Datachain AI Agent
by datachain-aiThe Context Layer for unstructured data: typed, versioned datasets over S3, GCS, Azure
Datachain is an open-source ai agent by datachain-ai, written mainly in Python, with 2,830 GitHub stars and the Apache-2.0 license. Its code was last updated Nov 1, 2026.
Scan summary: scanned Nov 5, 2026 at commit 4f2b6cd. Seen able to run dynamic code. Scan policy
ScannedScanned. The automated checks below ran on the commit shown. Read each line for what was and was not covered.
Full scan at
4f2b6cd · Nov 5, 2026 ScannedStatic, secrets and dependency checks completed with no critical findings.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.Static code scanwarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Passed. This check ran and found nothing it flags.Secrets scanpassPassed. This check ran and found nothing it flags.
Passed. This check ran and found nothing it flags.Dependency audit0 known vulnerabilitiespassPassed. This check ran and found nothing it flags.
Warning. This check found something worth reading in the findings below. It is not proof of a problem.ManifestnonewarnWarning. This check found something worth reading in the findings below. It is not proof of a problem.
Flagged. This check found an issue. See the findings below.BuildfailFlagged. This check found an issue. See the findings below.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Boot & handshaken/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Network egressn/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Not applicable. This check does not apply to this kind of project, or it was not run in this scan.Reproducible (×3)n/aNot applicable. This check does not apply to this kind of project, or it was not run in this scan.
Findings (7)
- mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
src/datachain/client/listing_worker.py:49 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Deserializes data with pickle/marshal, which can execute code.
src/datachain/client/listing_worker.py:56 - mediumMedium. Worth checking, often a vulnerable dependency or a setup problem.Install or build failed in a clean environmently, set the version in the environment with SETUPTOOLS_SCM_PRETEND_VERSION_FOR_DATACHAIN or VCS_VERSIONING_PRETEND_VERSION_FOR_DATACHAIN, as described in https://setuptools-scm.readthedocs.io/en/latest/config/ hint: Build failures usually indicate a problem with the package or the build environment
- lowLow. Minor, or common in normal tools. Shown for information.In tests/examples/docs: Runs shell commands. Fine for some tools, but it means the agent can run anything your user can.
docs/api_hooks.py:42 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: slack-webhook-url
docs/studio/webhooks.md:262 - lowLow. Minor, or common in normal tools. Shown for information.Possible example credential in docs/tests: private-key
tests/func/fake-service-account-credentials.json:5 - lowLow. Minor, or common in normal tools. Shown for information.No manifest declaring network access and environment variables (agent.json)
Network activity
During install
files.pythonhosted.orgpypi.org
While running
Not run — the code wasn't started in this scan
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