From b2685dafea4af77cf24897c7321b199de1a0afd7 Mon Sep 17 00:00:00 2001 From: Julien Maupetit Date: Wed, 6 Nov 2024 15:49:53 +0100 Subject: [PATCH] =?UTF-8?q?=E2=9A=A1=EF=B8=8F(api)=20automate=20API=20perf?= =?UTF-8?q?ormance=20testing=20using=20Locust?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit API performances are now automatically tested in the CI and collected data are stored to track their evolution. One can also test API performance locally using the locust service. --- .github/workflows/api.yml | 222 ++++++- .gitignore | 1 + Makefile | 60 +- data/bench.csv | 5 + docker-compose.yml | 59 +- env.d/api | 12 +- env.d/bench | 0 env.d/locust | 3 + src/api/Dockerfile | 3 +- src/api/Pipfile | 4 + src/api/Pipfile.lock | 1164 +++++++++++++++++++++++++++++++------ src/bench/Dockerfile | 5 + src/bench/README.md | 0 src/bench/cli.py | 77 +++ src/bench/locustfile.py | 222 +++++++ 15 files changed, 1637 insertions(+), 200 deletions(-) create mode 100644 data/bench.csv create mode 100644 env.d/bench create mode 100644 env.d/locust create mode 100644 src/bench/Dockerfile create mode 100644 src/bench/README.md create mode 100644 src/bench/cli.py create mode 100644 src/bench/locustfile.py diff --git a/.github/workflows/api.yml b/.github/workflows/api.yml index a70add87..ec6745d8 100644 --- a/.github/workflows/api.yml +++ b/.github/workflows/api.yml @@ -28,7 +28,7 @@ jobs: - name: Install dependencies run: | cd src/api - pipenv install -d . + pipenv install -d lint-api: needs: build-api @@ -53,6 +53,226 @@ jobs: - name: Lint with MyPy run: pipenv run mypy qualicharge tests + lint-bench: + needs: build-api + runs-on: ubuntu-latest + defaults: + run: + working-directory: ./src/api + steps: + - uses: actions/checkout@v4 + - name: Install pipenv + run: pipx install pipenv + - name: Set up Python 3.12 + uses: actions/setup-python@v5 + with: + python-version: "3.12" + cache: "pipenv" + cache-dependency-path: "src/api/Pipfile.lock" + - name: Lint with Black + run: pipenv run black --check ../bench + - name: Lint with Ruff + run: pipenv run ruff check ../bench + - name: Lint with MyPy + run: pipenv run mypy ../bench + + bench-api: + needs: build-api + runs-on: ubuntu-latest + services: + postgresql: + image: timescale/timescaledb-ha:pg14-ts2.14-oss + env: + POSTGRES_DB: qualicharge-api + POSTGRES_USER: qualicharge + POSTGRES_PASSWORD: pass + options: >- + --health-cmd pg_isready + --health-interval 10s + --health-timeout 5s + --health-retries 5 + ports: + - 5432:5432 + permissions: + pull-requests: write + contents: write + defaults: + run: + working-directory: ./src/api + env: + PORT: 8000 + QUALICHARGE_DB_ENGINE: postgresql+psycopg + QUALICHARGE_DB_HOST: localhost + QUALICHARGE_DB_NAME: qualicharge-api + QUALICHARGE_TEST_DB_NAME: test-qualicharge-api + QUALICHARGE_OIDC_IS_ENABLED: False + QUALICHARGE_ALLOWED_HOSTS: '["http://localhost:8000"]' + QUALICHARGE_API_STATIQUE_BULK_CREATE_MAX_SIZE: 1000 + QUALICHARGE_DEBUG: 0 + QUALICHARGE_PROFILING: 0 + QUALICHARGE_UVICORN_WORKERS: 1 + QUALICHARGE_DB_CONNECTION_MAX_OVERFLOW: 200 + QUALICHARGE_DB_CONNECTION_POOL_SIZE: 50 + QUALICHARGE_STATIQUE_DATA_PATH: /home/runner/work/qualicharge/qualicharge/data/irve-statique.json.gz + QUALICHARGE_API_ADMIN_USER: admin + QUALICHARGE_API_ADMIN_PASSWORD: admin + # This is a fake setting required to run the app + QUALICHARGE_OIDC_PROVIDER_BASE_URL: http://localhost:8000/fake + QUALICHARGE_OAUTH2_TOKEN_ENCODING_KEY: thisissupersecret + QUALICHARGE_OAUTH2_TOKEN_ISSUER: http://test:8000 + QUALICHARGE_EXECUTION_ENVIRONMENT: ci + steps: + - uses: actions/checkout@v4 + with: + ref: ${{ github.head_ref }} + - name: Create postgis extension + run: psql "postgresql://qualicharge:pass@localhost:5432/qualicharge-api" -c "create extension postgis;" + - name: Install pipenv + run: pipx install pipenv + - name: Set up Python 3.12 + uses: actions/setup-python@v5 + with: + python-version: "3.12" + cache: "pipenv" + cache-dependency-path: "src/api/Pipfile.lock" + - name: Run database migrations + run: pipenv run alembic -c qualicharge/alembic.ini upgrade head + - name: Create API superuser + run: | + pipenv run python -m qualicharge create-user \ + admin \ + --email admin@example.com \ + --password admin \ + --is-active \ + --is-superuser \ + --is-staff \ + --force + - name: Seed API database + run: | + pipenv install -d --skip-lock qualicharge-client + pipenv run honcho start & + sleep 10 + zcat ../../data/irve-statique.json.gz | \ + head -n 500 | \ + pipenv run qcc static bulk --chunk-size 100 + env: + QCC_API_LOGIN_USERNAME: admin + QCC_API_LOGIN_PASSWORD: admin + QCC_API_ROOT_URL: "http://localhost:8000/api/v1" + # API server is still running here + - name: Run locust + run: | + pipenv run locust \ + -f ../bench/locustfile.py \ + --headless \ + -u 30 \ + -r 1 \ + --run-time 30s \ + -H "http://localhost:${PORT}/api/v1" \ + --csv bench_admin \ + --exit-code-on-error 0 \ + APIAdminUser + - name: Add bench file metadata + run: | + pipenv run \ + python ../bench/cli.py \ + stamp bench_admin_stats.csv $(git rev-parse --short "${GITHUB_SHA}") \ + > bench_admin_stats_stamped.csv + - name: Save bench CSV as artefact + uses: actions/upload-artifact@v4 + with: + name: api-admin-benchmark + path: ./src/api/bench_admin_stats_stamped.csv + - name: Generate markdown table + run: | + echo -e "### Current benchmark\n\n" >> bench_admin_stats.md && \ + pipenv run csvlook -I bench_admin_stats_stamped.csv >> bench_admin_stats.md && \ + echo -e "\n### Comparison with the latest previous benchmark\n\n" >> bench_admin_stats.md && \ + echo -e "> A lower (negative) value means the current version performs better than the previous one.\n\n" >> bench_admin_stats.md && \ + pipenv run \ + python ../bench/cli.py diff ../../data/bench.csv bench_admin_stats_stamped.csv | \ + pipenv run \ + csvlook -I >> bench_admin_stats.md + cat bench_admin_stats.md + - uses: actions/github-script@v7 + with: + script: | + const fs = require('node:fs'); + fs.readFile('/home/runner/work/qualicharge/qualicharge/src/api/bench_admin_stats.md', 'utf8', (err, data) => { + if (err) { + console.error(err); + return; + } + github.rest.issues.createComment({ + issue_number: context.issue.number, + owner: context.repo.owner, + repo: context.repo.repo, + body: data + }); + }); + + # Only when a PR is merged + update-bench-db: + if: github.event.pull_request.merged == true + needs: + - build-api + - bench-api + runs-on: ubuntu-latest + permissions: + pull-requests: write + contents: write + defaults: + run: + working-directory: ./src/api + steps: + - uses: actions/checkout@v4 + with: + ref: ${{ github.head_ref }} + - name: Install pipenv + run: pipx install pipenv + - name: Set up Python 3.12 + uses: actions/setup-python@v5 + with: + python-version: "3.12" + cache: "pipenv" + cache-dependency-path: "src/api/Pipfile.lock" + - name: Get latest bench CSV artefact + uses: actions/download-artifact@v4 + with: + name: api-admin-benchmark + path: ./src/api + - name: Merge Bench database + run: | + pipenv run \ + csvstack \ + ../../data/bench.csv \ + bench_admin_stats_stamped.csv \ + > /tmp/bench.csv + cp -f /tmp/bench.csv ../../data/bench.csv + - name: Create Pull Request + uses: peter-evans/create-pull-request@v7 + with: + add-paths: | + data/bench.csv + commit-message: | + ⚡️(api) update benchmark database + + Update bench database. + branch: update-api-bench-db + title: "⚡️(api) update benchmark database" + body: | + ## Purpose + + Each time a PR is merged and a new benchmark has been released, the bench database is updated. + + ## Proposal + + - [x] update `data/bench.csv` + + labels: | + API + needs review + test-database-migrations: needs: build-api runs-on: ubuntu-latest diff --git a/.gitignore b/.gitignore index d5abbf9c..f4d0e860 100644 --- a/.gitignore +++ b/.gitignore @@ -49,6 +49,7 @@ scripts/*.csv # -- Tools .coverage +src/api/bench_*.csv # Prefect src/prefect/.htpasswd diff --git a/Makefile b/Makefile index 4bbac961..aa2d1a58 100644 --- a/Makefile +++ b/Makefile @@ -30,6 +30,29 @@ data/afirev-charging.csv: data @echo "You should download CSV file from $(AFIREV_CHARGING_DATASET_URL)" # -- Docker/compose +bench-reset-db: ## Reset API database to run benchmark + $(COMPOSE) stop + $(COMPOSE) up -d --wait --force-recreate postgresql + $(MAKE) migrate-api + $(MAKE) create-api-superuser + $(COMPOSE) up -d --wait api + zcat data/irve-statique.json.gz | head -n 500 | \ + bin/qcc static bulk --chunk-size 1000 +.PHONY: bench-reset-db + +bench: ## run API benchmark + $(COMPOSE_RUN_API_PIPENV) \ + locust \ + -f /mnt/bench/locustfile.py \ + --headless \ + -u 30 \ + -r 1 \ + --run-time 30s \ + -H 'http://api:8000/api/v1' \ + --csv bench_admin \ + APIAdminUser +.PHONY: bench + bootstrap: ## bootstrap the project for development bootstrap: \ build \ @@ -61,6 +84,10 @@ build-client: ## build the client image $(COMPOSE) build client .PHONY: build-client +build-locust: ## build locust image + @$(COMPOSE) build locust +.PHONY: build-locust + build-notebook: ## build custom jupyter notebook image @$(COMPOSE) build notebook .PHONY: build-notebook @@ -134,6 +161,10 @@ run-dashboard: ## run the dashboard service $(COMPOSE_UP) dashboard .PHONY: run-dashboard +run-locust: ## run the locust service + $(COMPOSE_UP) --wait locust-worker +.PHONY: run-locust + status: ## an alias for "docker compose ps" @$(COMPOSE) ps .PHONY: status @@ -285,7 +316,6 @@ jupytext--to-ipynb: ## convert remote md files into ipynb reset-db: ## Reset the PostgreSQL database $(COMPOSE) stop - $(COMPOSE) down postgresql metabase $(MAKE) migrate-api $(MAKE) create-api-superuser $(MAKE) create-api-test-db @@ -339,6 +369,7 @@ seed-dashboard: ## seed dashboard lint: ## lint all sources lint: \ lint-api \ + lint-bench \ lint-client \ lint-prefect \ lint-dashboard @@ -351,6 +382,13 @@ lint-api: \ lint-api-mypy .PHONY: lint-api +lint-bench: ## lint api python sources +lint-bench: \ + lint-bench-black \ + lint-bench-ruff \ + lint-bench-mypy +.PHONY: lint-bench + lint-client: ## lint client python sources lint-client: \ lint-client-black \ @@ -393,6 +431,26 @@ lint-api-mypy: ## lint api python sources with mypy @$(COMPOSE_RUN_API_PIPENV) mypy qualicharge tests .PHONY: lint-api-mypy +lint-bench-black: ## lint bench python sources with black + @echo 'lint:black started…' + @$(COMPOSE_RUN_API_PIPENV) black /mnt/bench +.PHONY: lint-bench-black + +lint-bench-ruff: ## lint bench python sources with ruff + @echo 'lint:ruff started…' + @$(COMPOSE_RUN_API_PIPENV) ruff check /mnt/bench +.PHONY: lint-bench-ruff + +lint-bench-ruff-fix: ## lint and fix api python sources with ruff + @echo 'lint:ruff-fix started…' + @$(COMPOSE_RUN_API_PIPENV) ruff check --fix /mnt/bench +.PHONY: lint-bench-ruff-fix + +lint-bench-mypy: ## lint bench python sources with mypy + @echo 'lint:mypy started…' + @$(COMPOSE_RUN_API_PIPENV) mypy /mnt/bench +.PHONY: lint-bench-mypy + lint-client-black: ## lint api python sources with black @echo 'lint:black started…' @$(COMPOSE_RUN_CLIENT) black qcc tests diff --git a/data/bench.csv b/data/bench.csv new file mode 100644 index 00000000..173bdaf2 --- /dev/null +++ b/data/bench.csv @@ -0,0 +1,5 @@ +Type,Name,Request Count,Failure Count,Median Response Time,Average Response Time,Min Response Time,Max Response Time,Average Content Size,Requests/s,Failures/s,50%,66%,75%,80%,90%,95%,98%,99%,99.9%,99.99%,100%,git,timestamp,version +GET,/auth/whoami,449,0,41.0,190.682040076386,3.025668993359432,1548.9330790005624,160.0,15.502850350234926,0.0,41,250,290,320,530,760,920,1000,1500,1500,1500,e4bea93,2024-11-25 15:53:10.141468+00:00,0.15.0 +GET,/statique/?limit=10,415,0,190.0,309.7470774553037,15.45504099340178,1597.348899987992,13822.0,14.328915134404218,0.0,190,330,510,550,830,1000,1200,1400,1600,1600,1600,e4bea93,2024-11-25 15:53:10.141468+00:00,0.15.0 +GET,/statique/?limit=100,424,0,320.0,451.6924511111904,96.59699301118962,1808.202302985592,129002.0,14.639662691535875,0.0,320,510,590,720,1000,1100,1600,1700,1800,1800,1800,e4bea93,2024-11-25 15:53:10.141468+00:00,0.15.0 +,Aggregated,1288,0,220.0,314.9680686408331,3.025668993359432,1808.202302985592,46975.79037267081,44.47142817617502,0.0,230,320,500,540,810,1000,1200,1500,1800,1800,1800,e4bea93,2024-11-25 15:53:10.141468+00:00,0.15.0 diff --git a/docker-compose.yml b/docker-compose.yml index 022043de..bc5423a3 100644 --- a/docker-compose.yml +++ b/docker-compose.yml @@ -43,8 +43,10 @@ services: volumes: - ./src/api:/app - ./data:/data + - ./src/bench:/mnt/bench depends_on: - - postgresql + postgresql: + condition: service_healthy client: build: @@ -75,7 +77,8 @@ services: volumes: - ./src/dashboard:/app depends_on: - - postgresql + postgresql: + condition: service_healthy keycloak: image: quay.io/keycloak/keycloak:26.0 @@ -104,7 +107,8 @@ services: timeout: 5s retries: 5 depends_on: - - postgresql + postgresql: + condition: service_healthy notebook: build: @@ -123,7 +127,8 @@ services: volumes: - .:/home/jovyan/work depends_on: - - postgresql + postgresql: + condition: service_healthy opendata: build: @@ -140,7 +145,8 @@ services: volumes: - ./src/opendata:/app depends_on: - - postgresql + postgresql: + condition: service_healthy prefect: build: @@ -167,7 +173,8 @@ services: volumes: - ./src/prefect:/app depends_on: - - postgresql + postgresql: + condition: service_healthy prefect-worker: image: "qualicharge:prefect" @@ -192,6 +199,45 @@ services: depends_on: - postgresql + locust: + build: + context: ./src/bench + args: + DOCKER_UID: ${DOCKER_UID:-1000} + DOCKER_GID: ${DOCKER_GID:-1000} + user: ${DOCKER_USER:-1000} + image: "qualicharge:locust" + ports: + - "8040:8089" + env_file: + - env.d/locust + volumes: + - ./src/bench:/app + - ./data:/data + command: -f /app/locustfile.py --master -H 'http://api:8000/api/v1' + depends_on: + api: + condition: service_healthy + + locust-worker: + build: + context: ./src/bench + args: + DOCKER_UID: ${DOCKER_UID:-1000} + DOCKER_GID: ${DOCKER_GID:-1000} + user: ${DOCKER_USER:-1000} + image: "qualicharge:locust" + deploy: + replicas: 5 + env_file: + - env.d/locust + volumes: + - ./src/bench:/app + - ./data:/data + command: -f /app/locustfile.py --worker --master-host locust + depends_on: + - locust + # -- tools curl: image: curlimages/curl:8.11.0 @@ -222,4 +268,3 @@ services: working_dir: /home/terraform volumes: - ./provisioning:/home/terraform - diff --git a/env.d/api b/env.d/api index 40d47514..b86fdff0 100644 --- a/env.d/api +++ b/env.d/api @@ -1,6 +1,10 @@ PORT=8000 QUALICHARGE_ALLOWED_HOSTS=["http://localhost:8010"] +QUALICHARGE_API_ADMIN_PASSWORD=admin +QUALICHARGE_API_ADMIN_USER=admin QUALICHARGE_API_STATIQUE_BULK_CREATE_MAX_SIZE=1000 +QUALICHARGE_DB_CONNECTION_MAX_OVERFLOW=200 +QUALICHARGE_DB_CONNECTION_POOL_SIZE=50 QUALICHARGE_DB_ENGINE=postgresql+psycopg QUALICHARGE_DB_HOST=postgresql QUALICHARGE_DB_NAME=qualicharge-api @@ -8,10 +12,12 @@ QUALICHARGE_DB_PASSWORD=pass QUALICHARGE_DB_PORT=5432 QUALICHARGE_DB_USER=qualicharge QUALICHARGE_DEBUG=1 -QUALICHARGE_PROFILING=1 QUALICHARGE_EXECUTION_ENVIRONMENT=development -QUALICHARGE_OIDC_PROVIDER_BASE_URL=http://keycloak:8080/realms/qualicharge -QUALICHARGE_OIDC_IS_ENABLED=False QUALICHARGE_OAUTH2_TOKEN_ENCODING_KEY=thisissupersecret QUALICHARGE_OAUTH2_TOKEN_ISSUER=http://localhost:8010 +QUALICHARGE_OIDC_IS_ENABLED=False +QUALICHARGE_OIDC_PROVIDER_BASE_URL=http://keycloak:8080/realms/qualicharge +QUALICHARGE_PROFILING=1 +QUALICHARGE_STATIQUE_DATA_PATH=/data/irve-statique.json.gz QUALICHARGE_TEST_DB_NAME=test-qualicharge-api +QUALICHARGE_UVICORN_WORKERS=1 diff --git a/env.d/bench b/env.d/bench new file mode 100644 index 00000000..e69de29b diff --git a/env.d/locust b/env.d/locust new file mode 100644 index 00000000..ec80abfd --- /dev/null +++ b/env.d/locust @@ -0,0 +1,3 @@ +QUALICHARGE_API_ADMIN_PASSWORD=admin +QUALICHARGE_API_ADMIN_USER=admin +QUALICHARGE_STATIQUE_DATA_PATH=/data/irve-statique.json.gz diff --git a/src/api/Dockerfile b/src/api/Dockerfile index 1a56d924..40c78b36 100644 --- a/src/api/Dockerfile +++ b/src/api/Dockerfile @@ -41,8 +41,7 @@ RUN mkdir /app && \ COPY --chown="${PIPENV_USER_NAME}:${PIPENV_GROUP_NAME}" . /app WORKDIR /app USER ${PIPENV_USER_NAME}:${PIPENV_GROUP_NAME} -RUN pipenv install -d && \ - pipenv install -e . +RUN pipenv install -d # -- Run -- CMD pipenv run honcho start diff --git a/src/api/Pipfile b/src/api/Pipfile index 1e2dca21..aa53b223 100644 --- a/src/api/Pipfile +++ b/src/api/Pipfile @@ -15,6 +15,7 @@ pandas = "==2.2.3" passlib = {extras = ["bcrypt"], version = "==1.7.4"} psycopg = {extras = ["pool", "binary"], version = "==3.2.3"} pyarrow = "==18.0.0" +pydantic = "==2.9.2" pydantic-extra-types = {extras = ["all"], version = "==2.10.0"} pydantic-settings = "==2.6.1" pyinstrument = "==5.0.0" @@ -32,15 +33,18 @@ uvicorn = {extras = ["standard"] } black = "==24.10.0" csvkit = "==2.0.1" honcho = "==2.0.0" +locust = "==2.32.2" mypy = "==1.13.0" pandas-stubs = "==2.2.3.241009" polyfactory = "==2.17.0" pytest = "==8.3.3" pytest-cov = "==6.0.0" pytest-httpx = "==0.34.0" +qualicharge = {path = ".", editable = true} ruff = "==0.7.4" types-passlib = "==1.7.7.20240819" types-python-jose = "==3.3.4.20240106" +types-requests = "==2.32.0.20241016" [requires] python_version = "3.12" diff --git a/src/api/Pipfile.lock b/src/api/Pipfile.lock index e35af987..7bc10fe3 100644 --- a/src/api/Pipfile.lock +++ b/src/api/Pipfile.lock @@ -1,7 +1,7 @@ { "_meta": { "hash": { - "sha256": "6ae18042da690979f5612476ebef004f6f26483778ab84e915b18d7dc7bad217" + "sha256": "533530b88cc064e0282839c7e1ffeae1afe7f61e178ed61baed0ff98689bc014" }, "pipfile-spec": 6, "requires": { @@ -44,36 +44,34 @@ }, "bcrypt": { "hashes": [ - "sha256:096a15d26ed6ce37a14c1ac1e48119660f21b24cba457f160a4b830f3fe6b5cb", - "sha256:0da52759f7f30e83f1e30a888d9163a81353ef224d82dc58eb5bb52efcabc399", - "sha256:1bb429fedbe0249465cdd85a58e8376f31bb315e484f16e68ca4c786dcc04291", - "sha256:1d84cf6d877918620b687b8fd1bf7781d11e8a0998f576c7aa939776b512b98d", - "sha256:1ee38e858bf5d0287c39b7a1fc59eec64bbf880c7d504d3a06a96c16e14058e7", - "sha256:1ff39b78a52cf03fdf902635e4c81e544714861ba3f0efc56558979dd4f09170", - "sha256:27fe0f57bb5573104b5a6de5e4153c60814c711b29364c10a75a54bb6d7ff48d", - 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00000000..b22bc0b4 --- /dev/null +++ b/src/bench/Dockerfile @@ -0,0 +1,5 @@ +FROM locustio/locust:2.32.2 + +RUN pip install \ + pandas \ + pyarrow diff --git a/src/bench/README.md b/src/bench/README.md new file mode 100644 index 00000000..e69de29b diff --git a/src/bench/cli.py b/src/bench/cli.py new file mode 100644 index 00000000..107b56a2 --- /dev/null +++ b/src/bench/cli.py @@ -0,0 +1,77 @@ +#!/usr/bin/env python + +"""Locust benchmark utility. + +This client provides utilities to modify Locust output files. +""" + +from pathlib import Path + +import pandas as pd +import typer + +import qualicharge + +app = typer.Typer(no_args_is_help=True) + + +@app.command() +def stamp(csv_file: Path, revision: str): + """Add date and version to locust stats csv file. + + It prints stamped CSV file in the standard output stream. + """ + df = pd.read_csv(csv_file, dtype_backend="pyarrow") + + # Add metadata + df["git"] = revision + df["timestamp"] = pd.Timestamp.now(tz="utc") + df["version"] = qualicharge.__version__ + typer.echo(df.to_csv(index=False)) + + +@app.command() +def diff(database: Path, current: Path, short: bool = True): + """Compare current bench with the last-known bench. + + Database path should point to the CSV file history, and current to the + ran benchmark. + """ + db = pd.read_csv(database, dtype_backend="pyarrow") + bench = pd.read_csv(current, dtype_backend="pyarrow") + + # Get latest revision + latest_revision = ( + db[["git", "timestamp"]].sort_values(by="timestamp").tail(1)["git"].iloc[0] + ) + latest = db.loc[db["git"] == latest_revision] + + # Calculate diff + cols = list( + set(latest.columns.values) - {"Type", "Name", "git", "timestamp", "version"} + ) + diff = bench[cols] - latest[cols] + diff.insert(0, "Type", latest["Type"]) + diff.insert(1, "Name", latest["Name"]) + + # Print result + short_columns = [ + "Type", + "Name", + "Request Count", + "Failure Count", + "Median Response Time", + "Average Response Time", + "Min Response Time", + "Max Response Time", + "Average Content Size", + "Requests/s", + ] + if short: + typer.echo(diff[short_columns].to_csv(index=False)) + else: + typer.echo(diff.to_csv(index=False)) + + +if __name__ == "__main__": + app() diff --git a/src/bench/locustfile.py b/src/bench/locustfile.py new file mode 100644 index 00000000..5ba20ca9 --- /dev/null +++ b/src/bench/locustfile.py @@ -0,0 +1,222 @@ +"""QualiCharge API load tests.""" + +import os +from datetime import datetime, timedelta, timezone +from functools import cache +from http import HTTPStatus +from pathlib import Path + +import pandas as pd +import requests +from locust import FastHttpUser, task + +API_ADMIN_USER: str = os.environ["QUALICHARGE_API_ADMIN_USER"] +API_ADMIN_PASSWORD: str = os.environ["QUALICHARGE_API_ADMIN_PASSWORD"] +STATIQUE_DATA_PATH: Path = Path(os.environ["QUALICHARGE_STATIQUE_DATA_PATH"]) +STATIC_DB_OFFSET: int = 500 + + +@cache +def load_statique_db(db_path: Path): + """Load statique database.""" + db = pd.read_json(db_path, dtype_backend="pyarrow", lines=True) + return db.to_dict(orient="records") + + +class BaseAPIUser(FastHttpUser): + """Base API user.""" + + abstract: bool = True + username: str + password: str + static_db_path: Path + counter: dict = { + "static": {"create": STATIC_DB_OFFSET, "bulk": 10000}, + } + + def on_start(self): + """Log user in on start.""" + credentials = { + "username": self.username, + "password": self.password, + } + response = requests.post( + f"{self.host}/auth/token", data=credentials, timeout=30 + ) + token = response.json()["access_token"] + self.client.auth_header = f"Bearer {token}" + self.statique_db = load_statique_db(self.static_db_path) + + @task + def whoami(self): + """Test the /whoami endpoint.""" + self.client.get("/auth/whoami") + + @task + def statique_list(self): + """Assess the /statique GET endpoint.""" + with self.rest("GET", "/statique/?limit=100") as response: + if response.js["size"] == 0: + response.failure("Database contains no statique entries") + with self.rest("GET", "/statique/?limit=10") as response: + if response.js["size"] == 0: + response.failure("Database contains no statique entries") + + @task + def statique_get(self): + """Assess the /statique/{id_pdc_itinerance} GET endpoint.""" + id_pdc_itinerance = "FRALLEGO002006P3" + with self.rest("GET", f"/statique/{id_pdc_itinerance}") as response: + if "id_pdc_itinerance" not in response.js: + response.failure( + "Database does not contain target statique entry " + f"{id_pdc_itinerance}" + ) + + @task + def statique_update(self): + """Assess the /statique/{id_pdc_itinerance} PUT endpoint.""" + data = self.statique_db[22] + data["date_maj"] = "2024-11-21" + id_pdc_itinerance = data["id_pdc_itinerance"] + + with self.rest("PUT", f"/statique/{id_pdc_itinerance}", json=data) as response: + if "id_pdc_itinerance" not in response.js: + response.failure( + "Database does not contain target statique entry" + f"{id_pdc_itinerance}" + ) + + @task + def statique_create(self): + """Assess the /statique/ POST endpoint.""" + index = self.counter["static"]["create"] + data = self.statique_db[index] + + with self.rest("POST", "/statique/", json=data) as response: + if response.status_code == HTTPStatus.OK and response.js["size"] == 0: + response.failure("No Statique entry was created") + self.counter["static"]["create"] += 1 + + @task + def statique_bulk(self): + """Assess the /statique/bulk POST endpoint.""" + start = self.counter["static"]["bulk"] + limit = 50 + end = start + limit + data = self.statique_db[start:end] + + with self.rest("POST", "/statique/bulk", json=data) as response: + if response.js["size"] == 0: + response.failure("No Statique entry was created") + self.counter["static"]["bulk"] = end + + @task + def status_list(self): + """Assess the /dynamique/status/ GET endpoint.""" + with self.rest("GET", "/dynamique/status/") as response: + if response.status_code == HTTPStatus.NOT_FOUND: + response.success() + + @task + def status_get(self): + """Assess the /dynamique/status/{id_pdc_itinerance} GET endpoint.""" + id_pdc_itinerance = "FRALLEGO002006P3" + with self.rest("GET", f"/dynamique/status/{id_pdc_itinerance}") as response: + if response.status_code == HTTPStatus.NOT_FOUND: + response.success() + + @task + def status_history(self): + """Assess the /dynamique/status/{id_pdc_itinerance}/history GET endpoint.""" + id_pdc_itinerance = "FRALLEGO002006P3" + with self.rest( + "GET", f"/dynamique/status/{id_pdc_itinerance}/history" + ) as response: + if response.status_code == HTTPStatus.NOT_FOUND: + response.success() + + @task + def status_create(self): + """Assess the /dynamique/status/ POST endpoint.""" + now = datetime.now(timezone.utc) + data = { + "etat_pdc": "en_service", + "occupation_pdc": "libre", + "horodatage": now.isoformat(), + "etat_prise_type_2": "fonctionnel", + "etat_prise_type_combo_ccs": "fonctionnel", + "etat_prise_type_chademo": "fonctionnel", + "etat_prise_type_ef": "fonctionnel", + "id_pdc_itinerance": "FRALLEGO002006P3", + } + with self.rest("POST", "/dynamique/status/", json=data) as _: + pass + + @task + def status_bulk(self): + """Assess the /dynamique/status/bulk POST endpoint.""" + now = datetime.now(timezone.utc) + base = { + "etat_pdc": "en_service", + "occupation_pdc": "libre", + "horodatage": now.isoformat(), + "etat_prise_type_2": "fonctionnel", + "etat_prise_type_combo_ccs": "fonctionnel", + "etat_prise_type_chademo": "fonctionnel", + "etat_prise_type_ef": "fonctionnel", + "id_pdc_itinerance": "FRALLEGO002006P3", + } + delta = timedelta(seconds=3) + size = 10 + data = [ + dict(base, horodatage=(now - delta * n).isoformat()) for n in range(size) + ] + + with self.rest("POST", "/dynamique/status/bulk", json=data) as _: + pass + + @task + def session_create(self): + """Assess the /dynamique/session/ POST endpoint.""" + now = datetime.now(timezone.utc) + data = { + "start": (now - timedelta(hours=1)).isoformat(), + "end": (now - timedelta(minutes=1)).isoformat(), + "energy": 666.66, + "id_pdc_itinerance": "FRALLEGO002006P3", + } + with self.rest("POST", "/dynamique/session/", json=data) as _: + pass + + @task + def session_bulk(self): + """Assess the /dynamique/session/bulk POST endpoint.""" + now = datetime.now(timezone.utc) + base = { + "start": (now - timedelta(hours=1)).isoformat(), + "end": (now - timedelta(minutes=1)).isoformat(), + "energy": 666.66, + "id_pdc_itinerance": "FRALLEGO002006P3", + } + size = 10 + data = [ + dict( + base, + start=(now - timedelta(hours=n, minutes=30)).isoformat(), + end=(now - timedelta(hours=n)).isoformat(), + energy=666.66 * (n + 1), + ) + for n in range(size) + ] + + with self.rest("POST", "/dynamique/session/bulk", json=data) as _: + pass + + +class APIAdminUser(BaseAPIUser): + """API admin user.""" + + username: str = API_ADMIN_USER + password: str = API_ADMIN_PASSWORD + static_db_path: Path = STATIQUE_DATA_PATH