrants.clear();
-    // const { grid, borders } = this.sheet;
-    // const gridBounds = grid.getSheetBounds(false);
-    // const borderBounds = borders.getGridBounds();
-    // // const renderDependencyBounds = render_dependency.getGridBounds();
-    // // const arrayDependencyBounds = array_dependency.getGridBounds();
-    // const bounds = intersects.rectangleUnion(gridBounds, borderBounds);
-    // if (!bounds) return;
-    // iterate through visible grid bounds and prepare quadrants
-    // const yStart = Math.floor(bounds.top / QUADRANT_ROWS);
-    // const yEnd = Math.floor(bounds.bottom / QUADRANT_ROWS);
-    // const xStart = Math.floor(bounds.left / QUADRANT_COLUMNS);
-    // const xEnd = Math.floor(bounds.right / QUADRANT_COLUMNS);
-    // for (let y = yStart; y <= yEnd; y++) {
-    //   for (let x = xStart; x <= xEnd; x++) {
-    //     if (this.sheet.hasQuadrant(x, y)) {
-    //       const quadrant = this.addChild(new Quadrant(this.sheet, x, y));
-    //       this.quadrants.set(`${x},${y}`, quadrant);
-    //       this.complete = false;
-    //     }
-    //   }
-    // }
-    // if (debugShowCacheInfo) {
-    //   console.log(
-    //     `[Quadrants] Added ${
-    //       Math.ceil(bounds.width / QUADRANT_COLUMNS) * Math.ceil(bounds.height / QUADRANT_ROWS)
-    //     } quadrants for sheet ${this.sheet.id} to queue.`
-    //   );
-    // }
-  }
-
-  update(timeStart: number): boolean | 'not dirty' {
-    const viewport = pixiApp.viewport;
-    const dirtyCount = this.children.reduce((count, child) => count + ((child as Quadrant).dirty ? 1 : 0), 0);
-    if (!dirtyCount) return 'not dirty';
-    const firstDirty = this.children.find((child) => (child as Quadrant).dirty) as Quadrant;
-    if (firstDirty) {
-      if (debugShowCacheInfo) {
-        firstDirty.update(timeStart, `${this.children.length - dirtyCount}/${this.children.length}`);
-      } else {
-        firstDirty.update();
-      }
-      if (dirtyCount === 1 && !this.complete) {
-        this.complete = true;
-        if (debugShowCacheInfo) {
-          this.debugCacheStats();
-          // this.sheet.gridOffsets.debugCache();
-        }
-      }
-      return this.visible && intersects.rectangleRectangle(viewport.getVisibleBounds(), firstDirty.visibleRectangle);
-    }
-    return 'not dirty';
-  }
-
-  getQuadrant(row: number, column: number, create: boolean): Quadrant | undefined {
-    let quadrant = this.quadrants.get(`${row},${column}`);
-    if (quadrant) return quadrant;
-    if (!create) return;
-    quadrant = this.addChild(new Quadrant(this.sheet, row, column));
-    this.quadrants.set(`${row},${column}`, quadrant);
-    this.complete = false;
-    return quadrant;
-  }
-
-  quadrantChanged(options: QuadrantChanged): void {
-    // const bounds = this.sheet.grid.getSheetBounds(false);
-    // if (!bounds) return;
-    // if (options.row !== undefined) {
-    //   for (let x = bounds.left; x <= bounds.right; x += QUADRANT_COLUMNS) {
-    //     const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(x, options.row);
-    //     const quadrant = this.getQuadrant(quadrantX, quadrantY, false);
-    //     if (quadrant) quadrant.dirty = true;
-    //     // const dependents = this.sheet.render_dependency.getDependents({ x, y: options.row });
-    //     // dependents?.forEach((dependent) => {
-    //     //   const quadrant = this.getQuadrant(dependent.x, dependent.y, false);
-    //     //   if (quadrant) quadrant.dirty = true;
-    //     // });
-    //   }
-    //   // reposition quadrants below the row
-    //   for (let y = options.row + 1; y <= bounds.bottom; y += QUADRANT_ROWS) {
-    //     for (let x = bounds.left; x <= bounds.right; x += QUADRANT_COLUMNS) {
-    //       const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(x, y);
-    //       const quadrant = this.getQuadrant(quadrantX, quadrantY, false);
-    //       quadrant?.reposition();
-    //     }
-    //   }
-    // }
-    // if (options.column !== undefined) {
-    //   for (let y = bounds.top; y <= bounds.bottom; y += QUADRANT_ROWS) {
-    //     const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(options.column, y);
-    //     const quadrant = this.getQuadrant(quadrantX, quadrantY, false);
-    //     if (quadrant) quadrant.dirty = true;
-    //   }
-    //   // reposition quadrants to the right of the column
-    //   for (let y = bounds.top; y <= bounds.bottom; y += QUADRANT_ROWS) {
-    //     for (let x = options.column + 1; x <= bounds.right; x += QUADRANT_COLUMNS) {
-    //       const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(x, y);
-    //       const quadrant = this.getQuadrant(quadrantX, quadrantY, false);
-    //       quadrant?.reposition(true);
-    //     }
-    //   }
-    // }
-    // // set quadrant of list of cells dirty
-    // if (options.cells) {
-    //   const quadrants = new Set<string>();
-    //   options.cells.forEach((coordinate) => {
-    //     const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(coordinate.x, coordinate.y);
-    //     const key = `${quadrantX},${quadrantY}`;
-    //     const quadrant = this.getQuadrant(quadrantX, quadrantY, true);
-    //     if (quadrant) quadrant.dirty = true;
-    //     quadrants.add(key);
-    //   });
-    // }
-    // // set range of cells dirty
-    // if (options.range) {
-    //   const { start, end } = options.range;
-    //   const quadrants = new Set<string>();
-    //   for (let y = start.y; y <= end.y; y++) {
-    //     for (let x = start.x; x <= end.x; x++) {
-    //       const { x: quadrantX, y: quadrantY } = this.getQuadrantCoordinate(x, y);
-    //       const key = `${quadrantX},${quadrantY}`;
-    //       if (!quadrants.has(key)) {
-    //         const quadrant = this.getQuadrant(quadrantX, quadrantY, false);
-    //         if (quadrant) quadrant.dirty = true;
-    //         quadrants.add(key);
-    //       }
-    //     }
-    //   }
-    // }
-  }
-
-  private debugCacheStats(): void {
-    const textures = this.children.reduce((count, child) => count + (child as Quadrant).debugTextureCount(), 0);
-    console.log(`[Quadrants] Rendered ${textures} quadrant textures.`);
-  }
-
-  cull(bounds: Rectangle): void {
-    this.quadrants.forEach((quadrant) => quadrant.cull(bounds));
-  }
-}
diff --git a/quadratic-client/src/gridGL/quadrants/quadrantConstants.ts b/quadratic-client/src/gridGL/quadrants/quadrantConstants.ts
deleted file mode 100644
index e284474582..0000000000
--- a/quadratic-client/src/gridGL/quadrants/quadrantConstants.ts
+++ /dev/null
@@ -1,11 +0,0 @@
-import { CELL_HEIGHT, CELL_WIDTH } from '../../constants/gridConstants';
-
-export const QUADRANT_SCALE = 0.75;
-export const QUADRANT_TEXTURE_SIZE = 2048;
-
-// maximum number of columns and rows of default size that fits in the texture
-export const QUADRANT_COLUMNS = Math.floor(QUADRANT_TEXTURE_SIZE / CELL_WIDTH);
-export const QUADRANT_ROWS = Math.floor(QUADRANT_TEXTURE_SIZE / CELL_HEIGHT);
-
-// number of ms to wait after a user interaction before rendering more quadrants
-export const QUADRANT_RENDER_WAIT = 200;
diff --git a/quadratic-client/src/multiplayer/multiplayer.ts b/quadratic-client/src/multiplayer/multiplayer.ts
index f210aade71..53a44545b7 100644
--- a/quadratic-client/src/multiplayer/multiplayer.ts
+++ b/quadratic-client/src/multiplayer/multiplayer.ts
@@ -1,179 +1,441 @@
+import { debugShowMultiplayer } from '@/debugFlags';
+import { grid } from '@/grid/controller/Grid';
+import { sheets } from '@/grid/controller/Sheets';
 import { pixiApp } from '@/gridGL/pixiApp/PixiApp';
-import { Coordinate } from '@/gridGL/types/size';
+import { pixiAppSettings } from '@/gridGL/pixiApp/PixiAppSettings';
 import { User } from '@auth0/auth0-spa-js';
-import { Rectangle } from 'pixi.js';
+import { v4 as uuid } from 'uuid';
+
+import { authClient } from '@/auth';
 import { MULTIPLAYER_COLORS } from './multiplayerCursor/multiplayerColors';
-import { MessageChangeSelection, MessageMouseMove, ReceiveMessages, SendEnterRoom } from './multiplayerTypes';
+import {
+  Heartbeat,
+  MessageTransaction,
+  MessageUserUpdate,
+  MultiplayerUser,
+  ReceiveMessages,
+  ReceiveRoom,
+  ReceiveTransactions,
+  SendEnterRoom,
+  SendGetTransactions,
+} from './multiplayerTypes';
 
 const UPDATE_TIME = 1000 / 30;
-
-// todo: create types for messages
-
-export interface Player {
-  sheetId: string;
-  x?: number;
-  y?: number;
-  name: string;
-  picture: string;
-  color: number;
-  visible: boolean;
-  selection?: { cursor: Coordinate; rectangle?: Rectangle };
-}
+const HEARTBEAT_TIME = 1000 * 15;
+const RECONNECT_AFTER_ERROR_TIMEOUT = 1000 * 5;
 
 export class Multiplayer {
   private websocket?: WebSocket;
-  private ready = false;
+  private state: 'not connected' | 'connecting' | 'connected' | 'waiting to reconnect';
+  private sessionId;
   private room?: string;
-  private uuid?: string;
+  private user?: User;
+  private jwt?: string | void;
+
+  // messages pending a reconnect
+  private waitingForConnection: { (value: unknown): void }[] = [];
 
   // queue of items waiting to be sent to the server on the next tick
-  private queue: { move?: MessageMouseMove; selection?: MessageChangeSelection } = {};
+  private userUpdate: MessageUserUpdate;
   private lastTime = 0;
+  private lastHeartbeat = 0;
 
-  // keep track of the next player's color index
+  // next player's color index
   private nextColor = 0;
 
-  players: Map<string, Player> = new Map();
+  // users currently logged in to the room
+  users: Map<string, MultiplayerUser> = new Map();
+
+  constructor() {
+    this.state = 'not connected';
+    this.sessionId = uuid();
+    this.userUpdate = { type: 'UserUpdate', session_id: this.sessionId, file_id: '', update: {} };
+  }
+
+  private async getJwt() {
+    this.jwt = await authClient.getToken();
+  }
+
+  private async addJwtCookie(force: boolean = false) {
+    if (force || !this.jwt) {
+      await this.getJwt();
+
+      if (this.jwt) {
+        document.cookie = `jwt=${this.jwt}; path=/;`;
+      }
+    }
+  }
 
   private async init() {
+    if (this.state === 'connected') return;
+
+    await this.addJwtCookie();
+
     return new Promise((resolve) => {
+      if (this.state === 'connecting' || this.state === 'waiting to reconnect') {
+        this.waitingForConnection.push(resolve);
+        return;
+      }
+
+      this.state = 'connecting';
       this.websocket = new WebSocket(import.meta.env.VITE_QUADRATIC_MULTIPLAYER_URL);
-      this.websocket.addEventListener('message', this.handleMessage);
-      this.websocket.addEventListener('close', async () => {
-        console.log('[Multiplayer] websocket closed. Reconnecting...');
-        this.ready = false;
-        await this.init();
-        if (this.room) await this.enterFileRoom(this.room, { sub: this.uuid });
-      });
+      this.websocket.addEventListener('message', this.receiveMessage);
+
+      this.websocket.addEventListener('close', this.reconnect);
+      this.websocket.addEventListener('error', this.reconnect);
+
       this.websocket.addEventListener('open', () => {
-        console.log('[Multiplayer] websocket initialized.');
-        this.ready = true;
+        console.log('[Multiplayer] websocket connected.');
+        this.state = 'connected';
+        this.waitingForConnection.forEach((resolve) => resolve(0));
         resolve(0);
+        this.waitingForConnection = [];
+        this.lastHeartbeat = Date.now();
+        window.addEventListener('change-sheet', this.sendChangeSheet);
       });
     });
   }
 
-  async enterFileRoom(uuid: string, user?: User) {
-    if (!user?.sub) throw new Error('Expected User to be defined');
-    if (this.room === uuid) return;
-    this.room = uuid;
-    this.uuid = user.sub;
-    if (!this.ready) await this.init();
-    if (!this.websocket) {
-      throw new Error('[Multiplayer] Websocket not initialized.');
-    }
+  private reconnect = () => {
+    if (this.state === 'waiting to reconnect') return;
+    console.log(`[Multiplayer] websocket closed. Reconnecting in ${RECONNECT_AFTER_ERROR_TIMEOUT / 1000}s...`);
+    this.state = 'waiting to reconnect';
+    setTimeout(async () => {
+      this.state = 'not connected';
+      await this.init();
+      if (this.room) {
+        // need the room to rejoin, but clear it so enterFileRoom succeeds
+        const room = this.room;
+        this.room = undefined;
+        await this.enterFileRoom(room, this.user);
+      }
+    }, RECONNECT_AFTER_ERROR_TIMEOUT);
+  };
+
+  // multiplayer for a file
+  async enterFileRoom(file_id: string, user?: User) {
+    // hack for same file different server
+    // file_id = 'dde9887b-303c-491f-8863-0bfd047cce76';
+
+    if (!user?.sub) throw new Error('User must be defined to enter a multiplayer room.');
+    this.userUpdate.file_id = file_id;
+    await this.init();
+    this.user = user;
+    // ensure the user doesn't join a room twice
+    if (this.room === file_id) return;
+    this.room = file_id;
     const enterRoom: SendEnterRoom = {
       type: 'EnterRoom',
-
-      // todo: not sure this is the correct user id
+      session_id: this.sessionId,
       user_id: user.sub,
-
-      file_id: uuid,
+      file_id,
+      sheet_id: sheets.sheet.id,
+      selection: sheets.getMultiplayerSelection(),
       first_name: user.given_name ?? '',
       last_name: user.family_name ?? '',
+      email: user.email ?? '',
       image: user.picture ?? '',
+      cell_edit: {
+        active: pixiAppSettings.input.show,
+        text: pixiAppSettings.input.value ?? '',
+        cursor: pixiAppSettings.input.cursor ?? 0,
+        code_editor: pixiAppSettings.editorInteractionState.showCodeEditor,
+      },
+      x: 0,
+      y: 0,
+      visible: false,
+      viewport: pixiApp.saveMultiplayerViewport(),
     };
-    this.websocket.send(JSON.stringify(enterRoom));
-    console.log(`[Multiplayer] Entered room.`);
+    this.websocket!.send(JSON.stringify(enterRoom));
+    if (debugShowMultiplayer) console.log(`[Multiplayer] Joined room ${file_id}.`);
   }
 
-  sendMouseMove(x?: number, y?: number) {
-    if (x === undefined || y === undefined) {
-      this.queue.move = {
-        type: 'MouseMove',
-        user_id: this.uuid!,
+  // called by Update.ts
+  async update() {
+    if (this.state !== 'connected') return;
+    const now = performance.now();
+    if (now - this.lastTime < UPDATE_TIME) return;
+
+    if (Object.keys(this.userUpdate.update).length > 0) {
+      this.websocket!.send(JSON.stringify(this.userUpdate));
+      this.userUpdate.update = {};
+      this.lastHeartbeat = now;
+    }
+    this.lastTime = now;
+    if (now - this.lastHeartbeat > HEARTBEAT_TIME) {
+      const heartbeat: Heartbeat = {
+        type: 'Heartbeat',
+        session_id: this.sessionId,
         file_id: this.room!,
       };
-    } else {
-      this.queue.move = {
-        type: 'MouseMove',
-        user_id: this.uuid!,
+      this.websocket!.send(JSON.stringify(heartbeat));
+      if (debugShowMultiplayer) console.log('[Multiplayer] Sending heartbeat...');
+      this.lastHeartbeat = now;
+    }
+  }
+
+  // used to pre-populate useMultiplayerUsers.tsx
+  getUsers(): MultiplayerUser[] {
+    return Array.from(this.users.values());
+  }
+
+  // whether a multiplayer user is already editing a cell
+  cellIsBeingEdited(x: number, y: number, sheetId: string): boolean {
+    for (const player of this.users.values()) {
+      if (player.sheet_id === sheetId && player.cell_edit.active && player.parsedSelection) {
+        if (player.parsedSelection.cursor.x === x && player.parsedSelection.cursor.y === y) {
+          return true;
+        }
+      }
+    }
+    return false;
+  }
+
+  //#region send messages
+  //-------------------------
+
+  private getUserUpdate(): MessageUserUpdate {
+    if (!this.userUpdate) {
+      this.userUpdate = {
+        type: 'UserUpdate',
+        session_id: this.sessionId,
         file_id: this.room!,
-        x,
-        y,
+        update: {},
       };
     }
+    return this.userUpdate;
+  }
+
+  async sendMouseMove(x?: number, y?: number) {
+    const userUpdate = this.getUserUpdate().update;
+    if (x === undefined || y === undefined) {
+      userUpdate.visible = false;
+    } else {
+      userUpdate.x = x;
+      userUpdate.y = y;
+      userUpdate.visible = true;
+    }
+  }
+
+  async sendSelection(selection: string) {
+    const userUpdate = this.getUserUpdate().update;
+    userUpdate.selection = selection;
+  }
+
+  sendChangeSheet = () => {
+    const userUpdate = this.getUserUpdate().update;
+    userUpdate.sheet_id = sheets.sheet.id;
+  };
+
+  sendCellEdit(text: string, cursor: number, codeEditor: boolean, bold?: boolean, italic?: boolean) {
+    const userUpdate = this.getUserUpdate().update;
+    userUpdate.cell_edit = {
+      text,
+      cursor,
+      active: true,
+      code_editor: codeEditor,
+      bold,
+      italic,
+    };
+  }
+
+  sendEndCellEdit() {
+    const userUpdate = this.getUserUpdate().update;
+    userUpdate.cell_edit = {
+      text: '',
+      cursor: 0,
+      active: false,
+      code_editor: false,
+    };
+  }
+
+  sendViewport(viewport: string) {
+    const userUpdate = this.getUserUpdate().update;
+    userUpdate.viewport = viewport;
   }
 
-  sendSelection(cursor: Coordinate, rectangle?: Rectangle) {
-    this.queue.selection = {
-      type: 'ChangeSelection',
-      user_id: this.uuid!,
+  async sendTransaction(operations: string) {
+    await this.init();
+    // TODO(ddimaria): this ID should be stored somewhere
+    let id = uuid();
+    const message: MessageTransaction = {
+      type: 'Transaction',
+      id,
+      session_id: this.sessionId,
       file_id: this.room!,
-      selection: JSON.stringify({ cursor, rectangle }),
+      operations,
     };
+    this.websocket!.send(JSON.stringify(message));
   }
 
-  update() {
-    if (!this.ready || !this.room || !this.uuid) return;
-    if (!this.websocket) {
-      throw new Error('[Multiplayer] Websocket not initialized.');
-    }
-    const now = performance.now();
-    if (now - this.lastTime < UPDATE_TIME) return;
-    if (this.queue.move) {
-      this.websocket.send(JSON.stringify(this.queue.move));
-      this.queue.move = undefined;
-    }
-    if (this.queue.selection) {
-      this.websocket.send(JSON.stringify(this.queue.selection));
-      this.queue.selection = undefined;
-    }
-    this.lastTime = now;
+  sendGetTransactions(min_sequence_num: number) {
+    const message: SendGetTransactions = {
+      type: 'GetTransactions',
+      session_id: this.sessionId,
+      file_id: this.room!,
+      min_sequence_num,
+    };
+    this.websocket!.send(JSON.stringify(message));
   }
 
-  handleMessage = (e: { data: string }) => {
-    const data = JSON.parse(e.data) as ReceiveMessages;
-    const { type } = data;
-    if (type === 'Room') {
-      this.players.clear();
-      const users = data.room.users;
-      for (const userId in users) {
-        // todo: this check should not be needed (eventually)
-        if (userId !== this.uuid) {
-          const user = users[userId];
-          const { first_name, last_name, image } = user;
-          this.players.set(userId, {
-            name: `${first_name} ${last_name}`,
-            picture: image,
-            sheetId: '',
+  //#endregion
+
+  //#region receive messages
+  //-------------------------
+
+  // updates the React hook to populate the Avatar list
+  private receiveUsersInRoom(room: ReceiveRoom) {
+    const remaining = new Set(this.users.keys());
+    for (const user of room.users) {
+      if (user.session_id !== this.sessionId) {
+        let player = this.users.get(user.session_id);
+        if (player) {
+          player.first_name = user.first_name;
+          player.last_name = user.last_name;
+          player.image = user.image;
+          player.sheet_id = user.sheet_id;
+          player.selection = user.selection;
+          player.parsedSelection = user.selection ? JSON.parse(user.selection) : undefined;
+          remaining.delete(user.session_id);
+          if (debugShowMultiplayer) console.log(`[Multiplayer] Updated player ${user.first_name}.`);
+        } else {
+          player = {
+            session_id: user.session_id,
+            file_id: user.file_id,
+            user_id: user.user_id,
+            first_name: user.first_name,
+            last_name: user.last_name,
+            email: user.email,
+            image: user.image,
+            sheet_id: user.sheet_id,
+            selection: user.selection,
+            parsedSelection: user.selection ? JSON.parse(user.selection) : undefined,
+            cell_edit: user.cell_edit,
             x: 0,
             y: 0,
             color: this.nextColor,
             visible: false,
-          });
+            index: this.users.size,
+            viewport: user.viewport,
+          };
+          this.users.set(user.session_id, player);
           this.nextColor = (this.nextColor + 1) % MULTIPLAYER_COLORS.length;
-          console.log(`[Multiplayer] Player ${userId} entered room.`);
+          if (debugShowMultiplayer) console.log(`[Multiplayer] Player ${user.first_name} entered room.`);
         }
       }
     }
-    if (type === 'MouseMove') {
-      // todo: this check should not be needed (eventually)
-      if (data.user_id !== this.uuid) {
-        const player = this.players.get(data.user_id);
-        if (!player) {
-          throw new Error("Expected Player to be defined before receiving a message of type 'MouseMove'");
-        }
-        if (data.x !== null && data.y !== null) {
-          player.x = data.x;
-          player.y = data.y;
-          player.visible = true;
-        } else {
-          player.visible = false;
-        }
+    remaining.forEach((sessionId) => {
+      if (debugShowMultiplayer) console.log(`[Multiplayer] Player ${this.users.get(sessionId)?.first_name} left room.`);
+      this.users.delete(sessionId);
+    });
+    window.dispatchEvent(new CustomEvent('multiplayer-update', { detail: this.getUsers() }));
+    pixiApp.multiplayerCursor.dirty = true;
+  }
+
+  private receiveUserUpdate(data: MessageUserUpdate) {
+    // this eventually will not be necessarily
+    if (data.session_id === this.sessionId) return;
+    const player = this.users.get(data.session_id);
+    if (!player) {
+      throw new Error("Expected Player to be defined before receiving a message of type 'MouseMove'");
+    }
+    if (data.file_id !== this.room) {
+      throw new Error("Expected file_id to match room before receiving a message of type 'MouseMove'");
+    }
+    const update = data.update;
+
+    if (update.x !== null && update.y !== null) {
+      player.x = update.x;
+      player.y = update.y;
+      if (player.sheet_id === sheets.sheet.id) {
         window.dispatchEvent(new CustomEvent('multiplayer-cursor'));
       }
-    } else if (type === 'ChangeSelection') {
-      // todo: this check should not be needed (eventually)
-      if (data.user_id !== this.uuid) {
-        const player = this.players.get(data.user_id);
-        if (!player) {
-          throw new Error("Expected Player to be defined before receiving a message of type 'ChangeSelection'");
+    }
+
+    if (update.visible !== undefined) {
+      player.visible = update.visible;
+    }
+
+    if (update.sheet_id) {
+      if (player.sheet_id !== update.sheet_id) {
+        player.sheet_id = update.sheet_id;
+        if (player.sheet_id === sheets.sheet.id) {
+          pixiApp.multiplayerCursor.dirty = true;
+          window.dispatchEvent(new CustomEvent('multiplayer-cursor'));
         }
-        player.selection = JSON.parse(data.selection);
+      }
+    }
+
+    if (update.selection) {
+      player.selection = update.selection;
+      player.parsedSelection = player.selection ? JSON.parse(player.selection) : undefined;
+      if (player.sheet_id === sheets.sheet.id) {
         pixiApp.multiplayerCursor.dirty = true;
       }
     }
+
+    if (update.cell_edit) {
+      player.cell_edit = update.cell_edit;
+      if (player.parsedSelection) {
+        // hide the label if the player is editing the cell
+        pixiApp.cellsSheets.showLabel(
+          player.parsedSelection.cursor.x,
+          player.parsedSelection.cursor.y,
+          player.sheet_id,
+          !player.cell_edit.active
+        );
+      }
+      window.dispatchEvent(
+        new CustomEvent('multiplayer-cell-edit', {
+          detail: {
+            ...update.cell_edit,
+            playerColor: MULTIPLAYER_COLORS[player.color],
+            sessionId: data.session_id,
+            sheetId: player.sheet_id,
+            cell: player.parsedSelection?.cursor,
+          },
+        })
+      );
+      pixiApp.multiplayerCursor.dirty = true;
+    }
+
+    if (update.viewport) {
+      player.viewport = update.viewport;
+      if (pixiAppSettings.editorInteractionState.follow === player.session_id) {
+        pixiApp.loadMultiplayerViewport(JSON.parse(player.viewport));
+      }
+    }
+  }
+
+  private receiveTransaction(data: MessageTransaction) {
+    // todo: this check should not be needed (eventually)
+    if (data.session_id !== this.sessionId) {
+      if (data.file_id !== this.room) {
+        throw new Error("Expected file_id to match room before receiving a message of type 'Transaction'");
+      }
+      grid.multiplayerTransaction(data.operations);
+    }
+  }
+
+  private receiveTransactions(data: ReceiveTransactions) {
+    console.log(data.transactions);
+  }
+
+  receiveMessage = (e: { data: string }) => {
+    const data = JSON.parse(e.data) as ReceiveMessages;
+    console.log(`[Multiplayer] Received receiveMessage ${data.type}`);
+    const { type } = data;
+    if (type === 'UsersInRoom') {
+      this.receiveUsersInRoom(data);
+    } else if (type === 'UserUpdate') {
+      this.receiveUserUpdate(data);
+    } else if (type === 'Transaction') {
+      this.receiveTransaction(data);
+    } else if (type === 'Transactions') {
+      this.receiveTransactions(data);
+    } else if (type !== 'Empty') {
+      console.warn(`Unknown message type: ${type}`);
+    }
   };
 }
 
diff --git a/quadratic-client/src/multiplayer/multiplayerCursor/MulitplayerCursors.tsx b/quadratic-client/src/multiplayer/multiplayerCursor/MulitplayerCursors.tsx
index e104c1c86a..0bce06a26d 100644
--- a/quadratic-client/src/multiplayer/multiplayerCursor/MulitplayerCursors.tsx
+++ b/quadratic-client/src/multiplayer/multiplayerCursor/MulitplayerCursors.tsx
@@ -1,4 +1,3 @@
-/* eslint-disable @typescript-eslint/no-unused-vars */
 import { sheets } from '@/grid/controller/Sheets';
 import { pixiApp } from '@/gridGL/pixiApp/PixiApp';
 import { useEffect, useState } from 'react';
@@ -11,29 +10,40 @@ const OFFSCREEN_SIZE = 5;
 
 export const MultiplayerCursors = () => {
   // triggers a render
+  // eslint-disable-next-line @typescript-eslint/no-unused-vars
   const [_, setPlayersTrigger] = useState(0);
   useEffect(() => {
     const updatePlayersTrigger = () => setPlayersTrigger((x) => x + 1);
     window.addEventListener('multiplayer-cursor', updatePlayersTrigger);
-    return () => window.removeEventListener('multiplayer-cursor', updatePlayersTrigger);
-  }, []);
-
-  const [currentSheetId, setCurrentSheetId] = useState<string>(sheets.sheet.id);
-  useEffect(() => {
-    const changeSheet = () => setCurrentSheetId(sheets.sheet.id);
-    window.addEventListener('change-sheet', changeSheet);
-    return () => window.removeEventListener('change-sheet', changeSheet);
+    window.addEventListener('change-sheet', updatePlayersTrigger);
+    pixiApp.viewport.on('moved', updatePlayersTrigger);
+    pixiApp.viewport.on('zoomed', updatePlayersTrigger);
+    return () => {
+      window.removeEventListener('multiplayer-cursor', updatePlayersTrigger);
+      window.removeEventListener('change-sheet', updatePlayersTrigger);
+      pixiApp.viewport.off('moved', updatePlayersTrigger);
+      pixiApp.viewport.off('zoomed', updatePlayersTrigger);
+    };
   }, []);
 
   return (
     <div className="multiplayer-cursors">
-      {[...multiplayer.players].flatMap(([id, player]) => {
+      {[...multiplayer.users].flatMap(([id, player]) => {
         const color = MULTIPLAYER_COLORS[player.color];
         const bounds = pixiApp.viewport.getVisibleBounds();
         const rect = pixiApp.canvas.getBoundingClientRect();
         const offsetTop = rect.top;
-        const { x, y, sheetId, name, visible } = player;
-        if (visible && x !== undefined && y !== undefined /*&& sheetId === currentSheetId*/) {
+        const { x, y, sheet_id, first_name, last_name, email, visible, index } = player;
+        let name: string;
+        if (first_name || last_name) {
+          name = `${first_name} ${last_name}`;
+        } else if (email) {
+          name = email;
+        } else {
+          name = `User ${index}`;
+        }
+
+        if (visible && x !== undefined && y !== undefined && sheet_id === sheets.sheet.id) {
           const translated = pixiApp.viewport.toScreen(x, y);
           let offscreen = false;
           if (x > bounds.right - OFFSCREEN_SIZE) {
diff --git a/quadratic-client/src/multiplayer/multiplayerTypes.ts b/quadratic-client/src/multiplayer/multiplayerTypes.ts
index 54686f8653..adf82661f9 100644
--- a/quadratic-client/src/multiplayer/multiplayerTypes.ts
+++ b/quadratic-client/src/multiplayer/multiplayerTypes.ts
@@ -1,47 +1,98 @@
-export interface MessageMouseMove {
-  type: 'MouseMove';
-  user_id: string;
-  file_id: string;
-  x?: number | null;
-  y?: number | null;
-}
-
-export interface ReceiveEnterRoom {
-  type: 'Room';
-  room: {
-    users: Record<
-      string,
-      {
-        user_id: string;
-        first_name: string;
-        last_name: string;
-        image: string;
-      }
-    >;
-  };
+import { Coordinate } from '@/gridGL/types/size';
+import { Rectangle } from 'pixi.js';
+
+export interface CellEdit {
+  active: boolean;
+  text: string;
+  cursor: number;
+  code_editor: boolean;
+  bold?: boolean;
+  italic?: boolean;
 }
 
-export interface MessageChangeSelection {
-  type: 'ChangeSelection';
+export interface MultiplayerUserServer {
+  session_id: string;
+  file_id: string;
   user_id: string;
+  first_name: string;
+  last_name: string;
+  email: string;
+  image: string;
+  sheet_id: string;
+  cell_edit: CellEdit;
+  visible: boolean;
+  selection?: string;
+  x?: number;
+  y?: number;
+  viewport: string;
+}
+
+// extended by the client
+export interface MultiplayerUser extends MultiplayerUserServer {
+  color: number;
+  index: number;
+  parsedSelection?: { cursor: Coordinate; rectangle: Rectangle };
+}
+
+export interface ReceiveRoom {
+  type: 'UsersInRoom';
+  users: MultiplayerUser[];
+}
+
+export interface MessageUserUpdate {
+  type: 'UserUpdate';
+  session_id: string;
   file_id: string;
-  selection: string;
+  update: {
+    cell_edit?: CellEdit;
+    selection?: string;
+    sheet_id?: string;
+    x?: number;
+    y?: number;
+    visible?: boolean;
+    viewport?: string;
+  };
 }
 
-export interface SendEnterRoom {
+export interface SendEnterRoom extends MultiplayerUserServer {
   type: 'EnterRoom';
-  user_id: string;
+}
+
+export interface Transaction {
+  id: string;
   file_id: string;
-  first_name: string;
-  last_name: string;
-  image: string;
+  sequence_num: number;
+  operations: string[];
 }
 
 export interface MessageTransaction {
   type: 'Transaction';
-  user_id: string;
+  id: string;
+  session_id: string;
   file_id: string;
   operations: string;
 }
 
-export type ReceiveMessages = MessageMouseMove | ReceiveEnterRoom | MessageChangeSelection | MessageTransaction;
+export interface SendGetTransactions {
+  type: 'GetTransactions';
+  session_id: string;
+  file_id: string;
+  min_sequence_num: number;
+}
+
+export interface ReceiveTransactions {
+  type: 'Transactions';
+  transactions: Transaction[];
+}
+
+export interface Heartbeat {
+  type: 'Heartbeat';
+  session_id: string;
+  file_id: string;
+}
+
+export interface ReceiveEmpty {
+  type: 'Empty';
+}
+
+export type ReceiveMessages = ReceiveRoom | MessageUserUpdate | MessageTransaction | ReceiveEmpty | ReceiveTransactions;
diff --git a/quadratic-client/src/schemas/validateAndUpgradeLegacyGridFile.ts b/quadratic-client/src/schemas/validateAndUpgradeLegacyGridFile.ts
index 1e46d5f88d..5dada49a73 100644
--- a/quadratic-client/src/schemas/validateAndUpgradeLegacyGridFile.ts
+++ b/quadratic-client/src/schemas/validateAndUpgradeLegacyGridFile.ts
@@ -3,6 +3,7 @@ import { GridFileSchemaV1_0 } from './GridFileV1_0';
 import { GridFileSchemaV1_1, upgradeV1_0toV1_1 } from './GridFileV1_1';
 import { GridFileSchemaV1_2, upgradeV1_1toV1_2 } from './GridFileV1_2';
 import { GridFileSchemaV1_3, upgradeV1_2toV1_3 } from './GridFileV1_3';
+import { versionGTE as versionGreaterOrEqualTo } from './versioning';
 
 // Ordered by newest first
 const FILES = [
@@ -12,8 +13,8 @@ const FILES = [
   { schema: GridFileSchemaV1_0, updateFn: upgradeV1_0toV1_1 },
 ];
 
-// all versions validated by Rust
-const rustFileVersions = ['1.3', '1.4'];
+// first file version that used Rust to validate
+const firstRustFileVersion = '1.4';
 
 /**
  * Given arbitrary JSON, validate whether it's a valid file format and return
@@ -44,7 +45,7 @@ export function validateAndUpgradeLegacyGridFile(input: any, logOutput: boolean
   }
 
   // rust files are validated by rust
-  if (rustFileVersions.includes(json.version)) {
+  if (versionGreaterOrEqualTo(json.version, firstRustFileVersion)) {
     return json;
   }
 
diff --git a/quadratic-client/src/schemas/versioning.ts b/quadratic-client/src/schemas/versioning.ts
new file mode 100644
index 0000000000..cad4a9f68d
--- /dev/null
+++ b/quadratic-client/src/schemas/versioning.ts
@@ -0,0 +1,22 @@
+export const versionGTE = (file: string, target: string) => {
+  let fileSplit = file.split('.');
+  const fileMajor = parseInt(fileSplit[0]);
+  const fileMinor = parseInt(fileSplit[1]);
+  const filePatch = parseInt(fileSplit[2]);
+
+  const targetSplit = target.split('.');
+  const targetMajor = parseInt(targetSplit[0]);
+  const targetMinor = parseInt(targetSplit[1]);
+  const targetPatch = parseInt(targetSplit[2]);
+
+  if (fileMajor > targetMajor) return true;
+  if (fileMajor < targetMajor) return false;
+
+  if (fileMinor > targetMinor) return true;
+  if (fileMinor < targetMinor) return false;
+
+  if (filePatch > targetPatch) return true;
+  if (filePatch < targetPatch) return false;
+
+  return true;
+};
diff --git a/quadratic-client/src/ui/QuadraticApp.tsx b/quadratic-client/src/ui/QuadraticApp.tsx
index 50e0f04657..804ee2441c 100644
--- a/quadratic-client/src/ui/QuadraticApp.tsx
+++ b/quadratic-client/src/ui/QuadraticApp.tsx
@@ -1,3 +1,5 @@
+import { multiplayer } from '@/multiplayer/multiplayer';
+import { useRootRouteLoaderData } from '@/router';
 import { useEffect, useRef, useState } from 'react';
 import { isMobile } from 'react-device-detect';
 import { useRecoilValue, useSetRecoilState } from 'recoil';
@@ -10,8 +12,11 @@ import QuadraticUIContext from './QuadraticUIContext';
 import { QuadraticLoading } from './loading/QuadraticLoading';
 
 export default function QuadraticApp() {
+  const { user } = useRootRouteLoaderData();
+
+
   const [loading, setLoading] = useState(true);
-  const { permission } = useRecoilValue(editorInteractionStateAtom);
+  const { permission, uuid } = useRecoilValue(editorInteractionStateAtom);
   const setLoadedState = useSetRecoilState(pythonStateAtom);
   const didMount = useRef<boolean>(false);
 
@@ -67,10 +72,17 @@ export default function QuadraticApp() {
       setLoadedState((prevState) => ({ ...prevState, pythonState: 'loading' }));
       initializeWebWorkers();
     }
-
-    pixiApp.init().then(() => setLoading(false));
   }, [permission, setLoadedState]);
 
+  useEffect(() => {
+    if (uuid && user && !pixiApp.initialized) {
+      pixiApp.init().then(() => {
+        multiplayer.enterFileRoom(uuid, user);
+        setLoading(false)
+      });
+    }
+  }, [uuid, user]);
+
   if (loading) {
     return <QuadraticLoading />;
   }
diff --git a/quadratic-client/src/ui/menus/CodeEditor/CodeEditor.tsx b/quadratic-client/src/ui/menus/CodeEditor/CodeEditor.tsx
index be0bd0be35..ccf25c889c 100644
--- a/quadratic-client/src/ui/menus/CodeEditor/CodeEditor.tsx
+++ b/quadratic-client/src/ui/menus/CodeEditor/CodeEditor.tsx
@@ -92,6 +92,7 @@ export const CodeEditor = () => {
 
   useEffect(() => {
     mixpanel.track('[CodeEditor].opened', { type: editorMode });
+    multiplayer.sendCellEdit('', 0, true);
   }, [editorMode]);
 
   const closeEditor = useCallback(
@@ -105,6 +106,7 @@ export const CodeEditor = () => {
         }));
         pixiApp.highlightedCells.clear();
         focusGrid();
+        multiplayer.sendEndCellEdit();
       }
     },
     [codeString, editorContent, setEditorInteractionState]
@@ -197,7 +199,6 @@ export const CodeEditor = () => {
         multiplayer.sendMouseMove();
       }}
       onPointerMove={(e) => {
-        console.log('hi');
         e.stopPropagation();
       }}
     >
diff --git a/quadratic-client/src/ui/menus/TopBar/CodeOutlinesSwitch.tsx b/quadratic-client/src/ui/menus/TopBar/CodeOutlinesSwitch.tsx
index e6f6d7b7cf..61d374652b 100644
--- a/quadratic-client/src/ui/menus/TopBar/CodeOutlinesSwitch.tsx
+++ b/quadratic-client/src/ui/menus/TopBar/CodeOutlinesSwitch.tsx
@@ -6,7 +6,7 @@ const CodeOutlinesSwitch = styled(Switch)(({ theme }) => {
   return {
     padding: '8px',
     '& .MuiSwitch-track': {
-      borderRadius: 22 / 2,
+      borderRadius: 0,
       background: '#fff',
       border: `1px solid ${colors.darkGray}4d`, // hexadecimal opacity: 30%
       opacity: 1,
@@ -52,6 +52,7 @@ const CodeOutlinesSwitch = styled(Switch)(({ theme }) => {
       width: 12,
       height: 12,
       margin: 4,
+      borderRadius: 0,
     },
     '&:hover .MuiSwitch-thumb': {
       opacity: 1,
diff --git a/quadratic-client/src/ui/menus/TopBar/TopBarUsers.tsx b/quadratic-client/src/ui/menus/TopBar/TopBarUsers.tsx
index 7a2109f7c7..42633f20dd 100644
--- a/quadratic-client/src/ui/menus/TopBar/TopBarUsers.tsx
+++ b/quadratic-client/src/ui/menus/TopBar/TopBarUsers.tsx
@@ -1,36 +1,210 @@
-import { Avatar, AvatarGroup, useTheme } from '@mui/material';
+import { editorInteractionStateAtom } from '@/atoms/editorInteractionStateAtom';
+import { pixiApp } from '@/gridGL/pixiApp/PixiApp';
+import { MULTIPLAYER_COLORS } from '@/multiplayer/multiplayerCursor/multiplayerColors';
+import { TooltipHint } from '@/ui/components/TooltipHint';
+import VisibilityIcon from '@mui/icons-material/Visibility';
+import { Avatar, AvatarGroup, IconButton, useTheme } from '@mui/material';
+import { Menu, MenuItem } from '@szhsin/react-menu';
+import { useRecoilValue, useSetRecoilState } from 'recoil';
 import { useRootRouteLoaderData } from '../../../router';
 import { colors } from '../../../theme/colors';
-import { TooltipHint } from '../../components/TooltipHint';
+import { useMultiplayerUsers } from './useMultiplayerUsers';
+
+const convertName = (
+  firstName: string | undefined,
+  lastName: string | undefined,
+  email: string | undefined,
+  you: boolean
+): string => {
+  let name = '';
+  if (firstName) {
+    name += firstName;
+  }
+  if (lastName) {
+    if (firstName) name += ' ';
+    name += lastName;
+  }
+  if (!firstName && !lastName && email) {
+    name = email;
+  }
+  if (you) {
+    if (name.length) {
+      name += ' (You)';
+    } else {
+      name += '(You)';
+    }
+  }
+  return name;
+};
+
+const convertInitial = (firstName?: string, lastName?: string, email?: string): string => {
+  if (!firstName && !lastName && email) {
+    return email[0];
+  }
+  return (firstName ? firstName[0] : '') + (lastName ? lastName[0] : '');
+};
+
+// const getDeviceName = (): string => {
+//   let parser = new UAParser(window.navigator.userAgent);
+//   let result = parser.getResult();
+//   return result.device?.model || result.device?.type || '';
+// }
 
 export const TopBarUsers = () => {
+  const editorInteractionState = useRecoilValue(editorInteractionStateAtom);
+  const follow = editorInteractionState.follow;
+
   const theme = useTheme();
   const { user } = useRootRouteLoaderData();
-  const displayName = user?.name ? user.name + ' (You)' : '(You)';
-  const initial = user?.name ? user.name[0] : 'Y';
+  const displayName = convertName(user?.given_name, user?.family_name, user?.email, true);
+  const initial = convertInitial(user?.given_name, user?.family_name);
+  // const device = getDeviceName();
+  // console.log(device)
+  // console.log(window.navigator.userAgent)
+  const multiplayerUsers = useMultiplayerUsers();
+
+  const users = multiplayerUsers.filter((user) => user.session_id !== follow);
+  const userFollow = (follow && multiplayerUsers.find((user) => user.session_id === follow)) || null;
+
+  // todo: black should be quadratic black
 
   return (
-    <AvatarGroup sx={{ mr: theme.spacing(1), ml: theme.spacing(-0.5), alignSelf: 'center' }}>
-      {user && <UserAvatar displayName={displayName} initial={initial} picture={user.picture || ''} />}
-    </AvatarGroup>
+    <>
+      <AvatarGroup sx={{ mr: theme.spacing(1), ml: theme.spacing(-0.5), alignSelf: 'center' }}>
+        {users.map((user) => {
+          return (
+            <UserAvatar
+              key={user.session_id}
+              displayName={convertName(user.first_name, user.last_name, user.email, false)}
+              initial={convertInitial(user.first_name, user.last_name, user.email)}
+              picture={user.image}
+              border={MULTIPLAYER_COLORS[user.color]}
+              sessionId={user.session_id}
+              follow={false}
+              viewport={user.viewport}
+            />
+          );
+        })}
+      </AvatarGroup>
+      <AvatarGroup sx={{ mr: theme.spacing(1), ml: theme.spacing(-0.5), alignSelf: 'center' }}>
+        {userFollow && (
+          <UserAvatar
+            displayName={convertName(userFollow.first_name, userFollow.last_name, userFollow.email, false)}
+            initial={convertInitial(userFollow.first_name, userFollow.last_name, userFollow.email)}
+            picture={userFollow.image || ''}
+            border={MULTIPLAYER_COLORS[userFollow.color]}
+            sessionId={userFollow.session_id}
+            follow={true}
+            viewport={userFollow.viewport}
+          />
+        )}
+        {user && <You displayName={displayName} initial={initial} picture={user.picture || ''} border={'black'} />}
+      </AvatarGroup>
+    </>
   );
 };
 
-function UserAvatar({ displayName, initial, picture }: { displayName: string; initial: string; picture: string }) {
+function You({
+  displayName,
+  initial,
+  picture,
+  border,
+}: {
+  displayName: string;
+  initial: string;
+  picture: string;
+  border: string;
+}) {
+  return (
+    // IconButton was necessary for the tooltip to work
+    <IconButton>
+      <TooltipHint title={displayName}>
+        <Avatar
+          sx={{
+            bgcolor: colors.quadraticSecondary,
+            width: 24,
+            height: 24,
+            fontSize: '0.8rem',
+          }}
+          variant="square"
+          alt={displayName}
+          src={picture}
+          style={{
+            border: `2px solid ${border}`,
+          }}
+        >
+          {initial}
+        </Avatar>
+      </TooltipHint>
+    </IconButton>
+  );
+}
+
+function UserAvatar({
+  displayName,
+  initial,
+  picture,
+  border,
+  sessionId,
+  follow,
+  viewport,
+}: {
+  displayName: string;
+  initial: string;
+  picture: string;
+  border: string;
+  sessionId: string;
+  follow: boolean;
+  viewport: string;
+}) {
+  const setEditorInteractionState = useSetRecoilState(editorInteractionStateAtom);
+  const handleFollow = () => {
+    setEditorInteractionState((prev) => {
+      if (follow) {
+        return { ...prev, follow: undefined };
+      }
+      pixiApp.loadMultiplayerViewport(JSON.parse(viewport));
+      return { ...prev, follow: sessionId };
+    });
+  };
+
+  const name = follow ? `Following ${displayName}` : displayName;
+  const avatar = (
+    <IconButton style={{ borderRadius: 0 }}>
+      <TooltipHint title={name} sx={{}}>
+        <div style={{ position: 'relative' }}>
+          <Avatar
+            sx={{
+              bgcolor: colors.quadraticSecondary,
+              width: 24,
+              height: 24,
+              fontSize: '0.8rem',
+              pointerEvents: 'auto',
+              cursor: 'pointer',
+              position: 'relative',
+            }}
+            variant="square"
+            alt={displayName}
+            src={picture}
+            style={{
+              border: `2px solid ${border}`,
+            }}
+          >
+            {initial}
+          </Avatar>
+          {follow && (
+            <VisibilityIcon
+              sx={{ position: 'absolute', top: '-8px', left: '50%', width: '16px', height: '16px', color: 'black' }}
+            />
+          )}
+        </div>
+      </TooltipHint>
+    </IconButton>
+  );
+
   return (
-    <TooltipHint title={displayName}>
-      <Avatar
-        sx={{
-          bgcolor: colors.quadraticSecondary,
-          width: 24,
-          height: 24,
-          fontSize: '0.8rem',
-        }}
-        alt={displayName}
-        src={picture}
-      >
-        {initial}
-      </Avatar>
-    </TooltipHint>
+    <Menu menuButton={avatar}>
+      <MenuItem onClick={handleFollow}>{follow ? `Stop following ${displayName}` : `Follow ${displayName}`}</MenuItem>
+    </Menu>
   );
 }
diff --git a/quadratic-client/src/ui/menus/TopBar/useMultiplayerUsers.tsx b/quadratic-client/src/ui/menus/TopBar/useMultiplayerUsers.tsx
new file mode 100644
index 0000000000..91c9adf545
--- /dev/null
+++ b/quadratic-client/src/ui/menus/TopBar/useMultiplayerUsers.tsx
@@ -0,0 +1,16 @@
+import { multiplayer } from '@/multiplayer/multiplayer';
+import { MultiplayerUser } from '@/multiplayer/multiplayerTypes';
+import { useEffect, useState } from 'react';
+
+export const useMultiplayerUsers = (): MultiplayerUser[] => {
+  const [users, setUsers] = useState<MultiplayerUser[]>([]);
+
+  useEffect(() => {
+    setUsers(multiplayer.getUsers());
+    const handleUpdate = (e: any) => setUsers(e.detail);
+    window.addEventListener('multiplayer-update', handleUpdate);
+    return () => window.removeEventListener('multiplayer-update', handleUpdate);
+  }, []);
+
+  return users;
+};
diff --git a/quadratic-core/Cargo.toml b/quadratic-core/Cargo.toml
index 73457f848f..e32f8632a8 100644
--- a/quadratic-core/Cargo.toml
+++ b/quadratic-core/Cargo.toml
@@ -41,6 +41,7 @@ serde_repr = "0.1"
 smallvec = { version = "1.11.0", features = ["serde", "union"] }
 strum = "0.24.1"
 strum_macros = "0.24.3"
+tabled = { version ="0.14.0", features = ["color"] }
 pollster = "0.2.5"
 uuid = { version = "1.4.0", features = ["v4", "serde"] }
 chrono = { version = "0.4", features = ["serde", "wasmbind"] }
@@ -68,7 +69,6 @@ indexmap = "2.0.2"
 
 [dev-dependencies]
 criterion = { version = "0.4", default-features = false }
-tabled = { version ="0.14.0", features = ["color"] }
 tokio-test = "0.4.3"
 
 [target.'cfg(not(target_family = "wasm"))'.dev-dependencies]
diff --git a/quadratic-core/benches/grid_benchmark.rs b/quadratic-core/benches/grid_benchmark.rs
index 82a594b169..2b0f2796d1 100644
--- a/quadratic-core/benches/grid_benchmark.rs
+++ b/quadratic-core/benches/grid_benchmark.rs
@@ -1,16 +1,17 @@
 use criterion::{criterion_group, criterion_main, Bencher, Criterion};
 use quadratic_core::controller::GridController;
 use quadratic_core::grid::Grid;
-use quadratic_core::{Pos, Rect};
+use quadratic_core::{Pos, Rect, SheetPos, SheetRect};
 use std::time::Duration;
 
 criterion_group!(benches, criterion_benchmark);
 criterion_main!(benches);
 
 fn criterion_benchmark(c: &mut Criterion) {
-    let airports =
-        quadratic_core::grid::file::import(include_str!("../examples/v1_4_airports_distance.grid"))
-            .unwrap();
+    let airports = quadratic_core::grid::file::import(include_str!(
+        "../../rust-shared/data/grid/v1_4_airports_distance.grid"
+    ))
+    .unwrap();
 
     let inputs = vec![
         ("empty", Grid::new()), // empty file
@@ -46,13 +47,18 @@ fn criterion_benchmark(c: &mut Criterion) {
         let mut gc = GridController::from_grid(grid.clone());
         b.iter(|| {
             let sheet_id = gc.sheet_ids()[0];
-            let rect = Rect {
+            let sheet_rect = SheetRect {
                 min: Pos { x: 0, y: 0 },
                 max: Pos { x: 10, y: 10 },
+                sheet_id,
             };
-            let pos = Pos { x: 10000, y: 10000 };
-            let contents = gc.copy_to_clipboard(sheet_id, rect);
-            gc.paste_from_clipboard(sheet_id, pos, Some(contents.0), Some(contents.1), None);
+            let sheet_pos = SheetPos {
+                x: 10000,
+                y: 10000,
+                sheet_id,
+            };
+            let contents = gc.copy_to_clipboard(sheet_rect);
+            gc.paste_from_clipboard(sheet_pos, Some(contents.0), Some(contents.1), None);
         });
     });
 
@@ -60,13 +66,18 @@ fn criterion_benchmark(c: &mut Criterion) {
         let mut gc = GridController::from_grid(grid.clone());
         b.iter(|| {
             let sheet_id = gc.sheet_ids()[0];
-            let rect = Rect {
+            let sheet_rect = SheetRect {
                 min: Pos { x: 0, y: 0 },
                 max: Pos { x: 100, y: 100 },
+                sheet_id,
+            };
+            let sheet_pos = SheetPos {
+                x: 10000,
+                y: 10000,
+                sheet_id,
             };
-            let pos = Pos { x: 10000, y: 10000 };
-            let contents = gc.copy_to_clipboard(sheet_id, rect);
-            gc.paste_from_clipboard(sheet_id, pos, Some(contents.0), Some(contents.1), None);
+            let contents = gc.copy_to_clipboard(sheet_rect);
+            gc.paste_from_clipboard(sheet_pos, Some(contents.0), Some(contents.1), None);
         });
     });
 
@@ -91,18 +102,19 @@ fn criterion_benchmark(c: &mut Criterion) {
                 // Setup
                 let gc = GridController::from_grid(grid.clone());
                 let sheet_id = gc.sheet_ids()[0];
-                let rect = Rect {
+                let sheet_rect = SheetRect {
                     min: Pos {
                         x: -10000,
                         y: -10000,
                     },
                     max: Pos { x: 10000, y: 10000 },
+                    sheet_id,
                 };
-                (gc, sheet_id, rect)
+                (gc, sheet_rect)
             },
-            |(mut gc, sheet_id, rect)| {
+            |(mut gc, sheet_rect)| {
                 // Test
-                gc.delete_cells_rect(sheet_id, rect, None);
+                gc.delete_cells_rect(sheet_rect, None);
             },
             criterion::BatchSize::SmallInput,
         )
@@ -114,14 +126,15 @@ fn criterion_benchmark(c: &mut Criterion) {
                 // Setup
                 let mut gc = GridController::from_grid(grid.clone());
                 let sheet_id = gc.sheet_ids()[0];
-                let rect = Rect {
+                let sheet_rect = SheetRect {
                     min: Pos {
                         x: -10000,
                         y: -10000,
                     },
                     max: Pos { x: 10000, y: 10000 },
+                    sheet_id,
                 };
-                gc.delete_cells_rect(sheet_id, rect, None);
+                gc.delete_cells_rect(sheet_rect, None);
                 gc
             },
             |mut gc| {
@@ -138,14 +151,15 @@ fn criterion_benchmark(c: &mut Criterion) {
                 // Setup
                 let mut gc = GridController::from_grid(grid.clone());
                 let sheet_id = gc.sheet_ids()[0];
-                let rect = Rect {
+                let sheet_rect = SheetRect {
                     min: Pos {
                         x: -10000,
                         y: -10000,
                     },
                     max: Pos { x: 10000, y: 10000 },
+                    sheet_id,
                 };
-                gc.delete_cells_rect(sheet_id, rect, None);
+                gc.delete_cells_rect(sheet_rect, None);
                 gc.undo(None);
                 gc
             },
@@ -208,18 +222,19 @@ fn criterion_benchmark(c: &mut Criterion) {
                 // Setup
                 let gc = GridController::from_grid(grid.clone());
                 let sheet_id = gc.sheet_ids()[0];
-                let rect = Rect {
+                let sheet_rect = SheetRect {
                     min: Pos {
                         x: -10000,
                         y: -10000,
                     },
                     max: Pos { x: 10000, y: 10000 },
+                    sheet_id,
                 };
-                (gc, sheet_id, rect)
+                (gc, sheet_rect)
             },
-            |(mut gc, sheet_id, rect)| {
+            |(mut gc, sheet_rect)| {
                 // Test
-                gc.clear_formatting(sheet_id, rect, None);
+                gc.clear_formatting(sheet_rect, None);
             },
             criterion::BatchSize::SmallInput,
         )
diff --git a/quadratic-core/examples/airports.grid b/quadratic-core/examples/airports.grid
deleted file mode 100644
index 404dc1a350..0000000000
--- a/quadratic-core/examples/airports.grid
+++ /dev/null
@@ -1,54643 +0,0 @@
-{
-  "sheets": [
-    {
-      "name": "Sheet1",
-      "order": "a0",
-      "borders": [],
-      "cells": [
-        {
-          "x": 0,
-          "y": 0,
-          "type": "TEXT",
-          "value": "Airport source data",
-          "last_modified": "2023-02-16T23:48:13.069Z"
-        },
-        {
-          "x": 0,
-          "y": 2,
-          "type": "TEXT",
-          "value": "index"
-        },
-        {
-          "x": 0,
-          "y": 3,
-          "type": "TEXT",
-          "value": "0",
-          "last_modified": "2023-02-17T00:02:03.921Z"
-        },
-        {
-          "x": 0,
-          "y": 4,
-          "type": "TEXT",
-          "value": "1",
-          "last_modified": "2023-02-17T00:02:03.958Z"
-        },
-        {
-          "x": 0,
-          "y": 5,
-          "type": "TEXT",
-          "value": "2",
-          "last_modified": "2023-02-17T00:02:03.985Z"
-        },
-        {
-          "x": 0,
-          "y": 6,
-          "type": "TEXT",
-          "value": "3",
-          "last_modified": "2023-02-17T00:02:04.009Z"
-        },
-        {
-          "x": 0,
-          "y": 7,
-          "type": "TEXT",
-          "value": "4",
-          "last_modified": "2023-02-17T00:02:04.032Z"
-        },
-        {
-          "x": 0,
-          "y": 8,
-          "type": "TEXT",
-          "value": "5",
-          "last_modified": "2023-02-17T00:02:04.055Z"
-        },
-        {
-          "x": 0,
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-          "python_code": "import numpy as np\n\n\ndef haversine(lat1, lon1, lat2, lon2, to_radians=True, earth_radius=3958.756):\n    \"\"\"\n    Vectorized Haversine Function\n    Calculate the great circle distance between two points\n    on the earth (specified in decimal degrees or in radians)\n\n    All (lat, lon) coordinates must have numeric dtypes and be of equal length.\n\n    \"\"\"\n\n    if to_radians:\n        lat1, lon1, lat2, lon2 = np.radians([lat1, lon1, lat2, lon2])\n\n    a = np.sin((lat2 - lat1) / 2.0)**2 + \\\n        np.cos(lat1) * np.cos(lat2) * np.sin((lon2 - lon1) / 2.0)**2\n\n    return earth_radius * 2 * np.arcsin(np.sqrt(a))\n\n\nlat1 = float(c(18, 3))\nlon1 = float(c(19, 3))\nlat2 = float(c(18, 4))\nlon2 = float(c(19, 4))\n\ndistance = haversine(lat1, lon1, lat2, lon2)\nstr(distance)[:9] + \" mi\"\n",
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-            "formatted_code": "import numpy as np\n\n\ndef haversine(lat1, lon1, lat2, lon2, to_radians=True, earth_radius=3958.756):\n    \"\"\"\n    Vectorized Haversine Function\n    Calculate the great circle distance between two points\n    on the earth (specified in decimal degrees or in radians)\n\n    All (lat, lon) coordinates must have numeric dtypes and be of equal length.\n\n    \"\"\"\n\n    if to_radians:\n        lat1, lon1, lat2, lon2 = np.radians([lat1, lon1, lat2, lon2])\n\n    a = np.sin((lat2 - lat1) / 2.0)**2 + \\\n        np.cos(lat1) * np.cos(lat2) * np.sin((lon2 - lon1) / 2.0)**2\n\n    return earth_radius * 2 * np.arcsin(np.sqrt(a))\n\n\nlat1 = float(c(18, 3))\nlon1 = float(c(19, 3))\nlat2 = float(c(18, 4))\nlon2 = float(c(19, 4))\n\ndistance = haversine(lat1, lon1, lat2, lon2)\nstr(distance)[:9] + \" mi\"\n",
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-          "evaluation_result": {
-            "success": true,
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-            "output_value": "    index iata                    name  ... country     latitude     longitude\n3       3  01G            Perry-Warsaw  ...     USA  42.74134667  -78.05208056\n19     19  06N                 Randall  ...     USA  41.43156583  -74.39191722\n42     42  0B8               Elizabeth  ...     USA  41.25130806  -72.03161139\n54     54  0G0  North Buffalo Suburban  ...     USA  43.10318389  -78.70334583\n57     57  0G7   Finger Lakes Regional  ...     USA  42.88062278  -76.78162028\n94     94  10N                Wallkill  ...     USA  41.62787111  -74.13375583\n138   138  1B1            Columbia Cty  ...     USA  42.29130028  -73.71031944\n156   156  1G6                 Michael  ...     USA  43.18166667  -76.12777778\n161   161  1I5                Freehold  ...     USA     42.36425  -74.06596806\n178   178  1N2                 Spadaro  ...     USA  40.82787639  -72.74871083\n203   203  20N         Kingston-Ulster  ...     USA   41.9852525  -73.96409722\n214   214  23N       Bayport Aerodrome  ...     USA  40.75843139  -73.05372083\n335   335  3G7        Williamson/Sodus  ...     USA  43.23472222  -77.12097222\n391   391  44N               Sky Acres  ...     USA  41.70742861  -73.73802889\n397   397  46N                Sky Park  ...     USA  41.98458333  -73.83596556\n418   418  4B0            South Albany  ...     USA  42.56072611  -73.83395639\n419   419  4B1              Duanesburg  ...     USA  42.75840889  -74.13290472\n420   420  4B6        Ticonderoga Muni  ...     USA  43.87700278  -73.41317639\n421   421  4B7            Schroon Lake  ...     USA  43.86256083  -73.74262972\n430   430  4G2            Hamburg Inc.  ...     USA   42.7008925  -78.91475694\n432   432  4G6            Hornell Muni  ...     USA  42.38214444   -77.6821125\n\n[21 rows x 8 columns]",
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-            "array_output": [
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-              ["156", "1G6", "Michael", "Cicero", "NY", "USA", "43.18166667", "-76.12777778"],
-              ["161", "1I5", "Freehold", "Freehold", "NY", "USA", "42.36425", "-74.06596806"],
-              ["178", "1N2", "Spadaro", "East Moriches", "NY", "USA", "40.82787639", "-72.74871083"],
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-              ["335", "3G7", "Williamson/Sodus", "Williamson", "NY", "USA", "43.23472222", "-77.12097222"],
-              ["391", "44N", "Sky Acres", "Millbrook", "NY", "USA", "41.70742861", "-73.73802889"],
-              ["397", "46N", "Sky Park", "Red Hook", "NY", "USA", "41.98458333", "-73.83596556"],
-              ["418", "4B0", "South Albany", "South Bethlehem", "NY", "USA", "42.56072611", "-73.83395639"],
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-              ["432", "4G6", "Hornell Muni", "Hornell", "NY", "USA", "42.38214444", "-77.6821125"]
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-            "formatted_code": "state = c(11, 10)\n\ndf = getCells((0, 2), (7, 503), first_row_header=True)\ndf = df.fillna('')\ndf[df[\"state\"] == state]\n",
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diff --git a/quadratic-core/examples/startup_portfolio.grid b/quadratic-core/examples/startup_portfolio.grid
deleted file mode 100644
index fde9c8e2b4..0000000000
--- a/quadratic-core/examples/startup_portfolio.grid
+++ /dev/null
@@ -1,2464 +0,0 @@
-{
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-          "value": "Portfolio Valuation analysis by revenue multiple",
-          "last_modified": "2022-05-11T16:27:28.266Z"
-        },
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-        { "x": 4, "y": 11, "type": "TEXT", "value": "3350000000", "last_modified": "2022-05-12T17:39:57.316Z" },
-        { "x": 4, "y": 12, "type": "TEXT", "value": "2620000000", "last_modified": "2022-05-12T17:39:57.316Z" },
-        { "x": 4, "y": 13, "type": "TEXT", "value": "2000000000", "last_modified": "2022-05-12T17:39:57.316Z" },
-        { "x": 4, "y": 14, "type": "TEXT", "value": "1500000000", "last_modified": "2022-05-12T17:39:57.316Z" },
-        { "x": 4, "y": 15, "type": "TEXT", "value": "1300000000", "last_modified": "2022-05-12T17:39:57.316Z" },
-        { "x": 5, "y": 4, "type": "TEXT", "value": "Paid multiple", "last_modified": "2022-05-11T16:44:34.975Z" },
-        {
-          "x": 5,
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-          "type": "PYTHON",
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-          "python_code": "\nresult = []\nfor i in range(0, 10):\n    result.append(\n        \"{:}\".format(c(4, 6 + i) / c(3, 6 + i))\n    )\nresult",
-          "last_modified": "2023-03-21T19:54:06.210Z",
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-          "array_cells": [
-            [5, 6],
-            [5, 7],
-            [5, 8],
-            [5, 9],
-            [5, 10],
-            [5, 11],
-            [5, 12],
-            [5, 13],
-            [5, 14],
-            [5, 15]
-          ],
-          "evaluation_result": {
-            "success": true,
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-            "output_value": "['119.5652173913043478260869565', '196.0784313725490196078431373', '46.74046740467404674046740467', '1.275', '35', '50.75757575757575757575757576', '55.74468085106382978723404255', '13.33333333333333333333333333', '12.71186440677966101694915254', '11.81818181818181818181818182']",
-            "cells_accessed": [
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-              [3, 9],
-              [4, 10],
-              [3, 10],
-              [4, 11],
-              [3, 11],
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-              [3, 12],
-              [4, 13],
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-              [4, 14],
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-        { "x": 7, "y": 2, "type": "TEXT", "value": "Public market comps", "last_modified": "2022-05-12T22:51:41.212Z" },
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-        { "x": 7, "y": 7, "type": "TEXT", "value": "ADBE", "last_modified": "2022-05-12T18:51:47.993Z" },
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-        { "x": 7, "y": 10, "type": "TEXT", "value": "INFA", "last_modified": "2022-05-12T22:42:46.350Z" },
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-        { "x": 7, "y": 12, "type": "TEXT", "value": "OKTA", "last_modified": "2022-05-12T22:43:47.094Z" },
-        { "x": 7, "y": 13, "type": "TEXT", "value": "ORCL", "last_modified": "2022-05-12T22:44:36.850Z" },
-        { "x": 7, "y": 14, "type": "TEXT", "value": "DOCN", "last_modified": "2022-05-12T22:45:02.343Z" },
-        { "x": 7, "y": 15, "type": "TEXT", "value": "ORCL", "last_modified": "2022-05-12T22:45:40.301Z" },
-        { "x": 8, "y": 4, "type": "TEXT", "value": "Name", "last_modified": "2022-05-12T18:52:46.093Z" },
-        {
-          "x": 8,
-          "y": 6,
-          "type": "PYTHON",
-          "value": "Snowflake Inc.",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 6)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:54:12.884Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 6],
-            [9, 6],
-            [10, 6],
-            [11, 6]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "                0             1              2                  3\n0  Snowflake Inc.  1860421000.0  43567152000.0  23.41789949694182",
-            "cells_accessed": [[7, 6]],
-            "array_output": [["Snowflake Inc.", "1860421000.0", "43567152000.0", "23.41789949694182"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 6)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 7,
-          "type": "PYTHON",
-          "value": "Adobe Inc.",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 7)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:54:22.347Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 7],
-            [9, 7],
-            [10, 7],
-            [11, 7]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "            0              1                2                 3\n0  Adobe Inc.  17606000000.0  166407958362.24  9.45177543804612",
-            "cells_accessed": [[7, 7]],
-            "array_output": [["Adobe Inc.", "17606000000.0", "166407958362.24", "9.45177543804612"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 7)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 8,
-          "type": "PYTHON",
-          "value": "Datadog, Inc. Class ",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 8)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:54:26.458Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 8],
-            [9, 8],
-            [10, 8],
-            [11, 8]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "                      0             1                   2                   3\n0  Datadog, Inc. Class   1675100000.0  21180114934.109997  12.644089865745327",
-            "cells_accessed": [[7, 8]],
-            "array_output": [["Datadog, Inc. Class ", "1675100000.0", "21180114934.109997", "12.644089865745327"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 8)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 9,
-          "type": "PYTHON",
-          "value": "Coinbase Global, Inc",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 9)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:54:33.553Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 9],
-            [9, 9],
-            [10, 9],
-            [11, 9]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "                      0             1               2                   3\n0  Coinbase Global, Inc  3194208000.0  17392936523.04  5.4451483820214595",
-            "cells_accessed": [[7, 9]],
-            "array_output": [["Coinbase Global, Inc", "3194208000.0", "17392936523.04", "5.4451483820214595"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 9)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 10,
-          "type": "PYTHON",
-          "value": "Informatica Inc.",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 10)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:55:12.638Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 10],
-            [9, 10],
-            [10, 10],
-            [11, 10]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "                  0             1              2                   3\n0  Informatica Inc.  1505118000.0  4563793430.91  3.0321831450490926",
-            "cells_accessed": [[7, 10]],
-            "array_output": [["Informatica Inc.", "1505118000.0", "4563793430.91", "3.0321831450490926"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 10)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name[:20],\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          },
-          "dependent_cells": [[7, 10]]
-        },
-        {
-          "x": 8,
-          "y": 11,
-          "type": "PYTHON",
-          "value": "Domo, Inc. Class B Common Stock",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 11)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:55:18.010Z",
-          "python_output": "",
-          "array_cells": [
-            [8, 11],
-            [9, 11],
-            [10, 11],
-            [11, 11]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "                                 0  ...                   3\n0  Domo, Inc. Class B Common Stock  ...  1.4048398622138094\n\n[1 rows x 4 columns]",
-            "cells_accessed": [[7, 11]],
-            "array_output": [["Domo, Inc. Class B Common Stock", "299014000.0", "420066786.56", "1.4048398622138094"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 11)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          },
-          "dependent_cells": [[7, 11]]
-        },
-        {
-          "x": 8,
-          "y": 12,
-          "type": "PYTHON",
-          "value": "Okta, Inc. Class A Common Stock",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 12)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:57:07.476Z",
-          "python_output": "{'results': [{'financials': {'comprehensive_income': {'comprehensive_income_loss_attributable_to_parent': {'label': 'Comprehensive Income/Loss Attributable To Parent', 'value': -225282000.0, 'unit': 'USD', 'order': 300}, 'comprehensive_income_loss': {'label': 'Comprehensive Income/Loss', 'value': -225282000.0, 'unit': 'USD', 'order': 100}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 200}, 'other_comprehensive_income_loss': {'label': 'Other Comprehensive Income/Loss', 'value': -3971000.0, 'unit': 'USD', 'order': 400}}, 'income_statement': {'operating_expenses': {'label': 'Operating Expenses', 'value': 439562000.0, 'unit': 'USD', 'order': 1000}, 'income_tax_expense_benefit': {'label': 'Income Tax Expense/Benefit', 'value': 667000, 'unit': 'USD', 'order': 2200}, 'basic_earnings_per_share': {'label': 'Basic Earnings Per Share', 'value': -1.44, 'unit': 'USD / shares', 'order': 4200}, 'income_loss_from_continuing_operations_after_tax': {'label': 'Income/Loss From Continuing Operations After Tax', 'value': -221311000.0, 'unit': 'USD', 'order': 1400}, 'gross_profit': {'label': 'Gross Profit', 'value': 241006000.0, 'unit': 'USD', 'order': 800}, 'diluted_earnings_per_share': {'label': 'Diluted Earnings Per Share', 'value': -1.44, 'unit': 'USD / shares', 'order': 4300}, 'income_loss_from_continuing_operations_before_tax': {'label': 'Income/Loss From Continuing Operations Before Tax', 'value': -220644000.0, 'unit': 'USD', 'order': 1500}, 'operating_income_loss': {'label': 'Operating Income/Loss', 'value': -198556000.0, 'unit': 'USD', 'order': 1100}, 'revenues': {'label': 'Revenues', 'value': 350680000.0, 'unit': 'USD', 'order': 100}, 'net_income_loss_attributable_to_noncontrolling_interest': {'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 3300}, 'interest_expense_operating': {'label': 'Interest Expense, Operating', 'value': 23144000.0, 'unit': 'USD', 'order': 2700}, 'net_income_loss': {'label': 'Net Income/Loss', 'value': -221311000.0, 'unit': 'USD', 'order': 3200}, 'preferred_stock_dividends_and_other_adjustments': {'label': 'Preferred Stock Dividends And Other Adjustments', 'value': 0, 'unit': 'USD', 'order': 3900}, 'net_income_loss_attributable_to_parent': {'label': 'Net Income/Loss Attributable To Parent', 'value': -221311000.0, 'unit': 'USD', 'order': 3500}, 'cost_of_revenue': {'label': 'Cost Of Revenue', 'value': 109674000.0, 'unit': 'USD', 'order': 300}, 'net_income_loss_available_to_common_stockholders_basic': {'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'value': -221311000.0, 'unit': 'USD', 'order': 3700}, 'costs_and_expenses': {'label': 'Costs And Expenses', 'value': 571324000.0, 'unit': 'USD', 'order': 600}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'value': 0, 'unit': 'USD', 'order': 3800}, 'benefits_costs_expenses': {'label': 'Benefits Costs and Expenses', 'value': 571324000.0, 'unit': 'USD', 'order': 200}}, 'balance_sheet': {'current_liabilities': {'label': 'Current Liabilities', 'value': 988166000.0, 'unit': 'USD', 'order': 700}, 'equity_attributable_to_noncontrolling_interest': {'label': 'Equity Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 1500}, 'other_than_fixed_noncurrent_assets': {'label': 'Other Than Fixed Noncurrent Assets', 'value': 6083354000.0, 'unit': 'USD', 'order': 500}, 'noncurrent_liabilities': {'label': 'Noncurrent Liabilities', 'value': 2024252000.0, 'unit': 'USD', 'order': 800}, 'fixed_assets': {'label': 'Fixed Assets', 'value': 60751000.0, 'unit': 'USD', 'order': 400}, 'assets': {'label': 'Assets', 'value': 8996973000.0, 'unit': 'USD', 'order': 100}, 'liabilities': {'label': 'Liabilities', 'value': 3012418000.0, 'unit': 'USD', 'order': 600}, 'noncurrent_assets': {'label': 'Noncurrent Assets', 'value': 6144105000.0, 'unit': 'USD', 'order': 300}, 'equity': {'label': 'Equity', 'value': 5984555000.0, 'unit': 'USD', 'order': 1400}, 'liabilities_and_equity': {'label': 'Liabilities And Equity', 'value': 8996973000.0, 'unit': 'USD', 'order': 1900}, 'current_assets': {'label': 'Current Assets', 'value': 2852868000.0, 'unit': 'USD', 'order': 200}, 'equity_attributable_to_parent': {'label': 'Equity Attributable To Parent', 'value': 5984555000.0, 'unit': 'USD', 'order': 1600}}, 'cash_flow_statement': {}}, 'start_date': '2021-08-01', 'end_date': '2021-10-31', 'filing_date': '2021-12-02', 'cik': '0001660134', 'company_name': 'Okta, Inc.', 'fiscal_period': 'Q3', 'fiscal_year': '2022', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001660134-21-000026', 'source_filing_file_url': 'https://api.polygon.io/v1/reference/sec/filings/0001660134-21-000026/files/okta-20211031_htm.xml'}], 'status': 'OK', 'request_id': 'c26140ceab0fd97f5d9cc644eea44717', 'count': 1, 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MjAyMTEwMzEmYXM9MDAwMTY2MDEzNC0yMS0wMDAwMjYmZW50aXRpZXMuY29tcGFueV9kYXRhLnRpY2tlcj1PS1RBJmhhc194YnJsPXRydWUmbGltaXQ9MSZzb3J0PXBlcmlvZF9vZl9yZXBvcnRfZGF0ZSZ0eXBlPTEwLVE'}\n",
-          "array_cells": [
-            [8, 12],
-            [9, 12],
-            [10, 12],
-            [11, 12]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "{'results': [{'id': '0001660134:TTM', 'start_date': '2022-02-01', 'end_date': '2023-01-31', 'filing_date': '2023-03-03', 'timeframe': 'ttm', 'fiscal_period': 'TTM', 'fiscal_year': '2023', 'cik': '0001660134', 'sic': '7372', 'tickers': ['OKTA'], 'company_name': 'Okta, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001660134-23-000013', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001660134-23-000013/files/okta-20230131_htm.xml', 'financials': {'cash_flow_statement': {'net_cash_flow_from_financing_activities_continuing': {'value': 48000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'exchange_gains_losses': {'value': -6000000.0, 'unit': 'USD', 'label': 'Exchange Gains/Losses', 'order': 1000}, 'net_cash_flow_from_operating_activities': {'value': 86000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}, 'net_cash_flow_from_operating_activities_continuing': {'value': 86000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow_from_investing_activities': {'value': -130000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow_continuing': {'value': 4000000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_financing_activities': {'value': 48000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow_from_investing_activities_continuing': {'value': -130000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow': {'value': -2000000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}}, 'balance_sheet': {'noncurrent_liabilities': {'value': 2376000000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 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{'value': -2347000.0, 'unit': 'USD', 'label': 'Exchange Gains/Losses', 'order': 1000}, 'net_cash_flow_from_operating_activities_continuing': {'value': 104119000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow_from_financing_activities': {'value': 89066000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow': {'value': -175974000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}}, 'income_statement': {'income_loss_from_continuing_operations_after_tax': {'value': -848411000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}, 'income_tax_expense_benefit': {'value': -1285000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'benefits_costs_expenses': {'value': 2149897000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'diluted_earnings_per_share': {'value': -5.73, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'operating_income_loss': {'value': -767103000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'cost_of_revenue': {'value': 396405000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}, 'interest_expense_operating': {'value': 92182000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'income_tax_expense_benefit_deferred': {'value': -6086000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Deferred', 'order': 2400}, 'income_loss_from_continuing_operations_before_tax': {'value': -849696000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'operating_expenses': {'value': 1670899000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'costs_and_expenses': {'value': 2149897000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'net_income_loss': {'value': -848411000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -848411000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'revenues': {'value': 1300201000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'income_tax_expense_benefit_current': {'value': 4801000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Current', 'order': 2300}, 'net_income_loss_attributable_to_parent': {'value': -848411000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'gross_profit': {'value': 903796000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'basic_earnings_per_share': {'value': -5.73, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}}, 'comprehensive_income': {'other_comprehensive_income_loss_attributable_to_parent': {'value': -17399000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'order': 600}, 'other_comprehensive_income_loss': {'value': -17399000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'comprehensive_income_loss_attributable_to_parent': {'value': -865810000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'comprehensive_income_loss': {'value': -865810000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}}}}, {'id': '0001660134:2022:Q3', 'start_date': '2021-08-01', 'end_date': '2021-10-31', 'filing_date': '2021-12-02', 'timeframe': 'quarterly', 'fiscal_period': 'Q3', 'fiscal_year': '2022', 'cik': '0001660134', 'sic': '7372', 'tickers': ['OKTA'], 'company_name': 'Okta, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001660134-21-000026', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001660134-21-000026/files/okta-20211031_htm.xml', 'financials': {'comprehensive_income': {'comprehensive_income_loss': {'value': -225282000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}, 'other_comprehensive_income_loss': {'value': -3971000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'comprehensive_income_loss_attributable_to_parent': {'value': -225282000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}}, 'balance_sheet': {'fixed_assets': {'value': 60751000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'liabilities_and_equity': {'value': 8996973000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}, 'noncurrent_liabilities': {'value': 2024252000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'liabilities': {'value': 3012418000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'equity_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}, 'noncurrent_assets': {'value': 6144105000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'equity_attributable_to_parent': {'value': 5984555000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'other_than_fixed_noncurrent_assets': {'value': 6083354000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}, 'equity': {'value': 5984555000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'assets': {'value': 8996973000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}, 'current_assets': {'value': 2852868000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'current_liabilities': {'value': 988166000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}}, 'income_statement': {'gross_profit': {'value': 241006000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'benefits_costs_expenses': {'value': 571324000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'diluted_earnings_per_share': {'value': -1.44, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'income_tax_expense_benefit': {'value': 667000, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'net_income_loss': {'value': -221311000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'income_loss_from_continuing_operations_after_tax': {'value': -221311000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'operating_expenses': {'value': 439562000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'basic_earnings_per_share': {'value': -1.44, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -221311000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'costs_and_expenses': {'value': 571324000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'income_loss_from_continuing_operations_before_tax': {'value': -220644000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'operating_income_loss': {'value': -198556000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'net_income_loss_attributable_to_parent': {'value': -221311000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'revenues': {'value': 350680000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'cost_of_revenue': {'value': 109674000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}, 'interest_expense_operating': {'value': 23144000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}}, 'cash_flow_statement': {'net_cash_flow_from_investing_activities': {'value': 101459000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow': {'value': 147106000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_investing_activities_continuing': {'value': 101459000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_continuing': {'value': 147793000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_financing_activities_continuing': {'value': 9214000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_operating_activities': {'value': 37120000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}, 'exchange_gains_losses': {'value': -687000, 'unit': 'USD', 'label': 'Exchange Gains/Losses', 'order': 1000}, 'net_cash_flow_from_operating_activities_continuing': {'value': 37120000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow_from_financing_activities': {'value': 9214000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}}}}, {'id': '0001660134:2022:Q2', 'start_date': '2021-05-01', 'end_date': '2021-07-31', 'filing_date': '2021-09-02', 'timeframe': 'quarterly', 'fiscal_period': 'Q2', 'fiscal_year': '2022', 'cik': '0001660134', 'sic': '7372', 'tickers': ['OKTA'], 'company_name': 'Okta, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001660134-21-000020', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001660134-21-000020/files/okta-20210731_htm.xml', 'financials': {'balance_sheet': {'noncurrent_assets': {'value': 6054937000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'fixed_assets': {'value': 61858000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'noncurrent_liabilities': {'value': 1977371000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'other_than_fixed_noncurrent_assets': {'value': 5993079000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}, 'equity_attributable_to_parent': {'value': 6042190000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'equity_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}, 'liabilities_and_equity': {'value': 8932095000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}, 'liabilities': {'value': 2889905000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'current_assets': {'value': 2877158000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'current_liabilities': {'value': 912534000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'equity': {'value': 6042190000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'assets': {'value': 8932095000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}}, 'income_statement': {'operating_expenses': {'value': 477834000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'net_income_loss': {'value': -276682000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -276682000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'operating_income_loss': {'value': -263440000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'net_income_loss_attributable_to_parent': {'value': -276682000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'interest_expense_operating': {'value': 22872000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'benefits_costs_expenses': {'value': 599644000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'income_loss_from_continuing_operations_after_tax': {'value': -276682000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}, 'gross_profit': {'value': 214394000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'revenues': {'value': 315500000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'diluted_earnings_per_share': {'value': -1.83, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'income_tax_expense_benefit': {'value': -7462000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'income_loss_from_continuing_operations_before_tax': {'value': -284144000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'basic_earnings_per_share': {'value': -1.83, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'costs_and_expenses': {'value': 599644000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'cost_of_revenue': {'value': 101106000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}}, 'cash_flow_statement': {'net_cash_flow': {'value': -433474000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'exchange_gains_losses': {'value': -454000, 'unit': 'USD', 'label': 'Exchange Gains/Losses', 'order': 1000}, 'net_cash_flow_from_investing_activities_continuing': {'value': -463466000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_from_financing_activities_continuing': {'value': 33054000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_financing_activities': {'value': 33054000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow_from_operating_activities_continuing': {'value': -2608000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow_continuing': {'value': -433020000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_investing_activities': {'value': -463466000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow_from_operating_activities': {'value': -2608000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}}, 'comprehensive_income': {'comprehensive_income_loss_attributable_to_parent': {'value': -277917000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'other_comprehensive_income_loss': {'value': -1235000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'comprehensive_income_loss': {'value': -277917000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}}}}], 'status': 'OK', 'request_id': 'bfe9d0473817b63749e9910fffb4fa68', 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MDAwMTY2MDEzNCUzQTIwMjIlM0FRMiZhcz0mbGltaXQ9MTAmcGVyaW9kX29mX3JlcG9ydF9kYXRlLmx0ZT0yMDIxLTA3LTMxJnNvcnQ9cGVyaW9kX29mX3JlcG9ydF9kYXRlJnRpY2tlcj1PS1RB'}\n",
-            "output_value": "                                 0  ...                  3\n0  Okta, Inc. Class A Common Stock  ...  7.312640133003229\n\n[1 rows x 4 columns]",
-            "cells_accessed": [[7, 12]],
-            "array_output": [
-              ["Okta, Inc. Class A Common Stock", "1858000000.0", "13586885367.119999", "7.312640133003229"]
-            ],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 12)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          },
-          "dependent_cells": [[7, 12]]
-        },
-        {
-          "x": 8,
-          "y": 13,
-          "type": "PYTHON",
-          "value": "Oracle Corp",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 13)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:55:01.055Z",
-          "python_output": "{'results': [{'financials': {'balance_sheet': {'noncurrent_assets': {'label': 'Noncurrent Assets', 'value': 76969000000.0, 'unit': 'USD', 'order': 300}, 'fixed_assets': {'label': 'Fixed Assets', 'value': 8609000000.0, 'unit': 'USD', 'order': 400}, 'current_liabilities': {'label': 'Current Liabilities', 'value': 20833000000.0, 'unit': 'USD', 'order': 700}, 'assets': {'label': 'Assets', 'value': 108644000000.0, 'unit': 'USD', 'order': 100}, 'noncurrent_liabilities': {'label': 'Noncurrent Liabilities', 'value': 96022000000.0, 'unit': 'USD', 'order': 800}, 'equity_attributable_to_noncontrolling_interest': {'label': 'Equity Attributable To Noncontrolling Interest', 'value': 485000000.0, 'unit': 'USD', 'order': 1500}, 'equity_attributable_to_parent': {'label': 'Equity Attributable To Parent', 'value': -8696000000.0, 'unit': 'USD', 'order': 1600}, 'commitments_and_contingencies': {'label': 'Commitments and Contingencies', 'value': 0, 'unit': 'USD', 'order': 900}, 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'comprehensive_income_loss': {'value': 4012000000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}, 'comprehensive_income_loss_attributable_to_parent': {'value': 4012000000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'other_comprehensive_income_loss_attributable_to_parent': {'value': -20000000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'order': 600}}, 'balance_sheet': {'noncurrent_assets': {'value': 75540000000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'equity': {'value': 5952000000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'equity_attributable_to_noncontrolling_interest': {'value': 714000000.0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}, 'assets': {'value': 131107000000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}, 'liabilities_and_equity': {'value': 131107000000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}, 'current_assets': {'value': 55567000000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'current_liabilities': {'value': 24164000000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'liabilities': {'value': 125155000000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'noncurrent_liabilities': {'value': 100991000000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'equity_attributable_to_parent': {'value': 5238000000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'commitments_and_contingencies': {'value': 0, 'unit': 'USD', 'label': 'Commitments and Contingencies', 'order': 900}, 'fixed_assets': {'value': 7049000000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'other_than_fixed_noncurrent_assets': {'value': 75540000000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}}, 'cash_flow_statement': {'net_cash_flow_from_investing_activities': {'value': -3911000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow_from_investing_activities_continuing': {'value': -3911000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_from_operating_activities_continuing': {'value': 4842000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow': {'value': 7729000000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_financing_activities_continuing': {'value': 6798000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_operating_activities': {'value': 4842000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}, 'net_cash_flow_continuing': {'value': 7729000000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_financing_activities': {'value': 6798000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}}}}], 'status': 'OK', 'request_id': '52a994a69007495ccbd91044d82e8da7', 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MDAwMTM0MTQzOSUzQTIwMjElM0FRNCZhcz0mbGltaXQ9MTAmcGVyaW9kX29mX3JlcG9ydF9kYXRlLmx0ZT0yMDIxLTA1LTMxJnNvcnQ9cGVyaW9kX29mX3JlcG9ydF9kYXRlJnRpY2tlcj1PUkNM'}\n",
-            "output_value": "             0              1                   2                   3\n0  Oracle Corp  78558000000.0  234774781919.99997  2.9885534499350794",
-            "cells_accessed": [[7, 13]],
-            "array_output": [["Oracle Corp", "78558000000.0", "234774781919.99997", "2.9885534499350794"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 13)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 14,
-          "type": "PYTHON",
-          "value": "DigitalOcean Holdings, Inc.",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 14)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:55:05.226Z",
-          "python_output": "{'results': [{'financials': {'comprehensive_income': {'comprehensive_income_loss': {'label': 'Comprehensive Income/Loss', 'value': -20049000.0, 'unit': 'USD', 'order': 100}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 200}, 'other_comprehensive_income_loss': {'label': 'Other Comprehensive Income/Loss', 'value': -20049000.0, 'unit': 'USD', 'order': 400}, 'comprehensive_income_loss_attributable_to_parent': {'label': 'Comprehensive Income/Loss Attributable To Parent', 'value': -20049000.0, 'unit': 'USD', 'order': 300}, 'other_comprehensive_income_loss_attributable_to_parent': {'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'value': -1926000.0, 'unit': 'USD', 'order': 600}}, 'income_statement': {'gross_profit': {'label': 'Gross Profit', 'value': 80570000.0, 'unit': 'USD', 'order': 800}, 'net_income_loss': {'label': 'Net Income/Loss', 'value': -18123000.0, 'unit': 'USD', 'order': 3200}, 'operating_expenses': {'label': 'Operating Expenses', 'value': 93709000.0, 'unit': 'USD', 'order': 1000}, 'net_income_loss_available_to_common_stockholders_basic': {'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'value': -18123000.0, 'unit': 'USD', 'order': 3700}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'value': 0, 'unit': 'USD', 'order': 3800}, 'diluted_earnings_per_share': {'label': 'Diluted Earnings Per Share', 'value': -0.17, 'unit': 'USD / shares', 'order': 4300}, 'nonoperating_income_loss': {'label': 'Nonoperating Income/Loss', 'value': -1646000.0, 'unit': 'USD', 'order': 900}, 'operating_income_loss': {'label': 'Operating Income/Loss', 'value': -13139000.0, 'unit': 'USD', 'order': 1100}, 'income_tax_expense_benefit': {'label': 'Income Tax Expense/Benefit', 'value': 3338000.0, 'unit': 'USD', 'order': 2200}, 'income_loss_from_continuing_operations_after_tax': {'label': 'Income/Loss From Continuing Operations After Tax', 'value': -18123000.0, 'unit': 'USD', 'order': 1400}, 'preferred_stock_dividends_and_other_adjustments': {'label': 'Preferred Stock Dividends And Other Adjustments', 'value': 0, 'unit': 'USD', 'order': 3900}, 'net_income_loss_attributable_to_noncontrolling_interest': {'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 3300}, 'costs_and_expenses': {'label': 'Costs And Expenses', 'value': 142112000.0, 'unit': 'USD', 'order': 600}, 'interest_expense_operating': {'label': 'Interest Expense, Operating', 'value': 2059000.0, 'unit': 'USD', 'order': 2700}, 'income_loss_from_continuing_operations_before_tax': {'label': 'Income/Loss From Continuing Operations Before Tax', 'value': -14785000.0, 'unit': 'USD', 'order': 1500}, 'benefits_costs_expenses': {'label': 'Benefits Costs and Expenses', 'value': 142112000.0, 'unit': 'USD', 'order': 200}, 'cost_of_revenue': {'label': 'Cost Of Revenue', 'value': 46757000.0, 'unit': 'USD', 'order': 300}, 'net_income_loss_attributable_to_parent': {'label': 'Net Income/Loss Attributable To Parent', 'value': -18123000.0, 'unit': 'USD', 'order': 3500}, 'basic_earnings_per_share': {'label': 'Basic Earnings Per Share', 'value': -0.17, 'unit': 'USD / shares', 'order': 4200}, 'revenues': {'label': 'Revenues', 'value': 127327000.0, 'unit': 'USD', 'order': 100}}, 'balance_sheet': {'current_liabilities': {'label': 'Current Liabilities', 'value': 62451000.0, 'unit': 'USD', 'order': 700}, 'liabilities_and_equity': {'label': 'Liabilities And Equity', 'value': 1956828000.0, 'unit': 'USD', 'order': 1900}, 'noncurrent_assets': {'label': 'Noncurrent Assets', 'value': 344924000.0, 'unit': 'USD', 'order': 300}, 'other_than_fixed_noncurrent_assets': {'label': 'Other Than Fixed Noncurrent Assets', 'value': 85539000.0, 'unit': 'USD', 'order': 500}, 'equity_attributable_to_noncontrolling_interest': {'label': 'Equity Attributable To Noncontrolling Interest', 'value': 0, 'unit': 'USD', 'order': 1500}, 'current_assets': {'label': 'Current Assets', 'value': 1611904000.0, 'unit': 'USD', 'order': 200}, 'equity': {'label': 'Equity', 'value': 427831000.0, 'unit': 'USD', 'order': 1400}, 'assets': {'label': 'Assets', 'value': 1956828000.0, 'unit': 'USD', 'order': 100}, 'noncurrent_liabilities': {'label': 'Noncurrent Liabilities', 'value': 1466546000.0, 'unit': 'USD', 'order': 800}, 'fixed_assets': {'label': 'Fixed Assets', 'value': 259385000.0, 'unit': 'USD', 'order': 400}, 'liabilities': {'label': 'Liabilities', 'value': 1528997000.0, 'unit': 'USD', 'order': 600}, 'equity_attributable_to_parent': {'label': 'Equity Attributable To Parent', 'value': 427831000.0, 'unit': 'USD', 'order': 1600}}, 'cash_flow_statement': {'net_cash_flow_from_operating_activities_continuing': {'label': 'Net Cash Flow From Operating Activities, Continuing', 'value': 30283000.0, 'unit': 'USD', 'order': 200}, 'net_cash_flow_from_investing_activities_continuing': {'label': 'Net Cash Flow From Investing Activities, Continuing', 'value': -1120955000.0, 'unit': 'USD', 'order': 500}, 'net_cash_flow_from_financing_activities_continuing': {'label': 'Net Cash Flow From Financing Activities, Continuing', 'value': -157879000.0, 'unit': 'USD', 'order': 800}, 'net_cash_flow_continuing': {'label': 'Net Cash Flow, Continuing', 'value': -1248551000.0, 'unit': 'USD', 'order': 1200}, 'net_cash_flow': {'label': 'Net Cash Flow', 'value': -1248551000.0, 'unit': 'USD', 'order': 1100}, 'net_cash_flow_from_operating_activities': {'label': 'Net Cash Flow From Operating Activities', 'value': 30283000.0, 'unit': 'USD', 'order': 100}, 'net_cash_flow_from_financing_activities': {'label': 'Net Cash Flow From Financing Activities', 'value': -157879000.0, 'unit': 'USD', 'order': 700}, 'net_cash_flow_from_investing_activities': {'label': 'Net Cash Flow From Investing Activities', 'value': -1120955000.0, 'unit': 'USD', 'order': 400}}}, 'start_date': '2022-01-01', 'end_date': '2022-03-31', 'filing_date': '2022-05-05', 'cik': '0001582961', 'company_name': 'DigitalOcean Holdings, Inc.', 'fiscal_period': 'Q1', 'fiscal_year': '2022', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001582961-22-000023', 'source_filing_file_url': 'https://api.polygon.io/v1/reference/sec/filings/0001582961-22-000023/files/docn-20220331_htm.xml'}], 'status': 'OK', 'request_id': '351a69b3005f88238e7b3ad7ba5a4412', 'count': 1, 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MjAyMjAzMzEmYXM9MDAwMTU4Mjk2MS0yMi0wMDAwMjMmZW50aXRpZXMuY29tcGFueV9kYXRhLnRpY2tlcj1ET0NOJmhhc194YnJsPXRydWUmbGltaXQ9MSZzb3J0PXBlcmlvZF9vZl9yZXBvcnRfZGF0ZSZ0eXBlPTEwLVE'}\n",
-          "array_cells": [
-            [8, 14],
-            [9, 14],
-            [10, 14],
-            [11, 14]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "{'results': [{'id': '0001582961:TTM', 'start_date': '2022-01-01', 'end_date': '2022-12-31', 'filing_date': '2023-02-22', 'timeframe': 'ttm', 'fiscal_period': 'TTM', 'fiscal_year': '2022', 'cik': '0001582961', 'sic': '7370', 'tickers': ['DOCN'], 'company_name': 'DigitalOcean Holdings, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001582961-23-000009', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001582961-23-000009/files/docn-20221231_htm.xml', 'financials': {'cash_flow_statement': {'net_cash_flow_from_investing_activities_continuing': {'value': -1148158000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'exchange_gains_losses': {'value': -249000, 'unit': 'USD', 'label': 'Exchange Gains/Losses', 'order': 1000}, 'net_cash_flow_from_operating_activities': {'value': 195152000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}, 'net_cash_flow': {'value': -1563618000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_financing_activities_continuing': {'value': -610363000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_operating_activities_continuing': {'value': 195152000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow_from_financing_activities': {'value': -610363000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow_continuing': {'value': -1563369000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_investing_activities': {'value': -1148158000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}}, 'comprehensive_income': {'comprehensive_income_loss_attributable_to_parent': {'value': -25957000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'other_comprehensive_income_loss': {'value': -25957000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'other_comprehensive_income_loss_attributable_to_parent': {'value': -1674000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'order': 600}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'comprehensive_income_loss': {'value': -25957000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}}, 'income_statement': {'benefits_costs_expenses': {'value': 600729000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'net_income_loss_attributable_to_parent': {'value': -24283000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -24283000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'basic_earnings_per_share': {'value': -0.24, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'net_income_loss': {'value': -24283000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'operating_expenses': {'value': 390614000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'income_tax_expense_benefit_deferred': {'value': -4383000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Deferred', 'order': 2400}, 'income_tax_expense_benefit': {'value': -124000, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'income_tax_expense_benefit_current': {'value': 4259000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Current', 'order': 2300}, 'income_loss_from_continuing_operations_after_tax': {'value': -24283000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}, 'income_loss_from_continuing_operations_before_tax': {'value': -24407000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'operating_income_loss': {'value': -26219000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'diluted_earnings_per_share': {'value': -0.24, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'costs_and_expenses': {'value': 600729000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'cost_of_revenue': {'value': 211927000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}, 'gross_profit': {'value': 364395000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'nonoperating_income_loss': {'value': 1812000.0, 'unit': 'USD', 'label': 'Nonoperating Income/Loss', 'order': 900}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'interest_expense_operating': {'value': 8396000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'revenues': {'value': 576322000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}}, 'balance_sheet': {'current_liabilities': {'value': 164270000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'noncurrent_liabilities': {'value': 1600548000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'temporary_equity': {'value': 0, 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'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'income_loss_from_continuing_operations_before_tax': {'value': -18201000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'income_tax_expense_benefit_deferred': {'value': 17000, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Deferred', 'order': 2400}, 'basic_earnings_per_share': {'value': -0.21, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'benefits_costs_expenses': {'value': 446762000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'interest_expense_operating': {'value': 3744000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'cost_of_revenue': {'value': 170595000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}}, 'balance_sheet': {'liabilities': {'value': 1522798000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'assets': {'value': 2100995000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}, 'noncurrent_liabilities': {'value': 1464559000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'equity': {'value': 578197000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'noncurrent_assets': {'value': 330939000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'temporary_equity_attributable_to_parent': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity Attributable To Parent', 'order': 1800}, 'liabilities_and_equity': {'value': 2100995000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}, 'current_liabilities': {'value': 58239000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'current_assets': {'value': 1770056000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'equity_attributable_to_parent': {'value': 578197000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'fixed_assets': {'value': 249643000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'temporary_equity': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity', 'order': 1700}, 'other_than_fixed_noncurrent_assets': {'value': 81296000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}, 'equity_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}}}}, {'id': '0001582961:2021:Q3', 'start_date': '2021-07-01', 'end_date': '2021-09-30', 'filing_date': '2021-11-05', 'timeframe': 'quarterly', 'fiscal_period': 'Q3', 'fiscal_year': '2021', 'cik': '0001582961', 'sic': '7370', 'tickers': ['DOCN'], 'company_name': 'DigitalOcean Holdings, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001582961-21-000027', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001582961-21-000027/files/docn-20210930_htm.xml', 'financials': {'balance_sheet': {'noncurrent_assets': {'value': 323042000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'equity_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}, 'temporary_equity_attributable_to_parent': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity Attributable To Parent', 'order': 1800}, 'liabilities_and_equity': {'value': 965825000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}, 'current_assets': {'value': 642783000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'temporary_equity': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity', 'order': 1700}, 'equity': {'value': 906433000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'liabilities': {'value': 59392000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'other_than_fixed_noncurrent_assets': {'value': 81959000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}, 'noncurrent_liabilities': {'value': 1815000.0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'fixed_assets': {'value': 241083000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'equity_attributable_to_parent': {'value': 906433000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'current_liabilities': {'value': 57577000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'assets': {'value': 965825000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}}, 'cash_flow_statement': {'net_cash_flow_continuing': {'value': 12532000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_investing_activities': {'value': -31536000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow_from_financing_activities': {'value': 3889000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow_from_operating_activities_continuing': {'value': 40179000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow': {'value': 12532000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_financing_activities_continuing': {'value': 3889000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_investing_activities_continuing': {'value': -31536000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_from_operating_activities': {'value': 40179000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}}, 'comprehensive_income': {'other_comprehensive_income_loss': {'value': -1925000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'other_comprehensive_income_loss_attributable_to_parent': {'value': -73000, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'order': 600}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'comprehensive_income_loss_attributable_to_parent': {'value': -1925000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'comprehensive_income_loss': {'value': -1925000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}}, 'income_statement': {'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'operating_income_loss': {'value': -1671000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'basic_earnings_per_share': {'value': -0.02, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'revenues': {'value': 111428000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'nonoperating_income_loss': {'value': -326000, 'unit': 'USD', 'label': 'Nonoperating Income/Loss', 'order': 900}, 'operating_expenses': {'value': 69593000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'benefits_costs_expenses': {'value': 113425000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'diluted_earnings_per_share': {'value': -0.02, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'net_income_loss': {'value': -1852000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'income_loss_from_continuing_operations_before_tax': {'value': -1997000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'gross_profit': {'value': 67922000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'interest_expense_operating': {'value': 186000, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'costs_and_expenses': {'value': 113425000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -1852000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'income_tax_expense_benefit': {'value': -145000, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'net_income_loss_attributable_to_parent': {'value': -1852000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'cost_of_revenue': {'value': 43506000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}, 'income_loss_from_continuing_operations_after_tax': {'value': -1852000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}}}}, {'id': '0001582961:2021:Q2', 'start_date': '2021-04-01', 'end_date': '2021-06-30', 'filing_date': '2021-08-06', 'timeframe': 'quarterly', 'fiscal_period': 'Q2', 'fiscal_year': '2021', 'cik': '0001582961', 'sic': '7370', 'tickers': ['DOCN'], 'company_name': 'DigitalOcean Holdings, Inc.', 'source_filing_url': 'https://api.polygon.io/v1/reference/sec/filings/0001582961-21-000020', 'source_filing_file_url': 'http://api.polygon.io/v1/reference/sec/filings/0001582961-21-000020/files/docn-20210630_htm.xml', 'financials': {'income_statement': {'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'operating_income_loss': {'value': -2630000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'operating_expenses': {'value': 63295000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'interest_expense_operating': {'value': 233000, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'income_loss_from_continuing_operations_before_tax': {'value': -2660000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'costs_and_expenses': {'value': 106470000.0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'gross_profit': {'value': 60665000.0, 'unit': 'USD', 'label': 'Gross Profit', 'order': 800}, 'revenues': {'value': 103810000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'basic_earnings_per_share': {'value': -0.02, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'cost_of_revenue': {'value': 43145000.0, 'unit': 'USD', 'label': 'Cost Of Revenue', 'order': 300}, 'income_tax_expense_benefit': {'value': -473000, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'benefits_costs_expenses': {'value': 106470000.0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'net_income_loss_attributable_to_parent': {'value': -2187000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'net_income_loss': {'value': -2187000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'net_income_loss_available_to_common_stockholders_basic': {'value': -2187000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'diluted_earnings_per_share': {'value': -0.02, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'nonoperating_income_loss': {'value': -30000, 'unit': 'USD', 'label': 'Nonoperating Income/Loss', 'order': 900}, 'income_loss_from_continuing_operations_after_tax': {'value': -2187000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}}, 'comprehensive_income': {'comprehensive_income_loss': {'value': -2227000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss', 'order': 100}, 'comprehensive_income_loss_attributable_to_parent': {'value': -2227000.0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Parent', 'order': 300}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Comprehensive Income/Loss Attributable To Noncontrolling Interest', 'order': 200}, 'other_comprehensive_income_loss': {'value': -2227000.0, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss', 'order': 400}, 'other_comprehensive_income_loss_attributable_to_parent': {'value': -40000, 'unit': 'USD', 'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'order': 600}}, 'cash_flow_statement': {'net_cash_flow_from_investing_activities_continuing': {'value': -25981000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_from_financing_activities': {'value': 2740000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities', 'order': 700}, 'net_cash_flow_from_financing_activities_continuing': {'value': 2740000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}, 'net_cash_flow_from_investing_activities': {'value': -25981000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow': {'value': 17165000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_operating_activities': {'value': 40406000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities', 'order': 100}, 'net_cash_flow_continuing': {'value': 17165000.0, 'unit': 'USD', 'label': 'Net Cash Flow, Continuing', 'order': 1200}, 'net_cash_flow_from_operating_activities_continuing': {'value': 40406000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}}, 'balance_sheet': {'noncurrent_liabilities': {'value': 0, 'unit': 'USD', 'label': 'Noncurrent Liabilities', 'order': 800}, 'current_assets': {'value': 629117000.0, 'unit': 'USD', 'label': 'Current Assets', 'order': 200}, 'temporary_equity': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity', 'order': 1700}, 'equity_attributable_to_parent': {'value': 858084000.0, 'unit': 'USD', 'label': 'Equity Attributable To Parent', 'order': 1600}, 'equity_attributable_to_noncontrolling_interest': {'value': 0, 'unit': 'USD', 'label': 'Equity Attributable To Noncontrolling Interest', 'order': 1500}, 'noncurrent_assets': {'value': 286313000.0, 'unit': 'USD', 'label': 'Noncurrent Assets', 'order': 300}, 'current_liabilities': {'value': 55387000.0, 'unit': 'USD', 'label': 'Current Liabilities', 'order': 700}, 'assets': {'value': 915430000.0, 'unit': 'USD', 'label': 'Assets', 'order': 100}, 'temporary_equity_attributable_to_parent': {'value': 0, 'unit': 'USD', 'label': 'Temporary Equity Attributable To Parent', 'order': 1800}, 'equity': {'value': 858084000.0, 'unit': 'USD', 'label': 'Equity', 'order': 1400}, 'liabilities': {'value': 57346000.0, 'unit': 'USD', 'label': 'Liabilities', 'order': 600}, 'fixed_assets': {'value': 243050000.0, 'unit': 'USD', 'label': 'Fixed Assets', 'order': 400}, 'other_than_fixed_noncurrent_assets': {'value': 43263000.0, 'unit': 'USD', 'label': 'Other Than Fixed Noncurrent Assets', 'order': 500}, 'liabilities_and_equity': {'value': 915430000.0, 'unit': 'USD', 'label': 'Liabilities And Equity', 'order': 1900}}}}], 'status': 'OK', 'request_id': '67c32eed13747758ec17b91c1ebcf716', 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MDAwMTU4Mjk2MSUzQTIwMjElM0FRMiZhcz0mbGltaXQ9MTAmcGVyaW9kX29mX3JlcG9ydF9kYXRlLmx0ZT0yMDIxLTA2LTMwJnNvcnQ9cGVyaW9kX29mX3JlcG9ydF9kYXRlJnRpY2tlcj1ET0NO'}\n",
-            "output_value": "                             0            1              2                  3\n0  DigitalOcean Holdings, Inc.  576322000.0  3365348452.44  5.839354479683233",
-            "cells_accessed": [[7, 14]],
-            "array_output": [["DigitalOcean Holdings, Inc.", "576322000.0", "3365348452.44", "5.839354479683233"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 14)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          }
-        },
-        {
-          "x": 8,
-          "y": 15,
-          "type": "PYTHON",
-          "value": "Oracle Corp",
-          "python_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 15)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-          "last_modified": "2023-03-21T19:55:08.809Z",
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'liabilities_and_equity': {'label': 'Liabilities And Equity', 'value': 108644000000.0, 'unit': 'USD', 'order': 1900}, 'noncurrent_assets': {'label': 'Noncurrent Assets', 'value': 76969000000.0, 'unit': 'USD', 'order': 300}, 'current_liabilities': {'label': 'Current Liabilities', 'value': 20833000000.0, 'unit': 'USD', 'order': 700}, 'assets': {'label': 'Assets', 'value': 108644000000.0, 'unit': 'USD', 'order': 100}, 'other_than_fixed_noncurrent_assets': {'label': 'Other Than Fixed Noncurrent Assets', 'value': 76969000000.0, 'unit': 'USD', 'order': 500}}, 'cash_flow_statement': {}, 'comprehensive_income': {'other_comprehensive_income_loss_attributable_to_parent': {'label': 'Other Comprehensive Income/Loss Attributable To Parent', 'value': -62000000.0, 'unit': 'USD', 'order': 600}, 'comprehensive_income_loss': {'label': 'Comprehensive Income/Loss', 'value': 2257000000.0, 'unit': 'USD', 'order': 100}, 'comprehensive_income_loss_attributable_to_noncontrolling_interest': {'label': 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'Net Cash Flow From Investing Activities', 'order': 400}, 'net_cash_flow_from_investing_activities_continuing': {'value': -3911000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Investing Activities, Continuing', 'order': 500}, 'net_cash_flow_from_operating_activities_continuing': {'value': 4842000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Operating Activities, Continuing', 'order': 200}, 'net_cash_flow': {'value': 7729000000.0, 'unit': 'USD', 'label': 'Net Cash Flow', 'order': 1100}, 'net_cash_flow_from_financing_activities_continuing': {'value': 6798000000.0, 'unit': 'USD', 'label': 'Net Cash Flow From Financing Activities, Continuing', 'order': 800}}, 'income_statement': {'net_income_loss_attributable_to_parent': {'value': 4032000000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Parent', 'order': 3500}, 'revenues': {'value': 40479000000.0, 'unit': 'USD', 'label': 'Revenues', 'order': 100}, 'basic_earnings_per_share': {'value': 1.4100000000000001, 'unit': 'USD / shares', 'label': 'Basic Earnings Per Share', 'order': 4200}, 'net_income_loss_available_to_common_stockholders_basic': {'value': 4032000000.0, 'unit': 'USD', 'label': 'Net Income/Loss Available To Common Stockholders, Basic', 'order': 3700}, 'net_income_loss_attributable_to_noncontrolling_interest': {'value': 180000000.0, 'unit': 'USD', 'label': 'Net Income/Loss Attributable To Noncontrolling Interest', 'order': 3300}, 'net_income_loss': {'value': 4212000000.0, 'unit': 'USD', 'label': 'Net Income/Loss', 'order': 3200}, 'benefits_costs_expenses': {'value': 0, 'unit': 'USD', 'label': 'Benefits Costs and Expenses', 'order': 200}, 'preferred_stock_dividends_and_other_adjustments': {'value': 0, 'unit': 'USD', 'label': 'Preferred Stock Dividends And Other Adjustments', 'order': 3900}, 'costs_and_expenses': {'value': 0, 'unit': 'USD', 'label': 'Costs And Expenses', 'order': 600}, 'income_loss_from_continuing_operations_before_tax': {'value': 40479000000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations Before Tax', 'order': 1500}, 'income_tax_expense_benefit': {'value': 124000000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit', 'order': 2200}, 'income_loss_from_continuing_operations_after_tax': {'value': 40479000000.0, 'unit': 'USD', 'label': 'Income/Loss From Continuing Operations After Tax', 'order': 1400}, 'operating_income_loss': {'value': 4541000000.0, 'unit': 'USD', 'label': 'Operating Income/Loss', 'order': 1100}, 'operating_expenses': {'value': 6686000000.0, 'unit': 'USD', 'label': 'Operating Expenses', 'order': 1000}, 'diluted_earnings_per_share': {'value': 1.3599999999999999, 'unit': 'USD / shares', 'label': 'Diluted Earnings Per Share', 'order': 4300}, 'interest_expense_operating': {'value': 697000000.0, 'unit': 'USD', 'label': 'Interest Expense, Operating', 'order': 2700}, 'participating_securities_distributed_and_undistributed_earnings_loss_basic': {'value': 0, 'unit': 'USD', 'label': 'Participating Securities, Distributed And Undistributed Earnings/Loss, Basic', 'order': 3800}, 'income_tax_expense_benefit_deferred': {'value': 50000000.0, 'unit': 'USD', 'label': 'Income Tax Expense/Benefit, Deferred', 'order': 2400}}}}], 'status': 'OK', 'request_id': '96b927a71f4c8e23055333ab63bdb375', 'next_url': 'https://api.polygon.io/vX/reference/financials?cursor=YXA9MDAwMTM0MTQzOSUzQTIwMjElM0FRNCZhcz0mbGltaXQ9MTAmcGVyaW9kX29mX3JlcG9ydF9kYXRlLmx0ZT0yMDIxLTA1LTMxJnNvcnQ9cGVyaW9kX29mX3JlcG9ydF9kYXRlJnRpY2tlcj1PUkNM'}\n",
-            "output_value": "             0              1                   2                   3\n0  Oracle Corp  78558000000.0  234774781919.99997  2.9885534499350794",
-            "cells_accessed": [[7, 15]],
-            "array_output": [["Oracle Corp", "78558000000.0", "234774781919.99997", "2.9885534499350794"]],
-            "formatted_code": "from pprint import pprint\nimport pandas as pd\nimport json\nimport js\n\nsymbol = c(7, 15)\n\nstock_financials = await js.fetch('https://api.polygon.io/vX/reference/financials?ticker={}&apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nstock_financials_json = json.loads(await stock_financials.text())\nprint(stock_financials_json)\nincome_statement = stock_financials_json[\"results\"][0][\"financials\"][\"income_statement\"]\nrevenue = income_statement[\"revenues\"][\"value\"]\n\n\nmarket_data = await js.fetch('https://api.polygon.io/v3/reference/tickers/{}?apiKey=_xBCl_0zcb9H1W25jJEK5pQaQTVLtemL'.format(symbol), {\n    \"method\": \"GET\",\n    \"headers\": {\"Content-Type\": \"application/json\"}\n})\nmarket_data_json = json.loads(await market_data.text())[\"results\"]\nmarket_cap = market_data_json[\"market_cap\"]\nname = market_data_json[\"name\"]\n\npd.DataFrame([[\n    name,\n    \"{:}\".format(revenue),\n    \"{:}\".format(market_cap),\n    \"{:}\".format(market_cap / revenue),\n]])\n",
-            "error_span": null
-          },
-          "dependent_cells": [[7, 15]]
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-        { "x": 9, "y": 4, "type": "TEXT", "value": "Revenue", "last_modified": "2023-02-17T00:48:19.048Z" },
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-        { "x": 10, "y": 4, "type": "TEXT", "value": "Market cap", "last_modified": "2023-02-17T00:48:24.560Z" },
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-          "last_modified": "2023-03-21T19:55:08.809Z"
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-        { "x": 11, "y": 4, "type": "TEXT", "value": "Multiple", "last_modified": "2023-02-17T00:48:28.058Z" },
-        {
-          "x": 11,
-          "y": 6,
-          "type": "COMPUTED",
-          "value": "23.41789949694182",
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-          "type": "COMPUTED",
-          "value": "2.9885534499350794",
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-        {
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-          "type": "COMPUTED",
-          "value": "2.9885534499350794",
-          "last_modified": "2023-03-21T19:55:08.809Z"
-        },
-        { "x": 13, "y": 2, "type": "TEXT", "value": "Analysis", "last_modified": "2022-05-11T16:48:26.882Z" },
-        { "x": 13, "y": 4, "type": "TEXT", "value": "Implied cap", "last_modified": "2022-05-14T15:37:51.315Z" },
-        {
-          "x": 13,
-          "y": 6,
-          "type": "PYTHON",
-          "value": "2154446753",
-          "python_code": "from decimal import Decimal\n\nresult = []\n\nfor i in range(0, 10):\n    val = c(11, 6 + i) / c(5, 6 + i) * Decimal((await c(4, 6 + i)).value)\n    result.append(int(val))\n\nresult",
-          "last_modified": "2023-03-21T19:57:13.349Z",
-          "python_output": "",
-          "array_cells": [
-            [13, 6],
-            [13, 7],
-            [13, 8],
-            [13, 9],
-            [13, 10],
-            [13, 11],
-            [13, 12],
-            [13, 13],
-            [13, 14],
-            [13, 15]
-          ],
-          "dependent_cells": [
-            [11, 6],
-            [5, 6],
-            [4, 6],
-            [11, 7],
-            [5, 7],
-            [4, 7],
-            [11, 8],
-            [5, 8],
-            [4, 8],
-            [11, 9],
-            [5, 9],
-            [4, 9],
-            [11, 10],
-            [5, 10],
-            [4, 10],
-            [11, 11],
-            [5, 11],
-            [4, 11],
-            [11, 12],
-            [5, 12],
-            [4, 12],
-            [11, 13],
-            [5, 13],
-            [4, 13],
-            [11, 14],
-            [5, 14],
-            [4, 14],
-            [11, 15],
-            [5, 15],
-            [4, 15]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "[2154446753, 482040547, 10279645060, 4356118705, 485149303, 92719430, 343694086, 448283017, 689043828, 328740879]",
-            "cells_accessed": [
-              [11, 6],
-              [5, 6],
-              [4, 6],
-              [11, 7],
-              [5, 7],
-              [4, 7],
-              [11, 8],
-              [5, 8],
-              [4, 8],
-              [11, 9],
-              [5, 9],
-              [4, 9],
-              [11, 10],
-              [5, 10],
-              [4, 10],
-              [11, 11],
-              [5, 11],
-              [4, 11],
-              [11, 12],
-              [5, 12],
-              [4, 12],
-              [11, 13],
-              [5, 13],
-              [4, 13],
-              [11, 14],
-              [5, 14],
-              [4, 14],
-              [11, 15],
-              [5, 15],
-              [4, 15]
-            ],
-            "array_output": [
-              2154446753, 482040547, 10279645060, 4356118705, 485149303, 92719430, 343694086, 448283017, 689043828,
-              328740879
-            ],
-            "formatted_code": "from decimal import Decimal\n\nresult = []\n\nfor i in range(0, 10):\n    val = c(11, 6 + i) / c(5, 6 + i) * Decimal((await c(4, 6 + i)).value)\n    result.append(int(val))\n\nresult\n",
-            "error_span": null
-          }
-        },
-        { "x": 13, "y": 7, "type": "COMPUTED", "value": "482040547", "last_modified": "2023-03-21T19:57:13.349Z" },
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-        { "x": 13, "y": 12, "type": "COMPUTED", "value": "343694086", "last_modified": "2023-03-21T19:57:13.349Z" },
-        { "x": 13, "y": 13, "type": "COMPUTED", "value": "448283017", "last_modified": "2023-03-21T19:57:13.349Z" },
-        { "x": 13, "y": 14, "type": "COMPUTED", "value": "689043828", "last_modified": "2023-03-21T19:57:13.349Z" },
-        { "x": 13, "y": 15, "type": "COMPUTED", "value": "328740879", "last_modified": "2023-03-21T19:57:13.349Z" },
-        { "x": 14, "y": 4, "type": "TEXT", "value": "Valuation", "last_modified": "2022-05-14T15:37:58.886Z" },
-        {
-          "x": 14,
-          "y": 6,
-          "type": "PYTHON",
-          "value": "1958590",
-          "python_code": "from decimal import Decimal\n\nresult = []\n\nfor i in range(0, 10):\n    val = c(15, 6 + i) * c(1, 6 + i)\n    result.append(int(val))\n\nresult",
-          "last_modified": "2023-03-21T19:57:26.989Z",
-          "python_output": "",
-          "array_cells": [
-            [14, 6],
-            [14, 7],
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-            [14, 10],
-            [14, 11],
-            [14, 12],
-            [14, 13],
-            [14, 14],
-            [14, 15]
-          ],
-          "evaluation_result": {
-            "success": true,
-            "std_out": "",
-            "output_value": "[1958590, 385632, 6221891, 64060575, 1905948, 138385, 2230077, 2241420, 2296815, 4551804]",
-            "cells_accessed": [
-              [15, 6],
-              [1, 6],
-              [15, 7],
-              [1, 7],
-              [15, 8],
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-              [15, 9],
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-            ],
-            "array_output": [1958590, 385632, 6221891, 64060575, 1905948, 138385, 2230077, 2241420, 2296815, 4551804],
-            "formatted_code": "from decimal import Decimal\n\nresult = []\n\nfor i in range(0, 10):\n    val = c(15, 6 + i) * c(1, 6 + i)\n    result.append(int(val))\n\nresult\n",
-            "error_span": null
-          },
-          "dependent_cells": [
-            [15, 6],
-            [1, 6]
-          ]
-        },
-        { "x": 14, "y": 7, "type": "COMPUTED", "value": "385632", "last_modified": "2023-03-21T19:57:26.989Z" },
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-        { "x": 15, "y": 4, "type": "TEXT", "value": "Return multiple", "last_modified": "2022-05-11T16:46:47.007Z" },
-        {
-          "x": 15,
-          "y": 6,
-          "type": "PYTHON",
-          "value": "0.195859",
-          "python_code": "result = []\n\nfor i in range(0, 10):\n    result.append(\n        \"{:,.6f}\".format(c(13, 6 + i) / c(4, 6 + i))\n    )\n\nresult",
-          "last_modified": "2023-03-21T19:57:26.793Z",
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-          "array_cells": [
-            [15, 6],
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-          "dependent_cells": [
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-            [13, 13],
-            [4, 13],
-            [13, 14],
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-            [4, 15]
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-        { "x": 13, "y": 16, "horizontal": {} },
-        { "x": 14, "y": 16, "horizontal": {} },
-        { "x": 16, "y": 15, "vertical": {} },
-        { "x": 15, "y": 16, "horizontal": {} },
-        { "x": 14, "y": 3, "horizontal": {} },
-        { "x": 15, "y": 3, "horizontal": {} },
-        { "x": 21, "y": 0, "vertical": {} },
-        { "x": 21, "y": 1, "vertical": {} },
-        { "x": 21, "y": 2, "vertical": {} },
-        { "x": 21, "y": 3, "vertical": {} },
-        { "x": 21, "y": 4, "vertical": {} },
-        { "x": 21, "y": 5, "vertical": {} },
-        { "x": 21, "y": 6, "vertical": {} },
-        { "x": 21, "y": 7, "vertical": {} },
-        { "x": 21, "y": 8, "vertical": {} },
-        { "x": 21, "y": 9, "vertical": {} },
-        { "x": 21, "y": 10, "vertical": {} },
-        { "x": 21, "y": 11, "vertical": {} },
-        { "x": 21, "y": 12, "vertical": {} },
-        { "x": 21, "y": 13, "vertical": {} },
-        { "x": 21, "y": 14, "vertical": {} },
-        { "x": 21, "y": 15, "vertical": {} },
-        { "x": 21, "y": 16, "vertical": {} },
-        { "x": 21, "y": 17, "vertical": {} },
-        { "x": 21, "y": 18, "vertical": {} },
-        { "x": 21, "y": 19, "vertical": {} },
-        { "x": 19, "y": 0, "horizontal": {} },
-        { "x": 19, "y": 1, "horizontal": {} },
-        { "x": 17, "y": 2, "vertical": {}, "horizontal": {} },
-        { "x": 18, "y": 2, "horizontal": {} },
-        { "x": 20, "y": 2, "vertical": {} },
-        { "x": 19, "y": 2, "horizontal": {} },
-        { "x": 17, "y": 3, "horizontal": {}, "vertical": {} },
-        { "x": 20, "y": 3, "vertical": {} },
-        { "x": 17, "y": 4, "vertical": {} },
-        { "x": 20, "y": 4, "vertical": {} },
-        { "x": 17, "y": 5, "vertical": {} },
-        { "x": 20, "y": 5, "vertical": {} },
-        { "x": 17, "y": 6, "vertical": {} },
-        { "x": 20, "y": 6, "vertical": {} },
-        { "x": 17, "y": 7, "vertical": {} },
-        { "x": 20, "y": 7, "vertical": {} },
-        { "x": 17, "y": 8, "vertical": {} },
-        { "x": 20, "y": 8, "vertical": {} },
-        { "x": 17, "y": 9, "vertical": {} },
-        { "x": 20, "y": 9, "vertical": {} },
-        { "x": 17, "y": 10, "vertical": {} },
-        { "x": 20, "y": 10, "vertical": {} },
-        { "x": 17, "y": 11, "vertical": {} },
-        { "x": 20, "y": 11, "vertical": {} },
-        { "x": 17, "y": 12, "vertical": {} },
-        { "x": 20, "y": 12, "vertical": {} },
-        { "x": 17, "y": 13, "vertical": {} },
-        { "x": 20, "y": 13, "vertical": {} },
-        { "x": 17, "y": 14, "vertical": {} },
-        { "x": 20, "y": 14, "vertical": {} },
-        { "x": 17, "y": 15, "vertical": {} },
-        { "x": 17, "y": 16, "horizontal": {} },
-        { "x": 18, "y": 16, "horizontal": {} },
-        { "x": 20, "y": 15, "vertical": {} },
-        { "x": 19, "y": 16, "horizontal": {} },
-        { "x": 18, "y": 3, "horizontal": {} },
-        { "x": 19, "y": 3, "horizontal": {} },
-        { "x": 1, "y": 18, "horizontal": {} },
-        { "x": 2, "y": 18, "horizontal": {} },
-        { "x": 3, "y": 18, "horizontal": {} },
-        { "x": 4, "y": 18, "horizontal": {} },
-        { "x": 5, "y": 18, "horizontal": {} },
-        { "x": 6, "y": 18, "horizontal": {} },
-        { "x": 7, "y": 18, "horizontal": {} },
-        { "x": 8, "y": 18, "horizontal": {} },
-        { "x": 9, "y": 18, "horizontal": {} },
-        { "x": 10, "y": 18, "horizontal": {} },
-        { "x": 11, "y": 18, "horizontal": {} },
-        { "x": 12, "y": 18, "horizontal": {} },
-        { "x": 13, "y": 18, "horizontal": {} },
-        { "x": 14, "y": 18, "horizontal": {} },
-        { "x": 15, "y": 18, "horizontal": {} },
-        { "x": 16, "y": 18, "horizontal": {} },
-        { "x": 17, "y": 18, "horizontal": {} },
-        { "x": 18, "y": 18, "horizontal": {} },
-        { "x": 19, "y": 18, "horizontal": {} },
-        { "x": 20, "y": 18, "horizontal": {} },
-        { "x": 13, "y": 20, "horizontal": {} },
-        { "x": 14, "y": 20, "horizontal": {} },
-        { "x": 15, "y": 20, "horizontal": {} },
-        { "x": 16, "y": 20, "horizontal": {} },
-        { "x": 17, "y": 20, "horizontal": {} },
-        { "x": 18, "y": 20, "horizontal": {} },
-        { "x": 19, "y": 20, "horizontal": {} },
-        { "x": 20, "y": 20, "horizontal": {} },
-        { "x": 12, "y": 20, "horizontal": {} },
-        { "x": 11, "y": 20, "horizontal": {} },
-        { "x": 10, "y": 20, "horizontal": {} },
-        { "x": 9, "y": 20, "horizontal": {} },
-        { "x": 8, "y": 20, "horizontal": {} },
-        { "x": 7, "y": 20, "horizontal": {} },
-        { "x": 6, "y": 20, "horizontal": {} },
-        { "x": 5, "y": 20, "horizontal": {} },
-        { "x": 4, "y": 20, "horizontal": {} },
-        { "x": 3, "y": 20, "horizontal": {} },
-        { "x": 2, "y": 20, "horizontal": {} },
-        { "x": 1, "y": 20, "horizontal": {} },
-        { "x": 0, "y": 20, "horizontal": {} }
-      ]
-    }
-  ],
-  "cell_dependency": "{\"5,6\":[[4,6],[4,6],[4,6],[4,7],[4,7],[4,7],[4,8],[4,8],[4,8],[4,9],[4,9],[4,9],[4,10],[4,10],[4,10],[4,11],[4,11],[4,11],[4,12],[4,12],[4,12],[4,13],[4,13],[4,13],[4,14],[4,14],[4,14],[4,15],[4,15],[4,15],[3,15],[3,15],[3,15],[3,13],[3,13],[3,13],[3,10],[3,10],[3,10],[3,7],[3,7],[3,7],[3,14],[3,14],[3,14],[3,8],[3,8],[3,8],[3,9],[3,9],[3,9],[3,11],[3,11],[3,11],[3,6],[3,6],[3,6],[3,12],[3,12],[3,12]],\"19,8\":[[4,6],[4,7],[4,8],[4,9],[4,10],[4,11],[4,12],[4,13],[4,14],[4,15]],\"4,18\":[[4,6],[4,7],[4,8],[4,9],[4,10],[4,11],[4,12],[4,13],[4,14],[4,15]],\"13,6\":[[4,6],[4,7],[4,8],[4,9],[4,10],[4,11],[4,12],[4,13],[4,14],[4,15],[5,6],[5,7],[5,8],[5,9],[5,10],[5,11],[5,12],[5,13],[5,14],[5,15],[11,9],[11,7],[11,10],[11,8],[11,6],[11,11],[11,12],[11,15],[11,14],[11,13]],\"15,6\":[[4,6],[4,7],[4,8],[4,9],[4,10],[4,11],[4,12],[4,13],[4,14],[4,15],[13,12],[13,13],[13,7],[13,14],[13,15],[13,8],[13,9],[13,10],[13,6],[13,11]],\"19,9\":[[5,6],[5,7],[5,8],[5,9],[5,10],[5,11],[5,12],[5,13],[5,14],[5,15]],\"5,18\":[[5,6],[5,7],[5,8],[5,9],[5,10],[5,11],[5,12],[5,13],[5,14],[5,15]],\"19,11\":[[14,6],[14,7],[14,8],[14,9],[14,10],[14,11],[14,12],[14,13],[14,14],[14,15]],\"14,18\":[[14,6],[14,7],[14,8],[14,9],[14,10],[14,11],[14,12],[14,13],[14,14],[14,15]],\"19,12\":[[15,6],[15,7],[15,8],[15,9],[15,10],[15,11],[15,12],[15,13],[15,14],[15,15]],\"15,18\":[[15,6],[15,7],[15,8],[15,9],[15,10],[15,11],[15,12],[15,13],[15,14],[15,15]],\"14,6\":[[15,6],[15,7],[15,7],[15,7],[15,7],[15,7],[15,7],[15,8],[15,8],[15,8],[15,8],[15,8],[15,8],[15,9],[15,9],[15,9],[15,9],[15,9],[15,9],[15,10],[15,10],[15,10],[15,10],[15,10],[15,10],[15,11],[15,11],[15,11],[15,11],[15,11],[15,11],[15,12],[15,12],[15,12],[15,12],[15,12],[15,12],[15,13],[15,13],[15,13],[15,13],[15,13],[15,13],[15,14],[15,14],[15,14],[15,14],[15,14],[15,14],[15,15],[15,15],[15,15],[15,15],[15,15],[15,15],[1,7],[1,7],[1,7],[1,7],[1,7],[1,7],[1,12],[1,12],[1,12],[1,12],[1,12],[1,12],[1,15],[1,15],[1,15],[1,15],[1,15],[1,15],[1,9],[1,9],[1,9],[1,9],[1,9],[1,9],[1,8],[1,8],[1,8],[1,8],[1,8],[1,8],[1,10],[1,10],[1,10],[1,10],[1,10],[1,10],[1,13],[1,13],[1,13],[1,13],[1,13],[1,13],[1,14],[1,14],[1,14],[1,14],[1,14],[1,14],[1,6],[1,11],[1,11],[1,11],[1,11],[1,11],[1,11]],\"1,18\":[[1,7],[1,12],[1,15],[1,9],[1,8],[1,10],[1,13],[1,14],[1,6],[1,11]],\"3,18\":[[3,15],[3,13],[3,10],[3,7],[3,14],[3,8],[3,9],[3,11],[3,6],[3,12]],\"8,6\":[[7,6],[7,6],[7,6],[7,6]],\"8,7\":[[7,7],[7,7],[7,7]],\"8,8\":[[7,8],[7,8]],\"8,9\":[[7,9],[7,9]],\"8,13\":[[7,13],[7,13]],\"8,14\":[[7,14],[7,14]],\"14,22\":[[13,12],[13,13],[13,7],[13,14],[13,15],[13,8],[13,9],[13,10],[13,6],[13,11]],\"13,18\":[[13,12],[13,13],[13,7],[13,14],[13,15],[13,8],[13,9],[13,10],[13,6],[13,11]],\"11,18\":[[11,9],[11,7],[11,10],[11,8],[11,6],[11,11],[11,12],[11,15],[11,14],[11,13]],\"19,5\":[[1,18]],\"8,15\":[[7,15]],\"8,10\":[[7,10]],\"8,11\":[[7,11]],\"8,12\":[[7,12]],\"19,14\":[[15,18]]}",
-  "version": "1.4"
-}
diff --git a/quadratic-core/src/bin/export_types.rs b/quadratic-core/src/bin/export_types.rs
index 49970a727f..d83a0a5e9d 100644
--- a/quadratic-core/src/bin/export_types.rs
+++ b/quadratic-core/src/bin/export_types.rs
@@ -29,18 +29,12 @@ fn main() {
         formulas::CellRef,
         formulas::CellRefCoord,
         grid::GridBounds,
-        // grid::CodeCellValue,
-        // grid::CodeCellRunOutput,
-        // grid::CodeCellRunResult,
         grid::CellAlign,
         grid::CellWrap,
         grid::NumericFormat,
         grid::NumericFormatKind,
         grid::BoolSummary,
         grid::SheetId,
-        grid::RowId,
-        grid::ColumnId,
-        grid::CellRef,
         grid::js_types::JsRenderCell,
         grid::js_types::JsRenderFill,
         grid::js_types::FormattingSummary,
diff --git a/quadratic-core/src/computation/eval_formula.rs b/quadratic-core/src/computation/eval_formula.rs
deleted file mode 100644
index 933e4dedaa..0000000000
--- a/quadratic-core/src/computation/eval_formula.rs
+++ /dev/null
@@ -1,92 +0,0 @@
-use crate::{
-    controller::{update_code_cell_value::update_code_cell_value, GridController},
-    formulas::{parse_formula, Ctx},
-    grid::{
-        CellRef, CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult, CodeCellValue, SheetId,
-    },
-    Pos, SheetPos,
-};
-
-use super::TransactionInProgress;
-
-impl TransactionInProgress {
-    pub(super) fn eval_formula(
-        &mut self,
-        grid_controller: &mut GridController,
-        code_string: String,
-        language: CodeCellLanguage,
-        pos: Pos,
-        cell_ref: CellRef,
-        sheet_id: SheetId,
-    ) {
-        let mut ctx = Ctx::new(
-            grid_controller.grid(),
-            SheetPos {
-                sheet_id,
-                x: pos.x,
-                y: pos.y,
-            },
-        );
-        match parse_formula(&code_string, pos) {
-            Ok(parsed) => {
-                match parsed.eval(&mut ctx) {
-                    Ok(value) => {
-                        self.cells_accessed = ctx
-                            .cells_accessed
-                            .iter()
-                            .map(|sheet_pos| {
-                                let sheet = grid_controller
-                                    .grid_mut()
-                                    .sheet_mut_from_id(sheet_pos.sheet_id);
-                                let pos = (*sheet_pos).into();
-                                sheet.get_or_create_cell_ref(pos)
-                            })
-                            .collect();
-
-                        let updated_code_cell_value = CodeCellValue {
-                            language,
-                            code_string,
-                            formatted_code_string: None,
-                            output: Some(CodeCellRunOutput {
-                                std_out: None,
-                                std_err: None,
-                                result: CodeCellRunResult::Ok {
-                                    output_value: value,
-                                    cells_accessed: self.cells_accessed.clone(),
-                                },
-                                spill: false,
-                            }),
-                            // todo
-                            last_modified: String::new(),
-                        };
-                        if update_code_cell_value(
-                            grid_controller,
-                            cell_ref,
-                            Some(updated_code_cell_value),
-                            &mut self.cells_to_compute,
-                            &mut self.reverse_operations,
-                            &mut self.summary,
-                        ) {
-                            // clears cells_accessed
-                            self.cells_accessed.clear();
-                        }
-                    }
-                    Err(error) => {
-                        let msg = error.msg.to_string();
-                        let line_number = error.span.map(|span| span.start as i64);
-                        self.code_cell_sheet_error(
-                            grid_controller,
-                            msg,
-                            // todo: span should be multiline
-                            line_number,
-                        );
-                    }
-                }
-            }
-            Err(e) => {
-                let msg = e.to_string();
-                self.code_cell_sheet_error(grid_controller, msg, None);
-            }
-        }
-    }
-}
diff --git a/quadratic-core/src/computation/mod.rs b/quadratic-core/src/computation/mod.rs
deleted file mode 100644
index 54af284558..0000000000
--- a/quadratic-core/src/computation/mod.rs
+++ /dev/null
@@ -1,36 +0,0 @@
-pub mod eval_formula;
-pub mod get_cells;
-pub mod transaction_in_progress;
-use std::collections::HashSet;
-
-use indexmap::IndexSet;
-
-use crate::grid::{CellRef, CodeCellLanguage, CodeCellValue, RegionRef, SheetId};
-
-use crate::controller::{
-    operation::Operation, transaction_summary::TransactionSummary, transactions::TransactionType,
-};
-
-// only one InProgressTransaction can exist at a time (or no Transaction)
-
-#[derive(Debug, Default, Clone)]
-pub struct TransactionInProgress {
-    reverse_operations: Vec<Operation>,
-    cells_updated: IndexSet<RegionRef>,
-    cells_to_compute: IndexSet<CellRef>,
-    pub cursor: Option<String>,
-    cells_accessed: Vec<CellRef>,
-    pub summary: TransactionSummary,
-    sheets_with_changed_bounds: HashSet<SheetId>,
-    pub transaction_type: TransactionType,
-
-    // tracks whether there are any async calls (which changes how the transaction is finalized)
-    pub has_async: bool,
-
-    // save code_cell info for async calls
-    current_code_cell: Option<CodeCellValue>,
-    pub current_cell_ref: Option<CellRef>,
-    waiting_for_async: Option<CodeCellLanguage>,
-    // true when transaction completes
-    pub complete: bool,
-}
diff --git a/quadratic-core/src/controller.rs b/quadratic-core/src/controller.rs
index 6577db51e0..1f12d339c1 100644
--- a/quadratic-core/src/controller.rs
+++ b/quadratic-core/src/controller.rs
@@ -1,20 +1,23 @@
+use std::collections::HashSet;
+
+use indexmap::IndexSet;
 #[cfg(feature = "js")]
 use wasm_bindgen::prelude::*;
 
-use crate::{computation::TransactionInProgress, grid::Grid};
+use crate::{
+    grid::{CodeCellLanguage, Grid, SheetId},
+    SheetPos, SheetRect,
+};
 
-use self::transactions::Transaction;
+use self::{
+    execution::TransactionType, operations::operation::Operation,
+    transaction_summary::TransactionSummary,
+};
 
-pub mod auto_complete;
-pub mod borders;
-pub mod cells;
-pub mod clipboard;
 pub mod dependencies;
+pub mod execution;
 pub mod export;
-pub mod formatting;
 pub mod formula;
-pub mod import;
-pub mod operation;
 pub mod operations;
 pub mod sheet_offsets;
 pub mod sheets;
@@ -22,16 +25,51 @@ pub mod spills;
 pub mod thumbnail;
 pub mod transaction_summary;
 pub mod transaction_types;
-pub mod transactions;
 pub mod update_code_cell_value;
+pub mod user_actions;
+
+#[derive(Debug, Default, Clone, PartialEq)]
+pub struct Transaction {
+    operations: Vec<Operation>,
+    cursor: Option<String>,
+}
 
-#[derive(Debug, Default, Clone)]
+#[derive(Debug, Default, Clone, PartialEq)]
 #[cfg_attr(feature = "js", wasm_bindgen)]
 pub struct GridController {
     grid: Grid,
-    transaction_in_progress: Option<TransactionInProgress>,
     undo_stack: Vec<Transaction>,
     redo_stack: Vec<Transaction>,
+
+    // transaction in progress information
+    transaction_in_progress: bool,
+    cursor: Option<String>,
+    transaction_type: TransactionType,
+
+    // queue of cells to compute
+    cells_to_compute: IndexSet<SheetPos>,
+
+    // track changes
+    cells_updated: IndexSet<SheetRect>,
+    cells_accessed: HashSet<SheetPos>,
+    summary: TransactionSummary,
+    sheets_with_changed_bounds: HashSet<SheetId>,
+
+    // tracks whether there are any async calls (which changes how the transaction is finalized)
+    has_async: bool,
+
+    // save code_cell info for async calls
+    current_sheet_pos: Option<SheetPos>,
+    waiting_for_async: Option<CodeCellLanguage>,
+
+    // true when transaction completes
+    complete: bool,
+
+    // undo operations
+    reverse_operations: Vec<Operation>,
+
+    // operations for multiplayer
+    forward_operations: Vec<Operation>,
 }
 
 impl GridController {
@@ -41,9 +79,7 @@ impl GridController {
     pub fn from_grid(grid: Grid) -> Self {
         GridController {
             grid,
-            transaction_in_progress: None,
-            undo_stack: vec![],
-            redo_stack: vec![],
+            ..Default::default()
         }
     }
     pub fn grid(&self) -> &Grid {
@@ -53,10 +89,3 @@ impl GridController {
         &mut self.grid
     }
 }
-
-#[cfg(test)]
-impl GridController {
-    pub fn get_transaction_in_progress(&self) -> Option<&TransactionInProgress> {
-        self.transaction_in_progress.as_ref()
-    }
-}
diff --git a/quadratic-core/src/controller/cells.rs b/quadratic-core/src/controller/cells.rs
deleted file mode 100644
index c8ec4be049..0000000000
--- a/quadratic-core/src/controller/cells.rs
+++ /dev/null
@@ -1,390 +0,0 @@
-use std::str::FromStr;
-
-use bigdecimal::BigDecimal;
-
-use crate::{
-    grid::{
-        generate_borders, BorderSelection, CodeCellLanguage, CodeCellValue, NumericDecimals,
-        NumericFormat, NumericFormatKind, RegionRef, SheetId,
-    },
-    util::date_string,
-    Array, CellValue, Pos, Rect, RunLengthEncoding,
-};
-
-use super::{
-    formatting::CellFmtArray, operation::Operation, transaction_summary::TransactionSummary,
-    transactions::TransactionType, GridController,
-};
-
-impl GridController {
-    pub fn populate_with_random_floats(&mut self, sheet_id: SheetId, region: &Rect) {
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-        sheet.with_random_floats(region);
-    }
-
-    /// sets the value based on a user's input and converts input to proper NumericFormat
-    pub fn set_cell_value(
-        &mut self,
-        sheet_id: SheetId,
-        pos: Pos,
-        value: String,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-        let cell_ref = sheet.get_or_create_cell_ref(pos);
-        let mut ops = vec![];
-
-        let cell_value = self.string_to_cell_value(sheet_id, pos, value.as_str(), &mut ops);
-
-        ops.push(Operation::SetCellValues {
-            region: RegionRef::from(cell_ref),
-            values: Array::from(cell_value),
-        });
-
-        self.set_in_progress_transaction(ops, cursor, true, TransactionType::Normal)
-    }
-
-    pub fn string_to_cell_value(
-        &mut self,
-        sheet_id: SheetId,
-        pos: Pos,
-        value: &str,
-        formatting_ops: &mut Vec<Operation>,
-    ) -> CellValue {
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-        let cell_ref = sheet.get_or_create_cell_ref(pos);
-        let region = RegionRef::from(cell_ref);
-
-        // strip whitespace
-        let value = value.trim();
-
-        if value.is_empty() {
-            CellValue::Blank
-        } else if let Some((currency, number)) = CellValue::unpack_currency(value) {
-            let numeric_format = NumericFormat {
-                kind: NumericFormatKind::Currency,
-                symbol: Some(currency),
-            };
-            formatting_ops.push(Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
-                    Some(numeric_format),
-                    1,
-                )),
-            });
-            // only change decimal places if decimals have not been set
-            if sheet.get_formatting_value::<NumericDecimals>(pos).is_none() {
-                formatting_ops.push(Operation::SetCellFormats {
-                    region,
-                    attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(Some(2), 1)),
-                });
-            }
-            CellValue::Number(number)
-        } else if let Ok(bd) = BigDecimal::from_str(value) {
-            CellValue::Number(bd)
-        } else if let Some(percent) = CellValue::unpack_percentage(value) {
-            let numeric_format = NumericFormat {
-                kind: NumericFormatKind::Percentage,
-                symbol: None,
-            };
-            formatting_ops.push(Operation::SetCellFormats {
-                region,
-                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
-                    Some(numeric_format),
-                    1,
-                )),
-            });
-
-            CellValue::Number(percent)
-        } else {
-            CellValue::Text(value.into())
-        }
-    }
-
-    pub fn set_cell_code(
-        &mut self,
-        sheet_id: SheetId,
-        pos: Pos,
-        language: CodeCellLanguage,
-        code_string: String,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-        let cell_ref = sheet.get_or_create_cell_ref(pos);
-        let mut ops = vec![];
-
-        // remove any values that were originally over the code cell
-        if sheet.get_cell_value_only(pos).is_some() {
-            ops.push(Operation::SetCellValues {
-                region: RegionRef::from(cell_ref),
-                values: Array::from(CellValue::Blank),
-            });
-        }
-
-        ops.push(Operation::SetCellCode {
-            cell_ref,
-            code_cell_value: Some(CodeCellValue {
-                language,
-                code_string,
-                formatted_code_string: None,
-                output: None,
-                last_modified: date_string(),
-            }),
-        });
-        self.set_in_progress_transaction(ops, cursor, true, TransactionType::Normal)
-    }
-
-    /// Generates and returns the set of operations to deleted the values and code in a given region
-    /// Does not commit the operations or create a transaction.
-    pub fn delete_cells_rect_operations(
-        &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
-    ) -> Vec<Operation> {
-        let region = self.existing_region(sheet_id, rect);
-        let mut ops = vec![];
-        if let Some(size) = region.size() {
-            let values = Array::new_empty(size);
-            ops.push(Operation::SetCellValues {
-                region: region.clone(),
-                values,
-            });
-
-            let sheet = self.grid.sheet_from_id(sheet_id);
-
-            // collect all the code cells in the region
-            for cell_ref in sheet.code_cells.keys() {
-                if region.contains(cell_ref) {
-                    ops.push(Operation::SetCellCode {
-                        cell_ref: *cell_ref,
-                        code_cell_value: None,
-                    });
-                }
-            }
-        };
-        ops
-    }
-
-    /// Deletes the cell values and code in a given region.
-    /// Creates and runs a transaction, also updates dependent cells.
-    /// Returns a [`TransactionSummary`].
-    pub fn delete_cells_rect(
-        &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let ops = self.delete_cells_rect_operations(sheet_id, rect);
-        self.set_in_progress_transaction(ops, cursor, true, TransactionType::Normal)
-    }
-
-    pub fn clear_formatting_operations(&mut self, sheet_id: SheetId, rect: Rect) -> Vec<Operation> {
-        let region = self.existing_region(sheet_id, rect);
-        match region.size() {
-            Some(_) => {
-                let len = region.size().unwrap().len();
-                let mut ops = vec![
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::Align(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::Wrap(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::Bold(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::Italic(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::TextColor(RunLengthEncoding::repeat(None, len)),
-                    },
-                    Operation::SetCellFormats {
-                        region: region.clone(),
-                        attr: CellFmtArray::FillColor(RunLengthEncoding::repeat(None, len)),
-                    },
-                ];
-
-                // clear borders
-                let sheet = self.grid.sheet_from_id(sheet_id);
-                let borders = generate_borders(sheet, &region, vec![BorderSelection::Clear], None);
-                ops.push(Operation::SetBorders {
-                    region: region.clone(),
-                    borders,
-                });
-                ops
-            }
-            None => vec![],
-        }
-    }
-
-    pub fn clear_formatting(
-        &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let ops = self.clear_formatting_operations(sheet_id, rect);
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
-    }
-
-    pub fn delete_values_and_formatting(
-        &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let mut ops = self.delete_cells_rect_operations(sheet_id, rect);
-        ops.extend(self.clear_formatting_operations(sheet_id, rect));
-        self.set_in_progress_transaction(ops, cursor, true, TransactionType::Normal)
-    }
-
-    /// Returns a region of the spreadsheet, assigning IDs to columns and rows
-    /// as needed.
-    pub fn region(&mut self, sheet_id: SheetId, rect: Rect) -> RegionRef {
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-        sheet.region(rect)
-    }
-    /// Returns a region of the spreadsheet, ignoring columns and rows which
-    /// have no contents and no IDs.
-    pub fn existing_region(&self, sheet_id: SheetId, rect: Rect) -> RegionRef {
-        let sheet = self.grid.sheet_from_id(sheet_id);
-        sheet.existing_region(rect)
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use crate::{
-        controller::{transaction_summary::CellSheetsModified, GridController},
-        grid::{NumericDecimals, NumericFormat},
-        CellValue, Pos,
-    };
-    use std::{collections::HashSet, str::FromStr};
-
-    use bigdecimal::BigDecimal;
-
-    #[test]
-    fn test_set_cell_value_undo_redo() {
-        let mut g = GridController::new();
-        let sheet_id = g.grid.sheets()[0].id;
-        let pos = Pos { x: 3, y: 6 };
-        let get_the_cell =
-            |g: &GridController| g.sheet(sheet_id).get_cell_value(pos).unwrap_or_default();
-        let mut cell_sheets_modified = HashSet::new();
-        cell_sheets_modified.insert(CellSheetsModified::new(sheet_id, pos));
-        assert_eq!(get_the_cell(&g), CellValue::Blank);
-        g.set_cell_value(sheet_id, pos, String::from("a"), None);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
-        g.set_cell_value(sheet_id, pos, String::from("b"), None);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
-        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
-        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
-        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
-        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Blank);
-        assert_eq!(g.undo(None).cell_sheets_modified, HashSet::default());
-        assert_eq!(get_the_cell(&g), CellValue::Blank);
-        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
-        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
-        assert_eq!(g.redo(None).cell_sheets_modified, HashSet::default());
-        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
-    }
-
-    #[test]
-    fn test_unpack_currency() {
-        let value = String::from("$123.123");
-        assert_eq!(
-            CellValue::unpack_currency(&value),
-            Some((String::from("$"), BigDecimal::from_str("123.123").unwrap()))
-        );
-
-        let value = String::from("test");
-        assert_eq!(CellValue::unpack_currency(&value), None);
-
-        let value = String::from("$123$123");
-        assert_eq!(CellValue::unpack_currency(&value), None);
-
-        let value = String::from("$123.123abc");
-        assert_eq!(CellValue::unpack_currency(&value), None);
-    }
-
-    #[test]
-    fn test_set_cell_value() {
-        let mut gc = GridController::new();
-        let sheet_id = gc.grid.sheets()[0].id;
-        let pos = Pos { x: 0, y: 0 };
-        let get_cell_value =
-            |g: &GridController| g.sheet(sheet_id).get_cell_value(pos).unwrap_or_default();
-        let get_cell_numeric_format =
-            |g: &GridController| g.sheet(sheet_id).get_formatting_value::<NumericFormat>(pos);
-        let get_cell_numeric_decimals = |g: &GridController| {
-            g.sheet(sheet_id)
-                .get_formatting_value::<NumericDecimals>(pos)
-        };
-
-        // empty string converts to blank cell value
-        gc.set_cell_value(sheet_id, pos, " ".into(), None);
-        assert_eq!(get_cell_value(&gc), CellValue::Blank);
-
-        // currency
-        gc.set_cell_value(sheet_id, pos, "$1.22".into(), None);
-        assert_eq!(
-            get_cell_value(&gc),
-            CellValue::Number(BigDecimal::from_str("1.22").unwrap())
-        );
-        assert_eq!(
-            get_cell_numeric_format(&gc),
-            Some(NumericFormat {
-                kind: crate::grid::NumericFormatKind::Currency,
-                symbol: Some("$".into())
-            })
-        );
-        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
-
-        // number
-        gc.set_cell_value(sheet_id, pos, "1.22".into(), None);
-        assert_eq!(
-            get_cell_value(&gc),
-            CellValue::Number(BigDecimal::from_str("1.22").unwrap())
-        );
-        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
-
-        // percentage
-        gc.set_cell_value(sheet_id, pos, "10.55%".into(), None);
-        assert_eq!(
-            get_cell_value(&gc),
-            CellValue::Number(BigDecimal::from_str(".1055").unwrap())
-        );
-        assert_eq!(
-            get_cell_numeric_format(&gc),
-            Some(NumericFormat {
-                kind: crate::grid::NumericFormatKind::Percentage,
-                symbol: None
-            })
-        );
-        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
-
-        // array
-        gc.set_cell_value(sheet_id, pos, "[1,2,3]".into(), None);
-        assert_eq!(get_cell_value(&gc), CellValue::Text("[1,2,3]".into()));
-    }
-}
diff --git a/quadratic-core/src/controller/dependencies.rs b/quadratic-core/src/controller/dependencies.rs
index 28dd0f742f..5776097e57 100644
--- a/quadratic-core/src/controller/dependencies.rs
+++ b/quadratic-core/src/controller/dependencies.rs
@@ -2,21 +2,21 @@ use std::{self};
 
 use std::collections::HashSet;
 
-use crate::grid::{CellRef, RegionRef};
+use crate::{SheetPos, SheetRect};
 
 use super::GridController;
 
 impl GridController {
-    pub fn get_dependent_cells(&self, cell: CellRef) -> Option<HashSet<CellRef>> {
+    pub fn get_dependent_cells(&self, cell: SheetPos) -> Option<HashSet<SheetPos>> {
         let mut dependent_cells = HashSet::new();
 
         self.grid.sheets().iter().for_each(|sheet| {
-            sheet.code_cells.iter().for_each(|(cell_ref, code_cell)| {
+            sheet.code_cells.iter().for_each(|(pos, code_cell)| {
                 if let Some(output) = code_cell.output.as_ref() {
                     if let Some(cells_accessed) = output.cells_accessed() {
                         cells_accessed.iter().for_each(|cell_accessed| {
                             if *cell_accessed == cell {
-                                dependent_cells.insert(*cell_ref);
+                                dependent_cells.insert(pos.to_sheet_pos(sheet.id));
                             }
                         });
                     }
@@ -31,16 +31,19 @@ impl GridController {
         Some(dependent_cells)
     }
 
-    pub fn get_dependent_cells_for_region(&self, region: RegionRef) -> Option<HashSet<CellRef>> {
+    pub fn get_dependent_cells_for_sheet_rect(
+        &self,
+        sheet_rect: &SheetRect,
+    ) -> Option<HashSet<SheetPos>> {
         let mut dependent_cells = HashSet::new();
 
         self.grid.sheets().iter().for_each(|sheet| {
-            sheet.code_cells.iter().for_each(|(cell_ref, code_cell)| {
+            sheet.code_cells.iter().for_each(|(pos, code_cell)| {
                 if let Some(output) = code_cell.output.as_ref() {
                     if let Some(cells_accessed) = output.cells_accessed() {
                         cells_accessed.iter().for_each(|cell_accessed| {
-                            if region.contains(cell_accessed) {
-                                dependent_cells.insert(*cell_ref);
+                            if sheet_rect.contains(*cell_accessed) {
+                                dependent_cells.insert(pos.to_sheet_pos(sheet.id));
                             }
                         });
                     }
@@ -58,10 +61,12 @@ impl GridController {
 
 #[cfg(test)]
 mod test {
+    use std::collections::HashSet;
+
     use crate::{
         controller::GridController,
         grid::{CodeCellRunOutput, CodeCellValue},
-        CellValue, Pos, Value,
+        CellValue, Pos, SheetPos, Value,
     };
 
     #[test]
@@ -70,13 +75,21 @@ mod test {
         let cdc = gc.grid_mut();
         let sheet_id = cdc.sheet_ids()[0];
         let sheet = cdc.sheet_mut_from_id(sheet_id);
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(1.into()));
-        sheet.set_cell_value(Pos { x: 0, y: 1 }, CellValue::Number(2.into()));
-        let mut cells_accessed = vec![];
-        let cell_ref00 = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
-        let cell_ref01 = sheet.get_or_create_cell_ref(Pos { x: 0, y: 1 });
-        cells_accessed.push(cell_ref00);
-        cells_accessed.push(cell_ref01);
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(1.into()));
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 1 }, CellValue::Number(2.into()));
+        let mut cells_accessed = HashSet::new();
+        let sheet_pos_00 = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
+        let sheet_pos_01 = SheetPos {
+            x: 0,
+            y: 1,
+            sheet_id,
+        };
+        cells_accessed.insert(sheet_pos_00);
+        cells_accessed.insert(sheet_pos_01);
         sheet.set_code_cell_value(
             Pos { x: 0, y: 2 },
             Some(CodeCellValue {
@@ -95,17 +108,21 @@ mod test {
                 }),
             }),
         );
-        let cell_ref02 = sheet.get_or_create_cell_ref(Pos { x: 0, y: 2 });
+        let sheet_pos_02 = SheetPos {
+            x: 0,
+            y: 2,
+            sheet_id,
+        };
 
-        assert_eq!(gc.get_dependent_cells(cell_ref00).unwrap().len(), 1);
+        assert_eq!(gc.get_dependent_cells(sheet_pos_00).unwrap().len(), 1);
         assert_eq!(
-            gc.get_dependent_cells(cell_ref00).unwrap().iter().next(),
-            Some(&cell_ref02)
+            gc.get_dependent_cells(sheet_pos_00).unwrap().iter().next(),
+            Some(&sheet_pos_02)
         );
         assert_eq!(
-            gc.get_dependent_cells(cell_ref01).unwrap().iter().next(),
-            Some(&cell_ref02)
+            gc.get_dependent_cells(sheet_pos_01).unwrap().iter().next(),
+            Some(&sheet_pos_02)
         );
-        assert_eq!(gc.get_dependent_cells(cell_ref02), None);
+        assert_eq!(gc.get_dependent_cells(sheet_pos_02), None);
     }
 }
diff --git a/quadratic-core/src/computation/transaction_in_progress.rs b/quadratic-core/src/controller/execution/compute.rs
similarity index 51%
rename from quadratic-core/src/computation/transaction_in_progress.rs
rename to quadratic-core/src/controller/execution/compute.rs
index 4a818b9ce5..69a6040340 100644
--- a/quadratic-core/src/computation/transaction_in_progress.rs
+++ b/quadratic-core/src/controller/execution/compute.rs
@@ -1,205 +1,105 @@
-use std::collections::HashSet;
-
-use indexmap::IndexSet;
 use wasm_bindgen::JsValue;
 
 use crate::{
-    controller::update_code_cell_value::update_code_cell_value,
-    grid::{CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult},
+    controller::{transaction_types::JsCodeResult, GridController},
+    grid::{CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult, CodeCellValue},
     util::date_string,
-    Error, ErrorMsg, Span,
-};
-
-use crate::controller::{
-    operation::Operation,
-    transaction_summary::TransactionSummary,
-    transaction_types::JsCodeResult,
-    transactions::{Transaction, TransactionType},
-    GridController,
+    Array, CellValue, Error, ErrorMsg, SheetPos, Span, Value,
 };
 
-use super::TransactionInProgress;
-
-impl TransactionInProgress {
-    /// Creates and runs a new Transaction
-    ///
-    /// Description
-    /// * `compute` triggers the computation cycle
-    pub fn start_transaction(
-        grid_controller: &mut GridController,
-        operations: Vec<Operation>,
-        cursor: Option<String>,
-        compute: bool,
-        transaction_type: TransactionType,
-    ) -> Self {
-        let mut transaction = Self {
-            reverse_operations: vec![],
-            summary: TransactionSummary::default(),
-            cursor,
-            transaction_type,
-            cells_updated: IndexSet::new(),
-            cells_to_compute: IndexSet::new(),
-            cells_accessed: vec![],
-            sheets_with_changed_bounds: HashSet::new(),
-
-            has_async: false,
-
-            current_code_cell: None,
-            current_cell_ref: None,
-            waiting_for_async: None,
-
-            complete: false,
-        };
-
-        // apply operations
-        transaction.transact(grid_controller, operations, compute);
-
-        // crate::util::dbgjs(&format!(
-        //     "[CellsToCompute len] {}",
-        //     transaction.cells_to_compute.len()
-        // ));
-
-        // run computations
-        if compute {
-            transaction.loop_compute(grid_controller);
-        } else {
-            transaction.complete = true;
+impl GridController {
+    /// checks the next cell in the cells_to_compute and computes it
+    /// returns true if an async call is made or the compute cycle is completed
+    pub(super) fn compute(&mut self) {
+        while let Some(sheet_rect) = self.cells_updated.shift_remove_index(0) {
+            #[cfg(feature = "show-operations")]
+            crate::util::dbgjs(format!("[Computing Cells] Checking: {:?}", sheet_rect));
+            if let Some(dependent_cells) = self.get_dependent_cells_for_sheet_rect(&sheet_rect) {
+                self.cells_to_compute.extend(dependent_cells);
+            }
         }
 
-        transaction
-    }
+        if let Some(sheet_pos) = self.cells_to_compute.shift_remove_index(0) {
+            // todo: this would be a good place to check for cycles
+            // add all dependent cells to the cells_to_compute
+            if let Some(dependent_cells) = self.get_dependent_cells(sheet_pos) {
+                #[cfg(feature = "show-operations")]
+                dependent_cells.iter().for_each(|sheet_pos| {
+                    crate::util::dbgjs(format!("[Adding Dependent Cell] {:?}", sheet_pos));
+                });
 
-    // loop compute cycle until complete or an async call is made
-    pub fn loop_compute(&mut self, grid_controller: &mut GridController) {
-        loop {
-            self.compute(grid_controller);
-            if self.waiting_for_async.is_some() {
-                break;
-            }
-            if self.cells_to_compute.is_empty() {
-                self.complete = true;
-                self.summary.save = true;
-                if self.has_async {
-                    grid_controller.finalize_transaction(self);
-                }
-                break;
+                self.cells_to_compute.extend(dependent_cells);
             }
-        }
-    }
 
-    /// Clear the `cells_to_compute` attribute
-    pub fn clear_cells_to_compute(&mut self) {
-        self.cells_to_compute.clear();
-    }
-
-    /// recalculate bounds for changed sheets
-    pub fn updated_bounds(&mut self, grid_controller: &mut GridController) {
-        self.sheets_with_changed_bounds.iter().for_each(|sheet_id| {
-            let sheet = grid_controller.grid_mut().sheet_mut_from_id(*sheet_id);
-            sheet.recalculate_bounds();
-        });
-    }
+            // whether to save the current code_cell_ref to the GridController
+            let mut current_code_cell = false;
 
-    /// returns the TransactionSummary
-    pub fn transaction_summary(&mut self) -> TransactionSummary {
-        let summary = self.summary.clone();
-        self.summary.clear();
-        summary
-    }
+            let sheet = self.grid().sheet_from_id(sheet_pos.sheet_id);
+            // find which cells have code. Run the code and update the cells.
+            // add the updated cells to the cells_to_compute
 
-    /// executes a set of operations
-    fn transact(
-        &mut self,
-        grid_controller: &mut GridController,
-        operations: Vec<Operation>,
-        compute: bool,
-    ) {
-        for op in operations.iter() {
-            if cfg!(feature = "show-operations") {
-                crate::util::dbgjs(&format!("[Operation] {:?}", op.to_string()));
+            if let Some(code_cell) = sheet.get_code_cell(sheet_pos.into()) {
+                current_code_cell = true;
+                let code_string = code_cell.code_string.clone();
+                let language = code_cell.language;
+                match language {
+                    CodeCellLanguage::Python => {
+                        // python is run async so we exit the compute cycle and wait for TS to restart the transaction
+                        if !cfg!(test) {
+                            let result = crate::wasm_bindings::js::runPython(code_string);
+
+                            // run python will return false if python is not loaded (this can be generalized if we need to return a different error)
+                            if result == JsValue::FALSE {
+                                self.code_cell_sheet_error(
+                                    "Python interpreter not yet loaded (please run again)"
+                                        .to_string(),
+                                    None,
+                                );
+                                return;
+                            }
+                        }
+                        self.waiting_for_async = Some(language);
+                        self.has_async = true;
+                    }
+                    CodeCellLanguage::Formula => {
+                        self.eval_formula(code_string.clone(), language, sheet_pos);
+                    }
+                    _ => {
+                        crate::util::dbgjs(format!(
+                            "Compute language {} not supported in compute.rs",
+                            language
+                        ));
+                    }
+                }
+            }
+            if current_code_cell {
+                self.current_sheet_pos = Some(sheet_pos);
             }
-
-            let reverse_operation = grid_controller.execute_operation(
-                op.clone(),
-                &mut self.cells_updated,
-                &mut self.cells_to_compute,
-                &mut self.summary,
-                &mut self.sheets_with_changed_bounds,
-                compute,
-            );
-            self.reverse_operations.extend(reverse_operation);
         }
     }
 
-    pub(super) fn code_cell_sheet_error(
-        &mut self,
-        grid_controller: &mut GridController,
-        error_msg: String,
-        line_number: Option<i64>,
-    ) {
-        let cell_ref = if let Some(cell_ref) = self.current_cell_ref {
-            cell_ref
-        } else {
-            // this should only happen after an internal logic error
-            crate::util::dbgjs(
-                "Expected current_sheet_pos to be defined in transaction::code_cell_error",
-            );
-            return;
-        };
-        let mut updated_code_cell_value =
-            if let Some(code_cell_value) = self.current_code_cell.clone() {
-                code_cell_value
-            } else {
-                // this should only happen after an internal logic error
-                crate::util::dbgjs(
-                    "Expected current_code_cell to be defined in transaction::code_cell_error",
-                );
-                return;
-            };
-        updated_code_cell_value.last_modified = date_string();
-        let msg = ErrorMsg::PythonError(error_msg.clone().into());
-        let span = line_number.map(|line_number| Span {
-            start: line_number as u32,
-            end: line_number as u32,
-        });
-        let error = Error { span, msg };
-        let result = CodeCellRunResult::Err { error };
-        updated_code_cell_value.output = Some(CodeCellRunOutput {
-            std_out: None,
-            std_err: Some(error_msg),
-            result,
-            spill: false,
-        });
-        update_code_cell_value(
-            grid_controller,
-            cell_ref,
-            Some(updated_code_cell_value),
-            &mut self.cells_to_compute,
-            &mut self.reverse_operations,
-            &mut self.summary,
-        );
-        self.summary.code_cells_modified.insert(cell_ref.sheet);
-        self.waiting_for_async = None;
-    }
-
     /// continues the calculate cycle after an async call
-    pub fn calculation_complete(
-        &mut self,
-        grid_controller: &mut GridController,
-        result: JsCodeResult,
-    ) {
+    pub fn after_calculation_async(&mut self, result: JsCodeResult) {
+        assert!(
+            self.transaction_in_progress,
+            "Expected transaction_in_progress in after_calculation_async"
+        );
         if self.complete {
             panic!("Transaction is already complete");
         }
-        let (language, code_string) =
-            if let Some(old_code_cell_value) = self.current_code_cell.clone() {
-                (
-                    old_code_cell_value.language,
-                    old_code_cell_value.code_string,
-                )
-            } else {
-                panic!("Expected current_code_cell to be defined in transaction::complete");
-            };
+
+        let old_code_cell_value = self.current_sheet_pos.and_then(|code_cell_sheet_pos| {
+            self.grid()
+                .sheet_from_id(code_cell_sheet_pos.sheet_id)
+                .get_code_cell(code_cell_sheet_pos.into())
+                .cloned()
+        });
+        assert!(
+            old_code_cell_value.is_some(),
+            "Expected old_code_cell_value to be defined"
+        );
+        let old_code_cell_value = old_code_cell_value.unwrap();
+
         match self.waiting_for_async {
             None => {
                 // this should only occur after an internal logic error
@@ -209,29 +109,22 @@ impl TransactionInProgress {
             Some(waiting_for_async) => {
                 match waiting_for_async {
                     CodeCellLanguage::Python => {
-                        let cell_ref = if let Some(sheet_pos) = self.current_cell_ref {
+                        let sheet_pos = if let Some(sheet_pos) = self.current_sheet_pos {
                             sheet_pos
                         } else {
                             panic!(
                                 "Expected current_sheet_pos to be defined in transaction::complete"
                             );
                         };
-                        let sheet = grid_controller.grid_mut().sheet_mut_from_id(cell_ref.sheet);
-                        let updated_code_cell_value = result.into_code_cell_value(
-                            sheet,
-                            cell_ref,
-                            language,
-                            code_string,
-                            &self.cells_accessed,
-                            &mut self.reverse_operations,
+                        let updated_code_cell_value = self.js_code_result_to_code_cell_value(
+                            result,
+                            sheet_pos,
+                            old_code_cell_value.language,
+                            old_code_cell_value.code_string,
                         );
-                        if update_code_cell_value(
-                            grid_controller,
-                            cell_ref,
-                            Some(updated_code_cell_value),
-                            &mut self.cells_to_compute,
-                            &mut self.reverse_operations,
-                            &mut self.summary,
+                        if self.update_code_cell_value(
+                            sheet_pos,
+                            Some(updated_code_cell_value.clone()),
                         ) {
                             // clear cells_accessed
                             self.cells_accessed.clear();
@@ -245,106 +138,109 @@ impl TransactionInProgress {
             }
         }
         // continue the compute loop after a successful async call
-        self.loop_compute(grid_controller);
+        self.loop_compute();
     }
 
-    /// checks the next cell in the cells_to_compute and computes it
-    /// returns true if an async call is made or the compute cycle is completed
-    fn compute(&mut self, grid_controller: &mut GridController) {
-        while let Some(region) = self.cells_updated.shift_remove_index(0) {
-            if let Some(dependent_cells) = grid_controller.get_dependent_cells_for_region(region) {
-                self.cells_to_compute.extend(dependent_cells);
+    pub(super) fn code_cell_sheet_error(&mut self, error_msg: String, line_number: Option<i64>) {
+        let sheet_pos = if let Some(sheet_pos) = self.current_sheet_pos {
+            sheet_pos
+        } else {
+            // this should only happen after an internal logic error
+            crate::util::dbgjs(
+                "Expected current_sheet_pos to be defined in transaction::code_cell_error",
+            );
+            return;
+        };
+        let update_code_cell_value = self.current_sheet_pos.and_then(|code_cell_sheet_pos| {
+            self.grid()
+                .sheet_from_id(code_cell_sheet_pos.sheet_id)
+                .get_code_cell(code_cell_sheet_pos.into())
+                .cloned()
+        });
+        match update_code_cell_value {
+            None => {
+                // this should only happen after an internal logic error
+                crate::util::dbgjs(
+                    "Expected current_code_cell to be defined in transaction::code_cell_error",
+                );
             }
-        }
-
-        if let Some(cell_ref) = self.cells_to_compute.shift_remove_index(0) {
-            // todo: this would be a good place to check for cycles
-            // add all dependent cells to the cells_to_compute
-            if let Some(dependent_cells) = grid_controller.get_dependent_cells(cell_ref) {
-                #[cfg(feature = "show-operations")]
-                dependent_cells.iter().for_each(|cell_ref| {
-                    let sheet = grid_controller.sheet(cell_ref.sheet);
-                    if let Some(pos) = sheet.cell_ref_to_pos(*cell_ref) {
-                        crate::util::dbgjs(format!("[Adding Dependent Cell] {:?}", pos));
-                    }
+            Some(update_code_cell_value) => {
+                let mut code_cell_value = update_code_cell_value.clone();
+                code_cell_value.last_modified = date_string();
+                let msg = ErrorMsg::PythonError(error_msg.clone().into());
+                let span = line_number.map(|line_number| Span {
+                    start: line_number as u32,
+                    end: line_number as u32,
                 });
-
-                self.cells_to_compute.extend(dependent_cells);
-            }
-
-            let sheet = grid_controller.grid().sheet_from_id(cell_ref.sheet);
-            if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                // find which cells have code. Run the code and update the cells.
-                // add the updated cells to the cells_to_compute
-
-                if let Some(code_cell) = sheet.get_code_cell(pos) {
-                    #[cfg(feature = "show-operations")]
-                    crate::util::dbgjs(format!(
-                        "[Compute] {:?} ({} remaining)",
-                        pos,
-                        self.cells_to_compute.len()
-                    ));
-                    self.current_cell_ref = Some(cell_ref);
-                    self.current_code_cell = Some(code_cell.clone());
-                    let code_string = code_cell.code_string.clone();
-                    let language = code_cell.language;
-                    match language {
-                        CodeCellLanguage::Python => {
-                            // python is run async so we exit the compute cycle and wait for TS to restart the transaction
-                            if !cfg!(test) {
-                                let result = crate::wasm_bindings::js::runPython(code_string);
-
-                                // run python will return false if python is not loaded (this can be generalized if we need to return a different error)
-                                if result == JsValue::FALSE {
-                                    self.code_cell_sheet_error(
-                                        grid_controller,
-                                        "Python interpreter not yet loaded (please run again)"
-                                            .to_string(),
-                                        None,
-                                    );
-                                    return;
-                                }
-                            }
-                            self.waiting_for_async = Some(language);
-                            self.has_async = true;
-                        }
-                        CodeCellLanguage::Formula => {
-                            self.eval_formula(
-                                grid_controller,
-                                code_string.clone(),
-                                language,
-                                pos,
-                                cell_ref,
-                                sheet.id,
-                            );
-                        }
-                        _ => {
-                            crate::util::dbgjs(format!(
-                                "Compute language {} not supported in compute.rs",
-                                language
-                            ));
-                        }
-                    }
-                }
+                let error = Error { span, msg };
+                let result = CodeCellRunResult::Err { error };
+                code_cell_value.output = Some(CodeCellRunOutput {
+                    std_out: None,
+                    std_err: Some(error_msg),
+                    result,
+                    spill: false,
+                });
+                self.update_code_cell_value(sheet_pos, Some(code_cell_value));
+                self.summary.code_cells_modified.insert(sheet_pos.sheet_id);
+                self.waiting_for_async = None;
             }
         }
     }
-}
-
-impl From<&TransactionInProgress> for Transaction {
-    fn from(val: &TransactionInProgress) -> Self {
-        Transaction {
-            ops: val.reverse_operations.clone().into_iter().rev().collect(),
-            cursor: val.cursor.clone(),
-        }
-    }
-}
 
-impl From<Transaction> for TransactionInProgress {
-    fn from(val: Transaction) -> Self {
-        TransactionInProgress {
-            cursor: val.cursor,
-            ..Default::default()
+    // Returns a CodeCellValue from a JsCodeResult.
+    // This requires access to GridController to update the grid and create operations.
+    pub(super) fn js_code_result_to_code_cell_value(
+        &mut self,
+        js_code_result: JsCodeResult,
+        start: SheetPos,
+        language: CodeCellLanguage,
+        code_string: String,
+    ) -> CodeCellValue {
+        let sheet = self.grid_mut().sheet_mut_from_id(start.sheet_id);
+        let result = if js_code_result.success() {
+            CodeCellRunResult::Ok {
+                output_value: if let Some(array_output) = js_code_result.array_output() {
+                    let (array, ops) = Array::from_string_list(start.into(), sheet, array_output);
+                    self.reverse_operations.extend(ops);
+                    if let Some(array) = array {
+                        Value::Array(array)
+                    } else {
+                        Value::Single("".into())
+                    }
+                } else if let Some(output_value) = js_code_result.output_value() {
+                    let (cell_value, ops) =
+                        CellValue::from_string(&output_value, start.into(), sheet);
+                    self.reverse_operations.extend(ops);
+                    Value::Single(cell_value)
+                } else {
+                    unreachable!()
+                },
+                cells_accessed: self.cells_accessed.clone().into_iter().collect(),
+            }
+        } else {
+            let error_msg = js_code_result
+                .error_msg()
+                .unwrap_or_else(|| "Unknown Python Error".into());
+            let msg = ErrorMsg::PythonError(error_msg.into());
+            let span = js_code_result.line_number().map(|line_number| Span {
+                start: line_number,
+                end: line_number,
+            });
+            CodeCellRunResult::Err {
+                error: Error { span, msg },
+            }
+        };
+        CodeCellValue {
+            language,
+            code_string,
+            formatted_code_string: js_code_result.formatted_code().clone(),
+            output: Some(CodeCellRunOutput {
+                std_out: js_code_result.input_python_std_out(),
+                std_err: js_code_result.error_msg(),
+                result,
+                spill: false,
+            }),
+            last_modified: date_string(),
         }
     }
 }
@@ -357,13 +253,13 @@ mod test {
 
     use crate::{
         controller::{
-            operation::Operation,
+            execution::TransactionType,
+            operations::operation::Operation,
             transaction_types::{CellForArray, JsCodeResult, JsComputeGetCells},
-            transactions::TransactionType,
             GridController,
         },
-        grid::{CodeCellLanguage, CodeCellValue},
-        CellValue, Pos,
+        grid::{CodeCellLanguage, CodeCellRunOutput, CodeCellValue},
+        Array, ArraySize, CellValue, Pos, SheetPos, Value,
     };
 
     fn setup_python(
@@ -372,16 +268,19 @@ mod test {
         cell_value: CellValue,
     ) -> GridController {
         let mut gc = gc.unwrap_or_default();
-        let sheet_ids = gc.sheet_ids();
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet_id = gc.sheet_ids()[0];
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
         let cell_value_pos = Pos { x: 0, y: 0 };
-        let code_cell_pos = Pos { x: 1, y: 0 };
+        let code_cell_pos = SheetPos {
+            x: 1,
+            y: 0,
+            sheet_id,
+        };
         sheet.set_cell_value(cell_value_pos, cell_value.clone());
-        let cell_ref = sheet.get_or_create_cell_ref(code_cell_pos);
 
         gc.set_in_progress_transaction(
             vec![Operation::SetCellCode {
-                cell_ref,
+                sheet_pos: code_cell_pos,
                 code_cell_value: Some(CodeCellValue {
                     language: CodeCellLanguage::Python,
                     code_string: code_string.clone(),
@@ -392,20 +291,19 @@ mod test {
             }],
             None,
             true,
-            crate::controller::transactions::TransactionType::Normal,
+            TransactionType::User,
         );
 
         // code should be at (1, 0)
         let code_cell = gc
-            .js_get_code_string(sheet_ids[0].to_string(), &code_cell_pos.clone())
+            .js_get_code_string(sheet_id.to_string(), &code_cell_pos.into())
             .unwrap();
         assert_eq!(code_cell.code_string(), code_string);
         assert_eq!(code_cell.language(), CodeCellLanguage::Python);
 
         // pending transaction
-        let transaction = gc.get_transaction_in_progress().unwrap();
-        assert!(!transaction.complete);
-        assert_eq!(transaction.cells_to_compute.len(), 0);
+        assert!(!gc.complete);
+        assert_eq!(gc.cells_to_compute.len(), 0);
 
         // pull out the code cell
         let cells_for_array = gc.calculation_get_cells(JsComputeGetCells::new(
@@ -568,6 +466,7 @@ mod test {
         let code_string = "asdf".to_string();
         let error = "NameError on line 1: name 'asdf' is not defined".to_string();
         let cell_value = CellValue::Blank;
+
         let mut gc = setup_python(Some(gc), code_string.clone(), cell_value);
         let sheet_id = gc.sheet_ids()[0];
 
@@ -601,14 +500,18 @@ mod test {
     #[test]
     fn test_execute_operation_set_cell_values_formula() {
         let mut gc = GridController::new();
-        let sheet_ids = gc.sheet_ids();
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet_id = gc.sheet_ids()[0];
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
 
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(BigDecimal::from(10)));
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 1, y: 0 });
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(BigDecimal::from(10)));
+        let sheet_pos = SheetPos {
+            x: 1,
+            y: 0,
+            sheet_id,
+        };
         gc.set_in_progress_transaction(
             vec![Operation::SetCellCode {
-                cell_ref,
+                sheet_pos,
                 code_cell_value: Some(CodeCellValue {
                     language: CodeCellLanguage::Formula,
                     code_string: "A0 + 1".to_string(),
@@ -619,11 +522,11 @@ mod test {
             }],
             None,
             true,
-            crate::controller::transactions::TransactionType::Normal,
+            TransactionType::User,
         );
-        assert!(gc.get_transaction_in_progress().is_none());
+        assert!(!gc.transaction_in_progress);
 
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
         assert!(sheet.get_code_cell(Pos { x: 1, y: 0 }).is_some());
         let code_cell = sheet.get_code_cell(Pos { x: 1, y: 0 }).unwrap();
         assert_eq!(code_cell.code_string, "A0 + 1".to_string());
@@ -632,22 +535,30 @@ mod test {
             Some(CellValue::Number(11.into()))
         );
 
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
-        let dependencies = gc.get_dependent_cells(cell_ref).unwrap().clone();
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
+        let dependencies = gc.get_dependent_cells(sheet_pos).unwrap().clone();
         assert_eq!(dependencies.len(), 1);
     }
 
     #[test]
     fn test_multiple_formula() {
         let mut gc = GridController::new();
-        let sheet_ids = gc.sheet_ids();
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet_id = gc.sheet_ids()[0];
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
 
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(BigDecimal::from(10)));
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 1, y: 0 });
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Number(BigDecimal::from(10)));
+        let sheet_pos = SheetPos {
+            x: 1,
+            y: 0,
+            sheet_id,
+        };
         gc.set_in_progress_transaction(
             vec![Operation::SetCellCode {
-                cell_ref,
+                sheet_pos,
                 code_cell_value: Some(CodeCellValue {
                     language: CodeCellLanguage::Formula,
                     code_string: "A0 + 1".to_string(),
@@ -658,14 +569,17 @@ mod test {
             }],
             None,
             true,
-            crate::controller::transactions::TransactionType::Normal,
+            TransactionType::User,
         );
 
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 2, y: 0 });
+        let sheet_pos = SheetPos {
+            x: 2,
+            y: 0,
+            sheet_id,
+        };
         gc.set_in_progress_transaction(
             vec![Operation::SetCellCode {
-                cell_ref,
+                sheet_pos,
                 code_cell_value: Some(CodeCellValue {
                     language: CodeCellLanguage::Formula,
                     code_string: "B0 + 1".to_string(),
@@ -676,10 +590,10 @@ mod test {
             }],
             None,
             true,
-            TransactionType::Normal,
+            TransactionType::User,
         );
 
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
         assert!(sheet.get_code_cell(Pos { x: 2, y: 0 }).is_some());
         let code_cell = sheet.get_code_cell(Pos { x: 2, y: 0 }).unwrap();
         assert_eq!(code_cell.code_string, "B0 + 1".to_string());
@@ -692,19 +606,22 @@ mod test {
             Some(CellValue::Number(12.into()))
         );
 
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
         gc.set_in_progress_transaction(
             vec![Operation::SetCellValues {
-                region: cell_ref.into(),
+                sheet_rect: sheet_pos.into(),
                 values: CellValue::Number(1.into()).into(),
             }],
             None,
             true,
-            TransactionType::Normal,
+            TransactionType::User,
         );
 
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_ids[0]);
+        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
         assert_eq!(
             sheet.get_cell_value(Pos { x: 1, y: 0 }),
             Some(CellValue::Number(2.into()))
@@ -718,13 +635,23 @@ mod test {
     #[test]
     fn test_deleting_to_trigger_compute() {
         let mut gc = GridController::new();
-        let sheet_ids = gc.sheet_ids();
-        let sheet_id = sheet_ids[0];
+        let sheet_id = gc.sheet_ids()[0];
 
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 0 }, "10".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
+            "10".into(),
+            None,
+        );
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 0, y: 1 },
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "A0 + 1".into(),
             None,
@@ -736,7 +663,15 @@ mod test {
             Some(CellValue::Number(11.into()))
         );
 
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 0 }, "".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
+            "".into(),
+            None,
+        );
         let sheet = gc.sheet(sheet_id);
         assert_eq!(
             sheet.get_cell_value(Pos { x: 0, y: 1 }),
@@ -760,10 +695,106 @@ mod test {
             Some(true),
         );
 
-        gc.calculation_complete(result);
+        gc.after_calculation_async(result);
+
+        assert!(gc.complete);
+        assert_eq!(gc.cells_to_compute.len(), 0);
+    }
+
+    #[test]
+    fn test_js_code_result_to_code_cell_value_single() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.sheet_ids()[0];
+        let result = JsCodeResult::new_from_rust(
+            true,
+            None,
+            None,
+            None,
+            Some("$12".into()),
+            None,
+            None,
+            None,
+        );
+
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
+        assert_eq!(
+            gc.js_code_result_to_code_cell_value(
+                result,
+                sheet_pos,
+                CodeCellLanguage::Python,
+                "".into(),
+            )
+            .output,
+            Some(CodeCellRunOutput {
+                std_out: None,
+                std_err: None,
+                result: crate::grid::CodeCellRunResult::Ok {
+                    output_value: Value::Single(CellValue::Number(12.into())),
+                    cells_accessed: HashSet::new()
+                },
+                spill: false,
+            }),
+        );
+    }
+
+    #[test]
+    fn test_js_code_result_to_code_cell_value_array() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.sheet_ids()[0];
+        let array_output: Vec<Vec<String>> = vec![
+            vec!["$1.1".into(), "20%".into()],
+            vec!["3".into(), "Hello".into()],
+        ];
+        let result = JsCodeResult::new_from_rust(
+            true,
+            None,
+            None,
+            None,
+            None,
+            Some(array_output),
+            None,
+            None,
+        );
 
-        let transaction = gc.get_transaction_in_progress().unwrap();
-        assert!(transaction.complete);
-        assert_eq!(transaction.cells_to_compute.len(), 0);
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
+        let mut array = Array::new_empty(ArraySize::new(2, 2).unwrap());
+        let _ = array.set(
+            0,
+            0,
+            CellValue::Number(BigDecimal::from_str("1.1").unwrap()),
+        );
+        let _ = array.set(
+            1,
+            0,
+            CellValue::Number(BigDecimal::from_str("0.2").unwrap()),
+        );
+        let _ = array.set(0, 1, CellValue::Number(BigDecimal::from_str("3").unwrap()));
+        let _ = array.set(1, 1, CellValue::Text("Hello".into()));
+        assert_eq!(
+            gc.js_code_result_to_code_cell_value(
+                result,
+                sheet_pos,
+                CodeCellLanguage::Python,
+                "".into(),
+            )
+            .output,
+            Some(CodeCellRunOutput {
+                std_out: None,
+                std_err: None,
+                result: crate::grid::CodeCellRunResult::Ok {
+                    output_value: Value::Array(array),
+                    cells_accessed: HashSet::new()
+                },
+                spill: false,
+            }),
+        );
     }
 }
diff --git a/quadratic-core/src/controller/execution/control_transaction.rs b/quadratic-core/src/controller/execution/control_transaction.rs
new file mode 100644
index 0000000000..57e9d0db00
--- /dev/null
+++ b/quadratic-core/src/controller/execution/control_transaction.rs
@@ -0,0 +1,309 @@
+use core::panic;
+use std::collections::HashSet;
+
+use crate::{
+    controller::{
+        operations::operation::Operation,
+        transaction_summary::{TransactionSummary, CELL_SHEET_HEIGHT, CELL_SHEET_WIDTH},
+        transaction_types::{CellsForArray, JsCodeResult, JsComputeGetCells},
+    },
+    Pos,
+};
+use indexmap::IndexSet;
+
+use super::{GridController, TransactionType};
+
+impl GridController {
+    // loop compute cycle until complete or an async call is made
+    pub(super) fn loop_compute(&mut self) {
+        loop {
+            self.compute();
+            if self.waiting_for_async.is_some() {
+                break;
+            }
+            if self.cells_to_compute.is_empty() {
+                self.complete = true;
+                self.transaction_in_progress = false;
+                self.summary.save = true;
+                if self.has_async {
+                    self.finalize_transaction();
+                }
+                break;
+            }
+        }
+    }
+
+    /// executes a set of operations
+    fn transact(&mut self, operations: Vec<Operation>, compute: bool) {
+        for op in operations.iter() {
+            if cfg!(feature = "show-operations") {
+                crate::util::dbgjs(&format!("[Operation] {:?}", op.to_string()));
+            }
+
+            self.execute_operation(op.clone(), compute);
+        }
+    }
+
+    /// Creates and runs a new Transaction
+    ///
+    /// Description
+    /// * `compute` triggers the computation cycle
+    fn start_transaction(
+        &mut self,
+        operations: Vec<Operation>,
+        cursor: Option<String>,
+        compute: bool,
+        transaction_type: TransactionType,
+    ) {
+        if self.transaction_in_progress {
+            panic!("Expected no transaction in progress");
+        }
+        self.transaction_in_progress = true;
+        self.reverse_operations = vec![];
+        self.cells_updated = IndexSet::new();
+        self.cells_to_compute = IndexSet::new();
+        self.cursor = cursor;
+        self.cells_accessed = HashSet::new();
+        self.summary = TransactionSummary::default();
+        self.sheets_with_changed_bounds = HashSet::new();
+        self.transaction_type = transaction_type;
+        self.has_async = false;
+        self.current_sheet_pos = None;
+        self.waiting_for_async = None;
+        self.complete = false;
+        self.forward_operations = vec![];
+
+        // apply operations
+        self.transact(operations, compute);
+
+        // run computations
+        if compute {
+            self.loop_compute();
+        } else {
+            self.complete = true;
+            self.transaction_in_progress = false;
+        }
+    }
+
+    pub(super) fn finalize_transaction(&mut self) {
+        match self.transaction_type {
+            TransactionType::User => {
+                self.undo_stack.push(self.to_transaction());
+                self.redo_stack.clear();
+            }
+            TransactionType::Undo => {
+                self.redo_stack.push(self.to_transaction());
+            }
+            TransactionType::Redo => {
+                self.undo_stack.push(self.to_transaction());
+            }
+            TransactionType::Multiplayer => (),
+            TransactionType::Unset => panic!("Expected a transaction type"),
+        }
+    }
+
+    pub fn set_in_progress_transaction(
+        &mut self,
+        operations: Vec<Operation>,
+        cursor: Option<String>,
+        compute: bool,
+        transaction_type: TransactionType,
+    ) -> TransactionSummary {
+        assert!(
+            !self.transaction_in_progress,
+            "Expected no transaction in progress in set_in_progress_transaction"
+        );
+        self.start_transaction(operations, cursor, compute, transaction_type);
+        let mut summary = self.prepare_transaction_summary();
+        self.transaction_updated_bounds();
+
+        if self.complete {
+            summary.save = true;
+            self.finalize_transaction();
+        }
+        summary
+    }
+
+    pub fn calculation_complete(&mut self, result: JsCodeResult) -> TransactionSummary {
+        assert!(self.transaction_in_progress);
+        let cancel_compute = result.cancel_compute.unwrap_or(false);
+
+        if cancel_compute {
+            self.clear_cells_to_compute();
+            self.loop_compute();
+        }
+
+        self.after_calculation_async(result);
+
+        self.transaction_updated_bounds();
+        if self.complete {
+            self.summary.save = true;
+            self.finalize_transaction();
+        }
+        self.prepare_transaction_summary()
+    }
+
+    /// This is used to get cells during a TS-controlled async calculation
+    pub fn calculation_get_cells(&mut self, get_cells: JsComputeGetCells) -> Option<CellsForArray> {
+        assert!(self.transaction_in_progress);
+        self.get_cells(get_cells)
+    }
+
+    pub fn received_transaction(&mut self, transaction: String) -> TransactionSummary {
+        let operations: Vec<Operation> = if let Ok(operations) = serde_json::from_str(&transaction)
+        {
+            operations
+        } else {
+            return TransactionSummary::default();
+        };
+
+        self.apply_received_transaction(operations)
+    }
+
+    pub fn apply_received_transaction(&mut self, operations: Vec<Operation>) -> TransactionSummary {
+        self.start_transaction(operations, None, false, TransactionType::Multiplayer);
+        self.transaction_updated_bounds();
+        let mut summary = self.prepare_transaction_summary();
+        summary.generate_thumbnail = false;
+        summary.forward_operations = None;
+        summary.save = false;
+        summary
+    }
+}
+
+#[derive(Debug, PartialEq)]
+pub struct CellHash(String);
+
+impl CellHash {
+    pub fn get(&self) -> String {
+        self.0.clone()
+    }
+}
+
+impl From<Pos> for CellHash {
+    fn from(pos: Pos) -> Self {
+        let hash_width = CELL_SHEET_WIDTH as f64;
+        let hash_height = CELL_SHEET_HEIGHT as f64;
+        let cell_hash_x = (pos.x as f64 / hash_width).floor() as i64;
+        let cell_hash_y = (pos.y as f64 / hash_height).floor() as i64;
+        let cell_hash = format!("{},{}", cell_hash_x, cell_hash_y);
+
+        CellHash(cell_hash)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::{grid::GridBounds, Array, CellValue, Pos, Rect, SheetPos, SheetRect};
+
+    use super::*;
+
+    fn add_cell_value(sheet_pos: SheetPos, value: CellValue) -> Operation {
+        let sheet_rect = SheetRect::single_sheet_pos(sheet_pos);
+
+        Operation::SetCellValues {
+            sheet_rect,
+            values: Array::from(value),
+        }
+    }
+
+    fn get_operations(gc: &mut GridController) -> (Operation, Operation) {
+        let sheet_id = gc.sheet_ids()[0];
+        let sheet_pos = SheetPos::from((0, 0, sheet_id));
+        let value = CellValue::Text("test".into());
+        let operation = add_cell_value(sheet_pos, value);
+        let operation_undo = add_cell_value(sheet_pos, CellValue::Blank);
+
+        (operation, operation_undo)
+    }
+
+    #[test]
+    fn test_transactions_finalize_transaction() {
+        let mut gc = GridController::new();
+        let (operation, operation_undo) = get_operations(&mut gc);
+
+        // TransactionType::Normal
+        gc.start_transaction(vec![operation.clone()], None, false, TransactionType::User);
+        gc.finalize_transaction();
+
+        assert_eq!(gc.undo_stack.len(), 1);
+        assert_eq!(gc.redo_stack.len(), 0);
+        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].operations);
+
+        // TransactionType::Undo
+        gc.start_transaction(vec![], None, false, TransactionType::Undo);
+        gc.finalize_transaction();
+
+        assert_eq!(gc.undo_stack.len(), 1);
+        assert_eq!(gc.redo_stack.len(), 1);
+        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].operations);
+        assert_eq!(gc.redo_stack[0].operations.len(), 0);
+
+        // TransactionType::Redo
+        gc.start_transaction(vec![], None, false, TransactionType::Redo);
+        gc.finalize_transaction();
+
+        assert_eq!(gc.undo_stack.len(), 2);
+        assert_eq!(gc.redo_stack.len(), 1);
+        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].operations);
+        assert_eq!(gc.redo_stack[0].operations.len(), 0);
+    }
+
+    #[test]
+    fn test_transactions_undo_redo() {
+        let mut gc = GridController::new();
+        let (operation, operation_undo) = get_operations(&mut gc);
+
+        assert!(!gc.has_undo());
+        assert!(!gc.has_redo());
+
+        gc.set_in_progress_transaction(vec![operation.clone()], None, false, TransactionType::User);
+        assert!(gc.has_undo());
+        assert!(!gc.has_redo());
+        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].operations);
+
+        // undo
+        gc.undo(None);
+        assert!(!gc.has_undo());
+        assert!(gc.has_redo());
+
+        // redo
+        gc.redo(None);
+        assert!(gc.has_undo());
+        assert!(!gc.has_redo());
+    }
+
+    #[test]
+    fn test_transactions_transaction_summary() {
+        let mut gc = GridController::new();
+        assert_eq!(
+            gc.prepare_transaction_summary(),
+            TransactionSummary::default()
+        );
+    }
+
+    #[test]
+    fn test_transactions_updated_bounds_in_transaction() {
+        let mut gc = GridController::new();
+        let (operation, _) = get_operations(&mut gc);
+
+        assert_eq!(gc.grid().sheets()[0].bounds(true), GridBounds::Empty);
+
+        gc.set_in_progress_transaction(vec![operation], None, true, TransactionType::User);
+        gc.transaction_updated_bounds();
+
+        let expected = GridBounds::NonEmpty(Rect::single_pos((0, 0).into()));
+        assert_eq!(gc.grid().sheets()[0].bounds(true), expected);
+    }
+
+    #[test]
+    fn test_transactions_cell_hash() {
+        let hash = "test".to_string();
+        let cell_hash = CellHash(hash.clone());
+        assert_eq!(cell_hash.get(), hash);
+
+        let pos = Pos::from((0, 0));
+        let cell_hash = CellHash::from(pos);
+        assert_eq!(cell_hash, CellHash("0,0".into()));
+    }
+}
diff --git a/quadratic-core/src/controller/execution/eval_formula.rs b/quadratic-core/src/controller/execution/eval_formula.rs
new file mode 100644
index 0000000000..b19b516eaf
--- /dev/null
+++ b/quadratic-core/src/controller/execution/eval_formula.rs
@@ -0,0 +1,63 @@
+use crate::{
+    controller::GridController,
+    formulas::{parse_formula, Ctx},
+    grid::{CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult, CodeCellValue},
+    SheetPos,
+};
+
+impl GridController {
+    pub(super) fn eval_formula(
+        &mut self,
+        code_string: String,
+        language: CodeCellLanguage,
+        sheet_pos: SheetPos,
+    ) {
+        let mut ctx = Ctx::new(self.grid(), sheet_pos);
+        match parse_formula(&code_string, sheet_pos.into()) {
+            Ok(parsed) => {
+                match parsed.eval(&mut ctx) {
+                    Ok(value) => {
+                        self.cells_accessed = ctx.cells_accessed;
+                        let updated_code_cell_value = CodeCellValue {
+                            language,
+                            code_string,
+                            formatted_code_string: None,
+                            output: Some(CodeCellRunOutput {
+                                std_out: None,
+                                std_err: None,
+                                result: CodeCellRunResult::Ok {
+                                    output_value: value,
+                                    cells_accessed: self
+                                        .cells_accessed
+                                        .clone()
+                                        .into_iter()
+                                        .collect(),
+                                },
+                                spill: false,
+                            }),
+                            // todo
+                            last_modified: String::new(),
+                        };
+                        if self.update_code_cell_value(sheet_pos, Some(updated_code_cell_value)) {
+                            // clears cells_accessed
+                            self.cells_accessed.clear();
+                        }
+                    }
+                    Err(error) => {
+                        let msg = error.msg.to_string();
+                        let line_number = error.span.map(|span| span.start as i64);
+                        self.code_cell_sheet_error(
+                            msg,
+                            // todo: span should be multiline
+                            line_number,
+                        );
+                    }
+                }
+            }
+            Err(e) => {
+                let msg = e.to_string();
+                self.code_cell_sheet_error(msg, None);
+            }
+        }
+    }
+}
diff --git a/quadratic-core/src/controller/execution/execute_operation.rs b/quadratic-core/src/controller/execution/execute_operation.rs
new file mode 100644
index 0000000000..f5d00ec01d
--- /dev/null
+++ b/quadratic-core/src/controller/execution/execute_operation.rs
@@ -0,0 +1,481 @@
+use crate::grid::formatting::CellFmtArray;
+use crate::{grid::*, Array, CellValue, SheetPos};
+
+use crate::controller::operations::operation::Operation;
+use crate::controller::GridController;
+
+impl GridController {
+    /// Executes the given operation.
+    pub fn execute_operation(&mut self, op: Operation, compute: bool) {
+        match op {
+            Operation::SetCellValues { sheet_rect, values } => {
+                // todo: this should be moved to the update_bounds function
+                self.sheets_with_changed_bounds.insert(sheet_rect.sheet_id);
+
+                let sheet = self.grid.sheet_mut_from_id(sheet_rect.sheet_id);
+
+                let size = sheet_rect.size();
+                let old_values = sheet_rect
+                    .iter()
+                    .zip(values.clone().into_cell_values_vec())
+                    .map(|(sheet_pos, value)| {
+                        let old_value = sheet.set_cell_value(sheet_pos.into(), value);
+                        if old_value
+                            .as_ref()
+                            .is_some_and(|cell_value| cell_value.is_html())
+                        {
+                            self.summary.html.insert(sheet_pos.sheet_id);
+                        }
+                        old_value
+                    })
+                    .map(|old_value| old_value.unwrap_or(CellValue::Blank))
+                    .collect();
+                self.cells_updated.insert(sheet_rect);
+
+                let old_values = Array::new_row_major(size, old_values)
+                    .expect("error constructing array of old values for SetCells operation");
+
+                self.add_cell_sheets_modified_rect(&sheet_rect);
+
+                // todo: this should be moved to the code_cell operations function
+                // check if override any code cells
+                let sheet = self.grid.sheet_from_id(sheet_rect.sheet_id);
+                let code_cells_to_delete = sheet
+                    .code_cells
+                    .iter()
+                    .filter_map(|(pos, _)| {
+                        let possible_delete = pos.to_sheet_pos(sheet.id);
+                        if sheet_rect.contains(possible_delete) {
+                            Some(possible_delete)
+                        } else {
+                            None
+                        }
+                    })
+                    .collect::<Vec<SheetPos>>();
+
+                // todo: this should be moved to the code_cell operations function
+                // remove the code cells
+                let sheet_id = sheet.id;
+                for sheet_pos in code_cells_to_delete {
+                    let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                    let old_value = sheet.set_code_cell_value(sheet_pos.into(), None);
+                    self.fetch_code_cell_difference(sheet_pos, old_value.clone(), None);
+                    self.reverse_operations.push(Operation::SetCellCode {
+                        sheet_pos,
+                        code_cell_value: old_value,
+                    });
+                }
+
+                // todo: this should be moved to the spills operations function
+                // check for changes in spills
+                for sheet_pos in sheet_rect.iter() {
+                    let sheet = self.grid.sheet_from_id(sheet_pos.sheet_id);
+                    // if there is a value, check if it caused a spill
+                    if sheet.get_cell_value(sheet_pos.into()).is_some() {
+                        self.check_spill(sheet_pos);
+                    } else {
+                        // otherwise check if it released a spill
+                        self.update_code_cell_value_if_spill_error_released(sheet_pos);
+                    }
+                }
+
+                // todo: this should be removed (forward operations should be generically added in the execute_operations function)
+                self.forward_operations
+                    .push(Operation::SetCellValues { sheet_rect, values });
+
+                self.summary.generate_thumbnail =
+                    self.summary.generate_thumbnail || self.thumbnail_dirty_sheet_rect(sheet_rect);
+
+                self.reverse_operations.push(Operation::SetCellValues {
+                    sheet_rect,
+                    values: old_values,
+                });
+            }
+            Operation::SetCellCode {
+                sheet_pos,
+                code_cell_value,
+            } => {
+                let is_code_cell_empty = code_cell_value.is_none();
+                let sheet_id = sheet_pos.sheet_id;
+
+                self.sheets_with_changed_bounds.insert(sheet_id);
+
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+
+                // todo: all spill calculation should be moved to the code_cell operation function
+                let old_spill = sheet.get_spill(sheet_pos.into());
+                let old_code_cell_value = sheet.get_code_cell(sheet_pos.into()).cloned();
+                let final_code_cell_value;
+
+                // for compute, we keep the original cell output to avoid flashing of output (since values will be overridden once computation is complete)
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                if compute {
+                    if let Some(code_cell_value) = code_cell_value {
+                        let updated_code_cell_value =
+                            if let Some(old_code_cell_value) = &old_code_cell_value {
+                                let mut updated_code_cell_value = code_cell_value.clone();
+                                updated_code_cell_value.output = old_code_cell_value.output.clone();
+                                updated_code_cell_value
+                            } else {
+                                code_cell_value
+                            };
+                        sheet.set_code_cell_value(
+                            sheet_pos.into(),
+                            Some(updated_code_cell_value.clone()),
+                        );
+                        final_code_cell_value = Some(updated_code_cell_value);
+                    } else {
+                        sheet.set_code_cell_value(sheet_pos.into(), code_cell_value);
+                        self.fetch_code_cell_difference(
+                            sheet_pos,
+                            old_code_cell_value.clone(),
+                            None,
+                        );
+                        let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                        sheet.set_code_cell_value(sheet_pos.into(), None);
+                        final_code_cell_value = None;
+                    }
+                    self.cells_to_compute.insert(sheet_pos);
+                } else {
+                    // need to update summary (cells_to_compute will be ignored)
+                    self.fetch_code_cell_difference(
+                        sheet_pos,
+                        old_code_cell_value.clone(),
+                        code_cell_value.clone(),
+                    );
+                    let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                    sheet.set_code_cell_value(sheet_pos.into(), code_cell_value.clone());
+                    final_code_cell_value = code_cell_value;
+                }
+
+                // TODO(ddimaria): resolve comment from @HactarCE:
+                //
+                // Can we use SheetPos instead of CellSheetsModified? I'd like
+                // to avoid using String for sheet IDs as much as possible. If
+                // it's needed for JS interop, then let's impl Serialize and
+                // Deserialize on SheetId to make it serialize as a string.
+                self.add_cell_sheets_modified_rect(&sheet_pos.into());
+                self.summary.code_cells_modified.insert(sheet_id);
+
+                // check if a new code_cell causes a spill error in another code cell
+                if old_code_cell_value.is_none() && !is_code_cell_empty {
+                    if let Some(old_spill) = old_spill {
+                        if old_spill.to_sheet_pos(sheet_id) != sheet_pos {
+                            self.set_spill_error(old_spill.to_sheet_pos(sheet_id));
+                        }
+                    }
+                }
+
+                // check if deleting a code cell releases a spill
+                if is_code_cell_empty {
+                    self.update_code_cell_value_if_spill_error_released(sheet_pos);
+                }
+                self.forward_operations.push(Operation::SetCellCode {
+                    sheet_pos,
+                    code_cell_value: final_code_cell_value,
+                });
+                self.reverse_operations.push(Operation::SetCellCode {
+                    sheet_pos,
+                    code_cell_value: old_code_cell_value,
+                });
+            }
+
+            Operation::SetCellFormats { sheet_rect, attr } => {
+                self.sheets_with_changed_bounds.insert(sheet_rect.sheet_id);
+
+                if let CellFmtArray::FillColor(_) = attr {
+                    self.summary.fill_sheets_modified.push(sheet_rect.sheet_id);
+                }
+
+                // todo: this is too slow -- perhaps call this again when we have a better way of setting multiple formats within an array
+                // or when we get rid of CellRefs (which I think is the reason this is slow)
+                // summary.generate_thumbnail =
+                //     summary.generate_thumbnail || self.thumbnail_dirty_region(region.clone());
+
+                let old_attr = match attr.clone() {
+                    CellFmtArray::Align(align) => CellFmtArray::Align(
+                        self.set_cell_formats_for_type::<CellAlign>(&sheet_rect, align, true),
+                    ),
+                    CellFmtArray::Wrap(wrap) => CellFmtArray::Wrap(
+                        self.set_cell_formats_for_type::<CellWrap>(&sheet_rect, wrap, true),
+                    ),
+                    CellFmtArray::NumericFormat(num_fmt) => CellFmtArray::NumericFormat(
+                        self.set_cell_formats_for_type::<NumericFormat>(&sheet_rect, num_fmt, true),
+                    ),
+                    CellFmtArray::NumericDecimals(num_decimals) => CellFmtArray::NumericDecimals(
+                        self.set_cell_formats_for_type::<NumericDecimals>(
+                            &sheet_rect,
+                            num_decimals,
+                            true,
+                        ),
+                    ),
+                    CellFmtArray::NumericCommas(num_commas) => CellFmtArray::NumericCommas(
+                        self.set_cell_formats_for_type::<NumericCommas>(
+                            &sheet_rect,
+                            num_commas,
+                            true,
+                        ),
+                    ),
+                    CellFmtArray::Bold(bold) => CellFmtArray::Bold(
+                        self.set_cell_formats_for_type::<Bold>(&sheet_rect, bold, true),
+                    ),
+                    CellFmtArray::Italic(italic) => CellFmtArray::Italic(
+                        self.set_cell_formats_for_type::<Italic>(&sheet_rect, italic, true),
+                    ),
+                    CellFmtArray::TextColor(text_color) => CellFmtArray::TextColor(
+                        self.set_cell_formats_for_type::<TextColor>(&sheet_rect, text_color, true),
+                    ),
+                    CellFmtArray::FillColor(fill_color) => {
+                        self.summary.fill_sheets_modified.push(sheet_rect.sheet_id);
+                        CellFmtArray::FillColor(self.set_cell_formats_for_type::<FillColor>(
+                            &sheet_rect,
+                            fill_color,
+                            false,
+                        ))
+                    }
+                    CellFmtArray::RenderSize(output_size) => {
+                        self.summary.html.insert(sheet_rect.sheet_id);
+                        CellFmtArray::RenderSize(self.set_cell_formats_for_type::<RenderSize>(
+                            &sheet_rect,
+                            output_size,
+                            false,
+                        ))
+                    }
+                };
+
+                // todo: remove
+                self.forward_operations
+                    .push(Operation::SetCellFormats { sheet_rect, attr });
+
+                self.reverse_operations.push(Operation::SetCellFormats {
+                    sheet_rect,
+                    attr: old_attr,
+                });
+            }
+
+            Operation::SetBorders {
+                sheet_rect,
+                borders,
+            } => {
+                self.sheets_with_changed_bounds.insert(sheet_rect.sheet_id);
+                self.summary
+                    .border_sheets_modified
+                    .push(sheet_rect.sheet_id);
+                self.summary.generate_thumbnail =
+                    self.summary.generate_thumbnail || self.thumbnail_dirty_sheet_rect(sheet_rect);
+
+                let sheet = self.grid.sheet_mut_from_id(sheet_rect.sheet_id);
+
+                let old_borders = sheet.set_region_borders(&sheet_rect.into(), borders.clone());
+
+                // should be removed
+                self.forward_operations.push(Operation::SetBorders {
+                    sheet_rect,
+                    borders,
+                });
+                self.reverse_operations.push(Operation::SetBorders {
+                    sheet_rect,
+                    borders: old_borders,
+                });
+            }
+            Operation::AddSheet { sheet } => {
+                // todo: need to handle the case where sheet.order overlaps another sheet order
+                // this may happen after (1) delete a sheet; (2) MP update w/an added sheet; and (3) undo the deleted sheet
+                let sheet_id = sheet.id;
+                self.grid
+                    .add_sheet(Some(sheet.clone()))
+                    .expect("duplicate sheet name");
+                self.summary.sheet_list_modified = true;
+                self.summary.html.insert(sheet_id);
+                self.forward_operations.push(Operation::AddSheet { sheet });
+                self.reverse_operations
+                    .push(Operation::DeleteSheet { sheet_id });
+            }
+            Operation::DeleteSheet { sheet_id } => {
+                let deleted_sheet = self.grid.remove_sheet(sheet_id);
+                self.summary.sheet_list_modified = true;
+                self.forward_operations
+                    .push(Operation::DeleteSheet { sheet_id });
+                self.reverse_operations.push(Operation::AddSheet {
+                    sheet: deleted_sheet,
+                });
+            }
+            Operation::ReorderSheet { target, order } => {
+                let old_first = self.grid.first_sheet_id();
+                let sheet = self.grid.sheet_from_id(target);
+                let original_order = sheet.order.clone();
+                self.grid.move_sheet(target, order.clone());
+                self.summary.sheet_list_modified = true;
+
+                if old_first != self.grid.first_sheet_id() {
+                    self.summary.generate_thumbnail = true;
+                }
+                self.forward_operations
+                    .push(Operation::ReorderSheet { target, order });
+                self.reverse_operations.push(Operation::ReorderSheet {
+                    target,
+                    order: original_order,
+                });
+            }
+            Operation::SetSheetName { sheet_id, name } => {
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                let old_name = sheet.name.clone();
+                sheet.name = name.clone();
+                self.summary.sheet_list_modified = true;
+                self.forward_operations
+                    .push(Operation::SetSheetName { sheet_id, name });
+                self.reverse_operations.push(Operation::SetSheetName {
+                    sheet_id,
+                    name: old_name,
+                });
+            }
+            Operation::SetSheetColor { sheet_id, color } => {
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                let old_color = sheet.color.clone();
+                sheet.color = color.clone();
+                self.summary.sheet_list_modified = true;
+                self.forward_operations
+                    .push(Operation::SetSheetColor { sheet_id, color });
+                self.reverse_operations.push(Operation::SetSheetColor {
+                    sheet_id,
+                    color: old_color,
+                });
+            }
+
+            Operation::ResizeColumn {
+                sheet_id,
+                column,
+                new_size,
+            } => {
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                self.summary.offsets_modified.push(sheet.id);
+                let old_size = sheet.offsets.set_column_width(column, new_size);
+                self.summary.generate_thumbnail = self.summary.generate_thumbnail
+                    || self.thumbnail_dirty_sheet_pos(SheetPos {
+                        x: column,
+                        y: 0,
+                        sheet_id,
+                    });
+                self.forward_operations.push(Operation::ResizeColumn {
+                    sheet_id,
+                    column,
+                    new_size,
+                });
+                self.reverse_operations.push(Operation::ResizeColumn {
+                    sheet_id,
+                    column,
+                    new_size: old_size,
+                });
+            }
+
+            Operation::ResizeRow {
+                sheet_id,
+                row,
+                new_size,
+            } => {
+                let sheet = self.grid.sheet_mut_from_id(sheet_id);
+                let old_size = sheet.offsets.set_row_height(row, new_size);
+                self.summary.offsets_modified.push(sheet.id);
+                self.summary.generate_thumbnail = self.summary.generate_thumbnail
+                    || self.thumbnail_dirty_sheet_pos(SheetPos {
+                        x: 0,
+                        y: row,
+                        sheet_id,
+                    });
+                self.forward_operations.push(Operation::ResizeRow {
+                    sheet_id,
+                    row,
+                    new_size,
+                });
+                self.reverse_operations.push(Operation::ResizeRow {
+                    sheet_id,
+                    row,
+                    new_size: old_size,
+                });
+            }
+        };
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use super::*;
+
+    fn execute(gc: &mut GridController, operation: Operation) {
+        gc.transaction_in_progress = true;
+        gc.execute_operation(operation, false);
+    }
+
+    #[test]
+    fn test_execute_operation_set_sheet_color() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.sheet_ids()[0];
+        let color = Some("red".to_string());
+        let operation = Operation::SetSheetColor {
+            sheet_id,
+            color: color.clone(),
+        };
+
+        assert_eq!(
+            format!("{:?}", operation),
+            format!(
+                "SetSheetColor {{ sheet_id: SheetId {{ id: {} }}, color: Some(\"red\") }}",
+                sheet_id
+            )
+        );
+
+        execute(&mut gc, operation);
+        assert_eq!(gc.grid.sheets()[0].color, color);
+    }
+
+    #[test]
+    fn test_execute_operation_resize_column() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.sheet_ids()[0];
+        let x = 0;
+        let new_size = 100.0;
+        let operation = Operation::ResizeColumn {
+            sheet_id,
+            column: x,
+            new_size,
+        };
+
+        assert_eq!(
+            format!("{:?}", operation),
+            format!(
+                "ResizeColumn {{ sheet_id: SheetId {{ id: {} }}, column: {}, new_size: {:.1} }}",
+                sheet_id, x, new_size
+            )
+        );
+
+        execute(&mut gc, operation);
+        let column_width = gc.grid.sheet_from_id(sheet_id).offsets.column_width(x);
+        assert_eq!(column_width, new_size);
+    }
+
+    #[test]
+    fn test_execute_operation_resize_row() {
+        let mut gc = GridController::new();
+        let sheet = &mut gc.grid_mut().sheets_mut()[0];
+        let sheet_id = sheet.id;
+        let row = 0;
+        let new_size = 100.0;
+        let operation = Operation::ResizeRow {
+            sheet_id,
+            row,
+            new_size,
+        };
+
+        assert_eq!(
+            format!("{:?}", operation),
+            format!(
+                "ResizeRow {{ sheet_id: SheetId {{ id: {} }}, row: {}, new_size: {:.1} }}",
+                sheet_id, row, new_size
+            )
+        );
+
+        execute(&mut gc, operation);
+        let row_height = gc.grid.sheets()[0].offsets.row_height(row);
+        assert_eq!(row_height, new_size);
+    }
+}
diff --git a/quadratic-core/src/computation/get_cells.rs b/quadratic-core/src/controller/execution/get_cells.rs
similarity index 51%
rename from quadratic-core/src/computation/get_cells.rs
rename to quadratic-core/src/controller/execution/get_cells.rs
index 724ec58dfe..2d8a61af23 100644
--- a/quadratic-core/src/computation/get_cells.rs
+++ b/quadratic-core/src/controller/execution/get_cells.rs
@@ -1,35 +1,17 @@
 use std::collections::HashSet;
 
-use crate::Pos;
-
 use crate::controller::{
     transaction_types::{CellsForArray, JsComputeGetCells},
     GridController,
 };
-use crate::grid::CellRef;
-
-use super::TransactionInProgress;
+use crate::SheetPos;
 
-impl TransactionInProgress {
+impl GridController {
     /// gets cells for use in async calculations
-    pub fn get_cells(
-        &mut self,
-        grid_controller: &mut GridController,
-        get_cells: JsComputeGetCells,
-    ) -> Option<CellsForArray> {
+    pub fn get_cells(&mut self, get_cells: JsComputeGetCells) -> Option<CellsForArray> {
         // ensure that the get_cells is not requesting a reference to itself
-        let (current_sheet, pos) = if let Some(current_cell_ref) = self.current_cell_ref {
-            let sheet = grid_controller.sheet(current_cell_ref.sheet);
-            let pos = if let Some(pos) = sheet.cell_ref_to_pos(current_cell_ref) {
-                pos
-            } else {
-                // this should only occur after an internal logic error
-                crate::util::dbgjs(
-                    "Expected current_cell_ref's sheet to be defined in transaction::get_cells",
-                );
-                return Some(CellsForArray::new(vec![], true));
-            };
-            (sheet, pos)
+        let (current_sheet, pos) = if let Some(current_sheet_pos) = self.current_sheet_pos {
+            (current_sheet_pos.sheet_id, current_sheet_pos.into())
         } else {
             // this should only occur after an internal logic error
             crate::util::dbgjs(
@@ -42,40 +24,36 @@ impl TransactionInProgress {
 
         // if sheet_name is None, use the sheet_id from the pos
         let sheet = sheet_name.clone().map_or_else(
-            || Some(current_sheet),
-            |sheet_name| grid_controller.grid().sheet_from_name(sheet_name),
+            || Some(self.grid().sheet_from_id(current_sheet)),
+            |sheet_name| self.grid().sheet_from_name(sheet_name),
         );
 
         if let Some(sheet) = sheet {
-            // ensure there's not a cell reference in the get_cells request
-            if get_cells.rect().contains(pos) && sheet.id == current_sheet.id {
+            // ensure that the current cell ref is not in the get_cells request
+            if get_cells.rect().contains(pos) && sheet.id == current_sheet {
                 // unable to find sheet by name, generate error
                 let msg = if let Some(line_number) = get_cells.line_number() {
                     format!("cell cannot reference itself at line {}", line_number)
                 } else {
                     "Sheet not found".to_string()
                 };
-                self.code_cell_sheet_error(grid_controller, msg, get_cells.line_number());
-                self.loop_compute(grid_controller);
+                self.code_cell_sheet_error(msg, get_cells.line_number());
+                self.loop_compute();
                 return Some(CellsForArray::new(vec![], true));
             }
 
             let rect = get_cells.rect();
             let array = sheet.cell_array(rect);
-
-            let mut cells_accessed: HashSet<CellRef> = HashSet::new();
-            while let Some(cell_ref) = self.cells_accessed.pop() {
-                cells_accessed.insert(cell_ref);
-            }
+            let mut cells_accessed: HashSet<SheetPos> = HashSet::new();
             let sheet_id = sheet.id;
-            let sheet = grid_controller.grid_mut().sheet_mut_from_id(sheet_id);
             for y in rect.y_range() {
                 for x in rect.x_range() {
-                    let cell_ref = sheet.get_or_create_cell_ref(Pos { x, y });
-                    cells_accessed.insert(cell_ref);
+                    cells_accessed.insert(SheetPos { x, y, sheet_id });
                 }
             }
-            self.cells_accessed = cells_accessed.into_iter().collect();
+            cells_accessed.iter().for_each(|sheet_pos| {
+                self.cells_accessed.insert(*sheet_pos);
+            });
             Some(array)
         } else {
             // unable to find sheet by name, generate error
@@ -86,7 +64,7 @@ impl TransactionInProgress {
             } else {
                 "Sheet not found".to_string()
             };
-            self.code_cell_sheet_error(grid_controller, msg, get_cells.line_number());
+            self.code_cell_sheet_error(msg, get_cells.line_number());
             Some(CellsForArray::new(vec![], true))
         }
     }
diff --git a/quadratic-core/src/controller/execution/mod.rs b/quadratic-core/src/controller/execution/mod.rs
new file mode 100644
index 0000000000..27d1201d70
--- /dev/null
+++ b/quadratic-core/src/controller/execution/mod.rs
@@ -0,0 +1,61 @@
+/// This module handles the application of operations to the Grid.
+pub mod compute;
+pub mod control_transaction;
+pub mod eval_formula;
+///
+pub mod execute_operation;
+pub mod get_cells;
+use serde::{Deserialize, Serialize};
+
+use crate::controller::{transaction_summary::TransactionSummary, GridController};
+
+use super::Transaction;
+
+#[derive(Default, Debug, Serialize, Deserialize, Clone, PartialEq)]
+pub enum TransactionType {
+    #[default]
+    Unset,
+    User,
+    Undo,
+    Redo,
+    Multiplayer,
+}
+
+impl GridController {
+    /// Clear the `cells_to_compute` attribute
+    pub fn clear_cells_to_compute(&mut self) {
+        self.cells_to_compute.clear();
+    }
+
+    /// recalculate bounds for changed sheets
+    pub fn transaction_updated_bounds(&mut self) {
+        self.sheets_with_changed_bounds
+            .clone()
+            .iter()
+            .for_each(|sheet_id| {
+                let sheet = self.grid_mut().sheet_mut_from_id(*sheet_id);
+                sheet.recalculate_bounds();
+            });
+    }
+
+    /// returns the TransactionSummary
+    pub fn prepare_transaction_summary(&mut self) -> TransactionSummary {
+        if self.complete {
+            self.summary.forward_operations = Some(
+                serde_json::to_string(&self.forward_operations)
+                    .expect("Failed to serialize forward operations"),
+            );
+        }
+        let summary = self.summary.clone();
+        self.summary.clear(self.complete);
+        summary
+    }
+
+    /// Creates a transaction to save to the Undo/Redo stack
+    fn to_transaction(&self) -> Transaction {
+        Transaction {
+            operations: self.reverse_operations.clone().into_iter().rev().collect(),
+            cursor: self.cursor.clone(),
+        }
+    }
+}
diff --git a/quadratic-core/src/controller/export.rs b/quadratic-core/src/controller/export.rs
index 11f42053d7..3dd48822c2 100644
--- a/quadratic-core/src/controller/export.rs
+++ b/quadratic-core/src/controller/export.rs
@@ -1,16 +1,17 @@
 use anyhow::Result;
 use csv::Writer;
 
-use super::{auto_complete::cell_values_in_rect, GridController};
+use super::GridController;
 use crate::{grid::SheetId, Rect};
 
 impl GridController {
-    /// exports a CSV string from a selction on the grid.
+    /// exports a CSV string from a selection on the grid.
     ///
     /// Returns a [`String`].
     pub fn export_csv_selection(&self, sheet_id: SheetId, selection: &Rect) -> Result<String> {
         let sheet = self.sheet(sheet_id);
-        let values = cell_values_in_rect(selection, sheet)?
+        let values = sheet
+            .cell_values_in_rect(selection)?
             .into_cell_values_vec()
             .iter()
             .map(|record| record.to_string())
@@ -41,7 +42,7 @@ mod tests {
 
         for y in selection.y_range() {
             for x in selection.x_range() {
-                grid_controller.set_cell_value(sheet_id, (x, y).into(), vals[count].into(), None);
+                grid_controller.set_cell_value((x, y, sheet_id).into(), vals[count].into(), None);
                 count += 1;
             }
         }
diff --git a/quadratic-core/src/controller/operations.rs b/quadratic-core/src/controller/operations.rs
deleted file mode 100644
index 794f3c3a02..0000000000
--- a/quadratic-core/src/controller/operations.rs
+++ /dev/null
@@ -1,534 +0,0 @@
-use std::collections::HashSet;
-
-use indexmap::IndexSet;
-
-use crate::{grid::*, Array, CellValue, Pos};
-
-use super::{
-    formatting::CellFmtArray,
-    operation::Operation,
-    transaction_summary::{CellSheetsModified, TransactionSummary},
-    update_code_cell_value::fetch_code_cell_difference,
-    GridController,
-};
-
-impl GridController {
-    /// Executes the given operation and returns the reverse operation.
-    /// The only way to modify the internal state of the grid is through this function, with an operation.
-    /// Operations must always return a reverse operation that can be used to undo the operation.
-    pub fn execute_operation(
-        &mut self,
-        op: Operation,
-        cells_updated: &mut IndexSet<RegionRef>,
-        cells_to_compute: &mut IndexSet<CellRef>,
-        summary: &mut TransactionSummary,
-        sheets_with_changed_bounds: &mut HashSet<SheetId>,
-        compute: bool,
-    ) -> Vec<Operation> {
-        let mut reverse_operations = vec![];
-        match op {
-            Operation::SetCellValues { region, values } => {
-                sheets_with_changed_bounds.insert(region.sheet);
-                let sheet = self.grid.sheet_mut_from_id(region.sheet);
-
-                let size = region.size().expect("msg: error getting size of region");
-                let old_values = region
-                    .iter()
-                    .zip(values.into_cell_values_vec())
-                    .map(|(cell_ref, value)| {
-                        let pos = sheet.cell_ref_to_pos(cell_ref)?;
-                        let response = sheet.set_cell_value(pos, value)?;
-                        if response.html {
-                            summary.html.insert(cell_ref.sheet);
-                        }
-                        Some(response.old_value)
-                    })
-                    .map(|old_value| old_value.unwrap_or(CellValue::Blank))
-                    .collect();
-                cells_updated.insert(region.clone());
-
-                let old_values = Array::new_row_major(size, old_values)
-                    .expect("error constructing array of old values for SetCells operation");
-
-                CellSheetsModified::add_region(&mut summary.cell_sheets_modified, sheet, &region);
-
-                // check if override any code cells
-                let sheet = self.grid.sheet_from_id(region.sheet);
-                let code_cells_to_delete = sheet
-                    .code_cells
-                    .iter()
-                    .filter_map(|(cell_ref, _)| {
-                        if region.contains(cell_ref) {
-                            let pos = sheet.cell_ref_to_pos(*cell_ref)?;
-                            Some((*cell_ref, pos))
-                        } else {
-                            None
-                        }
-                    })
-                    .collect::<Vec<(CellRef, Pos)>>();
-
-                // remove the code cells
-                let sheet_id = sheet.id;
-                for (cell_ref, pos) in code_cells_to_delete {
-                    let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                    let old_value = sheet.set_code_cell_value(pos, None);
-                    fetch_code_cell_difference(
-                        self,
-                        sheet_id,
-                        pos,
-                        old_value.clone(),
-                        None,
-                        summary,
-                        cells_to_compute,
-                        &mut reverse_operations,
-                    );
-                    reverse_operations.push(Operation::SetCellCode {
-                        cell_ref,
-                        code_cell_value: old_value,
-                    });
-                }
-
-                // check for changes in spills
-                for cell_ref in region.iter() {
-                    let sheet = self.grid.sheet_from_id(cell_ref.sheet);
-                    if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                        // if there is a value, check if it caused a spill
-                        if sheet.get_cell_value(pos).is_some() {
-                            self.check_spill(
-                                cell_ref,
-                                cells_to_compute,
-                                summary,
-                                &mut reverse_operations,
-                            );
-                        } else {
-                            // otherwise check if it released a spill
-                            self.update_code_cell_value_if_spill_error_released(
-                                cell_ref,
-                                cells_to_compute,
-                                summary,
-                                &mut reverse_operations,
-                            );
-                        }
-                    }
-                }
-
-                summary.generate_thumbnail =
-                    summary.generate_thumbnail || self.thumbnail_dirty_region(&region);
-
-                reverse_operations.push(Operation::SetCellValues {
-                    region,
-                    values: old_values,
-                });
-            }
-            Operation::SetCellCode {
-                cell_ref,
-                code_cell_value,
-            } => {
-                let is_code_cell_empty = code_cell_value.is_none();
-                let sheet_id = cell_ref.sheet;
-
-                sheets_with_changed_bounds.insert(sheet_id);
-
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                let old_spill = sheet.get_spill(cell_ref);
-
-                // TODO(ddimaria): resolve comment from @HactarCE
-                // note: this is a non-trivial refactor, but a good one to make
-                //
-                // Use .cloned() later if the value needs to be cloned, not here.
-                // fetch_code_cell_difference() should take &Option<CodeCellValue>
-                // or possibly Option<CodeCellValue>.
-                let old_code_cell_value = sheet.get_code_cell_from_ref(cell_ref).cloned();
-                let pos = if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                    pos
-                } else {
-                    return vec![];
-                };
-
-                // for compute, we keep the original cell output to avoid flashing of output (since values will be overridden once computation is complete)
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                if compute {
-                    if let Some(code_cell_value) = code_cell_value {
-                        let updated_code_cell_value =
-                            if let Some(old_code_cell_value) = &old_code_cell_value {
-                                let mut updated_code_cell_value = code_cell_value.clone();
-                                updated_code_cell_value.output = old_code_cell_value.output.clone();
-                                updated_code_cell_value
-                            } else {
-                                code_cell_value
-                            };
-                        sheet.set_code_cell_value(pos, Some(updated_code_cell_value));
-                    } else {
-                        sheet.set_code_cell_value(pos, code_cell_value);
-                        fetch_code_cell_difference(
-                            self,
-                            sheet_id,
-                            pos,
-                            old_code_cell_value.clone(),
-                            None,
-                            summary,
-                            cells_to_compute,
-                            &mut reverse_operations,
-                        );
-                        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                        sheet.set_code_cell_value(pos, None);
-                    }
-                    cells_to_compute.insert(cell_ref);
-                } else {
-                    // need to update summary (cells_to_compute will be ignored)
-                    fetch_code_cell_difference(
-                        self,
-                        sheet_id,
-                        pos,
-                        old_code_cell_value.clone(),
-                        code_cell_value.clone(),
-                        summary,
-                        cells_to_compute,
-                        &mut reverse_operations,
-                    );
-                    let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                    sheet.set_code_cell_value(pos, code_cell_value);
-                }
-
-                // TODO(ddimaria): resolve comment from @HactarCE:
-                //
-                // Can we use SheetPos instead of CellSheetsModified? I'd like
-                // to avoid using String for sheet IDs as much as possible. If
-                // it's needed for JS interop, then let's impl Serialize and
-                // Deserialize on SheetId to make it serialize as a string.
-                summary
-                    .cell_sheets_modified
-                    .insert(CellSheetsModified::new(sheet_id, pos));
-                summary.code_cells_modified.insert(sheet_id);
-
-                // check if a new code_cell causes a spill error in another code cell
-                if old_code_cell_value.is_none() && !is_code_cell_empty {
-                    if let Some(old_spill) = old_spill {
-                        if old_spill != cell_ref {
-                            self.set_spill_error(
-                                old_spill,
-                                cells_to_compute,
-                                summary,
-                                &mut reverse_operations,
-                            );
-                        }
-                    }
-                }
-
-                // check if deleting a code cell releases a spill
-                if is_code_cell_empty {
-                    self.update_code_cell_value_if_spill_error_released(
-                        cell_ref,
-                        cells_to_compute,
-                        summary,
-                        &mut reverse_operations,
-                    );
-                }
-
-                reverse_operations.push(Operation::SetCellCode {
-                    cell_ref,
-                    code_cell_value: old_code_cell_value,
-                });
-            }
-            Operation::SetCellFormats { region, attr } => {
-                sheets_with_changed_bounds.insert(region.sheet);
-
-                if let CellFmtArray::FillColor(_) = attr {
-                    summary.fill_sheets_modified.push(region.sheet);
-                }
-
-                // todo: this is too slow -- perhaps call this again when we have a better way of setting multiple formats within an array
-                // or when we get rid of CellRefs (which I think is the reason this is slow)
-                // summary.generate_thumbnail =
-                //     summary.generate_thumbnail || self.thumbnail_dirty_region(region.clone());
-
-                let old_attr = match attr {
-                    CellFmtArray::Align(align) => {
-                        CellFmtArray::Align(self.set_cell_formats_for_type::<CellAlign>(
-                            &region,
-                            align,
-                            Some(&mut summary.cell_sheets_modified),
-                        ))
-                    }
-
-                    CellFmtArray::Wrap(wrap) => {
-                        CellFmtArray::Wrap(self.set_cell_formats_for_type::<CellWrap>(
-                            &region,
-                            wrap,
-                            Some(&mut summary.cell_sheets_modified),
-                        ))
-                    }
-                    CellFmtArray::NumericFormat(num_fmt) => CellFmtArray::NumericFormat(
-                        self.set_cell_formats_for_type::<NumericFormat>(
-                            &region,
-                            num_fmt,
-                            Some(&mut summary.cell_sheets_modified),
-                        ),
-                    ),
-                    CellFmtArray::NumericDecimals(num_decimals) => CellFmtArray::NumericDecimals(
-                        self.set_cell_formats_for_type::<NumericDecimals>(
-                            &region,
-                            num_decimals,
-                            Some(&mut summary.cell_sheets_modified),
-                        ),
-                    ),
-                    CellFmtArray::NumericCommas(num_commas) => CellFmtArray::NumericCommas(
-                        self.set_cell_formats_for_type::<NumericCommas>(
-                            &region,
-                            num_commas,
-                            Some(&mut summary.cell_sheets_modified),
-                        ),
-                    ),
-                    CellFmtArray::Bold(bold) => {
-                        CellFmtArray::Bold(self.set_cell_formats_for_type::<Bold>(
-                            &region,
-                            bold,
-                            Some(&mut summary.cell_sheets_modified),
-                        ))
-                    }
-                    CellFmtArray::Italic(italic) => {
-                        CellFmtArray::Italic(self.set_cell_formats_for_type::<Italic>(
-                            &region,
-                            italic,
-                            Some(&mut summary.cell_sheets_modified),
-                        ))
-                    }
-                    CellFmtArray::TextColor(text_color) => {
-                        CellFmtArray::TextColor(self.set_cell_formats_for_type::<TextColor>(
-                            &region,
-                            text_color,
-                            Some(&mut summary.cell_sheets_modified),
-                        ))
-                    }
-                    CellFmtArray::FillColor(fill_color) => {
-                        summary.fill_sheets_modified.push(region.sheet);
-                        CellFmtArray::FillColor(
-                            self.set_cell_formats_for_type::<FillColor>(&region, fill_color, None),
-                        )
-                    }
-                    CellFmtArray::RenderSize(output_size) => {
-                        summary.html.insert(region.sheet);
-                        CellFmtArray::RenderSize(self.set_cell_formats_for_type::<RenderSize>(
-                            &region,
-                            output_size,
-                            None,
-                        ))
-                    }
-                };
-                reverse_operations.push(Operation::SetCellFormats {
-                    region,
-                    attr: old_attr,
-                });
-            }
-            Operation::SetBorders { region, borders } => {
-                sheets_with_changed_bounds.insert(region.sheet);
-                summary.border_sheets_modified.push(region.sheet);
-                summary.generate_thumbnail =
-                    summary.generate_thumbnail || self.thumbnail_dirty_region(&region);
-
-                let sheet = self.grid.sheet_mut_from_id(region.sheet);
-
-                let old_borders = sheet.set_region_borders(&region, borders);
-                reverse_operations.push(Operation::SetBorders {
-                    region,
-                    borders: old_borders,
-                });
-            }
-            Operation::AddSheet { sheet } => {
-                // todo: need to handle the case where sheet.order overlaps another sheet order
-                // this may happen after (1) delete a sheet; (2) MP update w/an added sheet; and (3) undo the deleted sheet
-                let sheet_id = sheet.id;
-                self.grid
-                    .add_sheet(Some(sheet))
-                    .expect("duplicate sheet name");
-                summary.sheet_list_modified = true;
-                summary.html.insert(sheet_id);
-
-                reverse_operations.push(Operation::DeleteSheet { sheet_id });
-            }
-            Operation::DeleteSheet { sheet_id } => {
-                let deleted_sheet = self.grid.remove_sheet(sheet_id);
-                summary.sheet_list_modified = true;
-
-                reverse_operations.push(Operation::AddSheet {
-                    sheet: deleted_sheet,
-                });
-            }
-            Operation::ReorderSheet { target, order } => {
-                let old_first = self.grid.first_sheet_id();
-                let sheet = self.grid.sheet_from_id(target);
-                let original_order = sheet.order.clone();
-                self.grid.move_sheet(target, order);
-                summary.sheet_list_modified = true;
-
-                if old_first != self.grid.first_sheet_id() {
-                    summary.generate_thumbnail = true;
-                }
-
-                reverse_operations.push(Operation::ReorderSheet {
-                    target,
-                    order: original_order,
-                });
-            }
-            Operation::SetSheetName { sheet_id, name } => {
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                let old_name = sheet.name.clone();
-                sheet.name = name;
-                summary.sheet_list_modified = true;
-
-                reverse_operations.push(Operation::SetSheetName {
-                    sheet_id,
-                    name: old_name,
-                });
-            }
-            Operation::SetSheetColor { sheet_id, color } => {
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                let old_color = sheet.color.clone();
-                sheet.color = color;
-                summary.sheet_list_modified = true;
-
-                reverse_operations.push(Operation::SetSheetColor {
-                    sheet_id,
-                    color: old_color,
-                });
-            }
-
-            Operation::ResizeColumn {
-                sheet_id,
-                column,
-                new_size,
-            } => {
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                if let Some(x) = sheet.get_column_index(column) {
-                    summary.offsets_modified.push(sheet.id);
-                    let old_size = sheet.offsets.set_column_width(x, new_size);
-                    summary.generate_thumbnail = summary.generate_thumbnail
-                        || self.thumbnail_dirty_pos(sheet_id, Pos { x, y: 0 });
-
-                    reverse_operations.push(Operation::ResizeColumn {
-                        sheet_id,
-                        column,
-                        new_size: old_size,
-                    });
-                }
-            }
-
-            Operation::ResizeRow {
-                sheet_id,
-                row,
-                new_size,
-            } => {
-                let sheet = self.grid.sheet_mut_from_id(sheet_id);
-                if let Some(y) = sheet.get_row_index(row) {
-                    let old_size = sheet.offsets.set_row_height(y, new_size);
-                    summary.offsets_modified.push(sheet.id);
-                    summary.generate_thumbnail = summary.generate_thumbnail
-                        || self.thumbnail_dirty_pos(sheet_id, Pos { x: 0, y });
-
-                    reverse_operations.push(Operation::ResizeRow {
-                        sheet_id,
-                        row,
-                        new_size: old_size,
-                    });
-                }
-            }
-        };
-        reverse_operations
-    }
-}
-
-#[cfg(test)]
-mod tests {
-    use super::*;
-
-    fn execute(gc: &mut GridController, operation: Operation) {
-        let mut cells_updated = IndexSet::new();
-        let mut cells_to_compute = IndexSet::new();
-        let mut summary = TransactionSummary::default();
-        let mut sheets_with_changed_bounds = HashSet::new();
-        gc.execute_operation(
-            operation,
-            &mut cells_updated,
-            &mut cells_to_compute,
-            &mut summary,
-            &mut sheets_with_changed_bounds,
-            false,
-        );
-    }
-
-    #[test]
-    fn test_execute_operation_set_sheet_color() {
-        let mut gc = GridController::new();
-        let sheet_id = gc.sheet_ids()[0];
-        let color = Some("red".to_string());
-        let operation = Operation::SetSheetColor {
-            sheet_id,
-            color: color.clone(),
-        };
-
-        assert_eq!(
-            format!("{:?}", operation),
-            format!(
-                "SetSheetColor {{ sheet_id: SheetId {{ id: {} }}, color: Some(\"red\") }}",
-                sheet_id
-            )
-        );
-
-        execute(&mut gc, operation);
-        assert_eq!(gc.grid.sheets()[0].color, color);
-    }
-
-    #[test]
-    fn test_execute_operation_resize_column() {
-        let mut gc = GridController::new();
-        let sheet = &mut gc.grid_mut().sheets_mut()[0];
-        let (_, column) = sheet.get_or_create_column(0);
-        let column_id = column.id;
-        let sheet_id = sheet.id;
-        let new_size = 100.0;
-        let operation = Operation::ResizeColumn {
-            sheet_id,
-            column: column_id,
-            new_size,
-        };
-
-        assert_eq!(
-            format!("{:?}", operation),
-            format!(
-                "ResizeColumn {{ sheet_id: SheetId {{ id: {} }}, column: ColumnId {{ id: {} }}, new_size: {:.1} }}",
-                sheet_id, column_id, new_size
-            )
-        );
-
-        execute(&mut gc, operation);
-        let column_width = gc.grid.sheets()[0].offsets.column_width(0);
-        assert_eq!(column_width, new_size);
-    }
-
-    #[test]
-    fn test_execute_operation_resize_row() {
-        let mut gc = GridController::new();
-        let sheet = &mut gc.grid_mut().sheets_mut()[0];
-        let row = sheet.get_or_create_row(0);
-        let row_id = row.id;
-        let sheet_id = sheet.id;
-        let new_size = 100.0;
-        let operation = Operation::ResizeRow {
-            sheet_id,
-            row: row_id,
-            new_size,
-        };
-
-        assert_eq!(
-            format!("{:?}", operation),
-            format!(
-                "ResizeRow {{ sheet_id: SheetId {{ id: {} }}, row: RowId {{ id: {} }}, new_size: {:.1} }}",
-                sheet_id, row_id, new_size
-            )
-        );
-
-        execute(&mut gc, operation);
-        let row_height = gc.grid.sheets()[0].offsets.row_height(0);
-        assert_eq!(row_height, new_size);
-    }
-}
diff --git a/quadratic-core/src/controller/operations/autocomplete.rs b/quadratic-core/src/controller/operations/autocomplete.rs
new file mode 100644
index 0000000000..3e59c79150
--- /dev/null
+++ b/quadratic-core/src/controller/operations/autocomplete.rs
@@ -0,0 +1,649 @@
+use anyhow::{anyhow, Result};
+use itertools::Itertools;
+
+use crate::{
+    controller::GridController,
+    grid::{
+        formatting::CellFmtArray,
+        series::{find_auto_complete, SeriesOptions},
+        SheetId,
+    },
+    util::maybe_reverse_range,
+    Array, CellValue, Pos, Rect, SheetRect,
+};
+
+use super::operation::Operation;
+
+#[derive(PartialEq)]
+pub enum ExpandDirection {
+    Up,
+    Down,
+    Left,
+    Right,
+}
+
+impl GridController {
+    /// Extend and/or shrink the contents of selection to range by inferring patterns.
+    ///
+    /// selection: the range of cells to be expanded
+    ///
+    /// range: the range of cells to expand to
+    ///
+    /// cursor: the cursor position for the undo/redo stack
+    pub fn autocomplete_operations(
+        &mut self,
+        sheet_id: SheetId,
+        selection: Rect,
+        range: Rect,
+    ) -> Result<Vec<Operation>> {
+        let mut selection = selection;
+        let mut operations = vec![];
+        let mut initial_down_range: Option<Rect> = None;
+        let mut initial_up_range: Option<Rect> = None;
+
+        let should_expand_up = range.min.y < selection.min.y;
+        let should_expand_down = range.max.y > selection.max.y;
+        let should_expand_left = range.min.x < selection.min.x;
+        let should_expand_right = range.max.x > selection.max.x;
+
+        let should_shrink_width = range.max.x < selection.max.x;
+        let should_shrink_height = range.max.y < selection.max.y;
+
+        // shrink width, from right to left
+        if should_shrink_width {
+            let delete_range = SheetRect::new_pos_span(
+                (range.max.x + 1, range.min.y).into(),
+                (selection.max.x, selection.max.y).into(),
+                sheet_id,
+            );
+            let ops = self.shrink(delete_range);
+            operations.extend(ops);
+            selection.max.x = range.max.x;
+        }
+
+        // shrink height, from bottom to top
+        if should_shrink_height {
+            let delete_range = SheetRect::new_pos_span(
+                (selection.min.x, range.max.y + 1).into(),
+                (range.max.x, selection.max.y).into(),
+                sheet_id,
+            );
+            let ops = self.shrink(delete_range);
+            operations.extend(ops);
+            selection.max.y = range.max.y;
+        }
+
+        // expand up
+        if should_expand_up {
+            let new_range = Rect::new_span(
+                (selection.min.x, selection.min.y - 1).into(),
+                (selection.max.x, range.min.y).into(),
+            );
+            let ops = self.expand_up(sheet_id, &selection, &new_range)?;
+            operations.extend(ops);
+            initial_up_range = Some(range);
+        }
+
+        // expand down
+        if should_expand_down {
+            let new_range = Rect::new_span(
+                (selection.min.x, selection.max.y + 1).into(),
+                (selection.max.x, range.max.y).into(),
+            );
+            let ops = self.expand_down(sheet_id, &selection, &new_range)?;
+            operations.extend(ops);
+            initial_down_range = Some(range);
+        }
+        // expand left
+        if should_expand_left {
+            let new_range = Rect::new_span(
+                (range.min.x, selection.min.y).into(),
+                (selection.min.x - 1, selection.max.y).into(),
+            );
+
+            let down_range = initial_down_range.map(|initial_down_range| {
+                Rect::new_span(
+                    (initial_down_range.min.x, selection.max.y + 1).into(),
+                    (selection.min.x - 1, initial_down_range.max.y).into(),
+                )
+            });
+
+            let up_range = initial_up_range.map(|initial_up_range| {
+                Rect::new_span(
+                    initial_up_range.min,
+                    (selection.min.x - 1, selection.min.y - 1).into(),
+                )
+            });
+
+            let ops = self.expand_left(sheet_id, &selection, &new_range, down_range, up_range)?;
+            operations.extend(ops);
+        }
+
+        // expand right
+        if should_expand_right {
+            let new_range = Rect::new_span(
+                (selection.max.x + 1, selection.max.y).into(),
+                (range.max.x, selection.max.y).into(),
+            );
+
+            let down_range = initial_down_range.map(|initial_down_range| {
+                Rect::new_span(
+                    (selection.max.x + 1, selection.max.y + 1).into(),
+                    initial_down_range.max,
+                )
+            });
+
+            let up_range = initial_up_range.map(|initial_up_range| {
+                Rect::new_span(
+                    (selection.max.x + 1, initial_up_range.min.y).into(),
+                    (initial_up_range.max.x, selection.min.y - 1).into(),
+                )
+            });
+
+            let ops = self.expand_right(sheet_id, &selection, &new_range, down_range, up_range)?;
+            operations.extend(ops);
+        }
+        Ok(operations)
+    }
+
+    /// Delete cell values and formats in a given range.
+    fn shrink(&mut self, delete_range: SheetRect) -> Vec<Operation> {
+        let mut ops = vec![];
+
+        ops.extend(self.delete_cells_rect_operations(delete_range));
+        ops.extend(self.clear_formatting_operations(delete_range));
+        ops
+    }
+
+    fn expand_right(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+        down_range: Option<Rect>,
+        up_range: Option<Rect>,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let mut values = vec![];
+        let mut formats = vec![];
+        let mut ops = selection
+            .y_range()
+            .map(|y| {
+                let source_row = SheetRect::new_pos_span(
+                    (selection.min.x, y).into(),
+                    (selection.max.x, y).into(),
+                    sheet_id,
+                );
+                let target_row = Rect::new_span((range.min.x, y).into(), (range.max.x, y).into());
+                let format = self.get_all_cell_formats(source_row);
+                let width = selection.width() as usize;
+
+                // for each column, apply the formats to a block (selection.width, y) of new cells
+                range.x_range().step_by(width).for_each(|x| {
+                    let new_x = range.max.x.min(x + width as i64 - 1);
+                    let format_rect =
+                        SheetRect::new_pos_span((x, y).into(), (new_x, y).into(), sheet_id);
+                    format_ops.extend(apply_formats(format_rect, &format));
+                });
+
+                formats.push(format);
+                let (operations, cell_values) = self.apply_auto_complete(
+                    sheet_id,
+                    false,
+                    &source_row.into(),
+                    &target_row,
+                    None,
+                )?;
+                values.extend(cell_values);
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        if let Some(down_range) = down_range {
+            ops.extend(self.expand_up_or_down_from_right(
+                sheet_id,
+                selection,
+                &down_range,
+                &values,
+                range.width() as i64,
+                ExpandDirection::Down,
+            )?);
+        }
+
+        if let Some(up_range) = up_range {
+            ops.extend(self.expand_up_or_down_from_right(
+                sheet_id,
+                selection,
+                &up_range,
+                &values,
+                range.width() as i64,
+                ExpandDirection::Up,
+            )?);
+        }
+
+        ops.extend(format_ops);
+        Ok(ops)
+    }
+
+    fn expand_left(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+        down_range: Option<Rect>,
+        up_range: Option<Rect>,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let mut values = vec![];
+        let mut formats = vec![];
+        let mut ops = selection
+            .y_range()
+            .map(|y| {
+                let source_row = SheetRect::new_pos_span(
+                    (selection.min.x, y).into(),
+                    (selection.max.x, y).into(),
+                    sheet_id,
+                );
+                let target_row = Rect::new_span((range.min.x, y).into(), (range.max.x, y).into());
+                let mut format = self.get_all_cell_formats(source_row);
+                let width = selection.width() as usize;
+
+                // for each column, apply the formats to a block (selection.width, y) of new cells
+                range.x_range().rev().step_by(width).for_each(|x| {
+                    let mut new_x = x - width as i64 + 1;
+
+                    if new_x < range.min.x {
+                        let source_col = SheetRect::new_pos_span(
+                            (selection.min.x + range.min.x - new_x, y).into(),
+                            (selection.max.x, y).into(),
+                            sheet_id,
+                        );
+                        new_x = range.min.x;
+                        format = self.get_all_cell_formats(source_col);
+                    }
+
+                    let format_rect =
+                        SheetRect::new_pos_span((x, y).into(), (new_x, y).into(), sheet_id);
+                    format_ops.extend(apply_formats(format_rect, &format));
+                });
+
+                formats.extend(format);
+                let (operations, cell_values) = self.apply_auto_complete(
+                    sheet_id,
+                    true,
+                    &source_row.into(),
+                    &target_row,
+                    None,
+                )?;
+                values.extend(cell_values);
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        if let Some(down_range) = down_range {
+            ops.extend(self.expand_up_or_down_from_left(
+                sheet_id,
+                selection,
+                &down_range,
+                &values,
+                range.width() as i64,
+                ExpandDirection::Down,
+            )?);
+        }
+
+        if let Some(up_range) = up_range {
+            ops.extend(self.expand_up_or_down_from_left(
+                sheet_id,
+                selection,
+                &up_range,
+                &values,
+                range.width() as i64,
+                ExpandDirection::Up,
+            )?);
+        }
+
+        ops.extend(format_ops);
+        Ok(ops)
+    }
+
+    fn expand_down(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let mut values = vec![];
+        let mut formats = vec![];
+        let mut ops = selection
+            .x_range()
+            .rev()
+            .map(|x| {
+                let source_col = SheetRect::new_pos_span(
+                    (x, selection.min.y).into(),
+                    (x, selection.max.y).into(),
+                    sheet_id,
+                );
+                let target_col =
+                    Rect::new_span((x, selection.max.y + 1).into(), (x, range.max.y).into());
+                let format = self.get_all_cell_formats(source_col);
+                let height = selection.height() as usize;
+
+                // for each row, apply the formats to a block (x, selection.height) of new cells
+                range.y_range().step_by(height).for_each(|y| {
+                    let new_y = range.max.y.min(y + height as i64 - 1);
+                    let format_rect =
+                        SheetRect::new_pos_span((x, y).into(), (x, new_y).into(), sheet_id);
+                    format_ops.extend(apply_formats(format_rect, &format));
+                });
+
+                formats.extend(format);
+                let (operations, cell_values) = self.apply_auto_complete(
+                    sheet_id,
+                    false,
+                    &source_col.into(),
+                    &target_col,
+                    None,
+                )?;
+                values.extend(cell_values);
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        ops.extend(format_ops);
+        Ok(ops)
+    }
+
+    fn expand_up(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let mut values = vec![];
+        let mut formats = vec![];
+        let mut ops = selection
+            .x_range()
+            .map(|x| {
+                let source_col = SheetRect::new_pos_span(
+                    (x, selection.min.y).into(),
+                    (x, selection.max.y).into(),
+                    sheet_id,
+                );
+                let target_col =
+                    Rect::new_span((x, selection.min.y - 1).into(), (x, range.min.y).into());
+                let mut format = self.get_all_cell_formats(source_col);
+                let height = selection.height() as usize;
+
+                // for each row, apply the formats to a block (x, selection.height) of new cells
+                range.y_range().rev().step_by(height).for_each(|y| {
+                    let mut new_y = y - height as i64 + 1;
+
+                    // since the new_y is less than the range min, we need to
+                    // adjust the format since this is ine reverse order
+                    if new_y < range.min.y {
+                        let source_col = SheetRect::new_pos_span(
+                            (x, selection.min.y + range.min.y - new_y).into(),
+                            (x, selection.max.y).into(),
+                            sheet_id,
+                        );
+                        new_y = range.min.y;
+                        format = self.get_all_cell_formats(source_col);
+                    }
+
+                    let format_rect =
+                        SheetRect::new_pos_span((x, y).into(), (x, new_y).into(), sheet_id);
+                    format_ops.extend(apply_formats(format_rect, &format));
+                });
+
+                formats.extend(format);
+                let (operations, cell_values) = self.apply_auto_complete(
+                    sheet_id,
+                    true,
+                    &source_col.into(),
+                    &target_col,
+                    None,
+                )?;
+                values.extend(cell_values);
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        ops.extend(format_ops);
+        Ok(ops)
+    }
+
+    fn expand_up_or_down_from_right(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+        values: &Vec<CellValue>,
+        width: i64,
+        direction: ExpandDirection,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let height = values.len() as i64 / width;
+
+        let mut ops = range
+            .x_range()
+            .enumerate()
+            .map(|(index, x)| {
+                let target_col = Rect::new_span((x, range.min.y).into(), (x, range.max.y).into());
+
+                let vals = (0..height)
+                    .map(|i| {
+                        let array_index = (index as i64 + (i * width)) as usize;
+                        values
+                            .get(array_index)
+                            .unwrap_or(&CellValue::Blank)
+                            .to_owned()
+                    })
+                    .collect::<Vec<_>>();
+
+                let format_x = selection.min.x + (x - selection.min.x) % selection.width() as i64;
+                let format_source_rect = SheetRect::new_pos_span(
+                    (format_x, selection.min.y).into(),
+                    (format_x, selection.max.y).into(),
+                    sheet_id,
+                );
+                let mut format = self.get_all_cell_formats(format_source_rect);
+
+                maybe_reverse_range(range.y_range(), direction == ExpandDirection::Up)
+                    .step_by(height as usize)
+                    .for_each(|y| {
+                        let new_y = if direction == ExpandDirection::Down {
+                            range.max.y.min(y + height - 1)
+                        } else {
+                            // since the new_y is less than the range min, we need to
+                            // adjust the format since this is ine reverse order
+                            let calc_y = y - height + 1;
+                            if calc_y < range.min.y {
+                                let format_source_rect = SheetRect::new_pos_span(
+                                    (format_x, selection.min.y + range.min.y - calc_y).into(),
+                                    (format_x, selection.max.y).into(),
+                                    sheet_id,
+                                );
+                                format = self.get_all_cell_formats(format_source_rect);
+                                range.min.y
+                            } else {
+                                y - height + 1
+                            }
+                        };
+                        let format_rect =
+                            SheetRect::new_pos_span((x, y).into(), (x, new_y).into(), sheet_id);
+                        format_ops.extend(apply_formats(format_rect, &format));
+                    });
+
+                let (operations, _) = self.apply_auto_complete(
+                    sheet_id,
+                    direction == ExpandDirection::Up,
+                    &target_col,
+                    &target_col,
+                    Some(vals),
+                )?;
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        ops.extend(format_ops);
+
+        Ok(ops)
+    }
+
+    fn expand_up_or_down_from_left(
+        &mut self,
+        sheet_id: SheetId,
+        selection: &Rect,
+        range: &Rect,
+        values: &Vec<CellValue>,
+        width: i64,
+        direction: ExpandDirection,
+    ) -> Result<Vec<Operation>> {
+        let mut format_ops = vec![];
+        let height = values.len() as i64 / width;
+
+        let mut ops = range
+            .x_range()
+            .rev()
+            .enumerate()
+            .map(|(index, x)| {
+                let target_col = if direction == ExpandDirection::Down {
+                    Rect::new_span((x, range.min.y).into(), (x, range.max.y).into())
+                } else {
+                    Rect::new_span((x, selection.min.y - 1).into(), (x, range.min.y).into())
+                };
+
+                let vals = (0..height)
+                    .map(|i| {
+                        let array_index = (i * width) + width - index as i64 - 1;
+                        values
+                            .get(array_index as usize)
+                            .unwrap_or(&CellValue::Blank)
+                            .to_owned()
+                    })
+                    .collect::<Vec<_>>();
+
+                let format_x = selection.max.x - (index as i64 % selection.width() as i64);
+                let format_source_rect = SheetRect::new_pos_span(
+                    (format_x, selection.min.y).into(),
+                    (format_x, selection.max.y).into(),
+                    sheet_id,
+                );
+                let mut format = self.get_all_cell_formats(format_source_rect);
+
+                maybe_reverse_range(range.y_range(), direction == ExpandDirection::Up)
+                    .step_by(height as usize)
+                    .for_each(|y| {
+                        let new_y = if direction == ExpandDirection::Down {
+                            range.max.y.min(y + height - 1)
+                        } else {
+                            // since the new_y is less than the range min, we need to
+                            // adjust the format since this is ine reverse order
+                            let calc_y = y - height + 1;
+                            if calc_y < range.min.y {
+                                let format_source_rect = SheetRect::new_pos_span(
+                                    (format_x, selection.min.y + range.min.y - calc_y).into(),
+                                    (format_x, selection.max.y).into(),
+                                    sheet_id,
+                                );
+                                format = self.get_all_cell_formats(format_source_rect);
+                                range.min.y
+                            } else {
+                                y - height + 1
+                            }
+                        };
+
+                        let format_rect =
+                            SheetRect::new_pos_span((x, y).into(), (x, new_y).into(), sheet_id);
+                        format_ops.extend(apply_formats(format_rect, &format));
+                    });
+
+                let (operations, _) = self.apply_auto_complete(
+                    sheet_id,
+                    direction == ExpandDirection::Up,
+                    &target_col,
+                    &target_col,
+                    Some(vals),
+                )?;
+
+                Ok(operations)
+            })
+            .flatten_ok()
+            .collect::<Result<Vec<Operation>>>()?;
+
+        ops.extend(format_ops);
+
+        Ok(ops)
+    }
+
+    /// Gven an array of values, determine if a series exists and if so, apply it.
+    fn apply_auto_complete(
+        &mut self,
+        sheet_id: SheetId,
+        negative: bool,
+        selection: &Rect,
+        range: &Rect,
+        cell_values: Option<Vec<CellValue>>,
+    ) -> Result<(Vec<Operation>, Vec<CellValue>)> {
+        let sheet = self.sheet(sheet_id);
+        let values = if let Some(cell_values) = cell_values {
+            cell_values
+        } else {
+            sheet
+                .cell_values_in_rect(selection)?
+                .into_cell_values_vec()
+                .into_iter()
+                .collect::<Vec<CellValue>>()
+        };
+
+        let series = find_auto_complete(SeriesOptions {
+            series: values,
+            spaces: (range.width() * range.height()) as i32,
+            negative,
+        });
+
+        let values = Array::new_row_major(range.size(), series.to_owned().into())
+            .map_err(|e| anyhow!("Could not create array of size {:?}: {:?}", range.size(), e))?;
+
+        let start_pos = range.min;
+        let end_pos = Pos {
+            x: start_pos.x + values.width() as i64 - 1,
+            y: start_pos.y + values.height() as i64 - 1,
+        };
+        let sheet_rect = SheetRect {
+            min: start_pos,
+            max: end_pos,
+            sheet_id,
+        };
+        let ops = vec![Operation::SetCellValues { sheet_rect, values }];
+
+        Ok((ops, series))
+    }
+}
+
+/// Apply formats to a given region.
+///
+/// TODO(ddimaria): this funcion is sufficiently generic that it could be moved
+/// TODO(ddimaria): we could remove the clones below by modifying the Operation
+/// calls to accept references since they don't mutate the region.
+pub fn apply_formats(sheet_rect: SheetRect, formats: &[CellFmtArray]) -> Vec<Operation> {
+    formats
+        .iter()
+        .map(|format| Operation::SetCellFormats {
+            sheet_rect,
+            attr: format.clone(),
+        })
+        .collect()
+}
diff --git a/quadratic-core/src/controller/operations/borders.rs b/quadratic-core/src/controller/operations/borders.rs
new file mode 100644
index 0000000000..8c12da22da
--- /dev/null
+++ b/quadratic-core/src/controller/operations/borders.rs
@@ -0,0 +1,23 @@
+use crate::{
+    controller::GridController,
+    grid::{generate_borders, BorderSelection, BorderStyle},
+    SheetRect,
+};
+
+use super::operation::Operation;
+
+impl GridController {
+    pub fn set_borders_operations(
+        &mut self,
+        sheet_rect: SheetRect,
+        selections: Vec<BorderSelection>,
+        style: Option<BorderStyle>,
+    ) -> Vec<Operation> {
+        let sheet = self.sheet(sheet_rect.sheet_id);
+        let borders = generate_borders(sheet, &sheet_rect.into(), selections, style);
+        vec![Operation::SetBorders {
+            sheet_rect,
+            borders,
+        }]
+    }
+}
diff --git a/quadratic-core/src/controller/operations/cell_value.rs b/quadratic-core/src/controller/operations/cell_value.rs
new file mode 100644
index 0000000000..8e8d8f3c97
--- /dev/null
+++ b/quadratic-core/src/controller/operations/cell_value.rs
@@ -0,0 +1,118 @@
+use std::str::FromStr;
+
+use bigdecimal::BigDecimal;
+
+use crate::{
+    controller::GridController,
+    grid::{formatting::CellFmtArray, NumericDecimals, NumericFormat, NumericFormatKind},
+    Array, CellValue, RunLengthEncoding, SheetPos, SheetRect,
+};
+
+use super::operation::Operation;
+
+impl GridController {
+    pub fn string_to_cell_value(
+        &mut self,
+        sheet_pos: SheetPos,
+        value: &str,
+    ) -> (Vec<Operation>, CellValue) {
+        let mut ops = vec![];
+        let sheet_rect: SheetRect = sheet_pos.into();
+        let cell_value = if value.is_empty() {
+            CellValue::Blank
+        } else if let Some((currency, number)) = CellValue::unpack_currency(value) {
+            let numeric_format = NumericFormat {
+                kind: NumericFormatKind::Currency,
+                symbol: Some(currency),
+            };
+            ops.push(Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
+                    Some(numeric_format),
+                    1,
+                )),
+            });
+            // only change decimal places if decimals have not been set
+            let sheet = self.grid.sheet_from_id(sheet_pos.sheet_id);
+            if sheet
+                .get_formatting_value::<NumericDecimals>(sheet_pos.into())
+                .is_none()
+            {
+                ops.push(Operation::SetCellFormats {
+                    sheet_rect,
+                    attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(Some(2), 1)),
+                });
+            }
+            CellValue::Number(number)
+        } else if let Ok(bd) = BigDecimal::from_str(value) {
+            CellValue::Number(bd)
+        } else if let Some(percent) = CellValue::unpack_percentage(value) {
+            let numeric_format = NumericFormat {
+                kind: NumericFormatKind::Percentage,
+                symbol: None,
+            };
+            ops.push(Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
+                    Some(numeric_format),
+                    1,
+                )),
+            });
+            CellValue::Number(percent)
+        } else {
+            CellValue::Text(value.into())
+        };
+        (ops, cell_value)
+    }
+
+    pub fn set_cell_value_operations(
+        &mut self,
+        sheet_pos: SheetPos,
+        value: String,
+    ) -> Vec<Operation> {
+        let mut ops = vec![];
+
+        // strip whitespace
+        let value = value.trim();
+
+        // convert the string to a cell value and generate necessary operations
+        let (operations, cell_value) = self.string_to_cell_value(sheet_pos, value);
+        ops.extend(operations);
+
+        ops.push(Operation::SetCellValues {
+            sheet_rect: sheet_pos.into(),
+            values: Array::from(cell_value),
+        });
+        ops
+    }
+
+    /// Generates and returns the set of operations to deleted the values and code in a given region
+    /// Does not commit the operations or create a transaction.
+    pub fn delete_cells_rect_operations(&mut self, sheet_rect: SheetRect) -> Vec<Operation> {
+        let mut ops = vec![];
+        let values = Array::new_empty(sheet_rect.size());
+        ops.push(Operation::SetCellValues { sheet_rect, values });
+
+        let sheet = self.grid.sheet_from_id(sheet_rect.sheet_id);
+
+        // collect all the code cells in the region
+        for pos in sheet.code_cells.keys() {
+            if sheet_rect.contains(pos.to_sheet_pos(sheet_rect.sheet_id)) {
+                ops.push(Operation::SetCellCode {
+                    sheet_pos: pos.to_sheet_pos(sheet_rect.sheet_id),
+                    code_cell_value: None,
+                });
+            }
+        }
+        ops
+    }
+
+    pub fn delete_values_and_formatting_operations(
+        &mut self,
+        sheet_rect: SheetRect,
+    ) -> Vec<Operation> {
+        let mut ops = self.delete_cells_rect_operations(sheet_rect);
+        ops.extend(self.clear_formatting_operations(sheet_rect));
+        ops
+    }
+}
diff --git a/quadratic-core/src/controller/operations/clipboard.rs b/quadratic-core/src/controller/operations/clipboard.rs
new file mode 100644
index 0000000000..51d473f417
--- /dev/null
+++ b/quadratic-core/src/controller/operations/clipboard.rs
@@ -0,0 +1,256 @@
+use super::operation::Operation;
+use crate::{
+    controller::GridController,
+    grid::{
+        formatting::CellFmtArray, generate_borders_full, BorderSelection, CellBorders,
+        CodeCellValue,
+    },
+    Array, ArraySize, CellValue, Pos, SheetPos, SheetRect,
+};
+use anyhow::{Error, Result};
+use regex::Regex;
+use serde::{Deserialize, Serialize};
+
+#[derive(Debug, Serialize, Deserialize)]
+pub struct ClipboardCell {
+    pub value: Option<CellValue>,
+    pub spill: Option<CellValue>,
+}
+
+#[derive(Debug, Serialize, Deserialize)]
+pub struct Clipboard {
+    pub w: u32,
+    pub h: u32,
+    pub cells: Vec<ClipboardCell>,
+    pub formats: Vec<CellFmtArray>,
+    pub borders: Vec<(i64, i64, Option<CellBorders>)>,
+    pub code: Vec<(Pos, CodeCellValue)>,
+}
+
+impl GridController {
+    pub fn cut_to_clipboard_operations(
+        &mut self,
+        sheet_rect: SheetRect,
+    ) -> (Vec<Operation>, String, String) {
+        let copy = self.copy_to_clipboard(sheet_rect);
+        let operations = self.delete_values_and_formatting_operations(sheet_rect);
+        (operations, copy.0, copy.1)
+    }
+
+    fn array_from_clipboard_cells(clipboard: Clipboard) -> Option<Array> {
+        if clipboard.w == 0 && clipboard.h == 0 {
+            return None;
+        }
+
+        let mut array = Array::new_empty(ArraySize::new(clipboard.w, clipboard.h).unwrap());
+        let mut x = 0;
+        let mut y = 0;
+
+        clipboard.cells.iter().for_each(|cell| {
+            let value = cell.value.to_owned().map_or(CellValue::Blank, |v| v);
+            // ignore result errors
+            let _ = array.set(x, y, value);
+
+            x += 1;
+
+            if x == clipboard.w {
+                x = 0;
+                y += 1;
+            }
+        });
+
+        Some(array)
+    }
+
+    fn set_clipboard_cells(&mut self, start_pos: SheetPos, clipboard: Clipboard) -> Vec<Operation> {
+        let mut compute = false;
+        let sheet_rect = SheetRect {
+            min: start_pos.into(),
+            max: Pos {
+                x: start_pos.x + (clipboard.w as i64) - 1,
+                y: start_pos.y + (clipboard.h as i64) - 1,
+            },
+            sheet_id: start_pos.sheet_id,
+        };
+        let formats = clipboard.formats.clone();
+        let borders = clipboard.borders.clone();
+        let code = clipboard.code.clone();
+
+        let mut ops = vec![];
+        let values = GridController::array_from_clipboard_cells(clipboard);
+        if let Some(values) = values {
+            ops.push(Operation::SetCellValues { sheet_rect, values });
+            compute = true;
+        }
+
+        let sheet = self.grid.sheet_mut_from_id(start_pos.sheet_id);
+
+        // remove any overlapping code cells (which will automatically set the reverse operations)
+        for x in sheet_rect.x_range() {
+            for y in sheet_rect.y_range() {
+                let pos = Pos { x, y };
+                if let Some(_code_cell) = sheet.get_code_cell(pos) {
+                    // no need to clear code cells that are being pasted
+                    if !code.iter().any(|(code_pos, _)| {
+                        Pos {
+                            x: code_pos.x + start_pos.x,
+                            y: code_pos.y + start_pos.y,
+                        } == pos
+                    }) {
+                        ops.push(Operation::SetCellCode {
+                            sheet_pos: pos.to_sheet_pos(start_pos.sheet_id),
+                            code_cell_value: None,
+                        });
+                        compute = true;
+                    }
+                }
+            }
+        }
+
+        // add copied code cells to the sheet
+        code.iter().for_each(|entry| {
+            let sheet_pos = SheetPos {
+                x: entry.0.x + start_pos.x,
+                y: entry.0.y + start_pos.y,
+                sheet_id: start_pos.sheet_id,
+            };
+            ops.push(Operation::SetCellCode {
+                sheet_pos,
+                code_cell_value: Some(entry.1.clone()),
+            });
+            compute = true;
+        });
+
+        formats.iter().for_each(|format| {
+            ops.push(Operation::SetCellFormats {
+                sheet_rect,
+                attr: format.clone(),
+            });
+        });
+
+        // add borders to the sheet
+        borders.iter().for_each(|(x, y, cell_borders)| {
+            if let Some(cell_borders) = cell_borders {
+                let mut border_selections = vec![];
+                let mut border_styles = vec![];
+                let sheet_rect: SheetRect = SheetPos {
+                    sheet_id: sheet.id,
+                    x: *x + start_pos.x,
+                    y: *y + start_pos.y,
+                }
+                .into();
+
+                cell_borders
+                    .borders
+                    .iter()
+                    .enumerate()
+                    .for_each(|(index, border_style)| {
+                        if let Some(border_style) = border_style.to_owned() {
+                            let border_selection = match index {
+                                0 => BorderSelection::Left,
+                                1 => BorderSelection::Top,
+                                2 => BorderSelection::Right,
+                                3 => BorderSelection::Bottom,
+                                _ => BorderSelection::Clear,
+                            };
+                            border_selections.push(border_selection);
+                            border_styles.push(Some(border_style));
+                        }
+                    });
+
+                let borders = generate_borders_full(
+                    sheet,
+                    &sheet_rect.into(),
+                    border_selections,
+                    border_styles,
+                );
+                ops.push(Operation::SetBorders {
+                    sheet_rect,
+                    borders,
+                });
+            }
+        });
+        ops
+    }
+
+    pub fn paste_plain_text_operations(
+        &mut self,
+        start_pos: SheetPos,
+        clipboard: String,
+    ) -> Vec<Operation> {
+        let lines: Vec<&str> = clipboard.split('\n').collect();
+
+        let mut ops = vec![];
+
+        let cell_values = lines
+            .iter()
+            .enumerate()
+            .map(|(x, line)| {
+                line.split('\t')
+                    .enumerate()
+                    .map(|(y, value)| {
+                        let (operations, cell_value) = self.string_to_cell_value(
+                            SheetPos {
+                                x: start_pos.x + x as i64,
+                                y: start_pos.y + y as i64,
+                                sheet_id: start_pos.sheet_id,
+                            },
+                            value,
+                        );
+                        ops.extend(operations);
+                        cell_value
+                    })
+                    .collect::<Vec<CellValue>>()
+            })
+            .collect::<Vec<Vec<CellValue>>>();
+
+        let array = Array::from(cell_values);
+        let sheet_rect = SheetRect::new_pos_span(
+            start_pos.into(),
+            (
+                start_pos.x + array.width() as i64 - 1,
+                start_pos.y + array.height() as i64 - 1,
+            )
+                .into(),
+            start_pos.sheet_id,
+        );
+        ops.push(Operation::SetCellValues {
+            sheet_rect,
+            values: array,
+        });
+
+        ops
+    }
+
+    // todo: parse table structure to provide better pasting experience from other spreadsheets
+    pub fn paste_html_operations(
+        &mut self,
+        sheet_pos: SheetPos,
+        html: String,
+    ) -> Result<Vec<Operation>> {
+        // use regex to find data-quadratic
+        match Regex::new(r#"data-quadratic="(.*)"><tbody"#) {
+            Err(_) => Err(Error::msg("Regex creation error")),
+            Ok(re) => {
+                let Some(data) = re.captures(&html) else {
+                    return Err(Error::msg("Regex capture error"));
+                };
+                let result = &data.get(1).map_or("", |m| m.as_str());
+
+                // decode html in attribute
+                let unencoded = htmlescape::decode_html(result);
+                if unencoded.is_err() {
+                    return Err(Error::msg("Html decode error"));
+                }
+
+                // parse into Clipboard
+                let parsed = serde_json::from_str::<Clipboard>(&unencoded.unwrap());
+                if parsed.is_err() {
+                    return Err(Error::msg("Clipboard parse error"));
+                }
+                let clipboard = parsed.unwrap();
+                Ok(self.set_clipboard_cells(sheet_pos, clipboard))
+            }
+        }
+    }
+}
diff --git a/quadratic-core/src/controller/operations/code_cell.rs b/quadratic-core/src/controller/operations/code_cell.rs
new file mode 100644
index 0000000000..11f5f89e50
--- /dev/null
+++ b/quadratic-core/src/controller/operations/code_cell.rs
@@ -0,0 +1,41 @@
+use crate::{
+    controller::GridController,
+    grid::{CodeCellLanguage, CodeCellValue},
+    util::date_string,
+    Array, CellValue, SheetPos, SheetRect,
+};
+
+use super::operation::Operation;
+
+impl GridController {
+    pub fn set_cell_code_operations(
+        &mut self,
+        sheet_pos: SheetPos,
+        language: CodeCellLanguage,
+        code_string: String,
+    ) -> Vec<Operation> {
+        let sheet = self.grid.sheet_mut_from_id(sheet_pos.sheet_id);
+        let mut ops = vec![];
+
+        // remove any values that were originally over the code cell
+        if sheet.get_cell_value_only(sheet_pos.into()).is_some() {
+            ops.push(Operation::SetCellValues {
+                sheet_rect: SheetRect::from(sheet_pos),
+                values: Array::from(CellValue::Blank),
+            });
+        }
+
+        ops.push(Operation::SetCellCode {
+            sheet_pos,
+            code_cell_value: Some(CodeCellValue {
+                language,
+                code_string,
+                formatted_code_string: None,
+                output: None,
+                last_modified: date_string(),
+            }),
+        });
+
+        ops
+    }
+}
diff --git a/quadratic-core/src/controller/operations/formatting.rs b/quadratic-core/src/controller/operations/formatting.rs
new file mode 100644
index 0000000000..9167d0d906
--- /dev/null
+++ b/quadratic-core/src/controller/operations/formatting.rs
@@ -0,0 +1,168 @@
+use crate::{
+    controller::GridController,
+    grid::{
+        formatting::CellFmtArray, generate_borders, BorderSelection, NumericCommas, NumericFormat,
+        NumericFormatKind,
+    },
+    RunLengthEncoding, SheetPos, SheetRect,
+};
+
+use super::operation::Operation;
+
+impl GridController {
+    pub fn set_currency_operations(
+        &mut self,
+        sheet_rect: &SheetRect,
+        symbol: Option<String>,
+    ) -> Vec<Operation> {
+        vec![
+            Operation::SetCellFormats {
+                sheet_rect: *sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
+                    Some(NumericFormat {
+                        kind: NumericFormatKind::Currency,
+                        symbol,
+                    }),
+                    sheet_rect.len(),
+                )),
+            },
+            // todo: this should not set the decimals
+            // default for currency should be 2 but we should not actually change it
+            Operation::SetCellFormats {
+                sheet_rect: *sheet_rect,
+                attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(
+                    Some(2),
+                    sheet_rect.len(),
+                )),
+            },
+        ]
+    }
+
+    /// Sets NumericFormat and NumericDecimals to None
+    pub fn remove_number_formatting_operations(
+        &mut self,
+        sheet_rect: &SheetRect,
+    ) -> Vec<Operation> {
+        vec![
+            Operation::SetCellFormats {
+                sheet_rect: *sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
+                    None,
+                    sheet_rect.len(),
+                )),
+            },
+            Operation::SetCellFormats {
+                sheet_rect: *sheet_rect,
+                attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(
+                    None,
+                    sheet_rect.len(),
+                )),
+            },
+            Operation::SetCellFormats {
+                sheet_rect: *sheet_rect,
+                attr: CellFmtArray::NumericCommas(RunLengthEncoding::repeat(
+                    None,
+                    sheet_rect.len(),
+                )),
+            },
+        ]
+    }
+
+    pub fn change_decimal_places_operations(
+        &mut self,
+        source: SheetPos,
+        sheet_rect: SheetRect,
+        delta: isize,
+    ) -> Vec<Operation> {
+        let sheet = self.sheet(source.sheet_id);
+        let is_percentage =
+            sheet.cell_numeric_format_kind(source.into()) == Some(NumericFormatKind::Percentage);
+        let decimals = sheet
+            .decimal_places(source.into(), is_percentage)
+            .unwrap_or(0);
+        if decimals + (delta as i16) < 0 {
+            return vec![];
+        }
+        let numeric_decimals = Some(decimals + delta as i16);
+        vec![Operation::SetCellFormats {
+            sheet_rect,
+            attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(
+                numeric_decimals,
+                sheet_rect.len(),
+            )),
+        }]
+    }
+
+    pub fn toggle_commas_operations(
+        &mut self,
+        source: SheetPos,
+        sheet_rect: SheetRect,
+    ) -> Vec<Operation> {
+        let sheet = self.sheet(source.sheet_id);
+        let commas =
+            if let Some(commas) = sheet.get_formatting_value::<NumericCommas>(source.into()) {
+                !commas
+            } else {
+                true
+            };
+        vec![Operation::SetCellFormats {
+            sheet_rect,
+            attr: CellFmtArray::NumericCommas(RunLengthEncoding::repeat(
+                Some(commas),
+                sheet_rect.len(),
+            )),
+        }]
+    }
+
+    pub fn clear_formatting_operations(&mut self, sheet_rect: SheetRect) -> Vec<Operation> {
+        let len = sheet_rect.size().len();
+        let mut ops = vec![
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::Align(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::Wrap(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::Bold(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::Italic(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::TextColor(RunLengthEncoding::repeat(None, len)),
+            },
+            Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::FillColor(RunLengthEncoding::repeat(None, len)),
+            },
+        ];
+
+        // clear borders
+        let sheet = self.grid.sheet_from_id(sheet_rect.sheet_id);
+        let borders = generate_borders(
+            sheet,
+            &sheet_rect.into(),
+            vec![BorderSelection::Clear],
+            None,
+        );
+        ops.push(Operation::SetBorders {
+            sheet_rect,
+            borders,
+        });
+        ops
+    }
+}
diff --git a/quadratic-core/src/controller/operations/import.rs b/quadratic-core/src/controller/operations/import.rs
new file mode 100644
index 0000000000..15472841c8
--- /dev/null
+++ b/quadratic-core/src/controller/operations/import.rs
@@ -0,0 +1,68 @@
+use anyhow::{anyhow, bail, Result};
+
+use crate::{controller::GridController, grid::SheetId, Array, CellValue, Pos, SheetRect};
+
+use super::operation::Operation;
+
+impl GridController {
+    /// Imports a CSV file into the grid.
+    pub fn import_csv_operations(
+        &mut self,
+        sheet_id: SheetId,
+        file: &[u8],
+        file_name: &str,
+        insert_at: Pos,
+    ) -> Result<Vec<Operation>> {
+        let error = |message: String| anyhow!("Error parsing CSV file {}: {}", file_name, message);
+        let width = csv::ReaderBuilder::new().from_reader(file).headers()?.len() as u32;
+
+        if width == 0 {
+            bail!("empty files cannot be processed");
+        }
+
+        let mut reader = csv::ReaderBuilder::new()
+            .has_headers(false)
+            .from_reader(file);
+
+        let mut ops = vec![] as Vec<Operation>;
+
+        let cell_values = reader
+            .records()
+            .enumerate()
+            .flat_map(|(row, record)| {
+                // convert the record into a vector of Operations
+                record
+                    .map_err(|e| error(format!("line {}: {}", row + 1, e)))?
+                    .iter()
+                    .enumerate()
+                    .map(|(col, value)| {
+                        let (operations, cell_value) = self.string_to_cell_value(
+                            (insert_at.x + col as i64, insert_at.y + row as i64, sheet_id).into(),
+                            value,
+                        );
+                        ops.extend(operations);
+                        Ok(cell_value)
+                    })
+                    .collect::<Result<Vec<CellValue>>>()
+            })
+            .collect::<Vec<Vec<CellValue>>>();
+
+        let array = Array::from(cell_values);
+
+        let sheet_rect = SheetRect::new_pos_span(
+            insert_at,
+            (
+                insert_at.x + array.width() as i64 - 1,
+                insert_at.y + array.height() as i64 - 1,
+            )
+                .into(),
+            sheet_id,
+        );
+
+        ops.push(Operation::SetCellValues {
+            sheet_rect,
+            values: array,
+        });
+        Ok(ops)
+    }
+}
diff --git a/quadratic-core/src/controller/operations/mod.rs b/quadratic-core/src/controller/operations/mod.rs
new file mode 100644
index 0000000000..5ec5786b2c
--- /dev/null
+++ b/quadratic-core/src/controller/operations/mod.rs
@@ -0,0 +1,13 @@
+pub mod autocomplete;
+/// This module manages all Operations for GridController.
+/// Functions within this directory should create Operations but should not execute them.
+/// Only execute_operations should change the Grid.
+///
+pub mod borders;
+pub mod cell_value;
+pub mod clipboard;
+pub mod code_cell;
+pub mod formatting;
+pub mod import;
+pub mod operation;
+pub mod sheets;
diff --git a/quadratic-core/src/controller/operation.rs b/quadratic-core/src/controller/operations/operation.rs
similarity index 90%
rename from quadratic-core/src/controller/operation.rs
rename to quadratic-core/src/controller/operations/operation.rs
index e6f5b9f483..1dcf685660 100644
--- a/quadratic-core/src/controller/operation.rs
+++ b/quadratic-core/src/controller/operations/operation.rs
@@ -2,24 +2,22 @@ use core::fmt;
 use serde::{Deserialize, Serialize};
 
 use crate::{
-    grid::{CellRef, CodeCellValue, ColumnId, RegionRef, RowId, Sheet, SheetBorders, SheetId},
-    Array,
+    grid::{formatting::CellFmtArray, CodeCellValue, Sheet, SheetBorders, SheetId},
+    Array, SheetPos, SheetRect,
 };
 
-use super::formatting::CellFmtArray;
-
 #[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
 pub enum Operation {
     SetCellValues {
-        region: RegionRef,
+        sheet_rect: SheetRect,
         values: Array,
     },
     SetCellCode {
-        cell_ref: CellRef,
+        sheet_pos: SheetPos,
         code_cell_value: Option<CodeCellValue>,
     },
     SetCellFormats {
-        region: RegionRef,
+        sheet_rect: SheetRect,
         attr: CellFmtArray,
     },
     AddSheet {
@@ -29,7 +27,7 @@ pub enum Operation {
         sheet_id: SheetId,
     },
     SetBorders {
-        region: RegionRef,
+        sheet_rect: SheetRect,
         borders: SheetBorders,
     },
     SetSheetName {
@@ -46,12 +44,12 @@ pub enum Operation {
     },
     ResizeColumn {
         sheet_id: SheetId,
-        column: ColumnId,
+        column: i64,
         new_size: f64,
     },
     ResizeRow {
         sheet_id: SheetId,
-        row: RowId,
+        row: i64,
         new_size: f64,
     },
 }
diff --git a/quadratic-core/src/controller/operations/sheets.rs b/quadratic-core/src/controller/operations/sheets.rs
new file mode 100644
index 0000000000..9fd7b1c32b
--- /dev/null
+++ b/quadratic-core/src/controller/operations/sheets.rs
@@ -0,0 +1,88 @@
+use itertools::Itertools;
+use lexicon_fractional_index::key_between;
+
+use crate::{
+    controller::GridController,
+    grid::{Sheet, SheetId},
+};
+
+use super::operation::Operation;
+
+impl GridController {
+    pub fn set_sheet_name_operations(&mut self, sheet_id: SheetId, name: String) -> Vec<Operation> {
+        vec![Operation::SetSheetName { sheet_id, name }]
+    }
+
+    pub fn set_sheet_color_operations(
+        &mut self,
+        sheet_id: SheetId,
+        color: Option<String>,
+    ) -> Vec<Operation> {
+        vec![Operation::SetSheetColor { sheet_id, color }]
+    }
+
+    pub fn add_sheet_operations(&mut self) -> Vec<Operation> {
+        let sheet_names = &self
+            .grid
+            .sheets()
+            .iter()
+            .map(|s| s.name.as_str())
+            .collect_vec();
+
+        let id = SheetId::new();
+        let name = crate::util::unused_name("Sheet", sheet_names);
+        let order = self.grid.end_order();
+        let sheet = Sheet::new(id, name, order);
+        vec![Operation::AddSheet { sheet }]
+    }
+
+    pub fn delete_sheet_operations(&mut self, sheet_id: SheetId) -> Vec<Operation> {
+        let mut operations = vec![Operation::DeleteSheet { sheet_id }];
+        if self.sheet_ids().len() == 1 {
+            let id = SheetId::new();
+            let name = String::from("Sheet 1");
+            let order = self.grid.end_order();
+            let sheet = Sheet::new(id, name, order);
+            operations.push(Operation::AddSheet { sheet });
+        }
+        operations
+    }
+
+    pub fn move_sheet_operations(
+        &mut self,
+        sheet_id: SheetId,
+        to_before: Option<SheetId>,
+    ) -> Vec<Operation> {
+        // treat to_before as None if to_before's sheet no longer exists
+        let sheet_no_longer_exists = !self.grid.sheet_has_id(to_before);
+        let order = match (to_before, sheet_no_longer_exists) {
+            (None, true) => {
+                let last_order = self.grid.sheets().last().map(|last| last.order.clone());
+                key_between(&last_order, &None).unwrap()
+            }
+            (Some(to_before), false) => {
+                let after_sheet = self.grid.sheet_from_id(to_before);
+                let before = self.grid.previous_sheet_order(after_sheet.id);
+                key_between(&before, &Some(after_sheet.order.clone())).unwrap()
+            }
+            _ => unreachable!("to_before should be None or Some"),
+        };
+
+        vec![Operation::ReorderSheet {
+            target: sheet_id,
+            order,
+        }]
+    }
+
+    pub fn duplicate_sheet_operations(&mut self, sheet_id: SheetId) -> Vec<Operation> {
+        let source = self.grid.sheet_from_id(sheet_id);
+        let mut new_sheet = self.sheet(sheet_id).clone();
+        new_sheet.id = SheetId::new();
+        new_sheet.name = format!("{} Copy", new_sheet.name);
+        let right = self.grid.next_sheet(sheet_id);
+        let right_order = right.map(|right| right.order.clone());
+        new_sheet.order = key_between(&Some(source.order.clone()), &right_order).unwrap();
+
+        vec![Operation::AddSheet { sheet: new_sheet }]
+    }
+}
diff --git a/quadratic-core/src/controller/sheet_offsets.rs b/quadratic-core/src/controller/sheet_offsets.rs
index e6bbb24970..40a9d2275a 100644
--- a/quadratic-core/src/controller/sheet_offsets.rs
+++ b/quadratic-core/src/controller/sheet_offsets.rs
@@ -1,9 +1,9 @@
 use crate::{grid::SheetId, sheet_offsets::resize_transient::TransientResize};
 
 use super::{
-    operation::Operation, transaction_summary::TransactionSummary, transactions::TransactionType,
-    GridController,
+    operations::operation::Operation, transaction_summary::TransactionSummary, GridController,
 };
+use crate::controller::execution::TransactionType;
 
 impl GridController {
     /// Commits a transient resize from a local version of SheetOffsets.
@@ -17,24 +17,21 @@ impl GridController {
         cursor: Option<String>,
     ) -> TransactionSummary {
         if let Some(transient_resize) = transient_resize {
-            let sheet = self.grid.sheet_mut_from_id(sheet_id);
             let mut ops = vec![];
             if let Some(column) = transient_resize.column {
-                let (column, _) = sheet.get_or_create_column(column);
                 ops.push(Operation::ResizeColumn {
                     sheet_id,
-                    column: column.id,
+                    column,
                     new_size: transient_resize.new_size,
                 });
             } else if let Some(row) = transient_resize.row {
-                let row = sheet.get_or_create_row(row);
                 ops.push(Operation::ResizeRow {
                     sheet_id,
-                    row: row.id,
+                    row,
                     new_size: transient_resize.new_size,
                 });
             }
-            self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+            self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
         } else {
             TransactionSummary::default()
         }
diff --git a/quadratic-core/src/controller/sheets.rs b/quadratic-core/src/controller/sheets.rs
index 17a8b10c60..1bbf22eb59 100644
--- a/quadratic-core/src/controller/sheets.rs
+++ b/quadratic-core/src/controller/sheets.rs
@@ -1,13 +1,6 @@
-use itertools::Itertools;
-use lexicon_fractional_index::key_between;
-
+use super::GridController;
 use crate::grid::{Sheet, SheetId};
 
-use super::{
-    operation::Operation, transaction_summary::TransactionSummary, transactions::TransactionType,
-    GridController,
-};
-
 impl GridController {
     pub fn sheet_ids(&self) -> Vec<SheetId> {
         self.grid.sheets().iter().map(|sheet| sheet.id).collect()
@@ -15,189 +8,4 @@ impl GridController {
     pub fn sheet(&self, sheet_id: SheetId) -> &Sheet {
         self.grid.sheet_from_id(sheet_id)
     }
-
-    pub fn set_sheet_name(
-        &mut self,
-        sheet_id: SheetId,
-        name: String,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let operations = vec![Operation::SetSheetName { sheet_id, name }];
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-
-    pub fn set_sheet_color(
-        &mut self,
-        sheet_id: SheetId,
-        color: Option<String>,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let operations = vec![Operation::SetSheetColor { sheet_id, color }];
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-
-    pub fn add_sheet(&mut self, cursor: Option<String>) -> TransactionSummary {
-        let sheet_names = &self
-            .grid
-            .sheets()
-            .iter()
-            .map(|s| s.name.as_str())
-            .collect_vec();
-
-        let id = SheetId::new();
-        let name = crate::util::unused_name("Sheet", sheet_names);
-        let order = self.grid.end_order();
-        let sheet = Sheet::new(id, name, order);
-        let operations = vec![Operation::AddSheet { sheet }];
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-    pub fn delete_sheet(
-        &mut self,
-        sheet_id: SheetId,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let mut operations = vec![Operation::DeleteSheet { sheet_id }];
-        if self.sheet_ids().len() == 1 {
-            let id = SheetId::new();
-            let name = String::from("Sheet 1");
-            let order = self.grid.end_order();
-            let sheet = Sheet::new(id, name, order);
-            operations.push(Operation::AddSheet { sheet });
-        }
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-    pub fn move_sheet(
-        &mut self,
-        sheet_id: SheetId,
-        to_before: Option<SheetId>,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        // treat to_before as None if to_before's sheet no longer exists
-        let sheet_no_longer_exists = !self.grid.sheet_has_id(to_before);
-        let order = match (to_before, sheet_no_longer_exists) {
-            (None, true) => {
-                let last_order = self.grid.sheets().last().map(|last| last.order.clone());
-                key_between(&last_order, &None).unwrap()
-            }
-            (Some(to_before), false) => {
-                let after_sheet = self.grid.sheet_from_id(to_before);
-                let before = self.grid.previous_sheet_order(after_sheet.id);
-                key_between(&before, &Some(after_sheet.order.clone())).unwrap()
-            }
-            _ => unreachable!("to_before should be None or Some"),
-        };
-
-        let operations = vec![Operation::ReorderSheet {
-            target: sheet_id,
-            order,
-        }];
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-    pub fn duplicate_sheet(
-        &mut self,
-        sheet_id: SheetId,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let source = self.grid.sheet_from_id(sheet_id);
-        let mut new_sheet = self.sheet(sheet_id).clone();
-        new_sheet.id = SheetId::new();
-        new_sheet.name = format!("{} Copy", new_sheet.name);
-        let right = self.grid.next_sheet(sheet_id);
-        let right_order = right.map(|right| right.order.clone());
-        new_sheet.order = key_between(&Some(source.order.clone()), &right_order).unwrap();
-        let operations = vec![Operation::AddSheet { sheet: new_sheet }];
-        self.set_in_progress_transaction(operations, cursor, false, TransactionType::Normal)
-    }
-}
-
-#[cfg(test)]
-mod test {
-    use crate::{controller::GridController, grid::SheetId};
-
-    #[test]
-    fn test_add_delete_reorder_sheets() {
-        let mut g = GridController::new();
-        g.add_sheet(None);
-        g.add_sheet(None);
-        let old_sheet_ids = g.sheet_ids();
-        let s1 = old_sheet_ids[0];
-        let s2 = old_sheet_ids[1];
-        let s3 = old_sheet_ids[2];
-
-        fn test_reorder(
-            g: &mut GridController,
-            a: SheetId,
-            b: Option<SheetId>,
-            expected: [SheetId; 3],
-            old_sheet_ids: &Vec<SheetId>,
-        ) {
-            g.move_sheet(a, b, None);
-            assert_eq!(expected.to_vec(), g.sheet_ids());
-            g.undo(None);
-            assert_eq!(*old_sheet_ids, g.sheet_ids());
-        }
-
-        test_reorder(&mut g, s1, Some(s2), [s1, s2, s3], &old_sheet_ids);
-        test_reorder(&mut g, s1, Some(s3), [s2, s1, s3], &old_sheet_ids);
-        test_reorder(&mut g, s1, None, [s2, s3, s1], &old_sheet_ids);
-        test_reorder(&mut g, s2, Some(s1), [s2, s1, s3], &old_sheet_ids);
-        test_reorder(&mut g, s2, Some(s3), [s1, s2, s3], &old_sheet_ids);
-        test_reorder(&mut g, s2, None, [s1, s3, s2], &old_sheet_ids);
-        test_reorder(&mut g, s3, Some(s1), [s3, s1, s2], &old_sheet_ids);
-        test_reorder(&mut g, s3, Some(s2), [s1, s3, s2], &old_sheet_ids);
-        test_reorder(&mut g, s3, None, [s1, s2, s3], &old_sheet_ids);
-
-        fn test_delete(
-            g: &mut GridController,
-            a: SheetId,
-            expected: [SheetId; 2],
-            old_sheet_ids: &Vec<SheetId>,
-        ) {
-            g.delete_sheet(a, None);
-            assert_eq!(expected.to_vec(), g.sheet_ids());
-            g.undo(None);
-            assert_eq!(*old_sheet_ids, g.sheet_ids());
-        }
-
-        test_delete(&mut g, s1, [s2, s3], &old_sheet_ids);
-        test_delete(&mut g, s2, [s1, s3], &old_sheet_ids);
-        test_delete(&mut g, s3, [s1, s2], &old_sheet_ids);
-    }
-
-    #[test]
-    fn test_duplicate_sheet() {
-        let mut g = GridController::new();
-        let old_sheet_ids = g.sheet_ids();
-        let s1 = old_sheet_ids[0];
-
-        g.set_sheet_name(s1, String::from("Nice Name"), None);
-        g.duplicate_sheet(s1, None);
-        let sheet_ids = g.sheet_ids();
-        let s2 = sheet_ids[1];
-
-        let sheet1 = g.sheet(s1);
-        let sheet2 = g.sheet(s2);
-
-        assert_eq!(sheet2.name, format!("{} Copy", sheet1.name));
-    }
-
-    #[test]
-    fn test_delete_last_sheet() {
-        let mut g = GridController::new();
-        let sheet_ids = g.sheet_ids();
-        let first_sheet_id = sheet_ids[0];
-
-        g.delete_sheet(first_sheet_id, None);
-        let new_sheet_ids = g.sheet_ids();
-        assert_eq!(new_sheet_ids.len(), 1);
-        assert_ne!(new_sheet_ids[0], sheet_ids[0]);
-
-        g.undo(None);
-        let new_sheet_ids_2 = g.sheet_ids();
-        assert_eq!(sheet_ids[0], new_sheet_ids_2[0]);
-
-        g.redo(None);
-        let new_sheet_ids_3 = g.sheet_ids();
-        assert_eq!(new_sheet_ids[0], new_sheet_ids_3[0]);
-    }
 }
diff --git a/quadratic-core/src/controller/spills.rs b/quadratic-core/src/controller/spills.rs
index 6662377a06..8391627c6d 100644
--- a/quadratic-core/src/controller/spills.rs
+++ b/quadratic-core/src/controller/spills.rs
@@ -1,36 +1,18 @@
-use indexmap::IndexSet;
-
-use crate::{
-    controller::{
-        transaction_summary::TransactionSummary, update_code_cell_value::update_code_cell_value,
-        GridController,
-    },
-    grid::CellRef,
-};
-
-use super::operation::Operation;
+use crate::{controller::GridController, SheetPos};
 
 impl GridController {
-    pub fn check_spill(
-        &mut self,
-        cell_ref: CellRef,
-        cells_to_compute: &mut IndexSet<CellRef>,
-        summary: &mut TransactionSummary,
-        reverse_operations: &mut Vec<Operation>,
-    ) {
+    /// Checks whether a spill exists
+    pub fn check_spill(&mut self, sheet_pos: SheetPos) {
+        let sheet_id = sheet_pos.sheet_id;
         // check if the addition of a cell causes a spill error
-        let sheet = self.grid.sheet_from_id(cell_ref.sheet);
-        if let Some(code_cell_ref) = sheet.get_spill(cell_ref) {
-            if code_cell_ref != cell_ref {
-                if let Some(code_cell) = sheet.get_code_cell_from_ref(code_cell_ref) {
+        let sheet = self.grid.sheet_from_id(sheet_id);
+        if let Some(code_cell_pos) = sheet.get_spill(sheet_pos.into()) {
+            if code_cell_pos != sheet_pos.into() {
+                if let Some(code_cell) = sheet.get_code_cell(code_cell_pos) {
                     if !code_cell.has_spill_error() {
-                        update_code_cell_value(
-                            self,
-                            code_cell_ref,
+                        self.update_code_cell_value(
+                            code_cell_pos.to_sheet_pos(sheet_id),
                             Some(code_cell.clone()),
-                            cells_to_compute,
-                            reverse_operations,
-                            summary,
                         );
                     }
                 }
@@ -38,50 +20,22 @@ impl GridController {
         }
     }
 
-    // TODO(ddimaria): implement many of the below functions in TransactionInProgress
-    // then we can just reference self
-
     /// sets a spill error for a code_cell
-    pub fn set_spill_error(
-        &mut self,
-        cell_ref: CellRef,
-        cells_to_compute: &mut IndexSet<CellRef>,
-        summary: &mut TransactionSummary,
-        reverse_operations: &mut Vec<Operation>,
-    ) {
-        let sheet = self.grid.sheet_from_id(cell_ref.sheet);
-        if let Some(code_cell) = sheet.get_code_cell_from_ref(cell_ref) {
+    pub fn set_spill_error(&mut self, sheet_pos: SheetPos) {
+        let sheet = self.grid.sheet_from_id(sheet_pos.sheet_id);
+        if let Some(code_cell) = sheet.get_code_cell(sheet_pos.into()) {
             if !code_cell.has_spill_error() {
-                update_code_cell_value(
-                    self,
-                    cell_ref,
-                    Some(code_cell.clone()),
-                    cells_to_compute,
-                    reverse_operations,
-                    summary,
-                );
+                self.update_code_cell_value(sheet_pos, Some(code_cell.clone()));
             }
         }
     }
 
     /// update the code cell value if the deletion of a cell released a spill error
-    pub fn update_code_cell_value_if_spill_error_released(
-        &mut self,
-        cell_ref: CellRef,
-        cells_to_compute: &mut IndexSet<CellRef>,
-        summary: &mut TransactionSummary,
-        reverse_operations: &mut Vec<Operation>,
-    ) {
-        let sheet = self.grid.sheet_from_id(cell_ref.sheet);
-        if let Some((cell_ref, code_cell)) = sheet.spill_error_released(cell_ref) {
-            update_code_cell_value(
-                self,
-                cell_ref,
-                Some(code_cell),
-                cells_to_compute,
-                reverse_operations,
-                summary,
-            );
+    pub fn update_code_cell_value_if_spill_error_released(&mut self, sheet_pos: SheetPos) {
+        let sheet_id = sheet_pos.sheet_id;
+        let sheet = self.grid.sheet_from_id(sheet_id);
+        if let Some((spill_sheet_pos, code_cell)) = sheet.spill_error_released(sheet_pos.into()) {
+            self.update_code_cell_value(spill_sheet_pos.to_sheet_pos(sheet_id), Some(code_cell));
         }
     }
 }
@@ -91,7 +45,7 @@ mod test {
     use crate::{
         controller::GridController,
         grid::{js_types::JsRenderCell, CellAlign, CodeCellLanguage},
-        Pos, Rect,
+        Pos, Rect, SheetPos,
     };
 
     fn output_spill_error(x: i64, y: i64) -> Vec<JsRenderCell> {
@@ -133,15 +87,50 @@ mod test {
         let sheet_id = gc.grid.sheet_ids()[0];
 
         // values to copy
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 0 }, "1".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 1 }, "2".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 2 }, "3".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 0,
+                sheet_id,
+            },
+            "1".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 1,
+                sheet_id,
+            },
+            "2".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            },
+            "3".into(),
+            None,
+        );
 
         // value to cause the spill
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 1 }, "hello".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
+            "hello".into(),
+            None,
+        );
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "B0:B3".into(),
             None,
@@ -153,7 +142,15 @@ mod test {
         assert_eq!(render_cells, output_spill_error(0, 0),);
 
         // remove 'hello' that caused spill
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 1 }, "".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
+            "".into(),
+            None,
+        );
 
         let sheet = gc.grid.sheet_from_id(sheet_id);
         let render_cells = sheet.get_render_cells(Rect::single_pos(Pos { x: 0, y: 0 }));
@@ -171,14 +168,41 @@ mod test {
         let sheet_id = gc.grid.sheet_ids()[0];
 
         // values to copy
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 0 }, "1".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 1 }, "2".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 2 }, "3".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 0,
+                sheet_id,
+            },
+            "1".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 1,
+                sheet_id,
+            },
+            "2".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            },
+            "3".into(),
+            None,
+        );
 
         // value to cause the spill
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "B0:B3".into(),
             None,
@@ -194,8 +218,11 @@ mod test {
         assert_eq!(render_cells, output_number(0, 1, "2", None),);
 
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 0, y: 1 },
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "1 + 2".into(),
             None,
@@ -213,20 +240,95 @@ mod test {
         let sheet_id = gc.grid.sheet_ids()[0];
 
         // values to copy
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 0 }, "1".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 1 }, "2".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 2 }, "3".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 0 }, "1".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 1 }, "2".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 2 }, "3".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 2, y: 0 }, "1".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 2, y: 1 }, "2".into(), None);
-        gc.set_cell_value(sheet_id, Pos { x: 2, y: 2 }, "3".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
+            "1".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
+            "2".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 2,
+                sheet_id,
+            },
+            "3".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 0,
+                sheet_id,
+            },
+            "1".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 1,
+                sheet_id,
+            },
+            "2".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            },
+            "3".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 2,
+                y: 0,
+                sheet_id,
+            },
+            "1".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 2,
+                y: 1,
+                sheet_id,
+            },
+            "2".into(),
+            None,
+        );
+        gc.set_cell_value(
+            SheetPos {
+                x: 2,
+                y: 2,
+                sheet_id,
+            },
+            "3".into(),
+            None,
+        );
 
         // copies values to copy to 10,10
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 10, y: 10 },
+            SheetPos {
+                x: 10,
+                y: 10,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "A0:C2".into(),
             None,
@@ -234,8 +336,11 @@ mod test {
 
         // output that is spilled
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 11, y: 9 },
+            SheetPos {
+                x: 11,
+                y: 9,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             "A0:A2".into(),
             None,
@@ -246,7 +351,15 @@ mod test {
         assert_eq!(render_cells, output_spill_error(11, 9));
 
         // delete the code_cell that caused the spill
-        gc.set_cell_value(sheet_id, Pos { x: 10, y: 10 }, "".into(), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 10,
+                y: 10,
+                sheet_id,
+            },
+            "".into(),
+            None,
+        );
 
         let sheet = gc.grid.sheet_from_id(sheet_id);
         let render_cells = sheet.get_render_cells(Rect::single_pos(Pos { x: 11, y: 9 }));
diff --git a/quadratic-core/src/controller/thumbnail.rs b/quadratic-core/src/controller/thumbnail.rs
index f55138845b..4846f10e9d 100644
--- a/quadratic-core/src/controller/thumbnail.rs
+++ b/quadratic-core/src/controller/thumbnail.rs
@@ -1,116 +1,93 @@
-use crate::{
-    grid::{RegionRef, SheetId},
-    Pos, Rect,
-};
+use crate::{SheetPos, SheetRect};
 
 use super::GridController;
 
 impl GridController {
-    /// whether the thumbnail needs to be updated for this region
-    pub fn thumbnail_dirty_region(&self, region: &RegionRef) -> bool {
-        if region.sheet != self.grid().first_sheet_id() {
-            return false;
-        }
-        let sheet = self.sheet(region.sheet);
-        region.iter().any(|cell_ref| {
-            if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                self.thumbnail_dirty_pos(region.sheet, pos)
-            } else {
-                false
-            }
-        })
-    }
-
     /// whether the thumbnail needs to be updated for this Pos
-    pub fn thumbnail_dirty_pos(&self, sheet_id: SheetId, pos: Pos) -> bool {
-        self.thumbnail_dirty_rect(sheet_id, Rect::single_pos(pos))
+    pub fn thumbnail_dirty_sheet_pos(&self, sheet_pos: SheetPos) -> bool {
+        self.thumbnail_dirty_sheet_rect(sheet_pos.into())
     }
 
     /// whether the thumbnail needs to be updated for this rectangle
-    pub fn thumbnail_dirty_rect(&self, sheet_id: SheetId, rect: Rect) -> bool {
-        if sheet_id != self.grid().first_sheet_id() {
+    pub fn thumbnail_dirty_sheet_rect(&self, sheet_rect: SheetRect) -> bool {
+        if sheet_rect.sheet_id != self.grid().first_sheet_id() {
             return false;
         }
-        let sheet = self.sheet(sheet_id);
-        rect.intersects(sheet.offsets.thumbnail())
+        let sheet = self.sheet(sheet_rect.sheet_id);
+        sheet_rect.intersects(sheet.offsets.thumbnail().to_sheet_rect(sheet_rect.sheet_id))
     }
 }
 
 #[cfg(test)]
 mod test {
-    use crate::{controller::GridController, Pos, Rect, THUMBNAIL_HEIGHT, THUMBNAIL_WIDTH};
+    use crate::{
+        controller::GridController, Pos, SheetPos, SheetRect, THUMBNAIL_HEIGHT, THUMBNAIL_WIDTH,
+    };
 
     #[test]
     fn test_thumbnail_dirty_pos() {
         let gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
-        assert!(gc.thumbnail_dirty_pos(sheet_id, Pos { x: 0, y: 0 }));
-        assert!(!gc.thumbnail_dirty_pos(
-            sheet_id,
-            Pos {
-                x: (THUMBNAIL_WIDTH as i64) + 1i64,
-                y: 0
-            }
-        ));
-        assert!(!gc.thumbnail_dirty_pos(
-            sheet_id,
-            Pos {
-                x: 0,
-                y: (THUMBNAIL_HEIGHT as i64) + 1i64,
-            }
-        ));
-        assert!(!gc.thumbnail_dirty_pos(
-            sheet_id,
-            Pos {
-                x: THUMBNAIL_WIDTH as i64,
-                y: THUMBNAIL_HEIGHT as i64,
-            }
-        ));
+        assert!(gc.thumbnail_dirty_sheet_pos(SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_pos(SheetPos {
+            x: (THUMBNAIL_WIDTH as i64) + 1i64,
+            y: 0,
+            sheet_id
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_pos(SheetPos {
+            x: 0,
+            y: (THUMBNAIL_HEIGHT as i64) + 1i64,
+            sheet_id
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_pos(SheetPos {
+            x: THUMBNAIL_WIDTH as i64,
+            y: THUMBNAIL_HEIGHT as i64,
+            sheet_id
+        }));
     }
 
     #[test]
     fn test_thumbnail_dirty_rect() {
         let gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
-        assert!(gc.thumbnail_dirty_rect(
+        assert!(gc.thumbnail_dirty_sheet_rect(SheetRect {
+            min: Pos { x: 0, y: 0 },
+            max: Pos { x: 1, y: 1 },
             sheet_id,
-            Rect {
-                min: Pos { x: 0, y: 0 },
-                max: Pos { x: 1, y: 1 }
-            }
-        ));
-        assert!(!gc.thumbnail_dirty_rect(
-            sheet_id,
-            Rect {
-                min: Pos {
-                    x: (THUMBNAIL_WIDTH as i64) + 1i64,
-                    y: 0
-                },
-                max: Pos {
-                    x: (THUMBNAIL_WIDTH as i64) + 10i64,
-                    y: 0
-                }
-            }
-        ));
-        assert!(!gc.thumbnail_dirty_rect(
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_rect(SheetRect {
+            min: Pos {
+                x: (THUMBNAIL_WIDTH as i64) + 1i64,
+                y: 0
+            },
+            max: Pos {
+                x: (THUMBNAIL_WIDTH as i64) + 10i64,
+                y: 0
+            },
             sheet_id,
-            Rect {
-                min: Pos {
-                    x: 0,
-                    y: (THUMBNAIL_HEIGHT as i64) + 1i64,
-                },
-                max: Pos {
-                    x: 0,
-                    y: (THUMBNAIL_HEIGHT as i64) + 10i64,
-                }
-            }
-        ));
-        assert!(!gc.thumbnail_dirty_rect(
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_rect(SheetRect {
+            min: Pos {
+                x: 0,
+                y: (THUMBNAIL_HEIGHT as i64) + 1i64,
+            },
+            max: Pos {
+                x: 0,
+                y: (THUMBNAIL_HEIGHT as i64) + 10i64,
+            },
             sheet_id,
-            Rect::single_pos(Pos {
+        }));
+        assert!(!gc.thumbnail_dirty_sheet_rect(
+            SheetPos {
                 x: THUMBNAIL_WIDTH as i64,
                 y: THUMBNAIL_HEIGHT as i64,
-            }),
+                sheet_id
+            }
+            .into(),
         ));
     }
 }
diff --git a/quadratic-core/src/controller/transaction_summary.rs b/quadratic-core/src/controller/transaction_summary.rs
index bee4d45ac7..02dd0c98ef 100644
--- a/quadratic-core/src/controller/transaction_summary.rs
+++ b/quadratic-core/src/controller/transaction_summary.rs
@@ -2,10 +2,9 @@ use std::collections::HashSet;
 
 use serde::{Deserialize, Serialize};
 
-use crate::{
-    grid::{RegionRef, Sheet, SheetId},
-    Pos,
-};
+use crate::{grid::SheetId, SheetPos, SheetRect};
+
+use super::GridController;
 
 // keep this in sync with CellsTypes.ts
 pub const CELL_SHEET_WIDTH: u32 = 20;
@@ -20,27 +19,15 @@ pub struct CellSheetsModified {
 }
 
 impl CellSheetsModified {
-    pub fn new(sheet_id: SheetId, pos: Pos) -> Self {
-        let x = (pos.x as f64 / CELL_SHEET_WIDTH as f64).floor() as i32;
-        let y = (pos.y as f64 / CELL_SHEET_HEIGHT as f64).floor() as i32;
+    pub fn new(sheet_pos: SheetPos) -> Self {
+        let x = (sheet_pos.x as f64 / CELL_SHEET_WIDTH as f64).floor() as i32;
+        let y = (sheet_pos.y as f64 / CELL_SHEET_HEIGHT as f64).floor() as i32;
         Self {
-            sheet_id: sheet_id.to_string(),
+            sheet_id: sheet_pos.sheet_id.to_string(),
             x,
             y,
         }
     }
-
-    pub fn add_region(
-        cells_sheet_modified: &mut HashSet<CellSheetsModified>,
-        sheet: &Sheet,
-        region: &RegionRef,
-    ) {
-        region.iter().for_each(|cell_ref| {
-            if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                cells_sheet_modified.insert(Self::new(sheet.id, pos));
-            }
-        });
-    }
 }
 
 #[derive(Serialize, Deserialize, Debug, Default, Clone, PartialEq, Eq)]
@@ -76,6 +63,9 @@ pub struct TransactionSummary {
     // should the grid generate a thumbnail
     pub generate_thumbnail: bool,
 
+    // holds the operations to be shared via multiplayer
+    pub forward_operations: Option<String>,
+
     // changes to html output
     pub html: HashSet<SheetId>,
 }
@@ -88,7 +78,7 @@ impl TransactionSummary {
         }
     }
 
-    pub fn clear(&mut self) {
+    pub fn clear(&mut self, keep_forward_operations: bool) {
         self.fill_sheets_modified.clear();
         self.border_sheets_modified.clear();
         self.code_cells_modified.clear();
@@ -98,6 +88,101 @@ impl TransactionSummary {
         self.cursor = None;
         self.transaction_busy = false;
         self.generate_thumbnail = false;
-        self.save = true;
+        self.save = false;
+        if !keep_forward_operations {
+            self.forward_operations = None;
+        }
+    }
+}
+
+impl GridController {
+    pub fn add_cell_sheets_modified_rect(&mut self, sheet_rect: &SheetRect) {
+        let mut modified = HashSet::new();
+        for y in sheet_rect.y_range() {
+            for x in sheet_rect.x_range() {
+                let sheet_pos = SheetPos {
+                    x,
+                    y,
+                    sheet_id: sheet_rect.sheet_id,
+                };
+                modified.insert(CellSheetsModified::new(sheet_pos));
+            }
+        }
+
+        let summary = &mut self.summary;
+        summary.cell_sheets_modified.extend(modified);
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::{controller::GridController, Rect};
+
+    use super::*;
+
+    #[test]
+    fn test_cell_sheets_modified() {
+        let sheet_id = SheetId::new();
+        let cell_sheets_modified = CellSheetsModified::new(SheetPos {
+            sheet_id,
+            x: 0,
+            y: 0,
+        });
+        assert_eq!(
+            cell_sheets_modified,
+            CellSheetsModified {
+                sheet_id: sheet_id.to_string(),
+                x: 0,
+                y: 0
+            }
+        );
+    }
+
+    fn has_cell_sheet(
+        cell_sheets_modified: &HashSet<CellSheetsModified>,
+        sheet_id: SheetId,
+        x: i32,
+        y: i32,
+    ) -> bool {
+        cell_sheets_modified.iter().any(|modified| {
+            print!(
+                "{}: ({}, {}) == {}:  ({}, {})",
+                modified.sheet_id, modified.x, modified.y, sheet_id, x, y
+            );
+            modified.sheet_id == sheet_id.to_string() && modified.x == x && modified.y == y
+        })
+    }
+
+    #[test]
+    fn test_cell_sheets_modified_region() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.grid().first_sheet_id();
+        let sheet_rect = Rect::from_numbers(0, 0, 21, 41).to_sheet_rect(sheet_id);
+        gc.add_cell_sheets_modified_rect(&sheet_rect);
+        assert_eq!(gc.summary.cell_sheets_modified.len(), 4);
+        assert!(has_cell_sheet(
+            &gc.summary.cell_sheets_modified,
+            sheet_id,
+            0,
+            0
+        ));
+        assert!(has_cell_sheet(
+            &gc.summary.cell_sheets_modified,
+            sheet_id,
+            0,
+            1
+        ));
+        assert!(has_cell_sheet(
+            &gc.summary.cell_sheets_modified,
+            sheet_id,
+            1,
+            0
+        ));
+        assert!(has_cell_sheet(
+            &gc.summary.cell_sheets_modified,
+            sheet_id,
+            1,
+            1
+        ));
     }
 }
diff --git a/quadratic-core/src/controller/transaction_types.rs b/quadratic-core/src/controller/transaction_types.rs
index 095b0e0d6e..1ba4dd92c3 100644
--- a/quadratic-core/src/controller/transaction_types.rs
+++ b/quadratic-core/src/controller/transaction_types.rs
@@ -1,13 +1,11 @@
 use serde::{Deserialize, Serialize};
 use wasm_bindgen::prelude::wasm_bindgen;
 
-use crate::{
-    grid::{CellRef, CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult, CodeCellValue, Sheet},
-    util::date_string,
-    Array, CellValue, Error, ErrorMsg, Pos, Rect, Span, Value,
-};
+use crate::{Pos, Rect};
 
-use super::operation::Operation;
+// todo: CellsForArray should be ts-rs type instead of rust type.
+// It should be renamed to something more meaningful.
+// TransactionResponse by js_calculation_get_cells instead of requiring a separate call.
 
 #[derive(Serialize, Deserialize, Debug, Clone, PartialEq, Eq)]
 #[wasm_bindgen]
@@ -50,6 +48,7 @@ impl CellForArray {
 pub struct CellsForArray {
     cells: Vec<CellForArray>,
     i: usize,
+    // todo: this should be the Option<TransactionSummary>
     pub transaction_response: bool,
 }
 
@@ -82,6 +81,7 @@ impl CellsForArray {
     }
 }
 
+// todo: this should also be reworked with ts-rs
 #[wasm_bindgen]
 pub struct JsCodeResult {
     success: bool,
@@ -95,64 +95,49 @@ pub struct JsCodeResult {
 }
 
 impl JsCodeResult {
-    pub fn into_code_cell_value(
-        &self,
-        sheet: &mut Sheet,
-        start: CellRef,
-        language: CodeCellLanguage,
-        code_string: String,
-        cells_accessed: &Vec<CellRef>,
-        reverse_operations: &mut Vec<Operation>,
-    ) -> CodeCellValue {
-        let result = if self.success {
-            CodeCellRunResult::Ok {
-                output_value: if let Some(array_output) = self.array_output.to_owned() {
-                    let (array, ops) = Array::from_string_list(start, sheet, array_output);
-                    reverse_operations.extend(ops);
-                    if let Some(array) = array {
-                        Value::Array(array)
-                    } else {
-                        Value::Single("".into())
-                    }
-                } else if let Some(output_value) = self.output_value.as_ref() {
-                    let cell_ref = CellRef {
-                        sheet: sheet.id,
-                        column: start.column,
-                        row: start.row,
-                    };
-                    let (cell_value, ops) = CellValue::from_string(output_value, cell_ref, sheet);
-                    reverse_operations.extend(ops);
-                    Value::Single(cell_value)
-                } else {
-                    unreachable!()
-                },
-                cells_accessed: cells_accessed.to_owned(),
-            }
-        } else {
-            let error_msg = self
-                .error_msg
-                .to_owned()
-                .unwrap_or_else(|| "Unknown Python Error".into());
-            let msg = ErrorMsg::PythonError(error_msg.into());
-            let span = self.line_number.map(|line_number| Span {
-                start: line_number,
-                end: line_number,
-            });
-            CodeCellRunResult::Err {
-                error: Error { span, msg },
-            }
-        };
-        CodeCellValue {
-            language,
-            code_string,
-            formatted_code_string: self.formatted_code.clone(),
-            output: Some(CodeCellRunOutput {
-                std_out: self.input_python_std_out.clone(),
-                std_err: self.error_msg.clone(),
-                result,
-                spill: false,
-            }),
-            last_modified: date_string(),
+    pub fn success(&self) -> bool {
+        self.success
+    }
+    pub fn output_value(&self) -> Option<String> {
+        self.output_value.clone()
+    }
+    pub fn array_output(&self) -> Option<Vec<Vec<String>>> {
+        self.array_output.clone()
+    }
+    pub fn error_msg(&self) -> Option<String> {
+        self.error_msg.clone()
+    }
+    pub fn line_number(&self) -> Option<u32> {
+        self.line_number
+    }
+    pub fn formatted_code(&self) -> Option<String> {
+        self.formatted_code.clone()
+    }
+    pub fn input_python_std_out(&self) -> Option<String> {
+        self.input_python_std_out.clone()
+    }
+
+    #[cfg(test)]
+    #[allow(clippy::too_many_arguments)]
+    pub fn new_from_rust(
+        success: bool,
+        formatted_code: Option<String>,
+        error_msg: Option<String>,
+        input_python_std_out: Option<String>,
+        output_value: Option<String>,
+        array_output: Option<Vec<Vec<String>>>,
+        line_number: Option<u32>,
+        cancel_compute: Option<bool>,
+    ) -> Self {
+        JsCodeResult {
+            success,
+            formatted_code,
+            error_msg,
+            input_python_std_out,
+            output_value,
+            array_output,
+            line_number,
+            cancel_compute,
         }
     }
 }
@@ -224,117 +209,3 @@ impl JsComputeGetCells {
         self.line_number
     }
 }
-
-#[cfg(test)]
-mod test {
-    use std::str::FromStr;
-
-    use bigdecimal::BigDecimal;
-
-    use crate::{
-        controller::{operation::Operation, transaction_types::JsCodeResult, GridController},
-        grid::{CodeCellLanguage, CodeCellRunOutput},
-        Array, ArraySize, CellValue, Pos, Value,
-    };
-
-    #[test]
-    fn test_into_code_cell_value_single() {
-        let mut gc = GridController::new();
-        let sheet_id = gc.sheet_ids()[0];
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
-        let result = JsCodeResult {
-            success: true,
-            formatted_code: None,
-            error_msg: None,
-            input_python_std_out: None,
-            output_value: Some("$12".into()),
-            array_output: None,
-            line_number: None,
-            cancel_compute: None,
-        };
-
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
-        let mut ops: Vec<Operation> = vec![];
-        assert_eq!(
-            result
-                .into_code_cell_value(
-                    sheet,
-                    cell_ref,
-                    CodeCellLanguage::Python,
-                    "".into(),
-                    &vec![],
-                    &mut ops
-                )
-                .output,
-            Some(CodeCellRunOutput {
-                std_out: None,
-                std_err: None,
-                result: crate::grid::CodeCellRunResult::Ok {
-                    output_value: Value::Single(CellValue::Number(12.into())),
-                    cells_accessed: vec![]
-                },
-                spill: false,
-            }),
-        );
-        assert_eq!(ops.len(), 2);
-    }
-
-    #[test]
-    fn test_into_code_cell_value_array() {
-        let mut gc = GridController::new();
-        let sheet_id = gc.sheet_ids()[0];
-        let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
-        let array_output: Vec<Vec<String>> = vec![
-            vec!["$1.1".into(), "20%".into()],
-            vec!["3".into(), "Hello".into()],
-        ];
-        let result = JsCodeResult {
-            success: true,
-            formatted_code: None,
-            error_msg: None,
-            input_python_std_out: None,
-            output_value: None,
-            array_output: Some(array_output),
-            line_number: None,
-            cancel_compute: None,
-        };
-
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
-        let mut ops: Vec<Operation> = vec![];
-        let mut array = Array::new_empty(ArraySize::new(2, 2).unwrap());
-        let _ = array.set(
-            0,
-            0,
-            CellValue::Number(BigDecimal::from_str("1.1").unwrap()),
-        );
-        let _ = array.set(
-            1,
-            0,
-            CellValue::Number(BigDecimal::from_str("0.2").unwrap()),
-        );
-        let _ = array.set(0, 1, CellValue::Number(BigDecimal::from_str("3").unwrap()));
-        let _ = array.set(1, 1, CellValue::Text("Hello".into()));
-        assert_eq!(
-            result
-                .into_code_cell_value(
-                    sheet,
-                    cell_ref,
-                    CodeCellLanguage::Python,
-                    "".into(),
-                    &vec![],
-                    &mut ops
-                )
-                .output,
-            Some(CodeCellRunOutput {
-                std_out: None,
-                std_err: None,
-                result: crate::grid::CodeCellRunResult::Ok {
-                    output_value: Value::Array(array),
-                    cells_accessed: vec![]
-                },
-                spill: false,
-            }),
-        );
-        assert_eq!(ops.len(), 3);
-    }
-}
diff --git a/quadratic-core/src/controller/transactions.rs b/quadratic-core/src/controller/transactions.rs
deleted file mode 100644
index 782ae784a7..0000000000
--- a/quadratic-core/src/controller/transactions.rs
+++ /dev/null
@@ -1,334 +0,0 @@
-use core::panic;
-
-use crate::{computation::TransactionInProgress, Pos};
-use serde::{Deserialize, Serialize};
-
-use super::{
-    operation::Operation,
-    transaction_summary::{TransactionSummary, CELL_SHEET_HEIGHT, CELL_SHEET_WIDTH},
-    transaction_types::{CellsForArray, JsCodeResult, JsComputeGetCells},
-    GridController,
-};
-
-#[derive(Default, Debug, Serialize, Deserialize, Clone)]
-pub enum TransactionType {
-    #[default]
-    Normal,
-    Undo,
-    Redo,
-}
-
-impl GridController {
-    pub fn finalize_transaction(&mut self, transaction_in_progress: &TransactionInProgress) {
-        let transaction: Transaction = transaction_in_progress.into();
-        match transaction_in_progress.transaction_type {
-            TransactionType::Normal => {
-                self.undo_stack.push(transaction);
-                self.redo_stack.clear();
-            }
-            TransactionType::Undo => {
-                self.redo_stack.push(transaction);
-            }
-            TransactionType::Redo => {
-                self.undo_stack.push(transaction);
-            }
-        }
-    }
-
-    pub fn set_in_progress_transaction(
-        &mut self,
-        operations: Vec<Operation>,
-        cursor: Option<String>,
-        compute: bool,
-        transaction_type: TransactionType,
-    ) -> TransactionSummary {
-        if self
-            .transaction_in_progress
-            .as_ref()
-            .is_some_and(|in_progress_transaction| !in_progress_transaction.complete)
-        {
-            // todo: add this to a queue of operations instead of setting the busy flag
-            return TransactionSummary::new(true);
-        }
-        let mut transaction = TransactionInProgress::start_transaction(
-            self,
-            operations,
-            cursor,
-            compute,
-            transaction_type,
-        );
-        let mut summary = transaction.transaction_summary();
-        transaction.updated_bounds(self);
-
-        if transaction.complete {
-            summary.save = true;
-            self.finalize_transaction(&transaction);
-        } else {
-            self.transaction_in_progress = Some(transaction);
-        }
-        summary
-    }
-
-    pub fn has_undo(&self) -> bool {
-        !self.undo_stack.is_empty()
-    }
-    pub fn has_redo(&self) -> bool {
-        !self.redo_stack.is_empty()
-    }
-    pub fn undo(&mut self, cursor: Option<String>) -> TransactionSummary {
-        if let Some(transaction) = self.undo_stack.pop() {
-            let mut summary = self.set_in_progress_transaction(
-                transaction.ops,
-                cursor,
-                false,
-                TransactionType::Undo,
-            );
-            summary.cursor = transaction.cursor;
-            summary
-        } else {
-            TransactionSummary::default()
-        }
-    }
-    pub fn redo(&mut self, cursor: Option<String>) -> TransactionSummary {
-        if let Some(transaction) = self.redo_stack.pop() {
-            let mut summary = self.set_in_progress_transaction(
-                transaction.ops,
-                cursor,
-                false,
-                TransactionType::Redo,
-            );
-            summary.cursor = transaction.cursor;
-            summary
-        } else {
-            TransactionSummary::default()
-        }
-    }
-    pub fn calculation_complete(&mut self, result: JsCodeResult) -> TransactionSummary {
-        // todo: there's probably a better way to do this
-        if let Some(transaction) = &mut self.transaction_in_progress.clone() {
-            let cancel_compute = result.cancel_compute.unwrap_or(false);
-
-            if cancel_compute {
-                transaction.clear_cells_to_compute();
-                transaction.loop_compute(self);
-            }
-
-            transaction.calculation_complete(self, result);
-            self.transaction_in_progress = Some(transaction.to_owned());
-
-            transaction.updated_bounds(self);
-            if transaction.complete {
-                transaction.transaction_summary()
-            } else {
-                TransactionSummary::default()
-            }
-        } else {
-            panic!("Expected an in progress transaction");
-        }
-    }
-
-    /// This is used to get cells during a TS-controlled async calculation
-    pub fn calculation_get_cells(&mut self, get_cells: JsComputeGetCells) -> Option<CellsForArray> {
-        // todo: there's probably a better way to do this - the clone is necessary b/c get_cells needs a mutable grid as well
-        if let Some(transaction) = &mut self.transaction_in_progress.clone() {
-            let result = transaction.get_cells(self, get_cells);
-            self.transaction_in_progress = Some(transaction.to_owned());
-            result
-        } else {
-            panic!("Expected a transaction to still be running");
-        }
-    }
-
-    /// Creates a TransactionSummary and cleans
-    /// Note: it may not pass cells_sheet_modified if the transaction is not complete (to avoid redrawing cells multiple times)
-    pub fn transaction_summary(&mut self) -> Option<TransactionSummary> {
-        // let skip_cell_rendering = self
-        //     .transaction_in_progress
-        //     .as_ref()
-        //     .is_some_and(|transaction| !transaction.complete);
-        self.transaction_in_progress
-            .as_mut()
-            .map(|transaction| transaction.transaction_summary())
-    }
-
-    pub fn updated_bounds_in_transaction(&mut self) {
-        if let Some(transaction) = &mut self.transaction_in_progress.clone() {
-            transaction.updated_bounds(self);
-            self.transaction_in_progress = Some(transaction.to_owned());
-        }
-    }
-}
-
-#[derive(Serialize, Deserialize, Debug, Clone)]
-pub struct Transaction {
-    pub ops: Vec<Operation>,
-    pub cursor: Option<String>,
-}
-
-#[derive(Debug, PartialEq)]
-pub struct CellHash(String);
-
-impl CellHash {
-    pub fn get(&self) -> String {
-        self.0.clone()
-    }
-}
-
-impl From<Pos> for CellHash {
-    fn from(pos: Pos) -> Self {
-        let hash_width = CELL_SHEET_WIDTH as f64;
-        let hash_height = CELL_SHEET_HEIGHT as f64;
-        let cell_hash_x = (pos.x as f64 / hash_width).floor() as i64;
-        let cell_hash_y = (pos.y as f64 / hash_height).floor() as i64;
-        let cell_hash = format!("{},{}", cell_hash_x, cell_hash_y);
-
-        CellHash(cell_hash)
-    }
-}
-
-#[cfg(test)]
-mod tests {
-    use crate::{
-        grid::{GridBounds, SheetId},
-        Array, CellValue, Pos, Rect,
-    };
-
-    use super::*;
-
-    fn add_cell_value(
-        gc: &mut GridController,
-        sheet_id: SheetId,
-        pos: Pos,
-        value: CellValue,
-    ) -> Operation {
-        let rect = Rect::new_span(pos, pos);
-        let region = gc.region(sheet_id, rect);
-
-        Operation::SetCellValues {
-            region,
-            values: Array::from(value),
-        }
-    }
-
-    fn get_operations(gc: &mut GridController) -> (Operation, Operation) {
-        let sheet_id = gc.sheet_ids()[0];
-        let pos = Pos::from((0, 0));
-        let value = CellValue::Text("test".into());
-        let operation = add_cell_value(gc, sheet_id, pos, value);
-        let operation_undo = add_cell_value(gc, sheet_id, pos, CellValue::Blank);
-
-        (operation, operation_undo)
-    }
-
-    #[test]
-    fn test_transactions_finalize_transaction() {
-        let mut gc = GridController::new();
-        let (operation, operation_undo) = get_operations(&mut gc);
-
-        // TransactionType::Normal
-        let transaction_in_progress = TransactionInProgress::start_transaction(
-            &mut gc,
-            vec![operation.clone()],
-            None,
-            false,
-            TransactionType::Normal,
-        );
-        gc.finalize_transaction(&transaction_in_progress);
-
-        assert_eq!(gc.undo_stack.len(), 1);
-        assert_eq!(gc.redo_stack.len(), 0);
-        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].ops);
-
-        // TransactionType::Undo
-        let transaction_in_progress = TransactionInProgress::start_transaction(
-            &mut gc,
-            vec![],
-            None,
-            false,
-            TransactionType::Undo,
-        );
-        gc.finalize_transaction(&transaction_in_progress);
-
-        assert_eq!(gc.undo_stack.len(), 1);
-        assert_eq!(gc.redo_stack.len(), 1);
-        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].ops);
-        assert_eq!(gc.redo_stack[0].ops.len(), 0);
-
-        // TransactionType::Redo
-        let transaction_in_progress = TransactionInProgress::start_transaction(
-            &mut gc,
-            vec![],
-            None,
-            false,
-            TransactionType::Redo,
-        );
-        gc.finalize_transaction(&transaction_in_progress);
-
-        assert_eq!(gc.undo_stack.len(), 2);
-        assert_eq!(gc.redo_stack.len(), 1);
-        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].ops);
-        assert_eq!(gc.redo_stack[0].ops.len(), 0);
-    }
-
-    #[test]
-    fn test_transactions_undo_redo() {
-        let mut gc = GridController::new();
-        let (operation, operation_undo) = get_operations(&mut gc);
-
-        assert!(!gc.has_undo());
-        assert!(!gc.has_redo());
-
-        gc.set_in_progress_transaction(
-            vec![operation.clone()],
-            None,
-            false,
-            TransactionType::Normal,
-        );
-        assert!(gc.has_undo());
-        assert!(!gc.has_redo());
-        assert_eq!(vec![operation_undo.clone()], gc.undo_stack[0].ops);
-
-        // undo
-        gc.undo(None);
-        assert!(!gc.has_undo());
-        assert!(gc.has_redo());
-
-        // redo
-        gc.redo(None);
-        assert!(gc.has_undo());
-        assert!(!gc.has_redo());
-    }
-
-    #[test]
-    fn test_transactions_transaction_summary() {
-        let mut gc = GridController::new();
-        let summary = gc.transaction_summary();
-
-        assert!(summary.is_none());
-    }
-
-    #[test]
-    fn test_transactions_updated_bounds_in_transaction() {
-        let mut gc = GridController::new();
-        let (operation, _) = get_operations(&mut gc);
-
-        assert_eq!(gc.grid().sheets()[0].bounds(true), GridBounds::Empty);
-
-        gc.set_in_progress_transaction(vec![operation], None, true, TransactionType::Normal);
-        gc.updated_bounds_in_transaction();
-
-        let expected = GridBounds::NonEmpty(Rect::single_pos((0, 0).into()));
-        assert_eq!(gc.grid().sheets()[0].bounds(true), expected);
-    }
-
-    #[test]
-    fn test_transactions_cell_hash() {
-        let hash = "test".to_string();
-        let cell_hash = CellHash(hash.clone());
-        assert_eq!(cell_hash.get(), hash);
-
-        let pos = Pos::from((0, 0));
-        let cell_hash = CellHash::from(pos);
-        assert_eq!(cell_hash, CellHash("0,0".into()));
-    }
-}
diff --git a/quadratic-core/src/controller/update_code_cell_value.rs b/quadratic-core/src/controller/update_code_cell_value.rs
index c818324f17..c3bff41e30 100644
--- a/quadratic-core/src/controller/update_code_cell_value.rs
+++ b/quadratic-core/src/controller/update_code_cell_value.rs
@@ -1,39 +1,35 @@
 use std::ops::Range;
 
-use indexmap::IndexSet;
-
 use crate::{
     controller::{
-        operation::Operation,
-        transaction_summary::{CellSheetsModified, TransactionSummary},
-        GridController,
+        operations::operation::Operation, transaction_summary::CellSheetsModified, GridController,
     },
-    grid::{CellRef, CodeCellValue, SheetId},
-    Pos, Rect, Value,
+    grid::CodeCellValue,
+    Pos, Rect, SheetPos, SheetRect, Value,
 };
 
-/// updates code cell value
-/// returns true if the code cell was successful
-pub fn update_code_cell_value(
-    grid_controller: &mut GridController,
-    cell_ref: CellRef,
-    updated_code_cell_value: Option<CodeCellValue>,
-    cells_to_compute: &mut IndexSet<CellRef>,
-    reverse_operations: &mut Vec<Operation>,
-    summary: &mut TransactionSummary,
-) -> bool {
-    let mut success = false;
-    summary.save = true;
-    let sheet_id = cell_ref.sheet;
-    let sheet = grid_controller.grid.sheet_mut_from_id(sheet_id);
-    if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
+impl GridController {
+    /// updates code cell value
+    /// returns true if the code cell was successful
+    pub fn update_code_cell_value(
+        &mut self,
+        sheet_pos: SheetPos,
+        updated_code_cell_value: Option<CodeCellValue>,
+    ) -> bool {
+        assert!(self.transaction_in_progress);
+        let mut success = false;
+        self.summary.save = true;
+        let sheet_id = sheet_pos.sheet_id;
+        let sheet = self.grid.sheet_mut_from_id(sheet_id);
+
+        let pos = sheet_pos.into();
         let old_code_cell_value = sheet.get_code_cell(pos);
         if old_code_cell_value.is_some_and(|code_cell_value| {
             code_cell_value
                 .get_output_value(0, 0)
                 .is_some_and(|cell_value| cell_value.is_html())
         }) {
-            summary.html.insert(sheet.id);
+            self.summary.html.insert(sheet.id);
         }
         let mut spill = false;
         if let Some(updated_code_cell_value) = updated_code_cell_value.clone() {
@@ -43,38 +39,31 @@ pub fn update_code_cell_value(
                         success = true;
                         match output_value {
                             Value::Array(array) => {
-                                if sheet
-                                    .is_ok_to_spill_in(cell_ref, array.size())
-                                    .unwrap_or(false)
-                                {
-                                    summary.cell_sheets_modified.insert(CellSheetsModified::new(
-                                        sheet.id,
-                                        Pos { x: pos.x, y: pos.y },
-                                    ));
+                                if sheet.is_ok_to_spill_in(pos, array.size()) {
+                                    self.summary.cell_sheets_modified.insert(
+                                        CellSheetsModified::new(SheetPos {
+                                            sheet_id: sheet.id,
+                                            x: pos.x,
+                                            y: pos.y,
+                                        }),
+                                    );
                                     spill = true;
                                 } else {
                                     spill = false;
                                     for x in 0..array.width() {
-                                        let column_id =
-                                            sheet.get_or_create_column(pos.x + x as i64).0.id;
                                         for y in 0..array.height() {
-                                            summary.cell_sheets_modified.insert(
-                                                CellSheetsModified::new(
-                                                    sheet.id,
-                                                    Pos {
-                                                        x: pos.x,
-                                                        y: pos.y + y as i64,
-                                                    },
-                                                ),
+                                            self.summary.cell_sheets_modified.insert(
+                                                CellSheetsModified::new(SheetPos {
+                                                    sheet_id,
+                                                    x: pos.x,
+                                                    y: pos.y + y as i64,
+                                                }),
                                             );
-                                            let row_id =
-                                                sheet.get_or_create_row(pos.y + y as i64).id;
-                                            // add all but the first cell to the compute cycle
                                             if x != 0 || y != 0 {
-                                                cells_to_compute.insert(CellRef {
-                                                    sheet: sheet.id,
-                                                    column: column_id,
-                                                    row: row_id,
+                                                self.cells_to_compute.insert(SheetPos {
+                                                    x: pos.x + x as i64,
+                                                    y: pos.y + y as i64,
+                                                    sheet_id,
                                                 });
                                             }
                                         }
@@ -83,19 +72,19 @@ pub fn update_code_cell_value(
                             }
                             Value::Single(value) => {
                                 spill = false;
-                                summary
+                                self.summary
                                     .cell_sheets_modified
-                                    .insert(CellSheetsModified::new(sheet.id, pos));
+                                    .insert(CellSheetsModified::new(sheet_pos));
                                 if value.is_html() {
-                                    summary.html.insert(sheet.id);
+                                    self.summary.html.insert(sheet.id);
                                 }
                             }
                         };
                     }
                     None => {
-                        summary
+                        self.summary
                             .cell_sheets_modified
-                            .insert(CellSheetsModified::new(sheet.id, pos));
+                            .insert(CellSheetsModified::new(sheet_pos));
                     }
                 };
             }
@@ -118,203 +107,187 @@ pub fn update_code_cell_value(
         let old_code_cell_value = sheet.set_code_cell_value(pos, updated_code_cell_value.clone());
 
         // updates summary.thumbnail_dirty flag
-        let sheet = grid_controller.grid.sheet_from_id(cell_ref.sheet);
-        if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-            if let Some(updated_code_cell_value) = updated_code_cell_value.as_ref() {
-                if let Some(output) = updated_code_cell_value.output.as_ref() {
-                    match output.result.output_value() {
-                        Some(output_value) => {
-                            match output_value {
-                                Value::Array(array) => {
-                                    summary.generate_thumbnail = summary.generate_thumbnail
-                                        || grid_controller.thumbnail_dirty_rect(
-                                            cell_ref.sheet,
-                                            Rect::new_span(
-                                                Pos { x: pos.x, y: pos.y },
-                                                Pos {
-                                                    x: pos.x + array.width() as i64,
-                                                    y: pos.y + array.height() as i64,
-                                                },
-                                            ),
-                                        );
-                                }
-                                Value::Single(_) => {
-                                    summary.generate_thumbnail = summary.generate_thumbnail
-                                        || grid_controller.thumbnail_dirty_pos(sheet.id, pos);
-                                }
-                            };
-                        }
-                        None => {
-                            summary.generate_thumbnail = summary.generate_thumbnail
-                                || grid_controller.thumbnail_dirty_pos(sheet.id, pos);
-                        }
+        if let Some(updated_code_cell_value) = updated_code_cell_value.as_ref() {
+            if let Some(output) = updated_code_cell_value.output.as_ref() {
+                match output.result.output_value() {
+                    Some(output_value) => {
+                        match output_value {
+                            Value::Array(array) => {
+                                self.summary.generate_thumbnail = self.summary.generate_thumbnail
+                                    || self.thumbnail_dirty_sheet_rect(SheetRect::new_pos_span(
+                                        pos,
+                                        Pos {
+                                            x: pos.x + array.width() as i64,
+                                            y: pos.y + array.height() as i64,
+                                        },
+                                        sheet_id,
+                                    ));
+                            }
+                            Value::Single(_) => {
+                                self.summary.generate_thumbnail = self.summary.generate_thumbnail
+                                    || self.thumbnail_dirty_sheet_pos(sheet_pos);
+                            }
+                        };
+                    }
+                    None => {
+                        self.summary.generate_thumbnail = self.summary.generate_thumbnail
+                            || self.thumbnail_dirty_sheet_pos(sheet_pos);
                     }
                 }
             }
         }
 
-        fetch_code_cell_difference(
-            grid_controller,
-            sheet_id,
-            pos,
+        self.fetch_code_cell_difference(
+            sheet_pos,
             old_code_cell_value.clone(),
-            updated_code_cell_value,
-            summary,
-            cells_to_compute,
-            reverse_operations,
+            updated_code_cell_value.clone(),
         );
 
-        reverse_operations.push(Operation::SetCellCode {
-            cell_ref,
+        self.forward_operations.push(Operation::SetCellCode {
+            sheet_pos,
+            code_cell_value: updated_code_cell_value,
+        });
+
+        self.reverse_operations.push(Operation::SetCellCode {
+            sheet_pos,
             code_cell_value: old_code_cell_value,
         });
 
-        summary.code_cells_modified.insert(sheet_id);
+        self.summary.code_cells_modified.insert(sheet_id);
+
+        self.check_spill(sheet_pos);
 
-        grid_controller.check_spill(cell_ref, cells_to_compute, summary, reverse_operations);
+        success
     }
 
-    success
-}
+    /// Fetches the difference between the old and new code cell values and updates the UI
+    #[allow(clippy::too_many_arguments)]
+    pub fn fetch_code_cell_difference(
+        &mut self,
+        sheet_pos: SheetPos,
+        old_code_cell_value: Option<CodeCellValue>,
+        new_code_cell_value: Option<CodeCellValue>,
+    ) {
+        assert!(self.transaction_in_progress);
+        let sheet_id = sheet_pos.sheet_id;
+        let sheet = self.grid.sheet_mut_from_id(sheet_id);
+        let mut possible_spills = vec![];
+
+        let (old_w, old_h) = old_code_cell_value.map_or((1, 1), |code_cell_value| {
+            if code_cell_value.is_html() {
+                self.summary.html.insert(sheet_id);
+            }
+            if code_cell_value.has_spill_error() {
+                (1, 1)
+            } else {
+                code_cell_value.output_size().into()
+            }
+        });
 
-/// Fetches the difference between the old and new code cell values and updates the UI
-#[allow(clippy::too_many_arguments)]
-pub fn fetch_code_cell_difference(
-    grid_controller: &mut GridController,
-    sheet_id: SheetId,
-    pos: Pos,
-    old_code_cell_value: Option<CodeCellValue>,
-    new_code_cell_value: Option<CodeCellValue>,
-    summary: &mut TransactionSummary,
-    cells_to_compute: &mut IndexSet<CellRef>,
-    reverse_operations: &mut Vec<Operation>,
-) {
-    let sheet = grid_controller.grid.sheet_mut_from_id(sheet_id);
-    let mut possible_spills = vec![];
-    let cell_ref = sheet.get_or_create_cell_ref(pos);
-
-    let (old_w, old_h) = old_code_cell_value.map_or((1, 1), |code_cell_value| {
-        if code_cell_value.is_html() {
-            summary.html.insert(sheet_id);
-        }
-        if code_cell_value.has_spill_error() {
-            (1, 1)
-        } else {
-            code_cell_value.output_size().into()
-        }
-    });
+        let (new_w, new_h) = new_code_cell_value.map_or((0, 0), |code_cell_value| {
+            if code_cell_value.is_html() {
+                self.summary.html.insert(sheet_id);
+            }
+            if code_cell_value.has_spill_error() {
+                (1, 1)
+            } else {
+                code_cell_value.output_size().into()
+            }
+        });
 
-    let (new_w, new_h) = new_code_cell_value.map_or((0, 0), |code_cell_value| {
-        if code_cell_value.is_html() {
-            summary.html.insert(sheet_id);
-        }
-        if code_cell_value.has_spill_error() {
-            (1, 1)
-        } else {
-            code_cell_value.output_size().into()
-        }
-    });
-
-    if old_w > new_w {
-        for x in new_w..old_w {
-            let (_, column) = sheet.get_or_create_column(pos.x + x);
-            let column_id = column.id;
-
-            // remove any spills created by the updated code_cell
-            for y in pos.y..=pos.y + old_h {
-                if let Some(spill) = column.spills.get(y) {
-                    if spill == cell_ref {
-                        column.spills.set(y, None);
+        if old_w > new_w {
+            for x in new_w..old_w {
+                // the columnId necessarily exists since this is just a diff operation
+                let column = sheet.get_or_create_column(sheet_pos.x + x);
+
+                // remove any spills created by the updated code_cell
+                for y in sheet_pos.y..=sheet_pos.y + old_h {
+                    if let Some(spill) = column.spills.get(y) {
+                        if spill == sheet_pos.into() {
+                            column.spills.set(y, None);
+                        }
                     }
                 }
-            }
 
-            column.spills.remove_range(Range {
-                start: pos.y,
-                end: pos.y + new_h + 1,
-            });
-            for y in 0..new_h {
-                let row_id = sheet.get_or_create_row(pos.y + y).id;
-                let pos = Pos {
-                    x: pos.x + x,
-                    y: pos.y + y,
-                };
-                summary
-                    .cell_sheets_modified
-                    .insert(CellSheetsModified::new(sheet_id, pos));
-                let cell_ref_entry = CellRef {
-                    sheet: sheet_id,
-                    column: column_id,
-                    row: row_id,
-                };
-                cells_to_compute.insert(cell_ref_entry);
-                if y <= old_h {
-                    possible_spills.push(cell_ref_entry);
+                column.spills.remove_range(Range {
+                    start: sheet_pos.y,
+                    end: sheet_pos.y + new_h + 1,
+                });
+                for y in 0..new_h {
+                    let sheet_pos_entry = SheetPos {
+                        sheet_id,
+                        x,
+                        y: sheet_pos.y + y,
+                    };
+                    self.cells_to_compute.insert(sheet_pos_entry);
+                    if y <= old_h {
+                        possible_spills.push(sheet_pos_entry);
+                    }
                 }
             }
         }
-    }
 
-    if old_h > new_h {
-        for x in 0..old_w {
-            let (_, column) = sheet.get_or_create_column(pos.x + x);
-            let column_id = column.id;
+        if old_h > new_h {
+            for x in 0..old_w {
+                // the columnId necessarily exists since this is just a diff operation
+                let column = sheet.get_or_create_column(sheet_pos.x + x);
 
-            // remove any spills created by the updated code_cell
-            for y in pos.y + new_h..=pos.y + old_h {
-                if let Some(spill) = column.spills.get(y) {
-                    if spill == cell_ref {
-                        column.spills.set(y, None);
+                // remove any spills created by the updated code_cell
+                for y in sheet_pos.y + new_h..=sheet_pos.y + old_h {
+                    if let Some(spill) = column.spills.get(y) {
+                        if spill == sheet_pos.into() {
+                            column.spills.set(y, None);
+                        }
                     }
                 }
-            }
 
-            for y in new_h..old_h {
-                let row_id = sheet.get_or_create_row(pos.y + y).id;
-                let pos = Pos {
-                    x: pos.x + x,
-                    y: pos.y + y,
-                };
-                summary
-                    .cell_sheets_modified
-                    .insert(CellSheetsModified::new(sheet_id, pos));
-                let cell_ref = CellRef {
-                    sheet: sheet_id,
-                    column: column_id,
-                    row: row_id,
-                };
-                cells_to_compute.insert(cell_ref);
-                possible_spills.push(cell_ref);
+                for y in new_h..old_h {
+                    // the rowId necessarily exists since this is just a diff operation
+                    let sheet_pos_entry = SheetPos {
+                        sheet_id,
+                        x,
+                        y: sheet_pos.y + y,
+                    };
+                    self.cells_to_compute.insert(sheet_pos_entry);
+                    possible_spills.push(sheet_pos_entry);
+                }
             }
         }
-    }
 
-    // check for released spills
-    possible_spills.iter().for_each(|cell_ref| {
-        grid_controller.update_code_cell_value_if_spill_error_released(
-            *cell_ref,
-            cells_to_compute,
-            summary,
-            reverse_operations,
+        let rect = Rect::new_span(
+            sheet_pos.into(),
+            Pos {
+                x: sheet_pos.x + new_w.max(old_w),
+                y: sheet_pos.y + new_h.max(old_h),
+            },
         );
-    });
+        rect.iter().for_each(|pos| {
+            self.summary
+                .cell_sheets_modified
+                .insert(CellSheetsModified::new(pos.to_sheet_pos(sheet_id)));
+        });
+
+        self.summary
+            .cell_sheets_modified
+            .insert(CellSheetsModified::new(sheet_pos));
+
+        // check for released spills
+        possible_spills.iter().for_each(|cell_ref| {
+            self.update_code_cell_value_if_spill_error_released(*cell_ref);
+        });
+    }
 }
 
 #[cfg(test)]
 mod test {
-    use indexmap::IndexSet;
+    use std::collections::HashSet;
 
     use crate::{
-        controller::{
-            transaction_summary::TransactionSummary,
-            update_code_cell_value::fetch_code_cell_difference, GridController,
-        },
+        controller::GridController,
         grid::{CodeCellLanguage, CodeCellRunOutput, CodeCellValue},
         Array, ArraySize, CellValue, Pos, SheetPos, Value,
     };
 
-    use super::update_code_cell_value;
-
     #[test]
     fn test_fetch_code_cell_difference() {
         let mut gc = GridController::new();
@@ -333,7 +306,7 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((2, 3)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
@@ -350,7 +323,7 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((1, 2)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
@@ -362,23 +335,11 @@ mod test {
             sheet_id: sheet.id,
         };
 
-        let mut summary = TransactionSummary::default();
+        gc.transaction_in_progress = true;
+        gc.fetch_code_cell_difference(sheet_pos, old.clone(), new_smaller);
+        assert_eq!(gc.summary.cell_sheets_modified.len(), 1);
 
-        let mut cells_to_compute = IndexSet::new();
-        let mut reverse_operations = Vec::new();
-        fetch_code_cell_difference(
-            &mut gc,
-            sheet_id,
-            sheet_pos.into(),
-            old.clone(),
-            new_smaller,
-            &mut summary,
-            &mut cells_to_compute,
-            &mut reverse_operations,
-        );
-        assert_eq!(summary.cell_sheets_modified.len(), 1);
-
-        summary.clear();
+        gc.summary.clear(false);
 
         let new_larger = Some(CodeCellValue {
             language: CodeCellLanguage::Python,
@@ -392,23 +353,14 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((5, 6)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
         });
 
-        super::fetch_code_cell_difference(
-            &mut gc,
-            sheet_id,
-            sheet_pos.into(),
-            old,
-            new_larger,
-            &mut summary,
-            &mut cells_to_compute,
-            &mut reverse_operations,
-        );
-        assert_eq!(summary.cell_sheets_modified.len(), 0);
+        gc.fetch_code_cell_difference(sheet_pos, old, new_larger);
+        assert_eq!(gc.summary.cell_sheets_modified.len(), 1);
     }
 
     #[test]
@@ -416,7 +368,7 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         let sheet = gc.grid.sheet_mut_from_id(sheet_id);
-        sheet.set_cell_value(Pos { x: 0, y: 1 }, CellValue::Text("test".into()));
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 1 }, CellValue::Text("test".into()));
 
         let code_cell_output = Some(CodeCellValue {
             language: CodeCellLanguage::Python,
@@ -430,22 +382,20 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((2, 3)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
         });
 
-        let sheet = gc.grid.sheet_mut_from_id(sheet_id);
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
-
-        update_code_cell_value(
-            &mut gc,
-            cell_ref,
+        gc.transaction_in_progress = true;
+        gc.update_code_cell_value(
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             code_cell_output.clone(),
-            &mut IndexSet::default(),
-            &mut vec![],
-            &mut TransactionSummary::default(),
         );
 
         let sheet = gc.grid.sheet_from_id(sheet_id);
@@ -470,23 +420,19 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((2, 3)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
         });
 
-        let sheet = gc.grid.sheet_mut_from_id(sheet_id);
-        let original_cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 1 });
-
-        update_code_cell_value(
-            &mut gc,
-            original_cell_ref,
-            code_cell_output.clone(),
-            &mut IndexSet::default(),
-            &mut vec![],
-            &mut TransactionSummary::default(),
-        );
+        let original = SheetPos {
+            x: 0,
+            y: 1,
+            sheet_id,
+        };
+        gc.transaction_in_progress = true;
+        gc.update_code_cell_value(original, code_cell_output.clone());
 
         let code_cell_output = Some(CodeCellValue {
             language: CodeCellLanguage::Python,
@@ -500,31 +446,30 @@ mod test {
                     output_value: Value::Array(Array::new_empty(
                         ArraySize::try_from((1, 3)).expect("failed to create array"),
                     )),
-                    cells_accessed: Vec::new(),
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
         });
 
-        let sheet = gc.grid.sheet_mut_from_id(sheet_id);
-        let cell_ref = sheet.get_or_create_cell_ref(Pos { x: 0, y: 0 });
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
 
-        update_code_cell_value(
-            &mut gc,
-            cell_ref,
-            code_cell_output.clone(),
-            &mut IndexSet::default(),
-            &mut vec![],
-            &mut TransactionSummary::default(),
-        );
+        gc.update_code_cell_value(sheet_pos, code_cell_output.clone());
 
         let sheet = gc.grid.sheet_from_id(sheet_id);
         let code_cell = sheet.get_code_cell(Pos { x: 0, y: 0 });
         assert!(code_cell.unwrap().has_spill_error());
-        assert_eq!(sheet.get_column(0).unwrap().spills.get(0), Some(cell_ref));
+        assert_eq!(
+            sheet.get_column(0).unwrap().spills.get(0),
+            Some(sheet_pos.into())
+        );
         assert_eq!(
             sheet.get_column(0).unwrap().spills.get(1),
-            Some(original_cell_ref)
+            Some(original.into())
         );
     }
 }
diff --git a/quadratic-core/src/controller/auto_complete.rs b/quadratic-core/src/controller/user_actions/auto_complete.rs
similarity index 51%
rename from quadratic-core/src/controller/auto_complete.rs
rename to quadratic-core/src/controller/user_actions/auto_complete.rs
index 90ac174250..b119f03b04 100644
--- a/quadratic-core/src/controller/auto_complete.rs
+++ b/quadratic-core/src/controller/user_actions/auto_complete.rs
@@ -1,26 +1,6 @@
-use anyhow::{anyhow, Result};
-use itertools::Itertools;
-
-use super::{
-    formatting::CellFmtArray, operation::Operation, transaction_summary::TransactionSummary,
-    transactions::TransactionType, GridController,
-};
-use crate::{
-    grid::{
-        series::{find_auto_complete, SeriesOptions},
-        RegionRef, Sheet, SheetId,
-    },
-    util::maybe_reverse_range,
-    Array, CellValue, Pos, Rect,
-};
-
-#[derive(PartialEq)]
-pub enum ExpandDirection {
-    Up,
-    Down,
-    Left,
-    Right,
-}
+use crate::controller::{transaction_summary::TransactionSummary, GridController};
+use crate::{controller::execution::TransactionType, grid::SheetId, Rect};
+use anyhow::Result;
 
 impl GridController {
     /// Extend and/or shrink the contents of selection to range by inferring patterns.
@@ -33,604 +13,13 @@ impl GridController {
     pub fn autocomplete(
         &mut self,
         sheet_id: SheetId,
-        mut selection: Rect,
+        selection: Rect,
         range: Rect,
         cursor: Option<String>,
     ) -> Result<TransactionSummary> {
-        let mut operations = vec![];
-        let mut initial_down_range: Option<Rect> = None;
-        let mut initial_up_range: Option<Rect> = None;
-
-        let should_expand_up = range.min.y < selection.min.y;
-        let should_expand_down = range.max.y > selection.max.y;
-        let should_expand_left = range.min.x < selection.min.x;
-        let should_expand_right = range.max.x > selection.max.x;
-
-        let should_shrink_width = range.max.x < selection.max.x;
-        let should_shrink_height = range.max.y < selection.max.y;
-
-        // shrink width, from right to left
-        if should_shrink_width {
-            let delete_range = Rect::new_span(
-                (range.max.x + 1, range.min.y).into(),
-                (selection.max.x, selection.max.y).into(),
-            );
-            let ops = self.shrink(sheet_id, delete_range);
-            operations.extend(ops);
-            selection.max.x = range.max.x;
-        }
-
-        // shrink height, from bottom to top
-        if should_shrink_height {
-            let delete_range = Rect::new_span(
-                (selection.min.x, range.max.y + 1).into(),
-                (range.max.x, selection.max.y).into(),
-            );
-            let ops = self.shrink(sheet_id, delete_range);
-            operations.extend(ops);
-            selection.max.y = range.max.y;
-        }
-
-        // expand up
-        if should_expand_up {
-            let new_range = Rect::new_span(
-                (selection.min.x, selection.min.y - 1).into(),
-                (selection.max.x, range.min.y).into(),
-            );
-            let ops = self.expand_up(sheet_id, &selection, &new_range)?;
-            operations.extend(ops);
-            initial_up_range = Some(range);
-        }
-
-        // expand down
-        if should_expand_down {
-            let new_range = Rect::new_span(
-                (selection.min.x, selection.max.y + 1).into(),
-                (selection.max.x, range.max.y).into(),
-            );
-            let ops = self.expand_down(sheet_id, &selection, &new_range)?;
-            operations.extend(ops);
-            initial_down_range = Some(range);
-        }
-        // expand left
-        if should_expand_left {
-            let new_range = Rect::new_span(
-                (range.min.x, selection.min.y).into(),
-                (selection.min.x - 1, selection.max.y).into(),
-            );
-
-            let down_range = initial_down_range.map(|initial_down_range| {
-                Rect::new_span(
-                    (initial_down_range.min.x, selection.max.y + 1).into(),
-                    (selection.min.x - 1, initial_down_range.max.y).into(),
-                )
-            });
-
-            let up_range = initial_up_range.map(|initial_up_range| {
-                Rect::new_span(
-                    initial_up_range.min,
-                    (selection.min.x - 1, selection.min.y - 1).into(),
-                )
-            });
-
-            let ops = self.expand_left(sheet_id, &selection, &new_range, down_range, up_range)?;
-            operations.extend(ops);
-        }
-
-        // expand right
-        if should_expand_right {
-            let new_range = Rect::new_span(
-                (selection.max.x + 1, selection.max.y).into(),
-                (range.max.x, selection.max.y).into(),
-            );
-
-            let down_range = initial_down_range.map(|initial_down_range| {
-                Rect::new_span(
-                    (selection.max.x + 1, selection.max.y + 1).into(),
-                    initial_down_range.max,
-                )
-            });
-
-            let up_range = initial_up_range.map(|initial_up_range| {
-                Rect::new_span(
-                    (selection.max.x + 1, initial_up_range.min.y).into(),
-                    (initial_up_range.max.x, selection.min.y - 1).into(),
-                )
-            });
-
-            let ops = self.expand_right(sheet_id, &selection, &new_range, down_range, up_range)?;
-            operations.extend(ops);
-        }
-
-        Ok(self.set_in_progress_transaction(operations, cursor, true, TransactionType::Normal))
-    }
-
-    /// Delete cell values and formats in a given range.
-    fn shrink(&mut self, sheet_id: SheetId, delete_range: Rect) -> Vec<Operation> {
-        let mut ops = vec![];
-
-        ops.extend(self.delete_cells_rect_operations(sheet_id, delete_range));
-        ops.extend(self.clear_formatting_operations(sheet_id, delete_range));
-        ops
-    }
-
-    fn expand_right(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-        down_range: Option<Rect>,
-        up_range: Option<Rect>,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let mut values = vec![];
-        let mut formats = vec![];
-        let mut ops = selection
-            .y_range()
-            .map(|y| {
-                let source_row =
-                    Rect::new_span((selection.min.x, y).into(), (selection.max.x, y).into());
-                let target_row = Rect::new_span((range.min.x, y).into(), (range.max.x, y).into());
-                let format = self.get_all_cell_formats(sheet_id, source_row);
-                let width = selection.width() as usize;
-
-                // for each column, apply the formats to a block (selection.width, y) of new cells
-                range.x_range().step_by(width).for_each(|x| {
-                    let new_x = range.max.x.min(x + width as i64 - 1);
-                    let format_rect = Rect::new_span((x, y).into(), (new_x, y).into());
-                    format_ops.extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                });
-
-                formats.push(format);
-                let (operations, cell_values) =
-                    self.apply_auto_complete(sheet_id, false, &source_row, &target_row, None)?;
-                values.extend(cell_values);
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        if let Some(down_range) = down_range {
-            ops.extend(self.expand_up_or_down_from_right(
-                sheet_id,
-                selection,
-                &down_range,
-                &values,
-                range.width() as i64,
-                ExpandDirection::Down,
-            )?);
-        }
-
-        if let Some(up_range) = up_range {
-            ops.extend(self.expand_up_or_down_from_right(
-                sheet_id,
-                selection,
-                &up_range,
-                &values,
-                range.width() as i64,
-                ExpandDirection::Up,
-            )?);
-        }
-
-        ops.extend(format_ops);
-        Ok(ops)
-    }
-
-    fn expand_left(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-        down_range: Option<Rect>,
-        up_range: Option<Rect>,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let mut values = vec![];
-        let mut formats = vec![];
-        let mut ops = selection
-            .y_range()
-            .map(|y| {
-                let source_row =
-                    Rect::new_span((selection.min.x, y).into(), (selection.max.x, y).into());
-                let target_row = Rect::new_span((range.min.x, y).into(), (range.max.x, y).into());
-                let mut format = self.get_all_cell_formats(sheet_id, source_row);
-                let width = selection.width() as usize;
-
-                // for each column, apply the formats to a block (selection.width, y) of new cells
-                range.x_range().rev().step_by(width).for_each(|x| {
-                    let mut new_x = x - width as i64 + 1;
-
-                    if new_x < range.min.x {
-                        let source_col = Rect::new_span(
-                            (selection.min.x + range.min.x - new_x, y).into(),
-                            (selection.max.x, y).into(),
-                        );
-                        new_x = range.min.x;
-                        format = self.get_all_cell_formats(sheet_id, source_col);
-                    }
-
-                    let format_rect = Rect::new_span((x, y).into(), (new_x, y).into());
-                    format_ops.extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                });
-
-                formats.extend(format);
-                let (operations, cell_values) =
-                    self.apply_auto_complete(sheet_id, true, &source_row, &target_row, None)?;
-                values.extend(cell_values);
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        if let Some(down_range) = down_range {
-            ops.extend(self.expand_up_or_down_from_left(
-                sheet_id,
-                selection,
-                &down_range,
-                &values,
-                range.width() as i64,
-                ExpandDirection::Down,
-            )?);
-        }
-
-        if let Some(up_range) = up_range {
-            ops.extend(self.expand_up_or_down_from_left(
-                sheet_id,
-                selection,
-                &up_range,
-                &values,
-                range.width() as i64,
-                ExpandDirection::Up,
-            )?);
-        }
-
-        ops.extend(format_ops);
-        Ok(ops)
+        let ops = self.autocomplete_operations(sheet_id, selection, range)?;
+        Ok(self.set_in_progress_transaction(ops, cursor, true, TransactionType::User))
     }
-
-    fn expand_down(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let mut values = vec![];
-        let mut formats = vec![];
-        let mut ops = selection
-            .x_range()
-            .rev()
-            .map(|x| {
-                let source_col =
-                    Rect::new_span((x, selection.min.y).into(), (x, selection.max.y).into());
-                let target_col =
-                    Rect::new_span((x, selection.max.y + 1).into(), (x, range.max.y).into());
-                let format = self.get_all_cell_formats(sheet_id, source_col);
-                let height = selection.height() as usize;
-
-                // for each row, apply the formats to a block (x, selection.height) of new cells
-                range.y_range().step_by(height).for_each(|y| {
-                    let new_y = range.max.y.min(y + height as i64 - 1);
-                    let format_rect = Rect::new_span((x, y).into(), (x, new_y).into());
-                    format_ops.extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                });
-
-                formats.extend(format);
-                let (operations, cell_values) =
-                    self.apply_auto_complete(sheet_id, false, &source_col, &target_col, None)?;
-                values.extend(cell_values);
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        ops.extend(format_ops);
-        Ok(ops)
-    }
-
-    fn expand_up(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let mut values = vec![];
-        let mut formats = vec![];
-        let mut ops = selection
-            .x_range()
-            .map(|x| {
-                let source_col =
-                    Rect::new_span((x, selection.min.y).into(), (x, selection.max.y).into());
-                let target_col =
-                    Rect::new_span((x, selection.min.y - 1).into(), (x, range.min.y).into());
-                let mut format = self.get_all_cell_formats(sheet_id, source_col);
-                let height = selection.height() as usize;
-
-                // for each row, apply the formats to a block (x, selection.height) of new cells
-                range.y_range().rev().step_by(height).for_each(|y| {
-                    let mut new_y = y - height as i64 + 1;
-
-                    // since the new_y is less than the range min, we need to
-                    // adjust the format since this is ine reverse order
-                    if new_y < range.min.y {
-                        let source_col = Rect::new_span(
-                            (x, selection.min.y + range.min.y - new_y).into(),
-                            (x, selection.max.y).into(),
-                        );
-                        new_y = range.min.y;
-                        format = self.get_all_cell_formats(sheet_id, source_col);
-                    }
-
-                    let format_rect = Rect::new_span((x, y).into(), (x, new_y).into());
-                    format_ops.extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                });
-
-                formats.extend(format);
-                let (operations, cell_values) =
-                    self.apply_auto_complete(sheet_id, true, &source_col, &target_col, None)?;
-                values.extend(cell_values);
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        ops.extend(format_ops);
-        Ok(ops)
-    }
-
-    fn expand_up_or_down_from_right(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-        values: &Vec<CellValue>,
-        width: i64,
-        direction: ExpandDirection,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let height = values.len() as i64 / width;
-
-        let mut ops = range
-            .x_range()
-            .enumerate()
-            .map(|(index, x)| {
-                let target_col = Rect::new_span((x, range.min.y).into(), (x, range.max.y).into());
-
-                let vals = (0..height)
-                    .map(|i| {
-                        let array_index = (index as i64 + (i * width)) as usize;
-                        values
-                            .get(array_index)
-                            .unwrap_or(&CellValue::Blank)
-                            .to_owned()
-                    })
-                    .collect::<Vec<_>>();
-
-                let format_x = selection.min.x + (x - selection.min.x) % selection.width() as i64;
-                let format_source_rect = Rect::new_span(
-                    (format_x, selection.min.y).into(),
-                    (format_x, selection.max.y).into(),
-                );
-                let mut format = self.get_all_cell_formats(sheet_id, format_source_rect);
-
-                maybe_reverse_range(range.y_range(), direction == ExpandDirection::Up)
-                    .step_by(height as usize)
-                    .for_each(|y| {
-                        let new_y = if direction == ExpandDirection::Down {
-                            range.max.y.min(y + height - 1)
-                        } else {
-                            // since the new_y is less than the range min, we need to
-                            // adjust the format since this is ine reverse order
-                            let calc_y = y - height + 1;
-                            if calc_y < range.min.y {
-                                let format_source_rect = Rect::new_span(
-                                    (format_x, selection.min.y + range.min.y - calc_y).into(),
-                                    (format_x, selection.max.y).into(),
-                                );
-                                format = self.get_all_cell_formats(sheet_id, format_source_rect);
-                                range.min.y
-                            } else {
-                                y - height + 1
-                            }
-                        };
-                        let format_rect = Rect::new_span((x, y).into(), (x, new_y).into());
-                        format_ops
-                            .extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                    });
-
-                let (operations, _) = self.apply_auto_complete(
-                    sheet_id,
-                    direction == ExpandDirection::Up,
-                    &target_col,
-                    &target_col,
-                    Some(vals),
-                )?;
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        ops.extend(format_ops);
-
-        Ok(ops)
-    }
-
-    fn expand_up_or_down_from_left(
-        &mut self,
-        sheet_id: SheetId,
-        selection: &Rect,
-        range: &Rect,
-        values: &Vec<CellValue>,
-        width: i64,
-        direction: ExpandDirection,
-    ) -> Result<Vec<Operation>> {
-        let mut format_ops = vec![];
-        let height = values.len() as i64 / width;
-
-        let mut ops = range
-            .x_range()
-            .rev()
-            .enumerate()
-            .map(|(index, x)| {
-                let target_col = if direction == ExpandDirection::Down {
-                    Rect::new_span((x, range.min.y).into(), (x, range.max.y).into())
-                } else {
-                    Rect::new_span((x, selection.min.y - 1).into(), (x, range.min.y).into())
-                };
-
-                let vals = (0..height)
-                    .map(|i| {
-                        let array_index = (i * width) + width - index as i64 - 1;
-                        values
-                            .get(array_index as usize)
-                            .unwrap_or(&CellValue::Blank)
-                            .to_owned()
-                    })
-                    .collect::<Vec<_>>();
-
-                let format_x = selection.max.x - (index as i64 % selection.width() as i64);
-                let format_source_rect = Rect::new_span(
-                    (format_x, selection.min.y).into(),
-                    (format_x, selection.max.y).into(),
-                );
-                let mut format = self.get_all_cell_formats(sheet_id, format_source_rect);
-
-                maybe_reverse_range(range.y_range(), direction == ExpandDirection::Up)
-                    .step_by(height as usize)
-                    .for_each(|y| {
-                        let new_y = if direction == ExpandDirection::Down {
-                            range.max.y.min(y + height - 1)
-                        } else {
-                            // since the new_y is less than the range min, we need to
-                            // adjust the format since this is ine reverse order
-                            let calc_y = y - height + 1;
-                            if calc_y < range.min.y {
-                                let format_source_rect = Rect::new_span(
-                                    (format_x, selection.min.y + range.min.y - calc_y).into(),
-                                    (format_x, selection.max.y).into(),
-                                );
-                                format = self.get_all_cell_formats(sheet_id, format_source_rect);
-                                range.min.y
-                            } else {
-                                y - height + 1
-                            }
-                        };
-
-                        let format_rect = Rect::new_span((x, y).into(), (x, new_y).into());
-                        format_ops
-                            .extend(apply_formats(self.region(sheet_id, format_rect), &format));
-                    });
-
-                let (operations, _) = self.apply_auto_complete(
-                    sheet_id,
-                    direction == ExpandDirection::Up,
-                    &target_col,
-                    &target_col,
-                    Some(vals),
-                )?;
-
-                Ok(operations)
-            })
-            .flatten_ok()
-            .collect::<Result<Vec<Operation>>>()?;
-
-        ops.extend(format_ops);
-
-        Ok(ops)
-    }
-
-    /// Gven an array of values, determine if a series exists and if so, apply it.
-    fn apply_auto_complete(
-        &mut self,
-        sheet_id: SheetId,
-        negative: bool,
-        selection: &Rect,
-        range: &Rect,
-        cell_values: Option<Vec<CellValue>>,
-    ) -> Result<(Vec<Operation>, Vec<CellValue>)> {
-        let sheet = self.sheet(sheet_id);
-        let values = if let Some(cell_values) = cell_values {
-            cell_values
-        } else {
-            cell_values_in_rect(selection, sheet)?
-                .into_cell_values_vec()
-                .into_iter()
-                .collect::<Vec<CellValue>>()
-        };
-
-        let series = find_auto_complete(SeriesOptions {
-            series: values,
-            spaces: (range.width() * range.height()) as i32,
-            negative,
-        });
-
-        let values = Array::new_row_major(range.size(), series.to_owned().into())
-            .map_err(|e| anyhow!("Could not create array of size {:?}: {:?}", range.size(), e))?;
-
-        let start_pos = range.min;
-        let end_pos = Pos {
-            x: start_pos.x + values.width() as i64 - 1,
-            y: start_pos.y + values.height() as i64 - 1,
-        };
-        let rect = Rect {
-            min: start_pos,
-            max: end_pos,
-        };
-        let region = self.region(sheet_id, rect);
-
-        let ops = vec![Operation::SetCellValues { region, values }];
-
-        Ok((ops, series))
-    }
-}
-
-/// Apply formats to a given region.
-///
-/// TODO(ddimaria): this funcion is sufficiently generic that it could be moved
-/// TODO(ddimaria): we could remove the clones below by modifying the Operation
-/// calls to accept references since they don't mutate the region.
-pub fn apply_formats(region: RegionRef, formats: &[CellFmtArray]) -> Vec<Operation> {
-    formats
-        .iter()
-        .map(|format| Operation::SetCellFormats {
-            region: region.clone(),
-            attr: format.clone(),
-        })
-        .collect()
-}
-
-/// In a given rect, collect all cell values into an array.
-///
-/// TODO(ddimaria): determine if this should go in the cell.rs file or equiv
-/// TODO(ddimaria): is this necessary as it's more performant to just pluck the data from the sheet direclty
-pub fn cell_values_in_rect(&selection: &Rect, sheet: &Sheet) -> Result<Array> {
-    let values = selection
-        .y_range()
-        .flat_map(|y| {
-            selection
-                .x_range()
-                .map(|x| {
-                    sheet
-                        .get_cell_value(Pos { x, y })
-                        .unwrap_or_else(|| CellValue::Blank)
-                })
-                .collect::<Vec<CellValue>>()
-        })
-        .collect();
-
-    Array::new_row_major(selection.size(), values).map_err(|e| {
-        anyhow!(
-            "Could not create array of size {:?}: {:?}",
-            selection.size(),
-            e
-        )
-    })
 }
 
 #[cfg(test)]
@@ -642,6 +31,7 @@ mod tests {
             assert_cell_format_bold_row, assert_cell_format_cell_fill_color_row, assert_cell_value,
             assert_cell_value_row, print_table,
         },
+        Pos, SheetPos, SheetRect,
     };
 
     fn test_setup_rect(selection: &Rect) -> (GridController, SheetId) {
@@ -680,24 +70,18 @@ mod tests {
 
         for y in selection.y_range() {
             for x in selection.x_range() {
-                let pos = Pos { x, y };
-                grid_controller.set_cell_value(sheet_id, pos, vals[count].to_string(), None);
+                let sheet_pos = SheetPos { x, y, sheet_id };
+                grid_controller.set_cell_value(sheet_pos, vals[count].to_string(), None);
 
                 if let Some(is_bold) = bolds.get(count) {
                     if *is_bold {
-                        grid_controller.set_cell_bold(
-                            sheet_id,
-                            Rect::single_pos(pos),
-                            Some(true),
-                            None,
-                        );
+                        grid_controller.set_cell_bold(sheet_pos.into(), Some(true), None);
                     }
                 }
 
                 if let Some(fill_color) = fill_colors.get(count) {
                     grid_controller.set_cell_fill_color(
-                        sheet_id,
-                        Rect::single_pos(pos),
+                        SheetRect::single_sheet_pos(sheet_pos),
                         Some(fill_color.to_lowercase()),
                         None,
                     );
@@ -715,7 +99,7 @@ mod tests {
         let selected: Rect = Rect::new_span(Pos { x: -1, y: 0 }, Pos { x: 2, y: 1 });
         let (grid_controller, sheet_id) = test_setup_rect(&selected);
         let sheet = grid_controller.grid().sheet_from_id(sheet_id);
-        let result = cell_values_in_rect(&selected, sheet).unwrap();
+        let result = sheet.cell_values_in_rect(&selected).unwrap();
         let expected = array![
             "a", "h", "x", "g";
             "f", "z", "r", "b";
diff --git a/quadratic-core/src/controller/borders.rs b/quadratic-core/src/controller/user_actions/borders.rs
similarity index 60%
rename from quadratic-core/src/controller/borders.rs
rename to quadratic-core/src/controller/user_actions/borders.rs
index 499c954e83..62a9b02ad5 100644
--- a/quadratic-core/src/controller/borders.rs
+++ b/quadratic-core/src/controller/user_actions/borders.rs
@@ -1,33 +1,25 @@
-use super::operation::Operation;
-use super::transactions::TransactionType;
-use super::GridController;
-use crate::controller::transaction_summary::TransactionSummary;
-use crate::grid::generate_borders;
-use crate::{
-    grid::{BorderSelection, BorderStyle, SheetId},
-    Rect,
+use crate::controller::{
+    execution::TransactionType, transaction_summary::TransactionSummary, GridController,
 };
+use crate::grid::{BorderSelection, BorderStyle};
+use crate::SheetRect;
 
 impl GridController {
     pub async fn set_borders(
         &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
+        sheet_rect: SheetRect,
         selections: Vec<BorderSelection>,
         style: Option<BorderStyle>,
         cursor: Option<String>,
     ) -> TransactionSummary {
-        let region = self.region(sheet_id, rect);
-        let sheet = self.sheet(sheet_id);
-        let borders = generate_borders(sheet, &region, selections, style);
-        let ops = vec![Operation::SetBorders { region, borders }];
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+        let ops = self.set_borders_operations(sheet_rect, selections, style);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
     }
 }
 
 #[cfg(test)]
 mod tests {
-    use crate::{color::Rgba, grid::CellBorderLine};
+    use crate::{color::Rgba, grid::CellBorderLine, Pos};
 
     use super::*;
 
@@ -35,14 +27,14 @@ mod tests {
     fn test_set_borders() {
         let mut grid_controller = GridController::new();
         let sheet_id = grid_controller.grid.sheets()[0].id;
-        let rect = Rect::single_pos((0, 0).into());
+        let sheet_rect = SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id);
         let selections = vec![BorderSelection::Top, BorderSelection::Left];
         let style = Some(BorderStyle {
             color: Rgba::default(),
             line: CellBorderLine::Line1,
         });
 
-        tokio_test::block_on(grid_controller.set_borders(sheet_id, rect, selections, style, None));
+        tokio_test::block_on(grid_controller.set_borders(sheet_rect, selections, style, None));
 
         let borders = grid_controller.grid.sheets()[0]
             .borders()
diff --git a/quadratic-core/src/controller/user_actions/cells.rs b/quadratic-core/src/controller/user_actions/cells.rs
new file mode 100644
index 0000000000..2a0d6c2700
--- /dev/null
+++ b/quadratic-core/src/controller/user_actions/cells.rs
@@ -0,0 +1,206 @@
+use crate::controller::{
+    execution::TransactionType, transaction_summary::TransactionSummary, GridController,
+};
+
+use crate::{
+    grid::{CodeCellLanguage, SheetId},
+    Rect, SheetPos, SheetRect,
+};
+
+impl GridController {
+    pub fn populate_with_random_floats(&mut self, sheet_id: SheetId, region: &Rect) {
+        let sheet = self.grid.sheet_mut_from_id(sheet_id);
+        sheet.with_random_floats(region);
+    }
+
+    /// sets the value based on a user's input and converts input to proper NumericFormat
+    pub fn set_cell_value(
+        &mut self,
+        sheet_pos: SheetPos,
+        value: String,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.set_cell_value_operations(sheet_pos, value);
+        self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+    }
+
+    pub fn set_cell_code(
+        &mut self,
+        sheet_pos: SheetPos,
+        language: CodeCellLanguage,
+        code_string: String,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.set_cell_code_operations(sheet_pos, language, code_string);
+        self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+    }
+
+    /// Deletes the cell values and code in a given region.
+    /// Creates and runs a transaction, also updates dependent cells.
+    /// Returns a [`TransactionSummary`].
+    pub fn delete_cells_rect(
+        &mut self,
+        sheet_rect: SheetRect,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.delete_cells_rect_operations(sheet_rect);
+        self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+    }
+
+    pub fn clear_formatting(
+        &mut self,
+        sheet_rect: SheetRect,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.clear_formatting_operations(sheet_rect);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+
+    pub fn delete_values_and_formatting(
+        &mut self,
+        sheet_rect: SheetRect,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.delete_values_and_formatting_operations(sheet_rect);
+        self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use crate::{
+        controller::{transaction_summary::CellSheetsModified, GridController},
+        grid::{NumericDecimals, NumericFormat},
+        CellValue, SheetPos,
+    };
+    use std::{collections::HashSet, str::FromStr};
+
+    use bigdecimal::BigDecimal;
+
+    #[test]
+    fn test_set_cell_value_undo_redo() {
+        let mut g = GridController::new();
+        let sheet_id = g.grid.sheets()[0].id;
+        let sheet_pos = SheetPos {
+            x: 3,
+            y: 6,
+            sheet_id,
+        };
+        let get_the_cell = |g: &GridController| {
+            g.sheet(sheet_id)
+                .get_cell_value(sheet_pos.into())
+                .unwrap_or_default()
+        };
+        let mut cell_sheets_modified = HashSet::new();
+        cell_sheets_modified.insert(CellSheetsModified::new(sheet_pos));
+        assert_eq!(get_the_cell(&g), CellValue::Blank);
+        g.set_cell_value(sheet_pos, String::from("a"), None);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
+        g.set_cell_value(sheet_pos, String::from("b"), None);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
+        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
+        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
+        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
+        assert_eq!(g.undo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Blank);
+        assert_eq!(g.undo(None).cell_sheets_modified, HashSet::default());
+        assert_eq!(get_the_cell(&g), CellValue::Blank);
+        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("a")));
+        assert_eq!(g.redo(None).cell_sheets_modified, cell_sheets_modified);
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
+        assert_eq!(g.redo(None).cell_sheets_modified, HashSet::default());
+        assert_eq!(get_the_cell(&g), CellValue::Text(String::from("b")));
+    }
+
+    #[test]
+    fn test_unpack_currency() {
+        let value = String::from("$123.123");
+        assert_eq!(
+            CellValue::unpack_currency(&value),
+            Some((String::from("$"), BigDecimal::from_str("123.123").unwrap()))
+        );
+
+        let value = String::from("test");
+        assert_eq!(CellValue::unpack_currency(&value), None);
+
+        let value = String::from("$123$123");
+        assert_eq!(CellValue::unpack_currency(&value), None);
+
+        let value = String::from("$123.123abc");
+        assert_eq!(CellValue::unpack_currency(&value), None);
+    }
+
+    #[test]
+    fn test_set_cell_value() {
+        let mut gc = GridController::new();
+        let sheet_id = gc.grid.sheets()[0].id;
+        let sheet_pos = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        };
+        let get_cell_value = |g: &GridController| {
+            g.sheet(sheet_id)
+                .get_cell_value(sheet_pos.into())
+                .unwrap_or_default()
+        };
+        let get_cell_numeric_format = |g: &GridController| {
+            g.sheet(sheet_id)
+                .get_formatting_value::<NumericFormat>(sheet_pos.into())
+        };
+        let get_cell_numeric_decimals = |g: &GridController| {
+            g.sheet(sheet_id)
+                .get_formatting_value::<NumericDecimals>(sheet_pos.into())
+        };
+
+        // empty string converts to blank cell value
+        gc.set_cell_value(sheet_pos, " ".into(), None);
+        assert_eq!(get_cell_value(&gc), CellValue::Blank);
+
+        // currency
+        gc.set_cell_value(sheet_pos, "$1.22".into(), None);
+        assert_eq!(
+            get_cell_value(&gc),
+            CellValue::Number(BigDecimal::from_str("1.22").unwrap())
+        );
+        assert_eq!(
+            get_cell_numeric_format(&gc),
+            Some(NumericFormat {
+                kind: crate::grid::NumericFormatKind::Currency,
+                symbol: Some("$".into())
+            })
+        );
+        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
+
+        // number
+        gc.set_cell_value(sheet_pos, "1.22".into(), None);
+        assert_eq!(
+            get_cell_value(&gc),
+            CellValue::Number(BigDecimal::from_str("1.22").unwrap())
+        );
+        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
+
+        // percentage
+        gc.set_cell_value(sheet_pos, "10.55%".into(), None);
+        assert_eq!(
+            get_cell_value(&gc),
+            CellValue::Number(BigDecimal::from_str(".1055").unwrap())
+        );
+        assert_eq!(
+            get_cell_numeric_format(&gc),
+            Some(NumericFormat {
+                kind: crate::grid::NumericFormatKind::Percentage,
+                symbol: None
+            })
+        );
+        assert_eq!(get_cell_numeric_decimals(&gc), Some(2));
+
+        // array
+        gc.set_cell_value(sheet_pos, "[1,2,3]".into(), None);
+        assert_eq!(get_cell_value(&gc), CellValue::Text("[1,2,3]".into()));
+    }
+}
diff --git a/quadratic-core/src/controller/clipboard.rs b/quadratic-core/src/controller/user_actions/clipboard.rs
similarity index 59%
rename from quadratic-core/src/controller/clipboard.rs
rename to quadratic-core/src/controller/user_actions/clipboard.rs
index aef1a11f49..745bf7428d 100644
--- a/quadratic-core/src/controller/clipboard.rs
+++ b/quadratic-core/src/controller/user_actions/clipboard.rs
@@ -1,51 +1,32 @@
-use super::{
-    formatting::CellFmtArray, operation::Operation, transaction_summary::TransactionSummary,
-    transactions::TransactionType, GridController,
+use crate::controller::{
+    execution::TransactionType,
+    operations::clipboard::{Clipboard, ClipboardCell},
+    transaction_summary::TransactionSummary,
+    GridController,
 };
 use crate::{
-    grid::{
-        generate_borders_full, get_cell_borders_in_rect, BorderSelection, CellBorders,
-        CodeCellValue, RegionRef, SheetId,
-    },
-    Array, ArraySize, CellValue, Pos, Rect,
+    grid::{get_cell_borders_in_rect, CodeCellValue},
+    Pos, SheetPos, SheetRect,
 };
 use htmlescape;
-use regex::Regex;
-use serde::{Deserialize, Serialize};
-
-#[derive(Debug, Serialize, Deserialize)]
-pub struct ClipboardCell {
-    pub value: Option<CellValue>,
-    pub spill: Option<CellValue>,
-}
-
-#[derive(Debug, Serialize, Deserialize)]
-pub struct Clipboard {
-    w: u32,
-    h: u32,
-    cells: Vec<ClipboardCell>,
-    formats: Vec<CellFmtArray>,
-    borders: Vec<(i64, i64, Option<CellBorders>)>,
-    code: Vec<(Pos, CodeCellValue)>,
-}
 
 impl GridController {
-    pub fn copy_to_clipboard(&self, sheet_id: SheetId, rect: Rect) -> (String, String) {
+    pub fn copy_to_clipboard(&self, sheet_rect: SheetRect) -> (String, String) {
         let mut cells = vec![];
         let mut plain_text = String::new();
         let mut html = String::from("<tbody>");
         let mut code = vec![];
-        let sheet = &mut self.grid().sheet_from_id(sheet_id);
+        let sheet = &mut self.grid().sheet_from_id(sheet_rect.sheet_id);
 
-        for y in rect.y_range() {
-            if y != rect.min.y {
+        for y in sheet_rect.y_range() {
+            if y != sheet_rect.min.y {
                 plain_text.push('\n');
                 html.push_str("</tr>");
             }
             html.push_str("<tr>");
 
-            for x in rect.x_range() {
-                if x != rect.min.x {
+            for x in sheet_rect.x_range() {
+                if x != sheet_rect.min.x {
                     plain_text.push('\t');
                     html.push_str("</td>");
                 }
@@ -64,8 +45,8 @@ impl GridController {
                 if let Some(code_cell_value) = sheet.get_code_cell(pos) {
                     code.push((
                         Pos {
-                            x: x - rect.min.x,
-                            y: y - rect.min.y,
+                            x: x - sheet_rect.min.x,
+                            y: y - sheet_rect.min.y,
                         },
                         CodeCellValue {
                             language: code_cell_value.language,
@@ -117,15 +98,15 @@ impl GridController {
             }
         }
 
-        let formats = self.get_all_cell_formats(sheet_id, rect);
-        let borders = get_cell_borders_in_rect(sheet, rect);
+        let formats = self.get_all_cell_formats(sheet_rect);
+        let borders = get_cell_borders_in_rect(sheet, sheet_rect.into());
         let clipboard = Clipboard {
             cells,
             formats,
             borders,
             code,
-            w: rect.width(),
-            h: rect.height(),
+            w: sheet_rect.width() as u32,
+            h: sheet_rect.height() as u32,
         };
 
         html.push_str("</tr></tbody></table>");
@@ -140,253 +121,37 @@ impl GridController {
 
     pub fn cut_to_clipboard(
         &mut self,
-        sheet_id: SheetId,
-        rect: Rect,
+        sheet_rect: SheetRect,
         cursor: Option<String>,
     ) -> (TransactionSummary, String, String) {
-        let copy = self.copy_to_clipboard(sheet_id, rect);
-        let summary = self.delete_values_and_formatting(sheet_id, rect, cursor);
-        (summary, copy.0, copy.1)
-    }
-
-    fn array_from_clipboard_cells(clipboard: Clipboard) -> Option<Array> {
-        if clipboard.w == 0 && clipboard.h == 0 {
-            return None;
-        }
-
-        let mut array = Array::new_empty(ArraySize::new(clipboard.w, clipboard.h).unwrap());
-        let mut x = 0;
-        let mut y = 0;
-
-        clipboard.cells.iter().for_each(|cell| {
-            let value = cell.value.to_owned().map_or(CellValue::Blank, |v| v);
-            // ignore result errors
-            let _ = array.set(x, y, value);
-
-            x += 1;
-
-            if x == clipboard.w {
-                x = 0;
-                y += 1;
-            }
-        });
-
-        Some(array)
-    }
-
-    fn set_clipboard_cells(
-        &mut self,
-        sheet_id: SheetId,
-        start_pos: Pos,
-        clipboard: Clipboard,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let mut compute = false;
-        let rect = Rect {
-            min: start_pos,
-            max: Pos {
-                x: start_pos.x + (clipboard.w as i64) - 1,
-                y: start_pos.y + (clipboard.h as i64) - 1,
-            },
-        };
-        let formats = clipboard.formats.clone();
-        let borders = clipboard.borders.clone();
-        let code = clipboard.code.clone();
-
-        let mut ops = vec![];
-        let region = self.region(sheet_id, rect);
-        let values = GridController::array_from_clipboard_cells(clipboard);
-        if let Some(values) = values {
-            ops.push(Operation::SetCellValues {
-                region: region.clone(),
-                values,
-            });
-            compute = true;
-        }
-
-        let sheet = self.grid.sheet_mut_from_id(sheet_id);
-
-        // remove any overlapping code cells (which will automatically set the reverse operations)
-        region.iter().for_each(|cell_ref| {
-            if let Some(_code_cell) = sheet.get_code_cell_from_ref(cell_ref) {
-                if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                    // no need to clear code cells that are being pasted
-                    if !code.iter().any(|(code_pos, _)| {
-                        Pos {
-                            x: code_pos.x + start_pos.x,
-                            y: code_pos.y + start_pos.y,
-                        } == pos
-                    }) {
-                        ops.push(Operation::SetCellCode {
-                            cell_ref,
-                            code_cell_value: None,
-                        });
-                        compute = true;
-                    }
-                }
-            }
-        });
-
-        // add copied code cells to the sheet
-        code.iter().for_each(|entry| {
-            let cell_ref = sheet.get_or_create_cell_ref(Pos {
-                x: entry.0.x + start_pos.x,
-                y: entry.0.y + start_pos.y,
-            });
-            ops.push(Operation::SetCellCode {
-                cell_ref,
-                code_cell_value: Some(entry.1.clone()),
-            });
-            compute = true;
-        });
-
-        formats.iter().for_each(|format| {
-            ops.push(Operation::SetCellFormats {
-                region: region.clone(),
-                attr: format.clone(),
-            });
-        });
-
-        // add borders to the sheet
-        borders.iter().for_each(|(x, y, cell_borders)| {
-            if let Some(cell_borders) = cell_borders {
-                let mut border_selections = vec![];
-                let mut border_styles = vec![];
-                let (column, _) = sheet.get_or_create_column(*x + start_pos.x);
-                let row_id = sheet.get_or_create_row(*y + start_pos.y);
-                let region = RegionRef {
-                    sheet: sheet.id,
-                    columns: vec![column.id],
-                    rows: vec![row_id.id],
-                };
-
-                cell_borders
-                    .borders
-                    .iter()
-                    .enumerate()
-                    .for_each(|(index, border_style)| {
-                        if let Some(border_style) = border_style.to_owned() {
-                            let border_selection = match index {
-                                0 => BorderSelection::Left,
-                                1 => BorderSelection::Top,
-                                2 => BorderSelection::Right,
-                                3 => BorderSelection::Bottom,
-                                _ => BorderSelection::Clear,
-                            };
-                            border_selections.push(border_selection);
-                            border_styles.push(Some(border_style));
-                        }
-                    });
-
-                let borders =
-                    generate_borders_full(sheet, &region, border_selections, border_styles);
-                ops.push(Operation::SetBorders { region, borders });
-            }
-        });
-
-        self.set_in_progress_transaction(ops, cursor, compute, TransactionType::Normal)
-    }
-
-    fn paste_plain_text(
-        &mut self,
-        sheet_id: SheetId,
-        start_pos: Pos,
-        clipboard: String,
-        cursor: Option<String>,
-    ) -> TransactionSummary {
-        let lines: Vec<&str> = clipboard.split('\n').collect();
-
-        let mut operations = vec![];
-
-        let cell_values = lines
-            .iter()
-            .enumerate()
-            .map(|(x, line)| {
-                line.split('\t')
-                    .enumerate()
-                    .map(|(y, value)| {
-                        self.string_to_cell_value(
-                            sheet_id,
-                            (start_pos.x + x as i64, start_pos.y + y as i64).into(),
-                            value,
-                            &mut operations,
-                        )
-                    })
-                    .collect::<Vec<CellValue>>()
-            })
-            .collect::<Vec<Vec<CellValue>>>();
-
-        let array = Array::from(cell_values);
-
-        let rect = crate::Rect::new_span(
-            start_pos,
-            (
-                start_pos.x + array.width() as i64 - 1,
-                start_pos.y + array.height() as i64 - 1,
-            )
-                .into(),
-        );
-
-        operations.push(Operation::SetCellValues {
-            region: self.region(sheet_id, rect),
-            values: array,
-        });
-
-        self.set_in_progress_transaction(operations, cursor, true, TransactionType::Normal)
-    }
-
-    // todo: parse table structure to provide better pasting experience from other spreadsheets
-    fn paste_html(
-        &mut self,
-        sheet_id: SheetId,
-        pos: Pos,
-        html: String,
-        cursor: Option<String>,
-    ) -> Result<TransactionSummary, ()> {
-        // use regex to find data-quadratic
-        let re = Regex::new(r#"data-quadratic="(.*)"><tbody"#).unwrap();
-        let Some(data) = re.captures(&html) else {
-            return Err(());
-        };
-        let result = &data.get(1).map_or("", |m| m.as_str());
-
-        // decode html in attribute
-        let unencoded = htmlescape::decode_html(result);
-        if unencoded.is_err() {
-            return Err(());
-        }
-
-        // parse into Clipboard
-        let parsed = serde_json::from_str::<Clipboard>(&unencoded.unwrap());
-        if parsed.is_err() {
-            return Err(());
-        }
-        let clipboard = parsed.unwrap();
-        Ok(self.set_clipboard_cells(sheet_id, pos, clipboard, cursor))
+        let (ops, plain_text, html) = self.cut_to_clipboard_operations(sheet_rect);
+        let summary = self.set_in_progress_transaction(ops, cursor, false, TransactionType::User);
+        (summary, plain_text, html)
     }
 
     pub fn paste_from_clipboard(
         &mut self,
-        sheet_id: SheetId,
-        pos: Pos,
+        sheet_pos: SheetPos,
         plain_text: Option<String>,
         html: Option<String>,
         cursor: Option<String>,
     ) -> TransactionSummary {
         // first try html
         if let Some(html) = html {
-            let pasted_html = self.paste_html(sheet_id, pos, html, cursor.clone());
-            if let Ok(pasted_html) = pasted_html {
-                return pasted_html;
+            if let Ok(ops) = self.paste_html_operations(sheet_pos, html) {
+                self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+            } else {
+                TransactionSummary::default()
             }
         }
-
         // if not quadratic html, then use the plain text
         // first try html
-        if let Some(plain_text) = plain_text {
-            return self.paste_plain_text(sheet_id, pos, plain_text, cursor);
+        else if let Some(plain_text) = plain_text {
+            let ops = self.paste_plain_text_operations(sheet_pos, plain_text);
+            self.set_in_progress_transaction(ops, cursor, true, TransactionType::User)
+        } else {
+            TransactionSummary::default()
         }
-        TransactionSummary::default()
     }
 }
 
@@ -398,10 +163,10 @@ mod test {
         color::Rgba,
         controller::GridController,
         grid::{
-            generate_borders, js_types::CellFormatSummary, set_region_borders, BorderSelection,
+            generate_borders, js_types::CellFormatSummary, set_rect_borders, BorderSelection,
             BorderStyle, CellBorderLine, CodeCellLanguage, Sheet,
         },
-        CellValue, Pos, Rect,
+        CellValue, Pos, Rect, SheetPos, SheetRect,
     };
 
     fn set_borders(sheet: &mut Sheet) {
@@ -411,9 +176,8 @@ mod test {
             line: CellBorderLine::Line1,
         };
         let rect = Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 0, y: 0 });
-        let region = sheet.region(rect);
-        let borders = generate_borders(sheet, &region, selection, Some(style));
-        set_region_borders(sheet, vec![region.clone()], borders);
+        let borders = generate_borders(sheet, &rect, selection, Some(style));
+        set_rect_borders(sheet, &rect, borders);
     }
 
     #[test]
@@ -421,45 +185,65 @@ mod test {
         let mut gc = GridController::default();
         let sheet_id = gc.sheet_ids()[0];
 
-        gc.set_cell_value(sheet_id, Pos { x: 1, y: 1 }, String::from("1, 1"), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 1,
+                y: 1,
+                sheet_id,
+            },
+            String::from("1, 1"),
+            None,
+        );
         gc.set_cell_bold(
-            sheet_id,
-            Rect {
+            SheetRect {
                 min: Pos { x: 1, y: 1 },
                 max: Pos { x: 1, y: 1 },
+                sheet_id,
             },
             Some(true),
             None,
         );
 
-        gc.set_cell_value(sheet_id, Pos { x: 3, y: 2 }, String::from("12"), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 3,
+                y: 2,
+                sheet_id,
+            },
+            String::from("12"),
+            None,
+        );
         gc.set_cell_italic(
-            sheet_id,
-            Rect {
+            SheetRect {
                 min: Pos { x: 3, y: 2 },
                 max: Pos { x: 3, y: 2 },
+                sheet_id,
             },
             Some(true),
             None,
         );
 
-        let rect = Rect {
+        let sheet_rect = SheetRect {
             min: Pos { x: 1, y: 1 },
             max: Pos { x: 3, y: 2 },
+            sheet_id,
         };
 
-        let (plain_text, _) = gc.copy_to_clipboard(sheet_id, rect);
+        let (plain_text, _) = gc.copy_to_clipboard(sheet_rect);
         assert_eq!(plain_text, String::from("1, 1\t\t\n\t\t12"));
 
-        let rect = Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 3, y: 3 });
-        let clipboard = gc.copy_to_clipboard(sheet_id, rect);
+        let sheet_rect = SheetRect::new_pos_span(Pos { x: 0, y: 0 }, Pos { x: 3, y: 3 }, sheet_id);
+        let clipboard = gc.copy_to_clipboard(sheet_rect);
 
         // paste using plain_text
         let mut gc = GridController::default();
         let sheet_id = gc.sheet_ids()[0];
         gc.paste_from_clipboard(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             Some(clipboard.clone().0),
             None,
             None,
@@ -478,8 +262,11 @@ mod test {
         let mut gc = GridController::default();
         let sheet_id = gc.sheet_ids()[0];
         gc.paste_from_clipboard(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             Some(String::from("")),
             Some(clipboard.clone().1),
             None,
@@ -522,8 +309,11 @@ mod test {
         let sheet_id = gc.sheet_ids()[0];
 
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 1, y: 1 },
+            SheetPos {
+                x: 1,
+                y: 1,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             String::from("1 + 1"),
             None,
@@ -531,8 +321,8 @@ mod test {
 
         assert_eq!(gc.undo_stack.len(), 1);
 
-        let rect = Rect::new_span(Pos { x: 1, y: 1 }, Pos { x: 1, y: 1 });
-        let clipboard = gc.copy_to_clipboard(sheet_id, rect);
+        let sheet_rect = SheetRect::new_pos_span(Pos { x: 1, y: 1 }, Pos { x: 1, y: 1 }, sheet_id);
+        let clipboard = gc.copy_to_clipboard(sheet_rect);
 
         // paste using html
         let mut gc = GridController::default();
@@ -542,8 +332,11 @@ mod test {
 
         // overwrite an existing code cell
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             CodeCellLanguage::Formula,
             String::from("2 + 2"),
             None,
@@ -552,8 +345,11 @@ mod test {
         assert_eq!(gc.undo_stack.len(), 1);
 
         gc.paste_from_clipboard(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             Some(String::from("")),
             Some(clipboard.1),
             None,
@@ -592,12 +388,15 @@ mod test {
 
         set_borders(sheet);
 
-        let rect = Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 0, y: 0 });
-        let clipboard = gc.copy_to_clipboard(sheet_id, rect);
+        let sheet_rect = SheetRect::new_pos_span(Pos { x: 0, y: 0 }, Pos { x: 0, y: 0 }, sheet_id);
+        let clipboard = gc.copy_to_clipboard(sheet_rect);
 
         gc.paste_from_clipboard(
-            sheet_id,
-            Pos { x: 3, y: 3 },
+            SheetPos {
+                x: 3,
+                y: 3,
+                sheet_id,
+            },
             Some(String::from("")),
             Some(clipboard.1),
             None,
@@ -630,9 +429,8 @@ mod test {
             line: CellBorderLine::Line1,
         };
         let rect = Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 4, y: 4 });
-        let region = sheet.region(rect);
-        let borders = generate_borders(sheet, &region, selection, Some(style));
-        set_region_borders(sheet, vec![region.clone()], borders);
+        let borders = generate_borders(sheet, &rect, selection, Some(style));
+        set_rect_borders(sheet, &rect, borders);
 
         // weird: can't test them by comparing arrays since the order is seemingly random
         let render = gc.get_render_borders(sheet_id.to_string());
@@ -666,11 +464,21 @@ mod test {
                 && border.style == style
         }));
 
-        let (_, html) = gc.copy_to_clipboard(
+        let (_, html) = gc.copy_to_clipboard(SheetRect::new_pos_span(
+            Pos { x: 0, y: 0 },
+            Pos { x: 4, y: 4 },
             sheet_id,
-            Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 4, y: 4 }),
+        ));
+        let _ = gc.paste_from_clipboard(
+            SheetPos {
+                x: 0,
+                y: 10,
+                sheet_id,
+            },
+            None,
+            Some(html),
+            None,
         );
-        let _ = gc.paste_html(sheet_id, Pos { x: 0, y: 10 }, html, None);
 
         let render = gc.get_render_borders(sheet_id.to_string());
         assert!(render.get_horizontal().iter().any(|border| {
@@ -714,8 +522,11 @@ mod test {
         );
 
         gc.paste_from_clipboard(
-            sheet_id,
-            Pos { x: 1, y: 2 },
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            },
             None,
             Some(pasted_output),
             None,
diff --git a/quadratic-core/src/controller/formatting.rs b/quadratic-core/src/controller/user_actions/formatting.rs
similarity index 63%
rename from quadratic-core/src/controller/formatting.rs
rename to quadratic-core/src/controller/user_actions/formatting.rs
index d2ec2513a2..9b96806e34 100644
--- a/quadratic-core/src/controller/formatting.rs
+++ b/quadratic-core/src/controller/user_actions/formatting.rs
@@ -1,154 +1,75 @@
-use std::collections::HashSet;
-
+use crate::controller::{
+    execution::TransactionType, operations::operation::Operation,
+    transaction_summary::TransactionSummary, GridController,
+};
 use crate::{
     grid::{
-        Bold, CellAlign, CellFmtAttr, CellWrap, FillColor, Italic, NumericCommas, NumericDecimals,
-        NumericFormat, NumericFormatKind, RegionRef, RenderSize, SheetId, TextColor,
+        formatting::CellFmtArray, Bold, CellAlign, CellFmtAttr, CellWrap, FillColor, Italic,
+        NumericCommas, NumericDecimals, NumericFormat, RenderSize, TextColor,
     },
-    Pos, Rect, RunLengthEncoding,
-};
-use serde::{Deserialize, Serialize};
-
-use super::{
-    operation::Operation,
-    transaction_summary::{CellSheetsModified, TransactionSummary},
-    transactions::TransactionType,
-    GridController,
+    Pos, RunLengthEncoding, SheetPos, SheetRect,
 };
 
 impl GridController {
     pub fn set_cell_formats_for_type<A: CellFmtAttr>(
         &mut self,
-        region: &RegionRef,
+        sheet_rect: &SheetRect,
         values: RunLengthEncoding<Option<A::Value>>,
-        cell_sheets_modified: Option<&mut HashSet<CellSheetsModified>>,
+        update_cell_sheets_modified: bool,
     ) -> RunLengthEncoding<Option<A::Value>> {
-        let sheet = self.grid.sheet_mut_from_id(region.sheet);
-        // TODO: optimize this for contiguous runs of the same value
-        let mut old_values = RunLengthEncoding::new();
-        for (cell_ref, value) in region.iter().zip(values.iter_values()) {
-            let old_value = sheet
-                .cell_ref_to_pos(cell_ref)
-                .and_then(|pos| sheet.set_formatting_value::<A>(pos, value.clone()));
-            old_values.push(old_value);
+        let sheet = self.grid.sheet_mut_from_id(sheet_rect.sheet_id);
+        let results = sheet.set_cell_formats_for_type::<A>(sheet_rect, values);
+        if update_cell_sheets_modified {
+            self.add_cell_sheets_modified_rect(sheet_rect);
         }
-        if let Some(cell_sheets_modified) = cell_sheets_modified {
-            CellSheetsModified::add_region(cell_sheets_modified, sheet, region);
-        }
-        old_values
+        results
     }
 
     /// set currency type for a region
     /// this also resets NumericDecimals to 2
     pub fn set_currency(
         &mut self,
-        sheet_id: SheetId,
-        rect: &Rect,
+        sheet_rect: &SheetRect,
         symbol: Option<String>,
         cursor: Option<String>,
     ) -> TransactionSummary {
-        let region = self.grid_mut().sheet_mut_from_id(sheet_id).region(*rect);
-        let ops = vec![
-            Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
-                    Some(NumericFormat {
-                        kind: NumericFormatKind::Currency,
-                        symbol,
-                    }),
-                    region.len(),
-                )),
-            },
-            Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(
-                    Some(2),
-                    region.len(),
-                )),
-            },
-        ];
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+        let ops = self.set_currency_operations(sheet_rect, symbol);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
     }
 
     /// Sets NumericFormat and NumericDecimals to None
     pub fn remove_number_formatting(
         &mut self,
-        sheet_id: SheetId,
-        rect: &Rect,
+        sheet_rect: &SheetRect,
         cursor: Option<String>,
     ) -> TransactionSummary {
-        let region = self.grid_mut().sheet_mut_from_id(sheet_id).region(*rect);
-        let ops = vec![
-            Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(None, region.len())),
-            },
-            Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(None, region.len())),
-            },
-            Operation::SetCellFormats {
-                region: region.clone(),
-                attr: CellFmtArray::NumericCommas(RunLengthEncoding::repeat(None, region.len())),
-            },
-        ];
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+        let ops = self.remove_number_formatting_operations(sheet_rect);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
     }
 
-    // todo: should also check the results of spills
     pub fn change_decimal_places(
         &mut self,
-        sheet_id: SheetId,
-        source: Pos,
-        rect: Rect,
+        source: SheetPos,
+        sheet_rect: SheetRect,
         delta: isize,
         cursor: Option<String>,
     ) -> TransactionSummary {
-        let sheet = self.sheet(sheet_id);
-        let is_percentage =
-            sheet.cell_numeric_format_kind(source) == Some(NumericFormatKind::Percentage);
-        let decimals = sheet.decimal_places(source, is_percentage).unwrap_or(0);
-        if decimals + (delta as i16) < 0 {
-            return TransactionSummary::default();
-        }
-        let region = self.region(sheet_id, rect);
-        let numeric_decimals = Some(decimals + delta as i16);
-        let ops = vec![Operation::SetCellFormats {
-            region: region.clone(),
-            attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(
-                numeric_decimals,
-                region.len(),
-            )),
-        }];
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+        let ops = self.change_decimal_places_operations(source, sheet_rect, delta);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
     }
 
     pub fn toggle_commas(
         &mut self,
-        sheet_id: SheetId,
-        source: Pos,
-        rect: Rect,
+        source: SheetPos,
+        sheet_rect: SheetRect,
         cursor: Option<String>,
     ) -> TransactionSummary {
-        let sheet = self.sheet(sheet_id);
-        let commas = if let Some(commas) = sheet.get_formatting_value::<NumericCommas>(source) {
-            !commas
-        } else {
-            true
-        };
-        let region = self.region(sheet_id, rect);
-        let ops = vec![Operation::SetCellFormats {
-            region: region.clone(),
-            attr: CellFmtArray::NumericCommas(RunLengthEncoding::repeat(
-                Some(commas),
-                region.len(),
-            )),
-        }];
-        self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
+        let ops = self.toggle_commas_operations(source, sheet_rect);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
     }
 
-    pub fn get_all_cell_formats(&self, sheet_id: SheetId, rect: Rect) -> Vec<CellFmtArray> {
-        let sheet = self.sheet(sheet_id);
+    pub fn get_all_cell_formats(&self, sheet_rect: SheetRect) -> Vec<CellFmtArray> {
+        let sheet = self.sheet(sheet_rect.sheet_id);
         let mut cell_formats = vec![
             CellFmtArray::Align(RunLengthEncoding::new()),
             CellFmtArray::Wrap(RunLengthEncoding::new()),
@@ -160,8 +81,8 @@ impl GridController {
             CellFmtArray::TextColor(RunLengthEncoding::new()),
             CellFmtArray::FillColor(RunLengthEncoding::new()),
         ];
-        for y in rect.y_range() {
-            for x in rect.x_range() {
+        for y in sheet_rect.y_range() {
+            for x in sheet_rect.x_range() {
                 let pos = Pos { x, y };
                 cell_formats.iter_mut().for_each(|array| match array {
                     CellFmtArray::Align(array) => {
@@ -206,15 +127,13 @@ macro_rules! impl_set_cell_fmt_method {
         impl GridController {
             pub fn $method_name(
                 &mut self,
-                sheet_id: SheetId,
-                rect: Rect,
+                sheet_rect: SheetRect,
                 value: Option<<$cell_fmt_attr_type as CellFmtAttr>::Value>,
                 cursor: Option<String>,
             ) -> TransactionSummary {
-                let region = self.region(sheet_id, rect);
                 let attr =
-                    $cell_fmt_array_constructor(RunLengthEncoding::repeat(value, region.len()));
-                let ops = vec![Operation::SetCellFormats { region, attr }];
+                    $cell_fmt_array_constructor(RunLengthEncoding::repeat(value, sheet_rect.len()));
+                let ops = vec![Operation::SetCellFormats { sheet_rect, attr }];
                 self.set_in_progress_transaction(ops, cursor, false, TransactionType::Normal)
             }
         }
@@ -231,27 +150,12 @@ impl_set_cell_fmt_method!(set_cell_text_color<TextColor>(CellFmtArray::TextColor
 impl_set_cell_fmt_method!(set_cell_fill_color<FillColor>(CellFmtArray::FillColor));
 impl_set_cell_fmt_method!(set_cell_render_size<RenderSize>(CellFmtArray::RenderSize));
 
-/// Array of a single cell formatting attribute.
-#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
-pub enum CellFmtArray {
-    Align(RunLengthEncoding<Option<CellAlign>>),
-    Wrap(RunLengthEncoding<Option<CellWrap>>),
-    NumericFormat(RunLengthEncoding<Option<NumericFormat>>),
-    NumericDecimals(RunLengthEncoding<Option<i16>>),
-    NumericCommas(RunLengthEncoding<Option<bool>>),
-    Bold(RunLengthEncoding<Option<bool>>),
-    Italic(RunLengthEncoding<Option<bool>>),
-    TextColor(RunLengthEncoding<Option<String>>),
-    FillColor(RunLengthEncoding<Option<String>>),
-    RenderSize(RunLengthEncoding<Option<RenderSize>>),
-}
-
 #[cfg(test)]
 mod test {
     use crate::{
         controller::GridController,
         grid::{RenderSize, TextColor},
-        Pos, Rect,
+        Pos, Rect, SheetPos, SheetRect,
     };
 
     #[test]
@@ -261,8 +165,8 @@ mod test {
         let pos1 = Pos { x: 3, y: 6 };
         let pos2 = Pos { x: 5, y: 8 };
         let pos3 = Pos { x: 9, y: 6 };
-        let rect1 = Rect::new_span(pos1, pos2);
-        let rect2 = Rect::new_span(pos2, pos3);
+        let rect1 = SheetRect::new_pos_span(pos1, pos2, sheet_id);
+        let rect2 = SheetRect::new_pos_span(pos2, pos3, sheet_id);
 
         let get = |g: &GridController, pos: crate::Pos| {
             g.sheet(sheet_id)
@@ -274,12 +178,12 @@ mod test {
         assert_eq!(get(&gc, pos2), "");
         assert_eq!(get(&gc, pos3), "");
 
-        gc.set_cell_text_color(sheet_id, rect1, Some("blue".to_string()), None);
+        gc.set_cell_text_color(rect1, Some("blue".to_string()), None);
         assert_eq!(get(&gc, pos1), "blue");
         assert_eq!(get(&gc, pos2), "blue");
         assert_eq!(get(&gc, pos3), "");
 
-        gc.set_cell_text_color(sheet_id, rect2, Some("red".to_string()), None);
+        gc.set_cell_text_color(rect2, Some("red".to_string()), None);
         assert_eq!(get(&gc, pos1), "blue");
         assert_eq!(get(&gc, pos2), "red");
         assert_eq!(get(&gc, pos3), "red");
@@ -305,12 +209,12 @@ mod test {
         assert_eq!(get(&gc, pos3), "red");
 
         // delete and redo
-        gc.delete_cells_rect(sheet_id, rect1, None);
+        gc.delete_cells_rect(rect1, None);
         assert_eq!(get(&gc, pos1), "blue");
         assert_eq!(get(&gc, pos2), "red");
         assert_eq!(get(&gc, pos3), "red");
 
-        gc.clear_formatting(sheet_id, rect1, None);
+        gc.clear_formatting(rect1, None);
         assert_eq!(get(&gc, pos1), "");
         assert_eq!(get(&gc, pos2), "");
         assert_eq!(get(&gc, pos3), "red");
@@ -331,28 +235,28 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_fill_color(
-            sheet_id,
-            Rect {
+            SheetRect {
                 min: crate::Pos { x: 1, y: 1 },
                 max: crate::Pos { x: 10, y: 10 },
+                sheet_id,
             },
             Some("blue".to_string()),
             None,
         );
         gc.set_cell_fill_color(
-            sheet_id,
-            Rect {
+            SheetRect {
                 min: crate::Pos { x: 1, y: 15 },
                 max: crate::Pos { x: 10, y: 20 },
+                sheet_id,
             },
             Some("blue".to_string()),
             None,
         );
         gc.set_cell_fill_color(
-            sheet_id,
-            Rect {
+            SheetRect {
                 min: crate::Pos { x: 1, y: 10 },
                 max: crate::Pos { x: 10, y: 15 },
+                sheet_id,
             },
             Some("blue".to_string()),
             None,
@@ -370,18 +274,32 @@ mod test {
         let mut gc: GridController = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_value(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             String::from("1.12345678"),
             None,
         );
         gc.set_cell_value(
-            sheet_id,
-            Pos { x: 1, y: 0 },
+            SheetPos {
+                x: 1,
+                y: 0,
+                sheet_id,
+            },
             String::from("0.12345678"),
             None,
         );
-        gc.set_cell_value(sheet_id, Pos { x: 0, y: 1 }, String::from("abcd"), None);
+        gc.set_cell_value(
+            SheetPos {
+                x: 0,
+                y: 1,
+                sheet_id,
+            },
+            String::from("abcd"),
+            None,
+        );
         let cells = gc
             .sheet(sheet_id)
             .get_render_cells(Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 1, y: 1 }));
@@ -392,9 +310,12 @@ mod test {
 
         // delta: -1 for two cells
         gc.change_decimal_places(
-            sheet_id,
-            Pos { x: 0, y: 0 },
-            Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 1, y: 1 }),
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
+            SheetRect::new_pos_span(Pos { x: 0, y: 0 }, Pos { x: 1, y: 1 }, sheet_id),
             -1,
             None,
         );
@@ -408,9 +329,12 @@ mod test {
 
         // delta +1 for two cells
         gc.change_decimal_places(
-            sheet_id,
-            Pos { x: 0, y: 0 },
-            Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 1, y: 1 }),
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
+            SheetRect::new_pos_span(Pos { x: 0, y: 0 }, Pos { x: 1, y: 1 }, sheet_id),
             1,
             None,
         );
@@ -428,14 +352,16 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_value(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             String::from("1.12345678"),
             None,
         );
         gc.set_currency(
-            sheet_id,
-            &Rect::single_pos(Pos { x: 0, y: 0 }),
+            &SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id),
             Some("$".to_string()),
             None,
         );
@@ -451,8 +377,7 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_render_size(
-            sheet_id,
-            Rect::single_pos(Pos { x: 0, y: 0 }),
+            SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id),
             Some(RenderSize {
                 w: "1".to_string(),
                 h: "2".to_string(),
@@ -466,18 +391,20 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_value(
-            sheet_id,
-            Pos { x: 0, y: 0 },
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            },
             String::from("1.12345678"),
             None,
         );
         gc.set_currency(
-            sheet_id,
-            &Rect::single_pos(Pos { x: 0, y: 0 }),
+            &SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id),
             Some("$".to_string()),
             None,
         );
-        gc.clear_formatting(sheet_id, Rect::single_pos(Pos { x: 0, y: 0 }), None);
+        gc.clear_formatting(SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id), None);
         let cells = gc
             .sheet(sheet_id)
             .get_render_cells(Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 0, y: 0 }));
@@ -490,8 +417,7 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_render_size(
-            sheet_id,
-            Rect::single_pos(Pos { x: 0, y: 0 }),
+            SheetRect::single_pos(Pos { x: 0, y: 0 }, sheet_id),
             Some(RenderSize {
                 w: "1".to_string(),
                 h: "2".to_string(),
diff --git a/quadratic-core/src/controller/import.rs b/quadratic-core/src/controller/user_actions/import.rs
similarity index 52%
rename from quadratic-core/src/controller/import.rs
rename to quadratic-core/src/controller/user_actions/import.rs
index 3a105b326a..f27fd64cd5 100644
--- a/quadratic-core/src/controller/import.rs
+++ b/quadratic-core/src/controller/user_actions/import.rs
@@ -1,9 +1,8 @@
-use anyhow::{anyhow, bail, Result};
-
-use super::{
-    transaction_summary::TransactionSummary, transactions::TransactionType, GridController,
+use crate::controller::{
+    execution::TransactionType, transaction_summary::TransactionSummary, GridController,
 };
-use crate::{controller::operation::Operation, grid::SheetId, Array, CellValue, Pos};
+use crate::{grid::SheetId, Pos};
+use anyhow::Result;
 
 impl GridController {
     /// Imports a CSV file into the grid.
@@ -17,57 +16,8 @@ impl GridController {
         insert_at: Pos,
         cursor: Option<String>,
     ) -> Result<TransactionSummary> {
-        let error = |message: String| anyhow!("Error parsing CSV file {}: {}", file_name, message);
-        let width = csv::ReaderBuilder::new().from_reader(file).headers()?.len() as u32;
-
-        if width == 0 {
-            bail!("empty files cannot be processed");
-        }
-
-        let mut reader = csv::ReaderBuilder::new()
-            .has_headers(false)
-            .from_reader(file);
-
-        let mut ops = vec![] as Vec<Operation>;
-
-        let cell_values = reader
-            .records()
-            .enumerate()
-            .flat_map(|(row, record)| {
-                // convert the record into a vector of Operations
-                record
-                    .map_err(|e| error(format!("line {}: {}", row + 1, e)))?
-                    .iter()
-                    .enumerate()
-                    .map(|(col, value)| {
-                        Ok(self.string_to_cell_value(
-                            sheet_id,
-                            (insert_at.x + col as i64, insert_at.y + row as i64).into(),
-                            value,
-                            &mut ops,
-                        ))
-                    })
-                    .collect::<Result<Vec<CellValue>>>()
-            })
-            .collect::<Vec<Vec<CellValue>>>();
-
-        let array = Array::from(cell_values);
-
-        let rect = crate::Rect::new_span(
-            insert_at,
-            (
-                insert_at.x + array.width() as i64 - 1,
-                insert_at.y + array.height() as i64 - 1,
-            )
-                .into(),
-        );
-
-        ops.push(Operation::SetCellValues {
-            region: self.region(sheet_id, rect),
-            values: array,
-        });
-
-        Ok(self.set_in_progress_transaction(ops, cursor, true, TransactionType::Normal))
+        let ops = self.import_csv_operations(sheet_id, file, file_name, insert_at)?;
+        Ok(self.set_in_progress_transaction(ops, cursor, true, TransactionType::User))
     }
 }
 
diff --git a/quadratic-core/src/controller/user_actions/mod.rs b/quadratic-core/src/controller/user_actions/mod.rs
new file mode 100644
index 0000000000..85dc8660ea
--- /dev/null
+++ b/quadratic-core/src/controller/user_actions/mod.rs
@@ -0,0 +1,10 @@
+/// These are all user-initiated actions on the grid.
+///
+pub mod auto_complete;
+pub mod borders;
+pub mod cells;
+pub mod clipboard;
+pub mod formatting;
+pub mod import;
+pub mod sheets;
+pub mod undo;
diff --git a/quadratic-core/src/controller/user_actions/sheets.rs b/quadratic-core/src/controller/user_actions/sheets.rs
new file mode 100644
index 0000000000..ecc47a2c94
--- /dev/null
+++ b/quadratic-core/src/controller/user_actions/sheets.rs
@@ -0,0 +1,150 @@
+use crate::{
+    controller::{
+        execution::TransactionType, transaction_summary::TransactionSummary, GridController,
+    },
+    grid::SheetId,
+};
+
+impl GridController {
+    pub fn set_sheet_name(
+        &mut self,
+        sheet_id: SheetId,
+        name: String,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.set_sheet_name_operations(sheet_id, name);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+
+    pub fn set_sheet_color(
+        &mut self,
+        sheet_id: SheetId,
+        color: Option<String>,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.set_sheet_color_operations(sheet_id, color);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+
+    pub fn add_sheet(&mut self, cursor: Option<String>) -> TransactionSummary {
+        let ops = self.add_sheet_operations();
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+    pub fn delete_sheet(
+        &mut self,
+        sheet_id: SheetId,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.delete_sheet_operations(sheet_id);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+    pub fn move_sheet(
+        &mut self,
+        sheet_id: SheetId,
+        to_before: Option<SheetId>,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.move_sheet_operations(sheet_id, to_before);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+    pub fn duplicate_sheet(
+        &mut self,
+        sheet_id: SheetId,
+        cursor: Option<String>,
+    ) -> TransactionSummary {
+        let ops = self.duplicate_sheet_operations(sheet_id);
+        self.set_in_progress_transaction(ops, cursor, false, TransactionType::User)
+    }
+}
+
+#[cfg(test)]
+mod test {
+    use crate::{controller::GridController, grid::SheetId};
+
+    #[test]
+    fn test_add_delete_reorder_sheets() {
+        let mut g = GridController::new();
+        g.add_sheet(None);
+        g.add_sheet(None);
+        let old_sheet_ids = g.sheet_ids();
+        let s1 = old_sheet_ids[0];
+        let s2 = old_sheet_ids[1];
+        let s3 = old_sheet_ids[2];
+
+        fn test_reorder(
+            g: &mut GridController,
+            a: SheetId,
+            b: Option<SheetId>,
+            expected: [SheetId; 3],
+            old_sheet_ids: &Vec<SheetId>,
+        ) {
+            g.move_sheet(a, b, None);
+            assert_eq!(expected.to_vec(), g.sheet_ids());
+            g.undo(None);
+            assert_eq!(*old_sheet_ids, g.sheet_ids());
+        }
+
+        test_reorder(&mut g, s1, Some(s2), [s1, s2, s3], &old_sheet_ids);
+        test_reorder(&mut g, s1, Some(s3), [s2, s1, s3], &old_sheet_ids);
+        test_reorder(&mut g, s1, None, [s2, s3, s1], &old_sheet_ids);
+        test_reorder(&mut g, s2, Some(s1), [s2, s1, s3], &old_sheet_ids);
+        test_reorder(&mut g, s2, Some(s3), [s1, s2, s3], &old_sheet_ids);
+        test_reorder(&mut g, s2, None, [s1, s3, s2], &old_sheet_ids);
+        test_reorder(&mut g, s3, Some(s1), [s3, s1, s2], &old_sheet_ids);
+        test_reorder(&mut g, s3, Some(s2), [s1, s3, s2], &old_sheet_ids);
+        test_reorder(&mut g, s3, None, [s1, s2, s3], &old_sheet_ids);
+
+        fn test_delete(
+            g: &mut GridController,
+            a: SheetId,
+            expected: [SheetId; 2],
+            old_sheet_ids: &Vec<SheetId>,
+        ) {
+            g.delete_sheet(a, None);
+            assert_eq!(expected.to_vec(), g.sheet_ids());
+            g.undo(None);
+            assert_eq!(*old_sheet_ids, g.sheet_ids());
+        }
+
+        test_delete(&mut g, s1, [s2, s3], &old_sheet_ids);
+        test_delete(&mut g, s2, [s1, s3], &old_sheet_ids);
+        test_delete(&mut g, s3, [s1, s2], &old_sheet_ids);
+    }
+
+    #[test]
+    fn test_duplicate_sheet() {
+        let mut g = GridController::new();
+        let old_sheet_ids = g.sheet_ids();
+        let s1 = old_sheet_ids[0];
+
+        g.set_sheet_name(s1, String::from("Nice Name"), None);
+        g.duplicate_sheet(s1, None);
+        let sheet_ids = g.sheet_ids();
+        let s2 = sheet_ids[1];
+
+        let sheet1 = g.sheet(s1);
+        let sheet2 = g.sheet(s2);
+
+        assert_eq!(sheet2.name, format!("{} Copy", sheet1.name));
+    }
+
+    #[test]
+    fn test_delete_last_sheet() {
+        let mut g = GridController::new();
+        let sheet_ids = g.sheet_ids();
+        let first_sheet_id = sheet_ids[0];
+
+        g.delete_sheet(first_sheet_id, None);
+        let new_sheet_ids = g.sheet_ids();
+        assert_eq!(new_sheet_ids.len(), 1);
+        assert_ne!(new_sheet_ids[0], sheet_ids[0]);
+
+        g.undo(None);
+        let new_sheet_ids_2 = g.sheet_ids();
+        assert_eq!(sheet_ids[0], new_sheet_ids_2[0]);
+
+        g.redo(None);
+        let new_sheet_ids_3 = g.sheet_ids();
+        assert_eq!(new_sheet_ids[0], new_sheet_ids_3[0]);
+    }
+}
diff --git a/quadratic-core/src/controller/user_actions/undo.rs b/quadratic-core/src/controller/user_actions/undo.rs
new file mode 100644
index 0000000000..ffaab4f4c6
--- /dev/null
+++ b/quadratic-core/src/controller/user_actions/undo.rs
@@ -0,0 +1,40 @@
+use crate::controller::{
+    execution::TransactionType, transaction_summary::TransactionSummary, GridController,
+};
+
+impl GridController {
+    pub fn has_undo(&self) -> bool {
+        !self.undo_stack.is_empty()
+    }
+    pub fn has_redo(&self) -> bool {
+        !self.redo_stack.is_empty()
+    }
+    pub fn undo(&mut self, cursor: Option<String>) -> TransactionSummary {
+        if let Some(transaction) = self.undo_stack.pop() {
+            let mut summary = self.set_in_progress_transaction(
+                transaction.operations,
+                cursor,
+                false,
+                TransactionType::Undo,
+            );
+            summary.cursor = transaction.cursor;
+            summary
+        } else {
+            TransactionSummary::default()
+        }
+    }
+    pub fn redo(&mut self, cursor: Option<String>) -> TransactionSummary {
+        if let Some(transaction) = self.redo_stack.pop() {
+            let mut summary = self.set_in_progress_transaction(
+                transaction.operations,
+                cursor,
+                false,
+                TransactionType::Redo,
+            );
+            summary.cursor = transaction.cursor;
+            summary
+        } else {
+            TransactionSummary::default()
+        }
+    }
+}
diff --git a/quadratic-core/src/formulas/ast.rs b/quadratic-core/src/formulas/ast.rs
index 4aa9583211..c77b6ee3ca 100644
--- a/quadratic-core/src/formulas/ast.rs
+++ b/quadratic-core/src/formulas/ast.rs
@@ -115,8 +115,8 @@ impl AstNode {
                 let ref1 = args[0].to_cell_ref()?;
                 let ref2 = args[1].to_cell_ref()?;
                 let sheet_name = ref1.sheet.clone();
-                let corner1 = ref1.resolve_from(ctx.pos.without_sheet());
-                let corner2 = ref2.resolve_from(ctx.pos.without_sheet());
+                let corner1 = ref1.resolve_from(ctx.sheet_pos.into());
+                let corner2 = ref2.resolve_from(ctx.sheet_pos.into());
 
                 let x1 = std::cmp::min(corner1.x, corner2.x);
                 let y1 = std::cmp::min(corner1.y, corner2.y);
diff --git a/quadratic-core/src/formulas/ctx.rs b/quadratic-core/src/formulas/ctx.rs
index e1d58ce9ba..32dc96aabc 100644
--- a/quadratic-core/src/formulas/ctx.rs
+++ b/quadratic-core/src/formulas/ctx.rs
@@ -10,16 +10,16 @@ pub struct Ctx<'ctx> {
     /// Grid file to access cells from.
     pub grid: &'ctx Grid,
     /// Position in the grid from which the formula is being evaluated.
-    pub pos: SheetPos,
+    pub sheet_pos: SheetPos,
     /// Cells that have been accessed in evaluating the formula.
     pub cells_accessed: HashSet<SheetPos>,
 }
 impl<'ctx> Ctx<'ctx> {
     /// Constructs a context for evaluating a formula at `pos` in `grid`.
-    pub fn new(grid: &'ctx Grid, pos: SheetPos) -> Self {
+    pub fn new(grid: &'ctx Grid, sheet_pos: SheetPos) -> Self {
         Ctx {
             grid,
-            pos,
+            sheet_pos,
             cells_accessed: HashSet::new(),
         }
     }
@@ -32,11 +32,11 @@ impl<'ctx> Ctx<'ctx> {
                 .grid
                 .sheet_from_name(sheet_name.clone()) // TODO: should not need clone
                 .ok_or(ErrorMsg::BadCellReference.with_span(span))?,
-            None => self.grid.sheet_from_id(self.pos.sheet_id),
+            None => self.grid.sheet_from_id(self.sheet_pos.sheet_id),
         };
-        let ref_pos = ref_pos.resolve_from(self.pos.without_sheet());
-        let ref_pos_with_sheet = ref_pos.with_sheet(sheet.id);
-        if ref_pos_with_sheet == self.pos {
+        let ref_pos = ref_pos.resolve_from(self.sheet_pos.into());
+        let ref_pos_with_sheet = ref_pos.to_sheet_pos(sheet.id);
+        if ref_pos_with_sheet == self.sheet_pos {
             return Err(ErrorMsg::CircularReference.with_span(span));
         }
 
diff --git a/quadratic-core/src/formulas/functions/logic.rs b/quadratic-core/src/formulas/functions/logic.rs
index b9c30082fc..0c1b5eb30f 100644
--- a/quadratic-core/src/formulas/functions/logic.rs
+++ b/quadratic-core/src/formulas/functions/logic.rs
@@ -86,7 +86,7 @@ fn get_functions() -> Vec<FormulaFunction> {
 
 #[cfg(test)]
 mod tests {
-    use crate::formulas::tests::*;
+    use crate::{formulas::tests::*, Pos};
 
     #[test]
     fn test_formula_if() {
@@ -94,13 +94,13 @@ mod tests {
 
         let mut g = Grid::new();
         let sheet = &mut g.sheets_mut()[0];
-        sheet.set_cell_value(Pos { x: 0, y: 1 }, "q");
-        sheet.set_cell_value(Pos { x: 1, y: 1 }, "w");
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 1 }, "q");
+        let _ = sheet.set_cell_value(Pos { x: 1, y: 1 }, "w");
         let sheet_id = sheet.id;
 
-        let mut ctx = Ctx::new(&g, pos![A0].with_sheet(sheet_id));
+        let mut ctx = Ctx::new(&g, pos![A0].to_sheet_pos(sheet_id));
         assert_eq!("yep".to_string(), form.eval(&mut ctx).unwrap().to_string());
-        let mut ctx = Ctx::new(&g, pos![B0].with_sheet(sheet_id));
+        let mut ctx = Ctx::new(&g, pos![B0].to_sheet_pos(sheet_id));
         assert_eq!("nope".to_string(), form.eval(&mut ctx).unwrap().to_string());
     }
 }
diff --git a/quadratic-core/src/formulas/functions/lookup.rs b/quadratic-core/src/formulas/functions/lookup.rs
index 0f4667c70c..044b821a4c 100644
--- a/quadratic-core/src/formulas/functions/lookup.rs
+++ b/quadratic-core/src/formulas/functions/lookup.rs
@@ -20,7 +20,7 @@ fn get_functions() -> Vec<FormulaFunction> {
             #[examples("INDIRECT(\"Cn7\")", "INDIRECT(\"F\" & B0)")]
             #[zip_map]
             fn INDIRECT(ctx: Ctx, [cellref_string]: (Spanned<String>)) {
-                let pos = CellRef::parse_a1(&cellref_string.inner, ctx.pos.without_sheet())
+                let pos = CellRef::parse_a1(&cellref_string.inner, ctx.sheet_pos.into())
                     .ok_or(ErrorMsg::BadCellReference.with_span(cellref_string.span))?;
                 ctx.get_cell(&pos, cellref_string.span)?.inner
             }
@@ -463,7 +463,7 @@ mod tests {
     use lazy_static::lazy_static;
     use smallvec::smallvec;
 
-    use crate::formulas::tests::*;
+    use crate::{formulas::tests::*, Pos};
 
     lazy_static! {
         static ref NUMBERS_LOOKUP_ARRAY: Array = array![
@@ -499,10 +499,10 @@ mod tests {
 
         let mut g = Grid::new();
         let sheet = &mut g.sheets_mut()[0];
-        sheet.set_cell_value(pos![D5], 35);
+        let _ = sheet.set_cell_value(pos![D5], 35);
         let sheet_id = sheet.id;
 
-        let mut ctx = Ctx::new(&g, pos![D5].with_sheet(sheet_id));
+        let mut ctx = Ctx::new(&g, pos![D5].to_sheet_pos(sheet_id));
         assert_eq!(
             ErrorMsg::CircularReference,
             form.eval(&mut ctx).unwrap_err().msg,
@@ -1014,8 +1014,8 @@ mod tests {
         let mut g = Grid::new();
         let sheet = &mut g.sheets_mut()[0];
         for y in 1..=6 {
-            sheet.set_cell_value(Pos { x: 0, y }, y);
-            sheet.set_cell_value(Pos { x: 1, y }, format!("cell #{y}"));
+            let _ = sheet.set_cell_value(Pos { x: 0, y }, y);
+            let _ = sheet.set_cell_value(Pos { x: 1, y }, format!("cell #{y}"));
         }
 
         // Test lookup in sorted array
diff --git a/quadratic-core/src/formulas/functions/mathematics.rs b/quadratic-core/src/formulas/functions/mathematics.rs
index c430b020a7..3e0462479f 100644
--- a/quadratic-core/src/formulas/functions/mathematics.rs
+++ b/quadratic-core/src/formulas/functions/mathematics.rs
@@ -85,7 +85,7 @@ fn get_functions() -> Vec<FormulaFunction> {
 
 #[cfg(test)]
 mod tests {
-    use crate::formulas::tests::*;
+    use crate::{formulas::tests::*, Pos};
 
     #[test]
     fn test_sum() {
@@ -109,8 +109,8 @@ mod tests {
 
         let mut g = Grid::new();
         let sheet = &mut g.sheets_mut()[0];
-        sheet.set_cell_value(pos![A6], "text");
-        sheet.set_cell_value(pos![A7], "text");
+        let _ = sheet.set_cell_value(pos![A6], "text");
+        let _ = sheet.set_cell_value(pos![A7], "text");
         // One bad cell reference on its own doesn't cause an error because it's
         // a 1x1 array.
         assert_eq!("12", eval_to_string(&g, "SUM(12, A6)"));
@@ -168,7 +168,7 @@ mod tests {
         let g = Grid::new();
         assert_eq!("10", eval_to_string(&g, "ABS(-10)"));
         assert_eq!("10", eval_to_string(&g, "ABS(10)"));
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::MissingRequiredArgument {
                 func_name: "ABS".into(),
@@ -180,7 +180,7 @@ mod tests {
                 .unwrap_err()
                 .msg,
         );
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::TooManyArguments {
                 func_name: "ABS".into(),
@@ -199,7 +199,7 @@ mod tests {
         let g = Grid::new();
         crate::util::assert_f64_approx_eq(3.0_f64.sqrt(), &eval_to_string(&g, "SQRT(3)"));
         assert_eq!("4", eval_to_string(&g, "SQRT(16)"));
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::MissingRequiredArgument {
                 func_name: "SQRT".into(),
@@ -211,7 +211,7 @@ mod tests {
                 .unwrap_err()
                 .msg,
         );
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::TooManyArguments {
                 func_name: "SQRT".into(),
@@ -229,7 +229,7 @@ mod tests {
     fn test_pi() {
         let g = Grid::new();
         assert!(eval_to_string(&g, "PI()").starts_with("3.14159"));
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::TooManyArguments {
                 func_name: "PI".into(),
@@ -247,7 +247,7 @@ mod tests {
     fn test_tau() {
         let g = Grid::new();
         assert!(eval_to_string(&g, "TAU()").starts_with("6.283"));
-        let mut ctx = Ctx::new(&g, Pos::ORIGIN.with_sheet(g.sheets()[0].id));
+        let mut ctx = Ctx::new(&g, Pos::ORIGIN.to_sheet_pos(g.sheets()[0].id));
         assert_eq!(
             ErrorMsg::TooManyArguments {
                 func_name: "TAU".into(),
diff --git a/quadratic-core/src/formulas/functions/statistics.rs b/quadratic-core/src/formulas/functions/statistics.rs
index 09bf92a9a4..1d6b9ad22a 100644
--- a/quadratic-core/src/formulas/functions/statistics.rs
+++ b/quadratic-core/src/formulas/functions/statistics.rs
@@ -122,7 +122,7 @@ fn get_functions() -> Vec<FormulaFunction> {
 
 #[cfg(test)]
 mod tests {
-    use crate::formulas::tests::*;
+    use crate::{formulas::tests::*, Pos};
 
     #[test]
     fn test_formula_average() {
@@ -132,12 +132,12 @@ mod tests {
         let sheet = &mut g.sheets_mut()[0];
         for x in 1..=3 {
             for y in 1..=3 {
-                sheet.set_cell_value(Pos { x, y }, x * 3 + y);
+                let _ = sheet.set_cell_value(Pos { x, y }, x * 3 + y);
             }
         }
         let sheet_id = sheet.id;
 
-        let mut ctx = Ctx::new(&g, pos![nAn1].with_sheet(sheet_id));
+        let mut ctx = Ctx::new(&g, pos![nAn1].to_sheet_pos(sheet_id));
         assert_eq!("7.5".to_string(), form.eval(&mut ctx).unwrap().to_string(),);
 
         assert_eq!(
@@ -170,7 +170,7 @@ mod tests {
             let mut g = Grid::new();
             let sheet = &mut g.sheets_mut()[0];
             for y in 0..=10 {
-                sheet.set_cell_value(Pos { x: 1, y }, y);
+                let _ = sheet.set_cell_value(Pos { x: 1, y }, y);
             }
             assert_eq!("2.5", eval_to_string(&g, "AVERAGEIF(Bn5:B10, \"<=5\")"));
         }
@@ -248,7 +248,7 @@ mod tests {
         let mut g = Grid::new();
         let sheet = &mut g.sheets_mut()[0];
         for y in 0..=10 {
-            sheet.set_cell_value(Pos { x: 1, y }, y);
+            let _ = sheet.set_cell_value(Pos { x: 1, y }, y);
         }
         assert_eq!("6", eval_to_string(&g, "COUNTIF(Bn5:B10, \"<=5\")"));
     }
diff --git a/quadratic-core/src/formulas/tests.rs b/quadratic-core/src/formulas/tests.rs
index 04485c32e8..83fb8194e4 100644
--- a/quadratic-core/src/formulas/tests.rs
+++ b/quadratic-core/src/formulas/tests.rs
@@ -3,7 +3,8 @@ use itertools::Itertools;
 pub(crate) use super::*;
 pub(crate) use crate::grid::Grid;
 pub(crate) use crate::values::*;
-pub(crate) use crate::{array, CodeResult, Error, ErrorMsg, Pos, SheetPos, Spanned};
+pub(crate) use crate::{array, CodeResult, Error, ErrorMsg, Spanned};
+use crate::{Pos, SheetPos};
 
 pub(crate) fn try_eval_at(grid: &Grid, pos: SheetPos, s: &str) -> CodeResult<Value> {
     println!("Evaluating formula {s:?} at {pos:?}");
@@ -11,16 +12,16 @@ pub(crate) fn try_eval_at(grid: &Grid, pos: SheetPos, s: &str) -> CodeResult<Val
     parse_formula(s, Pos::ORIGIN)?.eval(&mut ctx)
 }
 #[track_caller]
-pub(crate) fn eval_at(grid: &Grid, pos: SheetPos, s: &str) -> Value {
-    try_eval_at(grid, pos, s).expect("error evaluating formula")
+pub(crate) fn eval_at(grid: &Grid, sheet_pos: SheetPos, s: &str) -> Value {
+    try_eval_at(grid, sheet_pos, s).expect("error evaluating formula")
 }
 #[track_caller]
-pub(crate) fn eval_to_string_at(grid: &Grid, pos: SheetPos, s: &str) -> String {
-    eval_at(grid, pos, s).to_string()
+pub(crate) fn eval_to_string_at(grid: &Grid, sheet_pos: SheetPos, s: &str) -> String {
+    eval_at(grid, sheet_pos, s).to_string()
 }
 
 pub(crate) fn try_eval(grid: &Grid, s: &str) -> CodeResult<Value> {
-    try_eval_at(grid, Pos::ORIGIN.with_sheet(grid.sheets()[0].id), s)
+    try_eval_at(grid, Pos::ORIGIN.to_sheet_pos(grid.sheets()[0].id), s)
 }
 #[track_caller]
 pub(crate) fn eval(grid: &Grid, s: &str) -> Value {
@@ -50,22 +51,22 @@ fn test_formula_cell_ref() {
 
     let mut g = Grid::new();
     let sheet = &mut g.sheets_mut()[0];
-    sheet.set_cell_value(pos![D4], 1); // $D$4 -> D4
-    sheet.set_cell_value(pos![Bn2], 10); // $B0  -> Bn2
-    sheet.set_cell_value(pos![Cn6], 100); // E$n6 -> Cn6
-    sheet.set_cell_value(pos![nAn2], 1000); // B0   -> nAn2
-    sheet.set_cell_value(pos![nD0], 10000); // nB2  -> nD0
+    let _ = sheet.set_cell_value(pos![D4], 1); // $D$4 -> D4
+    let _ = sheet.set_cell_value(pos![Bn2], 10); // $B0  -> Bn2
+    let _ = sheet.set_cell_value(pos![Cn6], 100); // E$n6 -> Cn6
+    let _ = sheet.set_cell_value(pos![nAn2], 1000); // B0   -> nAn2
+    let _ = sheet.set_cell_value(pos![nD0], 10000); // nB2  -> nD0
     let sheet_id = sheet.id;
 
     // Evaluate at D4, causing a circular reference.
-    let mut ctx = Ctx::new(&g, pos![D4].with_sheet(sheet_id));
+    let mut ctx = Ctx::new(&g, pos![D4].to_sheet_pos(sheet_id));
     assert_eq!(
         ErrorMsg::CircularReference,
         form.eval(&mut ctx).unwrap_err().msg,
     );
 
     // Evaluate at B2
-    let mut ctx = Ctx::new(&g, pos![B2].with_sheet(sheet_id));
+    let mut ctx = Ctx::new(&g, pos![B2].to_sheet_pos(sheet_id));
     assert_eq!(
         "11111".to_string(),
         form.eval(&mut ctx).unwrap().to_string(),
@@ -77,7 +78,7 @@ fn test_formula_circular_array_ref() {
     let form = parse_formula("$B$0:$C$4", pos![A0]).unwrap();
 
     let g = Grid::new();
-    let mut ctx = Ctx::new(&g, pos![B2].with_sheet(g.sheets()[0].id));
+    let mut ctx = Ctx::new(&g, pos![B2].to_sheet_pos(g.sheets()[0].id));
 
     assert_eq!(
         ErrorMsg::CircularReference,
@@ -119,7 +120,7 @@ fn test_formula_array_op() {
     let sheet = &mut g.sheets_mut()[0];
     for x in 1..=4 {
         for y in 1..=4 {
-            sheet.set_cell_value(Pos { x, y }, x * 10 + y);
+            let _ = sheet.set_cell_value(Pos { x, y }, x * 10 + y);
         }
     }
 
@@ -217,7 +218,7 @@ fn test_leading_equals() {
 #[test]
 fn test_hyphen_after_cell_ref() {
     let mut g = Grid::new();
-    g.sheets_mut()[0].set_cell_value(pos![Z1], 30);
+    let _ = g.sheets_mut()[0].set_cell_value(pos![Z1], 30);
     assert_eq!("25", eval_to_string(&g, "Z1 - 5"));
     assert_eq!("25", eval_to_string(&g, "Z1-5"));
 }
@@ -332,13 +333,13 @@ fn test_sheet_references() {
     let name2 = "My Other Sheet".to_string();
     g.sheets_mut()[1].name = name2.clone();
 
-    g.sheet_mut_from_id(id1).set_cell_value(pos![A1], 42);
-    g.sheet_mut_from_id(id1).set_cell_value(pos![A3], 6);
-    g.sheet_mut_from_id(id2).set_cell_value(pos![A3], 7);
-    g.sheet_mut_from_id(id2).set_cell_value(pos![A4], 70);
+    let _ = g.sheet_mut_from_id(id1).set_cell_value(pos![A1], 42);
+    let _ = g.sheet_mut_from_id(id1).set_cell_value(pos![A3], 6);
+    let _ = g.sheet_mut_from_id(id2).set_cell_value(pos![A3], 7);
+    let _ = g.sheet_mut_from_id(id2).set_cell_value(pos![A4], 70);
 
-    let pos1 = Pos::ORIGIN.with_sheet(id1);
-    let pos2 = Pos::ORIGIN.with_sheet(id2);
+    let pos1 = Pos::ORIGIN.to_sheet_pos(id1);
+    let pos2 = Pos::ORIGIN.to_sheet_pos(id2);
 
     assert_eq!("426", eval_to_string_at(&g, pos1, "MySheet!A1 & A3"));
     assert_eq!("427", eval_to_string_at(&g, pos2, "MySheet!A1 & A3"));
diff --git a/quadratic-core/src/grid/borders/compute_indices.rs b/quadratic-core/src/grid/borders/compute_indices.rs
index 1e7f002092..9de980c5ca 100644
--- a/quadratic-core/src/grid/borders/compute_indices.rs
+++ b/quadratic-core/src/grid/borders/compute_indices.rs
@@ -3,7 +3,7 @@ use itertools::Itertools;
 use crate::grid::borders::style::BorderSelection;
 use crate::Rect;
 
-pub(super) fn vertical(rect: Rect, selections: Vec<BorderSelection>) -> Vec<i64> {
+pub(super) fn vertical(rect: &Rect, selections: Vec<BorderSelection>) -> Vec<i64> {
     selections
         .iter()
         .flat_map(|&selection| vertical_selection(rect, selection))
@@ -12,7 +12,7 @@ pub(super) fn vertical(rect: Rect, selections: Vec<BorderSelection>) -> Vec<i64>
         .collect()
 }
 
-fn vertical_selection(rect: Rect, selection: BorderSelection) -> Vec<i64> {
+fn vertical_selection(rect: &Rect, selection: BorderSelection) -> Vec<i64> {
     let first = rect.min.x;
     let last = rect.max.x + 1;
     match selection {
@@ -26,7 +26,7 @@ fn vertical_selection(rect: Rect, selection: BorderSelection) -> Vec<i64> {
     }
 }
 
-pub(super) fn horizontal(rect: Rect, selections: Vec<BorderSelection>) -> Vec<i64> {
+pub(super) fn horizontal(rect: &Rect, selections: Vec<BorderSelection>) -> Vec<i64> {
     selections
         .iter()
         .flat_map(|&selection| horizontal_selection(rect, selection))
@@ -35,7 +35,7 @@ pub(super) fn horizontal(rect: Rect, selections: Vec<BorderSelection>) -> Vec<i6
         .collect()
 }
 
-fn horizontal_selection(rect: Rect, selection: BorderSelection) -> Vec<i64> {
+fn horizontal_selection(rect: &Rect, selection: BorderSelection) -> Vec<i64> {
     let first = rect.min.y;
     let last = rect.max.y + 1;
     match selection {
@@ -57,72 +57,72 @@ mod tests {
 
     #[test]
     fn horizontal_indices() {
-        let region = Rect::new_span(Pos { x: 10, y: 20 }, Pos { x: 13, y: 23 });
+        let rect = Rect::new_span(Pos { x: 10, y: 20 }, Pos { x: 13, y: 23 });
 
         assert_eq!(
-            horizontal(region, vec![BorderSelection::All]),
+            horizontal(&rect, vec![BorderSelection::All]),
             vec![20, 21, 22, 23, 24]
         );
         assert_eq!(
-            horizontal(region, vec![BorderSelection::Inner]),
+            horizontal(&rect, vec![BorderSelection::Inner]),
             vec![21, 22, 23]
         );
         assert_eq!(
-            horizontal(region, vec![BorderSelection::Outer]),
+            horizontal(&rect, vec![BorderSelection::Outer]),
             vec![20, 24]
         );
         assert_eq!(
-            horizontal(region, vec![BorderSelection::Horizontal]),
+            horizontal(&rect, vec![BorderSelection::Horizontal]),
             vec![21, 22, 23]
         );
-        assert!(horizontal(region, vec![BorderSelection::Vertical]).is_empty());
-        assert!(horizontal(region, vec![BorderSelection::Left]).is_empty());
-        assert_eq!(horizontal(region, vec![BorderSelection::Top]), vec![20]);
-        assert!(horizontal(region, vec![BorderSelection::Right]).is_empty());
-        assert_eq!(horizontal(region, vec![BorderSelection::Bottom]), vec![24]);
+        assert!(horizontal(&rect, vec![BorderSelection::Vertical]).is_empty());
+        assert!(horizontal(&rect, vec![BorderSelection::Left]).is_empty());
+        assert_eq!(horizontal(&rect, vec![BorderSelection::Top]), vec![20]);
+        assert!(horizontal(&rect, vec![BorderSelection::Right]).is_empty());
+        assert_eq!(horizontal(&rect, vec![BorderSelection::Bottom]), vec![24]);
 
         assert_eq!(
-            horizontal(region, vec![BorderSelection::Top, BorderSelection::Bottom]),
+            horizontal(&rect, vec![BorderSelection::Top, BorderSelection::Bottom]),
             vec![20, 24]
         );
         assert_eq!(
-            horizontal(region, vec![BorderSelection::Bottom, BorderSelection::Top]),
+            horizontal(&rect, vec![BorderSelection::Bottom, BorderSelection::Top]),
             vec![20, 24]
         );
-        assert!(horizontal(region, vec![BorderSelection::Left, BorderSelection::Right]).is_empty());
+        assert!(horizontal(&rect, vec![BorderSelection::Left, BorderSelection::Right]).is_empty());
     }
 
     #[test]
     fn vertical_indices() {
-        let region = Rect::new_span(Pos { x: 10, y: 20 }, Pos { x: 13, y: 23 });
+        let rect = Rect::new_span(Pos { x: 10, y: 20 }, Pos { x: 13, y: 23 });
 
         assert_eq!(
-            vertical(region, vec![BorderSelection::All]),
+            vertical(&rect, vec![BorderSelection::All]),
             vec![10, 11, 12, 13, 14]
         );
         assert_eq!(
-            vertical(region, vec![BorderSelection::Inner]),
+            vertical(&rect, vec![BorderSelection::Inner]),
             vec![11, 12, 13]
         );
-        assert_eq!(vertical(region, vec![BorderSelection::Outer]), vec![10, 14]);
-        assert!(vertical(region, vec![BorderSelection::Horizontal]).is_empty());
+        assert_eq!(vertical(&rect, vec![BorderSelection::Outer]), vec![10, 14]);
+        assert!(vertical(&rect, vec![BorderSelection::Horizontal]).is_empty());
         assert_eq!(
-            vertical(region, vec![BorderSelection::Vertical]),
+            vertical(&rect, vec![BorderSelection::Vertical]),
             vec![11, 12, 13]
         );
-        assert_eq!(vertical(region, vec![BorderSelection::Left]), vec![10]);
-        assert!(vertical(region, vec![BorderSelection::Top]).is_empty());
-        assert_eq!(vertical(region, vec![BorderSelection::Right]), vec![14]);
-        assert!(vertical(region, vec![BorderSelection::Bottom]).is_empty());
+        assert_eq!(vertical(&rect, vec![BorderSelection::Left]), vec![10]);
+        assert!(vertical(&rect, vec![BorderSelection::Top]).is_empty());
+        assert_eq!(vertical(&rect, vec![BorderSelection::Right]), vec![14]);
+        assert!(vertical(&rect, vec![BorderSelection::Bottom]).is_empty());
 
-        assert!(vertical(region, vec![BorderSelection::Top, BorderSelection::Bottom]).is_empty());
+        assert!(vertical(&rect, vec![BorderSelection::Top, BorderSelection::Bottom]).is_empty());
 
         assert_eq!(
-            vertical(region, vec![BorderSelection::Left, BorderSelection::Right]),
+            vertical(&rect, vec![BorderSelection::Left, BorderSelection::Right]),
             vec![10, 14]
         );
         assert_eq!(
-            vertical(region, vec![BorderSelection::Right, BorderSelection::Left]),
+            vertical(&rect, vec![BorderSelection::Right, BorderSelection::Left]),
             vec![10, 14]
         );
     }
diff --git a/quadratic-core/src/grid/borders/mod.rs b/quadratic-core/src/grid/borders/mod.rs
index 099327f220..7e74c4566f 100644
--- a/quadratic-core/src/grid/borders/mod.rs
+++ b/quadratic-core/src/grid/borders/mod.rs
@@ -2,8 +2,8 @@ pub use cell::{CellBorders, CellSide};
 pub use legacy::{LegacyCellBorder, LegacyCellBorders};
 pub use render::{get_render_horizontal_borders, get_render_vertical_borders};
 pub use sheet::{
-    generate_borders, generate_borders_full, get_cell_borders_in_rect, get_region_borders,
-    set_region_borders, IdSpaceBorders, SheetBorders,
+    generate_borders, generate_borders_full, get_cell_borders_in_rect, get_rect_borders,
+    set_rect_borders, IdSpaceBorders, SheetBorders,
 };
 pub use style::{BorderSelection, BorderStyle, CellBorderLine};
 
diff --git a/quadratic-core/src/grid/borders/render.rs b/quadratic-core/src/grid/borders/render.rs
index 49f1b13c22..05faa12e27 100644
--- a/quadratic-core/src/grid/borders/render.rs
+++ b/quadratic-core/src/grid/borders/render.rs
@@ -42,7 +42,7 @@ mod tests {
     use std::collections::HashSet;
 
     use crate::color::Rgba;
-    use crate::grid::borders::sheet::set_region_border_selection;
+    use crate::grid::borders::sheet::set_rect_border_selection;
     use crate::grid::{BorderSelection, BorderStyle, CellBorderLine, SheetId};
     use crate::{Pos, Rect};
 
@@ -57,7 +57,7 @@ mod tests {
     //             let mut sheet =
     //                 Sheet::new(SheetId::new(), "Test Sheet".to_string(), "".to_string());
     //             let rect = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 506, y: 515 });
-    //             let region = sheet.region(rect);
+    //             let (region, _) = sheet.region(rect);
     //
     //             let selection = vec![BorderSelection::All];
     //
@@ -78,7 +78,7 @@ mod tests {
     // }
 
     mod vertical {
-        use crate::grid::set_region_borders;
+        use crate::grid::set_rect_borders;
 
         use super::*;
 
@@ -86,7 +86,6 @@ mod tests {
         fn single_block() {
             let mut sheet = Sheet::new(SheetId::new(), "Test Sheet".to_string(), "".to_string());
             let rect = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
-            let region = sheet.region(rect);
 
             let selection = vec![BorderSelection::All];
 
@@ -95,7 +94,7 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region, selection, Some(style));
+            set_rect_border_selection(&mut sheet, &rect, selection, Some(style));
 
             let vertical_render = get_render_vertical_borders(&sheet);
 
@@ -115,9 +114,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 4, y: 10 });
             let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 5, y: 11 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -126,8 +122,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style));
 
             let vertical_render = get_render_vertical_borders(&sheet);
 
@@ -149,9 +145,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
             let rect_2 = Rect::new_span(Pos { x: 3, y: 17 }, Pos { x: 9, y: 20 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -160,8 +153,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style));
 
             let vertical_render = get_render_vertical_borders(&sheet);
 
@@ -193,9 +186,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
             let rect_2 = Rect::new_span(Pos { x: 2, y: 11 }, Pos { x: 7, y: 14 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -208,8 +198,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
             let vertical_render = get_render_vertical_borders(&sheet);
 
@@ -238,9 +228,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 4, y: 11 });
             let rect_2 = Rect::new_span(Pos { x: 5, y: 10 }, Pos { x: 6, y: 11 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -249,13 +236,12 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
             let vertical_render_initial = get_render_vertical_borders(&sheet);
 
-            let replaced =
-                set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style));
+            let replaced = set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style));
 
-            set_region_borders(&mut sheet, vec![region_2], replaced); // Undo
+            set_rect_borders(&mut sheet, &rect_2, replaced); // Undo
             let vertical_render_after_undo = get_render_vertical_borders(&sheet);
 
             assert_eq!(
@@ -273,9 +259,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
             let rect_2 = Rect::new_span(Pos { x: 2, y: 11 }, Pos { x: 7, y: 14 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -288,13 +271,13 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
             let vertical_render_initial = get_render_vertical_borders(&sheet);
 
             let replaced =
-                set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+                set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
-            set_region_borders(&mut sheet, vec![region_2], replaced); // Undo
+            set_rect_borders(&mut sheet, &rect_2, replaced); // Undo
             let vertical_render_after_undo = get_render_vertical_borders(&sheet);
 
             assert_eq!(
@@ -308,7 +291,7 @@ mod tests {
     }
 
     mod horizontal {
-        use crate::grid::set_region_borders;
+        use crate::grid::set_rect_borders;
 
         use super::*;
 
@@ -316,7 +299,6 @@ mod tests {
         fn single_block() {
             let mut sheet = Sheet::new(SheetId::new(), "Test Sheet".to_string(), "".to_string());
             let rect = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
-            let region = sheet.region(rect);
 
             let selection = vec![BorderSelection::All];
 
@@ -325,7 +307,7 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region, selection, Some(style));
+            set_rect_border_selection(&mut sheet, &rect, selection, Some(style));
 
             let horizontal_render = get_render_horizontal_borders(&sheet);
 
@@ -345,9 +327,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 3, y: 11 });
             let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 4, y: 12 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -356,8 +335,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style));
 
             let horizontal_render = get_render_horizontal_borders(&sheet);
 
@@ -379,9 +358,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 13 });
             let rect_2 = Rect::new_span(Pos { x: 7, y: 10 }, Pos { x: 10, y: 15 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -390,8 +366,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style));
 
             let horizontal_render = get_render_horizontal_borders(&sheet);
 
@@ -419,9 +395,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 2, y: 11 }, Pos { x: 7, y: 14 });
             let rect_2 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -434,8 +407,8 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
             let horizontal_render = get_render_horizontal_borders(&sheet);
 
@@ -464,9 +437,6 @@ mod tests {
             let rect_1 = Rect::new_span(Pos { x: 2, y: 11 }, Pos { x: 7, y: 14 });
             let rect_2 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
 
-            let region_1 = sheet.region(rect_1);
-            let region_2 = sheet.region(rect_2);
-
             let selection_1 = vec![BorderSelection::All];
             let selection_2 = selection_1.clone();
 
@@ -479,13 +449,13 @@ mod tests {
                 line: CellBorderLine::Line1,
             };
 
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
             let horizontal_render_initial = get_render_horizontal_borders(&sheet);
 
             let replaced =
-                set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+                set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
-            set_region_borders(&mut sheet, vec![region_2], replaced); // Undo
+            set_rect_borders(&mut sheet, &rect_2, replaced); // Undo
             let horizontal_render_after_undo = get_render_horizontal_borders(&sheet);
 
             assert_eq!(
diff --git a/quadratic-core/src/grid/borders/sheet.rs b/quadratic-core/src/grid/borders/sheet.rs
index b98f6e4c22..0f215c4c1a 100644
--- a/quadratic-core/src/grid/borders/sheet.rs
+++ b/quadratic-core/src/grid/borders/sheet.rs
@@ -1,37 +1,32 @@
 use std::collections::HashMap;
 use std::ops::Range;
-use std::str::FromStr;
 
-use itertools::Itertools;
 use serde::{Deserialize, Serialize};
 
 use crate::grid::block::SameValue;
 use crate::grid::borders::cell::{CellBorders, CellSide};
 use crate::grid::borders::compute_indices;
 use crate::grid::borders::style::{BorderSelection, BorderStyle};
-use crate::grid::{ColumnData, ColumnId, IdMap, RegionRef, RowId, Sheet};
-use crate::{grid, Rect};
+use crate::grid::{ColumnData, Sheet};
+use crate::{Pos, Rect};
 
 pub fn generate_borders(
     sheet: &Sheet,
-    region: &RegionRef,
+    rect: &Rect,
     selections: Vec<BorderSelection>,
     style: Option<BorderStyle>,
 ) -> SheetBorders {
-    generate_borders_full(sheet, region, selections, vec![style])
+    generate_borders_full(sheet, rect, selections, vec![style])
 }
 
 pub fn generate_borders_full(
     sheet: &Sheet,
-    region: &RegionRef,
+    rect: &Rect,
     selections: Vec<BorderSelection>,
     styles: Vec<Option<BorderStyle>>,
 ) -> SheetBorders {
-    let mut id_space_borders = sheet.borders.per_cell.clone_region(&sheet.row_ids, region);
-    let mut render_borders = sheet
-        .borders
-        .render_lookup
-        .clone_rects(&sheet.region_rects(region).collect_vec());
+    let mut id_space_borders = sheet.borders.per_cell.clone_rect(rect);
+    let mut render_borders = sheet.borders.render_lookup.clone_rect(rect);
 
     // if Clear then set style to None
     let styles = if selections.len() == 1 && selections[0] == BorderSelection::Clear {
@@ -40,43 +35,27 @@ pub fn generate_borders_full(
         styles
     };
 
-    for rect in sheet.region_rects(region) {
-        for style in styles.iter() {
-            let horizontal = compute_indices::horizontal(rect, selections.clone());
-            let vertical = compute_indices::vertical(rect, selections.clone());
-
-            for &horizontal_border_index in &horizontal {
-                let above_index = horizontal_border_index - 1;
-                let column_ids = rect
-                    .x_range()
-                    .filter_map(|index| sheet.get_column(index))
-                    .map(|column| column.id)
-                    .collect_vec();
-
-                id_space_borders.set_horizontal_border(&column_ids, above_index, *style);
-                render_borders.set_horizontal_border(
-                    horizontal_border_index,
-                    rect.x_range(),
-                    *style,
-                );
-            }
+    for style in styles.iter() {
+        let horizontal = compute_indices::horizontal(rect, selections.clone());
+        let vertical = compute_indices::vertical(rect, selections.clone());
 
-            for &vertical_border_index in &vertical {
-                let column_left_index = vertical_border_index - 1;
-                let column_left_id = sheet.get_column(column_left_index).map(|column| column.id);
+        for &horizontal_border_index in &horizontal {
+            let above_index = horizontal_border_index - 1;
 
-                let column_right_index = vertical_border_index;
-                let column_right_id = sheet.get_column(column_right_index).map(|column| column.id);
+            id_space_borders.set_horizontal_border(rect.x_range(), above_index, *style);
+            render_borders.set_horizontal_border(horizontal_border_index, rect.x_range(), *style);
+        }
 
-                let row_indices = rect.y_range().collect_vec();
-                id_space_borders.set_vertical_border(
-                    column_left_id,
-                    column_right_id,
-                    &row_indices,
-                    *style,
-                );
-                render_borders.set_vertical_border(vertical_border_index, rect.y_range(), *style);
-            }
+        for &vertical_border in &vertical {
+            let column_left = vertical_border - 1;
+
+            id_space_borders.set_vertical_border(
+                Some(column_left),
+                Some(vertical_border),
+                rect.y_range(),
+                *style,
+            );
+            render_borders.set_vertical_border(vertical_border, rect.y_range(), *style);
         }
     }
     SheetBorders {
@@ -85,32 +64,23 @@ pub fn generate_borders_full(
     }
 }
 
-pub fn set_region_borders(
-    sheet: &mut Sheet,
-    regions: Vec<RegionRef>,
-    borders: SheetBorders,
-) -> SheetBorders {
-    let rects = regions
-        .iter()
-        .flat_map(|region| sheet.region_rects(region))
-        .collect_vec();
-    let current_borders = &mut sheet.borders;
-    current_borders.set_regions(&sheet.row_ids, regions, rects, borders)
+pub fn set_rect_borders(sheet: &mut Sheet, rect: &Rect, borders: SheetBorders) -> SheetBorders {
+    sheet.borders.set_rect(rect, borders)
 }
 
 #[cfg(test)]
-pub fn set_region_border_selection(
+pub fn set_rect_border_selection(
     sheet: &mut Sheet,
-    region: &RegionRef,
+    rect: &Rect,
     selections: Vec<BorderSelection>,
     style: Option<BorderStyle>,
 ) -> SheetBorders {
-    let borders = generate_borders(sheet, region, selections, style);
-    set_region_borders(sheet, vec![region.clone()], borders)
+    let borders = generate_borders(sheet, rect, selections, style);
+    set_rect_borders(sheet, rect, borders)
 }
 
-pub fn get_region_borders(sheet: &Sheet, regions: Vec<RegionRef>) -> SheetBorders {
-    sheet.borders.get_regions(&sheet.row_ids, regions)
+pub fn get_rect_borders(sheet: &Sheet, rect: &Rect) -> SheetBorders {
+    sheet.borders.get_rect(rect)
 }
 
 pub fn get_cell_borders_in_rect(sheet: &Sheet, rect: Rect) -> Vec<(i64, i64, Option<CellBorders>)> {
@@ -118,11 +88,9 @@ pub fn get_cell_borders_in_rect(sheet: &Sheet, rect: Rect) -> Vec<(i64, i64, Opt
     let mut id_space_borders = sheet.borders().per_cell.to_owned();
 
     for (i, x) in rect.x_range().enumerate() {
-        if let Some(column) = sheet.get_column(x) {
-            for (j, y) in rect.y_range().enumerate() {
-                let border = id_space_borders.get_cell_border(column.id, y);
-                borders.push((i as i64, j as i64, border));
-            }
+        for (j, y) in rect.y_range().enumerate() {
+            let border = id_space_borders.get_cell_border(Pos { x, y });
+            borders.push((i as i64, j as i64, border));
         }
     }
 
@@ -140,51 +108,35 @@ impl SheetBorders {
         Self::default()
     }
 
-    fn set_regions(
-        &mut self,
-        row_ids: &IdMap<RowId, i64>,
-        regions: Vec<RegionRef>,
-        rects: Vec<Rect>,
-        borders: SheetBorders,
-    ) -> SheetBorders {
+    fn set_rect(&mut self, rect: &Rect, borders: SheetBorders) -> SheetBorders {
         let mut previous_borders = SheetBorders::default();
 
-        for region in regions {
-            let replaced_id_space =
-                self.per_cell
-                    .replace_region(&borders.per_cell, row_ids, &region);
-            previous_borders
-                .per_cell
-                .replace_region(&replaced_id_space, row_ids, &region);
-        }
+        let replaced_id_space = self.per_cell.replace_rect(&borders.per_cell, rect);
+        previous_borders
+            .per_cell
+            .replace_rect(&replaced_id_space, rect);
 
         let replaced_grid_space = self
             .render_lookup
-            .replace_rects(&borders.render_lookup, &rects);
+            .replace_rect(&borders.render_lookup, rect);
         previous_borders
             .render_lookup
-            .replace_rects(&replaced_grid_space, &rects);
+            .replace_rect(&replaced_grid_space, rect);
 
         previous_borders
     }
 
-    fn get_regions(&self, row_ids: &IdMap<RowId, i64>, regions: Vec<RegionRef>) -> SheetBorders {
+    fn get_rect(&self, rect: &Rect) -> SheetBorders {
         let mut sheet_borders = SheetBorders::default();
-
-        for region in regions {
-            let cloned_id_space = self.per_cell.clone_region(row_ids, &region);
-            sheet_borders
-                .per_cell
-                .replace_region(&cloned_id_space, row_ids, &region);
-        }
-
+        let cloned_id_space = self.per_cell.clone_rect(rect);
+        sheet_borders.per_cell.replace_rect(&cloned_id_space, rect);
         sheet_borders
     }
 }
 
 #[derive(Debug, Clone, Default, PartialEq)]
 pub struct IdSpaceBorders {
-    pub borders: HashMap<ColumnId, ColumnData<SameValue<CellBorders>>>,
+    pub borders: HashMap<i64, ColumnData<SameValue<CellBorders>>>,
 }
 
 impl Serialize for IdSpaceBorders {
@@ -212,109 +164,114 @@ impl<'de> Deserialize<'de> for IdSpaceBorders {
             borders: HashMap::new(),
         };
         for (k, v) in map {
-            ret.borders.insert(ColumnId::from_str(k).unwrap(), v);
+            ret.borders.insert(k.parse::<i64>().unwrap(), v);
         }
         Ok(ret)
     }
 }
 
 impl IdSpaceBorders {
-    fn clone_region(&self, row_ids: &IdMap<RowId, i64>, region: &RegionRef) -> Self {
+    fn clone_rect(&self, rect: &Rect) -> Self {
         let mut cloned = Self::default();
-        cloned.replace_region(self, row_ids, region);
+        cloned.replace_rect(self, rect);
         cloned
     }
 
-    fn replace_region(
-        &mut self,
-        source: &Self,
-        row_ids: &IdMap<RowId, i64>,
-        region: &RegionRef,
-    ) -> Self {
+    fn replace_rect(&mut self, source: &Self, rect: &Rect) -> Self {
         let mut previous = Self::default();
-        for column_id in &region.columns {
-            let row_ranges = grid::sheet::row_ranges(&region.rows, row_ids);
-            let replacement = source.clone_blocks(*column_id, row_ranges.clone());
-
-            let dest_column = self.borders.entry(*column_id).or_default();
-            let previous_column = previous.borders.entry(*column_id).or_default();
-
-            for range in row_ranges {
-                let replaced = dest_column.clone_range(&replacement, range);
-                for old_block in replaced {
-                    previous_column.set_range(old_block.range(), old_block.content.value);
-                }
+        for x in rect.x_range() {
+            let replacement = source.clone_blocks(x, rect.y_range().clone());
+            let dest_column = self.borders.entry(x).or_default();
+            let previous_column = previous.borders.entry(x).or_default();
+
+            let replaced = dest_column.clone_range(&replacement, rect.y_range());
+            for old_block in replaced {
+                previous_column.set_range(old_block.range(), old_block.content.value);
             }
         }
         previous
     }
 
-    fn clone_blocks(
-        &self,
-        column_id: ColumnId,
-        row_ranges: Vec<Range<i64>>,
-    ) -> ColumnData<SameValue<CellBorders>> {
+    fn clone_blocks(&self, x: i64, range: Range<i64>) -> ColumnData<SameValue<CellBorders>> {
         let mut column = ColumnData::new();
-        if let Some(source_column) = self.borders.get(&column_id) {
-            for range in row_ranges {
-                column.clone_range(source_column, range);
-            }
+        if let Some(source_column) = self.borders.get(&x) {
+            column.clone_range(source_column, range);
         }
         column
     }
 
     fn set_horizontal_border(
         &mut self,
-        columns: &[ColumnId],
+        columns: Range<i64>,
         row_index_above: i64,
         style: Option<BorderStyle>,
     ) {
         let row_index_below = row_index_above + 1;
-        for &column_id in columns {
-            self.set_cell_border(column_id, row_index_above, CellSide::Bottom, style);
-            self.set_cell_border(column_id, row_index_below, CellSide::Top, style);
+        for x in columns {
+            self.set_cell_border(
+                Pos {
+                    x,
+                    y: row_index_above,
+                },
+                CellSide::Bottom,
+                style,
+            );
+            self.set_cell_border(
+                Pos {
+                    x,
+                    y: row_index_below,
+                },
+                CellSide::Top,
+                style,
+            );
         }
     }
 
     fn set_vertical_border(
         &mut self,
-        column_left: Option<ColumnId>,
-        column_right: Option<ColumnId>,
-        row_indices: &[i64],
+        column_left: Option<i64>,
+        column_right: Option<i64>,
+        rows: Range<i64>,
         style: Option<BorderStyle>,
     ) {
-        for &row_index in row_indices {
+        for row_index in rows {
             if let Some(column_left) = column_left {
-                self.set_cell_border(column_left, row_index, CellSide::Right, style);
+                self.set_cell_border(
+                    Pos {
+                        x: column_left,
+                        y: row_index,
+                    },
+                    CellSide::Right,
+                    style,
+                );
             }
             if let Some(column_right) = column_right {
-                self.set_cell_border(column_right, row_index, CellSide::Left, style);
+                self.set_cell_border(
+                    Pos {
+                        x: column_right,
+                        y: row_index,
+                    },
+                    CellSide::Left,
+                    style,
+                );
             }
         }
     }
 
-    pub fn set_cell_border(
-        &mut self,
-        column_id: ColumnId,
-        row_index: i64,
-        side: CellSide,
-        style: Option<BorderStyle>,
-    ) {
-        // TODO(jrice): Iterative `set` is broken. Need to use `set_range`
-        let column_borders = self.borders.entry(column_id).or_default();
-
-        let new_borders = CellBorders::combine(column_borders.get(row_index), side, style);
+    pub fn set_cell_border(&mut self, pos: Pos, side: CellSide, style: Option<BorderStyle>) {
+        let column_borders = self.borders.entry(pos.x).or_default();
+        let new_borders = CellBorders::combine(column_borders.get(pos.y), side, style);
 
         if new_borders.is_empty() {
-            column_borders.set(row_index, None);
+            column_borders.set(pos.y, None);
         } else {
-            column_borders.set(row_index, Some(new_borders));
+            column_borders.set(pos.y, Some(new_borders));
         }
     }
 
-    pub fn get_cell_border(&mut self, column_id: ColumnId, row_index: i64) -> Option<CellBorders> {
-        let column_borders = self.borders.entry(column_id).or_default();
-        column_borders.get(row_index)
+    pub fn get_cell_border(&mut self, pos: Pos) -> Option<CellBorders> {
+        let column_borders = self.borders.entry(pos.x).or_default();
+        column_borders.get(pos.y)
     }
 }
 
@@ -325,39 +282,37 @@ pub struct GridSpaceBorders {
 }
 
 impl GridSpaceBorders {
-    fn clone_rects(&self, rects: &[Rect]) -> GridSpaceBorders {
+    fn clone_rect(&self, rect: &Rect) -> GridSpaceBorders {
         let mut cloned = Self::default();
-        cloned.replace_rects(self, rects);
+        cloned.replace_rect(self, rect);
         cloned
     }
 
-    fn replace_rects(&mut self, source: &Self, rects: &[Rect]) -> Self {
+    fn replace_rect(&mut self, source: &Self, rect: &Rect) -> Self {
         let mut previous = Self::default();
 
-        for rect in rects {
-            // Vertical borders
-            for x in rect.x_range().chain([rect.x_range().end]) {
-                if let Some(source_column) = source.vertical.get(&x) {
-                    let current_column = self.vertical.entry(x).or_default();
-                    let previous_column = previous.vertical.entry(x).or_default();
-
-                    let replaced_styles = current_column.clone_range(source_column, rect.y_range());
-                    for old_style in replaced_styles {
-                        previous_column.set_range(old_style.range(), old_style.content.value);
-                    }
+        // Vertical borders
+        for x in rect.x_range().chain([rect.x_range().end]) {
+            if let Some(source_column) = source.vertical.get(&x) {
+                let current_column = self.vertical.entry(x).or_default();
+                let previous_column = previous.vertical.entry(x).or_default();
+
+                let replaced_styles = current_column.clone_range(source_column, rect.y_range());
+                for old_style in replaced_styles {
+                    previous_column.set_range(old_style.range(), old_style.content.value);
                 }
             }
+        }
 
-            // Horizontal
-            for y in rect.y_range().chain([rect.y_range().end]) {
-                if let Some(source_column) = source.horizontal.get(&y) {
-                    let current_column = self.horizontal.entry(y).or_default();
-                    let previous_column = previous.horizontal.entry(y).or_default();
+        // Horizontal
+        for y in rect.y_range().chain([rect.y_range().end]) {
+            if let Some(source_column) = source.horizontal.get(&y) {
+                let current_column = self.horizontal.entry(y).or_default();
+                let previous_column = previous.horizontal.entry(y).or_default();
 
-                    let replaced_styles = current_column.clone_range(source_column, rect.x_range());
-                    for old_style in replaced_styles {
-                        previous_column.set_range(old_style.range(), old_style.content.value);
-                    }
+                let replaced_styles = current_column.clone_range(source_column, rect.x_range());
+                for old_style in replaced_styles {
+                    previous_column.set_range(old_style.range(), old_style.content.value);
                 }
             }
         }
@@ -395,62 +350,37 @@ pub mod debug {
     use super::*;
 
     pub trait GetCellBorders {
-        fn get_cell_borders(
-            &self,
-            pos: Pos,
-            column_ids: &IdMap<ColumnId, i64>,
-        ) -> Option<CellBorders>;
+        fn get_cell_borders(&self, pos: Pos) -> Option<CellBorders>;
     }
 
     impl GetCellBorders for SheetBorders {
-        fn get_cell_borders(
-            &self,
-            pos: Pos,
-            column_ids: &IdMap<ColumnId, i64>,
-        ) -> Option<CellBorders> {
-            self.per_cell.get_cell_borders(pos, column_ids)
+        fn get_cell_borders(&self, pos: Pos) -> Option<CellBorders> {
+            self.per_cell.get_cell_borders(pos)
         }
     }
 
     impl GetCellBorders for IdSpaceBorders {
-        fn get_cell_borders(
-            &self,
-            pos: Pos,
-            column_ids: &IdMap<ColumnId, i64>,
-        ) -> Option<CellBorders> {
-            if let Some(column_id) = column_ids.id_at(pos.x) {
-                let column = self.borders.get(&column_id);
-                column.and_then(|column| column.get(pos.y))
-            } else {
-                None
-            }
+        fn get_cell_borders(&self, pos: Pos) -> Option<CellBorders> {
+            let column = self.borders.get(&pos.x);
+            column.and_then(|column| column.get(pos.y))
         }
     }
 
-    pub fn print_borders<T: GetCellBorders>(
-        rect: Rect,
-        sheet_borders: &T,
-        column_ids: &IdMap<ColumnId, i64>,
-    ) {
+    pub fn print_borders<T: GetCellBorders>(rect: Rect, sheet_borders: &T) {
         for row in rect.y_range() {
-            print_tops(rect, sheet_borders, column_ids, row);
+            print_tops(rect, sheet_borders, row);
             println!();
-            print_middles(rect, sheet_borders, column_ids, row);
+            print_middles(rect, sheet_borders, row);
             println!();
-            print_bottoms(rect, sheet_borders, column_ids, row);
+            print_bottoms(rect, sheet_borders, row);
             println!();
         }
     }
 
-    fn print_tops<T: GetCellBorders>(
-        rect: Rect,
-        sheet_borders: &T,
-        column_ids: &IdMap<ColumnId, i64>,
-        row: i64,
-    ) {
+    fn print_tops<T: GetCellBorders>(rect: Rect, sheet_borders: &T, row: i64) {
         for col in rect.x_range() {
             let pos = Pos { x: col, y: row };
-            let borders = sheet_borders.get_cell_borders(pos, column_ids);
+            let borders = sheet_borders.get_cell_borders(pos);
             if borders.is_some_and(|borders| borders.contains(&CellSide::Top)) {
                 print!(" _____ ");
             } else {
@@ -459,15 +389,10 @@ pub mod debug {
         }
     }
 
-    fn print_middles<T: GetCellBorders>(
-        rect: Rect,
-        sheet_borders: &T,
-        column_ids: &IdMap<ColumnId, i64>,
-        row: i64,
-    ) {
+    fn print_middles<T: GetCellBorders>(rect: Rect, sheet_borders: &T, row: i64) {
         for col in rect.x_range() {
             let pos = Pos { x: col, y: row };
-            let borders = sheet_borders.get_cell_borders(pos, column_ids);
+            let borders = sheet_borders.get_cell_borders(pos);
             if borders.is_some_and(|borders| borders.contains(&CellSide::Left)) {
                 print!("|");
             } else {
@@ -482,15 +407,10 @@ pub mod debug {
         }
     }
 
-    fn print_bottoms<T: GetCellBorders>(
-        rect: Rect,
-        sheet_borders: &T,
-        column_ids: &IdMap<ColumnId, i64>,
-        row: i64,
-    ) {
+    fn print_bottoms<T: GetCellBorders>(rect: Rect, sheet_borders: &T, row: i64) {
         for col in rect.x_range() {
             let pos = Pos { x: col, y: row };
-            let borders = sheet_borders.get_cell_borders(pos, column_ids);
+            let borders = sheet_borders.get_cell_borders(pos);
             if borders.is_some_and(|borders| borders.contains(&CellSide::Bottom)) {
                 print!(" ————— ");
             } else {
@@ -514,12 +434,12 @@ mod tests {
     /// Convenience for asserting expected borders more tersely
     macro_rules! assert_borders {
         ($sheet_borders: expr, $column_ids: expr, $cell: expr, None, $message: literal) => {
-            let actual = $sheet_borders.get_cell_borders($cell, &$column_ids);
+            let actual = $sheet_borders.get_cell_borders($cell);
             let expected = None;
             assert_eq!(actual, expected, $message);
         };
         ($sheet_borders: expr, $column_ids: expr, $cell: expr, $borders: tt, $message: literal) => {
-            let actual = $sheet_borders.get_cell_borders($cell, &$column_ids);
+            let actual = $sheet_borders.get_cell_borders($cell);
             let expected = Some(CellBorders::new(&$borders));
             assert_eq!(actual, expected, $message);
         };
@@ -529,7 +449,7 @@ mod tests {
     macro_rules! assert_borders_eq {
         ($sheet_borders: expr, $column_ids: expr, $cell_borders: tt, $message: literal) => {
             for (cell, expected_borders) in &$cell_borders {
-                let actual = $sheet_borders.get_cell_borders(*cell, &$column_ids);
+                let actual = $sheet_borders.get_cell_borders(*cell);
                 let expected = Some(CellBorders::new(&(*expected_borders)));
                 assert_eq!(actual, expected, $message);
             }
@@ -541,7 +461,6 @@ mod tests {
     fn all_borders() {
         let mut sheet = Sheet::new(SheetId::new(), "Test Sheet".to_string(), "".to_string());
         let rect = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 6, y: 15 });
-        let region = sheet.region(rect);
 
         let selection = vec![BorderSelection::All];
 
@@ -550,8 +469,7 @@ mod tests {
             line: CellBorderLine::Line1,
         };
 
-        let _prev_borders =
-            set_region_border_selection(&mut sheet, &region, selection, Some(style));
+        let _prev_borders = set_rect_border_selection(&mut sheet, &rect, selection, Some(style));
 
         assert_borders!(
             sheet.borders,
@@ -603,7 +521,6 @@ mod tests {
     fn outer_borders() {
         let mut sheet = Sheet::new(SheetId::new(), "Test Sheet".to_string(), "".to_string());
         let rect = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 12 });
-        let region = sheet.region(rect);
 
         let selection = vec![BorderSelection::Outer];
 
@@ -612,8 +529,7 @@ mod tests {
             line: CellBorderLine::Line1,
         };
 
-        let _prev_borders =
-            set_region_border_selection(&mut sheet, &region, selection, Some(style));
+        let _prev_borders = set_rect_border_selection(&mut sheet, &rect, selection, Some(style));
 
         assert_borders!(
             sheet.borders,
@@ -639,9 +555,6 @@ mod tests {
         let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 12 });
         let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 6, y: 13 });
 
-        let region_1 = sheet.region(rect_1);
-        let region_2 = sheet.region(rect_2);
-
         let selection_1 = vec![BorderSelection::All];
         let selection_2 = vec![BorderSelection::All];
 
@@ -651,9 +564,9 @@ mod tests {
         };
 
         let _prev_borders_1 =
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
 
-        let _prev_borders_2 = set_region_border_selection(&mut sheet, &region_2, selection_2, None);
+        let _prev_borders_2 = set_rect_border_selection(&mut sheet, &rect_2, selection_2, None);
 
         assert_borders!(
             sheet.borders,
@@ -697,9 +610,6 @@ mod tests {
         let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 12 });
         let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 6, y: 13 });
 
-        let region_1 = sheet.region(rect_1);
-        let region_2 = sheet.region(rect_2);
-
         let selection_1 = vec![BorderSelection::All];
         let selection_2 = vec![BorderSelection::All];
 
@@ -709,8 +619,8 @@ mod tests {
         };
 
         let _prev_borders_1 =
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style));
-        let prev_borders_2 = set_region_border_selection(&mut sheet, &region_2, selection_2, None);
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style));
+        let prev_borders_2 = set_rect_border_selection(&mut sheet, &rect_2, selection_2, None);
 
         let expected_cell_borders = [
             (CellSide::Left, style),
@@ -739,9 +649,6 @@ mod tests {
         let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 12 });
         let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 6, y: 13 });
 
-        let region_1 = sheet.region(rect_1);
-        let region_2 = sheet.region(rect_2);
-
         let selection_1 = vec![BorderSelection::All];
         let selection_2 = vec![BorderSelection::Horizontal];
 
@@ -755,10 +662,10 @@ mod tests {
         };
 
         let _prev_borders_1 =
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
 
         let _prev_borders_2 =
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
         assert_borders!(
             sheet.borders,
@@ -815,9 +722,6 @@ mod tests {
         let rect_1 = Rect::new_span(Pos { x: 3, y: 10 }, Pos { x: 5, y: 12 });
         let rect_2 = Rect::new_span(Pos { x: 4, y: 11 }, Pos { x: 6, y: 13 });
 
-        let region_1 = sheet.region(rect_1);
-        let region_2 = sheet.region(rect_2);
-
         let selection_1 = vec![BorderSelection::All];
         let selection_2 = vec![BorderSelection::Horizontal];
 
@@ -831,9 +735,9 @@ mod tests {
         };
 
         let _prev_borders_1 =
-            set_region_border_selection(&mut sheet, &region_1, selection_1, Some(style_1));
+            set_rect_border_selection(&mut sheet, &rect_1, selection_1, Some(style_1));
         let prev_borders_2 =
-            set_region_border_selection(&mut sheet, &region_2, selection_2, Some(style_2));
+            set_rect_border_selection(&mut sheet, &rect_2, selection_2, Some(style_2));
 
         let expected_cell_borders = [
             (CellSide::Left, style_1),
diff --git a/quadratic-core/src/grid/code.rs b/quadratic-core/src/grid/code.rs
index 11a24391d2..337e492b4f 100644
--- a/quadratic-core/src/grid/code.rs
+++ b/quadratic-core/src/grid/code.rs
@@ -1,9 +1,10 @@
+use std::collections::HashSet;
+
 use serde::{Deserialize, Serialize};
 use strum_macros::{Display, EnumString};
 use wasm_bindgen::prelude::wasm_bindgen;
 
-use super::CellRef;
-use crate::{ArraySize, CellValue, Error, Rect, Value};
+use crate::{ArraySize, CellValue, Error, Rect, SheetPos, Value};
 
 #[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
 pub struct CodeCellValue {
@@ -57,7 +58,7 @@ impl CodeCellValue {
         self.output.as_ref().map(|out| out.spill).unwrap_or(false)
     }
 
-    pub fn cells_accessed_copy(&self) -> Option<Vec<CellRef>> {
+    pub fn cells_accessed_copy(&self) -> Option<HashSet<SheetPos>> {
         self.output.as_ref()?.cells_accessed().cloned()
     }
 
@@ -98,7 +99,7 @@ impl CodeCellRunOutput {
         self.result.output_value()
     }
 
-    pub fn cells_accessed(&self) -> Option<&Vec<CellRef>> {
+    pub fn cells_accessed(&self) -> Option<&HashSet<SheetPos>> {
         match &self.result {
             CodeCellRunResult::Ok { cells_accessed, .. } => Some(cells_accessed),
             CodeCellRunResult::Err { .. } => None,
@@ -111,7 +112,7 @@ impl CodeCellRunOutput {
 pub enum CodeCellRunResult {
     Ok {
         output_value: Value,
-        cells_accessed: Vec<CellRef>,
+        cells_accessed: HashSet<SheetPos>,
     },
     Err {
         error: Error,
@@ -137,10 +138,8 @@ impl CodeCellRunResult {
 
 #[cfg(test)]
 mod test {
-    use crate::{
-        grid::{CodeCellRunOutput, CodeCellValue},
-        Array, ArraySize, Pos, Rect,
-    };
+    use super::*;
+    use crate::{Array, Pos};
 
     #[test]
     fn test_output_size() {
@@ -166,7 +165,7 @@ mod test {
                     output_value: crate::Value::Array(Array::new_empty(
                         ArraySize::new(10, 11).unwrap(),
                     )),
-                    cells_accessed: vec![],
+                    cells_accessed: HashSet::new(),
                 },
                 spill: false,
             }),
diff --git a/quadratic-core/src/grid/column.rs b/quadratic-core/src/grid/column.rs
index 12b9798987..ad24f7ae13 100644
--- a/quadratic-core/src/grid/column.rs
+++ b/quadratic-core/src/grid/column.rs
@@ -9,15 +9,15 @@ use serde::{Deserialize, Serialize};
 use smallvec::{smallvec, SmallVec};
 
 use super::formatting::*;
-use super::{Block, BlockContent, CellRef, CellValueBlockContent, ColumnId, SameValue};
-use crate::IsBlank;
+use super::{Block, BlockContent, CellValueBlockContent, SameValue};
+use crate::{IsBlank, Pos};
 
-#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
+#[derive(Serialize, Deserialize, Default, Debug, Clone, PartialEq)]
 pub struct Column {
-    pub id: ColumnId,
+    pub x: i64,
 
     pub values: ColumnData<CellValueBlockContent>,
-    pub spills: ColumnData<SameValue<CellRef>>,
+    pub spills: ColumnData<SameValue<Pos>>,
 
     pub align: ColumnData<SameValue<CellAlign>>,
     pub wrap: ColumnData<SameValue<CellWrap>>,
@@ -31,26 +31,10 @@ pub struct Column {
     pub render_size: ColumnData<SameValue<RenderSize>>,
 }
 impl Column {
-    pub fn new() -> Self {
-        Column::with_id(ColumnId::new())
-    }
-    pub fn with_id(id: ColumnId) -> Self {
-        Column {
-            id,
-
-            values: ColumnData::default(),
-            spills: ColumnData::default(),
-
-            align: ColumnData::default(),
-            wrap: ColumnData::default(),
-            numeric_format: ColumnData::default(),
-            numeric_decimals: ColumnData::default(),
-            numeric_commas: ColumnData::default(),
-            bold: ColumnData::default(),
-            italic: ColumnData::default(),
-            text_color: ColumnData::default(),
-            fill_color: ColumnData::default(),
-            render_size: ColumnData::default(),
+    pub fn new(x: i64) -> Self {
+        Self {
+            x,
+            ..Default::default()
         }
     }
 
@@ -89,12 +73,6 @@ impl Column {
     }
 }
 
-impl Default for Column {
-    fn default() -> Self {
-        Self::new()
-    }
-}
-
 #[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
 pub struct ColumnData<B: Serialize + for<'d> Deserialize<'d>>(
     #[serde(with = "crate::util::btreemap_serde")] BTreeMap<i64, Block<B>>,
diff --git a/quadratic-core/src/grid/file/current.rs b/quadratic-core/src/grid/file/current.rs
index da70be4aa0..0b66c1bb0f 100644
--- a/quadratic-core/src/grid/file/current.rs
+++ b/quadratic-core/src/grid/file/current.rs
@@ -1,16 +1,15 @@
 use crate::color::Rgba;
 use crate::grid::formatting::RenderSize;
 use crate::grid::{
-    generate_borders, set_region_borders, BorderSelection, BorderStyle, CellAlign, CellBorderLine,
-    CellWrap, Grid, GridBounds, NumericFormat, NumericFormatKind, RegionRef,
+    generate_borders, set_rect_borders, BorderSelection, BorderStyle, CellAlign, CellBorderLine,
+    CellWrap, Grid, GridBounds, NumericFormat, NumericFormatKind,
 };
-use crate::{CellValue, Error, ErrorMsg, Span, Value};
+use crate::{CellValue, Error, ErrorMsg, Pos, Rect, SheetPos, Span, Value};
 
-use crate::grid::file::v1_4::schema::{self as current};
+use crate::grid::file::v1_5::schema::{self as current};
 use crate::grid::{
-    block::SameValue, sheet::sheet_offsets::SheetOffsets, CellRef, CodeCellLanguage,
-    CodeCellRunOutput, CodeCellRunResult, CodeCellValue, Column, ColumnData, ColumnId, RowId,
-    Sheet, SheetBorders, SheetId,
+    block::SameValue, sheet::sheet_offsets::SheetOffsets, CodeCellLanguage, CodeCellRunOutput,
+    CodeCellRunResult, CodeCellValue, Column, ColumnData, Sheet, SheetBorders, SheetId,
 };
 use anyhow::{anyhow, Result};
 use bigdecimal::BigDecimal;
@@ -23,21 +22,6 @@ use std::{
 };
 
 use super::CURRENT_VERSION;
-impl From<CellRef> for current::CellRef {
-    fn from(cell_ref: CellRef) -> Self {
-        Self {
-            sheet: current::Id {
-                id: cell_ref.sheet.to_string(),
-            },
-            column: current::Id {
-                id: cell_ref.column.to_string(),
-            },
-            row: current::Id {
-                id: cell_ref.row.to_string(),
-            },
-        }
-    }
-}
 
 fn set_column_format<T>(
     column_data: &mut ColumnData<SameValue<T>>,
@@ -135,12 +119,9 @@ fn set_column_format_render_size(
 fn import_column_builder(columns: &[(i64, current::Column)]) -> Result<BTreeMap<i64, Column>> {
     columns
         .iter()
-        .map(|(y, column)| {
-            let mut col = Column {
-                id: ColumnId::from_str(&column.id.id)?,
-                ..Default::default()
-            };
-            set_column_format::<CellRef>(&mut col.spills, &column.spills)?;
+        .map(|(x, column)| {
+            let mut col = Column::new(*x);
+            set_column_format::<Pos>(&mut col.spills, &column.spills)?;
             set_column_format::<CellAlign>(&mut col.align, &column.align)?;
             set_column_format::<CellWrap>(&mut col.wrap, &column.wrap)?;
             set_column_format_i16(&mut col.numeric_decimals, &column.numeric_decimals)?;
@@ -172,54 +153,44 @@ fn import_column_builder(columns: &[(i64, current::Column)]) -> Result<BTreeMap<
                 }
             }
 
-            Ok((*y, col))
+            Ok((*x, col))
         })
         .collect::<Result<BTreeMap<i64, Column>>>()
 }
 
 fn import_borders_builder(sheet: &mut Sheet, current_sheet: &mut current::Sheet) {
-    current_sheet
-        .borders
-        .iter()
-        .for_each(|(column_id, cell_borders)| {
-            cell_borders.iter().for_each(|(y, cell_borders)| {
-                cell_borders.iter().enumerate().for_each(|(index, border)| {
-                    if let Some(border) = border {
-                        let border_selection = match index {
-                            0 => BorderSelection::Left,
-                            1 => BorderSelection::Top,
-                            2 => BorderSelection::Right,
-                            3 => BorderSelection::Bottom,
-                            _ => BorderSelection::Clear,
-                        };
-                        let style = BorderStyle {
-                            color: Rgba::from_str(&border.color)
-                                .unwrap_or_else(|_| Rgba::new(0, 0, 0, 255)),
-                            line: CellBorderLine::from_str(&border.line)
-                                .unwrap_or(CellBorderLine::Line1),
-                        };
-
-                        if let Ok(column_id) = ColumnId::from_str(column_id) {
-                            let row_id = sheet.get_or_create_row(*y);
-                            let region = RegionRef {
-                                sheet: sheet.id,
-                                columns: vec![column_id],
-                                rows: vec![row_id.id],
-                            };
-                            let borders = generate_borders(
-                                sheet,
-                                &region,
-                                vec![border_selection],
-                                Some(style),
-                            );
+    current_sheet.borders.iter().for_each(|(x, cell_borders)| {
+        cell_borders.iter().for_each(|(y, cell_borders)| {
+            cell_borders.iter().enumerate().for_each(|(index, border)| {
+                if let Some(border) = border {
+                    let border_selection = match index {
+                        0 => BorderSelection::Left,
+                        1 => BorderSelection::Top,
+                        2 => BorderSelection::Right,
+                        3 => BorderSelection::Bottom,
+                        _ => BorderSelection::Clear,
+                    };
+                    let style = BorderStyle {
+                        color: Rgba::from_str(&border.color)
+                            .unwrap_or_else(|_| Rgba::new(0, 0, 0, 255)),
+                        line: CellBorderLine::from_str(&border.line)
+                            .unwrap_or(CellBorderLine::Line1),
+                    };
 
-                            // necessary to fill in render_lookup in SheetBorders
-                            set_region_borders(sheet, vec![region], borders);
-                        }
-                    }
-                });
+                    // todo: this should save as an i64, not string
+                    let rect = Rect::single_pos(Pos {
+                        x: x.parse::<i64>().unwrap(),
+                        y: *y,
+                    });
+                    let borders =
+                        generate_borders(sheet, &rect, vec![border_selection], Some(style));
+
+                    // necessary to fill in render_lookup in SheetBorders
+                    set_rect_borders(sheet, &rect, borders);
+                }
             });
         });
+    });
 }
 
 fn import_code_cell_output(type_field: &str, value: &str) -> CellValue {
@@ -231,17 +202,13 @@ fn import_code_cell_output(type_field: &str, value: &str) -> CellValue {
     }
 }
 
-fn import_code_cell_builder(sheet: &current::Sheet) -> Result<HashMap<CellRef, CodeCellValue>> {
+fn import_code_cell_builder(sheet: &current::Sheet) -> Result<HashMap<Pos, CodeCellValue>> {
     sheet
         .code_cells
         .iter()
-        .map(|(cell_ref, code_cell_value)| {
+        .map(|(pos, code_cell_value)| {
             Ok((
-                CellRef {
-                    sheet: SheetId::from_str(&cell_ref.sheet.id)?,
-                    column: ColumnId::from_str(&cell_ref.column.id)?,
-                    row: RowId::from_str(&cell_ref.row.id)?,
-                },
+                Pos { x: pos.x, y: pos.y },
                 CodeCellValue {
                     language: CodeCellLanguage::from_str(&code_cell_value.language)?,
                     code_string: code_cell_value.code_string.to_owned(),
@@ -286,10 +253,10 @@ fn import_code_cell_builder(sheet: &current::Sheet) -> Result<HashMap<CellRef, C
                                     cells_accessed: cells_accessed
                                         .into_iter()
                                         .map(|cell| {
-                                            Ok(CellRef {
-                                                sheet: SheetId::from_str(&cell.sheet.id)?,
-                                                column: ColumnId::from_str(&cell.column.id)?,
-                                                row: RowId::from_str(&cell.row.id)?,
+                                            Ok(SheetPos {
+                                                sheet_id: SheetId::from_str(&cell.sheet_id.id)?,
+                                                x: cell.x,
+                                                y: cell.y,
                                             })
                                         })
                                         .collect::<Result<_>>()
@@ -327,16 +294,6 @@ pub fn import(file: current::GridSchema) -> Result<Grid> {
                     name: sheet.name.to_owned(),
                     color: sheet.color.to_owned(),
                     order: sheet.order.to_owned(),
-                    column_ids: sheet
-                        .columns
-                        .iter()
-                        .map(|(x, column)| Ok((*x, ColumnId::from_str(&column.id.id)?)))
-                        .collect::<Result<_>>()?,
-                    row_ids: sheet
-                        .rows
-                        .iter()
-                        .map(|(x, row)| Ok((*x, RowId::from_str(&row.id)?)))
-                        .collect::<Result<_>>()?,
                     offsets: SheetOffsets::import(&sheet.offsets),
                     columns: import_column_builder(&sheet.columns)?,
                     // borders set after sheet is loaded
@@ -445,14 +402,13 @@ where
 
 fn export_column_builder(sheet: &Sheet) -> Vec<(i64, current::Column)> {
     sheet
-        .iter_columns()
+        .columns
+        .iter()
         .map(|(x, column)| {
             (
-                x,
+                *x,
                 current::Column {
-                    id: current::Id {
-                        id: column.id.to_string(),
-                    },
+                    x: *x,
                     spills: export_column_data(&column.spills),
                     align: export_column_data(&column.align),
                     wrap: export_column_data(&column.wrap),
@@ -493,9 +449,10 @@ fn export_borders_builder(sheet: &Sheet) -> current::Borders {
         .per_cell
         .borders
         .iter()
-        .map(|(column_id, border)| {
+        .map(|(x, border)| {
             (
-                column_id.to_string(),
+                // todo: this should be i64
+                x.to_string(),
                 border
                     .values()
                     .map(|(y, cell_borders)| {
@@ -536,24 +493,13 @@ pub fn export(grid: &mut Grid) -> Result<current::GridSchema> {
                 order: sheet.order.to_owned(),
                 offsets: sheet.offsets.export(),
                 columns: export_column_builder(sheet),
-                rows: sheet
-                    .iter_rows()
-                    .map(|(x, row_id)| {
-                        (
-                            x,
-                            current::Id {
-                                id: row_id.to_string(),
-                            },
-                        )
-                    })
-                    .collect(),
                 borders: export_borders_builder(sheet),
                 code_cells: sheet
                     .iter_code_cells_locations()
-                    .map(|cell_ref| {
-                        let code_cell_value = sheet.get_code_cell_from_ref(cell_ref).unwrap().clone();
+                    .map(|pos| {
+                        let code_cell_value = sheet.get_code_cell(pos).unwrap().clone();
                         (
-                            cell_ref.into(),
+                            pos.into(),
                             current::CodeCellValue {
                                 language: code_cell_value.language.to_string(),
                                 code_string: code_cell_value.code_string,
@@ -631,13 +577,13 @@ pub fn export(grid: &mut Grid) -> Result<current::GridSchema> {
 mod tests {
     use super::*;
 
-    const V1_4_FILE: &str = include_str!("../../../examples/v1_4_simple.grid");
+    const V1_5_FILE: &str = include_str!("../../../../rust-shared/data/grid/v1_5_simple.grid");
 
     #[test]
     fn imports_and_exports_a_current_grid() {
-        let file = serde_json::from_str::<current::GridSchema>(V1_4_FILE).unwrap();
+        let file = serde_json::from_str::<current::GridSchema>(V1_5_FILE).unwrap();
         let mut imported = import(file).unwrap();
-        let exported = export(&mut imported).unwrap();
-        println!("{:?}", exported);
+        let _exported = export(&mut imported).unwrap();
+        // println!("{:?}", exported);
     }
 }
diff --git a/quadratic-core/src/grid/file/mod.rs b/quadratic-core/src/grid/file/mod.rs
index 08e0c9e23e..dd1f6e0a7b 100644
--- a/quadratic-core/src/grid/file/mod.rs
+++ b/quadratic-core/src/grid/file/mod.rs
@@ -7,12 +7,18 @@ use super::Grid;
 pub mod current;
 mod v1_3;
 mod v1_4;
+mod v1_5;
 
-pub static CURRENT_VERSION: &str = "1.4";
+pub static CURRENT_VERSION: &str = "1.5";
 
 #[derive(Serialize, Deserialize, Debug, Clone)]
 #[serde(tag = "version")]
 enum GridFile {
+    #[serde(rename = "1.5")]
+    V1_5 {
+        #[serde(flatten)]
+        grid: v1_5::schema::GridSchema,
+    },
     #[serde(rename = "1.4")]
     V1_4 {
         #[serde(flatten)]
@@ -26,10 +32,19 @@ enum GridFile {
 }
 
 impl GridFile {
-    fn into_latest(self) -> Result<v1_4::schema::GridSchema> {
+    fn into_latest(self) -> Result<v1_5::schema::GridSchema> {
         match self {
-            GridFile::V1_4 { grid } => Ok(grid),
-            GridFile::V1_3 { grid } => v1_3::file::upgrade(grid),
+            GridFile::V1_5 { grid } => Ok(grid),
+            GridFile::V1_4 { grid } => v1_4::file::upgrade(grid),
+            GridFile::V1_3 { grid } => {
+                if let Ok(v1_4) = v1_3::file::upgrade(grid) {
+                    v1_4::file::upgrade(v1_4)
+                } else {
+                    Err(anyhow!(
+                        "Failed to upgrade from v1.3 to v1.4 (on the way to v1.5"
+                    ))
+                }
+            }
         }
     }
 }
@@ -57,23 +72,24 @@ mod tests {
     use super::*;
     use crate::{
         color::Rgba,
-        grid::{
-            generate_borders, set_region_borders, BorderSelection, BorderStyle, CellBorderLine,
-        },
+        grid::{generate_borders, set_rect_borders, BorderSelection, BorderStyle, CellBorderLine},
         Pos, Rect,
     };
 
-    const V1_3_FILE: &str = include_str!("../../../examples/v1_3.grid");
-    const V1_3_PYTHON_FILE: &str = include_str!("../../../examples/v1_3_python.grid");
+    const V1_3_FILE: &str = include_str!("../../../../rust-shared/data/grid/v1_3.grid");
+    const V1_3_PYTHON_FILE: &str =
+        include_str!("../../../../rust-shared/data/grid/v1_3_python.grid");
     const V1_3_TEXT_ONLY_CODE_CELL_FILE: &str =
-        include_str!("../../../examples/c1_3_python_text_only.grid");
+        include_str!("../../../../rust-shared/data/grid/v1_3_python_text_only.grid");
     const V1_3_SINGLE_FORMULS_CODE_CELL_FILE: &str =
-        include_str!("../../../examples/v1_3_single_formula.grid");
-    const V1_3_NPM_DOWNLOADS_FILE: &str = include_str!("../../../examples/v1_3_fill_color.grid");
-    const V1_3_BORDERS_FILE: &str = include_str!("../../../examples/v1_3_borders.grid");
-    const V1_4_FILE: &str = include_str!("../../../examples/v1_4_simple.grid");
+        include_str!("../../../../rust-shared/data/grid/v1_3_single_formula.grid");
+    const V1_3_NPM_DOWNLOADS_FILE: &str =
+        include_str!("../../../../rust-shared/data/grid/v1_3_fill_color.grid");
+    const V1_3_BORDERS_FILE: &str =
+        include_str!("../../../../rust-shared/data/grid/v1_3_borders.grid");
+    const V1_4_FILE: &str = include_str!("../../../../rust-shared/data/grid/v1_4_simple.grid");
     const V1_4_AIRPORTS_DISTANCE_FILE: &str =
-        include_str!("../../../examples/v1_4_airports_distance.grid");
+        include_str!("../../../../rust-shared/data/grid/v1_4_airports_distance.grid");
 
     #[test]
     fn process_a_v1_3_file() {
@@ -147,14 +163,13 @@ mod tests {
         let mut grid = Grid::new();
         let sheets = grid.sheets_mut();
         let rect = Rect::new_span(Pos { x: 0, y: 0 }, Pos { x: 0, y: 0 });
-        let region = sheets[0].region(rect);
         let selection = vec![BorderSelection::Bottom];
         let style = BorderStyle {
             color: Rgba::from_str("#000000").unwrap(),
             line: CellBorderLine::Line1,
         };
-        let borders = generate_borders(&sheets[0], &region, selection, Some(style));
-        set_region_borders(&mut sheets[0], vec![region.clone()], borders);
+        let borders = generate_borders(&sheets[0], &rect, selection, Some(style));
+        set_rect_borders(&mut sheets[0], &rect, borders);
         // println!("{:#?}", sheets[0].borders);
 
         let _exported = export(&mut grid).unwrap();
diff --git a/quadratic-core/src/grid/file/v1_3/file.rs b/quadratic-core/src/grid/file/v1_3/file.rs
index d449039fa2..265171243a 100644
--- a/quadratic-core/src/grid/file/v1_3/file.rs
+++ b/quadratic-core/src/grid/file/v1_3/file.rs
@@ -7,12 +7,12 @@ use std::vec;
 use super::schema::{Any, ArrayOutput, Cell};
 use crate::color::Rgba;
 use crate::grid::file::v1_3::schema::GridSchema;
-use crate::grid::file::v1_4::schema as current;
+use crate::grid::file::v1_4::schema as v1_4;
 
-pub(crate) fn upgrade(schema: GridSchema) -> Result<current::GridSchema> {
+pub(crate) fn upgrade(schema: GridSchema) -> Result<v1_4::GridSchema> {
     let sheet = upgrade_sheet(schema)?;
 
-    let converted = current::GridSchema {
+    let converted = v1_4::GridSchema {
         version: Some("1.4".into()),
         sheets: vec![sheet],
     };
@@ -30,7 +30,7 @@ pub fn language_conversion(language: &str) -> String {
     }
 }
 
-impl From<Any> for current::OutputValueValue {
+impl From<Any> for v1_4::OutputValueValue {
     fn from(val: Any) -> Self {
         match val {
             Any::Number(n) => match BigDecimal::from_str(n.to_string().as_str()).ok() {
@@ -62,31 +62,31 @@ impl From<Any> for current::OutputValueValue {
 }
 
 struct SheetBuilder {
-    sheet_id: current::Id,
-    columns: HashMap<i64, current::Column>,
-    column_ids: HashMap<i64, current::Id>,
-    row_ids: HashMap<i64, current::Id>,
-    borders: current::Borders,
+    sheet_id: v1_4::Id,
+    columns: HashMap<i64, v1_4::Column>,
+    column_ids: HashMap<i64, v1_4::Id>,
+    row_ids: HashMap<i64, v1_4::Id>,
+    borders: v1_4::Borders,
 }
 #[allow(clippy::unwrap_or_default)]
 impl SheetBuilder {
-    fn column_id(&mut self, x: i64) -> &mut current::Id {
-        self.column_ids.entry(x).or_insert_with(current::Id::new)
+    fn column_id(&mut self, x: i64) -> &mut v1_4::Id {
+        self.column_ids.entry(x).or_insert_with(v1_4::Id::new)
     }
 
-    fn row_id(&mut self, x: i64) -> &mut current::Id {
-        self.row_ids.entry(x).or_insert_with(current::Id::new)
+    fn row_id(&mut self, x: i64) -> &mut v1_4::Id {
+        self.row_ids.entry(x).or_insert_with(v1_4::Id::new)
     }
 
-    fn column(&mut self, x: i64) -> &mut current::Column {
+    fn column(&mut self, x: i64) -> &mut v1_4::Column {
         let id = self.column_id(x).to_owned();
         self.columns
             .entry(x)
-            .or_insert_with(|| current::Column::with_id(id))
+            .or_insert_with(|| v1_4::Column::with_id(id))
     }
 
-    fn cell_ref(&mut self, (x, y): (i64, i64)) -> current::CellRef {
-        current::CellRef {
+    fn cell_ref(&mut self, (x, y): (i64, i64)) -> v1_4::CellRef {
+        v1_4::CellRef {
             sheet: self.sheet_id.to_owned(),
             column: self.column_id(x).to_owned(),
             row: self.row_id(y).to_owned(),
@@ -106,7 +106,7 @@ impl SheetBuilder {
                 y.to_string(),
                 (
                     y,
-                    current::ColumnValue {
+                    v1_4::ColumnValue {
                         type_field: type_field.into(),
                         value: value.to_owned(),
                     },
@@ -116,11 +116,7 @@ impl SheetBuilder {
         }
     }
 
-    fn code_cell_value(
-        &mut self,
-        cell: &Cell,
-        cell_ref: current::CellRef,
-    ) -> current::CodeCellValue {
+    fn code_cell_value(&mut self, cell: &Cell, cell_ref: v1_4::CellRef) -> v1_4::CodeCellValue {
         let default = String::new();
         let language = language_conversion(&cell.type_field);
         let code_string = match cell.type_field.to_lowercase().as_str() {
@@ -135,7 +131,7 @@ impl SheetBuilder {
             .as_ref()
             .map(|result| result.formatted_code.to_string());
 
-        current::CodeCellValue {
+        v1_4::CodeCellValue {
             language,
             code_string: code_string.to_string(),
             formatted_code_string,
@@ -143,7 +139,7 @@ impl SheetBuilder {
             output: cell.evaluation_result.to_owned().and_then(|result| {
                 let column = self.column(cell.x);
                 let code_cell_result = match result.success {
-                    true => current::CodeCellRunResult::Ok {
+                    true => v1_4::CodeCellRunResult::Ok {
                         output_value: if let Some(array) = result.array_output {
                             match array {
                                 ArrayOutput::Array(values) => {
@@ -154,8 +150,8 @@ impl SheetBuilder {
                                             .spills
                                             .insert(y.to_string(), (y, cell_ref.to_owned()).into());
                                     }
-                                    current::OutputValue::Array(current::OutputArray {
-                                        size: current::OutputSize {
+                                    v1_4::OutputValue::Array(v1_4::OutputArray {
+                                        size: v1_4::OutputSize {
                                             w: 1_i64,
                                             h: values.len() as i64,
                                         },
@@ -186,8 +182,8 @@ impl SheetBuilder {
                                             );
                                         }
                                     }
-                                    current::OutputValue::Array(current::OutputArray {
-                                        size: current::OutputSize {
+                                    v1_4::OutputValue::Array(v1_4::OutputArray {
+                                        size: v1_4::OutputSize {
                                             w: values.get(0)?.len() as i64,
                                             h: values.len() as i64,
                                         },
@@ -203,12 +199,12 @@ impl SheetBuilder {
                             column
                                 .spills
                                 .insert(cell.y.to_string(), (cell.y, cell_ref.to_owned()).into());
-                            current::OutputValue::Single(current::OutputValueValue {
+                            v1_4::OutputValue::Single(v1_4::OutputValueValue {
                                 type_field: "TEXT".into(),
                                 value,
                             })
                         } else {
-                            current::OutputValue::Single(current::OutputValueValue {
+                            v1_4::OutputValue::Single(v1_4::OutputValueValue {
                                 type_field: "BLANK".into(),
                                 value: "".into(),
                             })
@@ -219,17 +215,17 @@ impl SheetBuilder {
                             .map(|&(x, y)| self.cell_ref((x, y)))
                             .collect(),
                     },
-                    false => current::CodeCellRunResult::Err {
-                        error: current::Error {
+                    false => v1_4::CodeCellRunResult::Err {
+                        error: v1_4::Error {
                             span: result
                                 .error_span
-                                .map(|(start, end)| current::Span { start, end }),
+                                .map(|(start, end)| v1_4::Span { start, end }),
                             msg: "unknown error".into(),
                         },
                     },
                 };
 
-                Some(current::CodeCellRunOutput {
+                Some(v1_4::CodeCellRunOutput {
                     std_out: result.std_out,
                     std_err: result.std_err,
                     result: code_cell_result,
@@ -240,8 +236,8 @@ impl SheetBuilder {
     }
 }
 
-pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<current::Sheet> {
-    let sheet_id = current::Id::new();
+pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<v1_4::Sheet> {
+    let sheet_id = v1_4::Id::new();
     let column_widths = v
         .columns
         .iter()
@@ -309,7 +305,7 @@ pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<current::Sheet> {
         if let Some(text_format) = format.text_format {
             column.numeric_format.insert(
                 format.y.to_string(),
-                current::NumericFormat {
+                v1_4::NumericFormat {
                     kind: text_format.type_field,
                     symbol: text_format.symbol.map(|symbol| match symbol.as_ref() {
                         "USD" => "$".into(),
@@ -330,13 +326,13 @@ pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<current::Sheet> {
     for border in v.borders {
         let column = sheet.column(border.x);
         let column_id = column.id.to_string();
-        let top = border.horizontal.map(|horizontal| current::CellBorder {
+        let top = border.horizontal.map(|horizontal| v1_4::CellBorder {
             color: Rgba::from_css_str(&horizontal.color.unwrap_or("rgb(0, 0, 0)".into()))
                 .unwrap_or_default()
                 .as_string(),
             line: horizontal.border_type.unwrap_or("line1".into()),
         });
-        let left = border.vertical.map(|vertical| current::CellBorder {
+        let left = border.vertical.map(|vertical| v1_4::CellBorder {
             color: Rgba::from_css_str(&vertical.color.unwrap_or("rgb(0, 0, 0)".into()))
                 .unwrap_or_default()
                 .as_string(),
@@ -353,7 +349,7 @@ pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<current::Sheet> {
             .or_insert(vec![entry]);
     }
 
-    Ok(current::Sheet {
+    Ok(v1_4::Sheet {
         id: sheet_id,
         name: "Sheet 1".into(),
         color: None,
@@ -367,7 +363,7 @@ pub(crate) fn upgrade_sheet(v: GridSchema) -> Result<current::Sheet> {
         rows: sheet
             .row_ids
             .into_iter()
-            .map(|(id, row_id)| (id, current::Id { id: row_id.id }))
+            .map(|(id, row_id)| (id, v1_4::Id { id: row_id.id }))
             .collect(),
         borders: sheet.borders,
         code_cells,
@@ -379,7 +375,7 @@ mod tests {
     use super::*;
     use anyhow::anyhow;
 
-    const V1_3_FILE: &str = include_str!("../../../../examples/v1_3.grid");
+    const V1_3_FILE: &str = include_str!("../../../../../rust-shared/data/grid/v1_3.grid");
 
     fn import(file_contents: &str) -> Result<GridSchema> {
         serde_json::from_str::<GridSchema>(file_contents)
diff --git a/quadratic-core/src/grid/file/v1_4/file.rs b/quadratic-core/src/grid/file/v1_4/file.rs
index d015a15da7..4428ada61d 100644
--- a/quadratic-core/src/grid/file/v1_4/file.rs
+++ b/quadratic-core/src/grid/file/v1_4/file.rs
@@ -1,9 +1,198 @@
+use std::collections::HashMap;
+
+use crate::grid::file::v1_4::schema as v1_4;
+use crate::grid::file::v1_5::schema::{self as v1_5};
+use anyhow::Result;
+
+fn upgrade_spills(
+    sheet: &v1_4::Sheet,
+    spills: &HashMap<String, v1_4::ColumnFormatType<String>>,
+) -> HashMap<String, v1_5::ColumnFormatType<String>> {
+    spills
+        .iter()
+        .flat_map(|(_, spill)| {
+            let y = spill.y;
+            let cell_ref = serde_json::from_str::<v1_4::CellRef>(&spill.content.value).unwrap();
+            let len = spill.content.len;
+            match serde_json::to_string(&cell_ref_to_sheet_pos(sheet, &cell_ref)) {
+                Ok(sheet_pos_string) => Some((
+                    y.to_string(),
+                    v1_5::ColumnFormatType::<String> {
+                        y,
+                        content: v1_5::ColumnFormatContent {
+                            value: sheet_pos_string,
+                            len,
+                        },
+                    },
+                )),
+                Err(_) => None,
+            }
+        })
+        .collect()
+}
+
+fn upgrade_column(sheet: &v1_4::Sheet, x: &i64, column: &v1_4::Column) -> (i64, v1_5::Column) {
+    (
+        *x,
+        v1_5::Column {
+            x: *x,
+            values: column.values.clone(),
+            spills: upgrade_spills(sheet, &column.spills),
+            align: column.align.clone(),
+            wrap: column.wrap.clone(),
+            numeric_format: column.numeric_format.clone(),
+            numeric_decimals: column.numeric_decimals.clone(),
+            numeric_commas: column.numeric_commas.clone(),
+            bold: column.bold.clone(),
+            italic: column.italic.clone(),
+            text_color: column.text_color.clone(),
+            fill_color: column.fill_color.clone(),
+            render_size: column.render_size.clone(),
+        },
+    )
+}
+
+fn upgrade_columns(sheet: &v1_4::Sheet) -> Vec<(i64, v1_5::Column)> {
+    sheet
+        .columns
+        .iter()
+        .map(|(x, column)| upgrade_column(sheet, x, column))
+        .collect()
+}
+
+fn cell_ref_to_sheet_pos(sheet: &v1_4::Sheet, cell_ref: &v1_4::CellRef) -> v1_5::SheetPos {
+    let x = sheet
+        .columns
+        .iter()
+        .find(|column| column.1.id == cell_ref.column)
+        .unwrap()
+        .0;
+    let y = sheet
+        .rows
+        .iter()
+        .find(|row| row.1 == cell_ref.row)
+        .unwrap()
+        .0;
+    v1_5::SheetPos {
+        x,
+        y,
+        sheet_id: v1_5::Id::from(cell_ref.sheet.id.clone()),
+    }
+}
+
+fn cell_ref_to_pos(sheet: &v1_4::Sheet, cell_ref: &v1_4::CellRef) -> v1_5::Pos {
+    let x = sheet
+        .columns
+        .iter()
+        .find(|column| column.1.id == cell_ref.column)
+        .unwrap()
+        .0;
+    let y = sheet
+        .rows
+        .iter()
+        .find(|row| row.1 == cell_ref.row)
+        .unwrap()
+        .0;
+    v1_5::Pos { x, y }
+}
+
+fn column_id_to_x(sheet: &v1_4::Sheet, column_id: &String) -> i64 {
+    sheet
+        .columns
+        .iter()
+        .find(|column| column.1.id.id == *column_id)
+        .unwrap()
+        .0
+}
+
+fn upgrade_code_cells(sheet: &v1_4::Sheet) -> Vec<(v1_5::Pos, v1_5::CodeCellValue)> {
+    sheet
+        .code_cells
+        .clone()
+        .into_iter()
+        .map(|(cell_ref, code_cell_value)| {
+            let pos = cell_ref_to_pos(sheet, &cell_ref);
+            (
+                pos,
+                v1_5::CodeCellValue {
+                    language: code_cell_value.language,
+                    code_string: code_cell_value.code_string,
+                    formatted_code_string: code_cell_value.formatted_code_string,
+                    last_modified: code_cell_value.last_modified,
+                    output: code_cell_value
+                        .output
+                        .map(|output| v1_5::CodeCellRunOutput {
+                            std_out: output.std_out,
+                            std_err: output.std_err,
+                            result: match output.result {
+                                v1_4::CodeCellRunResult::Ok {
+                                    output_value,
+                                    cells_accessed,
+                                } => v1_5::CodeCellRunResult::Ok {
+                                    output_value: match output_value {
+                                        v1_4::OutputValue::Single(value) => {
+                                            v1_5::OutputValue::Single(value)
+                                        }
+                                        v1_4::OutputValue::Array(array) => {
+                                            v1_5::OutputValue::Array(array)
+                                        }
+                                    },
+                                    cells_accessed: cells_accessed
+                                        .into_iter()
+                                        .map(|cell_ref| cell_ref_to_sheet_pos(sheet, &cell_ref))
+                                        .collect(),
+                                },
+                                v1_4::CodeCellRunResult::Err { error } => {
+                                    v1_5::CodeCellRunResult::Err { error }
+                                }
+                            },
+                            spill: output.spill,
+                        }),
+                },
+            )
+        })
+        .collect()
+}
+
+fn upgrade_borders(sheet: &v1_4::Sheet) -> v1_5::Borders {
+    sheet
+        .borders
+        .iter()
+        .map(|(column_id, borders)| {
+            let x = column_id_to_x(sheet, column_id);
+            (x.to_string(), borders.clone())
+        })
+        .collect()
+}
+
+fn upgrade_sheet(sheet: &v1_4::Sheet) -> v1_5::Sheet {
+    let columns = upgrade_columns(sheet);
+    v1_5::Sheet {
+        id: v1_5::Id::from(sheet.id.id.clone()),
+        name: sheet.name.clone(),
+        color: sheet.color.clone(),
+        order: sheet.order.clone(),
+        offsets: sheet.offsets.clone(),
+        columns,
+        borders: upgrade_borders(sheet),
+        code_cells: upgrade_code_cells(sheet),
+    }
+}
+
+pub(crate) fn upgrade(schema: v1_4::GridSchema) -> Result<v1_5::GridSchema> {
+    let schema = v1_5::GridSchema {
+        version: Some("1.5".into()),
+        sheets: schema.sheets.iter().map(upgrade_sheet).collect(),
+    };
+    Ok(schema)
+}
+
 #[cfg(test)]
 mod tests {
     use crate::grid::file::v1_4::schema::GridSchema;
     use anyhow::{anyhow, Result};
 
-    const V1_4_FILE: &str = include_str!("../../../../examples/v1_4_simple.grid");
+    const V1_4_FILE: &str = include_str!("../../../../../rust-shared/data/grid/v1_4_simple.grid");
 
     fn import(file_contents: &str) -> Result<GridSchema> {
         serde_json::from_str::<GridSchema>(file_contents)
diff --git a/quadratic-core/src/grid/file/v1_5/file.rs b/quadratic-core/src/grid/file/v1_5/file.rs
new file mode 100644
index 0000000000..9d672a49f8
--- /dev/null
+++ b/quadratic-core/src/grid/file/v1_5/file.rs
@@ -0,0 +1,24 @@
+#[cfg(test)]
+mod tests {
+    use crate::grid::file::v1_5::schema::GridSchema;
+    use anyhow::{anyhow, Result};
+
+    const V1_5_FILE: &str = include_str!("../../../../../rust-shared/data/grid/v1_5_simple.grid");
+
+    fn import(file_contents: &str) -> Result<GridSchema> {
+        serde_json::from_str::<GridSchema>(file_contents)
+            .map_err(|e| anyhow!("Could not import file: {:?}", e))
+    }
+
+    fn export(grid_schema: &GridSchema) -> Result<String> {
+        serde_json::to_string(grid_schema).map_err(|e| anyhow!("Could not export file: {:?}", e))
+    }
+
+    #[test]
+    fn import_and_export_a_v1_5_file() {
+        let imported = import(V1_5_FILE).unwrap();
+        let exported = export(&imported).unwrap();
+        println!("{}", exported);
+        // assert_eq!(V1_4_FILE, exported);
+    }
+}
diff --git a/quadratic-core/src/grid/file/v1_5/mod.rs b/quadratic-core/src/grid/file/v1_5/mod.rs
new file mode 100644
index 0000000000..44973cd603
--- /dev/null
+++ b/quadratic-core/src/grid/file/v1_5/mod.rs
@@ -0,0 +1,2 @@
+pub mod file;
+pub mod schema;
diff --git a/quadratic-core/src/grid/file/v1_5/schema.rs b/quadratic-core/src/grid/file/v1_5/schema.rs
new file mode 100644
index 0000000000..6350e7cf73
--- /dev/null
+++ b/quadratic-core/src/grid/file/v1_5/schema.rs
@@ -0,0 +1,134 @@
+use std::collections::HashMap;
+
+use crate::grid::{file::v1_4::schema as v1_4, SheetId};
+use serde::{Deserialize, Serialize};
+
+#[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub struct GridSchema {
+    pub sheets: Vec<Sheet>,
+    pub version: Option<String>,
+}
+
+pub type Pos = v1_4::Pos;
+
+impl From<crate::Pos> for Pos {
+    fn from(pos: crate::Pos) -> Self {
+        Self { x: pos.x, y: pos.y }
+    }
+}
+
+#[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)]
+pub struct SheetPos {
+    pub x: i64,
+    pub y: i64,
+    pub sheet_id: Id,
+}
+
+impl From<crate::SheetPos> for SheetPos {
+    fn from(pos: crate::SheetPos) -> Self {
+        Self {
+            x: pos.x,
+            y: pos.y,
+            sheet_id: pos.sheet_id.into(),
+        }
+    }
+}
+
+pub type Offsets = v1_4::Offsets;
+
+pub type Borders = HashMap<String, Vec<(i64, Vec<Option<CellBorder>>)>>;
+
+#[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub struct Sheet {
+    pub id: Id,
+    pub name: String,
+    pub color: Option<String>,
+    pub order: String,
+    pub offsets: Offsets,
+    pub columns: Vec<(i64, Column)>,
+    pub borders: Borders,
+    #[serde(rename = "code_cells")]
+    pub code_cells: Vec<(Pos, CodeCellValue)>,
+}
+
+pub type Id = v1_4::Id;
+
+impl From<SheetId> for Id {
+    fn from(id: SheetId) -> Self {
+        Self { id: id.to_string() }
+    }
+}
+
+#[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "snake_case")]
+pub struct CodeCellValue {
+    pub language: String,
+    pub code_string: String,
+    pub formatted_code_string: Option<String>,
+    pub last_modified: String,
+    pub output: Option<CodeCellRunOutput>,
+}
+
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub struct CodeCellRunOutput {
+    pub std_out: Option<String>,
+    #[serde(skip_serializing_if = "Option::is_none")]
+    pub std_err: Option<String>,
+    pub result: CodeCellRunResult,
+    pub spill: bool,
+}
+
+#[derive(Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "camelCase")]
+#[serde(untagged)]
+pub enum CodeCellRunResult {
+    Ok {
+        output_value: OutputValue,
+        cells_accessed: Vec<SheetPos>,
+    },
+    Err {
+        error: Error,
+    },
+}
+
+pub type OutputValue = v1_4::OutputValue;
+pub type OutputArray = v1_4::OutputArray;
+pub type OutputSize = v1_4::OutputSize;
+pub type OutputValueValue = v1_4::OutputValueValue;
+pub type Error = v1_4::Error;
+pub type Span = v1_4::Span;
+pub type RenderSize = v1_4::RenderSize;
+
+#[derive(Default, Debug, Clone, PartialEq, Serialize, Deserialize)]
+#[serde(rename_all = "camelCase")]
+pub struct Column {
+    pub x: i64,
+    pub values: HashMap<String, ColumnValues>,
+    pub spills: HashMap<String, ColumnFormatType<String>>,
+    pub align: HashMap<String, ColumnFormatType<String>>,
+    pub wrap: HashMap<String, ColumnFormatType<String>>,
+    #[serde(rename = "numeric_format")]
+    pub numeric_format: HashMap<String, ColumnFormatType<NumericFormat>>,
+    #[serde(rename = "numeric_decimals")]
+    pub numeric_decimals: HashMap<String, ColumnFormatType<i16>>,
+    #[serde(rename = "numeric_commas")]
+    pub numeric_commas: HashMap<String, ColumnFormatType<bool>>,
+    pub bold: HashMap<String, ColumnFormatType<bool>>,
+    pub italic: HashMap<String, ColumnFormatType<bool>>,
+    #[serde(rename = "text_color")]
+    pub text_color: HashMap<String, ColumnFormatType<String>>,
+    #[serde(rename = "fill_color")]
+    pub fill_color: HashMap<String, ColumnFormatType<String>>,
+    #[serde(rename = "render_size")]
+    pub render_size: HashMap<String, ColumnFormatType<RenderSize>>,
+}
+
+pub type ColumnValues = v1_4::ColumnValues;
+pub type ColumnValue = v1_4::ColumnValue;
+pub type ColumnFormatType<T> = v1_4::ColumnFormatType<T>;
+pub type ColumnFormatContent<T> = v1_4::ColumnFormatContent<T>;
+pub type NumericFormat = v1_4::NumericFormat;
+pub type CellBorder = v1_4::CellBorder;
diff --git a/quadratic-core/src/grid/formatting.rs b/quadratic-core/src/grid/formatting.rs
index d15c89b6c8..0496f884cd 100644
--- a/quadratic-core/src/grid/formatting.rs
+++ b/quadratic-core/src/grid/formatting.rs
@@ -4,8 +4,25 @@ use std::ops::{BitOr, BitOrAssign};
 use serde::{Deserialize, Serialize};
 use strum_macros::{Display, EnumString};
 
+use crate::RunLengthEncoding;
+
 use super::{block::SameValue, Column, ColumnData};
 
+/// Array of a single cell formatting attribute.
+#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
+pub enum CellFmtArray {
+    Align(RunLengthEncoding<Option<CellAlign>>),
+    Wrap(RunLengthEncoding<Option<CellWrap>>),
+    NumericFormat(RunLengthEncoding<Option<NumericFormat>>),
+    NumericDecimals(RunLengthEncoding<Option<i16>>),
+    NumericCommas(RunLengthEncoding<Option<bool>>),
+    Bold(RunLengthEncoding<Option<bool>>),
+    Italic(RunLengthEncoding<Option<bool>>),
+    TextColor(RunLengthEncoding<Option<String>>),
+    FillColor(RunLengthEncoding<Option<String>>),
+    RenderSize(RunLengthEncoding<Option<RenderSize>>),
+}
+
 /// Cell formatting attribute.
 pub trait CellFmtAttr {
     type Value: Serialize + for<'d> Deserialize<'d> + fmt::Debug + Clone + Eq;
diff --git a/quadratic-core/src/grid/ids.rs b/quadratic-core/src/grid/ids.rs
index c229f11a61..046f846fad 100644
--- a/quadratic-core/src/grid/ids.rs
+++ b/quadratic-core/src/grid/ids.rs
@@ -1,17 +1,15 @@
 use core::fmt;
 use core::fmt::Display;
-use std::collections::{BTreeMap, HashMap};
 use std::hash::Hash;
 use std::str::FromStr;
 
 use anyhow::Result;
 use serde::{Deserialize, Serialize};
 use uuid::Uuid;
+
 #[cfg(feature = "js")]
 use wasm_bindgen::prelude::*;
 
-use crate::ArraySize;
-
 macro_rules! uuid_wrapper_struct {
     ($name:ident) => {
         #[derive(Serialize, Deserialize, Debug, Copy, Clone, PartialEq, Eq, Hash)]
@@ -44,166 +42,3 @@ macro_rules! uuid_wrapper_struct {
 }
 
 uuid_wrapper_struct!(SheetId);
-uuid_wrapper_struct!(RowId);
-uuid_wrapper_struct!(ColumnId);
-
-#[derive(Serialize, Deserialize, Debug, Copy, Clone, PartialEq, Eq, Hash)]
-#[cfg_attr(feature = "js", wasm_bindgen, derive(ts_rs::TS))]
-pub struct CellRef {
-    pub sheet: SheetId,
-    pub column: ColumnId,
-    pub row: RowId,
-}
-impl Display for CellRef {
-    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        write!(f, "{}, {}, {}", self.sheet, self.column, self.row)
-    }
-}
-
-/// Reference to a set of cells which stays the same, even as columns and rows
-/// move around. It typically is constructed as a rectangle, but if columns and
-/// rows move then it may no longer be rectangular.
-#[derive(Serialize, Deserialize, Debug, Clone, PartialEq, Eq, Hash)]
-pub struct RegionRef {
-    pub sheet: SheetId,
-    pub columns: Vec<ColumnId>,
-    pub rows: Vec<RowId>,
-}
-impl From<CellRef> for RegionRef {
-    fn from(value: CellRef) -> Self {
-        RegionRef {
-            sheet: value.sheet,
-            columns: vec![value.column],
-            rows: vec![value.row],
-        }
-    }
-}
-
-impl Display for RegionRef {
-    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
-        write!(f, "{}, {:?}, {:?}", self.sheet, self.columns, self.rows)
-    }
-}
-
-impl RegionRef {
-    /// Iterates over cells in row-major order.
-    pub fn iter(&self) -> impl '_ + Iterator<Item = CellRef> {
-        let sheet = self.sheet;
-        itertools::iproduct!(&self.rows, &self.columns).map(move |(&row, &column)| CellRef {
-            sheet,
-            column,
-            row,
-        })
-    }
-
-    /// Returns the size of an array containing the cells in the region, or
-    /// `None` if the region is empty.
-    pub fn size(&self) -> Option<ArraySize> {
-        ArraySize::new(self.columns.len() as u32, self.rows.len() as u32)
-    }
-
-    /// Returns the number of cells in the region.
-    pub fn len(&self) -> usize {
-        self.columns.len() * self.rows.len()
-    }
-
-    pub fn is_empty(&self) -> bool {
-        self.columns.len() == 0 && self.rows.len() == 0
-    }
-
-    /// returns whether a RegionRef contains a CellRef
-    pub fn contains(&self, cell_ref: &CellRef) -> bool {
-        self.sheet == cell_ref.sheet
-            && self.columns.contains(&cell_ref.column)
-            && self.rows.contains(&cell_ref.row)
-    }
-}
-
-#[derive(Debug, Clone, PartialEq, Eq)]
-pub struct IdMap<Id: Hash + Eq, Idx: Ord> {
-    id_to_index: HashMap<Id, Idx>,
-    index_to_id: BTreeMap<Idx, Id>,
-}
-impl<Id: Hash + Eq, Idx: Ord> Serialize for IdMap<Id, Idx>
-where
-    Id: Copy + Serialize,
-    Idx: Copy + Serialize,
-{
-    fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
-    where
-        S: serde::Serializer,
-    {
-        let map: HashMap<String, Idx> = self
-            .id_to_index
-            .iter()
-            .map(|(id, idx)| (serde_json::to_string(id).unwrap(), *idx))
-            .collect();
-        map.serialize(serializer)
-    }
-}
-impl<'de, Id: Hash + Eq, Idx: Ord> Deserialize<'de> for IdMap<Id, Idx>
-where
-    Id: Copy + for<'a> Deserialize<'a>,
-    Idx: Copy + for<'a> Deserialize<'a>,
-{
-    fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
-    where
-        D: serde::Deserializer<'de>,
-    {
-        let map = HashMap::<&'de str, Idx>::deserialize(deserializer)?;
-        let mut ret = Self::new();
-        for (k, v) in map {
-            ret.add(serde_json::from_str(k).unwrap(), v);
-        }
-        Ok(ret)
-    }
-}
-impl<Id: Hash + Eq, Idx: Ord> Default for IdMap<Id, Idx> {
-    fn default() -> Self {
-        Self {
-            id_to_index: HashMap::default(),
-            index_to_id: BTreeMap::default(),
-        }
-    }
-}
-impl<Id: Copy + Hash + Eq, Idx: Copy + Ord> IdMap<Id, Idx> {
-    pub fn new() -> Self {
-        Self {
-            id_to_index: HashMap::new(),
-            index_to_id: BTreeMap::new(),
-        }
-    }
-
-    pub fn len(&self) -> usize {
-        self.id_to_index.len()
-    }
-
-    pub fn is_empty(&self) -> bool {
-        self.id_to_index.is_empty()
-    }
-
-    pub fn add(&mut self, id: Id, index: Idx) {
-        self.id_to_index.insert(id, index);
-        self.index_to_id.insert(index, id);
-    }
-    pub fn index_of(&self, id: Id) -> Option<Idx> {
-        self.id_to_index.get(&id).copied()
-    }
-    pub fn id_at(&self, idx: Idx) -> Option<Id> {
-        self.index_to_id.get(&idx).copied()
-    }
-
-    /// Returns an iterator over indexes and corresponding IDs
-    pub fn iter(&self) -> impl '_ + Iterator<Item = (Idx, Id)> {
-        self.index_to_id.iter().map(|(&index, &id)| (index, id))
-    }
-}
-impl<Id: Copy + Hash + Eq, Idx: Copy + Ord> FromIterator<(Idx, Id)> for IdMap<Id, Idx> {
-    fn from_iter<T: IntoIterator<Item = (Idx, Id)>>(iter: T) -> Self {
-        let mut ret = Self::new();
-        for (index, id) in iter {
-            ret.add(id, index);
-        }
-        ret
-    }
-}
diff --git a/quadratic-core/src/grid/mod.rs b/quadratic-core/src/grid/mod.rs
index c1608e5545..dacb9c7c2d 100644
--- a/quadratic-core/src/grid/mod.rs
+++ b/quadratic-core/src/grid/mod.rs
@@ -13,18 +13,17 @@ mod bounds;
 mod code;
 mod column;
 pub mod file;
-mod formatting;
+pub mod formatting;
 mod ids;
 pub mod js_types;
 mod offsets;
-mod response;
 pub mod series;
 pub mod sheet;
 
 use block::{Block, BlockContent, CellValueBlockContent, SameValue};
 pub use borders::{
-    generate_borders, generate_borders_full, get_cell_borders_in_rect, get_region_borders,
-    set_region_borders, BorderSelection, BorderStyle, CellBorderLine, CellBorders, CellSide,
+    generate_borders, generate_borders_full, get_cell_borders_in_rect, get_rect_borders,
+    set_rect_borders, BorderSelection, BorderStyle, CellBorderLine, CellBorders, CellSide,
     IdSpaceBorders, LegacyCellBorder, LegacyCellBorders, SheetBorders,
 };
 pub use bounds::GridBounds;
@@ -37,7 +36,10 @@ pub use formatting::{
 pub use ids::*;
 pub use sheet::Sheet;
 
-use crate::{Array, CellValue, Pos};
+use crate::CellValue;
+
+#[cfg(test)]
+use crate::{Array, Pos};
 
 #[cfg(test)]
 pub use borders::print_borders;
@@ -61,13 +63,15 @@ impl Grid {
         ret.add_sheet(None).expect("error adding initial sheet");
         ret
     }
+
+    #[cfg(test)]
     pub fn from_array(base_pos: Pos, array: &Array) -> Self {
         let mut ret = Grid::new();
         let sheet = &mut ret.sheets_mut()[0];
         for ((x, y), value) in array.size().iter().zip(array.cell_values_slice()) {
             let x = base_pos.x + x as i64;
             let y = base_pos.y + y as i64;
-            sheet.set_cell_value(Pos { x, y }, value.clone());
+            let _ = sheet.set_cell_value(Pos { x, y }, value.clone());
         }
         ret
     }
@@ -86,6 +90,14 @@ impl Grid {
             unreachable!("grid should always have at least one sheet");
         }
     }
+    pub fn first_sheet(&self) -> &Sheet {
+        let id = self.first_sheet_id();
+        self.sheet_from_id(id)
+    }
+    pub fn first_sheet_mut(&mut self) -> &mut Sheet {
+        let id = self.first_sheet_id();
+        self.sheet_mut_from_id(id)
+    }
     pub fn sheet_ids(&self) -> Vec<SheetId> {
         self.sheets.iter().map(|sheet| sheet.id).collect()
     }
@@ -194,6 +206,10 @@ impl Grid {
         let sheet_index = self.sheet_id_to_index(sheet_id).expect("bad sheet ID");
         &self.sheets[sheet_index]
     }
+    pub fn try_sheet_from_id(&self, sheet_id: SheetId) -> Option<&Sheet> {
+        let sheet_index = self.sheet_id_to_index(sheet_id)?;
+        Some(&self.sheets[sheet_index])
+    }
     pub fn sheet_mut_from_id(&mut self, sheet_id: SheetId) -> &mut Sheet {
         let sheet_index = self.sheet_id_to_index(sheet_id).expect("bad sheet ID");
         &mut self.sheets[sheet_index]
diff --git a/quadratic-core/src/grid/response.rs b/quadratic-core/src/grid/response.rs
deleted file mode 100644
index 3dfaea6051..0000000000
--- a/quadratic-core/src/grid/response.rs
+++ /dev/null
@@ -1,24 +0,0 @@
-use serde::{Deserialize, Serialize};
-
-#[derive(Serialize, Deserialize, Debug, Copy, Clone, PartialEq, Eq, Hash)]
-#[must_use]
-pub struct SetCellResponse<V> {
-    pub old_value: V,
-    pub html: bool,
-    pub is_empty: bool,
-}
-
-#[derive(Serialize, Deserialize, Debug, Copy, Clone, PartialEq, Eq, Hash)]
-#[must_use]
-pub struct GetIdResponse<I> {
-    pub id: I,
-    pub is_new: bool,
-}
-impl<I> GetIdResponse<I> {
-    pub fn new(id: I) -> Self {
-        Self { id, is_new: true }
-    }
-    pub fn old(id: I) -> Self {
-        Self { id, is_new: false }
-    }
-}
diff --git a/quadratic-core/src/grid/sheet.rs b/quadratic-core/src/grid/sheet.rs
index f3e8ff19ee..ffe0f71690 100644
--- a/quadratic-core/src/grid/sheet.rs
+++ b/quadratic-core/src/grid/sheet.rs
@@ -1,9 +1,7 @@
 use std::collections::{btree_map, BTreeMap, HashMap};
-use std::ops::Range;
 use std::str::FromStr;
 
 use bigdecimal::BigDecimal;
-use itertools::Itertools;
 use rand::Rng;
 use serde::{Deserialize, Serialize};
 
@@ -12,16 +10,16 @@ use super::bounds::GridBounds;
 use super::code::CodeCellValue;
 use super::column::Column;
 use super::formatting::{BoolSummary, CellFmtAttr};
-use super::ids::{CellRef, ColumnId, IdMap, RowId, SheetId};
+use super::ids::SheetId;
 use super::js_types::{CellFormatSummary, FormattingSummary};
-use super::response::{GetIdResponse, SetCellResponse};
-use super::{NumericFormat, NumericFormatKind, RegionRef};
+use super::{NumericFormat, NumericFormatKind};
 use crate::grid::{borders, SheetBorders};
 use crate::{Array, ArraySize, CellValue, IsBlank, Pos, Rect};
 
 pub mod bounds;
 pub mod cells;
 pub mod code;
+pub mod formatting;
 pub mod rendering;
 pub mod sheet_offsets;
 
@@ -32,16 +30,13 @@ pub struct Sheet {
     pub color: Option<String>,
     pub order: String,
 
-    pub(super) column_ids: IdMap<ColumnId, i64>,
-    pub(super) row_ids: IdMap<RowId, i64>,
-
     pub offsets: SheetOffsets,
 
     #[serde(with = "crate::util::btreemap_serde")]
     pub(super) columns: BTreeMap<i64, Column>,
     pub(super) borders: SheetBorders,
     #[serde(with = "crate::util::hashmap_serde")]
-    pub code_cells: HashMap<CellRef, CodeCellValue>,
+    pub code_cells: HashMap<Pos, CodeCellValue>,
 
     pub(super) data_bounds: GridBounds,
     pub(super) format_bounds: GridBounds,
@@ -55,9 +50,6 @@ impl Sheet {
             color: None,
             order,
 
-            column_ids: IdMap::new(),
-            row_ids: IdMap::new(),
-
             columns: BTreeMap::new(),
             borders: SheetBorders::new(),
             code_cells: HashMap::new(),
@@ -76,11 +68,12 @@ impl Sheet {
     }
 
     /// Populates the current sheet with random values
+    /// todo: this does not work with multiplayer... need to fix (or delete)
     pub fn with_random_floats(&mut self, region: &Rect) {
         self.columns.clear();
         let mut rng = rand::thread_rng();
         for x in region.x_range() {
-            let (_, column) = self.get_or_create_column(x);
+            let column = self.get_or_create_column(x);
             for y in region.y_range() {
                 let value = rng.gen_range(-10000..=10000).to_string();
                 column.values.set(
@@ -92,16 +85,9 @@ impl Sheet {
         self.recalculate_bounds();
     }
 
-    /// Sets a cell value and returns a response object, which contains column &
-    /// row IDs and the old cell value. Returns `None` if the cell was deleted
-    /// and did not previously exist (so no change is needed). The reason for
-    /// this is that the column and/or row may never have been generated,
-    /// because there's no need.
-    pub fn set_cell_value(
-        &mut self,
-        pos: Pos,
-        value: impl Into<CellValue>,
-    ) -> Option<SetCellResponse<CellValue>> {
+    /// Sets a cell value and returns the old cell value. Returns `None` if the cell was deleted
+    /// and did not previously exist (so no change is needed).
+    pub fn set_cell_value(&mut self, pos: Pos, value: impl Into<CellValue>) -> Option<CellValue> {
         let value = value.into();
         let is_empty = value.is_blank();
         let value: Option<CellValue> = if is_empty { None } else { Some(value) };
@@ -110,46 +96,27 @@ impl Sheet {
         if value.is_none() && !self.columns.contains_key(&pos.x) {
             return None;
         }
-
-        let (_, column) = self.get_or_create_column(pos.x);
-        let old_value = column.values.set(pos.y, value.clone()).unwrap_or_default();
-
-        // returns if there's a change in html (html cell is added or removed from sheet)
-        let html = if let Some(value) = &value {
-            old_value.is_html() != value.is_html()
-        } else {
-            old_value.is_html()
-        };
-        Some(SetCellResponse {
-            old_value,
-            html,
-            is_empty,
-        })
+        let column = self.get_or_create_column(pos.x);
+        let old_value = column.values.set(pos.y, value).unwrap_or_default();
+        Some(old_value)
     }
 
     /// Deletes all cell values in a region. This does not affect:
     ///
     /// - Formatting
     /// - Spilled cells (unless the source is within `region`)
-    pub fn delete_cell_values(&mut self, region: Rect) -> (Vec<ColumnId>, Vec<RowId>, Array) {
-        let row_ids = region
-            .y_range()
-            .filter_map(|y| self.get_row(y))
-            .collect_vec();
-        let mut column_ids = vec![];
-
-        let mut old_cell_values_array = Array::new_empty(region.size());
+    pub fn delete_cell_values(&mut self, rect: Rect) -> Array {
+        let mut old_cell_values_array = Array::new_empty(rect.size());
 
-        for x in region.x_range() {
+        for x in rect.x_range() {
             let Some(column) = self.columns.get_mut(&x) else {
                 continue;
             };
-            column_ids.push(column.id);
-            let removed = column.values.remove_range(region.y_range());
+            let removed = column.values.remove_range(rect.y_range());
             for block in removed {
                 for y in block.range() {
-                    let array_x = (x - region.min.x) as u32;
-                    let array_y = (y - region.min.y) as u32;
+                    let array_x = (x - rect.min.x) as u32;
+                    let array_y = (y - rect.min.y) as u32;
                     let Some(value) = block.get(y) else { continue };
                     old_cell_values_array
                         .set(array_x, array_y, value)
@@ -158,25 +125,25 @@ impl Sheet {
             }
         }
 
-        for cell_ref in self.iter_code_cells_locations_in_region(region) {
-            self.code_cells.remove(&cell_ref);
+        for sheet_pos in self.iter_code_cells_in_rect(rect) {
+            self.code_cells.remove(&sheet_pos);
         }
 
-        (column_ids, row_ids, old_cell_values_array)
+        old_cell_values_array
+    }
+
+    pub fn iter_columns(&self) -> impl Iterator<Item = (&i64, &Column)> {
+        self.columns.iter()
     }
 
     /// Sets or deletes borders in a region.
-    pub fn set_region_borders(
-        &mut self,
-        region: &RegionRef,
-        borders: SheetBorders,
-    ) -> SheetBorders {
-        borders::set_region_borders(self, vec![region.clone()], borders)
+    pub fn set_region_borders(&mut self, rect: &Rect, borders: SheetBorders) -> SheetBorders {
+        borders::set_rect_borders(self, rect, borders)
     }
 
     /// Gets borders in a region.
-    pub fn get_region_borders(&self, region: RegionRef) -> SheetBorders {
-        borders::get_region_borders(self, vec![region])
+    pub fn get_rect_borders(&self, rect: Rect) -> SheetBorders {
+        borders::get_rect_borders(self, &rect)
     }
 
     /// Returns the value of a cell (i.e., what would be returned if code asked
@@ -292,7 +259,7 @@ impl Sheet {
         pos: Pos,
         value: Option<A::Value>,
     ) -> Option<A::Value> {
-        let (_, column) = self.get_or_create_column(pos.x);
+        let column = self.get_or_create_column(pos.x);
         A::column_data_mut(column).set(pos.y, value)
     }
 
@@ -306,145 +273,27 @@ impl Sheet {
         &mut self.borders
     }
 
-    /// Returns an iterator over each column and its X coordinate.
-    pub fn iter_columns(&self) -> impl '_ + Iterator<Item = (i64, &Column)> {
-        self.columns.iter().map(|(&x, column)| (x, column))
-    }
-    /// Returns an iterator over each row ID and its Y coordinate.
-    pub fn iter_rows(&self) -> impl '_ + Iterator<Item = (i64, RowId)> {
-        self.row_ids.iter()
-    }
     /// Returns a column of a sheet from the column index.
     pub(crate) fn get_column(&self, index: i64) -> Option<&Column> {
         self.columns.get(&index)
     }
     /// Returns a column of a sheet from its index, or creates a new column at
     /// that index.
-    pub(crate) fn get_or_create_column(
-        &mut self,
-        index: i64,
-    ) -> (GetIdResponse<ColumnId>, &mut Column) {
-        match self.columns.entry(index) {
+    pub(crate) fn get_or_create_column(&mut self, x: i64) -> &mut Column {
+        match self.columns.entry(x) {
             btree_map::Entry::Vacant(e) => {
-                let column = e.insert(Column::new());
-                self.column_ids.add(column.id, index);
-                (GetIdResponse::new(column.id), column)
+                let column = e.insert(Column::new(x));
+                column
             }
             btree_map::Entry::Occupied(e) => {
                 let column = e.into_mut();
-                (GetIdResponse::old(column.id), column)
+                column
             }
         }
     }
-    /// Returns the ID of a row of a sheet from the row index.
-    pub(crate) fn get_row(&self, index: i64) -> Option<RowId> {
-        self.row_ids.id_at(index)
-    }
-    /// Returns a row of a sheet from its index, or creates a new row at that
-    /// index.
-    pub(crate) fn get_or_create_row(&mut self, index: i64) -> GetIdResponse<RowId> {
-        match self.row_ids.id_at(index) {
-            Some(id) => GetIdResponse::old(id),
-            None => {
-                let id = RowId::new();
-                self.row_ids.add(id, index);
-                GetIdResponse::new(id)
-            }
-        }
-    }
-
-    /// Returns the position references by a `CellRef`.
-    pub(crate) fn cell_ref_to_pos(&self, cell_ref: CellRef) -> Option<Pos> {
-        Some(Pos {
-            x: self.column_ids.index_of(cell_ref.column)?,
-            y: self.row_ids.index_of(cell_ref.row)?,
-        })
-    }
-    /// Creates a `CellRef` if the column and row already exist.
-    pub(crate) fn try_get_cell_ref(&self, pos: Pos) -> Option<CellRef> {
-        Some(CellRef {
-            sheet: self.id,
-            column: self.column_ids.id_at(pos.x)?,
-            row: self.row_ids.id_at(pos.y)?,
-        })
-    }
-    /// Creates a `CellRef`, creating the column and row if they do not already
-    /// exist.
-    pub(crate) fn get_or_create_cell_ref(&mut self, pos: Pos) -> CellRef {
-        CellRef {
-            sheet: self.id,
-            column: self.get_or_create_column(pos.x).0.id,
-            row: self.get_or_create_row(pos.y).id,
-        }
-    }
-
-    /// Returns the X coordinate of a column from its ID, or `None` if no such
-    /// column exists.
-    pub(crate) fn get_column_index(&self, column_id: ColumnId) -> Option<i64> {
-        self.column_ids.index_of(column_id)
-    }
-    /// Returns the Y coordinate of a row from its ID, or `None` if no such row
-    /// exists.
-    pub(crate) fn get_row_index(&self, row_id: RowId) -> Option<i64> {
-        self.row_ids.index_of(row_id)
-    }
-
-    /// Returns contiguous ranges of X coordinates from a list of column IDs.
-    /// Ignores IDs for columns that don't exist.
-    pub(crate) fn column_ranges(&self, column_ids: &[ColumnId]) -> Vec<Range<i64>> {
-        let xs = column_ids
-            .iter()
-            .filter_map(|&id| self.get_column_index(id));
-        contiguous_ranges(xs)
-    }
-    /// Returns contiguous ranges of Y coordinates from a list of row IDs.
-    /// Ignores IDs for rows that don't exist.
-    pub(crate) fn row_ranges(&self, row_ids: &[RowId]) -> Vec<Range<i64>> {
-        row_ranges(row_ids, &self.row_ids)
-    }
-    /// Returns a list of rectangles that exactly covers a region. Ignores
-    /// IDs for columns and rows that don't exist.
-    pub(crate) fn region_rects(&self, region: &RegionRef) -> impl Iterator<Item = Rect> {
-        let x_ranges = self.column_ranges(&region.columns);
-        let y_ranges = self.row_ranges(&region.rows);
-        itertools::iproduct!(x_ranges, y_ranges).map(|(xs, ys)| Rect::from_ranges(xs, ys))
-    }
-    /// Returns a region of the sheet, assigning IDs to columns and rows as needed.
-    pub fn region(&mut self, rect: Rect) -> RegionRef {
-        let columns = rect
-            .x_range()
-            .map(|x| self.get_or_create_column(x).0.id)
-            .collect();
-        let rows = rect
-            .y_range()
-            .map(|y| self.get_or_create_row(y).id)
-            .collect();
-        RegionRef {
-            sheet: self.id,
-            columns,
-            rows,
-        }
-    }
-    /// Returns a region of the sheet, ignoring columns and rows which
-    /// have no contents and no IDs.
-    pub fn existing_region(&self, rect: Rect) -> RegionRef {
-        let columns = rect
-            .x_range()
-            .filter_map(|x| self.get_column(x))
-            .map(|col| col.id)
-            .collect();
-        let rows = rect.y_range().filter_map(|y| self.get_row(y)).collect();
-        RegionRef {
-            sheet: self.id,
-            columns,
-            rows,
-        }
-    }
 
     /// Deletes all data and formatting in the sheet, effectively recreating it.
     pub fn clear(&mut self) {
-        self.column_ids = IdMap::new();
-        self.row_ids = IdMap::new();
         self.columns.clear();
         self.code_cells.clear();
         self.recalculate_bounds();
@@ -484,73 +333,45 @@ impl Sheet {
 
     /// Determines whether an output array would cause a spill error because it
     /// would overlap existing cell values or spills.
-    pub fn is_ok_to_spill_in(&self, cell_ref: CellRef, size: ArraySize) -> Option<bool> {
-        let Pos { x, y } = self.cell_ref_to_pos(cell_ref)?;
+    pub fn is_ok_to_spill_in(&self, pos: Pos, size: ArraySize) -> bool {
+        let Pos { x, y } = pos;
         let (w, h) = size.into();
 
         // check if the output array would cause a spill
-        //
-        // TODO(ddimaria): resolve comments from @HactarCE:
-        //
-        // If we factor the per-row loop into a method on Column we can make
-        // this method O(n) by taking advantage of the column data structures.
-        //
-        // If this method takes a Rect, then this is just a simple loop over
-        // the Positions in the Rect which is nice.
         for i in 0..w {
-            for j in 0..h {
-                let x = x + i;
-                let y = y + j;
+            let x = x + i;
+            if let Some(column) = self.columns.get(&x) {
+                for j in 0..h {
+                    let y = y + j;
 
-                if let Some(column) = self.columns.get(&x) {
                     if let Some(spill) = column.spills.get(y) {
-                        if spill != cell_ref {
-                            return Some(true);
+                        if spill != pos {
+                            return true;
                         }
                     }
                     if let Some(value) = column.values.get(y) {
                         if !value.is_blank() {
-                            return Some(true);
+                            return true;
                         }
                     }
                 }
             }
         }
-
-        Some(false)
+        false
     }
 }
 
-fn contiguous_ranges(values: impl IntoIterator<Item = i64>) -> Vec<Range<i64>> {
-    // Usually `values` is already sorted or nearly sorted, in which case this
-    // is `O(n)`. At worst, it's `O(n log n)`.
-    let mut ret: Vec<Range<i64>> = vec![];
-    for i in values.into_iter().sorted() {
-        match ret.last_mut() {
-            Some(range) if range.end == i => range.end += 1,
-            Some(range) if (*range).contains(&i) => continue,
-            _ => ret.push(i..i + 1),
-        }
-    }
-    ret
-}
-
-pub fn row_ranges(row_ids: &[RowId], id_map: &IdMap<RowId, i64>) -> Vec<Range<i64>> {
-    let ys = row_ids.iter().filter_map(|&id| id_map.index_of(id));
-    contiguous_ranges(ys)
-}
-
 #[cfg(test)]
 mod test {
-    use std::str::FromStr;
-
     use bigdecimal::BigDecimal;
+    use std::str::FromStr;
 
     use super::*;
     use crate::{
-        controller::{auto_complete::cell_values_in_rect, GridController},
+        controller::GridController,
         grid::{Bold, Italic, NumericFormat},
         test_util::print_table,
+        SheetPos,
     };
 
     fn test_setup(selection: &Rect, vals: &[&str]) -> (GridController, SheetId) {
@@ -560,8 +381,8 @@ mod test {
 
         for y in selection.y_range() {
             for x in selection.x_range() {
-                let pos = Pos { x, y };
-                grid_controller.set_cell_value(sheet_id, pos, vals[count].to_string(), None);
+                let sheet_pos = SheetPos { x, y, sheet_id };
+                grid_controller.set_cell_value(sheet_pos, vals[count].to_string(), None);
                 count += 1;
             }
         }
@@ -570,8 +391,8 @@ mod test {
     }
 
     fn test_setup_basic() -> (GridController, SheetId, Rect) {
-        let selected: Rect = Rect::new_span(Pos { x: 2, y: 1 }, Pos { x: 5, y: 2 });
         let vals = vec!["1", "2", "3", "4", "5", "6", "7", "8"];
+        let selected = Rect::new_span(Pos { x: 2, y: 1 }, Pos { x: 5, y: 2 });
         let (grid_controller, sheet_id) = test_setup(&selected, &vals);
 
         print_table(&grid_controller, sheet_id, selected);
@@ -589,7 +410,7 @@ mod test {
         expected: Option<i16>,
     ) {
         let pos = Pos { x, y };
-        sheet.set_cell_value(pos, CellValue::Number(BigDecimal::from_str(value).unwrap()));
+        let _ = sheet.set_cell_value(pos, CellValue::Number(BigDecimal::from_str(value).unwrap()));
         assert_eq!(sheet.decimal_places(pos, is_percentage), expected);
     }
 
@@ -615,7 +436,7 @@ mod test {
         let mut sheet = Sheet::new(SheetId::new(), String::from(""), String::from(""));
 
         let column = sheet.get_or_create_column(3);
-        column.1.numeric_decimals.set(3, Some(3));
+        column.numeric_decimals.set(3, Some(3));
 
         assert_eq!(sheet.decimal_places(Pos { x: 3, y: 3 }, false), Some(3));
     }
@@ -624,7 +445,7 @@ mod test {
     fn test_current_decimal_places_text() {
         let mut sheet = Sheet::new(SheetId::new(), String::from(""), String::from(""));
 
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             crate::Pos { x: 1, y: 2 },
             CellValue::Text(String::from("abc")),
         );
@@ -636,7 +457,7 @@ mod test {
     fn test_cell_numeric_format_kind() {
         let mut sheet = Sheet::new(SheetId::new(), String::from(""), String::from(""));
         let column = sheet.get_or_create_column(0);
-        column.1.numeric_format.set(
+        column.numeric_format.set(
             0,
             Some(NumericFormat {
                 kind: NumericFormatKind::Percentage,
@@ -664,7 +485,7 @@ mod test {
         print_table(&grid, sheet_id, selected);
 
         let sheet = grid.grid().sheet_from_id(sheet_id);
-        let values = cell_values_in_rect(&selected, sheet).unwrap();
+        let values = sheet.cell_values_in_rect(&selected).unwrap();
         values
             .into_cell_values_vec()
             .into_iter()
@@ -676,12 +497,12 @@ mod test {
     fn test_delete_cell_values() {
         let (mut grid, sheet_id, selected) = test_setup_basic();
 
-        grid.delete_cells_rect(sheet_id, selected, None);
+        grid.delete_cells_rect(selected.to_sheet_rect(sheet_id), None);
         let sheet = grid.grid().sheet_from_id(sheet_id);
 
         print_table(&grid, sheet_id, selected);
 
-        let values = cell_values_in_rect(&selected, sheet).unwrap();
+        let values = sheet.cell_values_in_rect(&selected).unwrap();
         values
             .into_cell_values_vec()
             .into_iter()
@@ -706,12 +527,12 @@ mod test {
         // grid.set_code_cell_value((5, 2).into(), Some(code_cell));
         print_table(&grid, sheet_id, view_rect);
 
-        grid.delete_cells_rect(sheet_id, selected, None);
+        grid.delete_cells_rect(selected.to_sheet_rect(sheet_id), None);
         let sheet = grid.grid().sheet_from_id(sheet_id);
 
         print_table(&grid, sheet_id, view_rect);
 
-        let values = cell_values_in_rect(&selected, sheet).unwrap();
+        let values = sheet.cell_values_in_rect(&selected).unwrap();
         values
             .into_cell_values_vec()
             .into_iter()
@@ -754,7 +575,7 @@ mod test {
     fn test_get_set_formatting_value() {
         let (grid, sheet_id, _) = test_setup_basic();
         let mut sheet = grid.grid().sheet_from_id(sheet_id).clone();
-        sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
         let value = sheet.get_formatting_value::<Bold>((2, 1).into());
 
         assert_eq!(value, Some(true));
@@ -773,25 +594,6 @@ mod test {
         };
         sheet.set_code_cell_value((2, 1).into(), Some(code_cell.clone()));
         let value = sheet.get_code_cell((2, 1).into());
-
-        assert_eq!(value, Some(&code_cell));
-
-        let cell_ref = CellRef {
-            sheet: sheet_id,
-            column: grid
-                .grid()
-                .sheet_from_id(sheet_id)
-                .column_ids
-                .id_at(2)
-                .unwrap(),
-            row: grid
-                .grid()
-                .sheet_from_id(sheet_id)
-                .row_ids
-                .id_at(1)
-                .unwrap(),
-        };
-        let value = sheet.get_code_cell_from_ref(cell_ref);
         assert_eq!(value, Some(&code_cell));
     }
 
@@ -819,7 +621,7 @@ mod test {
     fn test_formatting_summary() {
         let (grid, sheet_id, selected) = test_setup_basic();
         let mut sheet = grid.grid().sheet_from_id(sheet_id).clone();
-        sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
 
         // just set a single bold value
         let value = sheet.get_formatting_summary(selected);
@@ -836,7 +638,7 @@ mod test {
         assert_eq!(value, format_summary);
 
         // now add in a single italic value
-        sheet.set_formatting_value::<Italic>((3, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Italic>((3, 1).into(), Some(true));
         let value = sheet.get_formatting_summary(selected);
         format_summary.italic.is_any_true = true;
         assert_eq!(value, format_summary);
@@ -851,7 +653,7 @@ mod test {
         assert_eq!(None, existing_cell_format_summary);
 
         // just set a bold value
-        sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
         let value = sheet.get_cell_format_summary((2, 1).into());
         let mut cell_format_summary = CellFormatSummary {
             bold: Some(true),
@@ -868,7 +670,7 @@ mod test {
         );
 
         // now set a italic value
-        sheet.set_formatting_value::<Italic>((2, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Italic>((2, 1).into(), Some(true));
         let value = sheet.get_cell_format_summary((2, 1).into());
         cell_format_summary.italic = Some(true);
         assert_eq!(value, cell_format_summary);
@@ -885,52 +687,27 @@ mod test {
         let (grid, sheet_id, _) = test_setup_basic();
         let mut sheet = grid.grid().sheet_from_id(sheet_id).clone();
 
-        // get all columns
-        let columns = sheet.iter_columns().collect::<Vec<_>>();
-        assert_eq!(None, columns[0].1.bold.get(1));
+        let column = sheet.get_column(2);
+        assert_eq!(None, column.unwrap().bold.get(1));
 
         // set a bold value, validate it's in the vec
-        sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
+        let _ = sheet.set_formatting_value::<Bold>((2, 1).into(), Some(true));
         let columns = sheet.iter_columns().collect::<Vec<_>>();
         assert_eq!(Some(true), columns[0].1.bold.get(1));
 
         // assert that get_column matches the column in the vec
         let index = columns[0].0;
-        let column = sheet.get_column(index);
+        let column = sheet.get_column(*index);
         assert_eq!(Some(true), column.unwrap().bold.get(1));
 
         // existing column
         let mut sheet = sheet.clone();
         let existing_column = sheet.get_or_create_column(2);
-        assert_eq!(column, Some(existing_column.1).as_deref());
+        assert_eq!(column, Some(existing_column).as_deref());
 
         // new column
         let mut sheet = sheet.clone();
         let new_column = sheet.get_or_create_column(1);
-        assert_eq!(new_column.1, &Column::with_id(new_column.0.id));
-    }
-
-    #[test]
-    fn test_rows() {
-        let (grid, sheet_id, _) = test_setup_basic();
-        let sheet = grid.grid().sheet_from_id(sheet_id).clone();
-
-        // get all rows
-        let rows = sheet.iter_rows().collect::<Vec<_>>();
-        let row = sheet.get_row(1);
-        assert_eq!(row, Some(rows[0].1));
-
-        let row = sheet.get_row(2);
-        assert_eq!(row, Some(rows[1].1));
-
-        // existing row
-        let mut sheet = sheet.clone();
-        let existing_row = sheet.get_or_create_row(1);
-        assert_eq!(Some(rows[0].1), Some(existing_row.id));
-
-        // new row
-        let mut sheet = sheet.clone();
-        let new_row = sheet.get_or_create_row(3);
-        rows.iter().for_each(|row| assert_ne!(row.1, new_row.id));
+        assert_eq!(new_column, &Column::new(new_column.x));
     }
 }
diff --git a/quadratic-core/src/grid/sheet/bounds.rs b/quadratic-core/src/grid/sheet/bounds.rs
index 112b0cab44..336af4f1f4 100644
--- a/quadratic-core/src/grid/sheet/bounds.rs
+++ b/quadratic-core/src/grid/sheet/bounds.rs
@@ -221,11 +221,11 @@ mod test {
         let mut sheet = Sheet::test();
         assert!(sheet.is_empty());
 
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Text(String::from("test")));
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Text(String::from("test")));
         sheet.recalculate_bounds();
         assert!(!sheet.is_empty());
 
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Blank);
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Blank);
         sheet.recalculate_bounds();
         assert!(sheet.is_empty());
     }
@@ -236,8 +236,9 @@ mod test {
         assert_eq!(sheet.bounds(true), GridBounds::Empty);
         assert_eq!(sheet.bounds(false), GridBounds::Empty);
 
-        sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Text(String::from("test")));
-        sheet.set_formatting_value::<CellAlign>(Pos { x: 1, y: 1 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { x: 0, y: 0 }, CellValue::Text(String::from("test")));
+        let _ =
+            sheet.set_formatting_value::<CellAlign>(Pos { x: 1, y: 1 }, Some(CellAlign::Center));
         sheet.recalculate_bounds();
 
         assert_eq!(
@@ -260,12 +261,13 @@ mod test {
     #[test]
     fn test_column_bounds() {
         let mut sheet = Sheet::test();
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { x: 100, y: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(Pos { x: 100, y: 80 }, CellValue::Text(String::from("test")));
-        sheet.set_formatting_value::<CellAlign>(Pos { x: 100, y: 200 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { x: 100, y: 80 }, CellValue::Text(String::from("test")));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { x: 100, y: 200 }, Some(CellAlign::Center));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.column_bounds(100, true), Some((-50, 80)));
@@ -275,12 +277,13 @@ mod test {
     #[test]
     fn test_row_bounds() {
         let mut sheet = Sheet::test();
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { y: 100, x: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(Pos { y: 100, x: 80 }, CellValue::Text(String::from("test")));
-        sheet.set_formatting_value::<CellAlign>(Pos { y: 100, x: 200 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { y: 100, x: 80 }, CellValue::Text(String::from("test")));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { y: 100, x: 200 }, Some(CellAlign::Center));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.row_bounds(100, true), Some((-50, 80)));
@@ -291,23 +294,25 @@ mod test {
     fn test_columns_bounds() {
         let mut sheet = Sheet::test();
 
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { x: 100, y: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(Pos { x: 100, y: 80 }, CellValue::Text(String::from("test")));
-        sheet.set_formatting_value::<CellAlign>(Pos { x: 100, y: 200 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { x: 100, y: 80 }, CellValue::Text(String::from("test")));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { x: 100, y: 200 }, Some(CellAlign::Center));
 
         // set negative values
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { x: -100, y: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { x: -100, y: -80 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_formatting_value::<CellAlign>(Pos { x: -100, y: -200 }, Some(CellAlign::Center));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { x: -100, y: -200 }, Some(CellAlign::Center));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.columns_bounds(0, 100, true), Some((-50, 80)));
@@ -327,23 +332,25 @@ mod test {
     fn test_rows_bounds() {
         let mut sheet = Sheet::test();
 
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { y: 100, x: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(Pos { y: 100, x: 80 }, CellValue::Text(String::from("test")));
-        sheet.set_formatting_value::<CellAlign>(Pos { y: 100, x: 200 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { y: 100, x: 80 }, CellValue::Text(String::from("test")));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { y: 100, x: 200 }, Some(CellAlign::Center));
 
         // set negative values
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { y: -100, x: -50 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { y: -100, x: -80 },
             CellValue::Text(String::from("test")),
         );
-        sheet.set_formatting_value::<CellAlign>(Pos { y: -100, x: -200 }, Some(CellAlign::Center));
+        let _ = sheet
+            .set_formatting_value::<CellAlign>(Pos { y: -100, x: -200 }, Some(CellAlign::Center));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.rows_bounds(0, 100, true), Some((-50, 80)));
@@ -363,7 +370,7 @@ mod test {
     fn test_find_next_column() {
         let mut sheet = Sheet::test();
 
-        sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text(String::from("test")));
+        let _ = sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text(String::from("test")));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.find_next_column(-1, 2, false, true), 1);
@@ -378,7 +385,7 @@ mod test {
     fn test_find_next_row() {
         let mut sheet = Sheet::test();
 
-        sheet.set_cell_value(Pos { y: 1, x: 2 }, CellValue::Text(String::from("test")));
+        let _ = sheet.set_cell_value(Pos { y: 1, x: 2 }, CellValue::Text(String::from("test")));
         sheet.recalculate_bounds();
 
         assert_eq!(sheet.find_next_row(-1, 2, false, true), 1);
diff --git a/quadratic-core/src/grid/sheet/cells.rs b/quadratic-core/src/grid/sheet/cells.rs
index 4c5024e5bf..c8e3701933 100644
--- a/quadratic-core/src/grid/sheet/cells.rs
+++ b/quadratic-core/src/grid/sheet/cells.rs
@@ -1,6 +1,8 @@
+use anyhow::{anyhow, Result};
+
 use crate::{
     controller::transaction_types::{CellForArray, CellsForArray},
-    Pos, Rect,
+    Array, CellValue, Pos, Rect,
 };
 
 use super::Sheet;
@@ -19,4 +21,30 @@ impl Sheet {
         }
         CellsForArray::new(array, false)
     }
+
+    /// In a given rect, collect all cell values into an array.
+    ///
+    /// TODO(ddimaria): is this necessary as it's more performant to just pluck the data from the sheet direclty
+    pub fn cell_values_in_rect(&self, &selection: &Rect) -> Result<Array> {
+        let values = selection
+            .y_range()
+            .flat_map(|y| {
+                selection
+                    .x_range()
+                    .map(|x| {
+                        self.get_cell_value(Pos { x, y })
+                            .unwrap_or_else(|| CellValue::Blank)
+                    })
+                    .collect::<Vec<CellValue>>()
+            })
+            .collect();
+
+        Array::new_row_major(selection.size(), values).map_err(|e| {
+            anyhow!(
+                "Could not create array of size {:?}: {:?}",
+                selection.size(),
+                e
+            )
+        })
+    }
 }
diff --git a/quadratic-core/src/grid/sheet/code.rs b/quadratic-core/src/grid/sheet/code.rs
index fe8dc31788..6250d27ce2 100644
--- a/quadratic-core/src/grid/sheet/code.rs
+++ b/quadratic-core/src/grid/sheet/code.rs
@@ -4,7 +4,7 @@ use itertools::Itertools;
 
 use super::Sheet;
 use crate::{
-    grid::{CellRef, CodeCellValue, RenderSize},
+    grid::{CodeCellValue, RenderSize},
     CellValue, Pos, Rect, Value,
 };
 
@@ -15,8 +15,10 @@ impl Sheet {
         pos: Pos,
         code_cell: Option<CodeCellValue>,
     ) -> Option<CodeCellValue> {
-        let cell_ref = self.get_or_create_cell_ref(pos);
-        let old = self.code_cells.remove(&cell_ref);
+        let old = self.code_cells.remove(&pos);
+
+        // this column has to exist since it was just created in the previous statement
+        let code_cell_column = self.get_or_create_column(pos.x);
 
         if let Some(code_cell) = code_cell {
             if let Some(output) = &code_cell.output {
@@ -24,14 +26,13 @@ impl Sheet {
                     Some(output_value) => {
                         match output_value {
                             Value::Single(_) => {
-                                let (_, column) = self.get_or_create_column(pos.x);
-                                column.spills.set(pos.y, Some(cell_ref));
+                                code_cell_column.spills.set(pos.y, Some(pos));
                             }
                             Value::Array(array) => {
                                 // if spilled only set the top left cell
                                 if output.spill {
-                                    let (_, column) = self.get_or_create_column(pos.x);
-                                    column.spills.set(pos.y, Some(cell_ref));
+                                    let column = self.get_or_create_column(pos.x);
+                                    column.spills.set(pos.y, Some(pos));
                                 }
                                 // otherwise set the whole array
                                 else {
@@ -42,42 +43,34 @@ impl Sheet {
                                         end: pos.y + array.height() as i64,
                                     };
                                     for x in start..end {
-                                        let (_, column) = self.get_or_create_column(x);
-                                        column.spills.set_range(range.clone(), cell_ref);
+                                        let column = self.get_or_create_column(x);
+                                        column.spills.set_range(range.clone(), pos);
                                     }
                                 }
                             }
                         }
                     }
                     None => {
-                        let (_, column) = self.get_or_create_column(pos.x);
-                        column.spills.set(pos.y, Some(cell_ref));
+                        code_cell_column.spills.set(pos.y, Some(pos));
                     }
                 }
             } else {
-                let (_, column) = self.get_or_create_column(pos.x);
-                column.spills.set(pos.y, Some(cell_ref));
+                code_cell_column.spills.set(pos.y, Some(pos));
             }
-            self.code_cells.insert(cell_ref, code_cell);
+            self.code_cells.insert(pos, code_cell);
         }
         old
     }
 
     /// Returns a code cell value.
     pub fn get_code_cell(&self, pos: Pos) -> Option<&CodeCellValue> {
-        self.code_cells.get(&self.try_get_cell_ref(pos)?)
-    }
-
-    /// Returns a code cell value.
-    pub fn get_code_cell_from_ref(&self, cell_ref: CellRef) -> Option<&CodeCellValue> {
-        self.code_cells.get(&cell_ref)
+        self.code_cells.get(&pos)
     }
 
     pub fn get_code_cell_value(&self, pos: Pos) -> Option<CellValue> {
         let column = self.get_column(pos.x)?;
-        let block = column.spills.get(pos.y)?;
-        let code_cell_pos = self.cell_ref_to_pos(block)?;
-        let code_cell = self.code_cells.get(&block)?;
+        let code_cell_pos = column.spills.get(pos.y)?;
+        let code_cell = self.code_cells.get(&code_cell_pos)?;
         code_cell.get_output_value(
             (pos.x - code_cell_pos.x) as u32,
             (pos.y - code_cell_pos.y) as u32,
@@ -86,33 +79,29 @@ impl Sheet {
 
     /// Get the spill location for a given cell_ref.  Note that a spill is
     /// also stored as as cell_ref.
-    pub fn get_spill(&self, cell_ref: CellRef) -> Option<CellRef> {
-        let pos = self.cell_ref_to_pos(cell_ref)?;
+    pub fn get_spill(&self, pos: Pos) -> Option<Pos> {
         let column = self.get_column(pos.x)?;
         column.spills.get(pos.y)
     }
 
     /// Returns an iterator over all locations containing code cells that may
     /// spill into `region`.
-    pub fn iter_code_cells_locations_in_region(
-        &self,
-        region: Rect,
-    ) -> impl Iterator<Item = CellRef> {
-        let code_cell_refs: HashSet<CellRef> = self
+    pub fn iter_code_cells_in_rect(&self, rect: Rect) -> impl Iterator<Item = Pos> {
+        let code_cell_positions: HashSet<Pos> = self
             .columns
-            .range(region.x_range())
+            .range(rect.x_range())
             .flat_map(|(_x, column)| {
                 column
                     .spills
-                    .blocks_covering_range(region.y_range())
+                    .blocks_covering_range(rect.y_range())
                     .map(|block| block.content().value)
             })
             .collect();
 
-        code_cell_refs.into_iter()
+        code_cell_positions.into_iter()
     }
 
-    pub fn iter_code_cells_locations(&self) -> impl '_ + Iterator<Item = CellRef> {
+    pub fn iter_code_cells_locations(&self) -> impl '_ + Iterator<Item = Pos> {
         self.code_cells.keys().copied()
     }
 
@@ -125,26 +114,21 @@ impl Sheet {
     /// Checks if the deletion of a cell or a code_cell released a spill error;
     /// sorted by earliest last_modified.
     /// Returns the cell_ref and the code_cell_value if it did
-    pub fn spill_error_released(&self, cell_ref: CellRef) -> Option<(CellRef, CodeCellValue)> {
+    pub fn spill_error_released(&self, pos: Pos) -> Option<(Pos, CodeCellValue)> {
         self.code_cells
             .iter()
             .filter(|(_, code_cell)| code_cell.has_spill_error())
             .sorted_by_key(|a| &a.1.last_modified)
-            .filter_map(|(code_cell_ref, code_cell)| {
-                let pos = self.cell_ref_to_pos(*code_cell_ref)?;
+            .filter_map(|(code_cell_pos, code_cell)| {
                 let array_size = code_cell.output_size();
                 let rect = Rect::from_pos_and_size(pos, array_size);
-
-                self.existing_region(rect)
-                    .contains(&cell_ref)
-                    .then(|| (*code_cell_ref, code_cell.to_owned()))
+                rect.contains(pos)
+                    .then(|| (*code_cell_pos, code_cell.to_owned()))
             })
             .find(|(cell_ref, code_cell)| {
                 let array_size = code_cell.output_size();
                 if array_size.len() > 1 {
-                    !self
-                        .is_ok_to_spill_in(*cell_ref, array_size)
-                        .unwrap_or(false)
+                    !self.is_ok_to_spill_in(*cell_ref, array_size)
                 } else {
                     false
                 }
@@ -154,7 +138,7 @@ impl Sheet {
 
 #[cfg(test)]
 mod test {
-    use crate::{controller::GridController, grid::RenderSize, Rect};
+    use crate::{controller::GridController, grid::RenderSize, SheetPos};
 
     #[test]
     fn test_render_size() {
@@ -163,8 +147,12 @@ mod test {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_render_size(
-            sheet_id,
-            Rect::single_pos(Pos { x: 0, y: 0 }),
+            SheetPos {
+                x: 0,
+                y: 0,
+                sheet_id,
+            }
+            .into(),
             Some(crate::grid::RenderSize {
                 w: "10".to_string(),
                 h: "20".to_string(),
diff --git a/quadratic-core/src/grid/sheet/formatting.rs b/quadratic-core/src/grid/sheet/formatting.rs
new file mode 100644
index 0000000000..3e413b21e4
--- /dev/null
+++ b/quadratic-core/src/grid/sheet/formatting.rs
@@ -0,0 +1,27 @@
+use crate::{grid::CellFmtAttr, Pos, RunLengthEncoding, SheetRect};
+
+use super::Sheet;
+
+impl Sheet {
+    /// Set the cell formatting for a sheet_rect.
+    pub fn set_cell_formats_for_type<A: CellFmtAttr>(
+        &mut self,
+        sheet_rect: &SheetRect,
+        values: RunLengthEncoding<Option<A::Value>>,
+    ) -> RunLengthEncoding<Option<A::Value>> {
+        // todo: optimize this for contiguous runs of the same value
+        let mut old_values = RunLengthEncoding::new();
+        let mut i = 0;
+        for y in sheet_rect.y_range() {
+            for x in sheet_rect.x_range() {
+                let pos = Pos { x, y };
+                // see note above re: operations returned from set_formatting_value
+                let old_value =
+                    self.set_formatting_value::<A>(pos, values.get_at(i).unwrap().clone());
+                old_values.push(old_value);
+                i += 1;
+            }
+        }
+        old_values
+    }
+}
diff --git a/quadratic-core/src/grid/sheet/rendering.rs b/quadratic-core/src/grid/sheet/rendering.rs
index 7130c39c70..b95ae8b123 100644
--- a/quadratic-core/src/grid/sheet/rendering.rs
+++ b/quadratic-core/src/grid/sheet/rendering.rs
@@ -42,7 +42,7 @@ impl Sheet {
                 .spills
                 .blocks_of_range(rect.y_range())
                 .filter_map(move |block| {
-                    let code_cell_pos = self.cell_ref_to_pos(block.content.value)?;
+                    let code_cell_pos = block.content.value;
                     let code_cell = self.code_cells.get(&block.content.value)?;
 
                     let mut block_len = block.len();
@@ -172,13 +172,12 @@ impl Sheet {
     pub fn get_html_output(&self) -> Vec<JsHtmlOutput> {
         self.code_cells
             .iter()
-            .filter_map(|(cell_ref, code_cell_value)| {
+            .filter_map(|(pos, code_cell_value)| {
                 let output = code_cell_value.get_output_value(0, 0)?;
                 if !matches!(output, CellValue::Html(_)) {
                     return None;
                 }
-                let pos = self.cell_ref_to_pos(*cell_ref)?;
-                let (w, h) = if let Some(render_size) = self.render_size(pos) {
+                let (w, h) = if let Some(render_size) = self.render_size(*pos) {
                     (Some(render_size.w), Some(render_size.h))
                 } else {
                     (None, None)
@@ -229,13 +228,12 @@ impl Sheet {
     }
     /// Returns data for rendering code cells.
     pub fn get_render_code_cells(&self, rect: Rect) -> Vec<JsRenderCodeCell> {
-        self.iter_code_cells_locations_in_region(rect)
-            .filter_map(|cell_ref| {
-                let pos = self.cell_ref_to_pos(cell_ref)?;
+        self.iter_code_cells_in_rect(rect)
+            .filter_map(|pos| {
                 if !rect.contains(pos) {
                     return None;
                 }
-                let code_cell = self.code_cells.get(&cell_ref)?;
+                let code_cell = self.code_cells.get(&pos)?;
                 let output_size = code_cell.output_size();
                 let (state, w, h) = match &code_cell.output {
                     Some(output) => match &output.result {
@@ -269,9 +267,8 @@ impl Sheet {
     /// Returns data for all rendering code cells
     pub fn get_all_render_code_cells(&self) -> Vec<JsRenderCodeCell> {
         self.iter_code_cells_locations()
-            .filter_map(|cell_ref| {
-                let pos = self.cell_ref_to_pos(cell_ref)?;
-                let code_cell = self.code_cells.get(&cell_ref)?;
+            .filter_map(|pos| {
+                let code_cell = self.code_cells.get(&pos)?;
                 let output_size = code_cell.output_size();
 
                 let (state, w, h) = match &code_cell.output {
@@ -316,6 +313,8 @@ impl Sheet {
 
 #[cfg(test)]
 mod tests {
+    use std::collections::HashSet;
+
     use crate::{
         controller::{transaction_types::JsCodeResult, GridController},
         grid::{
@@ -323,7 +322,7 @@ mod tests {
             Bold, CellAlign, CodeCellLanguage, CodeCellRunOutput, CodeCellRunResult, CodeCellValue,
             Italic, RenderSize,
         },
-        CellValue, Error, ErrorMsg, Pos, Rect, Value,
+        CellValue, Error, ErrorMsg, Pos, Rect, SheetPos, Value,
     };
 
     #[test]
@@ -338,7 +337,7 @@ mod tests {
         };
         assert!(!sheet.has_render_cells(rect));
 
-        sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text("test".to_string()));
+        let _ = sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text("test".to_string()));
         assert!(sheet.has_render_cells(rect));
 
         sheet.delete_cell_values(Rect::single_pos(Pos { x: 1, y: 2 }));
@@ -353,7 +352,7 @@ mod tests {
                 output: Some(CodeCellRunOutput {
                     result: CodeCellRunResult::Ok {
                         output_value: Value::Single(CellValue::Text("hello".to_string())),
-                        cells_accessed: vec![],
+                        cells_accessed: HashSet::new(),
                     },
                     std_err: None,
                     std_out: None,
@@ -364,7 +363,15 @@ mod tests {
         );
         assert!(sheet.has_render_cells(rect));
 
-        gc.delete_cells_rect(sheet_id, Rect::single_pos(Pos { x: 2, y: 3 }), None);
+        gc.delete_cells_rect(
+            SheetPos {
+                x: 2,
+                y: 3,
+                sheet_id,
+            }
+            .into(),
+            None,
+        );
         let sheet = gc.sheet(sheet_id);
         assert!(!sheet.has_render_cells(rect));
     }
@@ -375,21 +382,22 @@ mod tests {
         let sheet_id = gc.sheet_ids()[0];
 
         let sheet = gc.grid_mut().sheet_mut_from_id(sheet_id);
-        sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text("test".to_string()));
-        sheet.set_formatting_value::<Bold>(Pos { x: 1, y: 2 }, Some(true));
-        sheet.set_formatting_value::<CellAlign>(Pos { x: 1, y: 2 }, Some(CellAlign::Center));
-        sheet.set_cell_value(Pos { x: 1, y: 3 }, CellValue::Number(123.into()));
-        sheet.set_formatting_value::<Italic>(Pos { x: 1, y: 3 }, Some(true));
-        sheet.set_cell_value(Pos { x: 2, y: 4 }, CellValue::Html("html".to_string()));
-        sheet.set_cell_value(Pos { x: 2, y: 5 }, CellValue::Logical(true));
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(Pos { x: 1, y: 2 }, CellValue::Text("test".to_string()));
+        let _ = sheet.set_formatting_value::<Bold>(Pos { x: 1, y: 2 }, Some(true));
+        let _ =
+            sheet.set_formatting_value::<CellAlign>(Pos { x: 1, y: 2 }, Some(CellAlign::Center));
+        let _ = sheet.set_cell_value(Pos { x: 1, y: 3 }, CellValue::Number(123.into()));
+        let _ = sheet.set_formatting_value::<Italic>(Pos { x: 1, y: 3 }, Some(true));
+        let _ = sheet.set_cell_value(Pos { x: 2, y: 4 }, CellValue::Html("html".to_string()));
+        let _ = sheet.set_cell_value(Pos { x: 2, y: 5 }, CellValue::Logical(true));
+        let _ = sheet.set_cell_value(
             Pos { x: 2, y: 6 },
             CellValue::Error(Box::new(Error {
                 span: None,
                 msg: ErrorMsg::Spill,
             })),
         );
-        sheet.set_cell_value(
+        let _ = sheet.set_cell_value(
             Pos { x: 3, y: 3 },
             CellValue::Error(Box::new(Error {
                 span: None,
@@ -500,13 +508,16 @@ mod tests {
         let mut gc = GridController::new();
         let sheet_id = gc.sheet_ids()[0];
         gc.set_cell_code(
-            sheet_id,
-            Pos { x: 1, y: 2 },
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            },
             CodeCellLanguage::Python,
             "<html></html>".to_string(),
             None,
         );
-        gc.calculation_complete(JsCodeResult::new(
+        gc.after_calculation_async(JsCodeResult::new(
             true,
             None,
             None,
@@ -531,8 +542,12 @@ mod tests {
             }
         );
         gc.set_cell_render_size(
-            sheet_id,
-            Rect::single_pos(Pos { x: 1, y: 2 }),
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id,
+            }
+            .into(),
             Some(RenderSize {
                 w: "1".into(),
                 h: "2".into(),
diff --git a/quadratic-core/src/grid/sheet/sheet_offsets/sheet_offsets_wasm.rs b/quadratic-core/src/grid/sheet/sheet_offsets/sheet_offsets_wasm.rs
index c958eadd31..7f19c45772 100644
--- a/quadratic-core/src/grid/sheet/sheet_offsets/sheet_offsets_wasm.rs
+++ b/quadratic-core/src/grid/sheet/sheet_offsets/sheet_offsets_wasm.rs
@@ -1,4 +1,4 @@
-use super::{resize_transient::TransientResize, SheetOffsets};
+use crate::grid::sheet::sheet_offsets::{resize_transient::TransientResize, SheetOffsets};
 use crate::ScreenRect;
 use js_sys::Int32Array;
 use wasm_bindgen::prelude::wasm_bindgen;
diff --git a/quadratic-core/src/grid/tests/mod.rs b/quadratic-core/src/grid/tests/mod.rs
index 6d5173354f..dcf8c685a2 100644
--- a/quadratic-core/src/grid/tests/mod.rs
+++ b/quadratic-core/src/grid/tests/mod.rs
@@ -41,7 +41,7 @@ fn proptest_sheet_writes_internal(writes: Vec<(Pos, CellValue)>) {
     let mut hashmap_of_truth = HashMap::new();
 
     for (pos, cell_value) in &writes {
-        sheet.set_cell_value(*pos, cell_value.clone());
+        let _ = sheet.set_cell_value(*pos, cell_value.clone());
         hashmap_of_truth.insert(*pos, cell_value);
     }
 
diff --git a/quadratic-core/src/grid/tests/order.rs b/quadratic-core/src/grid/tests/order.rs
index 05cfa6f189..6637a4cfab 100644
--- a/quadratic-core/src/grid/tests/order.rs
+++ b/quadratic-core/src/grid/tests/order.rs
@@ -56,3 +56,15 @@ fn test_order_move_sheet() {
     assert_eq!(grid.sheets[1].name, String::from('1'));
     assert_eq!(grid.sheets[2].name, String::from('2'));
 }
+
+#[test]
+fn test_first_sheet() {
+    let grid = setup_grid();
+    assert_eq!(grid.first_sheet().name, String::from('0'));
+}
+
+#[test]
+fn test_first_sheet_id() {
+    let grid = setup_grid();
+    assert_eq!(grid.first_sheet_id(), grid.sheets[0].id);
+}
diff --git a/quadratic-core/src/lib.rs b/quadratic-core/src/lib.rs
index 05acc1674e..9aa100d8d8 100644
--- a/quadratic-core/src/lib.rs
+++ b/quadratic-core/src/lib.rs
@@ -6,7 +6,6 @@ pub mod util;
 #[macro_use]
 mod error;
 mod color;
-mod computation;
 pub mod controller;
 pub mod ext;
 pub mod formulas;
@@ -14,8 +13,7 @@ pub mod grid;
 mod position;
 mod rle;
 mod span;
-#[cfg(test)]
-mod test_util;
+pub mod test_util;
 mod values;
 #[cfg(feature = "js")]
 pub mod wasm_bindings;
diff --git a/quadratic-core/src/position.rs b/quadratic-core/src/position.rs
index fd13a30a28..cfa3afb3ae 100644
--- a/quadratic-core/src/position.rs
+++ b/quadratic-core/src/position.rs
@@ -5,7 +5,7 @@ use serde::{Deserialize, Serialize};
 #[cfg(feature = "js")]
 use wasm_bindgen::prelude::*;
 
-use crate::{grid::SheetId, ArraySize};
+use crate::{grid::SheetId, ArraySize, QUADRANT_SIZE};
 
 /// Cell position {x, y}.
 #[cfg_attr(test, derive(proptest_derive::Arbitrary))]
@@ -29,11 +29,19 @@ pub struct Pos {
 impl Pos {
     pub const ORIGIN: Self = Self { x: 0, y: 0 };
 
+    pub fn to_sheet_pos(&self, sheet_id: SheetId) -> SheetPos {
+        SheetPos {
+            x: self.x,
+            y: self.y,
+            sheet_id,
+        }
+    }
+
     /// Returns which quadrant the cell position is in.
     pub fn quadrant(self) -> (i64, i64) {
         (
-            self.x.div_euclid(crate::QUADRANT_SIZE as _),
-            self.y.div_euclid(crate::QUADRANT_SIZE as _),
+            self.x.div_euclid(QUADRANT_SIZE as _),
+            self.y.div_euclid(QUADRANT_SIZE as _),
         )
     }
 
@@ -46,12 +54,6 @@ impl Pos {
             format!("{col}{}", self.y)
         }
     }
-
-    /// Adds information about which sheet the position is in.
-    pub fn with_sheet(self, sheet_id: SheetId) -> SheetPos {
-        let Pos { x, y } = self;
-        SheetPos { x, y, sheet_id }
-    }
 }
 impl From<(i64, i64)> for Pos {
     fn from(pos: (i64, i64)) -> Self {
@@ -59,8 +61,11 @@ impl From<(i64, i64)> for Pos {
     }
 }
 impl From<SheetPos> for Pos {
-    fn from(pos: SheetPos) -> Self {
-        Pos { x: pos.x, y: pos.y }
+    fn from(sheet_pos: SheetPos) -> Self {
+        Pos {
+            x: sheet_pos.x,
+            y: sheet_pos.y,
+        }
     }
 }
 impl fmt::Display for Pos {
@@ -97,6 +102,14 @@ impl Rect {
         }
     }
 
+    pub fn to_sheet_rect(&self, sheet_id: SheetId) -> SheetRect {
+        SheetRect {
+            min: self.min,
+            max: self.max,
+            sheet_id,
+        }
+    }
+
     pub fn from_numbers(x: i64, y: i64, w: i64, h: i64) -> Rect {
         Rect {
             min: Pos { x, y },
@@ -183,7 +196,7 @@ impl Rect {
     }
 
     pub fn is_empty(&self) -> bool {
-        self.width() == 0 && self.height() == 0
+        self.width() == 0 || self.height() == 0
     }
 
     pub fn translate(&mut self, x: i64, y: i64) {
@@ -192,6 +205,11 @@ impl Rect {
         self.max.x += x;
         self.max.y += y;
     }
+
+    pub fn iter(self) -> impl Iterator<Item = Pos> {
+        let Rect { min, max } = self;
+        (min.y..=max.y).flat_map(move |y| (min.x..=max.x).map(move |x| Pos { x, y }))
+    }
 }
 
 #[derive(Serialize, Deserialize, Debug, Default, Copy, Clone)]
@@ -211,12 +229,19 @@ pub struct SheetPos {
     pub y: i64,
     pub sheet_id: SheetId,
 }
+
 impl fmt::Display for SheetPos {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
         write!(f, "{} ({}, {})", self.sheet_id, self.x, self.y)
     }
 }
 
+impl From<(i64, i64, SheetId)> for SheetPos {
+    fn from((x, y, sheet_id): (i64, i64, SheetId)) -> Self {
+        Self { x, y, sheet_id }
+    }
+}
+
 /// Used for referencing a range during computation.
 #[derive(Serialize, Deserialize, Debug, Copy, Clone, PartialEq, Eq, Hash)]
 pub struct SheetRect {
@@ -229,19 +254,46 @@ pub struct SheetRect {
 }
 
 impl SheetRect {
-    /// Constructs a new rectangle containing only a single cell.
-    pub fn single_pos(pos: SheetPos) -> SheetRect {
+    pub fn single_sheet_pos(sheet_pos: SheetPos) -> SheetRect {
+        SheetRect {
+            min: sheet_pos.into(),
+            max: sheet_pos.into(),
+            sheet_id: sheet_pos.sheet_id,
+        }
+    }
+
+    pub fn single_pos(pos: Pos, sheet_id: SheetId) -> SheetRect {
+        SheetRect {
+            min: pos,
+            max: pos,
+            sheet_id,
+        }
+    }
+
+    /// Constructs a new SheetRect from two positions and a sheet id.
+    pub fn new_pos_span(pos1: Pos, pos2: Pos, sheet_id: SheetId) -> SheetRect {
+        use std::cmp::{max, min};
         SheetRect {
-            sheet_id: pos.sheet_id,
-            min: Pos { x: pos.x, y: pos.y },
-            max: Pos { x: pos.x, y: pos.y },
+            min: Pos {
+                x: min(pos1.x, pos2.x),
+                y: min(pos1.y, pos2.y),
+            },
+            max: Pos {
+                x: max(pos1.x, pos2.x),
+                y: max(pos1.y, pos2.y),
+            },
+            sheet_id,
         }
     }
+
+    pub fn new_span(pos1: SheetPos, pos2: SheetPos) -> SheetRect {
+        SheetRect::new_pos_span(pos1.into(), pos2.into(), pos1.sheet_id)
+    }
     /// Returns whether a position is contained within the rectangle.
-    pub fn contains(self, pos: SheetPos) -> bool {
-        self.sheet_id == pos.sheet_id
-            && self.x_range().contains(&pos.x)
-            && self.y_range().contains(&pos.y)
+    pub fn contains(self, sheet_pos: SheetPos) -> bool {
+        self.sheet_id == sheet_pos.sheet_id
+            && self.x_range().contains(&sheet_pos.x)
+            && self.y_range().contains(&sheet_pos.y)
     }
     /// Returns whether a rectangle intersects with the rectangle.
     pub fn intersects(self, other: SheetRect) -> bool {
@@ -260,6 +312,32 @@ impl SheetRect {
     pub fn y_range(self) -> Range<i64> {
         self.min.y..self.max.y + 1
     }
+    pub fn width(&self) -> usize {
+        (self.max.x - self.min.x + 1) as usize
+    }
+    pub fn height(&self) -> usize {
+        (self.max.y - self.min.y + 1) as usize
+    }
+    pub fn len(&self) -> usize {
+        self.width() * self.height()
+    }
+    pub fn is_empty(&self) -> bool {
+        self.width() == 0 && self.height() == 0
+    }
+    pub fn size(&self) -> ArraySize {
+        ArraySize::new(self.width() as u32, self.height() as u32)
+            .expect("empty rectangle has no size")
+    }
+    pub fn iter(self) -> impl Iterator<Item = SheetPos> {
+        let SheetRect { min, max, .. } = self;
+        (min.y..=max.y).flat_map(move |y| {
+            (min.x..=max.x).map(move |x| SheetPos {
+                x,
+                y,
+                sheet_id: self.sheet_id,
+            })
+        })
+    }
 }
 impl fmt::Display for SheetRect {
     fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
@@ -271,27 +349,270 @@ impl fmt::Display for SheetRect {
     }
 }
 
+impl From<SheetPos> for SheetRect {
+    fn from(sheet_pos: SheetPos) -> Self {
+        SheetRect {
+            min: sheet_pos.into(),
+            max: sheet_pos.into(),
+            sheet_id: sheet_pos.sheet_id,
+        }
+    }
+}
+
+// cannot go from Rect to SheetRect; need to use Rect.to_sheet_rect(sheet_id)
+#[allow(clippy::from_over_into)]
+impl Into<Rect> for SheetRect {
+    fn into(self) -> Rect {
+        Rect {
+            min: self.min,
+            max: self.max,
+        }
+    }
+}
+
 impl SheetPos {
     pub fn new(sheet_id: SheetId, x: i64, y: i64) -> Self {
         Self { sheet_id, x, y }
     }
-    pub fn without_sheet(self) -> Pos {
-        let SheetPos { x, y, .. } = self;
-        Pos { x, y }
-    }
 }
-impl From<SheetRect> for Vec<SheetPos> {
-    fn from(rect: SheetRect) -> Vec<SheetPos> {
-        let mut sheet_pos = vec![];
-        for x in rect.min.x..=rect.max.x {
-            for y in rect.min.y..=rect.max.y {
-                sheet_pos.push(SheetPos {
-                    sheet_id: rect.sheet_id,
-                    x,
-                    y,
-                });
+
+#[cfg(test)]
+mod test {
+    use crate::{grid::SheetId, Pos, Rect, SheetPos, SheetRect, QUADRANT_SIZE};
+
+    #[test]
+    fn test_to_sheet_pos() {
+        let pos = Pos { x: 1, y: 2 };
+        let sheet_id = SheetId::new();
+        assert_eq!(
+            pos.to_sheet_pos(sheet_id),
+            SheetPos {
+                x: 1,
+                y: 2,
+                sheet_id
             }
-        }
-        sheet_pos
+        );
+    }
+
+    #[test]
+    fn test_quadrant_size() {
+        let pos = Pos { x: 1, y: 2 };
+        assert_eq!(pos.quadrant(), (0, 0));
+        let quadrant_size = QUADRANT_SIZE as i64;
+        let pos = Pos {
+            x: quadrant_size + 1,
+            y: quadrant_size + 1,
+        };
+        assert_eq!(pos.quadrant(), (1, 1));
+    }
+
+    #[test]
+    fn test_a1_string() {
+        let pos = Pos { x: 1, y: 2 };
+        assert_eq!(pos.a1_string(), "B2");
+        let pos = Pos { x: 0, y: 0 };
+        assert_eq!(pos.a1_string(), "A0");
+        let pos = Pos { x: 26, y: 0 };
+        assert_eq!(pos.a1_string(), "AA0");
+        let pos = Pos { x: 26, y: 1 };
+        assert_eq!(pos.a1_string(), "AA1");
+        let pos = Pos { x: 26, y: -1 };
+        assert_eq!(pos.a1_string(), "AAn1");
+    }
+
+    #[test]
+    fn test_pos_into() {
+        let pos: Pos = (1, 2).into();
+        assert_eq!(pos, Pos { x: 1, y: 2 });
+
+        let sheet_id = SheetId::new();
+        let sheet_pos = SheetPos {
+            x: 1,
+            y: 2,
+            sheet_id,
+        };
+        let check_pos: Pos = sheet_pos.into();
+        assert_eq!(check_pos, Pos { x: 1, y: 2 });
+
+        let pos: Pos = (1, 2).into();
+        assert_eq!(pos, Pos { x: 1, y: 2 });
+
+        let sheet_pos = SheetPos {
+            x: 1,
+            y: 2,
+            sheet_id,
+        };
+        let pos: Pos = sheet_pos.into();
+        assert_eq!(pos, Pos { x: 1, y: 2 });
+    }
+
+    #[test]
+    fn test_rect_new_span() {
+        let pos1 = Pos { x: 1, y: 2 };
+        let pos2 = Pos { x: 3, y: 4 };
+        let rect = Rect::new_span(pos1, pos2);
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 4 });
+    }
+
+    #[test]
+    fn test_to_sheet_rect() {
+        let pos1 = Pos { x: 1, y: 2 };
+        let pos2 = Pos { x: 3, y: 4 };
+        let sheet_id = SheetId::new();
+        let rect = Rect::new_span(pos1, pos2).to_sheet_rect(sheet_id);
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 4 });
+        assert_eq!(rect.sheet_id, sheet_id);
+    }
+
+    #[test]
+    fn test_from_numbers() {
+        let rect = Rect::from_numbers(1, 2, 3, 4);
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 5 });
+    }
+
+    #[test]
+    fn test_single_pos() {
+        let rect = Rect::single_pos(Pos { x: 1, y: 2 });
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 1, y: 2 });
+    }
+
+    #[test]
+    fn test_extend_to() {
+        let mut rect = Rect::single_pos(Pos { x: 1, y: 2 });
+        rect.extend_to(Pos { x: 3, y: 4 });
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 4 });
+    }
+
+    #[test]
+    fn test_from_ranges() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 4 });
+    }
+
+    #[test]
+    fn test_size() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.size(), crate::ArraySize::new(3, 3).unwrap());
+    }
+
+    #[test]
+    fn test_from_pos_and_size() {
+        let rect =
+            Rect::from_pos_and_size(Pos { x: 1, y: 2 }, crate::ArraySize::new(3, 4).unwrap());
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 5 });
+    }
+
+    #[test]
+    fn test_contains() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert!(rect.contains(Pos { x: 1, y: 2 }));
+        assert!(rect.contains(Pos { x: 3, y: 4 }));
+        assert!(!rect.contains(Pos { x: 0, y: 2 }));
+        assert!(!rect.contains(Pos { x: 1, y: 1 }));
+        assert!(!rect.contains(Pos { x: 4, y: 2 }));
+        assert!(!rect.contains(Pos { x: 1, y: 5 }));
+    }
+
+    #[test]
+    fn test_intersects() {
+        let rect = Rect::from_ranges(1..5, 2..6);
+        assert!(rect.intersects(Rect::from_ranges(1..4, 2..5)));
+        assert!(rect.intersects(Rect::from_ranges(2..5, 3..6)));
+        assert!(rect.intersects(Rect::from_ranges(0..2, 2..5)));
+        assert!(rect.intersects(Rect::from_ranges(1..4, 0..3)));
+        assert!(rect.intersects(Rect::from_ranges(4..6, 2..5)));
+        assert!(rect.intersects(Rect::from_ranges(1..4, 5..7)));
+        assert!(!rect.intersects(Rect::from_ranges(0..1, 2..5)));
+        assert!(!rect.intersects(Rect::from_ranges(1..4, 0..1)));
+        assert!(!rect.intersects(Rect::from_ranges(5..6, 2..5)));
+        assert!(!rect.intersects(Rect::from_ranges(1..4, 6..7)));
+    }
+
+    #[test]
+    fn test_x_range() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.x_range(), 1..4);
+    }
+
+    #[test]
+    fn test_y_range() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.y_range(), 2..5);
+    }
+
+    #[test]
+    fn test_width() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.width(), 3);
+    }
+
+    #[test]
+    fn test_height() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.height(), 3);
+    }
+
+    #[test]
+    fn test_len() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert_eq!(rect.len(), 9);
+    }
+
+    #[test]
+    fn test_is_empty() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        assert!(!rect.is_empty());
+        let rect = Rect::from_numbers(0, 1, 1, 0);
+        assert!(rect.is_empty());
+        let rect = Rect::from_numbers(0, 1, 0, 1);
+        assert!(rect.is_empty());
+    }
+
+    #[test]
+    fn test_translate() {
+        let mut rect = Rect::from_ranges(1..4, 2..5);
+        rect.translate(1, 2);
+        assert_eq!(rect.min, Pos { x: 2, y: 4 });
+        assert_eq!(rect.max, Pos { x: 4, y: 6 });
+    }
+
+    #[test]
+    fn test_iter() {
+        let rect = Rect::from_ranges(1..4, 2..5);
+        let mut iter = rect.iter();
+        assert_eq!(iter.next(), Some(Pos { x: 1, y: 2 }));
+        assert_eq!(iter.next(), Some(Pos { x: 2, y: 2 }));
+        assert_eq!(iter.next(), Some(Pos { x: 3, y: 2 }));
+        assert_eq!(iter.next(), Some(Pos { x: 1, y: 3 }));
+        assert_eq!(iter.next(), Some(Pos { x: 2, y: 3 }));
+        assert_eq!(iter.next(), Some(Pos { x: 3, y: 3 }));
+        assert_eq!(iter.next(), Some(Pos { x: 1, y: 4 }));
+        assert_eq!(iter.next(), Some(Pos { x: 2, y: 4 }));
+        assert_eq!(iter.next(), Some(Pos { x: 3, y: 4 }));
+        assert_eq!(iter.next(), None);
+    }
+
+    #[test]
+    fn test_sheet_rect_new_pos_span() {
+        let pos1 = SheetPos {
+            x: 1,
+            y: 2,
+            sheet_id: SheetId::new(),
+        };
+        let pos2 = SheetPos {
+            x: 3,
+            y: 4,
+            sheet_id: SheetId::new(),
+        };
+        let rect = SheetRect::new_span(pos1, pos2);
+        assert_eq!(rect.min, Pos { x: 1, y: 2 });
+        assert_eq!(rect.max, Pos { x: 3, y: 4 });
     }
 }
diff --git a/quadratic-core/src/values/array.rs b/quadratic-core/src/values/array.rs
index 73ccc3596b..4e0a0832d9 100644
--- a/quadratic-core/src/values/array.rs
+++ b/quadratic-core/src/values/array.rs
@@ -7,11 +7,7 @@ use serde::{Deserialize, Serialize};
 use smallvec::{smallvec, SmallVec};
 
 use super::{ArraySize, Axis, CellValue, Spanned, Value};
-use crate::{
-    controller::operation::Operation,
-    grid::{CellRef, Sheet},
-    CodeResult, ErrorMsg, Pos,
-};
+use crate::{controller::operations::operation::Operation, grid::Sheet, CodeResult, ErrorMsg, Pos};
 
 #[macro_export]
 macro_rules! array {
@@ -263,44 +259,30 @@ impl Array {
         Ok(NonZeroU32::new(common_len).expect("bad array size"))
     }
 
-    // todo: this is super complicated; we need to move the number formats into CellValue to simplify this
     pub fn from_string_list(
-        start: CellRef,
+        start: Pos,
         sheet: &mut Sheet,
         v: Vec<Vec<String>>,
     ) -> (Option<Array>, Vec<Operation>) {
         let size = ArraySize::new(v[0].len() as u32, v.len() as u32).unwrap();
         let values;
-        let pos = sheet.cell_ref_to_pos(start);
-        if let Some(pos) = pos {
-            let mut ops = vec![];
-            let Pos { mut x, mut y } = pos;
-            values = v
-                .iter()
-                .flatten()
-                .map(|s| {
-                    let column_id = sheet.get_or_create_column(x).0.id;
-                    let row_id = sheet.get_or_create_row(y).id;
-                    let cell_ref = CellRef {
-                        sheet: start.sheet,
-                        column: column_id,
-                        row: row_id,
-                    };
-                    x += 1;
-                    if x == v[0].len() as i64 + pos.x {
-                        x = pos.x;
-                        y += 1;
-                    }
-                    let (value, updated_ops) = CellValue::from_string(s, cell_ref, sheet);
-                    ops.extend(updated_ops);
-                    value
-                })
-                .collect();
-            return (Some(Array { size, values }), ops);
-        }
-
-        // return nothing when pos is not defined
-        (None, vec![])
+        let mut ops = vec![];
+        let Pos { mut x, mut y } = start;
+        values = v
+            .iter()
+            .flatten()
+            .map(|s| {
+                x += 1;
+                if x == v[0].len() as i64 + start.x {
+                    x = start.x;
+                    y += 1;
+                }
+                let (value, updated_ops) = CellValue::from_string(s, start, sheet);
+                ops.extend(updated_ops);
+                value
+            })
+            .collect();
+        (Some(Array { size, values }), ops)
     }
 }
 
diff --git a/quadratic-core/src/values/cellvalue.rs b/quadratic-core/src/values/cellvalue.rs
index e6328b1cf9..fd3795e740 100644
--- a/quadratic-core/src/values/cellvalue.rs
+++ b/quadratic-core/src/values/cellvalue.rs
@@ -5,9 +5,9 @@ use serde::{Deserialize, Serialize};
 
 use super::{Duration, Instant, IsBlank};
 use crate::{
-    controller::{formatting::CellFmtArray, operation::Operation},
-    grid::{CellRef, NumericDecimals, NumericFormat, NumericFormatKind, Sheet},
-    CodeResult, Error, RunLengthEncoding,
+    controller::operations::operation::Operation,
+    grid::{formatting::CellFmtArray, NumericDecimals, NumericFormat, NumericFormatKind, Sheet},
+    CodeResult, Error, Pos, RunLengthEncoding, SheetRect,
 };
 
 // todo: fill this out
@@ -382,14 +382,13 @@ impl CellValue {
         }
     }
 
+    // todo: this needs to be reworked under the new paradigm
     /// Converts a string to a CellValue, updates number formatting, and returns reverse Ops
-    pub fn from_string(
-        s: &String,
-        cell_ref: CellRef,
-        sheet: &mut Sheet,
-    ) -> (CellValue, Vec<Operation>) {
+    pub fn from_string(s: &String, pos: Pos, sheet: &mut Sheet) -> (CellValue, Vec<Operation>) {
         let mut ops = vec![];
         let value: CellValue;
+        let sheet_rect = SheetRect::single_pos(pos, sheet.id);
+
         // check for currency
         if let Some((currency, number)) = CellValue::unpack_currency(s) {
             value = CellValue::Number(number);
@@ -397,25 +396,23 @@ impl CellValue {
                 kind: NumericFormatKind::Currency,
                 symbol: Some(currency),
             };
-            if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                sheet.set_formatting_value::<NumericFormat>(pos, Some(numeric_format.clone()));
+            sheet.set_formatting_value::<NumericFormat>(pos, Some(numeric_format.clone()));
 
+            ops.push(Operation::SetCellFormats {
+                sheet_rect,
+                attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
+                    Some(numeric_format),
+                    1,
+                )),
+            });
+
+            // only change decimals if it hasn't already been set
+            if sheet.get_formatting_value::<NumericDecimals>(pos).is_none() {
+                sheet.set_formatting_value::<NumericDecimals>(pos, Some(2));
                 ops.push(Operation::SetCellFormats {
-                    region: cell_ref.into(),
-                    attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
-                        Some(numeric_format),
-                        1,
-                    )),
+                    sheet_rect,
+                    attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(Some(2), 1)),
                 });
-
-                // only change decimals if it hasn't already been set
-                if sheet.get_formatting_value::<NumericDecimals>(pos).is_none() {
-                    sheet.set_formatting_value::<NumericDecimals>(pos, Some(2));
-                    ops.push(Operation::SetCellFormats {
-                        region: cell_ref.into(),
-                        attr: CellFmtArray::NumericDecimals(RunLengthEncoding::repeat(Some(2), 1)),
-                    });
-                }
             }
         } else if let Ok(bd) = BigDecimal::from_str(s) {
             value = CellValue::Number(bd);
@@ -425,11 +422,9 @@ impl CellValue {
                 kind: NumericFormatKind::Percentage,
                 symbol: None,
             };
-            if let Some(pos) = sheet.cell_ref_to_pos(cell_ref) {
-                sheet.set_formatting_value::<NumericFormat>(pos, Some(numeric_format.clone()));
-            }
+            sheet.set_formatting_value::<NumericFormat>(pos, Some(numeric_format.clone()));
             ops.push(Operation::SetCellFormats {
-                region: cell_ref.into(),
+                sheet_rect,
                 attr: CellFmtArray::NumericFormat(RunLengthEncoding::repeat(
                     Some(numeric_format),
                     1,
diff --git a/quadratic-core/src/wasm_bindings/controller/borders.rs b/quadratic-core/src/wasm_bindings/controller/borders.rs
index 373f4f60fc..d6dd7c8c5d 100644
--- a/quadratic-core/src/wasm_bindings/controller/borders.rs
+++ b/quadratic-core/src/wasm_bindings/controller/borders.rs
@@ -10,13 +10,15 @@ impl GridController {
         &mut self,
         sheet_id: String,
         rect: Rect,
-        selection: BorderSelection,  // TODO: Vec
+        selection: BorderSelection, // TODO: Vec
         style: Option<BorderStyle>,
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(
-            &self.set_borders(sheet_id, rect, vec![selection], style, cursor).await,
+            &self
+                .set_borders(rect.to_sheet_rect(sheet_id), vec![selection], style, cursor)
+                .await,
         )?)
     }
 }
diff --git a/quadratic-core/src/wasm_bindings/controller/cells.rs b/quadratic-core/src/wasm_bindings/controller/cells.rs
index 11f3ef2916..3cca35120b 100644
--- a/quadratic-core/src/wasm_bindings/controller/cells.rs
+++ b/quadratic-core/src/wasm_bindings/controller/cells.rs
@@ -72,10 +72,15 @@ impl GridController {
         value: String,
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
-        let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_value(sheet_id, *pos, value, cursor),
-        )?)
+        if let Ok(sheet_id) = SheetId::from_str(&sheet_id) {
+            Ok(serde_wasm_bindgen::to_value(&self.set_cell_value(
+                pos.to_sheet_pos(sheet_id),
+                value,
+                cursor,
+            ))?)
+        } else {
+            Err(JsValue::from_str("Invalid sheet id"))
+        }
     }
 
     /// changes the decimal places
@@ -88,10 +93,16 @@ impl GridController {
         delta: isize,
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
-        let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        Ok(serde_wasm_bindgen::to_value(&self.change_decimal_places(
-            sheet_id, source, rect, delta, cursor,
-        ))?)
+        if let Ok(sheet_id) = SheetId::from_str(&sheet_id) {
+            Ok(serde_wasm_bindgen::to_value(&self.change_decimal_places(
+                source.to_sheet_pos(sheet_id),
+                rect.to_sheet_rect(sheet_id),
+                delta,
+                cursor,
+            ))?)
+        } else {
+            Err(JsValue::from_str("Invalid sheet id"))
+        }
     }
 
     /// gets an editable string for a cell
@@ -115,12 +126,12 @@ impl GridController {
     pub fn js_delete_cell_values(
         &mut self,
         sheet_id: String,
-        region: &Rect,
+        rect: &Rect,
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(
-            &self.delete_cells_rect(sheet_id, *region, cursor),
+            &self.delete_cells_rect(rect.to_sheet_rect(sheet_id), cursor),
         )?)
     }
 
@@ -171,8 +182,7 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(&self.set_cell_code(
-            sheet_id,
-            pos,
+            pos.to_sheet_pos(sheet_id),
             language,
             code_string,
             cursor,
diff --git a/quadratic-core/src/wasm_bindings/controller/clipboard.rs b/quadratic-core/src/wasm_bindings/controller/clipboard.rs
index f16fc63537..8e2961cb3b 100644
--- a/quadratic-core/src/wasm_bindings/controller/clipboard.rs
+++ b/quadratic-core/src/wasm_bindings/controller/clipboard.rs
@@ -13,7 +13,7 @@ impl GridController {
     #[wasm_bindgen(js_name = "copyToClipboard")]
     pub fn js_copy_to_clipboard(&self, sheet_id: String, rect: &Rect) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        let (plain_text, html) = self.copy_to_clipboard(sheet_id, *rect);
+        let (plain_text, html) = self.copy_to_clipboard(rect.to_sheet_rect(sheet_id));
         let output = JsClipboard {
             plain_text,
             html,
@@ -31,7 +31,8 @@ impl GridController {
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        let (summary, plain_text, html) = self.cut_to_clipboard(sheet_id, *rect, cursor);
+        let (summary, plain_text, html) =
+            self.cut_to_clipboard(rect.to_sheet_rect(sheet_id), cursor);
         let output = JsClipboard {
             plain_text,
             html,
@@ -51,7 +52,8 @@ impl GridController {
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        let output = self.paste_from_clipboard(sheet_id, pos, plain_text, html, cursor);
+        let output =
+            self.paste_from_clipboard(pos.to_sheet_pos(sheet_id), plain_text, html, cursor);
         Ok(serde_wasm_bindgen::to_value(&output).map_err(|e| e.to_string())?)
     }
 }
diff --git a/quadratic-core/src/wasm_bindings/controller/formatting.rs b/quadratic-core/src/wasm_bindings/controller/formatting.rs
index 019dd6443d..c75e85aa8d 100644
--- a/quadratic-core/src/wasm_bindings/controller/formatting.rs
+++ b/quadratic-core/src/wasm_bindings/controller/formatting.rs
@@ -37,9 +37,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<CellAlign> = serde_wasm_bindgen::from_value(align).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_align(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_align(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Sets cell wrap formatting given as an optional [`CellWrap`].
@@ -55,9 +57,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<CellWrap> = serde_wasm_bindgen::from_value(wrap).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_wrap(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_wrap(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Sets cells numeric_format to normal
@@ -72,7 +76,7 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(
-            &self.remove_number_formatting(sheet_id, rect, cursor),
+            &self.remove_number_formatting(&rect.to_sheet_rect(sheet_id), cursor),
         )?)
     }
 
@@ -87,10 +91,9 @@ impl GridController {
         symbol: String,
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
-        let sheet = SheetId::from_str(&sheet_id).unwrap();
+        let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(&self.set_currency(
-            sheet,
-            rect,
+            &rect.to_sheet_rect(sheet_id),
             Some(symbol),
             cursor,
         ))?)
@@ -112,7 +115,7 @@ impl GridController {
             symbol: None,
         };
         Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_numeric_format(sheet_id, *rect, Some(currency), cursor),
+            &self.set_cell_numeric_format(rect.to_sheet_rect(sheet_id), Some(currency), cursor),
         )?)
     }
 
@@ -132,7 +135,7 @@ impl GridController {
             symbol: None,
         };
         Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_numeric_format(sheet_id, *rect, Some(exponential), cursor),
+            &self.set_cell_numeric_format(rect.to_sheet_rect(sheet_id), Some(exponential), cursor),
         )?)
     }
 
@@ -148,9 +151,11 @@ impl GridController {
         cursor: Option<String>,
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.toggle_commas(sheet_id, source, rect, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.toggle_commas(
+            source.to_sheet_pos(sheet_id),
+            rect.to_sheet_rect(sheet_id),
+            cursor,
+        ))?)
     }
 
     /// Sets cell bold formatting given as an optional [`bool`].
@@ -166,9 +171,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<bool> = serde_wasm_bindgen::from_value(bold).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_bold(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_bold(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
     /// Sets cell italic formatting given as an optional [`bool`].
     ///
@@ -183,9 +190,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<bool> = serde_wasm_bindgen::from_value(italic).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_italic(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_italic(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Sets cell text color given as an optional [`String`].
@@ -201,9 +210,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<String> = serde_wasm_bindgen::from_value(text_color).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_text_color(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_text_color(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Sets cell fill color given as an optional [`String`].
@@ -219,9 +230,11 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         let value: Option<String> = serde_wasm_bindgen::from_value(fill_color).unwrap();
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_fill_color(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_fill_color(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Sets cell render size (used for Html-style cells).
@@ -245,9 +258,11 @@ impl GridController {
         } else {
             None
         };
-        Ok(serde_wasm_bindgen::to_value(
-            &self.set_cell_render_size(sheet_id, *rect, value, cursor),
-        )?)
+        Ok(serde_wasm_bindgen::to_value(&self.set_cell_render_size(
+            rect.to_sheet_rect(sheet_id),
+            value,
+            cursor,
+        ))?)
     }
 
     /// Changes cell numeric decimals.
@@ -264,7 +279,10 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(&self.change_decimal_places(
-            sheet_id, source, *rect, delta, cursor,
+            source.to_sheet_pos(sheet_id),
+            rect.to_sheet_rect(sheet_id),
+            delta,
+            cursor,
         ))?)
     }
 
@@ -278,7 +296,7 @@ impl GridController {
     ) -> Result<JsValue, JsValue> {
         let sheet_id = SheetId::from_str(&sheet_id).unwrap();
         Ok(serde_wasm_bindgen::to_value(
-            &self.clear_formatting(sheet_id, rect, cursor),
+            &self.clear_formatting(rect.to_sheet_rect(sheet_id), cursor),
         )?)
     }
 }
diff --git a/quadratic-core/src/wasm_bindings/controller/mod.rs b/quadratic-core/src/wasm_bindings/controller/mod.rs
index 1fa33947a7..33d5e04531 100644
--- a/quadratic-core/src/wasm_bindings/controller/mod.rs
+++ b/quadratic-core/src/wasm_bindings/controller/mod.rs
@@ -79,12 +79,9 @@ impl GridController {
 
     #[wasm_bindgen(js_name = "getCalculationTransactionSummary")]
     pub fn js_calculation_transaction_summary(&mut self) -> Result<JsValue, JsValue> {
-        self.updated_bounds_in_transaction();
-        if let Some(summary) = self.transaction_summary() {
-            Ok(serde_wasm_bindgen::to_value(&summary)?)
-        } else {
-            Err(JsValue::UNDEFINED)
-        }
+        self.transaction_updated_bounds();
+        let summary = self.prepare_transaction_summary();
+        Ok(serde_wasm_bindgen::to_value(&summary)?)
     }
 
     #[wasm_bindgen(js_name = "calculationGetCells")]
@@ -95,6 +92,13 @@ impl GridController {
         self.calculation_get_cells(get_cells)
     }
 
+    #[wasm_bindgen(js_name = "multiplayerTransaction")]
+    pub fn js_multiplayer_transaction(&mut self, operations: String) -> Result<JsValue, JsValue> {
+        Ok(serde_wasm_bindgen::to_value(
+            &self.received_transaction(operations),
+        )?)
+    }
+
     /// Populates a portion of a sheet with random float values.
     ///
     /// Returns a [`TransactionSummary`].
@@ -117,6 +121,7 @@ impl GridController {
             save: false,
             generate_thumbnail: false,
             transaction_busy: false,
+            forward_operations: None,
             html: HashSet::new(),
         })?)
     }
diff --git a/quadratic-core/src/wasm_bindings/controller/summarize.rs b/quadratic-core/src/wasm_bindings/controller/summarize.rs
index 5375b18105..aadce3ebc8 100644
--- a/quadratic-core/src/wasm_bindings/controller/summarize.rs
+++ b/quadratic-core/src/wasm_bindings/controller/summarize.rs
@@ -72,12 +72,12 @@ impl GridController {
 mod tests {
     // create a test grid and test that the summarize function works
     use crate::wasm_bindings::GridController;
-    use crate::{Pos, Rect};
+    use crate::{Pos, Rect, SheetPos};
 
     // TODO(ddimaria): move to a shared util
     fn set_value(gc: &mut GridController, x: i64, y: i64, value: &str) {
         let sheet_id = gc.sheet_ids()[0];
-        gc.set_cell_value(sheet_id, Pos { x, y }, String::from(value), None);
+        gc.set_cell_value(SheetPos { x, y, sheet_id }, String::from(value), None);
     }
 
     #[test]
diff --git a/quadratic-core/src/wasm_bindings/mod.rs b/quadratic-core/src/wasm_bindings/mod.rs
index d09126eae1..f60adb6262 100644
--- a/quadratic-core/src/wasm_bindings/mod.rs
+++ b/quadratic-core/src/wasm_bindings/mod.rs
@@ -34,27 +34,27 @@ pub fn column_from_name(s: &str) -> Option<f64> {
     Some(util::column_from_name(s)? as f64)
 }
 
-#[derive(Serialize, Deserialize, Debug, Default, Clone, TS)]
-pub struct JsCodeResult {
-    pub cells_accessed: Vec<[i64; 2]>,
-    pub formatted_code: Option<String>,
-    pub success: bool,
-    pub error_span: Option<[u32; 2]>,
-    pub error_msg: Option<String>,
-    pub input_python_std_out: Option<String>,
-    pub output_value: Option<String>,
-    pub array_output: Option<Vec<Vec<String>>>,
-    pub cancel_compute: Option<bool>,
-}
-
-#[derive(Serialize, Deserialize, Debug, Clone, TS)]
-pub struct JsComputeResult {
-    pub complete: bool,
-    pub rect: Option<Rect>,
-    pub sheet_id: Option<String>,
-    pub line_number: Option<i64>,
-    pub result: Option<JsCodeResult>,
-}
+// #[derive(Serialize, Deserialize, Debug, Default, Clone, TS)]
+// pub struct JsCodeResult {
+//     pub success: bool,
+//     pub formatted_code: Option<String>,
+//     pub error_msg: Option<String>,
+//     pub input_python_std_out: Option<String>,
+//     pub output_value: Option<String>,
+//     pub array_output: Option<Vec<Vec<String>>>,
+//     pub cells_accessed: Vec<[i64; 2]>,
+//     pub error_span: Option<[u32; 2]>,
+//     pub cancel_compute: Option<bool>,
+// }
+
+// #[derive(Serialize, Deserialize, Debug, Clone, TS)]
+// pub struct JsComputeResult {
+//     pub complete: bool,
+//     pub rect: Option<Rect>,
+//     pub sheet_id: Option<String>,
+//     pub line_number: Option<i64>,
+//     pub result: Option<JsCodeResult>,
+// }
 
 #[derive(Serialize, Deserialize, Debug, Default, Clone, TS)]
 pub struct JsFormulaParseResult {
diff --git a/quadratic-multiplayer/.env.example b/quadratic-multiplayer/.env.example
index b3e300da42..3ef74fe61b 100644
--- a/quadratic-multiplayer/.env.example
+++ b/quadratic-multiplayer/.env.example
@@ -1,2 +1,6 @@
 HOST=127.0.0.1
-PORT=3001
\ No newline at end of file
+PORT=3001
+AUTH0_JWKS_URI=
+AUTHENTICATE_JWT=false
+HEARTBEAT_CHECK_S=15
+HEARTBEAT_TIMEOUT_S=60
\ No newline at end of file
diff --git a/quadratic-multiplayer/.env.test b/quadratic-multiplayer/.env.test
index b3e300da42..3ef74fe61b 100644
--- a/quadratic-multiplayer/.env.test
+++ b/quadratic-multiplayer/.env.test
@@ -1,2 +1,6 @@
 HOST=127.0.0.1
-PORT=3001
\ No newline at end of file
+PORT=3001
+AUTH0_JWKS_URI=
+AUTHENTICATE_JWT=false
+HEARTBEAT_CHECK_S=15
+HEARTBEAT_TIMEOUT_S=60
\ No newline at end of file
diff --git a/quadratic-multiplayer/Cargo.lock b/quadratic-multiplayer/Cargo.lock
index fd84287f69..76308a5dc2 100644
--- a/quadratic-multiplayer/Cargo.lock
+++ b/quadratic-multiplayer/Cargo.lock
@@ -26,6 +26,21 @@ dependencies = [
  "memchr",
 ]
 
+[[package]]
+name = "android-tzdata"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e999941b234f3131b00bc13c22d06e8c5ff726d1b6318ac7eb276997bbb4fef0"
+
+[[package]]
+name = "android_system_properties"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "819e7219dbd41043ac279b19830f2efc897156490d7fd6ea916720117ee66311"
+dependencies = [
+ "libc",
+]
+
 [[package]]
 name = "anyhow"
 version = "1.0.75"
@@ -61,9 +76,9 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "http-body-util",
- "hyper",
+ "hyper 1.0.1",
  "hyper-util",
  "itoa",
  "matchit",
@@ -95,7 +110,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "http-body-util",
  "mime",
  "pin-project-lite",
@@ -117,7 +132,7 @@ dependencies = [
  "futures-util",
  "headers",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "http-body-util",
  "mime",
  "pin-project-lite",
@@ -169,6 +184,12 @@ dependencies = [
  "generic-array",
 ]
 
+[[package]]
+name = "bumpalo"
+version = "3.14.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f30e7476521f6f8af1a1c4c0b8cc94f0bee37d91763d0ca2665f299b6cd8aec"
+
 [[package]]
 name = "byteorder"
 version = "1.5.0"
@@ -196,6 +217,37 @@ version = "1.0.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "baf1de4339761588bc0619e3cbc0120ee582ebb74b53b4efbf79117bd2da40fd"
 
+[[package]]
+name = "chrono"
+version = "0.4.31"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7f2c685bad3eb3d45a01354cedb7d5faa66194d1d58ba6e267a8de788f79db38"
+dependencies = [
+ "android-tzdata",
+ "iana-time-zone",
+ "js-sys",
+ "num-traits",
+ "serde",
+ "wasm-bindgen",
+ "windows-targets 0.48.5",
+]
+
+[[package]]
+name = "core-foundation"
+version = "0.9.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "91e195e091a93c46f7102ec7818a2aa394e1e1771c3ab4825963fa03e45afb8f"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "core-foundation-sys"
+version = "0.8.6"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "06ea2b9bc92be3c2baa9334a323ebca2d6f074ff852cd1d7b11064035cd3868f"
+
 [[package]]
 name = "cpufeatures"
 version = "0.2.11"
@@ -256,6 +308,15 @@ version = "2.5.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7e962a19be5cfc3f3bf6dd8f61eb50107f356ad6270fbb3ed41476571db78be5"
 
+[[package]]
+name = "deranged"
+version = "0.3.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8eb30d70a07a3b04884d2677f06bec33509dc67ca60d92949e5535352d3191dc"
+dependencies = [
+ "powerfmt",
+]
+
 [[package]]
 name = "deunicode"
 version = "1.4.1"
@@ -290,6 +351,15 @@ dependencies = [
  "syn",
 ]
 
+[[package]]
+name = "encoding_rs"
+version = "0.8.33"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7268b386296a025e474d5140678f75d6de9493ae55a5d709eeb9dd08149945e1"
+dependencies = [
+ "cfg-if",
+]
+
 [[package]]
 name = "envy"
 version = "0.4.2"
@@ -305,6 +375,16 @@ version = "1.0.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "5443807d6dff69373d433ab9ef5378ad8df50ca6298caf15de6e52e24aaf54d5"
 
+[[package]]
+name = "errno"
+version = "0.3.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a258e46cdc063eb8519c00b9fc845fc47bcfca4130e2f08e88665ceda8474245"
+dependencies = [
+ "libc",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "fake"
 version = "2.9.1"
@@ -316,12 +396,33 @@ dependencies = [
  "rand",
 ]
 
+[[package]]
+name = "fastrand"
+version = "2.0.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "25cbce373ec4653f1a01a31e8a5e5ec0c622dc27ff9c4e6606eefef5cbbed4a5"
+
 [[package]]
 name = "fnv"
 version = "1.0.7"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "3f9eec918d3f24069decb9af1554cad7c880e2da24a9afd88aca000531ab82c1"
 
+[[package]]
+name = "foreign-types"
+version = "0.3.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f6f339eb8adc052cd2ca78910fda869aefa38d22d5cb648e6485e4d3fc06f3b1"
+dependencies = [
+ "foreign-types-shared",
+]
+
+[[package]]
+name = "foreign-types-shared"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "00b0228411908ca8685dba7fc2cdd70ec9990a6e753e89b6ac91a84c40fbaf4b"
+
 [[package]]
 name = "form_urlencoded"
 version = "1.2.1"
@@ -437,8 +538,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "fe9006bed769170c11f845cf00c7c1e9092aeb3f268e007c3e760ac68008070f"
 dependencies = [
  "cfg-if",
+ "js-sys",
  "libc",
  "wasi",
+ "wasm-bindgen",
 ]
 
 [[package]]
@@ -447,6 +550,25 @@ version = "0.28.1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4271d37baee1b8c7e4b708028c57d816cf9d2434acb33a549475f78c181f6253"
 
+[[package]]
+name = "h2"
+version = "0.3.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4d6250322ef6e60f93f9a2162799302cd6f68f79f6e5d85c8c16f14d1d958178"
+dependencies = [
+ "bytes",
+ "fnv",
+ "futures-core",
+ "futures-sink",
+ "futures-util",
+ "http 0.2.11",
+ "indexmap",
+ "slab",
+ "tokio",
+ "tokio-util",
+ "tracing",
+]
+
 [[package]]
 name = "h2"
 version = "0.4.0"
@@ -524,6 +646,17 @@ dependencies = [
  "itoa",
 ]
 
+[[package]]
+name = "http-body"
+version = "0.4.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d5f38f16d184e36f2408a55281cd658ecbd3ca05cce6d6510a176eca393e26d1"
+dependencies = [
+ "bytes",
+ "http 0.2.11",
+ "pin-project-lite",
+]
+
 [[package]]
 name = "http-body"
 version = "1.0.0"
@@ -543,7 +676,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "pin-project-lite",
 ]
 
@@ -565,6 +698,30 @@ version = "1.0.3"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "df3b46402a9d5adb4c86a0cf463f42e19994e3ee891101b1841f30a545cb49a9"
 
+[[package]]
+name = "hyper"
+version = "0.14.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffb1cfd654a8219eaef89881fdb3bb3b1cdc5fa75ded05d6933b2b382e395468"
+dependencies = [
+ "bytes",
+ "futures-channel",
+ "futures-core",
+ "futures-util",
+ "h2 0.3.22",
+ "http 0.2.11",
+ "http-body 0.4.5",
+ "httparse",
+ "httpdate",
+ "itoa",
+ "pin-project-lite",
+ "socket2 0.4.10",
+ "tokio",
+ "tower-service",
+ "tracing",
+ "want",
+]
+
 [[package]]
 name = "hyper"
 version = "1.0.1"
@@ -574,9 +731,9 @@ dependencies = [
  "bytes",
  "futures-channel",
  "futures-util",
- "h2",
+ "h2 0.4.0",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "httparse",
  "httpdate",
  "itoa",
@@ -584,6 +741,19 @@ dependencies = [
  "tokio",
 ]
 
+[[package]]
+name = "hyper-tls"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "d6183ddfa99b85da61a140bea0efc93fdf56ceaa041b37d553518030827f9905"
+dependencies = [
+ "bytes",
+ "hyper 0.14.27",
+ "native-tls",
+ "tokio",
+ "tokio-native-tls",
+]
+
 [[package]]
 name = "hyper-util"
 version = "0.1.1"
@@ -594,16 +764,39 @@ dependencies = [
  "futures-channel",
  "futures-util",
  "http 1.0.0",
- "http-body",
- "hyper",
+ "http-body 1.0.0",
+ "hyper 1.0.1",
  "pin-project-lite",
- "socket2",
+ "socket2 0.5.5",
  "tokio",
  "tower",
  "tower-service",
  "tracing",
 ]
 
+[[package]]
+name = "iana-time-zone"
+version = "0.1.58"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8326b86b6cff230b97d0d312a6c40a60726df3332e721f72a1b035f451663b20"
+dependencies = [
+ "android_system_properties",
+ "core-foundation-sys",
+ "iana-time-zone-haiku",
+ "js-sys",
+ "wasm-bindgen",
+ "windows-core",
+]
+
+[[package]]
+name = "iana-time-zone-haiku"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f31827a206f56af32e590ba56d5d2d085f558508192593743f16b2306495269f"
+dependencies = [
+ "cc",
+]
+
 [[package]]
 name = "ident_case"
 version = "1.0.1"
@@ -630,12 +823,42 @@ dependencies = [
  "hashbrown",
 ]
 
+[[package]]
+name = "ipnet"
+version = "2.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8f518f335dce6725a761382244631d86cf0ccb2863413590b31338feb467f9c3"
+
 [[package]]
 name = "itoa"
 version = "1.0.9"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "af150ab688ff2122fcef229be89cb50dd66af9e01a4ff320cc137eecc9bacc38"
 
+[[package]]
+name = "js-sys"
+version = "0.3.66"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cee9c64da59eae3b50095c18d3e74f8b73c0b86d2792824ff01bbce68ba229ca"
+dependencies = [
+ "wasm-bindgen",
+]
+
+[[package]]
+name = "jsonwebtoken"
+version = "9.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "5c7ea04a7c5c055c175f189b6dc6ba036fd62306b58c66c9f6389036c503a3f4"
+dependencies = [
+ "base64",
+ "js-sys",
+ "pem",
+ "ring",
+ "serde",
+ "serde_json",
+ "simple_asn1",
+]
+
 [[package]]
 name = "lazy_static"
 version = "1.4.0"
@@ -648,6 +871,12 @@ version = "0.2.150"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "89d92a4743f9a61002fae18374ed11e7973f530cb3a3255fb354818118b2203c"
 
+[[package]]
+name = "linux-raw-sys"
+version = "0.4.12"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4cd1a83af159aa67994778be9070f0ae1bd732942279cabb14f86f986a21456"
+
 [[package]]
 name = "lock_api"
 version = "0.4.11"
@@ -718,7 +947,25 @@ checksum = "3dce281c5e46beae905d4de1870d8b1509a9142b62eedf18b443b011ca8343d0"
 dependencies = [
  "libc",
  "wasi",
- "windows-sys",
+ "windows-sys 0.48.0",
+]
+
+[[package]]
+name = "native-tls"
+version = "0.2.11"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "07226173c32f2926027b63cce4bcd8076c3552846cbe7925f3aaffeac0a3b92e"
+dependencies = [
+ "lazy_static",
+ "libc",
+ "log",
+ "openssl",
+ "openssl-probe",
+ "openssl-sys",
+ "schannel",
+ "security-framework",
+ "security-framework-sys",
+ "tempfile",
 ]
 
 [[package]]
@@ -731,6 +978,36 @@ dependencies = [
  "winapi",
 ]
 
+[[package]]
+name = "num-bigint"
+version = "0.4.4"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "608e7659b5c3d7cba262d894801b9ec9d00de989e8a82bd4bef91d08da45cdc0"
+dependencies = [
+ "autocfg",
+ "num-integer",
+ "num-traits",
+]
+
+[[package]]
+name = "num-integer"
+version = "0.1.45"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "225d3389fb3509a24c93f5c29eb6bde2586b98d9f016636dff58d7c6f7569cd9"
+dependencies = [
+ "autocfg",
+ "num-traits",
+]
+
+[[package]]
+name = "num-traits"
+version = "0.2.17"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "39e3200413f237f41ab11ad6d161bc7239c84dcb631773ccd7de3dfe4b5c267c"
+dependencies = [
+ "autocfg",
+]
+
 [[package]]
 name = "num_cpus"
 version = "1.16.0"
@@ -756,6 +1033,50 @@ version = "1.18.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dd8b5dd2ae5ed71462c540258bedcb51965123ad7e7ccf4b9a8cafaa4a63576d"
 
+[[package]]
+name = "openssl"
+version = "0.10.61"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6b8419dc8cc6d866deb801274bba2e6f8f6108c1bb7fcc10ee5ab864931dbb45"
+dependencies = [
+ "bitflags 2.4.1",
+ "cfg-if",
+ "foreign-types",
+ "libc",
+ "once_cell",
+ "openssl-macros",
+ "openssl-sys",
+]
+
+[[package]]
+name = "openssl-macros"
+version = "0.1.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a948666b637a0f465e8564c73e89d4dde00d72d4d473cc972f390fc3dcee7d9c"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+]
+
+[[package]]
+name = "openssl-probe"
+version = "0.1.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ff011a302c396a5197692431fc1948019154afc178baf7d8e37367442a4601cf"
+
+[[package]]
+name = "openssl-sys"
+version = "0.9.97"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c3eaad34cdd97d81de97964fc7f29e2d104f483840d906ef56daa1912338460b"
+dependencies = [
+ "cc",
+ "libc",
+ "pkg-config",
+ "vcpkg",
+]
+
 [[package]]
 name = "overload"
 version = "0.1.1"
@@ -782,7 +1103,17 @@ dependencies = [
  "libc",
  "redox_syscall",
  "smallvec",
- "windows-targets",
+ "windows-targets 0.48.5",
+]
+
+[[package]]
+name = "pem"
+version = "3.0.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3163d2912b7c3b52d651a055f2c7eec9ba5cd22d26ef75b8dd3a59980b185923"
+dependencies = [
+ "base64",
+ "serde",
 ]
 
 [[package]]
@@ -823,6 +1154,18 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8b870d8c151b6f2fb93e84a13146138f05d02ed11c7e7c54f8826aaaf7c9f184"
 
+[[package]]
+name = "pkg-config"
+version = "0.3.27"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "26072860ba924cbfa98ea39c8c19b4dd6a4a25423dbdf219c1eca91aa0cf6964"
+
+[[package]]
+name = "powerfmt"
+version = "0.2.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "439ee305def115ba05938db6eb1644ff94165c5ab5e9420d1c1bcedbba909391"
+
 [[package]]
 name = "ppv-lite86"
 version = "0.2.17"
@@ -845,12 +1188,15 @@ dependencies = [
  "anyhow",
  "axum",
  "axum-extra",
+ "chrono",
  "dotenv",
  "envy",
  "fake",
  "futures",
  "futures-util",
  "headers",
+ "jsonwebtoken",
+ "reqwest",
  "serde",
  "serde_json",
  "tokio",
@@ -954,12 +1300,77 @@ version = "0.8.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "c08c74e62047bb2de4ff487b251e4a92e24f48745648451635cec7d591162d9f"
 
+[[package]]
+name = "reqwest"
+version = "0.11.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "046cd98826c46c2ac8ddecae268eb5c2e58628688a5fc7a2643704a73faba95b"
+dependencies = [
+ "base64",
+ "bytes",
+ "encoding_rs",
+ "futures-core",
+ "futures-util",
+ "h2 0.3.22",
+ "http 0.2.11",
+ "http-body 0.4.5",
+ "hyper 0.14.27",
+ "hyper-tls",
+ "ipnet",
+ "js-sys",
+ "log",
+ "mime",
+ "native-tls",
+ "once_cell",
+ "percent-encoding",
+ "pin-project-lite",
+ "serde",
+ "serde_json",
+ "serde_urlencoded",
+ "system-configuration",
+ "tokio",
+ "tokio-native-tls",
+ "tower-service",
+ "url",
+ "wasm-bindgen",
+ "wasm-bindgen-futures",
+ "web-sys",
+ "winreg",
+]
+
+[[package]]
+name = "ring"
+version = "0.17.7"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "688c63d65483050968b2a8937f7995f443e27041a0f7700aa59b0822aedebb74"
+dependencies = [
+ "cc",
+ "getrandom",
+ "libc",
+ "spin",
+ "untrusted",
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "rustc-demangle"
 version = "0.1.23"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "d626bb9dae77e28219937af045c257c28bfd3f69333c512553507f5f9798cb76"
 
+[[package]]
+name = "rustix"
+version = "0.38.26"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9470c4bf8246c8daf25f9598dca807fb6510347b1e1cfa55749113850c79d88a"
+dependencies = [
+ "bitflags 2.4.1",
+ "errno",
+ "libc",
+ "linux-raw-sys",
+ "windows-sys 0.52.0",
+]
+
 [[package]]
 name = "rustversion"
 version = "1.0.14"
@@ -972,12 +1383,44 @@ version = "1.0.15"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "1ad4cc8da4ef723ed60bced201181d83791ad433213d8c24efffda1eec85d741"
 
+[[package]]
+name = "schannel"
+version = "0.1.22"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0c3733bf4cf7ea0880754e19cb5a462007c4a8c1914bff372ccc95b464f1df88"
+dependencies = [
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "scopeguard"
 version = "1.2.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "94143f37725109f92c262ed2cf5e59bce7498c01bcc1502d7b9afe439a4e9f49"
 
+[[package]]
+name = "security-framework"
+version = "2.9.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "05b64fb303737d99b81884b2c63433e9ae28abebe5eb5045dcdd175dc2ecf4de"
+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "core-foundation-sys",
+ "libc",
+ "security-framework-sys",
+]
+
+[[package]]
+name = "security-framework-sys"
+version = "2.9.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e932934257d3b408ed8f30db49d85ea163bfe74961f017f405b025af298f0c7a"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
 [[package]]
 name = "serde"
 version = "1.0.193"
@@ -1060,6 +1503,18 @@ dependencies = [
  "libc",
 ]
 
+[[package]]
+name = "simple_asn1"
+version = "0.6.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "adc4e5204eb1910f40f9cfa375f6f05b68c3abac4b6fd879c8ff5e7ae8a0a085"
+dependencies = [
+ "num-bigint",
+ "num-traits",
+ "thiserror",
+ "time",
+]
+
 [[package]]
 name = "slab"
 version = "0.4.9"
@@ -1075,6 +1530,16 @@ version = "1.11.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "4dccd0940a2dcdf68d092b8cbab7dc0ad8fa938bf95787e1b916b0e3d0e8e970"
 
+[[package]]
+name = "socket2"
+version = "0.4.10"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "9f7916fc008ca5542385b89a3d3ce689953c143e9304a9bf8beec1de48994c0d"
+dependencies = [
+ "libc",
+ "winapi",
+]
+
 [[package]]
 name = "socket2"
 version = "0.5.5"
@@ -1082,9 +1547,15 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "7b5fac59a5cb5dd637972e5fca70daf0523c9067fcdc4842f053dae04a18f8e9"
 dependencies = [
  "libc",
- "windows-sys",
+ "windows-sys 0.48.0",
 ]
 
+[[package]]
+name = "spin"
+version = "0.9.8"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "6980e8d7511241f8acf4aebddbb1ff938df5eebe98691418c4468d0b72a96a67"
+
 [[package]]
 name = "strsim"
 version = "0.10.0"
@@ -1108,6 +1579,40 @@ version = "0.1.2"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2047c6ded9c721764247e62cd3b03c09ffc529b2ba5b10ec482ae507a4a70160"
 
+[[package]]
+name = "system-configuration"
+version = "0.5.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ba3a3adc5c275d719af8cb4272ea1c4a6d668a777f37e115f6d11ddbc1c8e0e7"
+dependencies = [
+ "bitflags 1.3.2",
+ "core-foundation",
+ "system-configuration-sys",
+]
+
+[[package]]
+name = "system-configuration-sys"
+version = "0.5.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a75fb188eb626b924683e3b95e3a48e63551fcfb51949de2f06a9d91dbee93c9"
+dependencies = [
+ "core-foundation-sys",
+ "libc",
+]
+
+[[package]]
+name = "tempfile"
+version = "3.8.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ef1adac450ad7f4b3c28589471ade84f25f731a7a0fe30d71dfa9f60fd808e5"
+dependencies = [
+ "cfg-if",
+ "fastrand",
+ "redox_syscall",
+ "rustix",
+ "windows-sys 0.48.0",
+]
+
 [[package]]
 name = "thiserror"
 version = "1.0.50"
@@ -1138,6 +1643,35 @@ dependencies = [
  "once_cell",
 ]
 
+[[package]]
+name = "time"
+version = "0.3.30"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "c4a34ab300f2dee6e562c10a046fc05e358b29f9bf92277f30c3c8d82275f6f5"
+dependencies = [
+ "deranged",
+ "itoa",
+ "powerfmt",
+ "serde",
+ "time-core",
+ "time-macros",
+]
+
+[[package]]
+name = "time-core"
+version = "0.1.2"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3"
+
+[[package]]
+name = "time-macros"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "4ad70d68dba9e1f8aceda7aa6711965dfec1cac869f311a51bd08b3a2ccbce20"
+dependencies = [
+ "time-core",
+]
+
 [[package]]
 name = "tinyvec"
 version = "1.6.0"
@@ -1167,9 +1701,9 @@ dependencies = [
  "parking_lot",
  "pin-project-lite",
  "signal-hook-registry",
- "socket2",
+ "socket2 0.5.5",
  "tokio-macros",
- "windows-sys",
+ "windows-sys 0.48.0",
 ]
 
 [[package]]
@@ -1183,6 +1717,16 @@ dependencies = [
  "syn",
 ]
 
+[[package]]
+name = "tokio-native-tls"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbae76ab933c85776efabc971569dd6119c580d8f5d448769dec1764bf796ef2"
+dependencies = [
+ "native-tls",
+ "tokio",
+]
+
 [[package]]
 name = "tokio-tungstenite"
 version = "0.20.1"
@@ -1235,7 +1779,7 @@ dependencies = [
  "bytes",
  "futures-util",
  "http 1.0.0",
- "http-body",
+ "http-body 1.0.0",
  "http-body-util",
  "http-range-header",
  "httpdate",
@@ -1324,6 +1868,12 @@ dependencies = [
  "tracing-log",
 ]
 
+[[package]]
+name = "try-lock"
+version = "0.2.5"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "e421abadd41a4225275504ea4d6566923418b7f05506fbc9c0fe86ba7396114b"
+
 [[package]]
 name = "tungstenite"
 version = "0.20.1"
@@ -1379,6 +1929,12 @@ dependencies = [
  "tinyvec",
 ]
 
+[[package]]
+name = "untrusted"
+version = "0.9.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
+
 [[package]]
 name = "url"
 version = "2.5.0"
@@ -1412,18 +1968,109 @@ version = "0.1.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "830b7e5d4d90034032940e4ace0d9a9a057e7a45cd94e6c007832e39edb82f6d"
 
+[[package]]
+name = "vcpkg"
+version = "0.2.15"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
+
 [[package]]
 name = "version_check"
 version = "0.9.4"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "49874b5167b65d7193b8aba1567f5c7d93d001cafc34600cee003eda787e483f"
 
+[[package]]
+name = "want"
+version = "0.3.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bfa7760aed19e106de2c7c0b581b509f2f25d3dacaf737cb82ac61bc6d760b0e"
+dependencies = [
+ "try-lock",
+]
+
 [[package]]
 name = "wasi"
 version = "0.11.0+wasi-snapshot-preview1"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9c8d87e72b64a3b4db28d11ce29237c246188f4f51057d65a7eab63b7987e423"
 
+[[package]]
+name = "wasm-bindgen"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0ed0d4f68a3015cc185aff4db9506a015f4b96f95303897bfa23f846db54064e"
+dependencies = [
+ "cfg-if",
+ "wasm-bindgen-macro",
+]
+
+[[package]]
+name = "wasm-bindgen-backend"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1b56f625e64f3a1084ded111c4d5f477df9f8c92df113852fa5a374dbda78826"
+dependencies = [
+ "bumpalo",
+ "log",
+ "once_cell",
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-futures"
+version = "0.4.39"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ac36a15a220124ac510204aec1c3e5db8a22ab06fd6706d881dc6149f8ed9a12"
+dependencies = [
+ "cfg-if",
+ "js-sys",
+ "wasm-bindgen",
+ "web-sys",
+]
+
+[[package]]
+name = "wasm-bindgen-macro"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "0162dbf37223cd2afce98f3d0785506dcb8d266223983e4b5b525859e6e182b2"
+dependencies = [
+ "quote",
+ "wasm-bindgen-macro-support",
+]
+
+[[package]]
+name = "wasm-bindgen-macro-support"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f0eb82fcb7930ae6219a7ecfd55b217f5f0893484b7a13022ebb2b2bf20b5283"
+dependencies = [
+ "proc-macro2",
+ "quote",
+ "syn",
+ "wasm-bindgen-backend",
+ "wasm-bindgen-shared",
+]
+
+[[package]]
+name = "wasm-bindgen-shared"
+version = "0.2.89"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "7ab9b36309365056cd639da3134bf87fa8f3d86008abf99e612384a6eecd459f"
+
+[[package]]
+name = "web-sys"
+version = "0.3.66"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "50c24a44ec86bb68fbecd1b3efed7e85ea5621b39b35ef2766b66cd984f8010f"
+dependencies = [
+ "js-sys",
+ "wasm-bindgen",
+]
+
 [[package]]
 name = "winapi"
 version = "0.3.9"
@@ -1446,13 +2093,31 @@ version = "0.4.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "712e227841d057c1ee1cd2fb22fa7e5a5461ae8e48fa2ca79ec42cfc1931183f"
 
+[[package]]
+name = "windows-core"
+version = "0.51.1"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "f1f8cf84f35d2db49a46868f947758c7a1138116f7fac3bc844f43ade1292e64"
+dependencies = [
+ "windows-targets 0.48.5",
+]
+
 [[package]]
 name = "windows-sys"
 version = "0.48.0"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "677d2418bec65e3338edb076e806bc1ec15693c5d0104683f2efe857f61056a9"
 dependencies = [
- "windows-targets",
+ "windows-targets 0.48.5",
+]
+
+[[package]]
+name = "windows-sys"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
+dependencies = [
+ "windows-targets 0.52.0",
 ]
 
 [[package]]
@@ -1461,13 +2126,28 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "9a2fa6e2155d7247be68c096456083145c183cbbbc2764150dda45a87197940c"
 dependencies = [
- "windows_aarch64_gnullvm",
- "windows_aarch64_msvc",
- "windows_i686_gnu",
- "windows_i686_msvc",
- "windows_x86_64_gnu",
- "windows_x86_64_gnullvm",
- "windows_x86_64_msvc",
+ "windows_aarch64_gnullvm 0.48.5",
+ "windows_aarch64_msvc 0.48.5",
+ "windows_i686_gnu 0.48.5",
+ "windows_i686_msvc 0.48.5",
+ "windows_x86_64_gnu 0.48.5",
+ "windows_x86_64_gnullvm 0.48.5",
+ "windows_x86_64_msvc 0.48.5",
+]
+
+[[package]]
+name = "windows-targets"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "8a18201040b24831fbb9e4eb208f8892e1f50a37feb53cc7ff887feb8f50e7cd"
+dependencies = [
+ "windows_aarch64_gnullvm 0.52.0",
+ "windows_aarch64_msvc 0.52.0",
+ "windows_i686_gnu 0.52.0",
+ "windows_i686_msvc 0.52.0",
+ "windows_x86_64_gnu 0.52.0",
+ "windows_x86_64_gnullvm 0.52.0",
+ "windows_x86_64_msvc 0.52.0",
 ]
 
 [[package]]
@@ -1476,38 +2156,90 @@ version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "2b38e32f0abccf9987a4e3079dfb67dcd799fb61361e53e2882c3cbaf0d905d8"
 
+[[package]]
+name = "windows_aarch64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "cb7764e35d4db8a7921e09562a0304bf2f93e0a51bfccee0bd0bb0b666b015ea"
+
 [[package]]
 name = "windows_aarch64_msvc"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "dc35310971f3b2dbbf3f0690a219f40e2d9afcf64f9ab7cc1be722937c26b4bc"
 
+[[package]]
+name = "windows_aarch64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "bbaa0368d4f1d2aaefc55b6fcfee13f41544ddf36801e793edbbfd7d7df075ef"
+
 [[package]]
 name = "windows_i686_gnu"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "a75915e7def60c94dcef72200b9a8e58e5091744960da64ec734a6c6e9b3743e"
 
+[[package]]
+name = "windows_i686_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "a28637cb1fa3560a16915793afb20081aba2c92ee8af57b4d5f28e4b3e7df313"
+
 [[package]]
 name = "windows_i686_msvc"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "8f55c233f70c4b27f66c523580f78f1004e8b5a8b659e05a4eb49d4166cca406"
 
+[[package]]
+name = "windows_i686_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "ffe5e8e31046ce6230cc7215707b816e339ff4d4d67c65dffa206fd0f7aa7b9a"
+
 [[package]]
 name = "windows_x86_64_gnu"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "53d40abd2583d23e4718fddf1ebec84dbff8381c07cae67ff7768bbf19c6718e"
 
+[[package]]
+name = "windows_x86_64_gnu"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "3d6fa32db2bc4a2f5abeacf2b69f7992cd09dca97498da74a151a3132c26befd"
+
 [[package]]
 name = "windows_x86_64_gnullvm"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "0b7b52767868a23d5bab768e390dc5f5c55825b6d30b86c844ff2dc7414044cc"
 
+[[package]]
+name = "windows_x86_64_gnullvm"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "1a657e1e9d3f514745a572a6846d3c7aa7dbe1658c056ed9c3344c4109a6949e"
+
 [[package]]
 name = "windows_x86_64_msvc"
 version = "0.48.5"
 source = "registry+https://github.com/rust-lang/crates.io-index"
 checksum = "ed94fce61571a4006852b7389a063ab983c02eb1bb37b47f8272ce92d06d9538"
+
+[[package]]
+name = "windows_x86_64_msvc"
+version = "0.52.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "dff9641d1cd4be8d1a070daf9e3773c5f67e78b4d9d42263020c057706765c04"
+
+[[package]]
+name = "winreg"
+version = "0.50.0"
+source = "registry+https://github.com/rust-lang/crates.io-index"
+checksum = "524e57b2c537c0f9b1e69f1965311ec12182b4122e45035b1508cd24d2adadb1"
+dependencies = [
+ "cfg-if",
+ "windows-sys 0.48.0",
+]
diff --git a/quadratic-multiplayer/Cargo.toml b/quadratic-multiplayer/Cargo.toml
index 35660f7b5c..5cd7979b3b 100644
--- a/quadratic-multiplayer/Cargo.toml
+++ b/quadratic-multiplayer/Cargo.toml
@@ -8,11 +8,16 @@ authors = ["David DiMaria <david.dimaria@quadratichq.com>"]
 anyhow = "1.0.75"
 axum = { version = "0.7.1", features = ["ws"] }
 axum-extra = { version = "0.9.0", features = ["typed-header"] }
+chrono = { version= "0.4.31", features = ["serde"] }
 dotenv = "0.15.0"
 envy = "0.4.2"
 futures = "0.3.29"
 futures-util = { version = "0.3.29", default-features = false, features = ["sink", "std"] }
 headers = "0.4.0"
+jsonwebtoken = "9.2.0"
+quadratic-core = { path = "../quadratic-core" }
+reqwest = { version = "0.11.22", features = ["json", "serde_json"] }
+rust-shared = { path = "../rust-shared" }
 serde = { version = "1.0.193", features = ["derive"] }
 serde_json = "1.0.108"
 tokio = { version = "1.34.0", features = ["full"] }
@@ -25,3 +30,4 @@ uuid = { version = "1.6.1", features = ["serde", "v4"] }
 
 [dev-dependencies]
 fake = { version = "2.9.1", features = ["derive"] }
+mockall = "0.12.0"
diff --git a/quadratic-multiplayer/README.md b/quadratic-multiplayer/README.md
index 6f6139180a..309621fa78 100644
--- a/quadratic-multiplayer/README.md
+++ b/quadratic-multiplayer/README.md
@@ -68,17 +68,6 @@ Signals that a user has entered the room
 
 #### Request
 
-```rust
-EnterRoom {
-    r#type: String,
-    user_id: Uuid,
-    file_id: Uuid,
-    first_name: String,
-    last_name: String,
-    image: String,
-},
-```
-
 JSON:
 
 ```json
@@ -94,23 +83,6 @@ JSON:
 
 #### Response
 
-```rust
-User {
-    id: Uuid,
-    first_name: String,
-    last_name: String,
-    image: String,
-}
-
-Room {
-    r#type: String,
-    room: {
-        file_id: Uuid,
-        users: HashMap<Uuid, User>,
-    },
-},
-```
-
 JSON:
 
 ```json
@@ -134,23 +106,48 @@ JSON:
 }
 ```
 
-### MouseMove
+### Leave Room
 
-Signals that a user in a room moved their mouse.
+Signals that a user leaves a room
 
 #### Request
 
-Rust:
+JSON:
+
+```json
+{
+  "type": "LeaveRoom",
+  "user_id": "00000000-0000-0000-0000-000000000000",
+  "file_id": "00000000-0000-0000-0000-000000000001"
+}
+```
+
+#### Response
+
+JSON:
 
-```rust
-MouseMove {
-    user_id: Uuid,
-    file_id: Uuid,
-    x: f64,
-    y: f64,
-},
+```json
+{
+  "type":"Room",
+  "room":{
+    "file_id":"00000000-0000-0000-0000-000000000001",
+    "users":{
+      "00000000-0000-0000-0000-000000000002":{
+        "first_name":"David",
+        "last_name":"Figatner",
+        "image":"https://lh3.googleusercontent.com/a/ACg8ocLcJuKVkU7-Zr67hinRLyzgO_o3VOeMlOA17HcOlKe1fQ=s96-c"
+      }
+    }
+  }
+}
 ```
 
+### MouseMove
+
+Signals that a user in a room moved their mouse.
+
+#### Request
+
 JSON:
 
 ```json
@@ -165,17 +162,6 @@ JSON:
 
 #### Response
 
-Rust:
-
-```rust
-MouseMove {
-    user_id: Uuid,
-    file_id: Uuid,
-    x: f64,
-    y: f64,
-},
-```
-
 JSON:
 
 ```json
@@ -187,3 +173,28 @@ JSON:
   "y": 10
 }
 ```
+
+
+### Heartbeat
+
+Signals that a user is still active in a room
+
+#### Request
+
+JSON:
+
+```json
+{
+  "type": "Heartbeat",
+  "user_id": "00000000-0000-0000-0000-000000000000",
+  "file_id": "00000000-0000-0000-0000-000000000001",
+}
+```
+
+#### Response
+
+JSON:
+
+```json
+{}
+```
diff --git a/quadratic-multiplayer/app.json b/quadratic-multiplayer/app.json
new file mode 100644
index 0000000000..2faa180a9a
--- /dev/null
+++ b/quadratic-multiplayer/app.json
@@ -0,0 +1,7 @@
+{
+  "buildpacks": [
+    {
+      "url": "https://github.com/ph3nx/heroku-binary-buildpack.git"
+    }
+  ]
+}
diff --git a/quadratic-multiplayer/package.json b/quadratic-multiplayer/package.json
index be8a0ae141..ca2a532cd7 100644
--- a/quadratic-multiplayer/package.json
+++ b/quadratic-multiplayer/package.json
@@ -11,9 +11,9 @@
     "test": "cargo test",
     "test:watch": "RUST_LOG=info cargo watch -x 'test'",
     "lint": "cargo clippy --all-targets --all-features -- -D warnings",
+    "coverage": "npm run coverage:gen && npm run coverage:html && npm run coverage:view",
     "coverage:gen": "CARGO_INCREMENTAL=0 RUSTFLAGS='-Cinstrument-coverage' LLVM_PROFILE_FILE='coverage/cargo-test-%p-%m.profraw' cargo test",
-    "coverage:html": "grcov . --binary-path ./target/debug/deps/ -s . -t html --branch --ignore-not-existing --ignore 'src/main.rs' -o coverage/html",
+    "coverage:html": "grcov . --binary-path ./target/debug/deps/ -s . -t html --branch --ignore-not-existing --ignore '../*' --ignore '/*' -o coverage/html",
     "coverage:view": "open coverage/html/index.html"
-
   }
 }
diff --git a/quadratic-multiplayer/src/auth.rs b/quadratic-multiplayer/src/auth.rs
new file mode 100644
index 0000000000..3a22f8eb29
--- /dev/null
+++ b/quadratic-multiplayer/src/auth.rs
@@ -0,0 +1,82 @@
+use anyhow::{anyhow, bail, Result};
+use jsonwebtoken::jwk::AlgorithmParameters;
+use jsonwebtoken::{decode, decode_header, jwk, Algorithm, DecodingKey, TokenData, Validation};
+use std::collections::HashMap;
+use std::str::FromStr;
+
+/// Get the JWK set from a given URL.
+pub(crate) async fn get_jwks(url: &str) -> Result<jwk::JwkSet> {
+    let jwks = reqwest::get(url).await?.json::<jwk::JwkSet>().await?;
+
+    Ok(jwks)
+}
+
+/// Authorize a JWT token using a given JWK set.
+pub(crate) fn authorize(
+    jwks: &jwk::JwkSet,
+    token: &str,
+    validate_aud: bool,
+    validate_exp: bool,
+) -> Result<TokenData<HashMap<String, serde_json::Value>>> {
+    let header = decode_header(token)?;
+    let decoded_token;
+    let kid = header
+        .kid
+        .ok_or_else(|| anyhow!("Token doesn't have a `kid` header field"))?;
+
+    // Validate the JWT using an algorithm.  The algorithm needs to be RSA.
+    if let Some(jwk) = jwks.find(&kid) {
+        match &jwk.algorithm {
+            AlgorithmParameters::RSA(rsa) => {
+                let decoding_key = DecodingKey::from_rsa_components(&rsa.n, &rsa.e)?;
+                let key_algorithm = jwk
+                    .common
+                    .key_algorithm
+                    .ok_or_else(|| anyhow!("Invalid key algorithm"))?
+                    .to_string();
+
+                let mut validation = Validation::new(Algorithm::from_str(&key_algorithm)?);
+                validation.validate_exp = validate_exp;
+                validation.validate_aud = validate_aud;
+
+                decoded_token = decode::<HashMap<String, serde_json::Value>>(
+                    token,
+                    &decoding_key,
+                    &validation,
+                )?;
+            }
+            _ => bail!("Unsupported algorithm, should be RSA"),
+        }
+    } else {
+        bail!("No matching JWK found for the given kid");
+    }
+
+    Ok(decoded_token)
+}
+
+#[cfg(test)]
+pub(crate) mod tests {
+    use crate::test_util::assert_anyhow_error;
+
+    use super::*;
+
+    const TOKEN: &str = "eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCIsImtpZCI6IjFaNTdkX2k3VEU2S1RZNTdwS3pEeSJ9.eyJpc3MiOiJodHRwczovL2Rldi1kdXp5YXlrNC5ldS5hdXRoMC5jb20vIiwic3ViIjoiNDNxbW44c281R3VFU0U1N0Fkb3BhN09jYTZXeVNidmRAY2xpZW50cyIsImF1ZCI6Imh0dHBzOi8vZGV2LWR1enlheWs0LmV1LmF1dGgwLmNvbS9hcGkvdjIvIiwiaWF0IjoxNjIzNTg1MzAxLCJleHAiOjE2MjM2NzE3MDEsImF6cCI6IjQzcW1uOHNvNUd1RVNFNTdBZG9wYTdPY2E2V3lTYnZkIiwic2NvcGUiOiJyZWFkOnVzZXJzIiwiZ3R5IjoiY2xpZW50LWNyZWRlbnRpYWxzIn0.0MpewU1GgvRqn4F8fK_-Eu70cUgWA5JJrdbJhkCPCxXP-8WwfI-qx1ZQg2a7nbjXICYAEl-Z6z4opgy-H5fn35wGP0wywDqZpqL35IPqx6d0wRvpPMjJM75zVXuIjk7cEhDr2kaf1LOY9auWUwGzPiDB_wM-R0uvUMeRPMfrHaVN73xhAuQWVjCRBHvNscYS5-i6qBQKDMsql87dwR72DgHzMlaC8NnaGREBC-xiSamesqhKPVyGzSkFSaF3ZKpGrSDapqmHkNW9RDBE3GQ9OHM33vzUdVKOjU1g9Leb9PDt0o1U4p3NQoGJPShQ6zgWSUEaqvUZTfkbpD_DoYDRxA";
+    const JWKS: &str = r#"
+{"keys":[{"alg":"RS256","kty":"RSA","use":"sig","n":"2V31IZF-EY2GxXQPI5OaEE--sezizPamNZDW9AjBE2cCErfufM312nT2jUsCnfjsXnh6Z_b-ncOMr97zIZkq1ofU7avemv8nX7NpKmoPBpVrMPprOax2-e3wt-bSfFLIHyghjFLKpkT0LOL_Fimi7xY-J86R06WHojLo3yGzAgQCswZmD4CFf6NcBWDcb6l6kx5vk_AdzHIkVEZH4aikUL_fn3zq5qbE25oOg6pT7F7Pp4zdHOAEKnIRS8tvP8tvvVRkUCrjBxz_Kx6Ne1YOD-fkIMRk_MgIWeKZZzZOYx4VrC0vqYiM-PcKWbNdt1kNoTHOeL06XZeSE6WPZ3VB1Q","e":"AQAB","kid":"1Z57d_i7TE6KTY57pKzDy","x5t":"1gA-aTE9VglLXZnrqvzwWhHsFdk","x5c":["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"]},{"alg":"RS256","kty":"RSA","use":"sig","n":"0KDpAuJZyDwPg9CfKi0R3QwDROyH0rvd39lmAoqQNqtYPghDToxFMDLpul0QHttbofHPJMKrPfeEFEOvw7KJgelCHZmckVKaz0e4tfu_2Uvw2kFljCmJGfspUU3mXxLyEea9Ef9JqUru6L8f_0_JIDMT3dceqU5ZqbG8u6-HRgRQ5Jqc_fF29Xyw3gxNP_Q46nsp_0yE68UZE1iPy1om0mpu8mpsY1-Nbvm51C8i4_tFQHdUXbhF4cjAoR0gZFNkzr7FCrL4On0hKeLcvxIHD17SxaBsTuCBGd35g7TmXsA4hSimD9taRHA-SkXh558JG5dr-YV9x80qjeSAvTyjcQ","e":"AQAB","kid":"v2HFn4VqJB-U4vtQRJ3Ql","x5t":"AhUBZjtsFdx7C1PFtWAJ756bo5k","x5c":["MIIDDTCCAfWgAwIBAgIJSSFLkuG8uAM8MA0GCSqGSIb3DQEBCwUAMCQxIjAgBgNVBAMTGWRldi1kdXp5YXlrNC5ldS5hdXRoMC5jb20wHhcNMjEwNjEzMDcxMTQ2WhcNMzUwMjIwMDcxMTQ2WjAkMSIwIAYDVQQDExlkZXYtZHV6eWF5azQuZXUuYXV0aDAuY29tMIIBIjANBgkqhkiG9w0BAQEFAAOCAQ8AMIIBCgKCAQEA0KDpAuJZyDwPg9CfKi0R3QwDROyH0rvd39lmAoqQNqtYPghDToxFMDLpul0QHttbofHPJMKrPfeEFEOvw7KJgelCHZmckVKaz0e4tfu/2Uvw2kFljCmJGfspUU3mXxLyEea9Ef9JqUru6L8f/0/JIDMT3dceqU5ZqbG8u6+HRgRQ5Jqc/fF29Xyw3gxNP/Q46nsp/0yE68UZE1iPy1om0mpu8mpsY1+Nbvm51C8i4/tFQHdUXbhF4cjAoR0gZFNkzr7FCrL4On0hKeLcvxIHD17SxaBsTuCBGd35g7TmXsA4hSimD9taRHA+SkXh558JG5dr+YV9x80qjeSAvTyjcQIDAQABo0IwQDAPBgNVHRMBAf8EBTADAQH/MB0GA1UdDgQWBBSEkRwvkyYzzzY/jPd1n7/1VRQNdzAOBgNVHQ8BAf8EBAMCAoQwDQYJKoZIhvcNAQELBQADggEBAGtdl7QwzpaWZjbmd6UINAIlpuWIo2v4EJD9kGan/tUZTiUdBaJVwFHOkLRsbZHc5PmBB5IryjOcrqsmKvFdo6wUZA92qTuQVZrOTea07msOKSWE6yRUh1/VCXH2+vAiB9A4DFZ23WpZikBR+DmiD8NGwVgAwWw9jM6pe7ODY+qxFXGjQdTCHcDdbqG2160nKEHCBvjR1Sc/F0pzHPv8CBJCyGAPTCXX42sKZI92pPzdKSmNNijCuIEYLsjzKVxaUuwEqIshk3mYeu6im4VmXXFj+MlyMsusVWi2py7fGFadamzyiV/bxZe+4xzzrRG1Kow/WnVEizfTdEzFXO6YikE="]}]}
+"#;
+
+    #[tokio::test]
+    async fn test_authorize() {
+        let jwks: jwk::JwkSet = serde_json::from_str(JWKS).unwrap();
+        let result = authorize(&jwks, TOKEN, false, false);
+        assert!(result.is_ok());
+
+        // invalid audience causes error
+        let result = authorize(&jwks, TOKEN, true, false);
+        assert_anyhow_error(result, "InvalidAudience");
+
+        // past expiration causes error
+        let result = authorize(&jwks, TOKEN, false, true);
+        assert_anyhow_error(result, "ExpiredSignature");
+    }
+}
diff --git a/quadratic-multiplayer/src/background_worker.rs b/quadratic-multiplayer/src/background_worker.rs
new file mode 100644
index 0000000000..eb864f07f7
--- /dev/null
+++ b/quadratic-multiplayer/src/background_worker.rs
@@ -0,0 +1,141 @@
+use anyhow::{anyhow, Result};
+use std::{sync::Arc, time::Duration};
+use tokio::{task::JoinHandle, time};
+use uuid::Uuid;
+
+use crate::{
+    message::{broadcast, response::MessageResponse},
+    state::{room::Room, State},
+};
+
+/// In a separate thread:
+///   * Broadcast sequence number to all users in the room
+///   * Check for stale users in rooms and remove them.
+#[tracing::instrument(level = "trace")]
+pub(crate) async fn start(state: Arc<State>, heartbeat_check_s: i64, heartbeat_timeout_s: i64) {
+    let state = Arc::clone(&state);
+
+    tokio::spawn(async move {
+        let mut interval = time::interval(Duration::from_millis(heartbeat_check_s as u64 * 1000));
+        let rooms = state.rooms.lock().await.clone();
+
+        loop {
+            for (file_id, room) in rooms.iter() {
+                // broadcast sequence number to all users in the room
+                if let Err(error) =
+                    broadcast_sequence_num(Arc::clone(&state), file_id.to_owned()).await
+                {
+                    tracing::warn!("Error broadcasting sequence number: {:?}", error);
+                }
+
+                // remove stale users in the room
+                if let Err(error) = remove_stale_users_in_room(
+                    Arc::clone(&state),
+                    file_id,
+                    room,
+                    heartbeat_timeout_s,
+                )
+                .await
+                {
+                    tracing::warn!(
+                        "Error removing stale users from room {file_id}: {:?}",
+                        error
+                    );
+                }
+            }
+
+            interval.tick().await;
+        }
+    });
+}
+
+// broadcast sequence number to all users in the room
+async fn broadcast_sequence_num(state: Arc<State>, file_id: Uuid) -> Result<JoinHandle<()>> {
+    let sequence_num = state
+        .transaction_queue
+        .lock()
+        .await
+        .get_sequence_num(file_id.to_owned())?;
+
+    Ok(broadcast(
+        vec![],
+        file_id.to_owned(),
+        Arc::clone(&state),
+        MessageResponse::CurrentTransaction { sequence_num },
+    ))
+}
+
+// remove stale users in the room
+#[tracing::instrument(level = "trace")]
+async fn remove_stale_users_in_room(
+    state: Arc<State>,
+    file_id: &Uuid,
+    room: &Room,
+    heartbeat_timeout_s: i64,
+) -> Result<JoinHandle<()>> {
+    let (num_removed, num_remaining) = state
+        .remove_stale_users_in_room(file_id.to_owned(), heartbeat_timeout_s)
+        .await?;
+
+    tracing::info!("Checking heartbeats in room {file_id} ({num_remaining} remaining in room)");
+
+    if num_removed > 0 {
+        return Ok(broadcast(
+            vec![],
+            file_id.to_owned(),
+            Arc::clone(&state),
+            MessageResponse::from(room.to_owned()),
+        ));
+    }
+
+    Err(anyhow!("Error removing stale users from room {file_id}"))
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::test_util::{add_new_user_to_room, grid_setup, operation};
+
+    use super::*;
+
+    #[tokio::test]
+    async fn broadcast_sequence_num() {
+        let state = Arc::new(State::new());
+        let file_id = Uuid::new_v4();
+        let mut grid = grid_setup();
+        let transaction_id_1 = Uuid::new_v4();
+        let operations_1 = operation(&mut grid, 0, 0, "1");
+
+        state.transaction_queue.lock().await.push(
+            transaction_id_1,
+            file_id,
+            vec![operations_1.clone()],
+        );
+
+        super::broadcast_sequence_num(state, file_id)
+            .await
+            .unwrap()
+            .await
+            .unwrap();
+    }
+
+    #[tokio::test]
+    async fn remove_stale_users_in_room() {
+        let state = Arc::new(State::new());
+        let file_id = Uuid::new_v4();
+        let connection_id = Uuid::new_v4();
+        let user = add_new_user_to_room(file_id, state.clone(), connection_id).await;
+
+        let room = state.get_room(&file_id).await.unwrap();
+        assert_eq!(room.users.get(&user.session_id), Some(&user));
+
+        super::remove_stale_users_in_room(state.clone(), &file_id, &room, -1)
+            .await
+            .unwrap()
+            .await
+            .unwrap();
+
+        // user was removed from the room and the room was closed
+        let room = state.get_room(&file_id).await;
+        assert!(room.is_err());
+    }
+}
diff --git a/quadratic-multiplayer/src/config.rs b/quadratic-multiplayer/src/config.rs
index 7255229972..828e0f5f08 100644
--- a/quadratic-multiplayer/src/config.rs
+++ b/quadratic-multiplayer/src/config.rs
@@ -13,6 +13,10 @@ use serde::Deserialize;
 pub(crate) struct Config {
     pub(crate) host: String,
     pub(crate) port: String,
+    pub(crate) auth0_jwks_uri: String,
+    pub(crate) heartbeat_check_s: i64,
+    pub(crate) heartbeat_timeout_s: i64,
+    pub(crate) authenticate_jwt: bool,
 }
 
 /// Load the global configuration from the environment into Config.
diff --git a/quadratic-multiplayer/src/file.rs b/quadratic-multiplayer/src/file.rs
new file mode 100644
index 0000000000..fbd868fc5c
--- /dev/null
+++ b/quadratic-multiplayer/src/file.rs
@@ -0,0 +1,60 @@
+use anyhow::Result;
+use quadratic_core::{
+    controller::{
+        operations::operation::Operation, transaction_summary::TransactionSummary, GridController,
+    },
+    grid::{file::import, Grid},
+};
+
+/// Load a .grid file
+pub(crate) fn _load_file(file: &str) -> Result<Grid> {
+    import(file)
+}
+
+/// Apply a stringified vec of operations to the grid
+pub(crate) fn _apply_string_operations(
+    grid: &mut GridController,
+    operations: String,
+) -> Result<TransactionSummary> {
+    let operations: Vec<Operation> = serde_json::from_str(&operations)?;
+
+    _apply_operations(grid, operations)
+}
+
+/// Apply a vec of operations to the grid
+pub(crate) fn _apply_operations(
+    grid: &mut GridController,
+    operations: Vec<Operation>,
+) -> Result<TransactionSummary> {
+    Ok(grid.apply_received_transaction(operations))
+}
+
+#[cfg(test)]
+mod tests {
+    use quadratic_core::test_util::assert_cell_value;
+    use quadratic_core::{Array, CellValue, SheetPos};
+
+    use super::*;
+
+    #[test]
+    fn loads_a_file() {
+        let file =
+            _load_file(include_str!("../../rust-shared/data/grid/v1_4_simple.grid")).unwrap();
+
+        let mut grid = GridController::from_grid(file);
+        let sheet_id = grid.sheet_ids().first().unwrap().to_owned();
+        let sheet_rect = SheetPos {
+            x: 0,
+            y: 0,
+            sheet_id,
+        }
+        .into();
+        let value = CellValue::Text("hello".to_string());
+        let values = Array::from(value);
+        let operation = Operation::SetCellValues { sheet_rect, values };
+
+        let _ = _apply_operations(&mut grid, vec![operation]);
+
+        assert_cell_value(&grid, sheet_id, 0, 0, "hello");
+    }
+}
diff --git a/quadratic-multiplayer/src/main.rs b/quadratic-multiplayer/src/main.rs
index 381bc51d65..fb0a12c4fc 100644
--- a/quadratic-multiplayer/src/main.rs
+++ b/quadratic-multiplayer/src/main.rs
@@ -3,7 +3,10 @@
 //! A multiplayer server for Quadratic.  Supports user presence and mouse
 //! tracking for a shared file.
 
+mod auth;
+mod background_worker;
 mod config;
+mod file;
 mod message;
 mod server;
 mod state;
diff --git a/quadratic-multiplayer/src/message.rs b/quadratic-multiplayer/src/message.rs
deleted file mode 100644
index e13f94f317..0000000000
--- a/quadratic-multiplayer/src/message.rs
+++ /dev/null
@@ -1,263 +0,0 @@
-//! Websocket Message Handler
-//!
-//! A central place for handling websocket messages.  This module is
-//! responsible for incoming requests and outgoing responses.  Since
-//! socket information is stored in the global state, we can broadcast
-//! to all users in a room.
-
-use std::sync::Arc;
-
-use anyhow::Result;
-use axum::extract::ws::{Message, WebSocket};
-use futures_util::stream::SplitSink;
-use futures_util::SinkExt;
-use serde::{Deserialize, Serialize};
-use tokio::sync::Mutex;
-use uuid::Uuid;
-
-use crate::state::{Room, State, User};
-
-// NOTE: needs to be kept in sync with multiplayerTypes.ts
-#[derive(Serialize, Deserialize, Debug, PartialEq)]
-#[serde(tag = "type")]
-pub(crate) enum MessageRequest {
-    EnterRoom {
-        user_id: String,
-        file_id: Uuid,
-        first_name: String,
-        last_name: String,
-        image: String,
-    },
-    MouseMove {
-        user_id: String,
-        file_id: Uuid,
-        x: Option<f64>,
-        y: Option<f64>,
-    },
-    ChangeSelection {
-        user_id: String,
-        file_id: Uuid,
-        selection: String,
-    },
-    Transaction {
-        user_id: String,
-        file_id: Uuid,
-
-        // todo: this is a stringified Vec<Operation>. Eventually, Operation should be a shared type.
-        operations: String,
-    },
-}
-
-// NOTE: needs to be kept in sync with multiplayerTypes.ts
-#[derive(Serialize, Debug, Clone, PartialEq)]
-#[serde(tag = "type")]
-pub(crate) enum MessageResponse {
-    Room {
-        room: Room,
-    },
-    MouseMove {
-        user_id: String,
-        file_id: Uuid,
-        x: Option<f64>,
-        y: Option<f64>,
-    },
-    ChangeSelection {
-        user_id: String,
-        file_id: Uuid,
-        selection: String,
-    },
-    Transaction {
-        user_id: String,
-        file_id: Uuid,
-
-        // todo: this is a stringified Vec<Operation>. Eventually, Operation should be a shared type.
-        operations: String,
-    },
-}
-
-/// Handle incoming messages.  All requests and responses are strictly typed.
-pub(crate) async fn handle_message(
-    request: MessageRequest,
-    state: Arc<State>,
-    sender: Arc<Mutex<SplitSink<WebSocket, Message>>>,
-) -> Result<MessageResponse> {
-    tracing::trace!("Handling message {:?}", request);
-
-    match request {
-        // User enters a room.
-        MessageRequest::EnterRoom {
-            user_id,
-            file_id,
-            first_name,
-            last_name,
-            image,
-        } => {
-            let user = User {
-                id: user_id,
-                first_name,
-                last_name,
-                image,
-                socket: Some(Arc::clone(&sender)),
-            };
-            let user_id = user.id.clone();
-            let is_new = state.enter_room(file_id, &user).await;
-            let room = state.get_room(&file_id).await?;
-            let response = MessageResponse::Room { room };
-            tracing::info!("user {} entered room", user.id);
-
-            // only broadcast if the user is new to the room
-            if is_new {
-                broadcast(user_id, file_id, Arc::clone(&state), response.clone())?;
-            }
-
-            Ok(response)
-        }
-
-        // User moves their mouse
-        MessageRequest::MouseMove {
-            user_id,
-            file_id,
-            x,
-            y,
-        } => {
-            let response = MessageResponse::MouseMove {
-                user_id: user_id.clone(),
-                file_id,
-                x,
-                y,
-            };
-
-            broadcast(user_id, file_id, Arc::clone(&state), response.clone())?;
-
-            Ok(response)
-        }
-
-        // User changes their selection
-        MessageRequest::ChangeSelection {
-            user_id,
-            file_id,
-            selection,
-        } => {
-            let response = MessageResponse::ChangeSelection {
-                user_id: user_id.clone(),
-                file_id,
-                selection,
-            };
-
-            broadcast(user_id, file_id, Arc::clone(&state), response.clone())?;
-
-            Ok(response)
-        }
-
-        // User sends transactions
-        MessageRequest::Transaction {
-            user_id,
-            file_id,
-            operations,
-        } => {
-            let response = MessageResponse::Transaction {
-                user_id: user_id.clone(),
-                file_id,
-                operations,
-            };
-
-            broadcast(user_id, file_id, Arc::clone(&state), response.clone())?;
-
-            Ok(response)
-        }
-    }
-}
-
-/// Broadcast a message to all users in a room except the sender.
-/// All messages are sent in a separate thread.
-pub(crate) fn broadcast(
-    user_id: String,
-    file_id: Uuid,
-    state: Arc<State>,
-    message: MessageResponse,
-) -> Result<()> {
-    tokio::spawn(async move {
-        let result = async {
-            for (_, user) in state
-                .get_room(&file_id)
-                .await?
-                .users
-                .iter()
-                // todo: this is not working :(
-                .filter(|(_, user)| user_id != user.id)
-            {
-                if let Some(sender) = &user.socket {
-                    sender
-                        .lock()
-                        .await
-                        .send(Message::Text(serde_json::to_string(&message)?))
-                        .await?;
-                }
-            }
-
-            Ok::<_, anyhow::Error>(())
-        };
-
-        if let Err(e) = result.await {
-            tracing::error!("Error broadcasting message: {:?}", e);
-        }
-    });
-
-    Ok(())
-}
-
-#[cfg(test)]
-pub(crate) mod tests {
-
-    use super::*;
-    use crate::test_util::add_new_user_to_room;
-
-    #[tokio::test]
-    async fn test_mouse_move() {
-        let state = Arc::new(State::new());
-        let file_id = Uuid::new_v4();
-        let user_1 = add_new_user_to_room(file_id, state.clone()).await;
-        let _user_2 = add_new_user_to_room(file_id, state.clone()).await;
-        let message = MessageResponse::MouseMove {
-            user_id: user_1.id.clone(),
-            file_id,
-            x: Some(10f64),
-            y: Some(10f64),
-        };
-        broadcast(user_1.id.clone(), file_id, state, message).unwrap();
-
-        // TODO(ddimaria): mock the splitsink sender to test the actual sending
-    }
-
-    #[tokio::test]
-    async fn test_change_selection() {
-        let state = Arc::new(State::new());
-        let file_id = Uuid::new_v4();
-        let user_1 = add_new_user_to_room(file_id, state.clone()).await;
-        let _user_2 = add_new_user_to_room(file_id, state.clone()).await;
-        let message = MessageResponse::ChangeSelection {
-            user_id: user_1.id.clone(),
-            file_id: file_id,
-            selection: "test".to_string(),
-        };
-        broadcast(user_1.id.clone(), file_id, state, message).unwrap();
-
-        // TODO(ddimaria): mock the splitsink sender to test the actual sending
-    }
-
-    #[tokio::test]
-    async fn test_transaction() {
-        let state = Arc::new(State::new());
-        let file_id = Uuid::new_v4();
-        let user_1 = add_new_user_to_room(file_id, state.clone()).await;
-        let _user_2 = add_new_user_to_room(file_id, state.clone()).await;
-        let message = MessageResponse::Transaction {
-            user_id: user_1.id.clone(),
-            file_id: file_id,
-            operations: "test".to_string(),
-        };
-        broadcast(user_1.id.clone(), file_id, state, message).unwrap();
-
-        // TODO(ddimaria): mock the splitsink sender to test the actual sending
-    }
-}
diff --git a/quadratic-multiplayer/src/message/handle.rs b/quadratic-multiplayer/src/message/handle.rs
new file mode 100644
index 0000000000..88ccbc1a26
--- /dev/null
+++ b/quadratic-multiplayer/src/message/handle.rs
@@ -0,0 +1,358 @@
+//! Websocket Message Handler
+//!
+//! A central place for handling websocket messages.  This module is
+//! responsible for incoming requests and outgoing responses.  Since
+//! socket information is stored in the global state, we can broadcast
+//! to all users in a room.
+
+use anyhow::Result;
+use axum::extract::ws::{Message, WebSocket};
+use futures_util::stream::SplitSink;
+use std::sync::Arc;
+use tokio::sync::Mutex;
+use uuid::Uuid;
+
+use crate::message::{broadcast, request::MessageRequest, response::MessageResponse};
+use crate::state::user::UserState;
+use crate::state::{user::User, State};
+
+/// Handle incoming messages.  All requests and responses are strictly typed.
+#[tracing::instrument(level = "trace")]
+pub(crate) async fn handle_message(
+    request: MessageRequest,
+    state: Arc<State>,
+    sender: Arc<Mutex<SplitSink<WebSocket, Message>>>,
+    connection_id: Uuid,
+) -> Result<Option<MessageResponse>> {
+    tracing::trace!("Handling message {:?}", request);
+
+    match request {
+        // User enters a room.
+        MessageRequest::EnterRoom {
+            session_id,
+            user_id,
+            file_id,
+            first_name,
+            last_name,
+            email,
+            image,
+            sheet_id,
+            selection,
+            cell_edit,
+            viewport,
+        } => {
+            let user_state = UserState {
+                sheet_id,
+                selection,
+                cell_edit,
+                x: 0.0,
+                y: 0.0,
+                visible: false,
+                viewport,
+            };
+
+            let user = User {
+                user_id,
+                session_id,
+                first_name,
+                last_name,
+                email,
+                image,
+                state: user_state,
+                socket: Some(Arc::clone(&sender)),
+                last_heartbeat: chrono::Utc::now(),
+            };
+
+            let is_new = state.enter_room(file_id, &user, connection_id).await;
+
+            // only broadcast if the user is new to the room
+            if is_new {
+                let room = state.get_room(&file_id).await?;
+                let response = MessageResponse::from(room.to_owned());
+
+                broadcast(vec![], file_id, Arc::clone(&state), response);
+            }
+
+            Ok(None)
+        }
+
+        // User leaves a room
+        MessageRequest::LeaveRoom {
+            session_id,
+            file_id,
+        } => {
+            let is_not_empty = state.leave_room(file_id, &session_id).await?;
+            let room = state.get_room(&file_id).await?;
+
+            if is_not_empty {
+                let response = MessageResponse::from(room.to_owned());
+                broadcast(vec![session_id], file_id, Arc::clone(&state), response);
+            }
+
+            Ok(None)
+        }
+
+        // User sends transactions
+        MessageRequest::Transaction {
+            id,
+            session_id,
+            file_id,
+            operations,
+        } => {
+            // update the heartbeat
+            state.update_user_heartbeat(file_id, &session_id).await?;
+
+            // add the transaction to the transaction queue
+            let sequence_num = state.transaction_queue.lock().await.push(
+                id,
+                file_id,
+                serde_json::from_str(&operations)?,
+            );
+
+            let response = MessageResponse::Transaction {
+                id,
+                file_id,
+                operations,
+                sequence_num,
+            };
+
+            // the user who sent the transaction should receive the transaction response
+            broadcast(vec![], file_id, Arc::clone(&state), response);
+
+            Ok(None)
+        }
+
+        // User sends transactions
+        MessageRequest::GetTransactions {
+            file_id,
+            session_id,
+            min_sequence_num,
+        } => {
+            // update the heartbeat
+            state.update_user_heartbeat(file_id, &session_id).await?;
+
+            // get transactions from the transaction queue
+            let transactions = state
+                .transaction_queue
+                .lock()
+                .await
+                .get_transactions_min_sequence_num(file_id, min_sequence_num)?;
+
+            let response = MessageResponse::Transactions { transactions };
+
+            Ok(Some(response))
+        }
+
+        MessageRequest::UserUpdate {
+            session_id,
+            file_id,
+            update,
+        } => {
+            // update the heartbeat
+            state.update_user_heartbeat(file_id, &session_id).await?;
+
+            // update user state
+            state
+                .update_user_state(&file_id, &session_id, &update)
+                .await?;
+            let response = MessageResponse::UserUpdate {
+                session_id,
+                file_id,
+                update,
+            };
+
+            broadcast(vec![session_id], file_id, Arc::clone(&state), response);
+
+            Ok(None)
+        }
+
+        // User sends a heartbeat
+        MessageRequest::Heartbeat {
+            session_id,
+            file_id,
+        } => {
+            // update the heartbeat
+            state.update_user_heartbeat(file_id, &session_id).await?;
+            Ok(None)
+        }
+    }
+}
+
+#[cfg(test)]
+pub(crate) mod tests {
+
+    use super::*;
+    use crate::state::user::{CellEdit, UserStateUpdate};
+    use crate::test_util::add_new_user_to_room;
+
+    async fn setup() -> (Arc<State>, Uuid, User) {
+        let state = Arc::new(State::new());
+        let connection_id = Uuid::new_v4();
+        let file_id = Uuid::new_v4();
+        let user_1 = add_new_user_to_room(file_id, state.clone(), connection_id).await;
+
+        (state, file_id, user_1)
+    }
+
+    #[tokio::test]
+    async fn test_update_state() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                sheet_id: None,
+                selection: Some("selection".to_string()),
+                x: Some(1.0),
+                y: Some(2.0),
+                visible: Some(true),
+                cell_edit: None,
+                viewport: None,
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_change_selection() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                selection: Some("test".to_string()),
+                sheet_id: None,
+                x: None,
+                y: None,
+                visible: None,
+                cell_edit: None,
+                viewport: None,
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_change_visibility() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                selection: None,
+                sheet_id: None,
+                x: None,
+                y: None,
+                visible: Some(false),
+                cell_edit: None,
+                viewport: None,
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_change_sheet() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                selection: None,
+                sheet_id: Some(Uuid::new_v4()),
+                x: None,
+                y: None,
+                visible: None,
+                cell_edit: None,
+                viewport: None,
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_change_cell_edit() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                selection: None,
+                sheet_id: None,
+                x: None,
+                y: None,
+                visible: None,
+                cell_edit: Some(CellEdit {
+                    text: "test".to_string(),
+                    cursor: 0,
+                    active: true,
+                    code_editor: false,
+                    bold: None,
+                    italic: None,
+                }),
+                viewport: None,
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_change_viewport() {
+        let (state, file_id, user_1) = setup().await;
+        let message = MessageResponse::UserUpdate {
+            session_id: user_1.session_id,
+            file_id,
+            update: UserStateUpdate {
+                selection: None,
+                sheet_id: None,
+                x: None,
+                y: None,
+                visible: None,
+                cell_edit: None,
+                viewport: Some("viewport".to_string()),
+            },
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+
+    #[tokio::test]
+    async fn test_transaction() {
+        let (state, file_id, user_1) = setup().await;
+        let id = Uuid::new_v4();
+        let message = MessageResponse::Transaction {
+            id,
+            file_id,
+            operations: "test".to_string(),
+            sequence_num: 1,
+        };
+        broadcast(vec![user_1.session_id], file_id, state, message)
+            .await
+            .unwrap();
+
+        // TODO(ddimaria): mock the splitsink sender to test the actual sending
+    }
+}
diff --git a/quadratic-multiplayer/src/message/mod.rs b/quadratic-multiplayer/src/message/mod.rs
new file mode 100644
index 0000000000..f775e1bc05
--- /dev/null
+++ b/quadratic-multiplayer/src/message/mod.rs
@@ -0,0 +1,49 @@
+use axum::extract::ws::Message;
+use futures_util::SinkExt;
+use std::sync::Arc;
+use tokio::task::JoinHandle;
+use uuid::Uuid;
+
+use crate::message::response::MessageResponse;
+use crate::state::State;
+
+pub mod handle;
+pub mod request;
+pub mod response;
+
+/// Broadcast a message to all users in a room except the sender.
+/// All messages are sent in a separate thread.
+#[tracing::instrument(level = "trace")]
+pub(crate) fn broadcast(
+    exclude: Vec<Uuid>,
+    file_id: Uuid,
+    state: Arc<State>,
+    message: MessageResponse,
+) -> JoinHandle<()> {
+    // println!("message: {:?}", message);
+    tokio::spawn(async move {
+        let result = async {
+            for (_, user) in state
+                .get_room(&file_id)
+                .await?
+                .users
+                .iter()
+                .filter(|(_, user)| !exclude.contains(&user.session_id))
+            {
+                if let Some(sender) = &user.socket {
+                    sender
+                        .lock()
+                        .await
+                        .send(Message::Text(serde_json::to_string(&message)?))
+                        .await?;
+                }
+            }
+
+            Ok::<_, anyhow::Error>(())
+        };
+
+        if let Err(e) = result.await {
+            tracing::warn!("Error broadcasting message: {:?}", e.to_string());
+        }
+    })
+}
diff --git a/quadratic-multiplayer/src/message/request.rs b/quadratic-multiplayer/src/message/request.rs
new file mode 100644
index 0000000000..691764e369
--- /dev/null
+++ b/quadratic-multiplayer/src/message/request.rs
@@ -0,0 +1,53 @@
+//! Websocket Message Requests
+//!
+//! A central place for storing websocket messages requests.
+
+use serde::{Deserialize, Serialize};
+use uuid::Uuid;
+
+use crate::state::user::{CellEdit, UserStateUpdate};
+
+// NOTE: needs to be kept in sync with multiplayerTypes.ts
+#[derive(Serialize, Deserialize, Debug, PartialEq)]
+#[serde(tag = "type")]
+pub(crate) enum MessageRequest {
+    EnterRoom {
+        session_id: Uuid,
+        user_id: String,
+        file_id: Uuid,
+        first_name: String,
+        last_name: String,
+        email: String,
+        image: String,
+        sheet_id: Uuid,
+        selection: String,
+        cell_edit: CellEdit,
+        viewport: String,
+    },
+    LeaveRoom {
+        session_id: Uuid,
+        file_id: Uuid,
+    },
+    UserUpdate {
+        session_id: Uuid,
+        file_id: Uuid,
+        update: UserStateUpdate,
+    },
+    Transaction {
+        id: Uuid,
+        session_id: Uuid,
+        file_id: Uuid,
+
+        // todo: this is a stringified Vec<Operation>. Eventually, Operation should be a shared type.
+        operations: String,
+    },
+    GetTransactions {
+        file_id: Uuid,
+        session_id: Uuid,
+        min_sequence_num: u64,
+    },
+    Heartbeat {
+        session_id: Uuid,
+        file_id: Uuid,
+    },
+}
diff --git a/quadratic-multiplayer/src/message/response.rs b/quadratic-multiplayer/src/message/response.rs
new file mode 100644
index 0000000000..3c76e2bd3b
--- /dev/null
+++ b/quadratic-multiplayer/src/message/response.rs
@@ -0,0 +1,45 @@
+//! Websocket Message Responses
+//!
+//! A central place for storing websocket messages responses.
+
+use serde::Serialize;
+use uuid::Uuid;
+
+use crate::state::transaction_queue::Transaction;
+use crate::state::user::UserStateUpdate;
+use crate::state::{room::Room, user::User};
+
+// NOTE: needs to be kept in sync with multiplayerTypes.ts
+#[derive(Serialize, Debug, Clone, PartialEq)]
+#[serde(tag = "type")]
+pub(crate) enum MessageResponse {
+    UsersInRoom {
+        users: Vec<User>,
+    },
+    UserUpdate {
+        session_id: Uuid,
+        file_id: Uuid,
+        update: UserStateUpdate,
+    },
+    Transaction {
+        id: Uuid,
+        file_id: Uuid,
+        // todo: this is a stringified Vec<Operation>. Eventually, Operation should be a shared type.
+        operations: String,
+        sequence_num: u64,
+    },
+    Transactions {
+        transactions: Vec<Transaction>,
+    },
+    CurrentTransaction {
+        sequence_num: u64,
+    },
+}
+
+impl From<Room> for MessageResponse {
+    fn from(room: Room) -> Self {
+        MessageResponse::UsersInRoom {
+            users: room.users.into_iter().map(|user| (user.1)).collect(),
+        }
+    }
+}
diff --git a/quadratic-multiplayer/src/server.rs b/quadratic-multiplayer/src/server.rs
index 28cb1aac03..613953b375 100644
--- a/quadratic-multiplayer/src/server.rs
+++ b/quadratic-multiplayer/src/server.rs
@@ -3,12 +3,13 @@
 //! Handle bootstrapping and starting the websocket server.  Adds global state
 //! to be shared across all requests and threads.  Adds tracing/logging.
 
-use anyhow::Result;
+use anyhow::{anyhow, Result};
 use axum::{
     extract::{
         connect_info::ConnectInfo,
         ws::{Message, WebSocket, WebSocketUpgrade},
     },
+    http::StatusCode,
     response::IntoResponse,
     routing::get,
     Extension, Router,
@@ -22,11 +23,16 @@ use std::{net::SocketAddr, sync::Arc};
 use tokio::sync::Mutex;
 use tower_http::trace::{DefaultMakeSpan, TraceLayer};
 use tracing_subscriber::{layer::SubscriberExt, util::SubscriberInitExt};
+use uuid::Uuid;
 
 use crate::{
+    auth::{authorize, get_jwks},
+    background_worker,
     config::{config, Config},
-    message::{handle_message, MessageRequest, MessageResponse},
-    state::State,
+    message::{
+        broadcast, handle::handle_message, request::MessageRequest, response::MessageResponse,
+    },
+    state::{Settings, State},
 };
 
 /// Construct the application router.  This is separated out so that it can be
@@ -45,8 +51,16 @@ pub(crate) fn app(state: Arc<State>) -> Router {
 }
 
 /// Start the websocket server.  This is the entrypoint for the application.
+#[tracing::instrument(level = "trace")]
 pub(crate) async fn serve() -> Result<()> {
-    let Config { host, port } = config()?;
+    let Config {
+        host,
+        port,
+        auth0_jwks_uri,
+        heartbeat_check_s,
+        heartbeat_timeout_s,
+        authenticate_jwt,
+    } = config()?;
 
     tracing_subscriber::registry()
         .with(
@@ -56,12 +70,23 @@ pub(crate) async fn serve() -> Result<()> {
         .with(tracing_subscriber::fmt::layer())
         .init();
 
-    let state = Arc::new(State::new());
-    let app = app(state);
+    let jwks = get_jwks(&auth0_jwks_uri).await?;
+    let settings = Settings {
+        jwks: Some(jwks),
+        authenticate_jwt,
+    };
+    let state = Arc::new(State::new().with_settings(settings));
+    let app = app(Arc::clone(&state));
     let listener = tokio::net::TcpListener::bind(format!("{host}:{port}")).await?;
 
     tracing::info!("listening on {}", listener.local_addr()?);
 
+    if !authenticate_jwt {
+        tracing::warn!("JWT authentication is disabled");
+    }
+
+    background_worker::start(Arc::clone(&state), heartbeat_check_s, heartbeat_timeout_s).await;
+
     axum::serve(
         listener,
         app.into_make_service_with_connect_info::<SocketAddr>(),
@@ -72,58 +97,106 @@ pub(crate) async fn serve() -> Result<()> {
 }
 
 // Handle the websocket upgrade from http.
+#[tracing::instrument(level = "trace")]
 async fn ws_handler(
     ws: WebSocketUpgrade,
     user_agent: Option<TypedHeader<headers::UserAgent>>,
     addr: Option<ConnectInfo<SocketAddr>>,
     Extension(state): Extension<Arc<State>>,
+    cookie: Option<TypedHeader<headers::Cookie>>,
 ) -> impl IntoResponse {
     let user_agent = user_agent.map_or("Unknown user agent".into(), |user_agent| {
         user_agent.to_string()
     });
     let addr = addr.map_or("Unknown address".into(), |addr| addr.to_string());
+    let connection_id = Uuid::new_v4();
 
-    tracing::info!("`{user_agent}` at {addr} connected.");
+    tracing::info!("`{user_agent}` at {addr} connected: connection_id={connection_id}");
+
+    if state.settings.authenticate_jwt {
+        // validate the JWT
+        let result = async {
+            let cookie = cookie.ok_or_else(|| anyhow!("No cookie found"))?;
+            let token = cookie.get("jwt").ok_or_else(|| anyhow!("No JWT found"))?;
+            let jwks: jsonwebtoken::jwk::JwkSet = state
+                .settings
+                .jwks
+                .clone()
+                .ok_or_else(|| anyhow!("No JWKS found"))?;
+
+            authorize(&jwks, token, false, true)?;
+
+            Ok::<_, anyhow::Error>(())
+        }
+        .await;
+
+        if let Err(error) = result {
+            tracing::warn!("Error authorizing user: {:?}", error);
+            return (StatusCode::BAD_REQUEST, "Invalid token").into_response();
+        }
+    }
 
     // upgrade the connection
-    ws.on_upgrade(move |socket| handle_socket(socket, state, addr))
+    ws.on_upgrade(move |socket| handle_socket(socket, state, addr, connection_id))
 }
 
 // After websocket is established, delegate incoming messages as they arrive.
-async fn handle_socket(socket: WebSocket, state: Arc<State>, addr: String) {
+#[tracing::instrument(level = "trace")]
+async fn handle_socket(socket: WebSocket, state: Arc<State>, addr: String, connection_id: Uuid) {
     let (sender, mut receiver) = socket.split();
     let sender = Arc::new(Mutex::new(sender));
 
     while let Some(Ok(msg)) = receiver.next().await {
-        let response = process_message(msg, Arc::clone(&sender), Arc::clone(&state)).await;
+        let response =
+            process_message(msg, Arc::clone(&sender), Arc::clone(&state), connection_id).await;
 
         match response {
             Ok(ControlFlow::Continue(_)) => {}
             Ok(ControlFlow::Break(_)) => break,
             Err(e) => {
-                tracing::error!("Error processing message: {:?}", e);
+                tracing::warn!("Error processing message: {:?}", e);
+            }
+        }
+    }
+
+    // websocket is closed, remove the user from any rooms they were in and broadcast
+    if let Ok(rooms) = state.clear_connections(connection_id).await {
+        tracing::info!("Removing stale users from rooms: {:?}", rooms);
+
+        for file_id in rooms.into_iter() {
+            // only broadcast if the room still exists
+            if let Ok(room) = state.get_room(&file_id).await {
+                tracing::info!("Broadcasting room {file_id} after removing stale users");
+
+                let message = MessageResponse::from(room.to_owned());
+                broadcast(vec![], file_id, Arc::clone(&state), message);
             }
         }
     }
 
     // returning from the handler closes the websocket connection
-    tracing::info!("Websocket context {addr} destroyed");
+    tracing::info!("Websocket context {addr} destroyed: connection_id={connection_id}");
 }
 
 /// Based on the incoming message type, perform some action and return a response.
+#[tracing::instrument(level = "trace")]
 async fn process_message(
     msg: Message,
     sender: Arc<Mutex<SplitSink<WebSocket, Message>>>,
     state: Arc<State>,
+    connection_id: Uuid,
 ) -> Result<ControlFlow<Option<MessageResponse>, ()>> {
     match msg {
         Message::Text(text) => {
             let messsage_request = serde_json::from_str::<MessageRequest>(&text)?;
             let message_response =
-                handle_message(messsage_request, state, Arc::clone(&sender)).await?;
-            let response = Message::Text(serde_json::to_string(&message_response)?);
+                handle_message(messsage_request, state, Arc::clone(&sender), connection_id).await?;
+
+            if let Some(message_response) = message_response {
+                let response = Message::Text(serde_json::to_string(&message_response)?);
 
-            (*sender.lock().await).send(response).await?;
+                (*sender.lock().await).send(response).await?;
+            }
         }
         Message::Binary(d) => {
             tracing::info!(
@@ -152,109 +225,195 @@ async fn process_message(
 pub(crate) mod tests {
 
     use super::*;
-    use crate::{
-        state::Room,
-        test_util::{integration_test, new_user},
-    };
+    use crate::state::user::{CellEdit, User, UserStateUpdate};
+    use crate::test_util::{integration_test_send_and_receive, integration_test_setup, new_user};
+    use quadratic_core::controller::operations::operation::Operation;
+    use tokio::net::TcpStream;
+    use tokio_tungstenite::{MaybeTlsStream, WebSocketStream};
     use uuid::Uuid;
 
-    #[tokio::test]
-    async fn user_enters_a_room() {
-        let state = Arc::new(State::new());
-        let file_id = Uuid::new_v4();
+    async fn add_user_via_ws(
+        file_id: Uuid,
+        socket: Arc<Mutex<WebSocketStream<MaybeTlsStream<TcpStream>>>>,
+    ) -> User {
         let user = new_user();
-        let user_id = user.id.clone();
+        let session_id = user.session_id;
         let request = MessageRequest::EnterRoom {
-            user_id: user_id.clone(),
+            session_id,
+            user_id: user.user_id.clone(),
             file_id,
+            sheet_id: user.state.sheet_id,
+            selection: String::new(),
             first_name: user.first_name.clone(),
             last_name: user.last_name.clone(),
+            email: user.email.clone(),
             image: user.image.clone(),
+            cell_edit: CellEdit::default(),
+            viewport: "initial viewport".to_string(),
         };
-        let expected = MessageResponse::Room {
-            room: Room {
-                file_id,
-                users: vec![(user_id, user)].into_iter().collect(),
-            },
-        };
-        let response = integration_test(state, request).await;
 
-        assert_eq!(response, serde_json::to_string(&expected).unwrap());
+        integration_test_send_and_receive(socket, request, true).await;
+
+        user
     }
 
-    #[tokio::test]
-    async fn user_moves_a_mouse() {
+    async fn setup() -> (
+        Arc<Mutex<WebSocketStream<MaybeTlsStream<TcpStream>>>>,
+        Arc<State>,
+        Uuid,
+        Uuid,
+        User,
+    ) {
         let state = Arc::new(State::new());
-        let user = new_user();
-        let user_id = user.id.clone();
+        let connection_id = Uuid::new_v4();
         let file_id = Uuid::new_v4();
-        let x = 0 as f64;
-        let y = 0 as f64;
-        let request = MessageRequest::MouseMove {
-            user_id: user_id.clone(),
+        let socket = integration_test_setup(state.clone()).await;
+        let socket = Arc::new(Mutex::new(socket));
+        let user = add_user_via_ws(file_id, socket.clone()).await;
+
+        (socket.clone(), state, connection_id, file_id, user)
+    }
+
+    async fn assert_user_changes_state(update: UserStateUpdate) {
+        let (socket, _, _, file_id, _) = setup().await;
+        let new_user = new_user();
+        let session_id = new_user.session_id;
+        let request = MessageRequest::UserUpdate {
+            session_id,
             file_id,
-            x: Some(x),
-            y: Some(y),
+            update: update.clone(),
         };
-        let expected = MessageResponse::MouseMove {
-            user_id: user_id.clone(),
+        let expected = MessageResponse::UserUpdate {
+            session_id,
             file_id,
-            x: Some(x),
-            y: Some(y),
+            update,
         };
 
-        state.enter_room(file_id, &user).await;
-
-        let response = integration_test(state.clone(), request).await;
+        let response = integration_test_send_and_receive(socket, request, true).await;
 
-        assert_eq!(response, serde_json::to_string(&expected).unwrap());
+        assert_eq!(response, Some(serde_json::to_string(&expected).unwrap()));
     }
 
     #[tokio::test]
-    async fn user_changes_selection() {
-        let state = Arc::new(State::new());
-        let user = new_user();
-        let user_id = user.id.clone();
-        let file_id = Uuid::new_v4();
-        let request = MessageRequest::ChangeSelection {
-            user_id: user_id.clone(),
+    async fn user_enters_a_room() {
+        let (socket, _, _, file_id, user) = setup().await;
+        let new_user = new_user();
+        let session_id = new_user.session_id;
+        let request = MessageRequest::EnterRoom {
+            session_id,
+            user_id: new_user.user_id.clone(),
             file_id,
-            selection: "test".to_string(),
+            sheet_id: new_user.state.sheet_id,
+            selection: String::new(),
+            first_name: new_user.first_name.clone(),
+            last_name: new_user.last_name.clone(),
+            email: new_user.email.clone(),
+            image: new_user.image.clone(),
+            cell_edit: CellEdit::default(),
+            viewport: "initial viewport".to_string(),
+        };
+        let expected_1 = MessageResponse::UsersInRoom {
+            users: vec![new_user.clone(), user.clone()],
         };
-        let expected = MessageResponse::ChangeSelection {
-            user_id: user_id.clone(),
+        let expected_2 = MessageResponse::UsersInRoom {
+            users: vec![user, new_user],
+        };
+        let response = integration_test_send_and_receive(socket, request, true).await;
+
+        // order is brittle, this feels hacky
+        assert!(
+            response == Some(serde_json::to_string(&expected_1).unwrap())
+                || response == Some(serde_json::to_string(&expected_2).unwrap())
+        );
+    }
+
+    #[tokio::test]
+    async fn user_leaves_a_room() {
+        let (socket, state, connection_id, file_id, user) = setup().await;
+        let new_user = new_user();
+        let session_id = new_user.session_id;
+        let request = MessageRequest::LeaveRoom {
+            session_id,
             file_id,
-            selection: "test".to_string(),
+        };
+        let expected = MessageResponse::UsersInRoom {
+            users: vec![user.clone()],
+        };
+
+        state.enter_room(file_id, &new_user, connection_id).await;
+
+        let response = integration_test_send_and_receive(socket, request, true).await;
+
+        assert_eq!(response, Some(serde_json::to_string(&expected).unwrap()));
+    }
+
+    #[tokio::test]
+    async fn user_moves_a_mouse() {
+        let update = UserStateUpdate {
+            x: Some(1.0),
+            y: Some(2.0),
+            selection: None,
+            sheet_id: None,
+            visible: None,
+            cell_edit: None,
+            viewport: None,
         };
 
-        state.enter_room(file_id, &user).await;
+        assert_user_changes_state(update).await;
+    }
 
-        let response = integration_test(state.clone(), request).await;
+    #[tokio::test]
+    async fn user_changes_selection() {
+        let update = UserStateUpdate {
+            selection: Some("test".to_string()),
+            sheet_id: None,
+            x: None,
+            y: None,
+            visible: None,
+            cell_edit: None,
+            viewport: None,
+        };
 
-        assert_eq!(response, serde_json::to_string(&expected).unwrap());
+        assert_user_changes_state(update).await;
+    }
+
+    #[tokio::test]
+    async fn user_changes_viewport() {
+        let update = UserStateUpdate {
+            selection: None,
+            sheet_id: None,
+            x: None,
+            y: None,
+            visible: None,
+            cell_edit: None,
+            viewport: Some("new_viewport".to_string()),
+        };
+
+        assert_user_changes_state(update).await;
     }
 
     #[tokio::test]
     async fn user_shares_operations() {
-        let state = Arc::new(State::new());
-        let user = new_user();
-        let user_id = user.id.clone();
-        let file_id = Uuid::new_v4();
+        let (socket, _, _, file_id, _) = setup().await;
+        let new_user = new_user();
+        let session_id = new_user.session_id;
+        let operations = serde_json::to_string::<Vec<Operation>>(&vec![]).unwrap();
+        let id = Uuid::new_v4();
         let request = MessageRequest::Transaction {
-            user_id: user_id.clone(),
+            id,
+            session_id,
             file_id,
-            operations: "test".to_string(),
+            operations: operations.clone(),
         };
         let expected = MessageResponse::Transaction {
-            user_id: user_id.clone(),
+            id,
             file_id,
-            operations: "test".to_string(),
+            operations: operations.clone(),
+            sequence_num: 1,
         };
 
-        state.enter_room(file_id, &user).await;
-
-        let response = integration_test(state.clone(), request).await;
+        let response = integration_test_send_and_receive(socket, request, true).await;
 
-        assert_eq!(response, serde_json::to_string(&expected).unwrap());
+        assert_eq!(response, Some(serde_json::to_string(&expected).unwrap()));
     }
 }
diff --git a/quadratic-multiplayer/src/state.rs b/quadratic-multiplayer/src/state.rs
deleted file mode 100644
index 6c5c7914cb..0000000000
--- a/quadratic-multiplayer/src/state.rs
+++ /dev/null
@@ -1,108 +0,0 @@
-//! Shared State
-//!
-//! Store information about the state of the application in a send + sync
-//! struct.  All access and mutations to state should be performed here.
-
-use std::{collections::HashMap, sync::Arc};
-
-use anyhow::{anyhow, Result};
-use axum::extract::ws::{Message, WebSocket};
-use futures_util::stream::SplitSink;
-use serde::Serialize;
-use tokio::sync::Mutex;
-use uuid::Uuid;
-
-#[derive(Serialize, Debug, Clone)]
-pub(crate) struct User {
-    #[serde(skip_serializing)]
-    pub(crate) id: String,
-    pub(crate) first_name: String,
-    pub(crate) last_name: String,
-    pub(crate) image: String,
-    #[serde(skip_serializing)]
-    pub(crate) socket: Option<Arc<Mutex<SplitSink<WebSocket, Message>>>>,
-}
-
-impl PartialEq for User {
-    fn eq(&self, other: &Self) -> bool {
-        self.id == other.id
-            && self.first_name == other.first_name
-            && self.last_name == other.last_name
-            && self.image == other.image
-    }
-}
-
-#[derive(Serialize, Debug, Clone, PartialEq)]
-pub(crate) struct Room {
-    pub(crate) file_id: Uuid,
-    pub(crate) users: HashMap<String, User>,
-}
-
-impl Room {
-    pub(crate) fn new(file_id: Uuid) -> Self {
-        Room {
-            file_id,
-            users: HashMap::new(),
-        }
-    }
-}
-
-#[derive(Debug)]
-pub(crate) struct State {
-    pub(crate) rooms: Mutex<HashMap<Uuid, Room>>,
-}
-
-impl State {
-    pub(crate) fn new() -> Self {
-        State {
-            rooms: Mutex::new(HashMap::new()),
-        }
-    }
-
-    /// Retrieves a copy of a room.
-    pub(crate) async fn get_room(&self, file_id: &Uuid) -> Result<Room> {
-        let rooms = self.rooms.lock().await;
-        let room = rooms
-            .get(file_id)
-            .ok_or(anyhow!("Room {file_id} not found"))?
-            .to_owned();
-
-        Ok(room)
-    }
-
-    /// Add a user to a room.  If the room doesn't exist, it is created.  Users
-    /// are only added to a room once (HashMap).
-    pub(crate) async fn enter_room(&self, file_id: Uuid, user: &User) -> bool {
-        let mut rooms = self.rooms.lock().await;
-        let room = rooms.entry(file_id).or_insert_with(|| Room::new(file_id));
-
-        let user_id = user.id.clone();
-
-        tracing::trace!("User {:?} entered room {:?}", user, room);
-
-        room.users.insert(user_id, user.clone()).is_none()
-    }
-}
-
-#[cfg(test)]
-mod tests {
-    use crate::test_util::new_user;
-
-    use super::*;
-
-    #[tokio::test]
-    async fn enters_and_retrieves_a_room() {
-        let state = State::new();
-        let file_id = Uuid::new_v4();
-        let user = new_user();
-
-        let is_new = state.enter_room(file_id, &user).await;
-        let room = state.get_room(&file_id).await.unwrap();
-        let user = room.users.get(&user.id).unwrap();
-
-        assert!(is_new);
-        assert_eq!(state.rooms.lock().await.len(), 1);
-        assert_eq!(room.users.len(), 1);
-        assert_eq!(room.users.get(&user.id), Some(user));
-    }
-}
diff --git a/quadratic-multiplayer/src/state/connection.rs b/quadratic-multiplayer/src/state/connection.rs
new file mode 100644
index 0000000000..49fc855402
--- /dev/null
+++ b/quadratic-multiplayer/src/state/connection.rs
@@ -0,0 +1,83 @@
+use anyhow::{anyhow, Result};
+use uuid::Uuid;
+
+use crate::state::State;
+
+impl State {
+    /// Retrieve the session_id from connections
+    pub(crate) async fn get_session_id(&self, connection_id: Uuid) -> Result<Uuid> {
+        let session_id = self
+            .connections
+            .lock()
+            .await
+            .get(&connection_id)
+            .ok_or(anyhow!(
+                "connection_id {} not found in sockets",
+                connection_id
+            ))?
+            .to_owned();
+
+        Ok(session_id)
+    }
+
+    /// Removes a connection from the state.  If the connection is in a room, leave the room.
+    #[tracing::instrument(level = "trace")]
+    pub(crate) async fn clear_connections(&self, connection_id: Uuid) -> Result<Vec<Uuid>> {
+        let mut affected_rooms = vec![];
+        let rooms = self.rooms.lock().await.clone();
+
+        for (file_id, room) in rooms.iter() {
+            let session_id = self.get_session_id(connection_id).await?;
+            if let Some(user) = room.users.get(&session_id) {
+                tracing::info!("Removing connection_id {connection_id} from room {file_id}");
+
+                self.leave_room(room.file_id, &user.session_id).await?;
+                affected_rooms.push(file_id.to_owned());
+            }
+        }
+
+        tracing::info!("Removing connection_id {}", connection_id);
+
+        self.connections.lock().await.remove(&connection_id);
+        Ok(affected_rooms)
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::test_util::assert_anyhow_error;
+
+    use super::*;
+
+    async fn setup() -> (State, Uuid, Uuid) {
+        let state = State::new();
+        let session_id = Uuid::new_v4();
+        let connection_id = Uuid::new_v4();
+
+        state
+            .connections
+            .lock()
+            .await
+            .insert(connection_id, session_id);
+
+        (state, session_id, connection_id)
+    }
+
+    #[tokio::test]
+    async fn get_session_id() {
+        let (state, session_id, connection_id) = setup().await;
+        let result = state.get_session_id(connection_id).await.unwrap();
+
+        assert_eq!(result, session_id);
+    }
+
+    #[tokio::test]
+    async fn clear_connections() {
+        let (state, _, connection_id) = setup().await;
+        state.clear_connections(connection_id).await.unwrap();
+        let result = state.get_session_id(connection_id).await;
+        let expected = format!("connection_id {connection_id} not found in sockets");
+
+        assert_anyhow_error(result, &expected);
+    }
+}
diff --git a/quadratic-multiplayer/src/state/mod.rs b/quadratic-multiplayer/src/state/mod.rs
new file mode 100644
index 0000000000..8913136b31
--- /dev/null
+++ b/quadratic-multiplayer/src/state/mod.rs
@@ -0,0 +1,49 @@
+//! Shared State
+//!
+//! Store information about the state of the application in a send + sync
+//! struct.  All access and mutations to state should be performed here.
+
+pub mod connection;
+pub mod room;
+pub mod transaction_queue;
+pub mod user;
+
+use jsonwebtoken::jwk::JwkSet;
+use std::collections::HashMap;
+use tokio::sync::Mutex;
+use uuid::Uuid;
+
+use crate::state::room::Room;
+
+use self::transaction_queue::TransactionQueue;
+
+#[derive(Debug)]
+pub(crate) struct State {
+    pub(crate) rooms: Mutex<HashMap<Uuid, Room>>,
+    pub(crate) connections: Mutex<HashMap<Uuid, Uuid>>,
+    pub(crate) transaction_queue: Mutex<TransactionQueue>,
+    pub(crate) settings: Settings,
+}
+
+#[derive(Debug, Default)]
+pub(crate) struct Settings {
+    pub(crate) jwks: Option<JwkSet>,
+    pub(crate) authenticate_jwt: bool,
+}
+
+impl State {
+    pub(crate) fn new() -> Self {
+        // TODO(ddimaria): seed transaction_queue with the sequence_num from the database for each file
+        State {
+            rooms: Mutex::new(HashMap::new()),
+            connections: Mutex::new(HashMap::new()),
+            transaction_queue: Mutex::new(TransactionQueue::new()),
+            settings: Settings::default(),
+        }
+    }
+
+    pub(crate) fn with_settings(mut self, settings: Settings) -> Self {
+        self.settings = settings;
+        self
+    }
+}
diff --git a/quadratic-multiplayer/src/state/room.rs b/quadratic-multiplayer/src/state/room.rs
new file mode 100644
index 0000000000..d3906cff6d
--- /dev/null
+++ b/quadratic-multiplayer/src/state/room.rs
@@ -0,0 +1,157 @@
+use anyhow::{anyhow, Result};
+use quadratic_core::controller::GridController;
+use serde::Serialize;
+use std::collections::HashMap;
+use uuid::Uuid;
+
+use crate::state::{user::User, State};
+use crate::{get_mut_room, get_or_create_room, get_room};
+
+#[derive(Serialize, Debug, Clone, PartialEq)]
+pub(crate) struct Room {
+    pub(crate) file_id: Uuid,
+    pub(crate) users: HashMap<Uuid, User>,
+    #[serde(skip_serializing)]
+    pub(crate) grid: GridController,
+}
+
+impl Room {
+    pub(crate) fn new(file_id: Uuid) -> Self {
+        Room {
+            file_id,
+            users: HashMap::new(),
+            grid: GridController::new(),
+            // TODO(ddimaria): load the grid from the file
+            // grid: GridController::from_grid(load_file(file).unwrap()),
+        }
+    }
+}
+
+impl State {
+    /// Retrieves a copy of a room.
+    pub(crate) async fn get_room(&self, file_id: &Uuid) -> Result<Room> {
+        let room = get_room!(self, file_id)?.to_owned();
+
+        Ok(room)
+    }
+
+    /// Add a user to a room.  If the room doesn't exist, it is created.  Users
+    /// are only added to a room once (HashMap).  Returns true if the user was
+    /// newly added.
+    #[tracing::instrument(level = "trace")]
+    pub(crate) async fn enter_room(&self, file_id: Uuid, user: &User, connection_id: Uuid) -> bool {
+        let is_new = get_or_create_room!(self, file_id)
+            .users
+            .insert(user.session_id.to_owned(), user.to_owned())
+            .is_none();
+
+        self.connections
+            .lock()
+            .await
+            .insert(connection_id, user.session_id);
+
+        tracing::info!("User {:?} entered room {:?}", user.session_id, file_id);
+
+        is_new
+    }
+
+    /// Removes a user from a room. If the room is empty, it deletes the room.
+    /// Returns true if the room still exists after the user leaves.
+    #[tracing::instrument(level = "trace")]
+    pub(crate) async fn leave_room(&self, file_id: Uuid, session_id: &Uuid) -> Result<bool> {
+        get_mut_room!(self, file_id)?.users.remove(session_id);
+        let num_in_room = get_room!(self, file_id)?.users.len();
+
+        tracing::info!(
+            "User {:?} is leaving room {}, {} user(s) left",
+            session_id,
+            file_id,
+            num_in_room
+        );
+
+        if num_in_room == 0 {
+            self.remove_room(file_id).await;
+        }
+
+        Ok(num_in_room != 0)
+    }
+
+    /// Removes a room.
+    pub(crate) async fn remove_room(&self, file_id: Uuid) {
+        self.rooms.lock().await.remove(&file_id);
+
+        tracing::info!("Room {file_id} removed");
+    }
+}
+
+#[macro_export]
+macro_rules! get_room {
+    ( $self:ident, $file_id:ident ) => {
+        $self
+            .rooms
+            .lock()
+            .await
+            .get(&$file_id)
+            .ok_or(anyhow!("Room {} not found", $file_id))
+    };
+}
+
+#[macro_export]
+macro_rules! get_mut_room {
+    ( $self:ident, $file_id:ident ) => {
+        $self
+            .rooms
+            .lock()
+            .await
+            .get_mut(&$file_id)
+            .ok_or(anyhow!("Room {} not found", $file_id))
+    };
+}
+
+#[macro_export]
+macro_rules! get_or_create_room {
+    ( $self:ident, $file_id:ident ) => {
+        $self.rooms.lock().await.entry($file_id).or_insert_with(|| {
+            tracing::info!("Room {} created", $file_id);
+            Room::new($file_id)
+        })
+    };
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::test_util::new_user;
+
+    use super::*;
+
+    #[tokio::test]
+    async fn enters_retrieves_leaves_and_removes_a_room() {
+        let state = State::new();
+        let connection_id = Uuid::new_v4();
+        let file_id = Uuid::new_v4();
+        let user = new_user();
+        let user2 = new_user();
+
+        let is_new = state.enter_room(file_id, &user, connection_id).await;
+        let room = state.get_room(&file_id).await.unwrap();
+        let user = room.users.get(&user.session_id).unwrap();
+
+        assert!(is_new);
+        assert_eq!(state.rooms.lock().await.len(), 1);
+        assert_eq!(room.users.len(), 1);
+        assert_eq!(room.users.get(&user.session_id), Some(user));
+
+        // leave the room of 2 users
+        state.enter_room(file_id, &user2, connection_id).await;
+        state.leave_room(file_id, &user.session_id).await.unwrap();
+        let room = state.get_room(&file_id).await.unwrap();
+
+        assert_eq!(room.users.len(), 1);
+        assert_eq!(room.users.get(&user2.session_id), Some(&user2));
+
+        // leave a room of 1 user
+        state.leave_room(file_id, &user2.session_id).await.unwrap();
+        let room = state.get_room(&file_id).await;
+        assert!(room.is_err());
+    }
+}
diff --git a/quadratic-multiplayer/src/state/transaction_queue.rs b/quadratic-multiplayer/src/state/transaction_queue.rs
new file mode 100644
index 0000000000..5750765712
--- /dev/null
+++ b/quadratic-multiplayer/src/state/transaction_queue.rs
@@ -0,0 +1,141 @@
+use anyhow::{anyhow, Result};
+use quadratic_core::controller::operations::operation::Operation;
+use serde::Serialize;
+use std::collections::HashMap;
+use uuid::Uuid;
+
+#[derive(Serialize, Debug, PartialEq, Clone)]
+pub(crate) struct Transaction {
+    pub(crate) id: Uuid,
+    pub(crate) file_id: Uuid,
+    pub(crate) operations: Vec<Operation>,
+    pub(crate) sequence_num: u64,
+}
+
+impl Transaction {
+    pub(crate) fn new(
+        id: Uuid,
+        file_id: Uuid,
+        operations: Vec<Operation>,
+        sequence_num: u64,
+    ) -> Self {
+        Transaction {
+            id,
+            file_id,
+            operations,
+            sequence_num,
+        }
+    }
+}
+
+#[derive(Debug, Default)]
+pub(crate) struct TransactionQueue {
+    pub(crate) queue: HashMap<Uuid, (u64, Vec<Transaction>)>,
+}
+
+impl TransactionQueue {
+    pub(crate) fn new() -> Self {
+        Default::default()
+    }
+
+    pub(crate) fn push(&mut self, id: Uuid, file_id: Uuid, operations: Vec<Operation>) -> u64 {
+        let (sequence_num, transactions) = self.queue.entry(file_id).or_insert_with(|| (0, vec![]));
+
+        *sequence_num += 1;
+
+        let transaction = Transaction::new(id, file_id, operations, *sequence_num);
+        transactions.push(transaction);
+
+        sequence_num.to_owned()
+    }
+
+    pub(crate) fn get_transactions(&mut self, file_id: Uuid) -> Result<Vec<Transaction>> {
+        let transactions = self
+            .queue
+            .get(&file_id)
+            .ok_or_else(|| anyhow!("file_id {file_id} not found in transaction queue"))?
+            .1
+            .to_owned();
+
+        Ok(transactions)
+    }
+
+    pub(crate) fn get_transactions_min_sequence_num(
+        &mut self,
+        file_id: Uuid,
+        min_sequence_num: u64,
+    ) -> Result<Vec<Transaction>> {
+        let transactions = self
+            .get_transactions(file_id)?
+            .into_iter()
+            .filter(|transaction| transaction.sequence_num >= min_sequence_num)
+            .collect();
+
+        Ok(transactions)
+    }
+
+    pub(crate) fn get_sequence_num(&mut self, file_id: Uuid) -> Result<u64> {
+        let sequence_num = self
+            .queue
+            .get(&file_id)
+            .ok_or_else(|| anyhow!("file_id {file_id} not found in transaction queue"))?
+            .0;
+
+        Ok(sequence_num)
+    }
+}
+#[cfg(test)]
+mod tests {
+    use crate::{
+        state::State,
+        test_util::{grid_setup, operation},
+    };
+
+    fn setup() -> (State, Uuid) {
+        let state = State::new();
+        let file_id = Uuid::new_v4();
+
+        (state, file_id)
+    }
+
+    use super::*;
+    #[tokio::test]
+    async fn transaction_queue() {
+        let (state, file_id) = setup();
+        let mut grid = grid_setup();
+        let transaction_id_1 = Uuid::new_v4();
+        let operations_1 = operation(&mut grid, 0, 0, "1");
+        let transaction_id_2 = Uuid::new_v4();
+        let operations_2 = operation(&mut grid, 1, 0, "2");
+
+        state.transaction_queue.lock().await.push(
+            transaction_id_1,
+            file_id,
+            vec![operations_1.clone()],
+        );
+
+        let mut transaction_queue = state.transaction_queue.lock().await;
+        let transactions = transaction_queue.get_transactions(file_id).unwrap();
+        assert_eq!(transactions.len(), 1);
+        assert_eq!(transaction_queue.get_sequence_num(file_id).unwrap(), 1);
+        assert_eq!(transactions[0].operations, vec![operations_1.clone()]);
+        assert_eq!(transactions[0].sequence_num, 1);
+
+        std::mem::drop(transaction_queue);
+
+        state.transaction_queue.lock().await.push(
+            transaction_id_2,
+            file_id,
+            vec![operations_2.clone()],
+        );
+
+        let mut transaction_queue = state.transaction_queue.lock().await;
+        let transactions = transaction_queue.get_transactions(file_id).unwrap();
+        assert_eq!(transactions.len(), 2);
+        assert_eq!(transaction_queue.get_sequence_num(file_id).unwrap(), 2);
+        assert_eq!(transactions[0].operations, vec![operations_1.clone()]);
+        assert_eq!(transactions[0].sequence_num, 1);
+        assert_eq!(transactions[1].operations, vec![operations_2.clone()]);
+        assert_eq!(transactions[1].sequence_num, 2);
+    }
+}
diff --git a/quadratic-multiplayer/src/state/user.rs b/quadratic-multiplayer/src/state/user.rs
new file mode 100644
index 0000000000..98a44b5f38
--- /dev/null
+++ b/quadratic-multiplayer/src/state/user.rs
@@ -0,0 +1,235 @@
+use anyhow::{anyhow, Result};
+use axum::extract::ws::{Message, WebSocket};
+use chrono::{DateTime, Utc};
+use futures_util::stream::SplitSink;
+use serde::{Deserialize, Serialize};
+use std::sync::Arc;
+use tokio::sync::Mutex;
+use uuid::Uuid;
+
+use crate::state::State;
+use crate::{get_mut_room, get_room};
+
+#[derive(Serialize, Debug, Clone)]
+pub(crate) struct User {
+    pub session_id: Uuid,
+    pub user_id: String,
+    pub first_name: String,
+    pub last_name: String,
+    pub email: String,
+    pub image: String,
+    #[serde(flatten)]
+    pub state: UserState,
+    #[serde(skip_serializing)]
+    pub socket: Option<Arc<Mutex<SplitSink<WebSocket, Message>>>>,
+    #[serde(skip_serializing)]
+    pub last_heartbeat: DateTime<Utc>,
+}
+
+impl PartialEq for User {
+    fn eq(&self, other: &Self) -> bool {
+        self.session_id == other.session_id
+            && self.user_id == other.user_id
+            && self.first_name == other.first_name
+            && self.last_name == other.last_name
+            && self.image == other.image
+    }
+}
+
+#[derive(Serialize, Deserialize, Debug, Clone, PartialEq, Default)]
+pub(crate) struct CellEdit {
+    pub active: bool,
+    pub text: String,
+    pub cursor: u32,
+    pub code_editor: bool,
+    pub bold: Option<bool>,
+    pub italic: Option<bool>,
+}
+
+#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
+pub(crate) struct UserState {
+    pub sheet_id: Uuid,
+    pub selection: String,
+    pub cell_edit: CellEdit,
+    pub x: f64,
+    pub y: f64,
+    pub visible: bool,
+    pub viewport: String,
+}
+
+#[derive(Serialize, Deserialize, Debug, Clone, PartialEq)]
+pub(crate) struct UserStateUpdate {
+    pub sheet_id: Option<Uuid>,
+    pub selection: Option<String>,
+    pub cell_edit: Option<CellEdit>,
+    pub x: Option<f64>,
+    pub y: Option<f64>,
+    pub visible: Option<bool>,
+    pub viewport: Option<String>,
+}
+
+impl State {
+    /// Retrieves a copy of a user in a room
+    pub(crate) async fn _get_user_in_room(
+        &self,
+        file_id: &Uuid,
+        session_id: &Uuid,
+    ) -> Result<User> {
+        let user = get_room!(self, file_id)?
+            .users
+            .get(session_id)
+            .ok_or(anyhow!("User {} not found in Room {}", session_id, file_id))?
+            .to_owned();
+
+        Ok(user)
+    }
+
+    /// Remove stale users in a room.  Returns the number of users removed in the room, and the number left.
+    #[tracing::instrument(level = "trace")]
+    pub(crate) async fn remove_stale_users_in_room(
+        &self,
+        file_id: Uuid,
+        heartbeat_timeout_s: i64,
+    ) -> Result<(usize, usize)> {
+        let mut active_users = 0;
+        let stale_users = get_room!(self, file_id)?
+            .users
+            .iter()
+            .filter(|(_, user)| {
+                let no_heartbeat =
+                    user.last_heartbeat.timestamp() + heartbeat_timeout_s < Utc::now().timestamp();
+
+                if !no_heartbeat {
+                    active_users += 1;
+                }
+
+                no_heartbeat
+            })
+            .map(|(user_id, _)| user_id.to_owned())
+            .collect::<Vec<Uuid>>();
+
+        for user_id in stale_users.iter() {
+            tracing::info!("Removing stale user {} from room {}", user_id, file_id);
+
+            self.leave_room(file_id, user_id).await?;
+        }
+
+        Ok((stale_users.len(), active_users))
+    }
+
+    /// Updates a user's heartbeat in a room
+    #[tracing::instrument(level = "trace")]
+    pub(crate) async fn update_user_heartbeat(
+        &self,
+        file_id: Uuid,
+        session_id: &Uuid,
+    ) -> Result<()> {
+        get_mut_room!(self, file_id)?
+            .users
+            .entry(session_id.to_owned())
+            .and_modify(|user| {
+                user.last_heartbeat = Utc::now();
+                tracing::trace!("Updating heartbeat for {session_id}");
+            });
+
+        Ok(())
+    }
+
+    /// updates a user's state in a room
+    pub(crate) async fn update_user_state(
+        &self,
+        file_id: &Uuid,
+        session_id: &Uuid,
+        user_state: &UserStateUpdate,
+    ) -> Result<()> {
+        get_mut_room!(self, file_id)?
+            .users
+            .entry(session_id.to_owned())
+            .and_modify(|user| {
+                if let Some(sheet_id) = user_state.sheet_id {
+                    user.state.sheet_id = sheet_id;
+                }
+                if let Some(selection) = &user_state.selection {
+                    user.state.selection = selection.to_owned();
+                }
+                if let Some(x) = user_state.x {
+                    user.state.x = x;
+                }
+                if let Some(y) = user_state.y {
+                    user.state.y = y;
+                }
+                if let Some(visible) = user_state.visible {
+                    user.state.visible = visible;
+                }
+                if let Some(cell_edit) = user_state.cell_edit.to_owned() {
+                    user.state.cell_edit = cell_edit;
+                }
+                if let Some(viewport) = user_state.viewport.to_owned() {
+                    user.state.viewport = viewport;
+                }
+
+                user.last_heartbeat = Utc::now();
+            });
+
+        Ok(())
+    }
+}
+
+#[cfg(test)]
+mod tests {
+    use crate::test_util::{assert_anyhow_error, new_user};
+
+    async fn setup() -> (State, Uuid, Uuid, User) {
+        let state = State::new();
+        let connection_id = Uuid::new_v4();
+        let file_id = Uuid::new_v4();
+        let user = new_user();
+
+        state.enter_room(file_id, &user, connection_id).await;
+
+        (state, connection_id, file_id, user)
+    }
+
+    use super::*;
+    #[tokio::test]
+    async fn removes_stale_users_in_room() {
+        let (state, connection_id, file_id, _) = setup().await;
+
+        tokio::time::sleep(tokio::time::Duration::from_millis(1000)).await;
+
+        let new_user = new_user();
+        state.enter_room(file_id, &new_user, connection_id).await;
+        state.remove_stale_users_in_room(file_id, 0).await.unwrap();
+        assert_eq!(get_room!(state, file_id).unwrap().users.len(), 1);
+
+        tokio::time::sleep(tokio::time::Duration::from_millis(1000)).await;
+
+        state.remove_stale_users_in_room(file_id, 0).await.unwrap();
+        let expected = format!("Room {file_id} not found");
+        assert_anyhow_error(get_room!(state, file_id), &expected);
+    }
+
+    #[tokio::test]
+    async fn updates_a_users_heartbeat() {
+        let (state, _, file_id, user) = setup().await;
+
+        let old_heartbeat = state
+            ._get_user_in_room(&file_id, &user.session_id)
+            .await
+            .unwrap()
+            .last_heartbeat;
+
+        state
+            .update_user_heartbeat(file_id, &user.session_id)
+            .await
+            .unwrap();
+
+        let new_heartbeat = state
+            ._get_user_in_room(&file_id, &user.session_id)
+            .await
+            .unwrap()
+            .last_heartbeat;
+
+        assert!(old_heartbeat < new_heartbeat);
+    }
+}
diff --git a/quadratic-multiplayer/src/test_util.rs b/quadratic-multiplayer/src/test_util.rs
index 010072c6ea..ed0a6e2818 100644
--- a/quadratic-multiplayer/src/test_util.rs
+++ b/quadratic-multiplayer/src/test_util.rs
@@ -1,39 +1,90 @@
 use fake::faker::filesystem::en::FilePath;
+use fake::faker::internet::en::FreeEmail;
 use fake::faker::name::en::{FirstName, LastName};
 use fake::Fake;
 use futures::stream::StreamExt;
 use futures_util::SinkExt;
+use quadratic_core::controller::operations::operation::Operation;
+use quadratic_core::controller::GridController;
+use quadratic_core::{Array, CellValue, SheetRect};
 use std::sync::Arc;
 use std::{
+    fmt::Debug,
     future::IntoFuture,
     net::{Ipv4Addr, SocketAddr},
 };
-use tokio_tungstenite::tungstenite;
+use tokio::net::TcpStream;
+use tokio::sync::Mutex;
+use tokio_tungstenite::{tungstenite, MaybeTlsStream, WebSocketStream};
 use uuid::Uuid;
 
-use crate::message::MessageRequest;
-use crate::state::{State, User};
+use crate::message::request::MessageRequest;
+use crate::state::user::{User, UserState};
+use crate::state::State;
+
+pub(crate) fn assert_anyhow_error<T: Debug>(result: anyhow::Result<T>, message: &str) {
+    let error = result.unwrap_err();
+    let root_cause = error.root_cause();
+
+    assert_eq!(format!("{}", root_cause), message);
+}
 
 pub(crate) fn new_user() -> User {
     User {
-        id: "user".to_string(),
+        session_id: Uuid::new_v4(),
+        user_id: Uuid::new_v4().to_string(),
         first_name: FirstName().fake(),
         last_name: LastName().fake(),
+        email: FreeEmail().fake(),
+        state: UserState {
+            sheet_id: Uuid::new_v4(),
+            selection: "".to_string(),
+            cell_edit: Default::default(),
+            x: 0.0,
+            y: 0.0,
+            visible: false,
+            viewport: "initial viewport".to_string(),
+        },
         image: FilePath().fake(),
         socket: None,
+        last_heartbeat: chrono::Utc::now(),
     }
 }
 
-pub(crate) async fn add_user_to_room(file_id: Uuid, user: User, state: Arc<State>) -> User {
-    state.enter_room(file_id, &user).await;
+pub(crate) async fn add_user_to_room(
+    file_id: Uuid,
+    user: User,
+    state: Arc<State>,
+    connection_id: Uuid,
+) -> User {
+    state.enter_room(file_id, &user, connection_id).await;
     user
 }
 
-pub(crate) async fn add_new_user_to_room(file_id: Uuid, state: Arc<State>) -> User {
-    add_user_to_room(file_id, new_user(), state).await
+pub(crate) async fn add_new_user_to_room(
+    file_id: Uuid,
+    state: Arc<State>,
+    connection_id: Uuid,
+) -> User {
+    add_user_to_room(file_id, new_user(), state, connection_id).await
+}
+
+pub(crate) fn grid_setup() -> GridController {
+    GridController::new()
+}
+
+pub(crate) fn operation(grid: &mut GridController, x: i64, y: i64, value: &str) -> Operation {
+    let sheet_id = grid.sheet_ids().first().unwrap().to_owned();
+    let sheet_rect = SheetRect::single_pos((x, y).into(), sheet_id);
+    let value = CellValue::Text(value.into());
+    let values = Array::from(value);
+
+    Operation::SetCellValues { sheet_rect, values }
 }
 
-pub(crate) async fn integration_test(state: Arc<State>, request: MessageRequest) -> String {
+pub(crate) async fn integration_test_setup(
+    state: Arc<State>,
+) -> WebSocketStream<MaybeTlsStream<TcpStream>> {
     let listener = tokio::net::TcpListener::bind(SocketAddr::from((Ipv4Addr::UNSPECIFIED, 0)))
         .await
         .unwrap();
@@ -42,20 +93,35 @@ pub(crate) async fn integration_test(state: Arc<State>, request: MessageRequest)
     // run the server in a separate thread
     tokio::spawn(axum::serve(listener, crate::server::app(state)).into_future());
 
-    let (mut socket, _response) = tokio_tungstenite::connect_async(format!("ws://{addr}/ws"))
+    let (socket, _response) = tokio_tungstenite::connect_async(format!("ws://{addr}/ws"))
         .await
         .unwrap();
 
+    socket
+}
+
+pub(crate) async fn integration_test_send_and_receive(
+    socket: Arc<Mutex<WebSocketStream<MaybeTlsStream<TcpStream>>>>,
+    request: MessageRequest,
+    expect_response: bool,
+) -> Option<String> {
     // send the message
     socket
+        .lock()
+        .await
         .send(tungstenite::Message::text(
             serde_json::to_string(&request).unwrap(),
         ))
         .await
         .unwrap();
+    if !expect_response {
+        return None;
+    }
 
-    match socket.next().await.unwrap().unwrap() {
+    let response = match socket.lock().await.next().await.unwrap().unwrap() {
         tungstenite::Message::Text(msg) => msg,
         other => panic!("expected a text message but got {other:?}"),
-    }
+    };
+
+    Some(response)
 }
diff --git a/quadratic-shared/typesAndSchemas.ts b/quadratic-shared/typesAndSchemas.ts
index 94314aa6e8..bd541dda73 100644
--- a/quadratic-shared/typesAndSchemas.ts
+++ b/quadratic-shared/typesAndSchemas.ts
@@ -1,4 +1,4 @@
-import z from 'zod';
+import * as z from 'zod';
 
 // =============================================================================
 // Previously: src/permissions.ts
diff --git a/rust-shared/Cargo.toml b/rust-shared/Cargo.toml
new file mode 100644
index 0000000000..8f39d4aa2a
--- /dev/null
+++ b/rust-shared/Cargo.toml
@@ -0,0 +1,12 @@
+[package]
+name = "rust-shared"
+version = "0.1.0"
+edition = "2021"
+
+# See more keys and their definitions at https://doc.rust-lang.org/cargo/reference/manifest.html
+
+[dependencies]
+quadratic-core = { path = "../quadratic-core" }
+tabled = { version ="0.14.0", features = ["color"] }
+
+[dev-dependencies]
\ No newline at end of file
diff --git a/rust-shared/README.md b/rust-shared/README.md
new file mode 100644
index 0000000000..12abf9d838
--- /dev/null
+++ b/rust-shared/README.md
@@ -0,0 +1,2 @@
+# Shared Rust Utilities
+
diff --git a/quadratic-core/examples/v1_0.grid b/rust-shared/data/grid/v1_0.grid
similarity index 100%
rename from quadratic-core/examples/v1_0.grid
rename to rust-shared/data/grid/v1_0.grid
diff --git a/quadratic-core/examples/v1_1.grid b/rust-shared/data/grid/v1_1.grid
similarity index 100%
rename from quadratic-core/examples/v1_1.grid
rename to rust-shared/data/grid/v1_1.grid
diff --git a/quadratic-core/examples/v1_2.grid b/rust-shared/data/grid/v1_2.grid
similarity index 100%
rename from quadratic-core/examples/v1_2.grid
rename to rust-shared/data/grid/v1_2.grid
diff --git a/quadratic-core/examples/v1_3.grid b/rust-shared/data/grid/v1_3.grid
similarity index 100%
rename from quadratic-core/examples/v1_3.grid
rename to rust-shared/data/grid/v1_3.grid
diff --git a/quadratic-core/examples/v1_3_borders.grid b/rust-shared/data/grid/v1_3_borders.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_borders.grid
rename to rust-shared/data/grid/v1_3_borders.grid
diff --git a/quadratic-core/examples/v1_3_fill_color.grid b/rust-shared/data/grid/v1_3_fill_color.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_fill_color.grid
rename to rust-shared/data/grid/v1_3_fill_color.grid
diff --git a/quadratic-core/examples/v1_3_multi_column_python.grid b/rust-shared/data/grid/v1_3_multi_column_python.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_multi_column_python.grid
rename to rust-shared/data/grid/v1_3_multi_column_python.grid
diff --git a/quadratic-core/examples/v1_3_npm_downloads.grid b/rust-shared/data/grid/v1_3_npm_downloads.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_npm_downloads.grid
rename to rust-shared/data/grid/v1_3_npm_downloads.grid
diff --git a/quadratic-core/examples/v1_3_numeric_format.grid b/rust-shared/data/grid/v1_3_numeric_format.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_numeric_format.grid
rename to rust-shared/data/grid/v1_3_numeric_format.grid
diff --git a/quadratic-core/examples/v1_3_python.grid b/rust-shared/data/grid/v1_3_python.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_python.grid
rename to rust-shared/data/grid/v1_3_python.grid
diff --git a/quadratic-core/examples/c1_3_python_text_only.grid b/rust-shared/data/grid/v1_3_python_text_only.grid
similarity index 100%
rename from quadratic-core/examples/c1_3_python_text_only.grid
rename to rust-shared/data/grid/v1_3_python_text_only.grid
diff --git a/quadratic-core/examples/v1_3_single_code_cell.grid b/rust-shared/data/grid/v1_3_single_code_cell.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_single_code_cell.grid
rename to rust-shared/data/grid/v1_3_single_code_cell.grid
diff --git a/quadratic-core/examples/v1_3_single_formula.grid b/rust-shared/data/grid/v1_3_single_formula.grid
similarity index 100%
rename from quadratic-core/examples/v1_3_single_formula.grid
rename to rust-shared/data/grid/v1_3_single_formula.grid
diff --git a/quadratic-core/examples/v1_4_airports_distance.grid b/rust-shared/data/grid/v1_4_airports_distance.grid
similarity index 100%
rename from quadratic-core/examples/v1_4_airports_distance.grid
rename to rust-shared/data/grid/v1_4_airports_distance.grid
diff --git a/quadratic-core/examples/v1_4_full_featured.grid b/rust-shared/data/grid/v1_4_full_featured.grid
similarity index 100%
rename from quadratic-core/examples/v1_4_full_featured.grid
rename to rust-shared/data/grid/v1_4_full_featured.grid
diff --git a/quadratic-core/examples/v1_4_simple.grid b/rust-shared/data/grid/v1_4_simple.grid
similarity index 100%
rename from quadratic-core/examples/v1_4_simple.grid
rename to rust-shared/data/grid/v1_4_simple.grid
diff --git a/rust-shared/data/grid/v1_5_simple.grid b/rust-shared/data/grid/v1_5_simple.grid
new file mode 100644
index 0000000000..ccadf987de
--- /dev/null
+++ b/rust-shared/data/grid/v1_5_simple.grid
@@ -0,0 +1,275 @@
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diff --git a/rust-shared/src/lib.rs b/rust-shared/src/lib.rs
new file mode 100644
index 0000000000..8b13789179
--- /dev/null
+++ b/rust-shared/src/lib.rs
@@ -0,0 +1 @@
+
diff --git a/vercel.json b/vercel.json
index d63568a6fc..2bae050866 100644
--- a/vercel.json
+++ b/vercel.json
@@ -1,4 +1,5 @@
 {
-  "buildCommand": "./scripts/run-ci-build.sh",
-  "installCommand": "npm install"
+  "buildCommand": "./infra/client/build-client-ci.sh",
+  "installCommand": "npm install",
+  "outputDirectory": "build"
 }