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Author SHA1 Message Date
Mohd Kaif f3c540cfd2 docs(readme): reposition Semantica as the semantic/context layer (#1348)
Lead the README with Semantica's identity as a semantic/context/knowledge
layer (Context Graph, KG, ontology and vocabulary governance via OWL/SHACL/SKOS),
with decision provenance and audit trails framed as a property of that
structure rather than the flagship pitch.
2026-08-31 22:11:13 +05:30
Sameer Kadam 46b18fbee3 fix(docs): use GraphStore facade in Neo4j quickstart (#1340)
The Neo4j example in the persistent graph store section was passing a raw
Neo4jStore straight into GraphBuilder. GraphBuilder calls add_nodes() and
add_edges() on whatever it's given, and those only exist on the GraphStore
facade, not on Neo4jStore itself. Anyone who copied the example got:

AttributeError: 'Neo4jStore' object has no attribute 'add_nodes'

Swapped the import and construction to GraphStore(backend="neo4j", uri=...,
user=..., password=...), which wraps Neo4jStore internally and actually has
the methods GraphBuilder needs.

Added a test in tests/kg/test_graph_builder_with_graph_store.py that builds
a small graph through GraphBuilder with a mocked GraphStore and checks
add_nodes/add_edges get called. Also kept a test for GraphBuilder without a
graph_store at all, so that path doesn't regress either.

Closes #1135
2026-08-31 20:34:04 +05:00
Mohd Kaif b0679d4f67 fix(ci): stop checkov's suppressed checks from reopening as new alerts (#1346)
* fix(ci): drop unpinnable benchmarks/requirements.txt install

Scorecard flagged this pip install as unpinned-by-hash (#6082). Can't
hash-pin it - benchmarks/requirements.txt doesn't exist in this repo, so
there's nothing to compile a lockfile from. Dropping it instead of
leaving it unpinned: the job already fails on the next real step
(benchmarks/benchmarks_runner.py, also missing), so this line wasn't
doing anything useful to begin with.

* fix(ci): hash-pin the spacy model download in benchmark.yml

Qodo review on this PR: dropping the benchmarks/requirements.txt install
(the previous failure point) let the job actually reach
`python -m spacy download en_core_web_sm`, which fetches an unpinned,
unhashed wheel from spacy-models' GitHub releases - undoing the point of
this PR by exposing a real unpinned-install path instead of a dead one.

Replaced with a hash-pinned direct-URL entry in benchmark-extra.in/.txt
for en_core_web_sm-3.8.0 (matches the spacy==3.8.15 already pinned in
base-deps.txt). uv independently computed the same sha256 I got via a
manual curl+sha256 of the release asset, and a --require-hashes dry-run
install verifies clean.

* fix(ci): stop checkov's suppressed checks from reopening as new alerts

Root cause found, not just worked around: checkov's SARIF exporter
includes every evaluated check as an ordinary result, including ones it
internally marked SKIPPED via the inline # checkov:skip= comments and
checkov.io/skipN annotations already on the Helm chart. It never uses
SARIF's own `suppressions` field and never drops them - so the exact same
already-suppressed finding reopens as a brand-new code scanning alert
number on every single run, forever (#6035/#6036, #6112-6115,
#6128-6131 are all the same 4 findings, manually dismissed 3 times now).

checkov's JSON output *does* correctly record which checks were skipped.
Added .github/scripts/filter_checkov_skipped.py, which cross-references
the JSON's skipped_checks against the SARIF's results (matched by check
ID + the last two path segments, since the two outputs use different path
roots) and drops anything checkov itself already decided to suppress,
before upload. Verified locally against a real checkov+helm run: removed
exactly the 4 known-suppressed helm chart results, left the 2 genuinely
real findings (deploy/gcp/cloudrun-service.yaml, deploy/kubernetes/
deployment.yaml) untouched.
2026-08-31 19:29:24 +05:30
Mohd Kaif d135ad185f fix(ci): drop unpinnable benchmarks/requirements.txt install (#1345)
* fix(ci): drop unpinnable benchmarks/requirements.txt install

Scorecard flagged this pip install as unpinned-by-hash (#6082). Can't
hash-pin it - benchmarks/requirements.txt doesn't exist in this repo, so
there's nothing to compile a lockfile from. Dropping it instead of
leaving it unpinned: the job already fails on the next real step
(benchmarks/benchmarks_runner.py, also missing), so this line wasn't
doing anything useful to begin with.

* fix(ci): hash-pin the spacy model download in benchmark.yml

Qodo review on this PR: dropping the benchmarks/requirements.txt install
(the previous failure point) let the job actually reach
`python -m spacy download en_core_web_sm`, which fetches an unpinned,
unhashed wheel from spacy-models' GitHub releases - undoing the point of
this PR by exposing a real unpinned-install path instead of a dead one.

Replaced with a hash-pinned direct-URL entry in benchmark-extra.in/.txt
for en_core_web_sm-3.8.0 (matches the spacy==3.8.15 already pinned in
base-deps.txt). uv independently computed the same sha256 I got via a
manual curl+sha256 of the release asset, and a --require-hashes dry-run
install verifies clean.
2026-08-31 18:57:28 +05:30
Mohd Kaif 96dbd3f0d4 fix(security): bump checkov to 3.3.16, fix aiohttp CVEs in its lockfile (#1342)
Dependabot flagged 12 aiohttp advisories (1 high, rest moderate/low - CVE
range covering request smuggling, websocket/parser bugs, cookie/redirect
issues) against aiohttp==3.13.5 pinned in checkov.txt. checkov==3.3.1
itself pinned `aiohttp<3.14.0`, which excludes every fixed release;
3.3.16 (latest) relaxes that to `<3.15.0`, so bumping checkov also lets
aiohttp resolve to 3.14.3 (fixes all of them).

Two alerts remain open, both genuinely blocked upstream rather than
something a version bump here can fix:
- asteval: checkov 3.3.16 (latest, still) hard-pins asteval==1.0.6 with
  no range; the fix (1.0.9) is unresolvable without violating checkov's
  own declared dependency - confirmed via `uv pip compile` refusing to
  solve it. Needs checkov itself to bump the pin upstream.
- ecdsa: 0.19.2 is already the latest release; the Minerva timing-attack
  advisory has no patched version, since python-ecdsa's maintainers have
  stated side-channel attacks are out of scope for the project.

Both are checkov's own transitive deps, used only for local static IaC
analysis in defender-for-devops.yml (no network signing/cloud-auth calls
that would actually exercise ecdsa's signing path) - dismissing on
GitHub with that reasoning as a separate step.
2026-08-31 18:21:36 +05:30
Mohd Kaif d4cd44e7f1 fix(docker): split explorer-extra.txt by Python version, fix broken build (#1341)
* fix(docker): split explorer-extra.txt by Python version, fix broken build

main's container-scan.yml has been failing since PR #1338 merged:

  ERROR: In --require-hashes mode, all requirements must have their
  versions pinned with ==. These do not:
      standard-aifc from .../standard_aifc-3.13.0-py3-none-any.whl
      (from audioread==3.1.0->-r explorer-extra.txt (line 30))

Root cause: explorer-extra.txt was compiled with `--python-version 3.11`
but is installed on the Dockerfile's actual python:3.13-slim interpreter.
librosa's audioread dependency needs standard-aifc/standard-sunau only
under `python_version >= "3.13"` (Python 3.13 dropped aifc/sunau from
stdlib) - a file resolved for 3.11 has no hash for those packages at all,
so --require-hashes fails outright once pip resolves against the real
3.13 environment instead of silently under-pinning.

Splits the file in two: explorer-extra-py311.txt (ci.yml, unchanged
resolution) and explorer-extra-py313.txt (Dockerfile, newly compiled for
--python-version 3.13). They aren't interchangeable and shouldn't be
recombined - documented in .github/requirements/README.md, including how
to catch this class of bug before it ships again.

* fix(ci): correct stale -o path in explorer-extra-py311.txt header

Qodo review on this PR: the autogenerated header comment still said
-o .github/requirements/explorer-extra.txt (the pre-rename path), which
would silently regenerate the wrong file if someone copy-pasted it.
2026-08-31 17:52:23 +05:30
Mohd Kaif 832412cc01 Merge pull request #1338 from semantica-agi/fix/scorecard-pinned-dependencies
fix(ci): hash-pin every pip install for Scorecard Pinned-Dependencies
2026-08-31 17:31:14 +05:30
Sameer6305 dfbe98cebd fix(ci): generate Checkov lockfile for Windows 2026-08-31 17:21:59 +05:30
Sameer6305 89c6c8a45d fix(ci): hash-pin Checkov installation 2026-08-31 17:01:16 +05:30
Sameer Kadam 4b24053851 Merge branch 'main' into fix/scorecard-pinned-dependencies 2026-08-31 16:15:42 +05:30
cxzg007andSameer Kadam c111277a1f fix(context): make auto_generate_id a real InitVar in decision models (#1153)
The six decision-model dataclasses (Decision, DecisionContext, Policy,
PolicyException, Precedent, ApprovalChain) accepted `auto_generate_id`
only as a plain `__post_init__` parameter. Since it was neither a field
nor an InitVar, the generated `__init__` never forwarded it, so the
parameter was always its `True` default and the `auto_generate_id=False`
validation branch was unreachable dead code.

Declare `auto_generate_id: InitVar[bool] = True` on each dataclass so the
generated `__init__` forwards it to `__post_init__`, restoring the
required-id contract. Serialization is unaffected because InitVar is not
a real field. Add regression tests covering the auto-generate path, the
required-id error path, and the explicit-id path.

Fixes #1152

Co-authored-by: Sameer Kadam <sskadam6305@gmail.com>
2026-08-31 15:50:40 +05:30
KaifAhmad1 5ed98cefbd fix(ci): hash-pin PEP 517 build isolation deps (setuptools, wheel)
Qodo review on this PR: `pip install --no-deps -e .` / `pip install
--no-deps .` still leaves PEP 517 build isolation on by default, which
fetches [build-system] requires (setuptools==84.0.0, wheel==0.48.0)
completely outside any hash checking - the --require-hashes installs
right next to it didn't cover this at all.

Adds .github/requirements/pep517-build.txt, hash-locked to the exact
pyproject.toml [build-system] requires, and installs it before every
local-source install (Dockerfile, ci.yml, benchmark.yml) with
--no-build-isolation so pip reuses those hash-verified copies instead
of fetching its own.
2026-08-31 15:43:59 +05:30
KaifAhmad1 48737629d9 fix(ci): hash-pin every pip install for Scorecard Pinned-Dependencies
Scorecard's Pinned-Dependencies check requires pip installs to be
hash-verified, not just version-pinned - our existing pkg==X.Y.Z pins
(and even pip install -r requirements-ci.txt, despite that file already
carrying hashes) still scored a 4 because the pin/hash isn't visible on
the command line itself.

Adds .github/requirements/*.txt: hash-locked files generated via
`uv pip compile --generate-hashes` for every pip target that isn't
already requirements-ci.txt, covering standalone CI tooling (build,
wheel, twine, uv, pip-audit, safety/bandit/semgrep/jq, pip/setuptools
bootstrap) and the project's own local-source installs. The latter
(`pip install -e ".[explorer]"`, `pip install -e .`) can't be hash-pinned
directly since there's nothing to hash for a local source tree; split
into `pip install --no-deps -e .` plus a separate hash-pinned install of
the actual fetched dependencies instead.

Also adds --require-hashes to every `-r requirements-ci.txt` install so
hash verification is enforced explicitly rather than only implied by the
file's own content.

Simplifies the Dockerfile in the process: it now installs from the same
pre-generated explorer-extra.txt (copied in at build time) instead of
extracting constraints from requirements-ci.txt at build time, which
also means setuptools gets its CVE-2025-47273 fix as a side effect of
the hash-pinned install rather than a separate upgrade step.

benchmark.yml: pip install -r benchmarks/requirements.txt is left
unpinned - that directory doesn't exist in this repo, so there's nothing
to generate hashes from. Pre-existing breakage, unrelated to this change.
2026-08-31 15:29:40 +05:30
Mohd Kaif 1d62217cc5 Merge pull request #1334 from semantica-agi/fix/container-scan-cves
fix(docker): resolve Trivy-flagged CVEs in the built image
2026-08-31 14:34:32 +05:30
KaifAhmad1 bf292ccbbc fix(docker): address terrascan findings, drop apt-get upgrade
Two terrascan/GHAS findings on the previous commit:
- AC_DOCKER_0052 (no apt-get upgrade in Dockerfiles): dropped it. It also
  wasn't fixing anything - Debian's openssl fix for CVE-2026-14456 is still
  in trixie-proposed-updates, not reachable via a normal upgrade. Pin both
  base images by digest instead (matches #1329's approach) so the docker
  Dependabot ecosystem bumps them once Debian ships a rebuilt image with
  the fix, and document why the QUIC DoS isn't reachable here regardless
  (HTTP-only via uvicorn).
- AC_DOCKER_0010 (pin pip package versions): setuptools was `>=78.1.1`;
  pinned to the exact 84.0.0 already used by pyproject.toml/requirements-ci.txt.

Also fixes two build breaks this introduces on its own: requirements-ci.txt
wasn't in .dockerignore's allowlist or container-scan.yml's path trigger,
so the COPY in the prior commit would have failed the image build outright.
2026-08-31 14:06:28 +05:30
KaifAhmad1 64d942503b fix(docker): extract requirements-ci.txt pins with Python instead of sed
The sed expression to strip requirements-ci.txt's line-continuation
backslash (`[\]$`) is valid POSIX/GNU sed - verified it exits 0 and
strips correctly - but it's easy to misread as broken (a bot reviewer
flagged it as an unterminated bracket expression), and the seemingly
more obvious `\$`/` \$` forms silently fail to match at all rather
than erroring. Swap to a small `re.findall` extraction so there's no
backslash-escaping judgment call left for a reader (bot or human) to
second-guess.
2026-08-31 14:06:02 +05:30
KaifAhmad1 471a420b10 fix(docker): resolve Trivy-flagged CVEs in the built image
Container Security Scan flagged five HIGH-severity findings against
semantica:scan:
- setuptools 70.3.0 (CVE-2025-47273, path traversal) - the base image's
  bundled copy, never touched by our own build. Upgraded explicitly.
- msgpack 1.1.2 (GHSA-6v7p-g79w-8964, OOB read/crash) - `pip install
  ".[explorer]"` re-resolved deps from scratch instead of reusing the
  audited, hash-pinned requirements-ci.txt (which already pins
  msgpack==1.2.1), so it landed on an unpatched transitive version. Now
  installs against a constraints file derived from requirements-ci.txt.
- openssl / libssl3t64 / openssl-provider-legacy (CVE-2026-14456, QUIC
  server DoS) - the Debian fix is still in trixie-proposed-updates, not
  yet promoted to trixie-security, so it can't be pulled via apt today.
  Added an apt upgrade step so the next image rebuild picks it up
  automatically once Debian ships it; documented why this image isn't
  actually exposed to it in the meantime (HTTP-only via uvicorn, no QUIC
  listener).
2026-08-31 14:06:02 +05:30
Mohd KaifandSameer6305 a4aa71ad87 fix(ci): unblock py3.9 install matrix and raise Scorecard pinning/signing (#1329)
* fix(ci): unblock py3.9 install matrix and raise Scorecard pinning/signing

pip install semantica failed on Python 3.9 across all three OSes because
spacy had no upper bound, so pip resolved spacy 3.8.16 whose thinc>=8.3.12
requirement has no cp39 wheels and no working sdist build path. Cap
spacy/thinc for python_version < '3.10' to the last wheel-compatible pair.

Also addresses the two OpenSSF Scorecard findings that were actually
fixable in code:
- Pinned-Dependencies: Dockerfile base images (node:26-alpine,
  python:3.13-slim) were unpinned by digest; pin both, and pin five
  previously-unversioned pip install calls in CI (build, safety, bandit,
  semgrep, jq, pip-audit).
- Signed-Releases: attest-build-provenance only publishes to the GH
  attestations API, which Scorecard doesn't inspect. Sign dist/* with
  Sigstore and attach the .sigstore.json bundles as release assets.

* fix(ci): correct Sigstore artifact inputs

---------

Co-authored-by: Sameer6305 <sskadam6305@gmail.com>
2026-08-31 14:04:28 +05:30
46 changed files with 17686 additions and 663 deletions
+3
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@@ -18,6 +18,9 @@
.git/**
.github
.github/**
!.github/requirements/
!.github/requirements/explorer-extra-py313.txt
!.github/requirements/pep517-build.txt
.claude
.claude/**
.codex
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@@ -0,0 +1,58 @@
# CI tool requirements
Hash-pinned `pip install` targets for CI/release/Dockerfile steps that install
something other than the project's own audited `requirements-ci.txt` set.
These exist because OpenSSF Scorecard's Pinned-Dependencies check flags any
`pip install` in a workflow or Dockerfile that isn't hash-verified, and
`requirements-ci.txt` alone doesn't cover build/release/security tooling or
the project's own local-source install.
Each `.txt` was generated from the adjacent `.in` (or, for `explorer-extra-py311.txt`,
`explorer-extra-py313.txt`, and `base-deps.txt`, from `pyproject.toml` directly) with:
```
uv pip compile <input> --python-version 3.11 --python-platform linux \
--constraint requirements-ci.txt --generate-hashes -o <output>.txt
```
(`--constraint requirements-ci.txt` is omitted for `bootstrap.txt`,
`build-tools.txt`, `uv-tool.txt`, `twine.txt`, `pip-audit.txt`, and
`security-scan-tools.txt`, since those install standalone tooling with no
version relationship to the project's own dependency tree.)
Regenerate a file the same way after bumping a pinned version, and re-run it
whenever `requirements-ci.txt` changes if the file used `--constraint` (see
each file's own autogenerated header comment for its exact command).
| File | Used by | Installs |
| --- | --- | --- |
| `bootstrap.txt` | security.yml, security-scan.yml, benchmark.yml | pip, setuptools (upgrade before anything else) |
| `pep517-build.txt` | ci.yml, benchmark.yml, Dockerfile | exact `[build-system] requires` from `pyproject.toml` (setuptools, wheel) - installed with `--no-build-isolation` before any `pip install -e .` / `pip install .`, since `--no-deps` alone doesn't stop pip's PEP 517 build isolation from fetching those two *unhashed* |
| `explorer-extra-py311.txt` | ci.yml | semantica's base deps + the `explorer` extra, resolved for python 3.11 |
| `explorer-extra-py313.txt` | Dockerfile | the same, resolved for python 3.13 (the image's actual interpreter) |
| `pytest-tool.txt` | ci.yml | pytest, for the pre-all-extras deterministic test |
| `uv-tool.txt` | ci.yml | uv, to verify requirements-ci.txt is current |
| `build-tools.txt` | ci.yml, release.yml | build, wheel |
| `twine.txt` | release.yml | twine |
| `pip-audit.txt` | security.yml | pip-audit |
| `security-scan-tools.txt` | security-scan.yml | safety, bandit, semgrep, jq |
| `base-deps.txt` | benchmark.yml | semantica's base deps (no extras) |
| `benchmark-extra.txt` | benchmark.yml | the benchmark-only libs (neo4j, pdfplumber, etc.) |
`explorer-extra-py31{1,3}.txt` and `base-deps.txt` are large (they mirror
most of `requirements-ci.txt`) because semantica's `dependencies` list in
`pyproject.toml` isn't extras-gated - installing the package at all pulls
the full base set. That's expected, not a mistake.
`explorer-extra-py311.txt` and `explorer-extra-py313.txt` are **not**
interchangeable, and can't be collapsed into one file compiled for either
version: `librosa`'s `audioread` dependency needs `standard-aifc` /
`standard-sunau` only under `python_version >= "3.13"` (Python 3.13 dropped
`aifc`/`sunau` from stdlib). A file resolved for 3.11 simply omits those
packages' hashes, so installing it with `--require-hashes` on a real 3.13
interpreter (the Dockerfile's base image) fails outright rather than
silently under-pinning. Any other file shared across a 3.11 and 3.13
consumer would need the same split if it hits a similar stdlib-removal
edge case - check for `ERROR: In --require-hashes mode, all requirements
must have their versions pinned` on the *other* Python version before
assuming one `--python-version` covers every consumer.
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rdflib
neo4j
faiss-cpu
torch
pyarrow
pdfplumber
python-pptx
openpyxl
lxml
python-docx
beautifulsoup4
chardet
langdetect
en-core-web-sm @ https://github.com/explosion/spacy-models/releases/download/en_core_web_sm-3.8.0/en_core_web_sm-3.8.0-py3-none-any.whl
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pip
setuptools
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# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/bootstrap.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/bootstrap.txt
pip==26.2.1 \
--hash=sha256:71138adf1f4ca900cdb7d289c21b7494329f2332b6d85f0e1c42108c0384ed3e \
--hash=sha256:f6ad667e89a1fe78046c8f13232b247200f5258d7828f3f7883d660878e0813f
# via -r .github/requirements/bootstrap.in
setuptools==84.0.0 \
--hash=sha256:51a52592b3b99e102b609654876bd65f19f999935166d1352678931132b0c670 \
--hash=sha256:f4695c21257f0d9b537ec2692c941d02ee143b7cc1276941349a546573b2ef73
# via -r .github/requirements/bootstrap.in
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build==1.6.0
wheel==0.48.0
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# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/build-tools.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/build-tools.txt
build==1.6.0 \
--hash=sha256:bd2c8afc603e7a2e0ce70e2ea85f0a6d02043bafbd307f5bada0f98669eca5af \
--hash=sha256:f7aaf1ebbb79178a02ba248bb524f2176b256017e17e8e4bd4289c7b38cc2bad
# via -r .github/requirements/build-tools.in
packaging==26.3 \
--hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
--hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
# via
# build
# wheel
pyproject-hooks==1.2.0 \
--hash=sha256:1e859bd5c40fae9448642dd871adf459e5e2084186e8d2c2a79a824c970da1f8 \
--hash=sha256:9e5c6bfa8dcc30091c74b0cf803c81fdd29d94f01992a7707bc97babb1141913
# via build
wheel==0.48.0 \
--hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab \
--hash=sha256:94800765601e9171bf5d58d066e640662842bcedcbab982b2c90787a2c987322
# via -r .github/requirements/build-tools.in
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checkov==3.3.16
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setuptools==84.0.0
wheel==0.48.0
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# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/pep517-build.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/pep517-build.txt
packaging==26.3 \
--hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
--hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
# via wheel
setuptools==84.0.0 \
--hash=sha256:51a52592b3b99e102b609654876bd65f19f999935166d1352678931132b0c670 \
--hash=sha256:f4695c21257f0d9b537ec2692c941d02ee143b7cc1276941349a546573b2ef73
# via -r .github/requirements/pep517-build.in
wheel==0.48.0 \
--hash=sha256:3217dcc807155e45db462d7ef2431f5ddda0d7273b700d05a67b271ceb1287ab \
--hash=sha256:94800765601e9171bf5d58d066e640662842bcedcbab982b2c90787a2c987322
# via -r .github/requirements/pep517-build.in
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pip-audit==2.10.1
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@@ -0,0 +1,423 @@
# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/pip-audit.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/pip-audit.txt
boolean-py==5.0 \
--hash=sha256:60cbc4bad079753721d32649545505362c754e121570ada4658b852a3a318d95 \
--hash=sha256:ef28a70bd43115208441b53a045d1549e2f0ec6e3d08a9d142cbc41c1938e8d9
# via license-expression
cachecontrol==0.14.4 \
--hash=sha256:b7ac014ff72ee199b5f8af1de29d60239954f223e948196fa3d84adaffc71d2b \
--hash=sha256:e6220afafa4c22a47dd0badb319f84475d79108100d04e26e8542ef7d3ab05a1
# via pip-audit
certifi==2026.7.22 \
--hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
--hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
# via requests
charset-normalizer==3.5.1 \
--hash=sha256:00668ebb0609751758682eb0b5857e7c35b9f00e84dfdef062e103244ec94d45 \
--hash=sha256:012a22b88a77ca2e59b98ac5889b0deb604147666032f45e6d6e217634d2550d \
--hash=sha256:01e93745f7f219b703b60ba7afead36cfc4242782be5af484673fc500df12da5 \
--hash=sha256:04368edf83514385ffc3e1cfd4546e595f4f1272dd23ba437a93a9cc3741d47b \
--hash=sha256:0722590aabf9dc6a6c0343d523c05458fa2b5047dbe6302fd526bb570600753f \
--hash=sha256:07ffd07412fc5d5e84cd8952acf9ff7e4ed7a708e69d1bada19d8ba91711353f \
--hash=sha256:09a7bba9f739468c8e78c36a75c33768e53cb1959fc638f510454c14683f00d5 \
--hash=sha256:0b2b1b3fa5670c127b246df1d0c059defd41f689a868a3b9d79df9b1cac42d22 \
--hash=sha256:0c6dfb5ca6723eeed15aa8e564a014d69fcb8812f94eef11fe3631e0508199f5 \
--hash=sha256:0d929fc574b4d6fd9e7c0f5c2ede8716a41911923aa7fa5fce38e0818aa4a1ac \
--hash=sha256:13e3afe97712e8887cd516e960c63f0b93122971e5b5e4b2622fe7701771e838 \
--hash=sha256:15f024313246a4ed976c60f440bb8d257815513a681d212ff74fd46f7d715a90 \
--hash=sha256:195ce897c6153c0700078142cf8efe3e6454ca4cf4357499e4078dfd83396626 \
--hash=sha256:19a3dd5aa73cef1c99687c4fc57db016a9c17104ae1185da88ba566a5d3bebe4 \
--hash=sha256:1d1c7a53a6c2103925cdd6d7229f8c567379f211c869793df679f2e9f738c369 \
--hash=sha256:1f5883d77fd409a261abb5dc8ccbe335720d798b1de4abb3b1d47ccbbc76b53b \
--hash=sha256:21b82d8082f6f5e7f456ef0bd16323d08de1266efbfeb476e64b2a91d1471a4e \
--hash=sha256:252d099029bcbea642f2a06c4ed5046bdf8b5a8150b64afa5e027e88b106e5ee \
--hash=sha256:256dd4d85d9e4dc595e2bc983c980e73f62ddeb3165c58b4c3dfe78c5c8548c1 \
--hash=sha256:26422d45fd13551cf564c58932f7d72b4f58b93b0fcf18c35ba6be12b46bb102 \
--hash=sha256:2679de311c7946dde5d3b6f44941844133ff5c7cb86099c0061ab1e8901c20a8 \
--hash=sha256:29880d17a8eb0b5cfdfd8944b468322928059aa35f1f5fa8ff22b149ec0b42f8 \
--hash=sha256:2bced4061f000f7187254a02ad3433ae17eaf991747ceea2f478422590a5bba9 \
--hash=sha256:2e9cf9253119d8e5d111f05d71626786fd3d6193817316eab1ca088cdb8593cf \
--hash=sha256:2f06b7eae9dbe77fe1d644ca244dad508de8d302870a43f3c559b521270938a0 \
--hash=sha256:2f293479cce755c75f1697e87c409b7ae4c555c7dfecb6e988ad13abba943031 \
--hash=sha256:329fc3ccb63ad22d867d84c2adea759a64079a37ba4a343433b02c7a2816871e \
--hash=sha256:343fb4f2821043bd87095f7b08a1a181febc8e36ac64212143bbfd0a0e1bc235 \
--hash=sha256:3588e376b3ea2eea84976f67273d679f229e24c66dce7b82ae45aef04ff6e072 \
--hash=sha256:35aea775dc2bd5f54cd84a1cd2696cc3207c479cb9cf0bd346f0d343e4300ddb \
--hash=sha256:35fe081843b35aad20ffeccec3eeffbe637b15d14f3fb22cc1b59cd8ec17e93c \
--hash=sha256:36047af20e17097c3bb9476c2b7655f2f7aa51322c0ba58c07695bedf755a950 \
--hash=sha256:3617ac3cfd8b9888f145ad89dd6e692285834b0201c6074a5eeaad3fd4d668c2 \
--hash=sha256:366ec70f5547c640d3ce1985722490f23faf4eb5216a7eeba78277490e78dacb \
--hash=sha256:394fea06235c8543390050ed5f529187074b029fb027213f6c46ac11ab5d950e \
--hash=sha256:3d27167433c0d5f18dc850f07d0b3816221984fecdc405d6c157a6f0b8f8e9e6 \
--hash=sha256:3e5e1224c0a6a90e05843e07adfec669edebec17801c67072f51e59561d63c0b \
--hash=sha256:41876ee62a3dddf48ff1121ad8f0798032aa03f2fd35f21f34a4cab14f18d8d2 \
--hash=sha256:433c5a81eade63b47e522303bad236f59dba55ea6951746f5558355eeed8c75d \
--hash=sha256:4582c27e8c889d64811987b5967fbd3ae0c823fe1fd933b543d55ac20bb475fa \
--hash=sha256:485a0d363cafefcd2538a73c7c838daa2035f09b2c9f9b5e3133f80c6aeb84c2 \
--hash=sha256:494b70049a4d69aec6e8137c13af4cf8db8c9f9820a1392ac293b0dd2987a818 \
--hash=sha256:496846868fea80e479324862fa877f02411f2fd0f83b79ccee2607aa68b2a032 \
--hash=sha256:4abdc5f9ad448c1ecbfae2974b820535d6bc6e7eef63babbab3d81cf46968c71 \
--hash=sha256:4b599739b93b2cbeded49645ae3c8d1405c29ddfbceac1545c87a3f9580a9e96 \
--hash=sha256:4bea7f8ebe90bbd7f0e4a2de42ca6924ba23e3e76418c408ff82f1d46fabd687 \
--hash=sha256:4c4fb141a727957c93edfe5c32a26ceb6b5f6461d67146e2d39f51e16170bea8 \
--hash=sha256:4c9548dc78002099910abaebc0a72ac58b7d30931869e0351c09b507dff4ece3 \
--hash=sha256:4d26f14f041e83dd8edfd61f4cd4fa7285d31798b5bf1f28e70c367ba6c41d61 \
--hash=sha256:4f298bdadb8f0b9e5672877f647d1be9373ef5320c9e2f049795e26cad28b6a9 \
--hash=sha256:52ec005752a56ae79547a05c0139ca2501a0c866390b6115008456b9f0e7cde1 \
--hash=sha256:55261ac0d2941c42f196dd576f543d87a8ee03cd6f5e30dfb4d807b2e3b9121a \
--hash=sha256:56490c595a28b1bb27dfc583e816152a9767721ef58b2c03b13f954d2f707420 \
--hash=sha256:58d3e12c88e0950bca850ae1f7c256055c097639c2edb9eb123af9807d8b15e4 \
--hash=sha256:58d4aa13a59c969dbfdf9e6a9560e242cbfd9e8a8f50c2747714df1a423adf65 \
--hash=sha256:59171c6e45bf07d0d5cab3b0bf81d945035530f6873398b3b531c31184d46663 \
--hash=sha256:5b6d1386bf0096d26d3a863dc0a487a5b4eb9aa93cf5ba69683d29dde6b9d60f \
--hash=sha256:5c0ea61a470e070686aa30892fed79e297d2c8d0ab46b8bcdf027d38c51da591 \
--hash=sha256:5c84bec0ab5ae0c64bfe73a7d2adcb5ce73b467523fc27fd6a28ab2aa6cbe35a \
--hash=sha256:5ca0555312ae2fe82715cada7fac375530c2f3349e1eaa1bcb33d0283ac79a18 \
--hash=sha256:5d8531a6569d025f68e2321e7638fb7978f23db58e5f69f56913837aae03816e \
--hash=sha256:5e2d0e146dcb57034f8b97dc58d2d512cb90aba253960ce449f695fec6a82c6f \
--hash=sha256:5fc45d653ea8c9a20479167e11d4a0f8cb2fa3470737ab6f9c827532313187b7 \
--hash=sha256:6117b84ea48435e5356dc737f5121485c30920ba43375fa7b434fd753df0eac3 \
--hash=sha256:6199d5606e2bbf2b096cf64d03f8b6790c91081d5ac866b8e7bb6422738cc60c \
--hash=sha256:62b55f6722735a6c472f88361cde6640608773d9443cebdbb51abf436a1fcdd3 \
--hash=sha256:687c9ca3035544b113bea2055e180af96fb63c0c476e22a9180f51925186e7b7 \
--hash=sha256:6b7430cf5728e68f6c462254009a6ef4086e1bea43cf2f57aa9c55fb4f50ff96 \
--hash=sha256:6ba32c4d2abf1d2fe7cf27d280f4cca5664233b0f885549c7761719eb977f486 \
--hash=sha256:6c9cdde8becb25a7fde49924511aa2644d6f8081cc8df8e9452724303348d8e3 \
--hash=sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6 \
--hash=sha256:6e2912d4babbc65196ac13c2f53468dc57fb8b9c25ef913e8c59ddf7c6dc0e1b \
--hash=sha256:6e5e4d73d588ca5ed09df1b7dcd1b203d1df3c542e3f50d126c947d432b10731 \
--hash=sha256:70055ff39b97c99e7ae40ea3e393fb62aa2e44dbd9b29f8d14f42fb0025c3959 \
--hash=sha256:706bfd38730a5ac7a365793269a00f4e988178cec121391f4248d84ad8c972e9 \
--hash=sha256:7235dc28fc6dd9d832ac7c7bce95367dedb85929f17368a0c2bee1e080b9acbf \
--hash=sha256:774d157f112367ff4abd29019f38f023c24e00e56edc7829c20e358a5a913ad8 \
--hash=sha256:77efcff2b23071c349402ac1066667a3d011f62398d81408c9b88ad991747c9e \
--hash=sha256:789b8982559ae28dad2356519f841655756cdcd96616410590ae0b17454ee64f \
--hash=sha256:7ac76cf9afd34929d76eb7fcb63be476a4853d8a96f0dcf2d0db68a0cbdf9885 \
--hash=sha256:7c0c10730342b0c9b35dd1d619beb8214e520bd96a1f870f452680b238aab3e0 \
--hash=sha256:823f82903d189af463d7df250ef1f7f696f3cee08cc8d91deb565e8d425f6506 \
--hash=sha256:838648accb3a7fd9803fd45c87bce8509648eb0c11bc34e216141300977244f2 \
--hash=sha256:854066be00447fa8de2ccbbe893e2ffc4b123ef16d897af794c1e18bd4a714b0 \
--hash=sha256:85d5855daafc240cc045c026d7a15fd198a09b0fc8ff6f5ecbb5297b509cb11e \
--hash=sha256:85de3134b5379856e323ba37c19c9256d39425f7b76a63af52b09fb4664c2e8f \
--hash=sha256:87e4f41d375c0b9be2fb5251aee4b8a689169e134535aed81bf085c3b647451e \
--hash=sha256:88ca277405c2d3b71c4e1c2ee0e7966e807bcba86a69d11e19ba199d18ae4491 \
--hash=sha256:88e85ab89cb822c1e635f51d6d32e488f94e002e70e2f492bdb8b945543f345a \
--hash=sha256:8ac8c94b6539074e0f40899301273ac8402b9b3e01c7b7ba269ff30340aaaf20 \
--hash=sha256:8fe532b3c966d1fb794e0698e4589d0444017ae77fc0b31edea13c0e35bcc449 \
--hash=sha256:9085f87b0e38a2b92b8923059b4e8789fe40d9279712d15dcc670048d77079af \
--hash=sha256:90b7481fb62fbe172c558bc6fd1c4c98d82004a54a7551f20e11ac9bf0b8708c \
--hash=sha256:92caef967d287a407085d61176fce4012b1dd62daed4eb6d5ceb26d3d2538712 \
--hash=sha256:9362dd90aa7dab48c0054a21187791ccf05473f7dba5d92b8033ae62164675e7 \
--hash=sha256:94d78ecec2605a8d0398b0f365d5f12a63248438516f5dac536a5eff7337df4a \
--hash=sha256:94fbf1c0c6cc0d3d5e50f9a9313a8cdca90dd696d34b381cd1704f8c9e939f20 \
--hash=sha256:950f23cb393f85543777b0433f082cddd25b51ab398eac7971146495679efe5f \
--hash=sha256:96eefc178f8636b9c760c5829345307fd81cfae9ab1e80997dbddeb0f54ee9a3 \
--hash=sha256:96fef3e886d6a9874b14f27fc193fbdc69d5d8035783d86aa4e1cea594e695f9 \
--hash=sha256:977cdbd483a9cff38179bea4fd754289a6f2195c7abd414aba85410b3e66cc5e \
--hash=sha256:978eab16f55b4ab2c2a745be9a0a840bf8f09a7f227d9c76eb30214d078865a5 \
--hash=sha256:994e883d17c559cdfd38c84003c8b27d25424a1077272a17e7cd27bfe0bf57b2 \
--hash=sha256:9ac4444d8d4fd4c4bd08bf451ed3167aa9e7ec6cdb41b648794f1d1103652e36 \
--hash=sha256:9b5db6052055d34d41230fb78d7c439c23dc536a9896f6cb039e8dd92cfc1263 \
--hash=sha256:9d9a0dc7cbe9bec24c3f767c9122c41fe5a1bc43f47cd099d00d393e09769de4 \
--hash=sha256:9dbdd9205662134957cf0c324f639bdc5031c0ca056e2369e238db75187c0f11 \
--hash=sha256:9eea3ab2597a5e65fe65296e2d6a84570845a6b55532d90333d740d48bbc850a \
--hash=sha256:a2028475ba855475b8b4d3cfeb4994269c967aea8b9892dfba907f4263a863a3 \
--hash=sha256:a3a370082ce34d0612f421e15fe011c53bb1feff21a26d06ad4fb244dab5a375 \
--hash=sha256:a545775cfe815855ea32d7c27731d79da358ef2055b4a25830231b1622dd18aa \
--hash=sha256:a5cbd90ecf0fc62e64726917ad083b73001f0563657a87ec3c0b504e277dc90d \
--hash=sha256:a6d095662e73e74f0a49988e0593373e243e3a52e27bfeea0a859e88acf4a0f5 \
--hash=sha256:a6dac12ff6b846103483683f60c5f8fee205121adc58ffd87e90a90a3af69e99 \
--hash=sha256:a951ad59cad9145664a730d3036b40b844e74d2d3683da40111463cd3a83845d \
--hash=sha256:aa1099b956fb795e686d073568f6dc002a0bb89765ea6d5b055dd7d9bf1b116c \
--hash=sha256:aa2bb0b37202dca27175591f761108b5d34096ade1191ffe4808bdf6b1571488 \
--hash=sha256:aae2ee51122d3ae968a3837d97dc24a0aeebb0dea23694422cd172bd30017cd6 \
--hash=sha256:ab743e9bc90c1f73552ec33e10e3331315acd2c397b36065b591b0181de533cc \
--hash=sha256:ac00177c4831ffa650f8609e4bdddd5fe09c03b1c0c47acece7e6ea20421598b \
--hash=sha256:ac13b004224fb341e1e25a1ed5e19d32f57cdb2a403e01f003b46f051a550f6f \
--hash=sha256:acaf604462bf330b0d07e7a07c1d6e4adac79e5fb13e9c5140590542cafacc00 \
--hash=sha256:ae31a1a1db2ee6cc2942fccaf695c934bc7f3db9f2133a3fef1f367cf1a4ab10 \
--hash=sha256:ae4a097991662cd4fff0ddc74e0fe7874f82e00042fa0ea00855645ed0c79598 \
--hash=sha256:aea996a6aba25260827c9ea511d1addfde2da9eb686ac961838509086188b7e6 \
--hash=sha256:b39b69b347e5e47a3b5b8cfc005c68c1ba347474e3960236c4944a8ecd174962 \
--hash=sha256:b54e7e13267d49ffbfe68e25b3cbd774dab38fa37238f71265e91b36146eb21c \
--hash=sha256:b9af956078716df40d985fb0dfeb2c2120c5ca92ba4ff4b388acfd01cdc14d08 \
--hash=sha256:ba2f37ee79e6338845261a3c5b1784e5d1acdff2c0785b284f1b633033d136ab \
--hash=sha256:ba501e667c17d8411f98e67a022d9604ef179aff0e459b7e292c796837c13573 \
--hash=sha256:baf3775a2635e5a11fbd5e4e64ee69c7e86875d224a5c72aca4c141064589a90 \
--hash=sha256:bb57753e36e4855b8ca375069482250a6246372331a3e4f3407eaebb007443f5 \
--hash=sha256:bd6c173f04743d483881bffa1478d5a4624475b8cd1d2194956a75548e191c18 \
--hash=sha256:be47f99644b208bff7766314013f9acf57b056b04191d570d68ad14022cf5b1d \
--hash=sha256:c010f5581d9c612804cc59fcf7b524b707fbcb72828551237ab545bb5c7034af \
--hash=sha256:c1dcc36dcb96abc02236e182d17e0f71430152a6c2c7447421da2d2dc144edea \
--hash=sha256:c428c6c31eb5f4277d7f8eccaf767fbd548ddd5ce3c8b4f4cbbfab3d96b5904c \
--hash=sha256:c658c50ac0c98cd755a2dd50b7977d3bca7df401dcc47fbdfa87db53ef7d4e8b \
--hash=sha256:c71fb0d56c920c269cd3e2e3fe7c610e3f1fdb21a6ce60efa6430ff63676cea6 \
--hash=sha256:c7b742bf31c88566b4bb6335a7f393bb322e580b6bb98df7bd0c25e6e3519ce8 \
--hash=sha256:cc0329df4caaceb950d2f580b5ac716a377f7059624a0bafaeaf8a218c6ed774 \
--hash=sha256:cc5d36d96478aa9c60654bd932525bf32964c62a7281eafdf16d85003a8d6004 \
--hash=sha256:ce854f5f478050ade5a238731c4ca985a7d3b3cb53ff600a9b5c3b689b5f0a7a \
--hash=sha256:ced3fdd71aaa83ce593746c2edb42b7a59cb4c19c8b5c407781c72e493aae55a \
--hash=sha256:cee5dd7c6fb5dd52a0fe2a740f9bc6e3593f5f8b1788bde49de02086f30182b2 \
--hash=sha256:cfa1c0cc3a8f9f53f1243a5a99ac36fd003880199383b37672e86ddda9cb07e2 \
--hash=sha256:d1ee1e296209fdce05b81b663250eefa02213a2da7b41bf26f7829b8ba3545aa \
--hash=sha256:d59b75732e9b6f27388e10c14b0259cc5f2e48c78627d185e6a177b58ad3cffe \
--hash=sha256:d63600d620ad0064c3a748b950ac5ea38a80190e5498532efefa4b7b3f1da1f3 \
--hash=sha256:dd732602a7009217f658d5863d12d79d373a4de0eebc111094bcdd3bb8e0a6cc \
--hash=sha256:e06efa066f7dbadbc84ebc126a97c452a6451dfcf589d89d788484949e1cf795 \
--hash=sha256:e199fb99720074809a7720f1c0b4d919eea8b87e88713e0f8f602f7bef543d9d \
--hash=sha256:e4b018dc5a0eee4676e38fe84a47a427816c590b93b55d9025274ec4d6ffc2dc \
--hash=sha256:e6621fb2a4988d6e53eedc455e5903e2679f3967b8acb3d639f1b63c14a2e893 \
--hash=sha256:e71c909f353863b2b89c83de2ebed71ea6d0df8a6ef65a128193c5e650766bef \
--hash=sha256:e90251c0c7bdd54a100a0dce3c07b7e637278c93af29dbf78ebb89a58c4bac7d \
--hash=sha256:e9fbdce1e47394b09bc9f26ab117dfc8d6491977a11d86f592bb42c779db2fda \
--hash=sha256:eb12fb2ba69ffa05f8695f61c69e591dc4b4a12ac3757ac8af8adb259bf56d17 \
--hash=sha256:eda059b6bc8bc0812d626fd91a7ce01bf583df0a61296eff390fd94141a34e30 \
--hash=sha256:f03ac127268b43ef4fe9e6ab6794a6794b49485a0cc0c1db79876d2f33f75bc7 \
--hash=sha256:f298e218441525d3794428b4c8b8fb8662c6d3ea79925d4807ee6b9a96a3bca5 \
--hash=sha256:f5542f9b941279d82d41eb0aa9f98eba36fe4df5c7086c651df7944935b37182 \
--hash=sha256:f6f7deae3feb4edfa2efaf7c574fe88cbf055038a6abdb40188e4fff66d5699f \
--hash=sha256:f9b1e28d0e8dbfa858abdba91d6b547beaf2df1a59bec6da6faae7b96a4991a9 \
--hash=sha256:f9f8405c2c758532c74fed975dbee57be1f31a6e865c031870c79a6ed3212ada \
--hash=sha256:fa48b1b63d639f9483e0633e092f5851e2348c352f1f9bb6c8182f87884ef876 \
--hash=sha256:fb78f6e7fcd8ad785d28cd577168bc1aaee827b25bb8755638f694794ea98f0a \
--hash=sha256:fbc597639158fd7c14d55e808718848319540f51b0e6746e3eefa59723a4a348 \
--hash=sha256:fce8cbd4997efeb450bd298b54f755dcdff18d496f7a5ddbb4867c6d7c88fdc3 \
--hash=sha256:fd0350afdc3aabd5576f60ea109228bd5538139713c7b094c5cd27c73a98bc6f \
--hash=sha256:fd0a274c0e5f9a21565cd9d3dd749b61f96b7aa1e20a93aa1ba4029518f2e5c0 \
--hash=sha256:fdb8a068947befafba9952162645dc2fecaeb400e64584829ed5e9b2fbe21a7f
# via requests
cyclonedx-python-lib==11.12.0 \
--hash=sha256:0e807521a921a5c3cb8ce1153f8a61d29eedfe76a46aac2796b7c6b573391a54 \
--hash=sha256:16767c4039de90c04e9f03348f8f0ed4b8ff842eaa7eefcad3a95685f970dacf
# via pip-audit
defusedxml==0.7.1 \
--hash=sha256:1bb3032db185915b62d7c6209c5a8792be6a32ab2fedacc84e01b52c51aa3e69 \
--hash=sha256:a352e7e428770286cc899e2542b6cdaedb2b4953ff269a210103ec58f6198a61
# via py-serializable
filelock==3.32.4 \
--hash=sha256:22e58ca3b1ae3b98993b762d7338367ae64fe50252bf78d59da3bfebcdf1cedd \
--hash=sha256:2bde2e4cf732e0153406d8a7bc80620ecf5e621fe0d25e41143c4e3b4733ff30
# via cachecontrol
idna==3.19 \
--hash=sha256:5e0811a4383b21dc5838069f801c4fb62113b7447663d2530d2bd6e77b49bf15 \
--hash=sha256:815e7be7a7806d54abb586dc943addc79e8b2ee16915059658cbeff4b1b43bf4
# via requests
license-expression==30.4.4 \
--hash=sha256:421788fdcadb41f049d2dc934ce666626265aeccefddd25e162a26f23bcbf8a4 \
--hash=sha256:73448f0aacd8d0808895bdc4b2c8e01a8d67646e4188f887375398c761f340fd
# via cyclonedx-python-lib
markdown-it-py==4.2.0 \
--hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
--hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
# via rich
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
# via markdown-it-py
msgpack==1.2.2 \
--hash=sha256:06d95f61de7afe4f4ff908a6feebfcb070d0582ac87c9cf3cedf8551cf634516 \
--hash=sha256:0708afbf6a9587f0bfe479a9825c141d14d91e2f6a5c8103cf28bc96f4edb5d9 \
--hash=sha256:0883a1578168929fd1640fbbc4614773f1a130e419a8a817dc2918d9af1b651c \
--hash=sha256:0a652ceeededf71d3fa40c303a02a149d42338d310162367b91c539d4bd6e0a3 \
--hash=sha256:0dd9173c5ebaf5ecc5ca86e7ae1db92934e1d57b856f3dd90698941431f4fd77 \
--hash=sha256:0e3315de5a4b2920ccef48d96b4448025e064a10d0f5a250f6584477d839c8d4 \
--hash=sha256:0e91332144f69bc3018c91232fac26da580ef748fb8eaddd7914d4458001cc4f \
--hash=sha256:0fbc1bed8a535389b41882cfae66376e248cd1680eaa94fd83193c73e1d24986 \
--hash=sha256:11e8c421e117d1c36728b423d0402555cccbf0c6f53e288f0e75b6b12100d70f \
--hash=sha256:1510f24612d4b983dff6935d9273e02c320cfd525727fbcb58836a75f589fdbc \
--hash=sha256:1814f92306ae7862908e9ece7cfd90e0dc87ded3e89b6ae7ffdd1175d6376fdc \
--hash=sha256:1e8cdd1f3e7cc52c751092a9bf740e81e6919ab109cd376ae2d965dad0bbae34 \
--hash=sha256:1f3af0baafd184436501004828bb3df64eeb2fc49dfe9d89abcf604956094563 \
--hash=sha256:1f6b6f8deb07d49090e1808c6ef9cb7d23ca17bef3aa6ed3e5e03df16606e60c \
--hash=sha256:226a62ffe99fe54c5c61d910ec64c3449b7766c3280bd286bf6c94838dde239a \
--hash=sha256:29cc2d5291711a52956a79a51f41c732329df39ad727c886bd8f0b5b9237a808 \
--hash=sha256:336525cc2688e43ea77dfb1a4ce012c8cde561835913801dbfcfdcf4111d8abb \
--hash=sha256:34e83e345194a2a51d8bd447dea9de2104f91e75b247f4735f14f04529f0746b \
--hash=sha256:352ed831042549cca8be23780e1fe7c9177e65ff02bf183509c4b4d33f671782 \
--hash=sha256:3e915d390d7068b257ca8b62f3fc59fad135c8631d1017ab03b0b924b07c5367 \
--hash=sha256:419a45c67a5c04213172a14b1864657e014665b77d7081b107a51707923dd39e \
--hash=sha256:42fd9260416885b4815caca5bdd14dfd5dda6cdade732d6c09104ef8f6228761 \
--hash=sha256:46ec851571d8f1b6e29794ebb9dd36f785008da6d14f57c702e60781d6caf648 \
--hash=sha256:4710d881d8fb047deed2485707409116722af2b992d3fefd73c7667c4e350839 \
--hash=sha256:4955accbd87f27beebef5f3ecc27503aa74cb016fb4f640868e749fd93194a35 \
--hash=sha256:4a4348705be86e029d04e741cf9ed0dfe03e942d7d3b92e838fa80d3aa2c3ebc \
--hash=sha256:4b554d8164ebb526892194f71dcd96ef1fefe0c250087498785d3ffc04a80be3 \
--hash=sha256:4d9a562aec0a92fe536da2e533d313b3d2a6b929157b1dec7ff623446dc0a8ab \
--hash=sha256:51dd39d23cfdea0400ed3ff2d29d1e83bd951d3aea79dc89be5b701a09edfe23 \
--hash=sha256:53679573c75cce5f82359e0bd4e6a97809a6b9a9b7a48fd1ba592f4a82cddc84 \
--hash=sha256:55faa6f8395e23b848c535ad5dcb96b3462f37f5e7f4ac500d500434f7345da7 \
--hash=sha256:58ce37a4a54577115922385d37201d9a44d66d0167dfbbf4770a2e9bf8ea7ba3 \
--hash=sha256:59d5b93efa45fd09f620d0c9ba81cde339a2c9937af3eea42ee9653094ce6640 \
--hash=sha256:6195257a107bf25872ef84aab7295078271eea3ac6413f0506b631f6c9586ed5 \
--hash=sha256:652d1bf13d01bac8fd569def0fe76745e55bcda01e30aa6332d5947ea3788839 \
--hash=sha256:682804bf31e43d46e51a9a33bd575b51e839d715ce6bd5612c055f7b28ad637b \
--hash=sha256:68df2947921d449f6dcfeafd86cb2cdde13327a8b447534bbe4ee5aaf32a5695 \
--hash=sha256:6f53285f20d592ed309ee19e509cc4c77a3bda1db02ad67e8a0949bb227a5a6d \
--hash=sha256:73b0e05c32c3cfc3cd84994908e57430c0ebc6813abf905d3f18ff115d54df3f \
--hash=sha256:77c2e018417dc1d66f235e383877ee885b60ade9d29e494dd581e08af2cb1923 \
--hash=sha256:7826f16edc763e768404f55605ef85dfcf5857e729c1ed29e0d7c180be4fe6d8 \
--hash=sha256:7afa5431f6f3487c584187ca6c8e2a34e9b106529893b3e720eabb068f6ac970 \
--hash=sha256:7d095df2627e5dd59ac7b0c5ad627a671c76e6020171e03cbe4621a61f0562c3 \
--hash=sha256:7fe374ba76eb0ecca13a1703daa8fa85825a6ddddbb52d4c1a732fa524194683 \
--hash=sha256:82b1bdf293267afaadcc608b125e7fc6576bb0785a60c4fa7d07c7ab76ed76ec \
--hash=sha256:86f173a584f72f6164801f31866d22a581f60c991572cf922aed9ab8eb422b77 \
--hash=sha256:8b1415d02e9bf722672af8a90f90813265a0cd0b14163187261e54a5592bc949 \
--hash=sha256:8b2a281b556f120a43e591ea39915741b7ad54d4727b9c4350a0a11692252533 \
--hash=sha256:8c6321a414f8b4a8dc43976b2fa8349156434ca9adedd9a187b796f7e1d3d3fc \
--hash=sha256:8dc4487097571f7311188c3eca2a3e86cd1f1db4c37c7a017bcc3fd38486cbfe \
--hash=sha256:90986cc9aab9d7d1d8f38bcbf65d3f7ac83bdd90c35765db7d691b4829698cba \
--hash=sha256:9352e6cdb510a7b1a5d3ccaccec730e82e50cf3484a3af7bdaab19e23b9589ff \
--hash=sha256:935b1cfad9b908b0fa845010f4271df4c2f04e1cd26e3f18acd61a45f93c9e36 \
--hash=sha256:9b659d77f8726fa5e7038967dda6b68d53cf34472c094cfa5b845454713b90d5 \
--hash=sha256:9bd3d1557c3fe1a095068210708a03e3e4795973392af6f4047060e70abd9a6c \
--hash=sha256:9bf452ff4d4981f25a18e9476e002bcc9263e7928024aa4d7148e25f7be3f929 \
--hash=sha256:9d7fb25b4442fae0cb2590272d06ab4f6caa526ee36a994edb81e946b874813e \
--hash=sha256:9db1ba1c1e6a84245a9dd866265b56b8a1e9461549cc72ed296d8cbfbd32961b \
--hash=sha256:9eb0b0e602064527a045ea28c4f174ed69383587e29cebe28947e3b84106eb2a \
--hash=sha256:9fd7f32e2f0fb334e7ecc5adb5cf0458785bd3a9d9d86f950e1715f101cebce5 \
--hash=sha256:a378e12ccc06d76efde115caf4073b7e5ff3cc18291d1341f9e65fb882e3f754 \
--hash=sha256:a4161eee7799863aee237c35c90427861f7b994416dd81ae829f560b0a81bdcd \
--hash=sha256:a9b4cf3685a135666d27d0d7a73fece74e2fad01d9b508fded89e843512f0e90 \
--hash=sha256:aa1120c653b76d8eafa50423b5eba06b5c9737f8692c74fa3afe03e84b8978ea \
--hash=sha256:b07c03f0da7e5279170df7745ddc732d526c8a198208936ec1a95c11ed2b2d5f \
--hash=sha256:b13b59e66f107cca1ba708dd5307179870ca1b15b19fcee7ccf722e5308d9212 \
--hash=sha256:b542ffc0a5c531eedc40419f291f1bd659aa8d4223408a5b51c88a2796083fd3 \
--hash=sha256:b5c696ae7cd7166b3657261adb855b461ff31f07823fdbae9de8bf80adfccc21 \
--hash=sha256:b68614fba0570349833b7dd999ff0aed4e5cc8d9eb6e3a7d4527be33c65e33d3 \
--hash=sha256:b8dd6c71d20c28d2d0eb0c51e7cccf3584afde3b1364f6629596186c9025bd54 \
--hash=sha256:b9b0c1f2aa7b0026b4bd50718100e8b04175e4f36e160aa852502377b5e572e7 \
--hash=sha256:c522420d78db2431887d45b518e304d86e27b9ad0b30f24e3806a6ad5d8bdbfc \
--hash=sha256:ccfd880988f8438d1c91c77d7edc58e70f4d2012e999167bc154c64c6f06ea6b \
--hash=sha256:cdb6cc6e1127d15879c47a8b3270716243da82d3e7feab1f5946872c75b3d60f \
--hash=sha256:cf66fb38703e61a486b01b56d43bb1f50698fbe99b6bd90feba10f24fab60b3b \
--hash=sha256:d13d07efbf655f9ae7a2352b630c52727b359005b21ba08a507585c9ac8c0896 \
--hash=sha256:d242f3c4ccf55b056e6cf901720dccde58f1df117898f2bbf3bcd6e38ec7c248 \
--hash=sha256:d24b38a825bcca41bb956de50eb98451ef291304a8607fad99e619043d3e79b9 \
--hash=sha256:d3c247d457ae9079974c7ce3c665396754a6d2baff7eaa51332212a8a5a3f13b \
--hash=sha256:d886baa46b2532135e7320067e6a44edb09ba5883a6096b0f9c044533984b8a8 \
--hash=sha256:e05a94a0442de86818a30281c6cc2cb9cc7aa148386fd3541c4d4774b73cb3a9 \
--hash=sha256:e1b99ad34613d5f8477fa5cf99bc4eaeaf27965588007c102370cd9a78fe9de5 \
--hash=sha256:e2eb7ea0ac3911a7aac9d8aaa36d40f216d99455b3274cd3fac38181bcd910cf \
--hash=sha256:e497ee34e8a3342bbde51b27c22d8db05a651df3361dd3daef5b3ab0d66f3e04 \
--hash=sha256:f11e09f10210a91c169e39c7a5a1f9090eaa73ad75555fafad5023c3053c47ba \
--hash=sha256:f466049b8e1ec0854287bbe9a074316826fe0e08dcf707245f98b1ae49e92650 \
--hash=sha256:f80361592c13d7226b4379c8941529b63fe1a9d0e05d2de8f3306b70e522b53f \
--hash=sha256:ffdd2f4950daf7815490f23087963e3420175b9609520b7ff5df64d351159c22
# via cachecontrol
packageurl-python==0.17.6 \
--hash=sha256:1252ce3a102372ca6f86eb968e16f9014c4ba511c5c37d95a7f023e2ca6e5c25 \
--hash=sha256:31a85c2717bc41dd818f3c62908685ff9eebcb68588213745b14a6ee9e7df7c9
# via cyclonedx-python-lib
packaging==26.3 \
--hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
--hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
# via
# pip-audit
# pip-requirements-parser
pip==26.2.1 \
--hash=sha256:71138adf1f4ca900cdb7d289c21b7494329f2332b6d85f0e1c42108c0384ed3e \
--hash=sha256:f6ad667e89a1fe78046c8f13232b247200f5258d7828f3f7883d660878e0813f
# via pip-api
pip-api==0.0.34 \
--hash=sha256:8b2d7d7c37f2447373aa2cf8b1f60a2f2b27a84e1e9e0294a3f6ef10eb3ba6bb \
--hash=sha256:9b75e958f14c5a2614bae415f2adf7eeb54d50a2cfbe7e24fd4826471bac3625
# via pip-audit
pip-audit==2.10.1 \
--hash=sha256:1eb4565d19ebe5d48996f4b770b4d2b32887e12cb12cfa637f1a064011b55ffc \
--hash=sha256:99ef3f600a317c1945f1e89e227ef26e1c2d618429b8bd3fa6f4f7c440c4611a
# via -r .github/requirements/pip-audit.in
pip-requirements-parser==32.0.1 \
--hash=sha256:4659bc2a667783e7a15d190f6fccf8b2486685b6dba4c19c3876314769c57526 \
--hash=sha256:b4fa3a7a0be38243123cf9d1f3518da10c51bdb165a2b2985566247f9155a7d3
# via pip-audit
platformdirs==4.11.5 \
--hash=sha256:89f8d42695853b89c7170bd49bc3dc593f98a71e695ede88e06a3b247bc4563b \
--hash=sha256:e8b31f4f8bcbbedef91a6b57a706255e4f148d2a4e01648382a0a47342539173
# via pip-audit
py-serializable==2.1.0 \
--hash=sha256:9d5db56154a867a9b897c0163b33a793c804c80cee984116d02d49e4578fc103 \
--hash=sha256:b56d5d686b5a03ba4f4db5e769dc32336e142fc3bd4d68a8c25579ebb0a67304
# via cyclonedx-python-lib
pygments==2.21.0 \
--hash=sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9 \
--hash=sha256:610ca751c9bc2492b38eb9a38a7fbc93edbbb2d7182edaf34e66ae493dee5c8c
# via rich
pyparsing==3.3.2 \
--hash=sha256:850ba148bd908d7e2411587e247a1e4f0327839c40e2e5e6d05a007ecc69911d \
--hash=sha256:c777f4d763f140633dcb6d8a3eda953bf7a214dc4eff598413c070bcdc117cbc
# via pip-requirements-parser
requests==2.34.2 \
--hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
--hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
# via
# cachecontrol
# pip-audit
rich==15.0.0 \
--hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
--hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
# via pip-audit
sortedcontainers==2.4.0 \
--hash=sha256:25caa5a06cc30b6b83d11423433f65d1f9d76c4c6a0c90e3379eaa43b9bfdb88 \
--hash=sha256:a163dcaede0f1c021485e957a39245190e74249897e2ae4b2aa38595db237ee0
# via cyclonedx-python-lib
tomli==2.4.1 \
--hash=sha256:01f520d4f53ef97964a240a035ec2a869fe1a37dde002b57ebc4417a27ccd853 \
--hash=sha256:0d85819802132122da43cb86656f8d1f8c6587d54ae7dcaf30e90533028b49fe \
--hash=sha256:136443dbd7e1dee43c68ac2694fde36b2849865fa258d39bf822c10e8068eac5 \
--hash=sha256:1d8591993e228b0c930c4bb0db464bdad97b3289fb981255d6c9a41aedc84b2d \
--hash=sha256:2190f2e9dd7508d2a90ded5ed369255980a1bcdd58e52f7fe24b8162bf9fedbd \
--hash=sha256:2c1c351919aca02858f740c6d33adea0c5deea37f9ecca1cc1ef9e884a619d26 \
--hash=sha256:36d2bd2ad5fb9eaddba5226aa02c8ec3fa4f192631e347b3ed28186d43be6b54 \
--hash=sha256:3d48a93ee1c9b79c04bb38772ee1b64dcf18ff43085896ea460ca8dec96f35f6 \
--hash=sha256:47149d5bd38761ac8be13a84864bf0b7b70bc051806bc3669ab1cbc56216b23c \
--hash=sha256:4ab97e64ccda8756376892c53a72bd1f964e519c77236368527f758fbc36a53a \
--hash=sha256:4b605484e43cdc43f0954ddae319fb75f04cc10dd80d830540060ee7cd0243cd \
--hash=sha256:504aa796fe0569bb43171066009ead363de03675276d2d121ac1a4572397870f \
--hash=sha256:51529d40e3ca50046d7606fa99ce3956a617f9b36380da3b7f0dd3dd28e68cb5 \
--hash=sha256:52c8ef851d9a240f11a88c003eacb03c31fc1c9c4ec64a99a0f922b93874fda9 \
--hash=sha256:559db847dc486944896521f68d8190be1c9e719fced785720d2216fe7022b662 \
--hash=sha256:5a881ab208c0baf688221f8cecc5401bd291d67e38a1ac884d6736cbcd8247e9 \
--hash=sha256:5cb41aa38891e073ee49d55fbc7839cfdb2bc0e600add13874d048c94aadddd1 \
--hash=sha256:5e262d41726bc187e69af7825504c933b6794dc3fbd5945e41a79bb14c31f585 \
--hash=sha256:5ee18d9ebdb417e384b58fe414e8d6af9f4e7a0ae761519fb50f721de398dd4e \
--hash=sha256:7008df2e7655c495dd12d2a4ad038ff878d4ca4b81fccaf82b714e07eae4402c \
--hash=sha256:734e20b57ba95624ecf1841e72b53f6e186355e216e5412de414e3c51e5e3c41 \
--hash=sha256:7c7e1a961a0b2f2472c1ac5b69affa0ae1132c39adcb67aba98568702b9cc23f \
--hash=sha256:7f86fd587c4ed9dd76f318225e7d9b29cfc5a9d43de44e5754db8d1128487085 \
--hash=sha256:7f94b27a62cfad8496c8d2513e1a222dd446f095fca8987fceef261225538a15 \
--hash=sha256:88dceee75c2c63af144e456745e10101eb67361050196b0b6af5d717254dddf7 \
--hash=sha256:8a650c2dbafa08d42e51ba0b62740dae4ecb9338eefa093aa5c78ceb546fcd5c \
--hash=sha256:8d65a2fbf9d2f8352685bc1364177ee3923d6baf5e7f43ea4959d7d8bc326a36 \
--hash=sha256:96481a5786729fd470164b47cdb3e0e58062a496f455ee41b4403be77cb5a076 \
--hash=sha256:a120733b01c45e9a0c34aeef92bf0cf1d56cfe81ed9d47d562f9ed591a9828ac \
--hash=sha256:b1d22e6e9387bf4739fbe23bfa80e93f6b0373a7f1b96c6227c32bef95a4d7a8 \
--hash=sha256:b8c198f8c1805dc42708689ed6864951fd2494f924149d3e4bce7710f8eb5232 \
--hash=sha256:c2541745709bad0264b7d4705ad453b76ccd191e64aa6f0fc66b69a293a45ece \
--hash=sha256:c742f741d58a28940ce01d58f0ab2ea3ced8b12402f162f4d534dfe18ba1cd6a \
--hash=sha256:c7f2c7f2b9ca6bdeef8f0fa897f8e05085923eb091721675170254cbc5b02897 \
--hash=sha256:d312ef37c91508b0ab2cee7da26ec0b3ed2f03ce12bd87a588d771ae15dcf82d \
--hash=sha256:d4d8fe59808a54658fcc0160ecfb1b30f9089906c50b23bcb4c69eddc19ec2b4 \
--hash=sha256:da25dc3563bff5965356133435b757a795a17b17d01dbc0f42fb32447ddfd917 \
--hash=sha256:eab21f45c7f66c13f2a9e0e1535309cee140182a9cdae1e041d02e47291e8396 \
--hash=sha256:eb0dc4e38e6a1fd579e5d50369aa2e10acfc9cace504579b2faabb478e76941a \
--hash=sha256:ec9bfaf3ad2df51ace80688143a6a4ebc09a248f6ff781a9945e51937008fcbc \
--hash=sha256:ede3e6487c5ef5d28634ba3f31f989030ad6af71edfb0055cbbd14189ff240ba \
--hash=sha256:f3c6818a1a86dd6dca7ddcaaf76947d5ba31aecc28cb1b67009a5877c9a64f3f \
--hash=sha256:f758f1b9299d059cc3f6546ae2af89670cb1c4d48ea29c3cacc4fe7de3058257 \
--hash=sha256:f8f0fc26ec2cc2b965b7a3b87cd19c5c6b8c5e5f436b984e85f486d652285c30 \
--hash=sha256:fd0409a3653af6c147209d267a0e4243f0ae46b011aa978b1080359fddc9b6cf \
--hash=sha256:ff18e6a727ee0ab0388507b89d1bc6a22b138d1e2fa56d1ad494586d61d2eae9 \
--hash=sha256:ff2983983d34813c1aeb0fa89091e76c3a22889ee83ab27c5eeb45100560c049
# via pip-audit
tomli-w==1.2.0 \
--hash=sha256:188306098d013b691fcadc011abd66727d3c414c571bb01b1a174ba8c983cf90 \
--hash=sha256:2dd14fac5a47c27be9cd4c976af5a12d87fb1f0b4512f81d69cce3b35ae25021
# via pip-audit
typing-extensions==4.16.0 \
--hash=sha256:481caa481374e813c1b176ada14e97f1f67a4539ce9cfeb3f350d78d6370c2e8 \
--hash=sha256:dc983d19a509c94dba722ee6abd33940f7c05a89e243c47e907eb4db6f1a43e5
# via cyclonedx-python-lib
urllib3==2.7.0 \
--hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
--hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
# via requests
+1
View File
@@ -0,0 +1 @@
pytest==9.1.1
+32
View File
@@ -0,0 +1,32 @@
# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/pytest-tool.in --generate-hashes --python-version 3.11 --python-platform linux --constraint requirements-ci.txt -o .github/requirements/pytest-tool.txt
iniconfig==2.3.0 \
--hash=sha256:c76315c77db068650d49c5b56314774a7804df16fee4402c1f19d6d15d8c4730 \
--hash=sha256:f631c04d2c48c52b84d0d0549c99ff3859c98df65b3101406327ecc7d53fbf12
# via
# -c requirements-ci.txt
# pytest
packaging==26.3 \
--hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
--hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
# via
# -c requirements-ci.txt
# pytest
pluggy==1.6.0 \
--hash=sha256:7dcc130b76258d33b90f61b658791dede3486c3e6bfb003ee5c9bfb396dd22f3 \
--hash=sha256:e920276dd6813095e9377c0bc5566d94c932c33b27a3e3945d8389c374dd4746
# via
# -c requirements-ci.txt
# pytest
pygments==2.20.0 \
--hash=sha256:6757cd03768053ff99f3039c1a36d6c0aa0b263438fcab17520b30a303a82b5f \
--hash=sha256:81a9e26dd42fd28a23a2d169d86d7ac03b46e2f8b59ed4698fb4785f946d0176
# via
# -c requirements-ci.txt
# pytest
pytest==9.1.1 \
--hash=sha256:1088fbde8f2b49d95a549a195707afa7a76a3ce9bcadc26b6d71f0ffda5fe313 \
--hash=sha256:37a86b45efb9a47a61a36449063e8e18d0cab3161329fc099eb21783169c4f0c
# via
# -c requirements-ci.txt
# -r .github/requirements/pytest-tool.in
@@ -0,0 +1,4 @@
safety==3.8.1
bandit==1.9.4
semgrep==1.175.0
jq==1.12.0
File diff suppressed because it is too large Load Diff
+1
View File
@@ -0,0 +1 @@
twine==7.0.0
+470
View File
@@ -0,0 +1,470 @@
# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/twine.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/twine.txt
backports-tarfile==1.2.0 \
--hash=sha256:77e284d754527b01fb1e6fa8a1afe577858ebe4e9dad8919e34c862cb399bc34 \
--hash=sha256:d75e02c268746e1b8144c278978b6e98e85de6ad16f8e4b0844a154557eca991
# via jaraco-context
certifi==2026.7.22 \
--hash=sha256:62f22742b58a1a33014a2b6b706588a8d7e2a88ae7bd1a6ebe8c992928483775 \
--hash=sha256:741e2c3b351ddf169a738da9f2c048608ff7f2c5cc02f1ebc6b118bb090d5d55
# via requests
cffi==2.1.1 \
--hash=sha256:046bfc24911b37851ee1b51aab8bffe713d89c68c6a057b09484ce9fd5f69b4e \
--hash=sha256:06c72bb76605a4b0cd0aad6930b69d4baf7dd5d806cfc409b824191099700e66 \
--hash=sha256:0beceaabe56af686895136a2de78db54ecd8e4046b236b8fd6d6cb61389e9bf2 \
--hash=sha256:154852545011f779917b11c78db2358d095da62a9a172b78ad0a583ee5adc0d0 \
--hash=sha256:194cffa889098ced9976c3fc6340305e43f6303657d298da55366907c05c22d6 \
--hash=sha256:19ee6127ee34de7d83ce3d371ebc5ed91addbdcc39f9ab15ce4eb35a4e534971 \
--hash=sha256:1a18a57b58cfb21fc28d72e876acf10eaed67a1ed96226f92af4df681d571c4c \
--hash=sha256:1aa5645c30469b09530c4ebca77ebf8f17618293c58f8549cb1a543a50236e7d \
--hash=sha256:1dea0e4d7d4f11f619fe8c1d76caf49e24405b4b5743c0e3be16a500ecd930c9 \
--hash=sha256:208f941bb9d18e768138677f0a6d2ce01f590df56043dda1df1535ac57c88517 \
--hash=sha256:210019b6c7cf07f081b4c54635c8cf744377001350e29cc0f81c4377b4797735 \
--hash=sha256:246fa40ce8645a614ff682e0b70f37134e460eaf93a775e0cbe3cca585a67a80 \
--hash=sha256:25792eac27877609e7bb06d42ff88278a6624fff2ba9bbb523c09616b117e80f \
--hash=sha256:27350daa11d4f10c540e6e89dada4c54feb7256ad03e9a4dc075ebad7ba360d1 \
--hash=sha256:28907ab9bfb6aa13184cfc17c6b8e1023c5ab6fd7076d8c20a35e59fe04f8f29 \
--hash=sha256:2ae64be792b8966f2c69538199728b290e34726562896df1e5dc8ffd8d8188e8 \
--hash=sha256:31348097ff5bbe827ccc41795d4dd099d9f0625e7def00ee653c137a490c2a6c \
--hash=sha256:3143d81e29e1e20a9ce10901ec369012947876596f75a222235965f2b7ae832e \
--hash=sha256:3222ba5d678f80a030e6afbcc33dc1ae5cb45facabb61cee2c7016b8432fde48 \
--hash=sha256:3311ed60d36f83378794e1009ac6258bafbf81f7888b4caa7b35a521e3f95813 \
--hash=sha256:334644fbac4eff73d985a17a91226df55d0f394160c4cfb880e084c8f7161cac \
--hash=sha256:34e261f78cb6ceaaa36f42f2613f4380d94d9c759a9c73c769ee6e0247364632 \
--hash=sha256:363e05fa78e15116c3c32c210ee36884fd6b9afa6d440e47112c3bd511d64cb6 \
--hash=sha256:398aff33cee2767e3e781d2554c54bd0dff386bb437581e0d8011fde1a942ec1 \
--hash=sha256:3d22a20b1fb1632cc72c22f95f7b0d2961c3e1c235f245ba4c606c4771035659 \
--hash=sha256:42a494cee34437f05546455144f2b5d9ac09b1face62bcfce597d2e521066688 \
--hash=sha256:42e2f76b9455f5a9a844f770bf3e200ed3da0e15f5df3db9c31fe80b04b3d004 \
--hash=sha256:42f6930c31dc7f50732c9ae793c2786c7b6b044195967bbdde40bb9be81c4cc0 \
--hash=sha256:456a61fa52d579ebf9df2e9552ead5129855dbaff6c1e5a9b1bc408809bdc062 \
--hash=sha256:471cee653ae88de62096552e6d24ccb4a5adb8c8c9f10b5054d0122c15bf2779 \
--hash=sha256:49cbc70e6542d4ccccb936558d1064a8012541e78f821f955cff24e357776c94 \
--hash=sha256:4a7c934f7360e8cd64fe9efadcbd10c7c6364f531e432b9a4bf5ccbc9e0e8b50 \
--hash=sha256:4be96343e422f2dfcd12ab5c9f5aebe03f82f737c6bffeca6830b3875cb44aab \
--hash=sha256:4f42141fc14250de6dde5ee7ea4432be017252d91f19c5ad043c084cea629cac \
--hash=sha256:507a24c282e0f42f8ed737cf048572cbf580468da5555764a8331735e9c736b6 \
--hash=sha256:51b31d1c98274844cfd7838ce00bfc27c7423a4dc00fc0772fc3331c2cc90676 \
--hash=sha256:58acb8ab8e295e6c5ea12f888cbb13cf21511ef2a3303a23f4325c29d17fe5c1 \
--hash=sha256:5a59cc1c4442bc3d5c703bf720b51138d0bfc173618807c9ee2490a7541dd3d9 \
--hash=sha256:5bb4e7ea95dcd6a014a6fef62e62467d67d8e582326443f3d68e71d6320a9fcf \
--hash=sha256:5c58fe613dc5e5336357eff555824a314d8e43282600435c8d1cb6a7a2fedd13 \
--hash=sha256:5e7cecbaadb83884793e05828cee59b210b24583b9c7425d0ba6a754fe22eb4e \
--hash=sha256:616f097f2fe415bc92a247f02e11f634e1f9e9a83d327e3c915c15089c87869e \
--hash=sha256:63bbfd5ded17c4840ac07cd8f1c21ba9d9708141f840b324f422f41b207e3973 \
--hash=sha256:64faea20f4e2613363a1a9b9c7dd73058f3ecd00133a511e72ad7c511658f527 \
--hash=sha256:661c298b4821edebead0c91edd2b00374d67ad7c5a1f7a91d4442633b79d6a72 \
--hash=sha256:68e62fe11f30d5ca8289242866f0a5291402d8529ca2178ab8afc5c9694ae890 \
--hash=sha256:6a8dddef476fab96d066d578fc88526767b836ab5ab21754e1d5bf3879c31c7c \
--hash=sha256:6e192623c49c94421616a5778fba35cf0d5a8d000650c1967ef4448ee5cdd990 \
--hash=sha256:7225e4514edb64eb6740324353e0da0711954fd8d7da4576755b1c6e09b697cd \
--hash=sha256:75f80557d1389eddbd0de2681f6a390a0c5338c31ddaa821381c203fc3fd50d9 \
--hash=sha256:770de9db11e84213beec501cfcaa013b019820ca881e03344dea5844f7876d94 \
--hash=sha256:7750c6449dff7864bb9bb27ddfb0267756189201a3afc911d82b3caacd70dfc3 \
--hash=sha256:7bde5e4cc5c10140859842b9d383af292b22639a4dffb725314baf45968cef80 \
--hash=sha256:7ce713ace7c0e4520535b42b77eaa742c16dab813978064913e5a3cf82973b41 \
--hash=sha256:7da0c5eff80f0197f3b3d1232ec5a682a9325f4ae9016a78f5f5ca35f9ced1f5 \
--hash=sha256:7dbb61fe3a7699468030f71bbe5f8a0e326a151daa91beb11a6fc1f980c55e1c \
--hash=sha256:811bd1e21d32de12efca32393a0ab3f5133b54fce9bd44b8bd77ab07da14bf6a \
--hash=sha256:8ef53b2de9bcb9197d31854256575d59dbac0cba72ac627bb291ef5eceb74be4 \
--hash=sha256:937c0052c05a31ca1daf18de3158eed4dbfcb9cc107adbea227728d647be701e \
--hash=sha256:9d2055050ea716bd38b7f7f1579c275386646b4894c155a3e2f3cd62ed41b7c6 \
--hash=sha256:9f8d177621de5cb38ee3e731eda45d421db093ec0739f46a5594babda7987a98 \
--hash=sha256:a2d7755bef5a12ed488f4ef1f1b69ee9191d7396083b755a5d2295f6edb4768b \
--hash=sha256:a48d62ab9d6f4f98c983223a547af44be6ca3691074c31cecced6facd3ba2dc1 \
--hash=sha256:a4f00aa42f75d6e4595e8866e748cc1705adc0cddfeb2ca86d0d03993d63ba03 \
--hash=sha256:a6e721d4b0e45d5b65e87534470e67b18dcd092c83f68fba09f152b9cbc061af \
--hash=sha256:a730a083190634c65cca36ba5f489531576ebd79bcd5c8e172130f6453127231 \
--hash=sha256:a931079504ecc49efed7744c476a5c343a92fabf66dec2db95edb1b2fdc770e2 \
--hash=sha256:aa9511c62d14da7aacc9b4bf51f3f697a621e83b2d6919008243c3aad168eea3 \
--hash=sha256:ab36d55f9ed2d067327667c2fea18dda018eb628dd6347aa01dda6cf1f5d3836 \
--hash=sha256:ad2c86c495b899d862ea0f4b42891b8713a3bd45dd4105c7fd51c2a72f39f3a5 \
--hash=sha256:aeae0e330c9f6acd681f647d46cefd30c29f93e3392882e792e82080c9691399 \
--hash=sha256:b0431303acaea1089ad4b3e9ce4e6518193def1118d4073ca848635ee4ea2e96 \
--hash=sha256:b5bdfd1c873d4e093aabc0ca84c4ca6dbc4f752afb5c86f146d9742580c9da2e \
--hash=sha256:baed1e86cc735622097354b9d1281406caf42ff42a886d29faa8e8d1630333be \
--hash=sha256:c1453022f490d2459a11819d83ad1d586e9ff65a12ac3e705ffebd46d3685dcf \
--hash=sha256:c26608d2222fb1e94487e4a387d85f13eb55d5ed725cb25a0c589ac4ee60e7bc \
--hash=sha256:c7659f22557c5a0bc4855cd635f55edec690cc008a40768527762cb9fb263455 \
--hash=sha256:c8c69575568085ba0b1b10c0249d779a214aea6f6522e949a0fc9fb0fcb449d0 \
--hash=sha256:c8d2c9fd1f2d16f780d15127abb050d13d1a76c03a4bd87d7e4980e45e511e12 \
--hash=sha256:ca82be1a1d406ecfe1d25dc16cb33488e5a16bf4438c9fb590484ea29d92478b \
--hash=sha256:cc572dace3f60ef98d7b12ff411d20f5362feb31a0439eab0085bbfd349982d7 \
--hash=sha256:d18e5ac0f2f03f4f518d3e23db0f0cad7faa1da8620e9c09461d443bbf6e6692 \
--hash=sha256:d28630f5854ab07ab1fd4aba756de52326c82e6be15d414b12793f1975048b54 \
--hash=sha256:d9c275eaacd24aa73f94ffd6de08fc3f932424d8b6c376f4bed7cde376fe7bc3 \
--hash=sha256:da0e573f9f97159390c89d9f1a9e41908b66d408cc5b58d08cf3847d844c531b \
--hash=sha256:dd31f52ea1086513bb9df30f8fcee9b8918323ae067a3d5b78bc826a000712be \
--hash=sha256:dddad92b554513a31f272570678ba307fb9f618f05e3d4a5eacafff9eae03e1d \
--hash=sha256:df423d40ee8654634421812bc3b196da3f9bd7d32929da813f8394c4348a5358 \
--hash=sha256:df913725b79db7bcf03448f36b7bf8815363417d5b58deecf9305e3e30f0f21a \
--hash=sha256:e0bcb7e0f677f543555d2adff3bf19c05f66cdb4796e5ff602442ab2fe3c4ef7 \
--hash=sha256:e2d65b31f36619cda3999b78b2aa9632e76b78448e7a56fc4240824200e7c4fc \
--hash=sha256:e6e8cff14d6fb0be70a09c0bdc58096f501952d04624ebf867e0e56da2df8960 \
--hash=sha256:f16c709686a78c727bbbf059f92b0bf41c6fc60deec706d2dc19f529175a6125 \
--hash=sha256:f24fb43132a4c6b4cb4eb029492919b2db645be6808d738f244fd146c03c32cb \
--hash=sha256:f53e442b08449d42821fa4a4fba000095af9f62742a500f978a9f557ec44339a \
--hash=sha256:f5cfbc5fe74540d335175b656c725d74d90e3730c626d92575eea35029d9afaa \
--hash=sha256:f81b3b8f3d4e343550fa4baa0e479bba9f2d29ce9c2e9b51d1ce1718d7442fcf \
--hash=sha256:f8ec5e643a9a937f64e1999eb9f75d072263751912dc5cd06d3c85f8f44be7c3 \
--hash=sha256:fb92203a88b3d3053034db775110081c49d28be6551923805e039924093761e4 \
--hash=sha256:fcd22650c908d7b7da162bbfaab594a1227a15d1643a98c68b122ac642fa2264
# via cryptography
charset-normalizer==3.5.1 \
--hash=sha256:00668ebb0609751758682eb0b5857e7c35b9f00e84dfdef062e103244ec94d45 \
--hash=sha256:012a22b88a77ca2e59b98ac5889b0deb604147666032f45e6d6e217634d2550d \
--hash=sha256:01e93745f7f219b703b60ba7afead36cfc4242782be5af484673fc500df12da5 \
--hash=sha256:04368edf83514385ffc3e1cfd4546e595f4f1272dd23ba437a93a9cc3741d47b \
--hash=sha256:0722590aabf9dc6a6c0343d523c05458fa2b5047dbe6302fd526bb570600753f \
--hash=sha256:07ffd07412fc5d5e84cd8952acf9ff7e4ed7a708e69d1bada19d8ba91711353f \
--hash=sha256:09a7bba9f739468c8e78c36a75c33768e53cb1959fc638f510454c14683f00d5 \
--hash=sha256:0b2b1b3fa5670c127b246df1d0c059defd41f689a868a3b9d79df9b1cac42d22 \
--hash=sha256:0c6dfb5ca6723eeed15aa8e564a014d69fcb8812f94eef11fe3631e0508199f5 \
--hash=sha256:0d929fc574b4d6fd9e7c0f5c2ede8716a41911923aa7fa5fce38e0818aa4a1ac \
--hash=sha256:13e3afe97712e8887cd516e960c63f0b93122971e5b5e4b2622fe7701771e838 \
--hash=sha256:15f024313246a4ed976c60f440bb8d257815513a681d212ff74fd46f7d715a90 \
--hash=sha256:195ce897c6153c0700078142cf8efe3e6454ca4cf4357499e4078dfd83396626 \
--hash=sha256:19a3dd5aa73cef1c99687c4fc57db016a9c17104ae1185da88ba566a5d3bebe4 \
--hash=sha256:1d1c7a53a6c2103925cdd6d7229f8c567379f211c869793df679f2e9f738c369 \
--hash=sha256:1f5883d77fd409a261abb5dc8ccbe335720d798b1de4abb3b1d47ccbbc76b53b \
--hash=sha256:21b82d8082f6f5e7f456ef0bd16323d08de1266efbfeb476e64b2a91d1471a4e \
--hash=sha256:252d099029bcbea642f2a06c4ed5046bdf8b5a8150b64afa5e027e88b106e5ee \
--hash=sha256:256dd4d85d9e4dc595e2bc983c980e73f62ddeb3165c58b4c3dfe78c5c8548c1 \
--hash=sha256:26422d45fd13551cf564c58932f7d72b4f58b93b0fcf18c35ba6be12b46bb102 \
--hash=sha256:2679de311c7946dde5d3b6f44941844133ff5c7cb86099c0061ab1e8901c20a8 \
--hash=sha256:29880d17a8eb0b5cfdfd8944b468322928059aa35f1f5fa8ff22b149ec0b42f8 \
--hash=sha256:2bced4061f000f7187254a02ad3433ae17eaf991747ceea2f478422590a5bba9 \
--hash=sha256:2e9cf9253119d8e5d111f05d71626786fd3d6193817316eab1ca088cdb8593cf \
--hash=sha256:2f06b7eae9dbe77fe1d644ca244dad508de8d302870a43f3c559b521270938a0 \
--hash=sha256:2f293479cce755c75f1697e87c409b7ae4c555c7dfecb6e988ad13abba943031 \
--hash=sha256:329fc3ccb63ad22d867d84c2adea759a64079a37ba4a343433b02c7a2816871e \
--hash=sha256:343fb4f2821043bd87095f7b08a1a181febc8e36ac64212143bbfd0a0e1bc235 \
--hash=sha256:3588e376b3ea2eea84976f67273d679f229e24c66dce7b82ae45aef04ff6e072 \
--hash=sha256:35aea775dc2bd5f54cd84a1cd2696cc3207c479cb9cf0bd346f0d343e4300ddb \
--hash=sha256:35fe081843b35aad20ffeccec3eeffbe637b15d14f3fb22cc1b59cd8ec17e93c \
--hash=sha256:36047af20e17097c3bb9476c2b7655f2f7aa51322c0ba58c07695bedf755a950 \
--hash=sha256:3617ac3cfd8b9888f145ad89dd6e692285834b0201c6074a5eeaad3fd4d668c2 \
--hash=sha256:366ec70f5547c640d3ce1985722490f23faf4eb5216a7eeba78277490e78dacb \
--hash=sha256:394fea06235c8543390050ed5f529187074b029fb027213f6c46ac11ab5d950e \
--hash=sha256:3d27167433c0d5f18dc850f07d0b3816221984fecdc405d6c157a6f0b8f8e9e6 \
--hash=sha256:3e5e1224c0a6a90e05843e07adfec669edebec17801c67072f51e59561d63c0b \
--hash=sha256:41876ee62a3dddf48ff1121ad8f0798032aa03f2fd35f21f34a4cab14f18d8d2 \
--hash=sha256:433c5a81eade63b47e522303bad236f59dba55ea6951746f5558355eeed8c75d \
--hash=sha256:4582c27e8c889d64811987b5967fbd3ae0c823fe1fd933b543d55ac20bb475fa \
--hash=sha256:485a0d363cafefcd2538a73c7c838daa2035f09b2c9f9b5e3133f80c6aeb84c2 \
--hash=sha256:494b70049a4d69aec6e8137c13af4cf8db8c9f9820a1392ac293b0dd2987a818 \
--hash=sha256:496846868fea80e479324862fa877f02411f2fd0f83b79ccee2607aa68b2a032 \
--hash=sha256:4abdc5f9ad448c1ecbfae2974b820535d6bc6e7eef63babbab3d81cf46968c71 \
--hash=sha256:4b599739b93b2cbeded49645ae3c8d1405c29ddfbceac1545c87a3f9580a9e96 \
--hash=sha256:4bea7f8ebe90bbd7f0e4a2de42ca6924ba23e3e76418c408ff82f1d46fabd687 \
--hash=sha256:4c4fb141a727957c93edfe5c32a26ceb6b5f6461d67146e2d39f51e16170bea8 \
--hash=sha256:4c9548dc78002099910abaebc0a72ac58b7d30931869e0351c09b507dff4ece3 \
--hash=sha256:4d26f14f041e83dd8edfd61f4cd4fa7285d31798b5bf1f28e70c367ba6c41d61 \
--hash=sha256:4f298bdadb8f0b9e5672877f647d1be9373ef5320c9e2f049795e26cad28b6a9 \
--hash=sha256:52ec005752a56ae79547a05c0139ca2501a0c866390b6115008456b9f0e7cde1 \
--hash=sha256:55261ac0d2941c42f196dd576f543d87a8ee03cd6f5e30dfb4d807b2e3b9121a \
--hash=sha256:56490c595a28b1bb27dfc583e816152a9767721ef58b2c03b13f954d2f707420 \
--hash=sha256:58d3e12c88e0950bca850ae1f7c256055c097639c2edb9eb123af9807d8b15e4 \
--hash=sha256:58d4aa13a59c969dbfdf9e6a9560e242cbfd9e8a8f50c2747714df1a423adf65 \
--hash=sha256:59171c6e45bf07d0d5cab3b0bf81d945035530f6873398b3b531c31184d46663 \
--hash=sha256:5b6d1386bf0096d26d3a863dc0a487a5b4eb9aa93cf5ba69683d29dde6b9d60f \
--hash=sha256:5c0ea61a470e070686aa30892fed79e297d2c8d0ab46b8bcdf027d38c51da591 \
--hash=sha256:5c84bec0ab5ae0c64bfe73a7d2adcb5ce73b467523fc27fd6a28ab2aa6cbe35a \
--hash=sha256:5ca0555312ae2fe82715cada7fac375530c2f3349e1eaa1bcb33d0283ac79a18 \
--hash=sha256:5d8531a6569d025f68e2321e7638fb7978f23db58e5f69f56913837aae03816e \
--hash=sha256:5e2d0e146dcb57034f8b97dc58d2d512cb90aba253960ce449f695fec6a82c6f \
--hash=sha256:5fc45d653ea8c9a20479167e11d4a0f8cb2fa3470737ab6f9c827532313187b7 \
--hash=sha256:6117b84ea48435e5356dc737f5121485c30920ba43375fa7b434fd753df0eac3 \
--hash=sha256:6199d5606e2bbf2b096cf64d03f8b6790c91081d5ac866b8e7bb6422738cc60c \
--hash=sha256:62b55f6722735a6c472f88361cde6640608773d9443cebdbb51abf436a1fcdd3 \
--hash=sha256:687c9ca3035544b113bea2055e180af96fb63c0c476e22a9180f51925186e7b7 \
--hash=sha256:6b7430cf5728e68f6c462254009a6ef4086e1bea43cf2f57aa9c55fb4f50ff96 \
--hash=sha256:6ba32c4d2abf1d2fe7cf27d280f4cca5664233b0f885549c7761719eb977f486 \
--hash=sha256:6c9cdde8becb25a7fde49924511aa2644d6f8081cc8df8e9452724303348d8e3 \
--hash=sha256:6df0ec430f9a831772c23ca5a224cba36517a58a84bb32c32bb59a9fa67c47f6 \
--hash=sha256:6e2912d4babbc65196ac13c2f53468dc57fb8b9c25ef913e8c59ddf7c6dc0e1b \
--hash=sha256:6e5e4d73d588ca5ed09df1b7dcd1b203d1df3c542e3f50d126c947d432b10731 \
--hash=sha256:70055ff39b97c99e7ae40ea3e393fb62aa2e44dbd9b29f8d14f42fb0025c3959 \
--hash=sha256:706bfd38730a5ac7a365793269a00f4e988178cec121391f4248d84ad8c972e9 \
--hash=sha256:7235dc28fc6dd9d832ac7c7bce95367dedb85929f17368a0c2bee1e080b9acbf \
--hash=sha256:774d157f112367ff4abd29019f38f023c24e00e56edc7829c20e358a5a913ad8 \
--hash=sha256:77efcff2b23071c349402ac1066667a3d011f62398d81408c9b88ad991747c9e \
--hash=sha256:789b8982559ae28dad2356519f841655756cdcd96616410590ae0b17454ee64f \
--hash=sha256:7ac76cf9afd34929d76eb7fcb63be476a4853d8a96f0dcf2d0db68a0cbdf9885 \
--hash=sha256:7c0c10730342b0c9b35dd1d619beb8214e520bd96a1f870f452680b238aab3e0 \
--hash=sha256:823f82903d189af463d7df250ef1f7f696f3cee08cc8d91deb565e8d425f6506 \
--hash=sha256:838648accb3a7fd9803fd45c87bce8509648eb0c11bc34e216141300977244f2 \
--hash=sha256:854066be00447fa8de2ccbbe893e2ffc4b123ef16d897af794c1e18bd4a714b0 \
--hash=sha256:85d5855daafc240cc045c026d7a15fd198a09b0fc8ff6f5ecbb5297b509cb11e \
--hash=sha256:85de3134b5379856e323ba37c19c9256d39425f7b76a63af52b09fb4664c2e8f \
--hash=sha256:87e4f41d375c0b9be2fb5251aee4b8a689169e134535aed81bf085c3b647451e \
--hash=sha256:88ca277405c2d3b71c4e1c2ee0e7966e807bcba86a69d11e19ba199d18ae4491 \
--hash=sha256:88e85ab89cb822c1e635f51d6d32e488f94e002e70e2f492bdb8b945543f345a \
--hash=sha256:8ac8c94b6539074e0f40899301273ac8402b9b3e01c7b7ba269ff30340aaaf20 \
--hash=sha256:8fe532b3c966d1fb794e0698e4589d0444017ae77fc0b31edea13c0e35bcc449 \
--hash=sha256:9085f87b0e38a2b92b8923059b4e8789fe40d9279712d15dcc670048d77079af \
--hash=sha256:90b7481fb62fbe172c558bc6fd1c4c98d82004a54a7551f20e11ac9bf0b8708c \
--hash=sha256:92caef967d287a407085d61176fce4012b1dd62daed4eb6d5ceb26d3d2538712 \
--hash=sha256:9362dd90aa7dab48c0054a21187791ccf05473f7dba5d92b8033ae62164675e7 \
--hash=sha256:94d78ecec2605a8d0398b0f365d5f12a63248438516f5dac536a5eff7337df4a \
--hash=sha256:94fbf1c0c6cc0d3d5e50f9a9313a8cdca90dd696d34b381cd1704f8c9e939f20 \
--hash=sha256:950f23cb393f85543777b0433f082cddd25b51ab398eac7971146495679efe5f \
--hash=sha256:96eefc178f8636b9c760c5829345307fd81cfae9ab1e80997dbddeb0f54ee9a3 \
--hash=sha256:96fef3e886d6a9874b14f27fc193fbdc69d5d8035783d86aa4e1cea594e695f9 \
--hash=sha256:977cdbd483a9cff38179bea4fd754289a6f2195c7abd414aba85410b3e66cc5e \
--hash=sha256:978eab16f55b4ab2c2a745be9a0a840bf8f09a7f227d9c76eb30214d078865a5 \
--hash=sha256:994e883d17c559cdfd38c84003c8b27d25424a1077272a17e7cd27bfe0bf57b2 \
--hash=sha256:9ac4444d8d4fd4c4bd08bf451ed3167aa9e7ec6cdb41b648794f1d1103652e36 \
--hash=sha256:9b5db6052055d34d41230fb78d7c439c23dc536a9896f6cb039e8dd92cfc1263 \
--hash=sha256:9d9a0dc7cbe9bec24c3f767c9122c41fe5a1bc43f47cd099d00d393e09769de4 \
--hash=sha256:9dbdd9205662134957cf0c324f639bdc5031c0ca056e2369e238db75187c0f11 \
--hash=sha256:9eea3ab2597a5e65fe65296e2d6a84570845a6b55532d90333d740d48bbc850a \
--hash=sha256:a2028475ba855475b8b4d3cfeb4994269c967aea8b9892dfba907f4263a863a3 \
--hash=sha256:a3a370082ce34d0612f421e15fe011c53bb1feff21a26d06ad4fb244dab5a375 \
--hash=sha256:a545775cfe815855ea32d7c27731d79da358ef2055b4a25830231b1622dd18aa \
--hash=sha256:a5cbd90ecf0fc62e64726917ad083b73001f0563657a87ec3c0b504e277dc90d \
--hash=sha256:a6d095662e73e74f0a49988e0593373e243e3a52e27bfeea0a859e88acf4a0f5 \
--hash=sha256:a6dac12ff6b846103483683f60c5f8fee205121adc58ffd87e90a90a3af69e99 \
--hash=sha256:a951ad59cad9145664a730d3036b40b844e74d2d3683da40111463cd3a83845d \
--hash=sha256:aa1099b956fb795e686d073568f6dc002a0bb89765ea6d5b055dd7d9bf1b116c \
--hash=sha256:aa2bb0b37202dca27175591f761108b5d34096ade1191ffe4808bdf6b1571488 \
--hash=sha256:aae2ee51122d3ae968a3837d97dc24a0aeebb0dea23694422cd172bd30017cd6 \
--hash=sha256:ab743e9bc90c1f73552ec33e10e3331315acd2c397b36065b591b0181de533cc \
--hash=sha256:ac00177c4831ffa650f8609e4bdddd5fe09c03b1c0c47acece7e6ea20421598b \
--hash=sha256:ac13b004224fb341e1e25a1ed5e19d32f57cdb2a403e01f003b46f051a550f6f \
--hash=sha256:acaf604462bf330b0d07e7a07c1d6e4adac79e5fb13e9c5140590542cafacc00 \
--hash=sha256:ae31a1a1db2ee6cc2942fccaf695c934bc7f3db9f2133a3fef1f367cf1a4ab10 \
--hash=sha256:ae4a097991662cd4fff0ddc74e0fe7874f82e00042fa0ea00855645ed0c79598 \
--hash=sha256:aea996a6aba25260827c9ea511d1addfde2da9eb686ac961838509086188b7e6 \
--hash=sha256:b39b69b347e5e47a3b5b8cfc005c68c1ba347474e3960236c4944a8ecd174962 \
--hash=sha256:b54e7e13267d49ffbfe68e25b3cbd774dab38fa37238f71265e91b36146eb21c \
--hash=sha256:b9af956078716df40d985fb0dfeb2c2120c5ca92ba4ff4b388acfd01cdc14d08 \
--hash=sha256:ba2f37ee79e6338845261a3c5b1784e5d1acdff2c0785b284f1b633033d136ab \
--hash=sha256:ba501e667c17d8411f98e67a022d9604ef179aff0e459b7e292c796837c13573 \
--hash=sha256:baf3775a2635e5a11fbd5e4e64ee69c7e86875d224a5c72aca4c141064589a90 \
--hash=sha256:bb57753e36e4855b8ca375069482250a6246372331a3e4f3407eaebb007443f5 \
--hash=sha256:bd6c173f04743d483881bffa1478d5a4624475b8cd1d2194956a75548e191c18 \
--hash=sha256:be47f99644b208bff7766314013f9acf57b056b04191d570d68ad14022cf5b1d \
--hash=sha256:c010f5581d9c612804cc59fcf7b524b707fbcb72828551237ab545bb5c7034af \
--hash=sha256:c1dcc36dcb96abc02236e182d17e0f71430152a6c2c7447421da2d2dc144edea \
--hash=sha256:c428c6c31eb5f4277d7f8eccaf767fbd548ddd5ce3c8b4f4cbbfab3d96b5904c \
--hash=sha256:c658c50ac0c98cd755a2dd50b7977d3bca7df401dcc47fbdfa87db53ef7d4e8b \
--hash=sha256:c71fb0d56c920c269cd3e2e3fe7c610e3f1fdb21a6ce60efa6430ff63676cea6 \
--hash=sha256:c7b742bf31c88566b4bb6335a7f393bb322e580b6bb98df7bd0c25e6e3519ce8 \
--hash=sha256:cc0329df4caaceb950d2f580b5ac716a377f7059624a0bafaeaf8a218c6ed774 \
--hash=sha256:cc5d36d96478aa9c60654bd932525bf32964c62a7281eafdf16d85003a8d6004 \
--hash=sha256:ce854f5f478050ade5a238731c4ca985a7d3b3cb53ff600a9b5c3b689b5f0a7a \
--hash=sha256:ced3fdd71aaa83ce593746c2edb42b7a59cb4c19c8b5c407781c72e493aae55a \
--hash=sha256:cee5dd7c6fb5dd52a0fe2a740f9bc6e3593f5f8b1788bde49de02086f30182b2 \
--hash=sha256:cfa1c0cc3a8f9f53f1243a5a99ac36fd003880199383b37672e86ddda9cb07e2 \
--hash=sha256:d1ee1e296209fdce05b81b663250eefa02213a2da7b41bf26f7829b8ba3545aa \
--hash=sha256:d59b75732e9b6f27388e10c14b0259cc5f2e48c78627d185e6a177b58ad3cffe \
--hash=sha256:d63600d620ad0064c3a748b950ac5ea38a80190e5498532efefa4b7b3f1da1f3 \
--hash=sha256:dd732602a7009217f658d5863d12d79d373a4de0eebc111094bcdd3bb8e0a6cc \
--hash=sha256:e06efa066f7dbadbc84ebc126a97c452a6451dfcf589d89d788484949e1cf795 \
--hash=sha256:e199fb99720074809a7720f1c0b4d919eea8b87e88713e0f8f602f7bef543d9d \
--hash=sha256:e4b018dc5a0eee4676e38fe84a47a427816c590b93b55d9025274ec4d6ffc2dc \
--hash=sha256:e6621fb2a4988d6e53eedc455e5903e2679f3967b8acb3d639f1b63c14a2e893 \
--hash=sha256:e71c909f353863b2b89c83de2ebed71ea6d0df8a6ef65a128193c5e650766bef \
--hash=sha256:e90251c0c7bdd54a100a0dce3c07b7e637278c93af29dbf78ebb89a58c4bac7d \
--hash=sha256:e9fbdce1e47394b09bc9f26ab117dfc8d6491977a11d86f592bb42c779db2fda \
--hash=sha256:eb12fb2ba69ffa05f8695f61c69e591dc4b4a12ac3757ac8af8adb259bf56d17 \
--hash=sha256:eda059b6bc8bc0812d626fd91a7ce01bf583df0a61296eff390fd94141a34e30 \
--hash=sha256:f03ac127268b43ef4fe9e6ab6794a6794b49485a0cc0c1db79876d2f33f75bc7 \
--hash=sha256:f298e218441525d3794428b4c8b8fb8662c6d3ea79925d4807ee6b9a96a3bca5 \
--hash=sha256:f5542f9b941279d82d41eb0aa9f98eba36fe4df5c7086c651df7944935b37182 \
--hash=sha256:f6f7deae3feb4edfa2efaf7c574fe88cbf055038a6abdb40188e4fff66d5699f \
--hash=sha256:f9b1e28d0e8dbfa858abdba91d6b547beaf2df1a59bec6da6faae7b96a4991a9 \
--hash=sha256:f9f8405c2c758532c74fed975dbee57be1f31a6e865c031870c79a6ed3212ada \
--hash=sha256:fa48b1b63d639f9483e0633e092f5851e2348c352f1f9bb6c8182f87884ef876 \
--hash=sha256:fb78f6e7fcd8ad785d28cd577168bc1aaee827b25bb8755638f694794ea98f0a \
--hash=sha256:fbc597639158fd7c14d55e808718848319540f51b0e6746e3eefa59723a4a348 \
--hash=sha256:fce8cbd4997efeb450bd298b54f755dcdff18d496f7a5ddbb4867c6d7c88fdc3 \
--hash=sha256:fd0350afdc3aabd5576f60ea109228bd5538139713c7b094c5cd27c73a98bc6f \
--hash=sha256:fd0a274c0e5f9a21565cd9d3dd749b61f96b7aa1e20a93aa1ba4029518f2e5c0 \
--hash=sha256:fdb8a068947befafba9952162645dc2fecaeb400e64584829ed5e9b2fbe21a7f
# via requests
cryptography==50.0.1 \
--hash=sha256:01f41478cf33fc605a6a089cd56d28b45c6c0b45a1928b61797f2621a04bac71 \
--hash=sha256:05ba322c4da95b262a212c345af888ef2c37c88c0509756ea00a0e6d68850f23 \
--hash=sha256:16c5ecd954b3330ebfb6605eca4fd952da8bef376551d5cc264534e3770a9ee6 \
--hash=sha256:2a93d05e34d5f67fba6f891fe85d929999baa7195e853923ea6d7576c9e68c5e \
--hash=sha256:2b34d76a652ea2b6faf777c35df230c5637842cd904e04f16230c3f9f03e4361 \
--hash=sha256:2ebbfb0f1fed745e91796e3e1080a1440423fdae8ece1b995a1d80883a409054 \
--hash=sha256:30a125032e5642a21ff816e021152bd4e7e94f03eff3f4b7fca41cd22bc3110f \
--hash=sha256:330fbb252391c596f1ae42c5754449dc924e6ad012dca8efe0d703f9f2d12ec6 \
--hash=sha256:359e62deae718bce96170e223fdcb6357e4fbd3bb7a3a75f4430763532560e49 \
--hash=sha256:407fe2b6db00939c05c0e945e9914238f2f0a430974839429dafc82b1ee6bee5 \
--hash=sha256:42be3bb70596b3abe4ac097b75be223e8b3ab614a0e5de068e3dcc54d71d6149 \
--hash=sha256:4c4188f7c0cf655be5c06342b817ed0f9595b69ffa2b12026e5353eed29dea88 \
--hash=sha256:51593d180cf6d179bde5c5d065bed81386b1f381656ae7d042b7ffc87a9895ad \
--hash=sha256:51afcfceb15597cf2635068e4ac9a56b2abde622edde17f37d85fd7b5306497a \
--hash=sha256:53e279950892dc102c6b4e52af03ae5ea92fac572a1ddab78ca73a997f62b69f \
--hash=sha256:55d16b1ef3ee0958d893a977b19777887e546c9954ea81b200c3301a864013f2 \
--hash=sha256:5dd9bda1c12b4162f6ff568eeb5e0ff956c28d14406e875cfe8a63a2d414ff20 \
--hash=sha256:5fe002589592ed749ce77fe0695fcbd3500dd61d7d6db5858a7544c612fa8e45 \
--hash=sha256:5fe939deeb161024a6be98229c953b6591fef1f41214497a78fe793a244c017f \
--hash=sha256:693c99b49bd37d0d096e4334c10232c77248c415b98d35236094cdf96d57258b \
--hash=sha256:76de83fbd91ac49c0feaaa983d0748fd7a53176afac5fb3bf7478d244f0eb527 \
--hash=sha256:79bf008d1f9af6071c797ad133e39915dfee7614f18f18f4db9072eb715064a3 \
--hash=sha256:804728ce710890870f3aaa344b2e161172d258d768ac139d02cfd9092d0d94e6 \
--hash=sha256:8921d58f426793c5f1b47f0b59575780de9a095214958d0eb37d909593db8367 \
--hash=sha256:8df2de9102026855887e4587084f6eabd80ed0f345b8ad8a7ac27ab9bf4723e0 \
--hash=sha256:9cb3cb952cf5a8abd50c782a98a89d71699715e802fe349704b47f2425b42a94 \
--hash=sha256:9dde0a357190eb3b1da1bb9ab750e9c85cba82ca5977aa0836cbb94e92611239 \
--hash=sha256:9ebcdd5519be9b652a46f507817a74591774fc3d6923ac364e4dfa64e36b291b \
--hash=sha256:a0b1a59e3a089064a0ec309e9428c8e3ae4e161419d20ac33600767e83fc658a \
--hash=sha256:a255449073358275b64b67d3f595f268bbef70e72b6edb65e0c70c735bf739c9 \
--hash=sha256:a8f40ea47330e71b594a7e246898f93177c259490c63183dbaf9e571d71ed9a5 \
--hash=sha256:ac02b07824d4d1001bd4367599f839c19cb171924c796e52c23508ac14c2c0cc \
--hash=sha256:aed8db4f6d71c51efb89530e12d9464e7bf2923d46c3205dc794a2a93f8c0648 \
--hash=sha256:b8f852c65863251b9e3a1b8c150ce21e59b522dbb6a7d4bc80e680d38388e986 \
--hash=sha256:be224a65493ec5b74a158ff22a5522ce4a5ca1e543c647a3a4730d4a09e5f959 \
--hash=sha256:ca83d00d9e69cd5eb63f2e69c3a5a59e0cecae5ae14c6ae0b35830fe3b37bad0 \
--hash=sha256:cbf74a81765ee67413503ca6e26dcc4f6f5a519822436cc0a1b97aab6c1b8a17 \
--hash=sha256:d63ae8f6481fec907ac0f588eee8a90aefde112c633131fe540e5711ddbb5a4e \
--hash=sha256:e22dfed744bd4002e909464cb23d2f0b05c6f3113a79ef2e9864a53db737c733 \
--hash=sha256:e2ca8fd1b6b4b82a1c4cb02841d0837e3c12336c2e24b520ab8ab3b969733d8f \
--hash=sha256:e74591e283fe6eb956416c929eb58262a719fe0311fd9054c62c3350ed8760d8 \
--hash=sha256:f74455bb086a85d5e81246412602aaa97ed095e504cd40dd261ef50be42205bf \
--hash=sha256:fb4b9672d389c738b175c4166e78310f8a70358886aacd9173ee03a85ffdc671 \
--hash=sha256:fc3ed7ebd2a8c96f5b166de0ab9b624996bef3b07bbeb19364dfb78222c22c80 \
--hash=sha256:fd3718b960d0b5dd213cdf03f3bcb7000e69dda0de8b956061947ff6bcff5558 \
--hash=sha256:ff838d62ec1bfce4f9ba7fa16f4a7b554cd8d0c299e6be37502161a660c84eef
# via secretstorage
docutils==0.23 \
--hash=sha256:25d013af9bf23bc1c7b2b093dff4208166c53a94786c9e447808335ef1185fea \
--hash=sha256:746f5060322511280a1e50eb76846ed6bf2342984b2ac04dc42caa1a8d78799e
# via readme-renderer
id==1.6.1 \
--hash=sha256:d0732d624fb46fd4e7bc4e5152f00214450953b9e772c182c1c22964def1a069 \
--hash=sha256:f5ec41ed2629a508f5d0988eda142e190c9c6da971100612c4de9ad9f9b237ca
# via twine
idna==3.19 \
--hash=sha256:5e0811a4383b21dc5838069f801c4fb62113b7447663d2530d2bd6e77b49bf15 \
--hash=sha256:815e7be7a7806d54abb586dc943addc79e8b2ee16915059658cbeff4b1b43bf4
# via requests
importlib-metadata==9.0.1 \
--hash=sha256:ab830580bc0ef3db61ce8fae716389e5462b67e033018bab6d8f80ef17172f99 \
--hash=sha256:bba5600596a7e21f3eef53281cf28d6a5195634d2f2b78ff9501a3272c6eaab0
# via keyring
jaraco-classes==3.4.0 \
--hash=sha256:47a024b51d0239c0dd8c8540c6c7f484be3b8fcf0b2d85c13825780d3b3f3acd \
--hash=sha256:f662826b6bed8cace05e7ff873ce0f9283b5c924470fe664fff1c2f00f581790
# via keyring
jaraco-context==6.1.2 \
--hash=sha256:bf8150b79a2d5d91ae48629d8b427a8f7ba0e1097dd6202a9059f29a36379535 \
--hash=sha256:f1a6c9d391e661cc5b8d39861ff077a7dc24dc23833ccee564b234b81c82dfe3
# via keyring
jaraco-functools==4.6.0 \
--hash=sha256:880c577ec9720b3a052d5bc611fb9f2269b3d87902ef42440df443b88e443280 \
--hash=sha256:99e3dc0060c5cbe8fcd1cdb36258e2a65ca40f1566b2033b12abb1bb44dd3c30
# via keyring
jeepney==0.9.0 \
--hash=sha256:97e5714520c16fc0a45695e5365a2e11b81ea79bba796e26f9f1d178cb182683 \
--hash=sha256:cf0e9e845622b81e4a28df94c40345400256ec608d0e55bb8a3feaa9163f5732
# via
# keyring
# secretstorage
keyring==25.7.0 \
--hash=sha256:be4a0b195f149690c166e850609a477c532ddbfbaed96a404d4e43f8d5e2689f \
--hash=sha256:fe01bd85eb3f8fb3dd0405defdeac9a5b4f6f0439edbb3149577f244a2e8245b
# via twine
markdown-it-py==4.2.0 \
--hash=sha256:04a21681d6fbb623de53f6f364d352309d4094dd4194040a10fd51833e418d49 \
--hash=sha256:9f7ebbcd14fe59494226453aed97c1070d83f8d24b6fc3a3bcf9a38092641c4a
# via rich
mdurl==0.1.2 \
--hash=sha256:84008a41e51615a49fc9966191ff91509e3c40b939176e643fd50a5c2196b8f8 \
--hash=sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba
# via markdown-it-py
more-itertools==11.1.0 \
--hash=sha256:48e8f4d9e7e5878571ecf6f2b4e57634f93cd474cc8cfbd2376f2d11b396e30d \
--hash=sha256:4b65538ae22f6fed0ce4874efd317463a7489796a0939fa66824dd542125a192
# via
# jaraco-classes
# jaraco-functools
nh3==0.3.7 \
--hash=sha256:157ec1eb7a62f3d9a7badb8d82d89aa810e3e24e097eedfa481a25d0c8a99877 \
--hash=sha256:15f5fbf090f5c88d61c820e1fc1fceecb6520cca9fe85649c06b57ef9dc9ff62 \
--hash=sha256:18f4278ecd157d43cb35acd5aae9f35cfa79f546b4922bd86536adc0f6312102 \
--hash=sha256:19f288c938ec6eef1f5d2c6cab47838e71fef8097e1c1233802be5a6230ba086 \
--hash=sha256:4968fe8d2db97c6f047659bf46a449fd8ec377f44ebf3e0a1b96c0d3a333ae32 \
--hash=sha256:5ffdfcb9a686ffb12765376bcfb6b5b55728516d3c0ee317d29982381ded3df8 \
--hash=sha256:614dac4a4c36ad084e78447d16fe898dedd762e354a7ab9cda2984e82f67883d \
--hash=sha256:618e3059caf41ccdf5dcccb3fa9df4cf6e4efe23d1382a8bbfca272a8a4f8bfc \
--hash=sha256:6698a822132beedab80f131c08d8d0ac5a178ddeb488d02ca4b67716ecfac7af \
--hash=sha256:6c3aa50eb26e9228238271db9f983cbc3b006dfbfeca2d4dc34c33ddc6ac5ea5 \
--hash=sha256:6e4280115d44c3b278eef712a86748c1a723105cd79feec46952383117ab4e59 \
--hash=sha256:70f5ac8626e899a4bab0ef74ca2f5bd602f49c7b739e6e5026b4afc6d63dac42 \
--hash=sha256:71860d01c16f4d8c72e334e0674beb2b0899dbd0bf760de18932ef4390303848 \
--hash=sha256:808def0c8c07843e6e50dc84f532457bfa2cfd17417b219a5d9e7c773709331a \
--hash=sha256:874b7d67a067bd29a59223f6270fc30da4edd8e6d87fd219fc93bcbaa662c946 \
--hash=sha256:91a4dab4e94d9fc54b9f67b1adfb23e81fab7ab43f33c3b8c97be9aa38f789ba \
--hash=sha256:94fd6e59553fbb9ffd8ba71bbd5a54e3126ba01799a097ae30d5341d750bc6ac \
--hash=sha256:9b7279d43323a25225df23576af6594a16693f61431170848b8b2ac21ad4f174 \
--hash=sha256:bc42bb1193c1e28a1e74c2cabaca178e118a7103e8832699fef8a2b3e2496493 \
--hash=sha256:be53a4825585f701955cb9baf49f478f56eb81e20294329fe4bc689dd5dd81fa \
--hash=sha256:d56e76bd3cadb09b6b0cef364850811663734b348a25f5f587a2819c495367bd \
--hash=sha256:de2b2aab32ea303405debefdcfc58043d3e635fa3f67b9eb140d2b0e0c0d2563 \
--hash=sha256:e8fd1ab205258b29254f72db377d99e2c96aa7653ef3b015ccab0420b094b506 \
--hash=sha256:eae64328e46a25785535afcb6885b6f182ecaf5ee8c88f8c075422db8aacc65b \
--hash=sha256:f04b7d333b27f13ca439da3cf1c75c2fba34f104969f6ce4ac8e7079699c2f4a \
--hash=sha256:f266d3f1b3647449923a8e406524632220dd5d8b647078dfe45b885d33d10479 \
--hash=sha256:fd4a70efb45d5372174f718878eb7a35c12677626a63b2f103b23b833457dcac
# via readme-renderer
packaging==26.3 \
--hash=sha256:94edc256424af38762eb31306eed28beb9f0efc50a8837492c9d6fd6004aed79 \
--hash=sha256:d7193f7c8e4e93f444fde0262bf90af30e16fa0ad0ad44cb553c87339b23cd1c
# via twine
pycparser==3.0 \
--hash=sha256:600f49d217304a5902ac3c37e1281c9fe94e4d0489de643a9504c5cdfdfc6b29 \
--hash=sha256:b727414169a36b7d524c1c3e31839a521725078d7b2ff038656844266160a992
# via cffi
pygments==2.21.0 \
--hash=sha256:2363c69b61c4a97c838da3b130dcd6468f4848992b21a82f2a63ec34377137d9 \
--hash=sha256:610ca751c9bc2492b38eb9a38a7fbc93edbbb2d7182edaf34e66ae493dee5c8c
# via
# readme-renderer
# rich
readme-renderer==46.0 \
--hash=sha256:af3e964914f6310a33ff67b72a4bdd940bed8d7c3bdecd2d14f40edf284bfe90 \
--hash=sha256:d0dae1f74bb273b534770cb4cccb6bb78735540afdb03c2146f4e19dcd412560
# via twine
requests==2.34.2 \
--hash=sha256:2a0d60c172f83ac6ab31e4554906c0f3b3588d37b5cb939b1c061f4907e278e0 \
--hash=sha256:f288924cae4e29463698d6d60bc6a4da69c89185ad1e0bcc4104f584e960b9ed
# via
# requests-toolbelt
# twine
requests-toolbelt==1.0.0 \
--hash=sha256:7681a0a3d047012b5bdc0ee37d7f8f07ebe76ab08caeccfc3921ce23c88d5bc6 \
--hash=sha256:cccfdd665f0a24fcf4726e690f65639d272bb0637b9b92dfd91a5568ccf6bd06
# via twine
rfc3986==2.0.0 \
--hash=sha256:50b1502b60e289cb37883f3dfd34532b8873c7de9f49bb546641ce9cbd256ebd \
--hash=sha256:97aacf9dbd4bfd829baad6e6309fa6573aaf1be3f6fa735c8ab05e46cecb261c
# via twine
rich==15.0.0 \
--hash=sha256:33bd4ef74232fb73fe9279a257718407f169c09b78a87ad3d296f548e27de0bb \
--hash=sha256:edd07a4824c6b40189fb7ac9bc4c52536e9780fbbfbddf6f1e2502c31b068c36
# via twine
secretstorage==3.5.0 \
--hash=sha256:0ce65888c0725fcb2c5bc0fdb8e5438eece02c523557ea40ce0703c266248137 \
--hash=sha256:f04b8e4689cbce351744d5537bf6b1329c6fc68f91fa666f60a380edddcd11be
# via keyring
twine==7.0.0 \
--hash=sha256:85cdb29c518efef867360ae4acd4b0dfd61c8654a22fca08e6f8539f05022177 \
--hash=sha256:b854164df26db268af05f49aa5c0344b10e27a494343ff05b1e0bad3b135f5a7
# via -r .github/requirements/twine.in
urllib3==2.7.0 \
--hash=sha256:231e0ec3b63ceb14667c67be60f2f2c40a518cb38b03af60abc813da26505f4c \
--hash=sha256:9fb4c81ebbb1ce9531cce37674bbc6f1360472bc18ca9a553ede278ef7276897
# via
# id
# requests
# twine
zipp==4.1.0 \
--hash=sha256:25ad4e16390cd314347dd8f1de67a2ac538ae658ed4ab9db16029c07c188e97f \
--hash=sha256:4cb57381f544315db7688e976e922a2b18cdb513d21cc194eb42232ba2a3e602
# via importlib-metadata
+1
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@@ -0,0 +1 @@
uv==0.12.1
+23
View File
@@ -0,0 +1,23 @@
# This file was autogenerated by uv via the following command:
# uv pip compile .github/requirements/uv-tool.in --generate-hashes --python-version 3.11 --python-platform linux -o .github/requirements/uv-tool.txt
uv==0.12.1 \
--hash=sha256:04290ea4001dca31ac8a8324113a4930dccad69ce35dbf6eaae307d54880890d \
--hash=sha256:153ec0959a15397514438aefc1d7cd04235f335dd6bb53ea0f9e6e82c5a49f03 \
--hash=sha256:173ee216f17d89fc39f65339d311a53584fc7de4918d27c0f3c7edafabc6b54d \
--hash=sha256:1de49d9b04438f1ad2f41a1441dbbe19e230b94fca56d632818cfaed69e03bfc \
--hash=sha256:1e8fd95fe98768e29436ad57f9ef7b68dc294b7b9862ef63396af8b15ab85e6c \
--hash=sha256:27211df9b277f440dea438a4e525ba40250fb721ad39b8927eefc2d91f9aea15 \
--hash=sha256:29399e1e73b67ed24abe82bc971aa4eb8419c4de804784290f39cf681f0b51ce \
--hash=sha256:2e9b0b86e180abc5968b979c6e25203b32e85969abb5083ee1e8b88a5aa98a76 \
--hash=sha256:3bd5db002adc763aa8d277f5b44f8d6e3fd82d20f2e51225b0bbdae1badc7259 \
--hash=sha256:41b8fc2335f682312a1ca39a7b4abfd6af800992065c663582ca3e4d51cf9258 \
--hash=sha256:5bd04849dd5346517cc4e57b4b3aa0b01c67c423878260c04f5893a038fe25b6 \
--hash=sha256:6f7e72543264d2420ebb2ddc84696a751af2d6c5910046b7666589118f47292b \
--hash=sha256:71f86410264c69a3e8acd18171897dd8ab1a13350cf40f718e4def5db2b724be \
--hash=sha256:76d87de420213ca92fa403e87023c4c7c6956c6726c6b96d91c42cfe620173a3 \
--hash=sha256:9331dda0dc4990512c232f86e1d3a7b83c13f459777fcc2bd46030911b40eaaa \
--hash=sha256:b255ac23958e45f39f9c7a4cd65890df5ef46f539a3b14de03bd296bbba9cb60 \
--hash=sha256:bd02f2da212e6a983115dc64a6fc94e9256c2d60e056d6b669de0a6025aaec05 \
--hash=sha256:e35e0030480a8c3bf8ecd87ae4a6f6a224009e15e96a6fbb3634ac11ab75d582 \
--hash=sha256:ead7ad064f291a5df358c3ffa8ffab347a32bd5a75a6a068ca22254c2539a829
# via -r .github/requirements/uv-tool.in
+76
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@@ -0,0 +1,76 @@
"""Drop checkov-suppressed results from its SARIF output before upload.
checkov's SARIF exporter includes every evaluated check as an ordinary
result, including ones it internally marked SKIPPED via an inline
`# checkov:skip=` comment or a `checkov.io/skipN` resource annotation - it
never uses SARIF's `suppressions` field, and never drops them. checkov's
JSON output *does* correctly record which checks were skipped, so this
cross-references the two: any SARIF result whose (check_id, file) pair
appears in the JSON's skipped_checks is removed before GitHub ever sees it.
Without this, every already-suppressed finding reopens as a brand new code
scanning alert on every run, forever (see #6035/#6036, #6112-6115,
#6128-6131 for the pattern this was chasing before this script existed).
Usage: filter_checkov_skipped.py <json_path> <sarif_in_path> <sarif_out_path>
"""
import json
import sys
def path_suffix(path: str, segments: int = 2) -> str:
"""Last N path segments, normalized to forward slashes, lowercased.
checkov's JSON file_path and SARIF artifactLocation.uri are relative to
different roots (the scanned directory vs. a temp helm-render dir), so
they can't be compared directly - but the last couple of segments
(e.g. "templates/service.yaml") are stable across both and specific
enough in practice to avoid cross-file collisions.
"""
normalized = path.replace("\\", "/").strip("/")
return "/".join(normalized.split("/")[-segments:]).lower()
def main() -> None:
json_path, sarif_in_path, sarif_out_path = sys.argv[1:4]
with open(json_path, encoding="utf-8") as f:
checkov_json = json.load(f)
if isinstance(checkov_json, dict):
checkov_json = [checkov_json]
skipped = set()
for block in checkov_json:
for check in block.get("results", {}).get("skipped_checks", []):
skipped.add((check["check_id"], path_suffix(check["file_path"])))
with open(sarif_in_path, encoding="utf-8") as f:
sarif = json.load(f)
removed = 0
for run in sarif.get("runs", []):
kept = []
for result in run.get("results", []):
rule_id = result.get("ruleId")
locations = result.get("locations") or [{}]
uri = (
locations[0]
.get("physicalLocation", {})
.get("artifactLocation", {})
.get("uri", "")
)
if (rule_id, path_suffix(uri)) in skipped:
removed += 1
continue
kept.append(result)
run["results"] = kept
with open(sarif_out_path, "w", encoding="utf-8") as f:
json.dump(sarif, f)
print(f"Removed {removed} checkov-suppressed result(s) from the SARIF before upload.")
if __name__ == "__main__":
main()
+31 -5
View File
@@ -28,11 +28,37 @@ jobs:
BENCHMARK_REAL_LIBS: "1"
run: |
python -m pip install --upgrade pip
pip install -e .
pip install -r benchmarks/requirements.txt
python -m spacy download en_core_web_sm
pip install rdflib neo4j faiss-cpu torch pyarrow pdfplumber python-pptx openpyxl lxml python-docx beautifulsoup4 chardet langdetect
pip install -r .github/requirements/bootstrap.txt --require-hashes
# --no-deps + a hash-pinned install of the same base dependency set
# (rather than a bare `pip install -e .`) so every fetched package
# is hash-verified (Scorecard Pinned-Dependencies); the local
# editable install itself has nothing to hash.
#
# --no-deps only skips *runtime* dependency resolution - `-e .`
# still does a PEP 517 build, which by default creates an isolated
# build env and fetches [build-system] requires (setuptools,
# wheel) completely outside any hash checking. Install
# pep517-build.txt (pins that exact build-system.requires) first
# and pass --no-build-isolation so pip reuses those hash-verified
# copies instead of fetching its own.
pip install -r .github/requirements/pep517-build.txt --require-hashes
pip install --no-deps --no-build-isolation -e .
pip install -r .github/requirements/base-deps.txt --require-hashes
# NOTE: benchmarks/ does not currently exist in this repo (neither
# requirements.txt nor benchmarks_runner.py below), so this job
# already fails on any real invocation - pre-existing, unrelated to
# this pinning change. The `pip install -r benchmarks/requirements.txt`
# step that used to be here is dropped rather than fixed: there's
# nothing to hash-pin without knowing what that file should
# contain, and an unpinned install here would just re-trip
# Scorecard's Pinned-Dependencies check for no real benefit, since
# the job can't run to completion regardless.
#
# `python -m spacy download en_core_web_sm` fetches an unpinned,
# unhashed wheel from spacy-models' GitHub releases - replaced with
# a hash-pinned direct-URL install of the same 3.8.0 model (matches
# the spacy==3.8.15 pinned in base-deps.txt) via benchmark-extra.txt.
pip install -r .github/requirements/benchmark-extra.txt --require-hashes
- name: Execute Benchmarks (Real Mode)
env:
+30 -7
View File
@@ -52,16 +52,39 @@ jobs:
# environment is installed. The Explorer extra supplies the
# production API dependencies without importing optional vector
# providers such as Pinecone during test collection.
pip install -e ".[explorer]" pytest==9.1.1
#
# --no-deps + a separate hash-pinned install (rather than the old
# `pip install -e ".[explorer]" pytest==9.1.1`) so every fetched
# package is hash-verified (Scorecard Pinned-Dependencies); the
# local editable install itself has nothing to hash.
# .github/requirements/explorer-extra-py311.txt is
# `uv pip compile pyproject.toml --extra explorer --python-version 3.11 --constraint requirements-ci.txt --generate-hashes`
# - regenerate it the same way if pyproject.toml's base/explorer
# deps change. Resolved specifically for this job's python 3.11
# (see the Dockerfile's explorer-extra-py313.txt for why this
# can't be shared with python 3.13: audioread needs extra
# standard-aifc/standard-sunau hashes only on 3.13+).
#
# --no-deps only skips *runtime* dependency resolution - `-e .`
# still does a PEP 517 build, which by default creates an isolated
# build env and fetches [build-system] requires (setuptools,
# wheel) completely outside any hash checking. Install
# pep517-build.txt (pins that exact build-system.requires) first
# and pass --no-build-isolation so pip reuses those hash-verified
# copies instead of fetching its own.
pip install -r .github/requirements/pep517-build.txt --require-hashes
pip install --no-deps --no-build-isolation -e .
pip install -r .github/requirements/explorer-extra-py311.txt --require-hashes
pip install -r .github/requirements/pytest-tool.txt --require-hashes
- name: Test deterministic Explorer backend path
run: |
pytest -q tests/explorer/test_explorer_deterministic_rendering_e2e.py
- name: Install pinned Python dependencies
run: |
pip install -r requirements-ci.txt
pip install -r requirements-ci.txt --require-hashes
- name: Verify requirements-ci.txt is up to date
run: |
pip install uv==0.12.1
pip install -r .github/requirements/uv-tool.txt --require-hashes
# Re-resolve with the committed file as a constraint: upstream package
# releases must NOT fail CI (deps only change when pyproject.toml
# changes intentionally). Compare only version lines (pkg==ver),
@@ -72,10 +95,10 @@ jobs:
diff \
<(grep -E '^[a-zA-Z0-9._-]+==' requirements-ci.txt | sed 's/ \\$//') \
<(grep -E '^[a-zA-Z0-9._-]+==' /tmp/requirements-ci-check.txt)
- run: pip install build
# wheel is build-time only (not in requirements-ci.txt) — install the
# same pinned version [build-system] declares so --no-isolation works.
- run: pip install wheel==0.48.0
# build is a dev-time dependency; wheel is build-time only (neither is
# in requirements-ci.txt) — install the same pinned versions
# [build-system] declares so --no-isolation works below.
- run: pip install -r .github/requirements/build-tools.txt --require-hashes
- name: Build package (no isolation — pinned deps)
run: python -m build --no-isolation
- name: Verify Explorer frontend is packaged
+2
View File
@@ -12,6 +12,8 @@ on:
- 'README.md'
- 'LICENSE'
- 'MANIFEST.in'
- '.github/requirements/explorer-extra-py313.txt'
- '.github/requirements/pep517-build.txt'
- 'semantica/**'
- 'integrations/**'
- 'explorer/**'
+20 -4
View File
@@ -68,7 +68,7 @@ jobs:
python-version: "3.12"
- name: Install Checkov
run: python -m pip install checkov==3.3.1
run: pip install -r .github/requirements/checkov.txt --require-hashes
- name: Run Checkov
shell: pwsh
@@ -76,12 +76,28 @@ jobs:
PYTHONUTF8: "1"
run: |
New-Item -ItemType Directory -Force reports | Out-Null
checkov --directory . --framework kubernetes helm dockerfile github_actions secrets bicep arm --soft-fail --output sarif --output-file-path reports/checkov.sarif
if (-not (Test-Path reports/checkov.sarif)) {
checkov --directory . --framework kubernetes helm dockerfile github_actions secrets bicep arm --soft-fail --output sarif --output json --output-file-path reports
if (-not (Test-Path reports/results_sarif.sarif)) {
$sarif = Get-ChildItem -Path reports -Recurse -Filter *.sarif | Select-Object -First 1
if ($null -eq $sarif) { throw "Checkov did not produce a SARIF file" }
Copy-Item $sarif.FullName reports/checkov.sarif
Copy-Item $sarif.FullName reports/results_sarif.sarif
}
if (-not (Test-Path reports/results_json.json)) {
$json = Get-ChildItem -Path reports -Recurse -Filter *.json | Select-Object -First 1
if ($null -eq $json) { throw "Checkov did not produce a JSON file" }
Copy-Item $json.FullName reports/results_json.json
}
# checkov's SARIF exporter includes checks it internally marked SKIPPED
# (via the inline `# checkov:skip=` comments / `checkov.io/skipN`
# annotations already on the Helm chart) as ordinary un-suppressed
# results - it never uses SARIF's own `suppressions` field, so GitHub
# opens a fresh alert for the same already-suppressed finding on every
# single run (see #6035/#6036, #6112-6115, #6128-6131). checkov's JSON
# output does correctly record the skip, so cross-reference it here
# instead of re-dismissing the same alerts by hand forever.
- name: Filter checkov's own suppressed checks out of the SARIF
run: python .github/scripts/filter_checkov_skipped.py reports/results_json.json reports/results_sarif.sarif reports/checkov.sarif
- name: Upload Checkov results to Security tab
uses: github/codeql-action/upload-sarif@cdf488f595d80d6e07e03d4674febd5ab45fa938 # v4
+22 -8
View File
@@ -16,7 +16,7 @@ jobs:
cancel-in-progress: false
permissions:
contents: write # for the GitHub Release
id-token: write # for PyPI Trusted Publishing (OIDC) and attestation signing
id-token: write # for PyPI Trusted Publishing (OIDC), attestation signing, and Sigstore
attestations: write # for SLSA build provenance
# If you add another job to this workflow, give it its own explicit
# `permissions:` block rather than relying on the workflow-level default
@@ -39,11 +39,11 @@ jobs:
# Install the pinned dependency set (with hashes) so the sdist/wheel
# build runs against the same versions CI tests against.
- name: Install pinned build dependencies
run: pip install -r requirements-ci.txt
- run: pip install build
# wheel is build-time only (not in requirements-ci.txt) — install the
# same pinned version [build-system] declares so --no-isolation works.
- run: pip install wheel==0.48.0
run: pip install -r requirements-ci.txt --require-hashes
# build is a dev-time dependency; wheel is build-time only (neither is
# in requirements-ci.txt) — install the same pinned versions
# [build-system] declares so --no-isolation works below.
- run: pip install -r .github/requirements/build-tools.txt --require-hashes
- name: Build package (no isolation — pinned deps)
run: python -m build --no-isolation
- name: Verify Explorer frontend is packaged
@@ -65,13 +65,27 @@ jobs:
PY
- name: Verify PyPI long-description will render
run: |
pip install twine==7.0.0
pip install -r .github/requirements/twine.txt --require-hashes
twine check dist/*
- name: Attest build provenance
uses: actions/attest-build-provenance@4d101475d8b20a2381f78447822ac1eab6504dd8 # v4
with:
subject-path: 'dist/*'
# attest-build-provenance publishes to the GH attestations API only, which
# OpenSSF Scorecard's Signed-Releases check does not inspect - it looks for
# signature files attached as release assets. Sign here too so
# `dist/*.sigstore.json` bundles ship alongside the wheel/sdist on the
# GitHub Release itself.
- name: Sign artifacts with Sigstore
uses: sigstore/gh-action-sigstore-python@790bc6befb9d733738f18d8f895854b453640ec9 # v3.5.0
with:
inputs: |
dist/*.whl
dist/*.tar.gz
- uses: softprops/action-gh-release@efb35369e0ad2afab669f228072c1b0d510eae64 # v3.0.3
with:
files: dist/*
files: |
dist/*.whl
dist/*.tar.gz
dist/*.sigstore.json
- uses: pypa/gh-action-pypi-publish@dc37677b2e1c63e2034f94d8a5b11f265b73ba33 # release/v1
+3 -3
View File
@@ -44,15 +44,15 @@ jobs:
- name: Install dependencies
run: |
python -m pip install --upgrade pip
pip install -r .github/requirements/bootstrap.txt --require-hashes
# Install the pinned dependency set FIRST so Safety scans Semantica's
# exact CI/release dependency tree (requirements-ci.txt is generated
# from pyproject.toml extras, so this covers the project's real deps).
pip install -r requirements-ci.txt
pip install -r requirements-ci.txt --require-hashes
# Tooling AFTER the pinned set: installing safety/bandit/semgrep/jq
# first lets the pinned requirements overwrite their transitive deps
# (e.g. rich), which breaks the safety CLI at runtime.
pip install safety bandit semgrep jq
pip install -r .github/requirements/security-scan-tools.txt --require-hashes
- name: Run Safety Check (Package Vulnerabilities)
run: |
+3 -3
View File
@@ -25,18 +25,18 @@ jobs:
# Upgrade first: actions/setup-python's baked-in setuptools has been
# behind known-vulnerable floors before (e.g. PYSEC-2026-3447 /
# setuptools 75.1.0), so don't trust the preinstalled one.
- run: python -m pip install --upgrade pip setuptools
- run: pip install -r .github/requirements/bootstrap.txt --require-hashes
# Audit the pinned dependency set (requirements-ci.txt is compiled from
# pyproject.toml with --extra all — the same coverage as the [all]
# extra, minus the Linux-only gpu set — so this keeps scan parity with
# CI/release builds without a time-dependent resolution). This is the
# fix for PYSEC-2024-38 (#869): the bare-env job never had fastapi or
# python-multipart installed to look at.
- run: pip install -r requirements-ci.txt
- run: pip install -r requirements-ci.txt --require-hashes
# PR runs gate on findings, since they're scoped to actual
# pyproject.toml changes under review. The schedule/workflow_dispatch
# runs stay non-blocking until a full pass over pre-existing findings
# across the whole [all] tree has been done.
- run: pip install pip-audit
- run: pip install -r .github/requirements/pip-audit.txt --require-hashes
- run: pip-audit -r requirements-ci.txt
continue-on-error: ${{ github.event_name != 'pull_request' }}
+38 -4
View File
@@ -1,5 +1,5 @@
# syntax=docker/dockerfile:1
FROM node:26-alpine AS frontend-builder
FROM node:26-alpine@sha256:2d984a15c9b54fd0aeb608b8e0d0d83529eb34d2966db27a1fb4f1edc3d298a3 AS frontend-builder
WORKDIR /app
COPY explorer/package*.json ./explorer/
@@ -9,7 +9,18 @@ RUN npm ci
COPY explorer/ ./
RUN mkdir -p /app/semantica && npm run build
FROM python:3.13-slim AS runtime
# CVE-2026-14456 (OpenSSL QUIC-server DoS, flagged against this base image's
# openssl/libssl3t64/openssl-provider-legacy): the Debian fix
# (3.5.7-1~deb13u2) is only in trixie-proposed-updates as of this writing,
# not yet promoted to trixie-security, so there's no package to pin here
# today. Deliberately NOT running `apt-get upgrade` to chase it - that
# breaks build reproducibility (terrascan AC_DOCKER_0052) and still
# wouldn't reach a proposed-updates-only package. Once Debian ships the fix
# and rebuilds this tag, the docker Dependabot ecosystem in
# .github/dependabot.yml opens a PR bumping the digest pin above. Also: this
# image only serves plain HTTP via uvicorn and never opens a QUIC listener,
# so the bug isn't reachable here regardless.
FROM python:3.13-slim@sha256:7ce4b6dfe35e55397b7cda544f8a13f191b7ae28dc5aad71fe664dbc9bc2623f AS runtime
ENV PYTHONDONTWRITEBYTECODE=1 \
PYTHONUNBUFFERED=1 \
@@ -22,12 +33,35 @@ WORKDIR /app
RUN groupadd --system semantica \
&& useradd --system --gid semantica --home-dir /app --shell /usr/sbin/nologin semantica
COPY pyproject.toml README.md LICENSE MANIFEST.in ./
COPY pyproject.toml README.md LICENSE MANIFEST.in \
.github/requirements/explorer-extra-py313.txt .github/requirements/pep517-build.txt ./
COPY semantica/ ./semantica/
COPY integrations/ ./integrations/
COPY --from=frontend-builder /app/semantica/static ./semantica/static
RUN pip install --no-cache-dir ".[explorer]" \
# explorer-extra-py313.txt is `uv pip compile pyproject.toml --extra explorer
# --python-version 3.13 --constraint requirements-ci.txt --generate-hashes`
# (see ci.yml's explorer-extra-py311.txt for the CI counterpart, resolved
# for CI's python 3.11 instead - the two aren't interchangeable: audioread
# (via librosa) needs standard-aifc/standard-sunau only on python>=3.13,
# since aifc/sunau left stdlib there, so a 3.11-resolved lockfile is
# missing hashes pip needs on this image's actual 3.13 interpreter and
# --require-hashes fails outright rather than silently under-pinning).
# Every fetched package is hash-verified (Scorecard Pinned-Dependencies)
# and pinned to the same versions CI audited, e.g. msgpack==1.2.1 and
# setuptools==84.0.0 (which also replaces the base image's vulnerable
# 70.3.0, CVE-2025-47273 - nothing else in the tree pulls a newer copy).
# --no-deps on the local package itself: it's our own source tree, not a
# fetch, so there's nothing to hash-pin there - but `pip install .` still
# does a PEP 517 build, which by default creates an *isolated* build env
# and fetches [build-system] requires (setuptools, wheel) completely
# outside any hash checking. pep517-build.txt pins that exact
# build-system.requires; installing it first and passing
# --no-build-isolation makes pip reuse those hash-verified copies instead
# of fetching its own.
RUN pip install --no-cache-dir -r explorer-extra-py313.txt -r pep517-build.txt --require-hashes \
&& pip install --no-cache-dir --no-deps --no-build-isolation . \
&& rm -f explorer-extra-py313.txt pep517-build.txt \
&& chown -R semantica:semantica /app
USER semantica
+4 -6
View File
@@ -18,7 +18,7 @@
> Ingest your enterprise data, extract what matters, build a Context Graph and knowledge graph (KG), and run graph analytics and causal reasoning over all of it, with full decision provenance baked in. Explainable, traceable, and trustworthy by design.
**Decision Intelligence &nbsp;·&nbsp; Context Management &nbsp;·&nbsp; Deterministic Reasoning &nbsp;·&nbsp; Ontology Management &nbsp;·&nbsp; Knowledge Modeling &nbsp;·&nbsp; End-to-End Traceability**
**Context Management &nbsp;·&nbsp; Knowledge Modeling &nbsp;·&nbsp; Deterministic Reasoning &nbsp;·&nbsp; Ontology Management &nbsp;·&nbsp; Decision Intelligence &nbsp;·&nbsp; End-to-End Traceability**
**Open Source &nbsp;·&nbsp; Self-Hostable &nbsp;·&nbsp; Auditable &nbsp;·&nbsp; Governed &nbsp;·&nbsp; Zero Vendor Lock-In**
@@ -56,9 +56,7 @@ pip install semantica
---
Most AI agents act without a trail. They store embeddings, not meaning: context that can't be explained, decisions that can't be audited. In lending, that gap is a compliance exposure, not an inconvenience: an underwriting agent's approval has to survive a regulator's "why" months later.
Semantica sits underneath your LLM, vector store, and agent framework as a deterministic infrastructure layer: no LLM required for graph construction, reasoning, or provenance.
Most AI agents run on embeddings, not meaning: similarity scores with no structure, no relationships, and no way to explain why a result came back. Semantica is the semantic/context layer underneath your LLM, vector store, and agent framework: a deterministic infrastructure layer (no LLM required for graph construction, reasoning, or provenance) that turns fragmented enterprise data into a structured, queryable Context Graph and knowledge graph, governed by ontologies and controlled vocabularies (OWL, SHACL, SKOS) so the meaning of your data is explicit, not just its embedding. Decision provenance and audit trails fall out of that structure as a property, not the product itself; in domains a regulator can question, that same structure just happens to double as a straight answer to "why."
> ⚠️ **System-level explainability, not foundation-model explainability.** Semantica does not expose or reconstruct what happens *inside* the LLM — its internal reasoning or chain-of-thought stays opaque, as it does for any external system. Semantica explains what's *outside* the model: the context and data fed in, the decision produced, its provenance, relevant relationships, applied policies, and the full execution trail.
@@ -279,7 +277,7 @@ retrieved = ctx.retrieve("who approved the Acme contract?")
## Recipe: Audit Trail for a Regulated Decision
The flagship pattern: record a causally-linked decision chain, attach provenance to every entity, and export a regulator-ready audit trail.
One pattern built on the same Context Graph: record a causally-linked decision chain, attach provenance to every entity, and export a regulator-ready audit trail.
```python
from semantica.context import ContextGraph
@@ -1030,7 +1028,7 @@ team = Team(agents=[researcher, analyst], mode="coordinate")
## More Recipes
The flagship audit-trail recipe is [above](#recipe-audit-trail-for-a-regulated-decision). Here are three more common patterns.
The audit-trail recipe is [above](#recipe-audit-trail-for-a-regulated-decision). Here are three more common patterns.
<details>
<summary><b>End-to-End GraphRAG Pipeline</b></summary>
+3 -2
View File
@@ -327,10 +327,11 @@ print(f"Relationships active in 2023: {result_2023['num_relationships']}")
<Accordion title="Persistent graph store: Neo4j, FalkorDB, Apache AGE" icon="database">
```python
from semantica.graph_store import Neo4jStore
from semantica.graph_store import GraphStore
from semantica.kg import GraphBuilder
store = Neo4jStore(
store = GraphStore(
backend="neo4j",
uri="bolt://localhost:7687",
user="neo4j",
password="password",
+8 -1
View File
@@ -49,7 +49,14 @@ dependencies = [
"scipy>=1.13.1",
"scikit-learn>=1.7.2",
"umap-learn>=0.5.12",
"spacy>=3.4.0",
# thinc (spacy's core dep) dropped Python 3.9 wheels at 8.3.10, and later
# spacy patch releases (3.8.8+) require thinc>=8.3.9-only-on-3.10+ ranges,
# which forces a source build that fails outright on 3.9 (see Install
# Matrix run history). Capping both keeps 3.9 on the last wheel-compatible
# pair; 3.10+ is left unconstrained to always get the latest spacy/thinc.
"spacy>=3.4.0,<3.8.8; python_version < '3.10'",
"spacy>=3.4.0; python_version >= '3.10'",
"thinc<8.3.5; python_version < '3.10'",
"transformers>=4.20.0",
"torch>=1.13.1",
"sentence-transformers>=2.2.0",
+15 -9
View File
@@ -76,11 +76,11 @@ Production Use Cases:
- Insurance: Claim decisions, underwriting assessments
"""
from dataclasses import dataclass, field
from datetime import datetime
from typing import Any, Dict, List, Optional
import json
import uuid
from dataclasses import InitVar, dataclass, field
from datetime import datetime
from typing import Any, Dict, List, Optional
@dataclass
@@ -100,8 +100,9 @@ class Decision:
valid_from: Optional[str] = None
valid_until: Optional[str] = None
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate decision data."""
if auto_generate_id and not self.decision_id: # Handle both None and empty string
self.decision_id = str(uuid.uuid4())
@@ -146,8 +147,9 @@ class DecisionContext:
risk_factors: List[str]
cross_system_inputs: Dict[str, Any] = field(default_factory=dict)
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate decision context data."""
if auto_generate_id and not self.context_id: # Handle both None and empty string
self.context_id = str(uuid.uuid4())
@@ -184,8 +186,9 @@ class Policy:
created_at: datetime
updated_at: datetime
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate policy data."""
if auto_generate_id and not self.policy_id: # Handle both None and empty string
self.policy_id = str(uuid.uuid4())
@@ -227,8 +230,9 @@ class PolicyException:
approval_timestamp: datetime
justification: str
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate policy exception data."""
if auto_generate_id and not self.exception_id: # Handle both None and empty string
self.exception_id = str(uuid.uuid4())
@@ -265,8 +269,9 @@ class Precedent:
similarity_score: float
relationship_type: str # "similar_scenario", "same_policy", "exception_precedent"
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate precedent data."""
if auto_generate_id and not self.precedent_id: # Handle both None and empty string
self.precedent_id = str(uuid.uuid4())
@@ -305,8 +310,9 @@ class ApprovalChain:
approval_context: str
timestamp: datetime
metadata: Dict[str, Any] = field(default_factory=dict)
auto_generate_id: InitVar[bool] = True
def __post_init__(self, auto_generate_id: bool = True):
def __post_init__(self, auto_generate_id: bool) -> None:
"""Validate approval chain data."""
if auto_generate_id and not self.approval_id: # Handle both None and empty string
self.approval_id = str(uuid.uuid4())
-116
View File
@@ -299,44 +299,6 @@ class PineconeSearch:
)
def _pinecone_listed_ids(response: Any) -> List[str]:
"""Extract vector IDs from a list_paginated() response.
Accepts record objects, bare id strings and dicts, since what listing
returns has changed across pinecone SDK major versions.
"""
records = getattr(response, "vectors", None)
if records is None and isinstance(response, dict):
records = response.get("vectors")
ids: List[str] = []
for record in records or []:
if isinstance(record, str):
ids.append(record)
elif isinstance(record, dict):
if record.get("id") is not None:
ids.append(record["id"])
else:
record_id = getattr(record, "id", None)
if record_id is not None:
ids.append(record_id)
return ids
def _pinecone_next_token(response: Any) -> Optional[str]:
"""Return the continuation token, or None when the listing is exhausted."""
pagination = getattr(response, "pagination", None)
if pagination is None and isinstance(response, dict):
pagination = response.get("pagination")
if pagination is None:
return None
token = getattr(pagination, "next", None)
if token is None and isinstance(pagination, dict):
token = pagination.get("next")
return token or None
class PineconeStore:
"""
Pinecone store for vector storage and similarity search.
@@ -773,84 +735,6 @@ class PineconeStore:
self.logger.warning(f"Failed to filter Pinecone vectors by metadata: {e}")
return []
def iter_all(self, batch_size: int = 500, namespace: str = ""):
"""
Iterate over every stored vector by listing IDs then fetching them.
Paginates with an opaque continuation token, which is why this exists
instead of scan_vectors(offset, limit): the token for page N cannot be
constructed without walking there.
Needs two calls per page, unlike the other backends, because listing
returns IDs only. Both calls are namespace scoped and must agree, and
listing covers one namespace rather than the whole index.
Args:
batch_size: IDs to request per list_paginated() call
namespace: Namespace to enumerate (default: the default namespace)
Yields:
Result dicts with 'id', 'metadata', and 'vector', in listing order
Raises:
ProcessingError: If the index is not initialized, if the installed
SDK does not expose list_paginated(), or if the listing stops
advancing.
"""
if self.index is None or not PINECONE_AVAILABLE:
raise ProcessingError(
"Index not initialized. Call create_index() or get_index() first."
)
# list_paginated() rather than list(): list() is an auto-paging
# iterator in current SDKs but reads as plain id lists in older
# examples. Threading the token explicitly is version-agnostic.
list_paginated = getattr(self.index.index, "list_paginated", None)
if not callable(list_paginated):
raise ProcessingError(
"This pinecone SDK version does not expose Index.list_paginated(), "
"which full enumeration requires."
)
token = None
while True:
kwargs: Dict[str, Any] = {"limit": batch_size, "namespace": namespace}
if token is not None:
kwargs["pagination_token"] = token
response = list_paginated(**kwargs)
vector_ids = _pinecone_listed_ids(response)
if not vector_ids:
return
fetched = self.index.fetch_vectors(vector_ids, namespace=namespace)
vectors = fetched.get("vectors") or {}
for vector_id in vector_ids:
entry = vectors.get(vector_id)
if entry is None:
# fetch() omits ids it cannot find: deleted since listing.
continue
values = entry.get("values")
yield {
"id": vector_id,
"metadata": entry.get("metadata") or {},
"vector": np.array(values) if values is not None else None,
}
next_token = _pinecone_next_token(response)
if not next_token:
return
if next_token == token:
# Distinct from exhaustion above: a partial scan here would be
# indistinguishable from a complete one.
raise ProcessingError(
"Pinecone returned the same pagination token twice, so the "
"listing is not advancing. Refusing to return a truncated "
"scan."
)
token = next_token
def fetch_vectors(
self, vector_ids: List[str], namespace: str = "", **options
) -> Dict[str, Any]:
-56
View File
@@ -604,62 +604,6 @@ class QdrantStore:
self.logger.warning(f"Failed to scroll Qdrant points by metadata filter: {e}")
return []
def iter_all(self, batch_size: int = 500):
"""
Iterate over every stored point using Qdrant's native scroll cursor.
Qdrant paginates by point-ID cursor, not by row offset, so this is
exposed instead of scan_vectors(offset, limit). An integer passed to
scroll()'s offset is a point ID rather than a rank, so there is no way
to seek to "the Nth record" without walking from the start.
VectorStore.iter_vectors() prefers this method when it is present.
Assumes a single unnamed vector per point, matching how insert_vectors()
writes them and how get_vector() reads them back. Collections configured
with named or multi-vectors are not handled here.
Args:
batch_size: Points to request per scroll call
Yields:
Result dicts with 'id', 'metadata', and 'vector', in scroll order
Raises:
ProcessingError: If the collection or client is not initialized.
Errors are raised rather than swallowed because a scan that
silently yields nothing is indistinguishable from an empty
source, which would let a caller such as `store migrate`
report success having copied nothing (issue #1083).
"""
if self.collection is None or self.client is None or not QDRANT_AVAILABLE:
raise ProcessingError(
"Collection not initialized. Call create_collection() or get_collection() first."
)
next_offset = None
while True:
records, next_offset = self.client.scroll(
collection_name=self.collection.collection_name,
limit=batch_size,
offset=next_offset,
with_payload=True,
with_vectors=True,
)
for rec in records:
yield {
"id": str(rec.id),
"metadata": rec.payload or {},
"vector": np.array(rec.vector) if rec.vector is not None else None,
}
# The final page can carry records while already reporting no next
# cursor, so those records are yielded above before stopping here.
# Calling scroll() again with offset=None would restart from the
# beginning rather than continue past the end.
if next_offset is None or not records:
return
def delete_vectors(
self, point_ids: List[Union[str, int]], **options
) -> Dict[str, Any]:
+1 -14
View File
@@ -867,25 +867,12 @@ class VectorStore:
"""
Iterate over every stored vector, one page at a time.
Backends whose native pagination is cursor based (Qdrant, Pinecone,
Milvus, Weaviate) cannot honestly implement the positional
scan_vectors(offset, limit) contract, so they expose iter_all()
instead and it is preferred here when present. Backends with real
positional access (inmemory, FAISS, SQLite-vec, PgVector) fall
through to the offset loop below.
Args:
batch_size: Number of vectors to fetch per underlying call
batch_size: Number of vectors to fetch per underlying scan_vectors() call
Yields:
Result dicts with 'id', 'metadata', and 'vector', in scan order
"""
if self.backend != "inmemory" and self._backend_store is not None:
iter_all = getattr(self._backend_store, "iter_all", None)
if callable(iter_all):
yield from iter_all(batch_size=batch_size)
return
offset = 0
while True:
page = self.scan_vectors(offset=offset, limit=batch_size)
+91 -5
View File
@@ -5,14 +5,23 @@ This module tests the decision tracking data models including
validation, serialization, and deserialization.
"""
import pytest
from datetime import datetime
from typing import List, Dict, Any
import pytest
from semantica.context.decision_models import (
Decision, DecisionContext, Policy, PolicyException, Precedent, ApprovalChain,
validate_decision, validate_policy, serialize_decision, deserialize_decision,
serialize_policy, deserialize_policy
ApprovalChain,
Decision,
DecisionContext,
Policy,
PolicyException,
Precedent,
deserialize_decision,
deserialize_policy,
serialize_decision,
serialize_policy,
validate_decision,
validate_policy,
)
@@ -452,5 +461,82 @@ class TestSerializationFunctions:
assert deserialized.metadata == original_policy.metadata
class TestAutoGenerateIdContract:
"""Test the auto_generate_id InitVar contract across all decision models.
Regression coverage for the InitVar fix: previously ``auto_generate_id``
was a plain ``__post_init__`` parameter that dataclass-generated ``__init__``
never forwarded, so the ``auto_generate_id=False`` branch was dead code and
the "id is required" contract could never fire.
"""
def _base_kwargs(self, cls):
now = datetime.now()
return {
Decision: dict(
decision_id="", category="c", scenario="s", reasoning="r",
outcome="o", confidence=0.5, timestamp=now, decision_maker="m",
),
DecisionContext: dict(
context_id="", decision_id="d", entity_snapshots={}, risk_factors=[],
),
Policy: dict(
policy_id="", name="n", description="d", rules={}, category="c",
version="1", created_at=now, updated_at=now,
),
PolicyException: dict(
exception_id="", decision_id="d", policy_id="p", reason="r",
approver="a", approval_timestamp=now, justification="j",
),
Precedent: dict(
precedent_id="", source_decision_id="d", similarity_score=0.5,
relationship_type="same_policy",
),
ApprovalChain: dict(
approval_id="", decision_id="d", approver="a",
approval_method="email", approval_context="x", timestamp=now,
),
}[cls]
@pytest.mark.parametrize(
"cls",
[Decision, DecisionContext, Policy, PolicyException, Precedent, ApprovalChain],
)
def test_auto_generate_id_is_not_a_field(self, cls):
"""auto_generate_id must stay an InitVar, never a real dataclass field."""
import dataclasses
names = [f.name for f in dataclasses.fields(cls)]
assert "auto_generate_id" not in names
@pytest.mark.parametrize(
"cls",
[Decision, DecisionContext, Policy, PolicyException, Precedent, ApprovalChain],
)
def test_default_auto_generates_id(self, cls):
"""With defaults, an empty id is auto-populated and stays a non-field."""
obj = cls(**self._base_kwargs(cls))
id_field = [f.name for f in __import__("dataclasses").fields(cls)][0]
assert getattr(obj, id_field)
assert "auto_generate_id" not in vars(obj)
@pytest.mark.parametrize(
"cls",
[Decision, DecisionContext, Policy, PolicyException, Precedent, ApprovalChain],
)
def test_required_id_when_auto_generate_disabled(self, cls):
"""auto_generate_id=False with an empty id must raise ValueError."""
with pytest.raises(ValueError):
cls(auto_generate_id=False, **self._base_kwargs(cls))
def test_explicit_id_honored_with_auto_generate_disabled(self):
"""A provided id is preserved when auto_generate_id=False."""
kwargs = self._base_kwargs(Decision)
kwargs["decision_id"] = "fixed-id"
decision = Decision(auto_generate_id=False, **kwargs)
assert decision.decision_id == "fixed-id"
assert "auto_generate_id" not in decision.to_dict()
if __name__ == "__main__":
pytest.main([__file__])
@@ -0,0 +1,97 @@
"""
Test for GraphBuilder with GraphStore backend (Issue #1135).
This test verifies that GraphBuilder correctly works with the GraphStore
facade interface, not with raw backend stores like Neo4jStore.
"""
import unittest
from unittest.mock import MagicMock, patch
class TestGraphBuilderWithGraphStore(unittest.TestCase):
"""Test GraphBuilder integration with GraphStore facade."""
def setUp(self):
"""Set up test fixtures."""
# Mock progress tracker
self.mock_tracker_patcher = patch("semantica.utils.progress_tracker.get_progress_tracker")
self.mock_get_tracker = self.mock_tracker_patcher.start()
self.mock_tracker = MagicMock()
self.mock_get_tracker.return_value = self.mock_tracker
def tearDown(self):
"""Clean up after tests."""
self.mock_tracker_patcher.stop()
def test_graph_builder_with_graph_store_facade(self):
"""Test that GraphBuilder works with GraphStore facade (Issue #1135)."""
from semantica.kg.graph_builder import GraphBuilder
from semantica.graph_store import GraphStore
# Create a mock GraphStore facade
mock_store = MagicMock(spec=GraphStore)
mock_store.add_nodes.return_value = 2
mock_store.add_edges.return_value = 1
# Create GraphBuilder with the GraphStore facade
builder = GraphBuilder(
merge_entities=False,
resolve_conflicts=False,
graph_store=mock_store
)
# Build a simple graph
entities = [
{"id": "alice", "type": "Person"},
{"id": "bob", "type": "Person"},
]
relationships = [
{"source": "alice", "target": "bob", "type": "knows"},
]
graph = builder.build({
"entities": entities,
"relationships": relationships
})
# Verify the graph was built
self.assertEqual(len(graph["entities"]), 2)
self.assertEqual(len(graph["relationships"]), 1)
# Verify that add_nodes and add_edges were called on the GraphStore
mock_store.add_nodes.assert_called_once()
mock_store.add_edges.assert_called_once()
def test_graph_builder_without_graph_store_still_works(self):
"""Test that GraphBuilder still works without a graph_store parameter."""
from semantica.kg.graph_builder import GraphBuilder
# Create GraphBuilder without graph_store
builder = GraphBuilder(
merge_entities=False,
resolve_conflicts=False
)
# Build a simple graph
entities = [
{"id": "alice", "type": "Person"},
{"id": "bob", "type": "Person"},
]
relationships = [
{"source": "alice", "target": "bob", "type": "knows"},
]
graph = builder.build({
"entities": entities,
"relationships": relationships
})
# Verify the graph was built
self.assertEqual(len(graph["entities"]), 2)
self.assertEqual(len(graph["relationships"]), 1)
self.assertEqual(graph["metadata"]["num_entities"], 2)
self.assertEqual(graph["metadata"]["num_relationships"], 1)
if __name__ == "__main__":
unittest.main()
-160
View File
@@ -249,166 +249,6 @@ class TestPineconeIndex(unittest.TestCase):
mock_index.query.assert_called_once()
class TestPineconeIterAll(unittest.TestCase):
"""PineconeStore.iter_all() list-then-fetch enumeration."""
def _page(self, ids, next_token):
"""Stand-in for a list_paginated() response."""
response = MagicMock()
response.vectors = [MagicMock(id=vector_id) for vector_id in ids]
response.pagination = MagicMock(next=next_token)
return response
def _store(self, pages, fetch_results):
store = PineconeStore()
wrapper = MagicMock()
raw_index = MagicMock()
raw_index.list_paginated.side_effect = list(pages)
wrapper.index = raw_index
wrapper.fetch_vectors.side_effect = list(fetch_results)
store.index = wrapper
return store, wrapper, raw_index
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_threads_pagination_token_across_pages(self):
store, _, raw_index = self._store(
[self._page(["a", "b"], "token-1"), self._page(["c"], None)],
[
{"vectors": {"a": {"values": [0.1], "metadata": {}},
"b": {"values": [0.2], "metadata": {}}}},
{"vectors": {"c": {"values": [0.3], "metadata": {}}}},
],
)
result = list(store.iter_all(batch_size=2))
self.assertEqual([item["id"] for item in result], ["a", "b", "c"])
calls = raw_index.list_paginated.call_args_list
self.assertNotIn("pagination_token", calls[0][1])
self.assertEqual(calls[1][1]["pagination_token"], "token-1")
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_hydrates_listed_ids_with_a_fetch(self):
"""Listing returns ids only, so each page needs a fetch()."""
store, wrapper, _ = self._store(
[self._page(["a"], None)],
[{"vectors": {"a": {"values": [0.1, 0.2], "metadata": {"tag": "x"}}}}],
)
item = list(store.iter_all())[0]
self.assertEqual(item["id"], "a")
self.assertEqual(item["metadata"], {"tag": "x"})
np.testing.assert_allclose(item["vector"], np.array([0.1, 0.2]))
wrapper.fetch_vectors.assert_called_once_with(["a"], namespace="")
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_list_and_fetch_use_the_same_namespace(self):
store, wrapper, raw_index = self._store(
[self._page(["a"], None)],
[{"vectors": {"a": {"values": [0.1], "metadata": {}}}}],
)
list(store.iter_all(namespace="prod"))
self.assertEqual(raw_index.list_paginated.call_args[1]["namespace"], "prod")
wrapper.fetch_vectors.assert_called_once_with(["a"], namespace="prod")
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_skips_ids_deleted_between_list_and_fetch(self):
"""fetch() omits ids it cannot find rather than returning blanks."""
store, _, _ = self._store(
[self._page(["a", "gone"], None)],
[{"vectors": {"a": {"values": [0.1], "metadata": {}}}}],
)
result = list(store.iter_all())
self.assertEqual([item["id"] for item in result], ["a"])
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_raises_when_pagination_token_repeats(self):
"""A stalled token must not loop forever, nor quietly return a partial
scan that reads as a complete one."""
store, _, raw_index = self._store(
[self._page(["a"], "same"), self._page(["b"], "same")],
[
{"vectors": {"a": {"values": [0.1], "metadata": {}}}},
{"vectors": {"b": {"values": [0.2], "metadata": {}}}},
],
)
with self.assertRaises(ProcessingError):
list(store.iter_all())
self.assertEqual(raw_index.list_paginated.call_count, 2)
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_empty_listing_yields_nothing_without_fetching(self):
store, wrapper, _ = self._store([self._page([], None)], [])
self.assertEqual(list(store.iter_all()), [])
wrapper.fetch_vectors.assert_not_called()
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_accepts_plain_string_ids_from_listing(self):
"""SDK generations differ on what listing yields."""
store, _, _ = self._store(
[self._page([], None)],
[{"vectors": {"a": {"values": [0.1], "metadata": {}}}}],
)
response = MagicMock()
response.vectors = ["a"]
response.pagination = MagicMock(next=None)
store.index.index.list_paginated.side_effect = [response]
self.assertEqual([item["id"] for item in store.iter_all()], ["a"])
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_handles_missing_values_and_metadata(self):
store, _, _ = self._store(
[self._page(["a"], None)],
[{"vectors": {"a": {"values": None, "metadata": None}}}],
)
item = list(store.iter_all())[0]
self.assertIsNone(item["vector"])
self.assertEqual(item["metadata"], {})
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_raises_when_list_paginated_unavailable(self):
store = PineconeStore()
wrapper = MagicMock()
wrapper.index = MagicMock(spec=["query", "fetch"])
store.index = wrapper
with self.assertRaises(ProcessingError):
list(store.iter_all())
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_raises_when_index_not_initialized(self):
"""Must fail loudly: an empty scan reads the same as an empty source."""
with self.assertRaises(ProcessingError):
list(PineconeStore().iter_all())
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', False)
def test_raises_when_pinecone_unavailable(self):
store = PineconeStore()
store.index = MagicMock()
with self.assertRaises(ProcessingError):
list(store.iter_all())
@patch('semantica.vector_store.pinecone_store.PINECONE_AVAILABLE', True)
def test_propagates_listing_errors(self):
store, _, raw_index = self._store([], [])
raw_index.list_paginated.side_effect = RuntimeError("connection reset")
with self.assertRaises(RuntimeError):
list(store.iter_all())
if __name__ == '__main__':
print("DEBUG: Starting unittest.main()")
unittest.main()
-152
View File
@@ -1,152 +0,0 @@
"""Tests for QdrantStore.iter_all() cursor enumeration.
Qdrant is not installed in this environment, so these drive the real
QdrantStore against a MagicMock standing in for the qdrant_client, following
the pattern already used for qdrant in test_backend_metadata_filtering.py.
"""
from unittest.mock import MagicMock, patch
import numpy as np
import pytest
from semantica.utils.exceptions import ProcessingError
from semantica.vector_store.qdrant_store import QdrantStore
def _record(point_id, payload=None, vector=None):
"""Build a stand-in for a qdrant_client Record."""
rec = MagicMock()
rec.id = point_id
rec.payload = payload
rec.vector = vector
return rec
def _store_with_scroll(*pages):
"""QdrantStore whose client.scroll() returns the given (records, cursor) pages."""
store = QdrantStore()
store.client = MagicMock()
store.client.scroll.side_effect = list(pages)
store.collection = MagicMock()
store.collection.collection_name = "test_collection"
return store
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_threads_cursor_across_pages():
"""The next call must continue from the previous page's next_page_offset."""
store = _store_with_scroll(
([_record(1), _record(2)], "cursor-1"),
([_record(3)], None),
)
result = list(store.iter_all(batch_size=2))
assert [item["id"] for item in result] == ["1", "2", "3"]
calls = store.client.scroll.call_args_list
assert len(calls) == 2
assert calls[0][1]["offset"] is None
assert calls[0][1]["limit"] == 2
assert calls[1][1]["offset"] == "cursor-1"
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_yields_final_page_that_reports_no_next_cursor():
"""Qdrant can return records and a null cursor on the same page.
Those records must still be yielded. Treating a null cursor as "stop
before this page" would silently drop the tail of every scan.
"""
store = _store_with_scroll(([_record(1), _record(2)], None))
result = list(store.iter_all(batch_size=10))
assert [item["id"] for item in result] == ["1", "2"]
assert store.client.scroll.call_count == 1
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_converts_records_to_the_shared_result_shape():
store = _store_with_scroll(
([_record(7, payload={"tag": "x"}, vector=[0.1, 0.2, 0.3])], None),
)
item = list(store.iter_all())[0]
assert item["id"] == "7"
assert item["metadata"] == {"tag": "x"}
np.testing.assert_allclose(item["vector"], np.array([0.1, 0.2, 0.3]))
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_handles_missing_payload_and_vector():
store = _store_with_scroll(([_record(1, payload=None, vector=None)], None))
item = list(store.iter_all())[0]
assert item["metadata"] == {}
assert item["vector"] is None
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_empty_collection_yields_nothing():
store = _store_with_scroll(([], None))
assert list(store.iter_all()) == []
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_stops_on_empty_page_even_with_a_cursor():
"""Defensive: an empty page ends the scan rather than looping forever."""
store = _store_with_scroll(([], "cursor-that-never-clears"))
assert list(store.iter_all()) == []
assert store.client.scroll.call_count == 1
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_raises_when_collection_not_initialized():
"""Must fail loudly, not yield nothing.
An empty scan is indistinguishable from an empty source, which would let
`store migrate` report success having copied nothing (issue #1083).
"""
store = QdrantStore()
with pytest.raises(ProcessingError, match="Collection not initialized"):
list(store.iter_all())
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", False)
def test_iter_all_raises_when_qdrant_unavailable():
store = QdrantStore()
store.client = MagicMock()
store.collection = MagicMock()
with pytest.raises(ProcessingError):
list(store.iter_all())
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_propagates_scroll_errors():
store = QdrantStore()
store.client = MagicMock()
store.client.scroll.side_effect = RuntimeError("connection reset")
store.collection = MagicMock()
store.collection.collection_name = "test_collection"
with pytest.raises(RuntimeError, match="connection reset"):
list(store.iter_all())
@patch("semantica.vector_store.qdrant_store.QDRANT_AVAILABLE", True)
def test_iter_all_requests_payload_and_vectors():
store = _store_with_scroll(([], None))
list(store.iter_all())
kwargs = store.client.scroll.call_args[1]
assert kwargs["with_payload"] is True
assert kwargs["with_vectors"] is True
assert kwargs["collection_name"] == "test_collection"
@@ -26,7 +26,6 @@ from unittest.mock import MagicMock, patch
import numpy as np
from semantica.utils.exceptions import ProcessingError
from semantica.vector_store.vector_store import VectorStore, VectorManager
@@ -139,38 +138,6 @@ class _NonScanningBackendStore:
"""Fake persistent backend store without any scan capability."""
class _IterAllBackendStore:
"""Fake cursor-based backend store exposing iter_all() but not scan_vectors().
Mirrors qdrant/pinecone/milvus/weaviate, which cannot honour a positional
offset and therefore expose native iteration instead.
"""
def __init__(self, items):
self._items = items
self.batch_sizes = []
def iter_all(self, batch_size=500):
self.batch_sizes.append(batch_size)
for item in self._items:
yield item
def scan_vectors(self, offset=0, limit=100):
raise AssertionError("scan_vectors() must not be called when iter_all() exists")
class _MisShapedIterAllBackendStore:
"""Backend store whose ``iter_all`` attribute is not callable."""
iter_all = 42 # plain attribute, not a method
def __init__(self, items):
self._items = items
def scan_vectors(self, offset=0, limit=100):
return self._items[offset:offset + limit]
class VectorStoreScanVectorsTests(unittest.TestCase):
"""VectorStore.scan_vectors() / iter_vectors() backend-agnostic accessors."""
@@ -225,81 +192,6 @@ class VectorStoreScanVectorsTests(unittest.TestCase):
self.assertEqual(list(store.iter_vectors(batch_size=2)), [])
# ---------------------------------------------------------------------------
# VectorStore.iter_vectors() preference for a native iter_all()
# ---------------------------------------------------------------------------
class VectorStoreIterAllDispatchTests(unittest.TestCase):
"""iter_vectors() prefers a backend's native iter_all() when present.
Cursor-based backends cannot implement scan_vectors(offset, limit)
honestly, so they expose iter_all() instead and iter_vectors() routes to
it rather than walking offsets.
"""
def _persistent_store(self, backend_store, backend_name="qdrant"):
store = VectorStore(backend="inmemory", dimension=2)
store.backend = backend_name
store._backend_store = backend_store
return store
def test_iter_vectors_uses_iter_all_when_available(self):
items = [
{"id": "a", "vector": None, "metadata": {"n": 1}},
{"id": "b", "vector": None, "metadata": {"n": 2}},
]
backend = _IterAllBackendStore(items)
store = self._persistent_store(backend)
self.assertEqual(list(store.iter_vectors(batch_size=7)), items)
def test_iter_vectors_forwards_batch_size_to_iter_all(self):
backend = _IterAllBackendStore([])
store = self._persistent_store(backend)
list(store.iter_vectors(batch_size=32))
self.assertEqual(backend.batch_sizes, [32])
def test_iter_vectors_falls_back_to_scan_vectors_without_iter_all(self):
items = [{"id": "a", "vector": None, "metadata": {}}]
store = self._persistent_store(_ScanningBackendStore(items))
self.assertEqual(list(store.iter_vectors(batch_size=2)), items)
def test_iter_vectors_falls_back_when_iter_all_not_callable(self):
# A mis-shaped adapter exposing a non-callable ``iter_all`` must not be
# invoked; the offset path still has to work. Mirrors the count()
# precedent in _MisShapedBackendStore.
items = [{"id": "a", "vector": None, "metadata": {}}]
store = self._persistent_store(_MisShapedIterAllBackendStore(items))
self.assertEqual(list(store.iter_vectors(batch_size=2)), items)
def test_iter_vectors_inmemory_ignores_iter_all(self):
store = VectorStore(backend="inmemory", dimension=2)
store.store_vectors([np.array([1.0, 0.0])], [{"type": "a"}])
store._backend_store = _IterAllBackendStore([{"id": "wrong"}])
collected = list(store.iter_vectors(batch_size=2))
self.assertEqual([item["metadata"] for item in collected], [{"type": "a"}])
def test_iter_vectors_propagates_iter_all_errors(self):
# A scan that silently yields nothing is indistinguishable from an
# empty source, which would let `store migrate` report success having
# copied nothing (issue #1083).
class _FailingIterAll:
def iter_all(self, batch_size=500):
raise ProcessingError("backend unreachable")
yield # pragma: no cover - makes this a generator
store = self._persistent_store(_FailingIterAll())
with self.assertRaises(ProcessingError):
list(store.iter_vectors(batch_size=2))
# ---------------------------------------------------------------------------
# VectorManager tests — inmemory backend
# ---------------------------------------------------------------------------