From 0c309625b02a842b2974543c68458b934ff0f0d4 Mon Sep 17 00:00:00 2001
From: Mehrin Kiani <mehrin@protectai.com>
Date: Tue, 21 Nov 2023 16:43:10 -0500
Subject: [PATCH 1/3] Remove Hugging Face Support

---
 README.md                       |   13 +-
 imgs/model_scan_flow_chart.png  |  Bin 67953 -> 71004 bytes
 imgs/modelscan-unsafe-model.gif |  Bin 0 -> 46801 bytes
 imgs/modelscan_hf_demo.gif      |  Bin 1000565 -> 0 bytes
 modelscan/cli.py                |   16 +-
 modelscan/modelscan.py          |   48 +-
 modelscan/utils.py              |   30 +-
 poetry.lock                     | 1278 +++++++++++++++----------------
 pyproject.toml                  |    2 +-
 tests/test_modelscan.py         |   20 -
 10 files changed, 647 insertions(+), 760 deletions(-)
 create mode 100644 imgs/modelscan-unsafe-model.gif
 delete mode 100644 imgs/modelscan_hf_demo.gif

diff --git a/README.md b/README.md
index 1e298d7..8c2473f 100644
--- a/README.md
+++ b/README.md
@@ -13,7 +13,7 @@ Despite this, models are not scanned with the rigor of a PDF file in your inbox.
 
 This needs to change, and proper tooling is the first step.
 
-![ModelScan Preview](https://github.com/protectai/modelscan/raw/main/imgs/modelscan_hf_demo.gif)
+![ModelScan Preview](/imgs/modelscan-unsafe-model.gif)
 
 ModelScan is an open source project that scans models to determine if they contain 
 unsafe code. It is the first model scanning tool to support multiple model formats. 
@@ -34,12 +34,6 @@ With it installed, scan a model:
 modelscan -p /path/to/model_file.h5
 ```
 
-Or if you want to scan all the models in a Hugging Face Repository:
-
-```bash
-modelscan -hf owner/model-repository-name
-```
-
 ## Why You Should Scan Models
 
 Models are often created from automated pipelines, others may come from a data scientist’s laptop. In either case the model needs to move from one machine to another before it is used. That process of saving a model to disk is called serialization.
@@ -75,8 +69,7 @@ ModelScan ranks the unsafe code as:
 * MEDIUM
 * LOW
 
-Things are ranked consistently if the models are local or stored in Hugging Face
-![ModelScan Flow Chart](https://github.com/protectai/modelscan/raw/main/imgs/model_scan_flow_chart.png)
+![ModelScan Flow Chart](/imgs/model_scan_flow_chart.png)
 
 If an issue is detected, reach out to the author's of the model immediately to determine the cause.
 
@@ -123,7 +116,7 @@ ModelScan supports the following arguments via the CLI:
 | ```modelscan -h ```                   | -h or --help         | View usage help                            |
 | ```modelscan -v ```                   | -v or --version      | View version information                   |
 | ```modelscan -p /path/to/model_file```| -p or --path         | Scan a locally stored model                |
-| ```modelscan -hf repo/model_file```   |-hf or --huggingface  | Scan all the models in a Hugging Face model repository| 
+
 
 Remember models are just like any other form of digital media, you should scan content from any untrusted source before use.
 
diff --git a/imgs/model_scan_flow_chart.png b/imgs/model_scan_flow_chart.png
index 432de3a9a81722df3d5ada2dad894c87aded234a..000fff55ed06b31369d8c9108bbcb5113c83fef5 100644
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diff --git a/imgs/modelscan_hf_demo.gif b/imgs/modelscan_hf_demo.gif
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diff --git a/modelscan/cli.py b/modelscan/cli.py
index 656980f..ffd31cf 100644
--- a/modelscan/cli.py
+++ b/modelscan/cli.py
@@ -38,13 +38,8 @@ def format_usage(self, ctx: click.Context, formatter: click.HelpFormatter) -> No
 # @click.option(
 #     "-u", "--url", type=str, default=None, help="URL to the file or folder to scan"
 # )
-@click.option(
-    "-hf",
-    "--huggingface",
-    type=str,
-    default=None,
-    help="Name of the Hugging Face model to scan",
-)
+
+
 @click.option(
     "-l",
     "--log",
@@ -63,7 +58,6 @@ def cli(
     ctx: click.Context,
     log: str,
     # url: Optional[str],
-    huggingface: Optional[str],
     path: Optional[str],
     show_skipped: bool,
 ) -> int:
@@ -82,12 +76,8 @@ def cli(
             modelscan.scan_path(pathlibPath)
     # elif url is not None:
     #     modelscan.scan_url(url)
-    elif huggingface is not None:
-        modelscan.scan_huggingface_model(huggingface)
     else:
-        raise click.UsageError(
-            "Command line must include either a path or a Hugging Face model"
-        )
+        raise click.UsageError("Command line must include a path")
     ConsoleReport.generate(
         modelscan.issues,
         modelscan.errors,
diff --git a/modelscan/modelscan.py b/modelscan/modelscan.py
index 77ab30a..9da9a9f 100644
--- a/modelscan/modelscan.py
+++ b/modelscan/modelscan.py
@@ -14,7 +14,7 @@
 from modelscan.models.keras.scan import KerasScan
 from modelscan.models.scan import ScanBase
 from modelscan.tools.utils import _is_zipfile
-from modelscan.utils import fetch_huggingface_repo_files, read_huggingface_file
+
 
 logger = logging.getLogger("modelscan")
 
@@ -61,52 +61,6 @@ def _scan_directory(self, directory_path: Path) -> None:
             if not path.is_dir():
                 self.scan_path(path)
 
-    def scan_huggingface_model(self, repo_id: str) -> None:
-        # List model files
-        file_names = fetch_huggingface_repo_files(repo_id)
-        if not file_names:
-            logger.error(f"Hugging face repo {repo_id} didn't return any files")
-            return
-
-        for file_name in file_names:
-            fq_file_name = f"{repo_id}/{file_name}"
-            file_ext = os.path.splitext(file_name)[1]
-            if (
-                file_ext not in self.supported_extensions
-                and file_ext not in self.supported_zip_extensions
-            ):
-                logger.debug(f"Skipping: {fq_file_name} is not supported")
-                self._skipped.append(fq_file_name)
-                continue
-
-            raw_bytes = read_huggingface_file(repo_id, file_name)
-            if not raw_bytes:
-                logger.debug(f"Skipping: Failed to read {fq_file_name}")
-                self._skipped.append(fq_file_name)
-                continue
-
-            data = io.BytesIO(raw_bytes)
-            if (
-                _is_zipfile(source=fq_file_name, data=data)
-                or file_ext in self.supported_zip_extensions
-            ):
-                try:
-                    self._scan_zip(source=fq_file_name, data=data)
-                except:
-                    logger.debug(f"Skipped: Failed to read")
-            else:
-                self._scan_source(source=fq_file_name, extension=file_ext, data=data)
-
-    def scan_url(self, url: str) -> None:
-        # Todo: before it was just scanning scanning_pickle_bytes
-        # We need to validate this url and determine what type of file it is
-        # self._scan_bytes(
-        #     data=io.BytesIO(_http_get(url)),
-        #     source=url,
-        #     extension=file_ext,
-        # )
-        pass
-
     def _scan_source(
         self,
         source: Union[str, Path],
diff --git a/modelscan/utils.py b/modelscan/utils.py
index ed7b504..702e857 100644
--- a/modelscan/utils.py
+++ b/modelscan/utils.py
@@ -1,7 +1,6 @@
 import requests
 import logging
-import json
-from typing import Union, Optional, Generator, List, Tuple
+from typing import Union
 
 logger = logging.getLogger("modelscan")
 
@@ -24,30 +23,3 @@ def fetch_url(url: str, allow_redirect: bool = False) -> Union[None, bytes]:
     except Exception as e:
         logger.error("Unexpected error during request to %s: %s", url, str(e))
         return None
-
-
-def fetch_huggingface_repo_files(
-    repo_id: str,
-) -> Union[None, List[str]]:
-    # Return list of model files
-    url = f"https://huggingface.co/api/models/{repo_id}"
-    data = fetch_url(url)
-    if not data:
-        return None
-
-    try:
-        model = json.loads(data.decode("utf-8"))
-        filenames = []
-        for sibling in model.get("siblings", []):
-            if sibling.get("rfilename"):
-                filenames.append(sibling.get("rfilename"))
-        return filenames
-    except json.decoder.JSONDecodeError as e:
-        logger.error(f"Failed to parse response for HuggingFace model repo {repo_id}")
-
-    return None
-
-
-def read_huggingface_file(repo_id: str, file_name: str) -> Union[None, bytes]:
-    url = f"https://huggingface.co/{repo_id}/resolve/main/{file_name}"
-    return fetch_url(url, True)
diff --git a/poetry.lock b/poetry.lock
index f5a5bad..98acccc 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -2,122 +2,110 @@
 
 [[package]]
 name = "absl-py"
-version = "1.4.0"
+version = "2.0.0"
 description = "Abseil Python Common Libraries, see https://github.com/abseil/abseil-py."
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
-    {file = "absl-py-1.4.0.tar.gz", hash = "sha256:d2c244d01048ba476e7c080bd2c6df5e141d211de80223460d5b3b8a2a58433d"},
-    {file = "absl_py-1.4.0-py3-none-any.whl", hash = "sha256:0d3fe606adfa4f7db64792dd4c7aee4ee0c38ab75dfd353b7a83ed3e957fcb47"},
+    {file = "absl-py-2.0.0.tar.gz", hash = "sha256:d9690211c5fcfefcdd1a45470ac2b5c5acd45241c3af71eed96bc5441746c0d5"},
+    {file = "absl_py-2.0.0-py3-none-any.whl", hash = "sha256:9a28abb62774ae4e8edbe2dd4c49ffcd45a6a848952a5eccc6a49f3f0fc1e2f3"},
 ]
 
 [[package]]
 name = "aiohttp"
-version = "3.8.6"
+version = "3.9.0"
 description = "Async http client/server framework (asyncio)"
 optional = false
-python-versions = ">=3.6"
+python-versions = ">=3.8"
 files = [
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:41d55fc043954cddbbd82503d9cc3f4814a40bcef30b3569bc7b5e34130718c1"},
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:1d84166673694841d8953f0a8d0c90e1087739d24632fe86b1a08819168b4566"},
-    {file = "aiohttp-3.8.6-cp310-cp310-macosx_11_0_arm64.whl", hash = "sha256:253bf92b744b3170eb4c4ca2fa58f9c4b87aeb1df42f71d4e78815e6e8b73c9e"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:3fd194939b1f764d6bb05490987bfe104287bbf51b8d862261ccf66f48fb4096"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl", hash = "sha256:6c5f938d199a6fdbdc10bbb9447496561c3a9a565b43be564648d81e1102ac22"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_s390x.manylinux2014_s390x.whl", hash = "sha256:2817b2f66ca82ee699acd90e05c95e79bbf1dc986abb62b61ec8aaf851e81c93"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:0fa375b3d34e71ccccf172cab401cd94a72de7a8cc01847a7b3386204093bb47"},
-    {file = "aiohttp-3.8.6-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:9de50a199b7710fa2904be5a4a9b51af587ab24c8e540a7243ab737b45844543"},
-    {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_aarch64.whl", hash = "sha256:e1d8cb0b56b3587c5c01de3bf2f600f186da7e7b5f7353d1bf26a8ddca57f965"},
-    {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_i686.whl", hash = "sha256:8e31e9db1bee8b4f407b77fd2507337a0a80665ad7b6c749d08df595d88f1cf5"},
-    {file = "aiohttp-3.8.6-cp310-cp310-musllinux_1_1_ppc64le.whl", hash = "sha256:7bc88fc494b1f0311d67f29fee6fd636606f4697e8cc793a2d912ac5b19aa38d"},
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 [package.dependencies]
 aiosignal = ">=1.1.2"
-async-timeout = ">=4.0.0a3,<5.0"
+async-timeout = {version = ">=4.0,<5.0", markers = "python_version < \"3.11\""}
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-charset-normalizer = ">=2.0,<4.0"
 frozenlist = ">=1.1.1"
 multidict = ">=4.5,<7.0"
 yarl = ">=1.0,<2.0"
 
 [package.extras]
-speedups = ["Brotli", "aiodns", "cchardet"]
+speedups = ["Brotli", "aiodns", "brotlicffi"]
 
 [[package]]
 name = "aiosignal"
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 [package.dependencies]
@@ -239,7 +223,7 @@ packaging = ">=22.0"
 pathspec = ">=0.9.0"
 platformdirs = ">=2"
 tomli = {version = ">=1.1.0", markers = "python_version < \"3.11\""}
-typing-extensions = {version = ">=3.10.0.0", markers = "python_version < \"3.10\""}
+typing-extensions = {version = ">=4.0.1", markers = "python_version < \"3.11\""}
 
 [package.extras]
 colorama = ["colorama (>=0.4.3)"]
@@ -249,24 +233,24 @@ uvloop = ["uvloop (>=0.15.2)"]
 
 [[package]]
 name = "cachetools"
-version = "5.3.1"
+version = "5.3.2"
 description = "Extensible memoizing collections and decorators"
 optional = true
 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
 name = "certifi"
-version = "2023.7.22"
+version = "2023.11.17"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
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 ]
 
 [[package]]
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 ]
 
 [[package]]
 name = "click"
-version = "8.1.6"
+version = "8.1.7"
 description = "Composable command line interface toolkit"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -416,13 +415,13 @@ files = [
 
 [[package]]
 name = "dunamai"
-version = "1.18.0"
+version = "1.19.0"
 description = "Dynamic version generation"
 optional = false
 python-versions = ">=3.5,<4.0"
 files = [
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 ]
 
 [package.dependencies]
@@ -430,13 +429,13 @@ packaging = ">=20.9"
 
 [[package]]
 name = "exceptiongroup"
-version = "1.1.3"
+version = "1.2.0"
 description = "Backport of PEP 654 (exception groups)"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.extras]
@@ -444,18 +443,19 @@ test = ["pytest (>=6)"]
 
 [[package]]
 name = "filelock"
-version = "3.12.2"
+version = "3.13.1"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+docs = ["furo (>=2023.9.10)", "sphinx (>=7.2.6)", "sphinx-autodoc-typehints (>=1.24)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.3.2)", "diff-cover (>=8)", "pytest (>=7.4.3)", "pytest-cov (>=4.1)", "pytest-mock (>=3.12)", "pytest-timeout (>=2.2)"]
+typing = ["typing-extensions (>=4.8)"]
 
 [[package]]
 name = "flatbuffers"
@@ -551,13 +551,13 @@ files = [
 
 [[package]]
 name = "gitdb"
-version = "4.0.10"
+version = "4.0.11"
 description = "Git Object Database"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -565,38 +565,36 @@ smmap = ">=3.0.1,<6"
 
 [[package]]
 name = "gitpython"
-version = "3.1.37"
+version = "3.1.40"
 description = "GitPython is a Python library used to interact with Git repositories"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
 gitdb = ">=4.0.1,<5"
 
 [package.extras]
-test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-sugar"]
+test = ["black", "coverage[toml]", "ddt (>=1.1.1,!=1.4.3)", "mock", "mypy", "pre-commit", "pytest", "pytest-cov", "pytest-instafail", "pytest-subtests", "pytest-sugar"]
 
 [[package]]
 name = "google-auth"
-version = "2.22.0"
+version = "2.23.4"
 description = "Google Authentication Library"
 optional = true
-python-versions = ">=3.6"
+python-versions = ">=3.7"
 files = [
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 [package.dependencies]
 cachetools = ">=2.0.0,<6.0"
 pyasn1-modules = ">=0.2.1"
 rsa = ">=3.1.4,<5"
-six = ">=1.9.0"
-urllib3 = "<2.0"
 
 [package.extras]
 aiohttp = ["aiohttp (>=3.6.2,<4.0.0.dev0)", "requests (>=2.20.0,<3.0.0.dev0)"]
@@ -640,89 +638,102 @@ six = "*"
 
 [[package]]
 name = "grpcio"
-version = "1.57.0"
+version = "1.59.3"
 description = "HTTP/2-based RPC framework"
 optional = true
 python-versions = ">=3.7"
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 ]
 
 [package.dependencies]
@@ -730,13 +741,13 @@ numpy = ">=1.17.3"
 
 [[package]]
 name = "identify"
-version = "2.5.26"
+version = "2.5.32"
 description = "File identification library for Python"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -801,8 +812,6 @@ description = "Clang Python Bindings, mirrored from the official LLVM repo: http
 optional = true
 python-versions = "*"
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@@ -816,20 +825,20 @@ files = [
 
 [[package]]
 name = "markdown"
-version = "3.4.4"
+version = "3.5.1"
 description = "Python implementation of John Gruber's Markdown."
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 [package.dependencies]
 importlib-metadata = {version = ">=4.4", markers = "python_version < \"3.10\""}
 
 [package.extras]
-docs = ["mdx-gh-links (>=0.2)", "mkdocs (>=1.0)", "mkdocs-nature (>=0.4)"]
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 testing = ["coverage", "pyyaml"]
 
 [[package]]
@@ -860,7 +869,7 @@ testing = ["coverage", "pytest", "pytest-cov", "pytest-regressions"]
 name = "markupsafe"
 version = "2.1.3"
 description = "Safely add untrusted strings to HTML/XML markup."
-optional = false
+optional = true
 python-versions = ">=3.7"
 files = [
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@@ -1021,33 +1020,38 @@ files = [
 
 [[package]]
 name = "mypy"
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+version = "1.7.0"
 description = "Optional static typing for Python"
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -1058,6 +1062,7 @@ typing-extensions = ">=4.1.0"
 [package.extras]
 dmypy = ["psutil (>=4.0)"]
 install-types = ["pip"]
+mypyc = ["setuptools (>=50)"]
 reports = ["lxml"]
 
 [[package]]
@@ -1158,13 +1163,13 @@ tests = ["pytest", "pytest-cov", "pytest-pep8"]
 
 [[package]]
 name = "packaging"
-version = "23.1"
+version = "23.2"
 description = "Core utilities for Python packages"
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 python-versions = ">=3.7"
 files = [
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 ]
 
 [[package]]
@@ -1180,24 +1185,24 @@ files = [
 
 [[package]]
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-version = "5.11.1"
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 description = "Python Build Reasonableness"
 optional = false
 python-versions = ">=2.6"
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 ]
 
 [[package]]
 name = "platformdirs"
-version = "3.10.0"
+version = "4.0.0"
 description = "A small Python package for determining appropriate platform-specific dirs, e.g. a \"user data dir\"."
 optional = false
 python-versions = ">=3.7"
 files = [
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+    {file = "platformdirs-4.0.0-py3-none-any.whl", hash = "sha256:118c954d7e949b35437270383a3f2531e99dd93cf7ce4dc8340d3356d30f173b"},
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 ]
 
 [package.extras]
@@ -1206,13 +1211,13 @@ test = ["appdirs (==1.4.4)", "covdefaults (>=2.3)", "pytest (>=7.4)", "pytest-co
 
 [[package]]
 name = "pluggy"
-version = "1.2.0"
+version = "1.3.0"
 description = "plugin and hook calling mechanisms for python"
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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 ]
 
 [package.extras]
@@ -1221,13 +1226,13 @@ testing = ["pytest", "pytest-benchmark"]
 
 [[package]]
 name = "pre-commit"
-version = "3.3.3"
+version = "3.5.0"
 description = "A framework for managing and maintaining multi-language pre-commit hooks."
 optional = false
 python-versions = ">=3.8"
 files = [
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-    {file = "pre_commit-3.3.3.tar.gz", hash = "sha256:a2256f489cd913d575c145132ae196fe335da32d91a8294b7afe6622335dd023"},
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 ]
 
 [package.dependencies]
@@ -1239,35 +1244,33 @@ virtualenv = ">=20.10.0"
 
 [[package]]
 name = "protobuf"
-version = "4.24.0"
+version = "4.25.1"
 description = ""
 optional = true
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
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+    {file = "protobuf-4.25.1.tar.gz", hash = "sha256:57d65074b4f5baa4ab5da1605c02be90ac20c8b40fb137d6a8df9f416b0d0ce2"},
 ]
 
 [[package]]
 name = "pyasn1"
-version = "0.5.0"
+version = "0.5.1"
 description = "Pure-Python implementation of ASN.1 types and DER/BER/CER codecs (X.208)"
 optional = true
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,!=3.4.*,!=3.5.*,>=2.7"
 files = [
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-    {file = "pyasn1-0.5.0.tar.gz", hash = "sha256:97b7290ca68e62a832558ec3976f15cbf911bf5d7c7039d8b861c2a0ece69fde"},
+    {file = "pyasn1-0.5.1-py2.py3-none-any.whl", hash = "sha256:4439847c58d40b1d0a573d07e3856e95333f1976294494c325775aeca506eb58"},
+    {file = "pyasn1-0.5.1.tar.gz", hash = "sha256:6d391a96e59b23130a5cfa74d6fd7f388dbbe26cc8f1edf39fdddf08d9d6676c"},
 ]
 
 [[package]]
@@ -1286,27 +1289,28 @@ pyasn1 = ">=0.4.6,<0.6.0"
 
 [[package]]
 name = "pygments"
-version = "2.16.1"
+version = "2.17.2"
 description = "Pygments is a syntax highlighting package written in Python."
 optional = false
 python-versions = ">=3.7"
 files = [
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-    {file = "Pygments-2.16.1.tar.gz", hash = "sha256:1daff0494820c69bc8941e407aa20f577374ee88364ee10a98fdbe0aece96e29"},
+    {file = "pygments-2.17.2-py3-none-any.whl", hash = "sha256:b27c2826c47d0f3219f29554824c30c5e8945175d888647acd804ddd04af846c"},
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 ]
 
 [package.extras]
 plugins = ["importlib-metadata"]
+windows-terminal = ["colorama (>=0.4.6)"]
 
 [[package]]
 name = "pytest"
-version = "7.4.0"
+version = "7.4.3"
 description = "pytest: simple powerful testing with Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1332,7 +1336,6 @@ files = [
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     {file = "PyYAML-6.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:ba336e390cd8e4d1739f42dfe9bb83a3cc2e80f567d8805e11b46f4a943f5515"},
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@@ -1340,15 +1343,8 @@ files = [
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-    {file = "PyYAML-6.0.1-cp311-cp311-musllinux_1_1_x86_64.whl", hash = "sha256:e7d73685e87afe9f3b36c799222440d6cf362062f78be1013661b00c5c6f678b"},
     {file = "PyYAML-6.0.1-cp311-cp311-win32.whl", hash = "sha256:1635fd110e8d85d55237ab316b5b011de701ea0f29d07611174a1b42f1444741"},
     {file = "PyYAML-6.0.1-cp311-cp311-win_amd64.whl", hash = "sha256:bf07ee2fef7014951eeb99f56f39c9bb4af143d8aa3c21b1677805985307da34"},
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     {file = "PyYAML-6.0.1-cp36-cp36m-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:1fe35611261b29bd1de0070f0b2f47cb6ff71fa6595c077e42bd0c419fa27b98"},
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@@ -1365,7 +1361,6 @@ files = [
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     {file = "PyYAML-6.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:7e07cbde391ba96ab58e532ff4803f79c4129397514e1413a7dc761ccd755735"},
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     {file = "PyYAML-6.0.1-cp38-cp38-win32.whl", hash = "sha256:184c5108a2aca3c5b3d3bf9395d50893a7ab82a38004c8f61c258d4428e80206"},
     {file = "PyYAML-6.0.1-cp38-cp38-win_amd64.whl", hash = "sha256:1e2722cc9fbb45d9b87631ac70924c11d3a401b2d7f410cc0e3bbf249f2dca62"},
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@@ -1373,7 +1368,6 @@ files = [
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@@ -1420,13 +1414,13 @@ rsa = ["oauthlib[signedtoken] (>=3.0.0)"]
 
 [[package]]
 name = "rich"
-version = "13.5.2"
+version = "13.7.0"
 description = "Render rich text, tables, progress bars, syntax highlighting, markdown and more to the terminal"
 optional = false
 python-versions = ">=3.7.0"
 files = [
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 ]
 
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 [[package]]
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@@ -1633,15 +1632,14 @@ tensorflow-rocm = ["tensorflow-rocm (>=2.13.0,<2.14.0)"]
 
 [[package]]
 name = "tensorflow-macos"
-version = "2.13.0"
+version = "2.13.1"
 description = "TensorFlow is an open source machine learning framework for everyone."
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 python-versions = ">=3.8"
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 ]
 
 [package.dependencies]
@@ -1694,28 +1692,17 @@ files = [
 
 [[package]]
 name = "types-requests"
-version = "2.31.0.2"
+version = "2.31.0.10"
 description = "Typing stubs for requests"
 optional = false
-python-versions = "*"
+python-versions = ">=3.7"
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 [package.dependencies]
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 [[package]]
 name = "typing-extensions"
@@ -1730,45 +1717,45 @@ files = [
 
 [[package]]
 name = "urllib3"
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 optional = false
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+socks = ["pysocks (>=1.5.6,!=1.5.7,<2.0)"]
+zstd = ["zstandard (>=0.18.0)"]
 
 [[package]]
 name = "virtualenv"
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 description = "Virtual Python Environment builder"
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 python-versions = ">=3.7"
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 [package.dependencies]
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 filelock = ">=3.12.2,<4"
-platformdirs = ">=3.9.1,<4"
+platformdirs = ">=3.9.1,<5"
 
 [package.extras]
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 [[package]]
 name = "werkzeug"
 version = "3.0.1"
 description = "The comprehensive WSGI web application library."
-optional = false
+optional = true
 python-versions = ">=3.8"
 files = [
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@@ -1783,13 +1770,13 @@ watchdog = ["watchdog (>=2.3)"]
 
 [[package]]
 name = "wheel"
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+version = "0.41.3"
 description = "A built-package format for Python"
 optional = true
 python-versions = ">=3.7"
 files = [
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 [package.extras]
@@ -1797,169 +1784,180 @@ test = ["pytest (>=6.0.0)", "setuptools (>=65)"]
 
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 [package.dependencies]
@@ -1968,17 +1966,17 @@ multidict = ">=4.0"
 
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-    {file = "zipp-3.16.2.tar.gz", hash = "sha256:ebc15946aa78bd63458992fc81ec3b6f7b1e92d51c35e6de1c3804e73b799147"},
+    {file = "zipp-3.17.0-py3-none-any.whl", hash = "sha256:0e923e726174922dce09c53c59ad483ff7bbb8e572e00c7f7c46b88556409f31"},
+    {file = "zipp-3.17.0.tar.gz", hash = "sha256:84e64a1c28cf7e91ed2078bb8cc8c259cb19b76942096c8d7b84947690cabaf0"},
 ]
 
 [package.extras]
-docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (>=3.5)", "sphinx-lint"]
+docs = ["furo", "jaraco.packaging (>=9.3)", "jaraco.tidelift (>=1.4)", "rst.linker (>=1.9)", "sphinx (<7.2.5)", "sphinx (>=3.5)", "sphinx-lint"]
 testing = ["big-O", "jaraco.functools", "jaraco.itertools", "more-itertools", "pytest (>=6)", "pytest-black (>=0.3.7)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-enabler (>=2.2)", "pytest-ignore-flaky", "pytest-mypy (>=0.9.1)", "pytest-ruff"]
 
 [extras]
@@ -1988,4 +1986,4 @@ tensorflow = ["tensorflow", "tensorflow-macos"]
 [metadata]
 lock-version = "2.0"
 python-versions = ">=3.8,<3.12"
-content-hash = "43d93831d452876f308d1bea13d85ea6bfcd33021de2598eae4b8a99f69b9b8a"
+content-hash = "e685ea8151b7a99e4408e8721d6022070b50bd016936e455763d8736dc0b431f"
diff --git a/pyproject.toml b/pyproject.toml
index f55bf7b..23287b2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -16,7 +16,6 @@ python = ">=3.8,<3.12"
 click = "^8.1.3"
 numpy = "1.24.0"
 rich = "^13.4.2"
-requests = "^2.31.0"
 h5py = { version = "^3.9.0", optional = true }
 tensorflow = { version = "^2.13.0", optional = true }
 tensorflow-macos = { version = "^2.13.0", platform = "darwin", optional = true }
@@ -29,6 +28,7 @@ h5py = ["h5py"]
 pytest = "^7.4.0"
 bandit = { version = "1.7.5", extras = ["toml"] }
 mypy = "^1.4.1"
+requests = "^2.31.0"
 aiohttp = "^3.8.5"
 dill = "^0.3.7"
 types-requests = ">1.26"
diff --git a/tests/test_modelscan.py b/tests/test_modelscan.py
index c6a7885..9a8ed78 100644
--- a/tests/test_modelscan.py
+++ b/tests/test_modelscan.py
@@ -760,26 +760,6 @@ def test_scan_directory_path(file_path: str) -> None:
     compare_results(ms.issues.all_issues, expected)
 
 
-def test_scan_huggingface_model() -> None:
-    expected = {
-        Issue(
-            IssueCode.UNSAFE_OPERATOR,
-            IssueSeverity.CRITICAL,
-            OperatorIssueDetails(
-                "__builtin__",
-                "eval",
-                "ykilcher/totally-harmless-model/pytorch_model.bin:archive/data.pkl",
-            ),
-        )
-    }
-    ms = Modelscan()
-    ms.scan_huggingface_model("ykilcher/totally-harmless-model")
-    compare_results(ms.issues.all_issues, expected)
-
-
-# def test_scan_tf() -> None:
-
-
 @pytest.mark.parametrize("file_extension", [".h5", ".keras"], ids=["h5", "keras"])
 def test_scan_keras(keras_file_path: Any, file_extension: str) -> None:
     ms = Modelscan()

From 94f98c3d417a0aceb5ecc13c3f7949fec495b31e Mon Sep 17 00:00:00 2001
From: Mehrin Kiani <mehrin@protectai.com>
Date: Tue, 21 Nov 2023 17:06:01 -0500
Subject: [PATCH 2/3] Remove url support

---
 modelscan/utils.py | 25 -------------------------
 1 file changed, 25 deletions(-)
 delete mode 100644 modelscan/utils.py

diff --git a/modelscan/utils.py b/modelscan/utils.py
deleted file mode 100644
index 702e857..0000000
--- a/modelscan/utils.py
+++ /dev/null
@@ -1,25 +0,0 @@
-import requests
-import logging
-from typing import Union
-
-logger = logging.getLogger("modelscan")
-
-
-def fetch_url(url: str, allow_redirect: bool = False) -> Union[None, bytes]:
-    try:
-        response = requests.get(url, allow_redirects=allow_redirect, timeout=10)
-        response.raise_for_status()
-        return response.content
-    except requests.exceptions.HTTPError as e:
-        logger.error("Error with request: %s", e.response.status_code)
-        logger.error(e.response.text)
-        return None
-    except requests.exceptions.JSONDecodeError as e:
-        logger.error("Response was not valid JSON")
-        return None
-    except requests.exceptions.Timeout as e:
-        logger.error("Request timed out")
-        return None
-    except Exception as e:
-        logger.error("Unexpected error during request to %s: %s", url, str(e))
-        return None

From 2de9c860e6b38ffbfb82e36c4b957d977842d3e0 Mon Sep 17 00:00:00 2001
From: Mehrin Kiani <mehrin@protectai.com>
Date: Wed, 22 Nov 2023 10:05:23 -0500
Subject: [PATCH 3/3] Remove url support

---
 modelscan/cli.py | 9 +--------
 1 file changed, 1 insertion(+), 8 deletions(-)

diff --git a/modelscan/cli.py b/modelscan/cli.py
index ffd31cf..bd61d51 100644
--- a/modelscan/cli.py
+++ b/modelscan/cli.py
@@ -35,11 +35,6 @@ def format_usage(self, ctx: click.Context, formatter: click.HelpFormatter) -> No
     default=None,
     help="Path to the file or folder to scan",
 )
-# @click.option(
-#     "-u", "--url", type=str, default=None, help="URL to the file or folder to scan"
-# )
-
-
 @click.option(
     "-l",
     "--log",
@@ -57,7 +52,6 @@ def format_usage(self, ctx: click.Context, formatter: click.HelpFormatter) -> No
 def cli(
     ctx: click.Context,
     log: str,
-    # url: Optional[str],
     path: Optional[str],
     show_skipped: bool,
 ) -> int:
@@ -74,8 +68,7 @@ def cli(
             raise FileNotFoundError(f"Path {path} does not exist")
         else:
             modelscan.scan_path(pathlibPath)
-    # elif url is not None:
-    #     modelscan.scan_url(url)
+
     else:
         raise click.UsageError("Command line must include a path")
     ConsoleReport.generate(