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Merge pull request #16 from Visionatrix/ci-models-check
added Action to check for missing models
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,24 @@ | ||
| name: Models Catalog | ||
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| on: | ||
| workflow_dispatch: | ||
| pull_request: | ||
| schedule: | ||
| - cron: '0 0 * * *' # This will run once a day at midnight UTC | ||
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| jobs: | ||
| urls_hashes: | ||
| name: urls & hashes | ||
| runs-on: ubuntu-latest | ||
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| steps: | ||
| - uses: actions/checkout@v4 | ||
| - uses: actions/setup-python@v5 | ||
| with: | ||
| python-version: '3.11' | ||
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| - name: Install dependencies | ||
| run: python3 -m pip install -r requirements.txt | ||
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| - name: Check models | ||
| run: python3 scripts/ci/models_check.py |
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| Original file line number | Diff line number | Diff line change |
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@@ -5,3 +5,4 @@ sphinx-inline-tabs | |
| sphinx-issues>=3.0.1 | ||
| sphinx-rtd-theme>=1 | ||
| requests | ||
| huggingface_hub | ||
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| Original file line number | Diff line number | Diff line change |
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| @@ -0,0 +1,80 @@ | ||
| import builtins | ||
| import contextlib | ||
| import json | ||
| import re | ||
| import sys | ||
| from pathlib import Path | ||
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| import requests | ||
| from huggingface_hub import HfApi | ||
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| ERRORS_LIST = [] | ||
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| def parse_huggingface_url(url: str): | ||
| parts = url.split("/") | ||
| repo_id = "/".join(parts[3:5]) | ||
| revision = parts[6:7][0] | ||
| filename = "/".join(parts[7:]) | ||
| return repo_id, filename, revision | ||
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| def get_huggingface_model_hash(model_url: str) -> str | None: | ||
| with contextlib.suppress(Exception): | ||
| repo_id, filename, revision = parse_huggingface_url(model_url) | ||
| repo_info = HfApi().model_info(repo_id, revision=revision, files_metadata=True) | ||
| for file in repo_info.siblings: | ||
| if file.rfilename == filename: | ||
| return file.lfs.sha256 | ||
| return None | ||
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| def get_civitai_model_hash(model_url: str) -> str | None: | ||
| m = re.search(r"api/download/models/(\d+)", model_url) | ||
| if not m: | ||
| return None | ||
| model_id = m.group(1) | ||
| response = requests.get(f"https://civitai.com/api/v1/model-versions/{model_id}") | ||
| if response.status_code != 200: | ||
| return None | ||
| model_info = json.loads(response.text) | ||
| for i in model_info["files"]: | ||
| if model_url.startswith(i["downloadUrl"]): | ||
| return i["hashes"]["SHA256"] | ||
| return None | ||
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| def check_model(model_name: str, model: dict) -> bool: | ||
| url = model["url"] | ||
| if "huggingface.co" in url: | ||
| model_hash = get_huggingface_model_hash(url) | ||
| elif "civitai.com" in url: | ||
| model_hash = get_civitai_model_hash(url) | ||
| else: | ||
| ERRORS_LIST.append(f"{model_name}: FAILED. Unknown host for URL: {url}") | ||
| return False | ||
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| if not model_hash: | ||
| ERRORS_LIST.append(f"{model_name}: FAILED. {url} --> can't get the hash") | ||
| return False | ||
| if model_hash == model["hash"]: | ||
| print(f"{model_name}: OK.") | ||
| return True | ||
| ERRORS_LIST.append( | ||
| f"{model_name}: FAILED. {url} --> the expected hash({model['hash']}) does not match({model_hash})" | ||
| ) | ||
| return False | ||
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| if __name__ == "__main__": | ||
| with builtins.open( | ||
| Path(__file__).parent.parent.parent.joinpath("models_catalog.json"), "r" | ||
| ) as f: | ||
| models = json.load(f) | ||
| for name, info in models.items(): | ||
| check_model(name, info) | ||
| print() | ||
| print(f"ERRORS: {len(ERRORS_LIST)}") | ||
| for i in ERRORS_LIST: | ||
| print(i) | ||
| sys.exit(0 if not ERRORS_LIST else 2) |