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Google provider base-depends on google-cloud-aiplatform[evaluation], force-installing litellm/scikit-learn for every user

apache/airflow#69323·46930·Python·78 天未动·2 条评论·上游最近活跃 ·池内状态:可认领
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上游 issue 正文

**Repo:** apache/airflow · **Labels:** kind:bug, provider:google --- ### Title Google provider base-depends on `google-cloud-aiplatform[evaluation]`, force-installing litellm / scikit-learn for every user ### Apache Airflow Provider(s) version `apache-airflow-providers-google` 22.0.0 — also confirmed on latest **22.2.0**. ### What happened `apache-airflow-providers-google` declares `google-cloud-aiplatform[evaluation]` as an **unconditional base dependency** (no extra marker): - 22.0.0: `google-cloud-aiplatform[evaluation]>=1.145.0` - 22.2.0: `google-cloud-aiplatform[evaluation]>=1.155.0` The `[evaluation]` extra transitively installs a full ML/eval stack that has nothing to do with the core Google hooks/operators: ``` apache-airflow-providers-google └── google-cloud-aiplatform[evaluation] ├── litellm → huggingface-hub → tokenizers → tqdm ├── scikit-learn └── ruamel-yaml ``` Anyone who installs the provider only for, say, `GCSHook` / `BigQueryHook` still gets `litellm`, `scikit-learn`, and friends. ### What you think should happen instead The Vertex AI **evaluation** feature set should be opt-in, not forced on all provider users. Either: 1. Move it behind a provider extra (e.g. `apache-airflow-providers-google[vertex-eval]`), or 2. Base-depend on `google-cloud-aiplatform` **without** the `[evaluation]` extra (users who need eval add it themselves). ### Why it matters - **Image-size bloat**: litellm + scikit-learn + the HF/tokenizers chain is a large install for users who never touch Vertex evaluation. - **CVE noise**: `litellm` ships a steady stream of *proxy-server* CVEs (e.g. auth bypass, sandbox RCE, privilege escalation) that surface in `pip-audit` for every provider user, even when litellm is never imported and its proxy is never run — each one has to be triaged/ignored downstream. ### How to reproduce ```bash pip install apache-airflow-providers-google==22.2.0 pip show litellm scikit-learn # both present, transitively via the [eva…
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