Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-10-19 22:14 UTC

litestar-org / advanced-alchemy

A carefully crafted, thoroughly tested, optimized companion library for SQLAlchemy

PythonMIT★ 812 stars⑂ 84 forkssince Sep 2023View on GitHub ↗

KindCommand-line toolLibraryhow this is determined

#duckdb #fastapi #litestar #mysql #oracle-db #postgresql #sanic #spanner #sqlalchemy #sqlite #starlette #alembic #repository-pattern #mssql #cockroachdb #litestar-org #flask #sqlmodel

litestar-org/advanced-alchemy holds a health index of 94 out of 100, placing it in the Exceptional band. It scores highest on Engineering Quality (92/100) and lowest on Security (70/100). It was last updated today. A single contributor accounts for most of its recent work.

overall / 100

Exceptional

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean, calibrated against the distribution of the public record so bands carry percentile meaning; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At Risk ceiling of 34.

Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)

Score profile

Each axis is a category. The shape matters more than the average — a healthy subject fills the whole shape, while a spike-and-crater profile means strength in one dimension is masking risk in another.

The weighted overall 81 is calibrated to 94 on the published index scale (record calibration 2026-08-02).

Ownership

LitestarOrganization · verified domain

406 followers51 public repossince Jan 2022

This repository is backed by an organization — shared, accountable stewardship that can outlive any single maintainer.

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	advanced_alchemy	1.12.0	702,882	120	0 days ago	alembic fastapi flask litestar sanic sqlalchemy

Metrics by category

Vitality

Is the project alive — is code being written and are releases shipping?

90Excellent · 21% of overall

Development activity

83Excellent

How it's scored

36/36	Push recency — last push 0 days ago
19.4/36	Commit cadence — 28/52 weeks with commits
18/18	Commit volume — 119 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	119
human_commit_share	0.77
days_since_last_push	0
active_weeks_last_year	28

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 0 days ago
27/27	Release cadence — a release every ~34.5 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	v1.12.0
releases_from_tags	no
days_since_latest_release	0
mean_days_between_releases	34.5

Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.

Community & Adoption

Does the project have users, downloads, attention, and a welcoming setup for contributors?

84Excellent · 17% of overall

Popularity & adoption

69Good

How it's scored

47.2/60	Stars — 812 stars
16/25	Forks — 84 forks
6.2/15	Watchers — 14 watchers

Inputs used

forks	84
stars	812
watchers	14
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (MIT)
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	17
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	codecov.io, github.com, shields.io, sonarcloud.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

98Exceptional

How it's scored

78/80	Monthly downloads — 702,882 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	advanced_alchemy
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	702,882
unverified_packages_excluded	—

Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?

73Good · 23% of overall

Maintainer resilience (bus factor)

40Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
7.7/22.5	Commit distribution — top contributor authored 66% of commits
13.5/13.5	Contributor breadth — 59 contributors
10/10	OpenSSF Scorecard: Contributors — project has 20 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	59
top_contributor_share	0.658

Issue & PR responsiveness

72Good

How it's scored

33.6/42	Issue resolution — 80% of issues closed
25.8/30	PR acceptance — 506/588 decided PRs merged
6.5/13	Newcomer PR acceptance — 1/2 first-time contributors' PRs merged in 30d
6/15	OpenSSF Scorecard: Code-Review — Found 13/30 approved changesets -- score normalized to 4

Inputs used

merged_prs	506
open_issues	38
closed_issues	152
prs_merged_7d	2
prs_decided_7d	2
prs_merged_30d	3
prs_decided_30d	4
issue_closed_ratio	0.8
closed_unmerged_prs	82
first_time_authors_30d	2
first_time_prs_merged_30d	1
first_time_prs_decided_30d	2

Ownership & stewardship

91Excellent

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
18.8/25	Owner reach — 406 followers of litestar-org
22.1/25	Track record — 51 public repos, account ~4 yr old

Inputs used

followers	406
owner_type	Organization
is_verified	yes
owner_login	litestar-org
public_repos	51
account_age_days	1,747

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 0 days ago
20/20	Version history — 120 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	advanced_alchemy
ecosystems	pypi
any_deprecated	no
min_days_since_publish	0

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 9 workflow(s)
24/24	Tests present
16/16	Linter config — pyproject.toml ([tool.ruff], [tool.black])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — http://advanced-alchemy.litestar.dev/
10/10	Repository description
10/10	Topics — 18 topics
0/10	Wiki

Inputs used

topics	duckdb, fastapi, litestar, mysql, oracle-db, postgresql, sanic, spanner, sqlalchemy, sqlite, starlette, alembic, repository-pattern, mssql, cockroachdb, litestar-org, flask, sqlmodel
has_wiki	no
homepage	http://advanced-alchemy.litestar.dev/
docs_site	http://advanced-alchemy.litestar.dev/
has_readme	yes
has_docs_dir	yes
has_description	yes

Security

Are visible security and supply-chain practices strong, without unresolved high-risk jurisdiction exposure?

70Good · 16% of overall

Security posture

63Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3/7.5	Code-Review — Found 13/30 approved changesets -- score normalized to 4
2.5/2.5	Contributors — project has 20 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
5/5	SAST — SAST tool is run on all commits
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 74 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	6.3

Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	176
affected_packages	29
assessed_packages	367
unassessed_packages	0
affected_by_severity	critical 3, high 17, moderate 9
direct_affected_packages	0

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 367 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

How well is the repo equipped to be developed and maintained with AI coding agents? Carries a deliberately small weight (4%): agent tooling is a real maintenance signal, but a repository with none can still reach 100/100.

71Good · 4% of overall

Agent context & guidance

40Weak

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 77 of 77 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

80Excellent

How it's scored

18/18	One-command bootstrap — Makefile
22/22	Automated tests
11/11	Lint / format config — pyproject.toml ([tool.ruff], [tool.black])
11/11	Static type checking — advanced_alchemy/py.typed
10/10	Reproducible environment — lockfile
0/10	Demonstrated agent practice — no agent-authored commits among the last 100
8/8	Automated maintenance — 23 of the last 100 commits are automated dependency updates
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	advanced_alchemy/py.typed
agent_commit_share	0
toolchain_manifests	—
dependency_bot_commit_share	0.23

Code legibility for models

80Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (advanced_alchemy/py.typed)
53/55	Manageable file sizes — 10/280 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	172,574
source_files_sampled	280
oversized_source_files	10

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20	MCP server — not applicable to this kind of software
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	no
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto), MCP server. Remaining weights renormalized.

Key facts

812GitHub stars

59contributors

119commits, last 12 months

0days since last push

100releases

1bus factor

38open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
deps.dev does not index pypi:advanced_alchemy@1.12.0; advisories assessed against the repository dependency graph instead

More detail

Star and fork history 0 ★ / 84 ⇿

0Stars

84Forks

99Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

Major 1Minor 39Patch 57

Each point covers 3 days.

OpenSSF Scorecard 6.3 / 10

6.3aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-10-19 22:14 UTC

10	Binary-Artifacts	no binaries found in the repo
5	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
4	Code-Review	Found 13/30 approved changesets -- score normalized to 4
10	Contributors	project has 20 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	11 commit(s) and 3 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
10	SAST	SAST tool is run on all commits
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	74 existing vulnerabilities detected

Direct dependencies 6

Registry	Package	Version constraint	Manifest
PyPI	sqlalchemy	`>=2.0.41`	pyproject.toml
PyPI	alembic	`>=1.12.0`	pyproject.toml
PyPI	typing-extensions	`>=4.0.0`	pyproject.toml
PyPI	greenlet	`—`	pyproject.toml
PyPI	eval-type-backport	`—`	pyproject.toml
PyPI	exceptiongroup	`—`	pyproject.toml

All dependencies 367

Full resolved dependency set from the GitHub dependency graph: 8 direct and 359 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	alembic	`1.16.5`	direct
PyPI	alembic	`1.18.5`	direct
PyPI	eval-type-backport	`0.4.0`	direct
PyPI	exceptiongroup	`1.3.1`	direct
PyPI	greenlet	`3.2.5`	direct
PyPI	greenlet	`3.5.3`	direct
PyPI	sqlalchemy	`2.0.51`	direct
PyPI	typing-extensions	`4.16.0`	direct
PyPI	accessible-pygments	`0.0.5`	indirect
PyPI	advanced-alchemy	`1.12.0`	indirect
PyPI	aiobotocore	`2.26.0`	indirect
PyPI	aiobotocore	`3.8.0`	indirect
PyPI	aiofiles	`25.1.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiohttp	`3.13.5`	indirect
PyPI	aiohttp	`3.14.2`	indirect
PyPI	aioitertools	`0.13.0`	indirect
PyPI	aioodbc	`0.5.0`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	aiosqlite	`0.22.1`	indirect
PyPI	alabaster	`0.7.16`	indirect
PyPI	alabaster	`1.0.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	argon2-cffi	`23.1.0`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	asgi-lifespan	`2.1.0`	indirect
PyPI	asgiref	`3.11.1`	indirect
PyPI	asgiref	`3.12.1`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	asyncmy	`0.2.11`	indirect
PyPI	asyncpg	`0.31.0`	indirect
PyPI	asyncpg-stubs	`0.31.3`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	auto-pytabs	`0.5.0`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	backports-asyncio-runner	`1.2.0`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	botocore	`1.41.5`	indirect
PyPI	botocore	`1.43.46`	indirect
PyPI	bracex	`2.6`	indirect
PyPI	bracex	`3.0.1`	indirect
PyPI	bump-my-version	`1.4.1`	indirect
PyPI	cattrs	`25.3.0`	indirect
PyPI	cattrs	`26.1.0`	indirect
PyPI	certifi	`2026.6.17`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cffi	`2.1.0`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	cfgv	`3.5.0`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click	`8.1.8`	indirect
PyPI	click	`8.3.3`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coverage	`7.10.7`	indirect
PyPI	coverage	`7.15.2`	indirect
PyPI	cryptography	`47.0.0`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	detect-installer	`0.1.0`	indirect
PyPI	dishka	`1.10.1`	indirect
PyPI	distlib	`0.4.3`	indirect
PyPI	dnspython	`2.7.0`	indirect
PyPI	dnspython	`2.8.0`	indirect
PyPI	docker	`7.2.0`	indirect
PyPI	docutils	`0.21.2`	indirect
PyPI	docutils	`0.22.4`	indirect
PyPI	dogpile-cache	`1.4.1`	indirect
PyPI	dogpile-cache	`1.5.0`	indirect
PyPI	duckdb	`1.4.5`	indirect
PyPI	duckdb	`1.5.4`	indirect
PyPI	duckdb-engine	`0.17.0`	indirect
PyPI	editorconfig	`0.17.1`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	faker	`37.12.0`	indirect
PyPI	faker	`40.32.0`	indirect
PyPI	fastapi	`0.128.8`	indirect
PyPI	fastapi	`0.139.2`	indirect
PyPI	fastapi-cli	`0.0.22`	indirect
PyPI	fastapi-cli	`0.0.32`	indirect
PyPI	fastapi-cloud-cli	`0.12.0`	indirect
PyPI	fastapi-cloud-cli	`0.22.2`	indirect
PyPI	fastar	`0.11.0`	indirect
PyPI	fastnanoid	`0.4.3`	indirect
PyPI	filelock	`3.19.1`	indirect
PyPI	filelock	`3.29.0`	indirect
PyPI	flask	`3.1.3`	indirect
PyPI	flask-sqlalchemy	`3.1.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2025.10.0`	indirect
PyPI	fsspec	`2026.6.0`	indirect
PyPI	google-api-core	`2.30.3`	indirect
PyPI	google-api-core	`2.32.0`	indirect
PyPI	google-auth	`2.50.0`	indirect
PyPI	google-auth	`2.56.1`	indirect
PyPI	google-cloud-bigquery	`3.41.0`	indirect
PyPI	google-cloud-bigquery	`3.42.2`	indirect
PyPI	google-cloud-core	`2.5.1`	indirect
PyPI	google-cloud-core	`2.6.0`	indirect
PyPI	google-cloud-monitoring	`2.30.0`	indirect
PyPI	google-cloud-monitoring	`2.31.0`	indirect
PyPI	google-cloud-spanner	`3.66.0`	indirect
PyPI	google-cloud-spanner	`3.69.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-resumable-media	`2.10.0`	indirect
PyPI	google-resumable-media	`2.8.2`	indirect
PyPI	googleapis-common-protos	`1.75.0`	indirect
PyPI	grpc-google-iam-v1	`0.14.4`	indirect
PyPI	grpc-interceptor	`0.15.4`	indirect
PyPI	grpcio	`1.80.0`	indirect
PyPI	grpcio	`1.82.1`	indirect
PyPI	grpcio-status	`1.80.0`	indirect
PyPI	grpcio-status	`1.82.1`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	html5tagger	`1.3.0`	indirect
PyPI	html5tagger	`2.0.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpcore2	`2.0.0`	indirect
PyPI	httpcore2	`2.7.0`	indirect
PyPI	httptools	`0.8.0`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx2	`2.0.0`	indirect
PyPI	httpx2	`2.7.0`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	identify	`2.6.19`	indirect
PyPI	idna	`3.18`	indirect
PyPI	imagesize	`1.5.0`	indirect
PyPI	imagesize	`2.0.0`	indirect
PyPI	importlib-metadata	`8.7.1`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	jsbeautifier	`2.0.3`	indirect
PyPI	librt	`0.13.0`	indirect
PyPI	litestar	`2.24.0`	indirect
PyPI	litestar-htmx	`0.5.0`	indirect
PyPI	mako	`1.3.12`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	mdit-py-plugins	`0.4.2`	indirect
PyPI	mdit-py-plugins	`0.6.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mmh3	`5.2.0`	indirect
PyPI	mmh3	`5.2.1`	indirect
PyPI	msgspec	`0.20.0`	indirect
PyPI	msgspec	`0.21.1`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	multipart	`1.3.1`	indirect
PyPI	multipart	`2.0.0`	indirect
PyPI	mypy	`1.19.1`	indirect
PyPI	mypy	`1.20.2`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	myst-parser	`3.0.1`	indirect
PyPI	myst-parser	`4.0.1`	indirect
PyPI	myst-parser	`5.1.0`	indirect
PyPI	nodeenv	`1.10.0`	indirect
PyPI	numpy	`2.0.2`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.4.6`	indirect
PyPI	obstore	`0.11.0`	indirect
PyPI	obstore	`0.8.2`	indirect
PyPI	opentelemetry-api	`1.41.1`	indirect
PyPI	opentelemetry-api	`1.44.0`	indirect
PyPI	opentelemetry-resourcedetector-gcp	`1.12.0a0`	indirect
PyPI	opentelemetry-sdk	`1.41.1`	indirect
PyPI	opentelemetry-sdk	`1.44.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.62b1`	indirect
PyPI	opentelemetry-semantic-conventions	`0.65b0`	indirect
PyPI	oracledb	`4.0.2`	indirect
PyPI	orjson	`3.11.5`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	passlib	`1.7.4`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pgvector	`0.4.2`	indirect
PyPI	pgvector	`0.5.0`	indirect
PyPI	platformdirs	`4.11.0`	indirect
PyPI	platformdirs	`4.4.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	polyfactory	`3.3.0`	indirect
PyPI	pre-commit	`4.3.0`	indirect
PyPI	pre-commit	`4.6.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	proto-plus	`1.27.2`	indirect
PyPI	proto-plus	`1.28.1`	indirect
PyPI	protobuf	`6.33.6`	indirect
PyPI	protobuf	`7.35.1`	indirect
PyPI	psycopg	`3.2.13`	indirect
PyPI	psycopg	`3.3.4`	indirect
PyPI	psycopg-binary	`3.2.13`	indirect
PyPI	psycopg-binary	`3.3.4`	indirect
PyPI	psycopg-pool	`3.2.8`	indirect
PyPI	psycopg-pool	`3.3.1`	indirect
PyPI	psycopg2-binary	`2.9.12`	indirect
PyPI	pwdlib	`0.2.1`	indirect
PyPI	pwdlib	`0.3.0`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic	`2.13.4`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pydantic-extra-types	`2.11.1`	indirect
PyPI	pydantic-settings	`2.11.0`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pygments-styles	`0.3.0`	indirect
PyPI	pyodbc	`5.3.0`	indirect
PyPI	pyotp	`2.10.0`	indirect
PyPI	pyright	`1.1.411`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest	`9.1.1`	indirect
PyPI	pytest-asyncio	`1.2.0`	indirect
PyPI	pytest-asyncio	`1.4.0`	indirect
PyPI	pytest-click	`1.1.0`	indirect
PyPI	pytest-cov	`7.1.0`	indirect
PyPI	pytest-databases	`0.19.0`	indirect
PyPI	pytest-lazy-fixtures	`1.4.0`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-rerunfailures	`16.0.1`	indirect
PyPI	pytest-rerunfailures	`16.4`	indirect
PyPI	pytest-sugar	`1.1.1`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-discovery	`1.5.0`	indirect
PyPI	python-dotenv	`1.2.1`	indirect
PyPI	python-dotenv	`1.2.2`	indirect
PyPI	python-multipart	`0.0.20`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	pytz	`2026.2`	indirect
PyPI	pywin32	`312`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	questionary	`2.1.1`	indirect
PyPI	requests	`2.32.5`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	rich	`15.0.0`	indirect
PyPI	rich-click	`1.9.8`	indirect
PyPI	rich-toolkit	`0.20.3`	indirect
PyPI	rignore	`0.8.0`	indirect
PyPI	roman-numerals	`4.1.0`	indirect
PyPI	ruff	`0.15.22`	indirect
PyPI	s3fs	`2025.10.0`	indirect
PyPI	s3fs	`2026.6.0`	indirect
PyPI	sanic	`25.12.1`	indirect
PyPI	sanic	`25.3.0`	indirect
PyPI	sanic-ext	`24.12.0`	indirect
PyPI	sanic-ext	`25.12.0`	indirect
PyPI	sanic-routing	`23.12.0`	indirect
PyPI	sanic-testing	`24.6.0`	indirect
PyPI	sentry-sdk	`2.66.0`	indirect
PyPI	setuptools	`82.0.1`	indirect
PyPI	setuptools	`83.0.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	shibuya	`2025.10.21`	indirect
PyPI	shibuya	`2026.7.12`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	slotscheck	`0.19.1`	indirect
PyPI	slotscheck	`0.20.1`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	snowballstemmer	`3.1.1`	indirect
PyPI	sphinx	`7.4.7`	indirect
PyPI	sphinx	`8.1.3`	indirect
PyPI	sphinx	`9.0.4`	indirect
PyPI	sphinx	`9.1.0`	indirect
PyPI	sphinx-autobuild	`2024.10.3`	indirect
PyPI	sphinx-autobuild	`2025.8.25`	indirect
PyPI	sphinx-autodoc-typehints	`2.3.0`	indirect
PyPI	sphinx-autodoc-typehints	`3.0.1`	indirect
PyPI	sphinx-autodoc-typehints	`3.13.0`	indirect
PyPI	sphinx-autodoc-typehints	`3.6.1`	indirect
PyPI	sphinx-click	`6.0.0`	indirect
PyPI	sphinx-click	`6.2.0`	indirect
PyPI	sphinx-copybutton	`0.5.2`	indirect
PyPI	sphinx-design	`0.6.1`	indirect
PyPI	sphinx-design	`0.7.0`	indirect
PyPI	sphinx-paramlinks	`0.6.0`	indirect
PyPI	sphinx-togglebutton	`0.4.5`	indirect
PyPI	sphinxcontrib-applehelp	`2.0.0`	indirect
PyPI	sphinxcontrib-devhelp	`2.0.0`	indirect
PyPI	sphinxcontrib-htmlhelp	`2.1.0`	indirect
PyPI	sphinxcontrib-jsmath	`1.0.1`	indirect
PyPI	sphinxcontrib-mermaid	`1.2.3`	indirect
PyPI	sphinxcontrib-mermaid	`2.1.0`	indirect
PyPI	sphinxcontrib-qthelp	`2.0.0`	indirect
PyPI	sphinxcontrib-serializinghtml	`2.0.0`	indirect
PyPI	sqlalchemy-cockroachdb	`2.0.4`	indirect
PyPI	sqlalchemy-spanner	`1.18.0`	indirect
PyPI	sqlalchemy-spanner	`1.19.0`	indirect
PyPI	sqlmodel	`0.0.34`	indirect
PyPI	sqlmodel	`0.0.39`	indirect
PyPI	sqlparse	`0.5.5`	indirect
PyPI	starlette	`0.49.3`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	stevedore	`5.5.0`	indirect
PyPI	stevedore	`5.8.0`	indirect
PyPI	stevedore	`5.9.0`	indirect
PyPI	sybil	`10.1.0`	indirect
PyPI	sybil	`9.3.0`	indirect
PyPI	termcolor	`3.1.0`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	time-machine	`2.19.0`	indirect
PyPI	time-machine	`3.2.0`	indirect
PyPI	tomli	`2.4.1`	indirect
PyPI	tomlkit	`0.15.1`	indirect
PyPI	tracerite	`2.3.1`	indirect
PyPI	truststore	`0.10.4`	indirect
PyPI	typer	`0.23.2`	indirect
PyPI	typer	`0.27.0`	indirect
PyPI	types-aiofiles	`25.1.0.20251011`	indirect
PyPI	types-aiofiles	`25.1.0.20260518`	indirect
PyPI	types-colorama	`0.4.15.20250801`	indirect
PyPI	types-colorama	`0.4.15.20260508`	indirect
PyPI	types-cryptography	`3.3.23.2`	indirect
PyPI	types-docutils	`0.22.3.20251115`	indirect
PyPI	types-docutils	`0.22.3.20260712`	indirect
PyPI	types-passlib	`1.7.7.20250602`	indirect
PyPI	types-passlib	`1.7.7.20260211`	indirect
PyPI	types-pillow	`10.2.0.20240822`	indirect
PyPI	types-psycopg2	`2.9.21.20251012`	indirect
PyPI	types-psycopg2	`2.9.21.20260712`	indirect
PyPI	types-pygments	`2.19.0.20251121`	indirect
PyPI	types-pygments	`2.20.0.20260518`	indirect
PyPI	types-pymysql	`1.1.0.20251220`	indirect
PyPI	types-pymysql	`1.1.0.20260518`	indirect
PyPI	types-python-dateutil	`2.9.0.20260124`	indirect
PyPI	types-python-dateutil	`2.9.0.20260716`	indirect
PyPI	types-pytz	`2025.2.0.20251108`	indirect
PyPI	types-pytz	`2026.2.0.20260518`	indirect
PyPI	types-pyyaml	`6.0.12.20250915`	indirect
PyPI	types-pyyaml	`6.0.12.20260518`	indirect
PyPI	types-ujson	`5.10.0.20250822`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2026.3`	indirect
PyPI	ujson	`5.11.0`	indirect
PyPI	ujson	`5.13.0`	indirect
PyPI	urllib3	`1.26.20`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	uuid-utils	`0.15.0`	indirect
PyPI	uuid-utils	`0.17.0`	indirect
PyPI	uvicorn	`0.39.0`	indirect
PyPI	uvicorn	`0.51.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	virtualenv	`20.35.4`	indirect
PyPI	virtualenv	`21.7.0`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	watchfiles	`1.2.0`	indirect
PyPI	wcmatch	`10.1`	indirect
PyPI	wcmatch	`11.0`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	websockets	`16.1.1`	indirect
PyPI	werkzeug	`3.1.8`	indirect
PyPI	wheel	`0.47.0`	indirect
PyPI	wrapt	`1.17.3`	indirect
PyPI	wrapt	`2.2.2`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	yarl	`1.24.5`	indirect
PyPI	zipp	`3.23.1`	indirect

Dependency advisories 29

This repository publishes no package the index resolves, so its own dependency graph was assessed — 367 packages, which also include development and test pins that never ship: 29 carry known advisories, of which 0 are direct.

Package	Version	Relation	Severity	Advisories	Fixed in
anyio	`4.12.1`	indirect	critical	4	`4.14.2`
anyio	`4.13.0`	indirect	critical	4	`4.14.2`
asyncmy	`0.2.11`	indirect	critical	2	—
aiohttp	`3.13.5`	indirect	high	31	`3.14.4`
aiohttp	`3.14.2`	indirect	high	5	`3.14.4`
cryptography	`47.0.0`	indirect	high	7	`50.0.0`
fsspec	`2025.10.0`	indirect	high	2	`2026.6.0`
httpcore2	`2.0.0`	indirect	high	2	`2.10.0`
httpcore2	`2.7.0`	indirect	high	2	`2.10.0`
httpx2	`2.0.0`	indirect	high	6	`2.12.0`
httpx2	`2.7.0`	indirect	high	10	`2.12.0`
orjson	`3.11.5`	indirect	high	1	`3.11.6`
python-multipart	`0.0.20`	indirect	high	14	`0.0.31`
sqlparse	`0.5.5`	indirect	high	10	`0.6.0`
starlette	`0.49.3`	indirect	high	10	`1.3.1`
ujson	`5.11.0`	indirect	high	8	`5.13.0`
urllib3	`1.26.20`	indirect	high	14	`2.8.0`
urllib3	`2.7.0`	indirect	high	6	`2.8.0`
virtualenv	`20.35.4`	indirect	high	10	`21.7.13`
virtualenv	`21.7.0`	indirect	high	8	`21.7.13`
cryptography	`49.0.0`	indirect	moderate	2	`50.0.0`
filelock	`3.19.1`	indirect	moderate	4	`3.20.3`
mako	`1.3.12`	indirect	moderate	2	`1.4.2`
multidict	`6.7.1`	indirect	moderate	2	`6.9.1`
pytest	`8.4.2`	indirect	moderate	2	`9.0.3`
python-dotenv	`1.2.1`	indirect	moderate	2	`1.2.2`
requests	`2.32.5`	indirect	moderate	2	`2.33.0`
setuptools	`82.0.1`	indirect	moderate	2	`83.0.0`
werkzeug	`3.1.8`	indirect	moderate	2	`3.1.9`

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

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Scores are signals, not warranties. They reflect publicly visible practices on GitHub — not a code audit, and not a security guarantee.

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.34.0 — full methodology · metrics wiki.

How one result sits in the wider record: aggregate statistics — PyPI.

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