Software health reportschema 0.27.0 · metrics 2.5.0 · 2026-07-28 08:29 UTC

alibaba / loongsuite-python

PythonApache-2.0★ 119 stars⑂ 33 forkssince May 2025View on GitHub ↗

alibaba/loongsuite-python holds a health index of 90 out of 100, placing it in the Excellent band. It scores highest on Vitality (99/100) and lowest on Security (42/100). It was last updated today. 7 contributors account for most of its recent work.

overall / 100

Excellent

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 76 is calibrated to 90 on the published index scale (record calibration 2026-08-02).

Ownership

AlibabaOrganization

20,503 followers540 public repossince Jul 2012

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
PyPI	loongsuite-distro	0.7.0	-	7	25 days ago
PyPI	opentelemetry-distropoints to another repo — not scored	0.65b0	-	63	11 days ago
PyPI	loongsuite-site-bootstrap	0.7.0	1,383	6	25 days ago
PyPI	opentelemetry-instrumentationpoints to another repo — not scored	0.65b0	-	73	11 days ago
PyPI	opentelemetry-contrib-instrumentationspoints to another repo — not scored	0.65b0	-	46	11 days ago

Metrics by category

Vitality

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

99Exceptional · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 0 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 756 commits in the last year
0/10	OpenSSF Scorecard: Maintained — no data

Inputs used

commits_last_year	756
human_commit_share	1
days_since_last_push	0
active_weeks_last_year	51

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 7 releases published
36/36	Release recency — latest release 25 days ago
27/27	Release cadence — a release every ~20.8 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	7
latest_release_tag	v0.7.0
releases_from_tags	no
days_since_latest_release	25
mean_days_between_releases	20.8

Community & Adoption

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

60Moderate · 17% of overall

Popularity & adoption

49Weak

How it's scored

33.6/60	Stars — 119 stars
12.5/25	Forks — 33 forks
2.7/15	Watchers — 4 watchers

Inputs used

forks	33
stars	119
watchers	4
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

77Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
18/18	CONTRIBUTING guide
0/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	—
has_contributing	yes
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	yes

Ecosystem adoption (downloads)

52Moderate

How it's scored

41.9/80	Monthly downloads — 1,383 downloads/month across pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	loongsuite-distro, loongsuite-site-bootstrap
dependents	—
ecosystems	pypi
total_downloads	—
monthly_downloads	1,383

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?

85Excellent · 23% of overall

Maintainer resilience (bus factor)

93Exceptional

How it's scored

51.3/54	Bus factor — 7 contributor(s) cover half of all commits
18.6/22.5	Commit distribution — top contributor authored 18% of commits
13.5/13.5	Contributor breadth — 98 contributors
0/10	OpenSSF Scorecard: Contributors — no data

Inputs used

bus_factor	7
contributors_sampled	98
top_contributor_share	0.175

Issue & PR responsiveness

67Good

How it's scored

25.8/42	Issue resolution — 62% of issues closed
22.5/30	PR acceptance — 127/169 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — no data

Inputs used

merged_prs	127
open_issues	25
closed_issues	40
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	0.615
closed_unmerged_prs	42
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

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

Ownership & stewardship

80Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
25/25	Owner reach — 20,503 followers of alibaba
25/25	Track record — 540 public repos, account ~14 yr old

Inputs used

followers	20,503
owner_type	Organization
is_verified	—
owner_login	alibaba
public_repos	540
account_age_days	5,128

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 2 package(s) on pypi
35/35	Publish recency — latest publish 25 days ago
20/20	Version history — 7 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	loongsuite-distro, loongsuite-site-bootstrap
ecosystems	pypi
any_deprecated	no
min_days_since_publish	25

Engineering Quality

Are baseline engineering and documentation practices in place?

81Excellent · 19% of overall

Engineering practices

92Excellent

How it's scored

24/24	CI workflows — 22 workflow(s)
24/24	Tests present
16/16	Linter config — .pylintrc, tox.ini
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
0/20	OpenSSF Scorecard: CI-Tests — no data

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

65Good

How it's scored

30/30	README
25/25	Documentation directory
0/15	Documentation / homepage site
0/10	Repository description
0/10	Topics
10/10	Wiki

Inputs used

topics	—
has_wiki	yes
homepage	—
has_readme	yes
has_docs_dir	yes
has_description	no

Security

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

42Weak · 16% of overall

Security posture

27At Risk

How it's scored

0/30	Security policy (SECURITY.md)
0/25	Dependabot config
0/25	Dependency lockfiles — published library — lockfiles are an application concern, not expected
20/20	CodeQL workflow

Inputs used

source	file_signals
lockfiles	uv.lock
manifests	_template/pyproject.toml, loongsuite-distro/pyproject.toml, loongsuite-site-bootstrap/pyproject.toml, opentelemetry-contrib-instrumentations/pyproject.toml, opentelemetry-distro/pyproject.toml, opentelemetry-instrumentation/pyproject.toml, pyproject.toml
has_codeql_workflow	yes
has_security_policy	no
has_dependabot_config	no

Excluded from scoring (no data or not applicable): Dependency lockfiles. 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
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	7
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:loongsuite-distro@0.7.0 runtime dependency closure — what installing the published package pulls in — 7 packages. 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.

73Good · 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 — 93 of 100 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
legible_history_share	0.93
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

84Excellent

How it's scored

18/18	One-command bootstrap — docs/Makefile
22/22	Automated tests
11/11	Lint / format config — .pylintrc, tox.ini
11/11	Static type checking — instrumentation-genai/opentelemetry-instrumentation-vertexai/src/opentelemetry/instrumentation/vertexai/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-autogen/src/opentelemetry/instrumentation/autogen/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-microsoft-agent-framework/src/opentelemetry/instrumentation/microsoft_agent_framework/py.typed, instrumentation/opentelemetry-instrumentation-aiohttp-client/src/opentelemetry/instrumentation/aiohttp_client/py.typed, instrumentation/opentelemetry-instrumentation-aiokafka/src/opentelemetry/instrumentation/aiokafka/py.typed, instrumentation/opentelemetry-instrumentation-asyncclick/src/opentelemetry/instrumentation/asyncclick/py.typed, instrumentation/opentelemetry-instrumentation-dbapi/src/opentelemetry/instrumentation/dbapi/py.typed, instrumentation/opentelemetry-instrumentation-httpx/src/opentelemetry/instrumentation/httpx/py.typed, instrumentation/opentelemetry-instrumentation-jinja2/src/opentelemetry/instrumentation/jinja2/py.typed, instrumentation/opentelemetry-instrumentation-psycopg/src/opentelemetry/instrumentation/psycopg/py.typed, instrumentation/opentelemetry-instrumentation-pymongo/src/opentelemetry/instrumentation/pymongo/py.typed, instrumentation/opentelemetry-instrumentation-redis/src/opentelemetry/instrumentation/redis/py.typed, instrumentation/opentelemetry-instrumentation-requests/src/opentelemetry/instrumentation/requests/py.typed, instrumentation/opentelemetry-instrumentation-sqlite3/src/opentelemetry/instrumentation/sqlite3/py.typed, instrumentation/opentelemetry-instrumentation-starlette/src/opentelemetry/instrumentation/starlette/py.typed, instrumentation/opentelemetry-instrumentation-system-metrics/src/opentelemetry/instrumentation/system_metrics/py.typed, instrumentation/opentelemetry-instrumentation-urllib/src/opentelemetry/instrumentation/urllib/py.typed, instrumentation/opentelemetry-instrumentation-wsgi/src/opentelemetry/instrumentation/wsgi/py.typed, loongsuite-distro/src/loongsuite/distro/py.typed, opentelemetry-distro/src/opentelemetry/distro/py.typed, opentelemetry-instrumentation/src/opentelemetry/instrumentation/py.typed, util/opentelemetry-util-http/src/opentelemetry/util/http/py.typed
10/10	Reproducible environment — Dockerfile, lockfile
4/10	Demonstrated agent practice — 2 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
0/10	OpenSSF Scorecard: Pinned-Dependencies — no data

Inputs used

has_nix	no
has_tests	yes
lockfiles	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	docs/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	instrumentation-genai/opentelemetry-instrumentation-vertexai/src/opentelemetry/instrumentation/vertexai/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-autogen/src/opentelemetry/instrumentation/autogen/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-microsoft-agent-framework/src/opentelemetry/instrumentation/microsoft_agent_framework/py.typed, instrumentation/opentelemetry-instrumentation-aiohttp-client/src/opentelemetry/instrumentation/aiohttp_client/py.typed, instrumentation/opentelemetry-instrumentation-aiokafka/src/opentelemetry/instrumentation/aiokafka/py.typed, instrumentation/opentelemetry-instrumentation-asyncclick/src/opentelemetry/instrumentation/asyncclick/py.typed, instrumentation/opentelemetry-instrumentation-dbapi/src/opentelemetry/instrumentation/dbapi/py.typed, instrumentation/opentelemetry-instrumentation-httpx/src/opentelemetry/instrumentation/httpx/py.typed, instrumentation/opentelemetry-instrumentation-jinja2/src/opentelemetry/instrumentation/jinja2/py.typed, instrumentation/opentelemetry-instrumentation-psycopg/src/opentelemetry/instrumentation/psycopg/py.typed, instrumentation/opentelemetry-instrumentation-pymongo/src/opentelemetry/instrumentation/pymongo/py.typed, instrumentation/opentelemetry-instrumentation-redis/src/opentelemetry/instrumentation/redis/py.typed, instrumentation/opentelemetry-instrumentation-requests/src/opentelemetry/instrumentation/requests/py.typed, instrumentation/opentelemetry-instrumentation-sqlite3/src/opentelemetry/instrumentation/sqlite3/py.typed, instrumentation/opentelemetry-instrumentation-starlette/src/opentelemetry/instrumentation/starlette/py.typed, instrumentation/opentelemetry-instrumentation-system-metrics/src/opentelemetry/instrumentation/system_metrics/py.typed, instrumentation/opentelemetry-instrumentation-urllib/src/opentelemetry/instrumentation/urllib/py.typed, instrumentation/opentelemetry-instrumentation-wsgi/src/opentelemetry/instrumentation/wsgi/py.typed, loongsuite-distro/src/loongsuite/distro/py.typed, opentelemetry-distro/src/opentelemetry/distro/py.typed, opentelemetry-instrumentation/src/opentelemetry/instrumentation/py.typed, util/opentelemetry-util-http/src/opentelemetry/util/http/py.typed
agent_commit_share	0.02
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

82Excellent

How it's scored

27/45

Type-checkable code — Python with type-check config (instrumentation-genai/opentelemetry-instrumentation-vertexai/src/opentelemetry/instrumentation/vertexai/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-autogen/src/opentelemetry/instrumentation/autogen/py.typed, instrumentation-loongsuite/loongsuite-instrumentation-microsoft-agent-framework/src/opentelemetry/instrumentation/microsoft_agent_framework/py.typed, instrumentation/opentelemetry-instrumentation-aiohttp-client/src/opentelemetry/instrumentation/aiohttp_client/py.typed, instrumentation/opentelemetry-instrumentation-aiokafka/src/opentelemetry/instrumentation/aiokafka/py.typed, instrumentation/opentelemetry-instrumentation-asyncclick/src/opentelemetry/instrumentation/asyncclick/py.typed, instrumentation/opentelemetry-instrumentation-dbapi/src/opentelemetry/instrumentation/dbapi/py.typed, instrumentation/opentelemetry-instrumentation-httpx/src/opentelemetry/instrumentation/httpx/py.typed, instrumentation/opentelemetry-instrumentation-jinja2/src/opentelemetry/instrumentation/jinja2/py.typed, instrumentation/opentelemetry-instrumentation-psycopg/src/opentelemetry/instrumentation/psycopg/py.typed, instrumentation/opentelemetry-instrumentation-pymongo/src/opentelemetry/instrumentation/pymongo/py.typed, instrumentation/opentelemetry-instrumentation-redis/src/opentelemetry/instrumentation/redis/py.typed, instrumentation/opentelemetry-instrumentation-requests/src/opentelemetry/instrumentation/requests/py.typed, instrumentation/opentelemetry-instrumentation-sqlite3/src/opentelemetry/instrumentation/sqlite3/py.typed, instrumentation/opentelemetry-instrumentation-starlette/src/opentelemetry/instrumentation/starlette/py.typed, instrumentation/opentelemetry-instrumentation-system-metrics/src/opentelemetry/instrumentation/system_metrics/py.typed, instrumentation/opentelemetry-instrumentation-urllib/src/opentelemetry/instrumentation/urllib/py.typed, instrumentation/opentelemetry-instrumentation-wsgi/src/opentelemetry/instrumentation/wsgi/py.typed, loongsuite-distro/src/loongsuite/distro/py.typed, opentelemetry-distro/src/opentelemetry/distro/py.typed, opentelemetry-instrumentation/src/opentelemetry/instrumentation/py.typed, util/opentelemetry-util-http/src/opentelemetry/util/http/py.typed)

54.5/55

Manageable file sizes — 13/1,311 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	135,662
source_files_sampled	1,311
oversized_source_files	13

Machine-readable interfaces

100Exceptional

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — instrumentation/opentelemetry-instrumentation-grpc/tests/protobuf/test_server.proto
20/20	MCP server
40/40	Runnable examples — example, examples

Inputs used

example_dirs	example, examples
has_mcp_signal	yes
api_schema_files	instrumentation/opentelemetry-instrumentation-grpc/tests/protobuf/test_server.proto

Key facts

119GitHub stars

98contributors

756commits, last 12 months

0days since last push

7releases

7bus factor

25open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'opentelemetry-python-contrib' from its registry
Could not fetch pypi package '<REPLACE ME>' from its registry
pypi package 'opentelemetry-distro' points at a different repository (https://github.com/open-telemetry/opentelemetry-python-contrib); excluded from ecosystem scoring
pypi package 'opentelemetry-instrumentation' points at a different repository (https://github.com/open-telemetry/opentelemetry-python-contrib); excluded from ecosystem scoring
pypi package 'opentelemetry-contrib-instrumentations' points at a different repository (https://github.com/open-telemetry/opentelemetry-python-contrib); excluded from ecosystem scoring
OpenSSF Scorecard did not return a usable result (2026/07/28 08:26:52 Warning: PATs stored in env variables GITHUB_AUTH_TOKEN and GITHUB_TOKEN differ. Scorecard will use the former.); skipping Scorecard checks

More detail

Star and fork history 0 ★ / 33 ⇿

0Stars

33Forks

7Releases

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 0Minor 7Patch 0

Each point covers 2 days.

Direct dependencies 127

Registry	Package	Version constraint	Manifest
PyPI	opentelemetry-api	`~= 1.12`	_template/pyproject.toml
PyPI	opentelemetry-api	`~= 1.12`	loongsuite-distro/pyproject.toml
PyPI	opentelemetry-sdk	`~= 1.13`	loongsuite-distro/pyproject.toml
PyPI	opentelemetry-instrumentation	`>= 0.58b0`	loongsuite-distro/pyproject.toml
PyPI	packaging	`—`	loongsuite-distro/pyproject.toml
PyPI	loongsuite-distro	`—`	loongsuite-site-bootstrap/pyproject.toml
PyPI	opentelemetry-instrumentation-aio-pika	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-aiohttp-client	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-aiohttp-server	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-aiokafka	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-aiopg	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-asgi	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-asyncclick	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-asyncio	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-asyncpg	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-aws-lambda	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-boto	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-boto3sqs	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-botocore	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-cassandra	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-celery	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-click	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-confluent-kafka	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-dbapi	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-django	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-elasticsearch	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-falcon	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-fastapi	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-flask	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-grpc	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-httpx	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-jinja2	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-kafka-python	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-logging	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-mysql	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-mysqlclient	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pika	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-psycopg	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-psycopg2	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pymemcache	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pymongo	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pymssql	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pymysql	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-pyramid	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-redis	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-remoulade	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-requests	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-sqlalchemy	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-sqlite3	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-starlette	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-system-metrics	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-threading	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-tornado	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-tortoiseorm	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-urllib	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-urllib3	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-instrumentation-wsgi	`==0.62b0.dev`	opentelemetry-contrib-instrumentations/pyproject.toml
PyPI	opentelemetry-api	`~= 1.12`	opentelemetry-distro/pyproject.toml
PyPI	opentelemetry-instrumentation	`== 0.62b0.dev`	opentelemetry-distro/pyproject.toml
PyPI	opentelemetry-sdk	`~= 1.13`	opentelemetry-distro/pyproject.toml
PyPI	opentelemetry-api	`~= 1.4`	opentelemetry-instrumentation/pyproject.toml
PyPI	opentelemetry-semantic-conventions	`== 0.62b0.dev`	opentelemetry-instrumentation/pyproject.toml
PyPI	wrapt	`>= 1.0.0, < 2.0.0`	opentelemetry-instrumentation/pyproject.toml
PyPI	packaging	`>= 18.0`	opentelemetry-instrumentation/pyproject.toml
PyPI	opentelemetry-api	`—`	pyproject.toml
PyPI	opentelemetry-sdk	`—`	pyproject.toml
PyPI	opentelemetry-semantic-conventions	`—`	pyproject.toml
PyPI	opentelemetry-test-utils	`—`	pyproject.toml
PyPI	opentelemetry-exporter-prometheus-remote-write	`—`	pyproject.toml
PyPI	opentelemetry-exporter-richconsole	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aio-pika	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aiohttp-client	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aiohttp-server	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aiokafka	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aiopg	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-asgi	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-asyncio	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-asyncpg	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-aws-lambda	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-boto	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-boto3sqs	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-botocore	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-cassandra	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-celery	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-click	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-confluent-kafka	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-dbapi	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-django	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-elasticsearch	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-falcon	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-fastapi	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-flask	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-grpc	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-httpx	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-jinja2	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-kafka-python	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-kafka-python	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-logging	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-mysql	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-mysqlclient	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-pika	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-psycopg	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-psycopg2	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-psycopg2	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-pymemcache	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-pymongo	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-pymysql	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-pyramid	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-redis	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-remoulade	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-requests	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-sqlalchemy	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-sqlite3	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-system-metrics	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-threading	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-tornado	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-tortoiseorm	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-urllib	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-urllib3	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-wsgi	`—`	pyproject.toml
PyPI	opentelemetry-propagator-ot-trace	`—`	pyproject.toml
PyPI	opentelemetry-propagator-aws-xray	`—`	pyproject.toml
PyPI	opentelemetry-util-http	`—`	pyproject.toml
PyPI	opentelemetry-util-genai	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-vertexai	`—`	pyproject.toml
PyPI	opentelemetry-instrumentation-openai-v2	`—`	pyproject.toml

All dependencies 659

Full resolved dependency set from the GitHub dependency graph: 88 direct and 571 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	loongsuite-distro	`—`	direct
PyPI	opentelemetry-api	`—`	direct
PyPI	opentelemetry-api	`1.28`	direct
PyPI	opentelemetry-api	`1.34.0.dev0`	direct
PyPI	opentelemetry-api	`1.37`	direct
PyPI	opentelemetry-api	`1.37.0`	direct
PyPI	opentelemetry-instrumentation	`—`	direct
PyPI	opentelemetry-instrumentation	`0.49b0`	direct
PyPI	opentelemetry-instrumentation	`0.58b0`	direct
PyPI	opentelemetry-instrumentation	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aio-pika	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aiohttp-client	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aiohttp-server	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aiokafka	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aiopg	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-asgi	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-asyncclick	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-asyncio	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-asyncpg	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-aws-lambda	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-boto	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-boto3sqs	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-botocore	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-cassandra	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-celery	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-click	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-confluent-kafka	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-dbapi	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-django	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-elasticsearch	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-falcon	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-fastapi	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-flask	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-grpc	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-httpx	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-jinja2	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-kafka-python	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-logging	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-mysql	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-mysqlclient	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pika	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-psycopg	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-psycopg2	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pymemcache	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pymongo	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pymssql	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pymysql	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-pyramid	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-redis	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-remoulade	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-requests	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-sqlalchemy	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-sqlite3	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-starlette	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-system-metrics	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-threading	`—`	direct
PyPI	opentelemetry-instrumentation-threading	`0.58b0`	direct
PyPI	opentelemetry-instrumentation-threading	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-tornado	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-tortoiseorm	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-urllib	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-urllib3	`0.62b0.dev`	direct
PyPI	opentelemetry-instrumentation-wsgi	`0.62b0.dev`	direct
PyPI	opentelemetry-propagator-aws-xray	`—`	direct
PyPI	opentelemetry-sdk	`—`	direct
PyPI	opentelemetry-sdk	`1.28`	direct
PyPI	opentelemetry-sdk	`1.34.0.dev0`	direct
PyPI	opentelemetry-sdk	`1.37`	direct
PyPI	opentelemetry-sdk	`1.37.0`	direct
PyPI	opentelemetry-semantic-conventions	`—`	direct
PyPI	opentelemetry-semantic-conventions	`0.49b0`	direct
PyPI	opentelemetry-semantic-conventions	`0.55b0.dev0`	direct
PyPI	opentelemetry-semantic-conventions	`0.58b0`	direct
PyPI	opentelemetry-semantic-conventions	`0.62b0.dev`	direct
PyPI	opentelemetry-test-utils	`—`	direct
PyPI	opentelemetry-test-utils	`0.55b0.dev0`	direct
PyPI	opentelemetry-util-genai	`—`	direct
PyPI	opentelemetry-util-genai	`0.3b0`	direct
PyPI	opentelemetry-util-http	`0.62b0.dev`	direct
PyPI	packaging	`—`	direct
PyPI	packaging	`24.0`	direct
PyPI	packaging	`24.1`	direct
PyPI	packaging	`24.2`	direct
PyPI	wrapt	`—`	direct
PyPI	wrapt	`1.16.0`	direct
PyPI	wrapt	`1.17.0`	direct
PyPI	wrapt	`1.17.2`	direct
PyPI	wrapt	`1.17.3`	direct
PyPI	agentscope	`—`	indirect
PyPI	agno	`—`	indirect
PyPI	aio-pika	`—`	indirect
PyPI	aio-pika	`7.2.0`	indirect
PyPI	aio-pika	`8.3.0`	indirect
PyPI	aio-pika	`9.0.5`	indirect
PyPI	aio-pika	`9.4.1`	indirect
PyPI	aio-pika	`9.5.5`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`—`	indirect
PyPI	aiohttp	`3.10.2`	indirect
PyPI	aiohttp	`3.11.18`	indirect
PyPI	aiokafka	`—`	indirect
PyPI	aiokafka	`0.11.0`	indirect
PyPI	aiokafka	`0.12.0`	indirect
PyPI	aiopg	`—`	indirect
PyPI	aiopg	`1.4.0`	indirect
PyPI	aiormq	`6.2.3`	indirect
PyPI	aiormq	`6.6.4`	indirect
PyPI	aiormq	`6.7.1`	indirect
PyPI	aiormq	`6.8.0`	indirect
PyPI	aiormq	`6.8.1`	indirect
PyPI	aiosignal	`1.3.1`	indirect
PyPI	aiosignal	`1.3.2`	indirect
PyPI	aiosqlite	`0.17.0`	indirect
PyPI	aiosqlite	`0.20.0`	indirect
PyPI	aiosqlite	`0.21.0`	indirect
PyPI	amqp	`5.2.0`	indirect
PyPI	amqp	`5.3.1`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anthropic	`—`	indirect
PyPI	anthropic	`0.16.0`	indirect
PyPI	anthropic	`0.84.0`	indirect
PyPI	anyio	`—`	indirect
PyPI	anyio	`3.7.1`	indirect
PyPI	anyio	`4.3.0`	indirect
PyPI	anyio	`4.9.0`	indirect
PyPI	asgiref	`—`	indirect
PyPI	asgiref	`3.8.1`	indirect
PyPI	asgiref	`3.9.1`	indirect
PyPI	astor	`—`	indirect
PyPI	astor	`0.8.1`	indirect
PyPI	async-timeout	`4.0.3`	indirect
PyPI	asyncclick	`—`	indirect
PyPI	asyncclick	`8.1.8`	indirect
PyPI	asyncpg	`—`	indirect
PyPI	asyncpg	`0.29.0`	indirect
PyPI	asyncpg	`0.30.0`	indirect
PyPI	attrs	`23.2.0`	indirect
PyPI	attrs	`25.3.0`	indirect
PyPI	authlib	`1.6.1`	indirect
PyPI	aws-xray-sdk	`2.12.1`	indirect
PyPI	backports-zoneinfo	`0.2.1`	indirect
PyPI	bcrypt	`4.1.2`	indirect
PyPI	billiard	`4.2.0`	indirect
PyPI	billiard	`4.2.1`	indirect
PyPI	bleach	`4.1.0`	indirect
PyPI	blinker	`—`	indirect
PyPI	blinker	`1.7.0`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	boto	`—`	indirect
PyPI	boto	`2.49.0`	indirect
PyPI	boto3	`—`	indirect
PyPI	boto3	`1.28.80`	indirect
PyPI	boto3	`1.34.44`	indirect
PyPI	boto3	`1.35.56`	indirect
PyPI	boto3	`1.38.21`	indirect
PyPI	botocore	`—`	indirect
PyPI	botocore	`1.31.80`	indirect
PyPI	botocore	`1.34.44`	indirect
PyPI	botocore	`1.35.56`	indirect
PyPI	botocore	`1.38.21`	indirect
PyPI	build	`—`	indirect
PyPI	cachetools	`5.5.0`	indirect
PyPI	cachetools	`5.5.2`	indirect
PyPI	cassandra-driver	`—`	indirect
PyPI	cassandra-driver	`3.29.0`	indirect
PyPI	cassandra-driver	`3.29.2`	indirect
PyPI	celery	`—`	indirect
PyPI	celery	`5.3.6`	indirect
PyPI	celery	`5.5.2`	indirect
PyPI	certifi	`2024.7.4`	indirect
PyPI	certifi	`2024.8.30`	indirect
PyPI	certifi	`2025.4.26`	indirect
PyPI	cffi	`1.16.0`	indirect
PyPI	cffi	`1.17.0`	indirect
PyPI	cffi	`1.17.1`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	chardet	`3.0.4`	indirect
PyPI	chardet	`5.2.0`	indirect
PyPI	charset-normalizer	`3.3.2`	indirect
PyPI	charset-normalizer	`3.4.0`	indirect
PyPI	charset-normalizer	`3.4.2`	indirect
PyPI	claude-agent-sdk	`—`	indirect
PyPI	claude-agent-sdk	`0.1.14`	indirect
PyPI	claude-agent-sdk	`0.1.44`	indirect
PyPI	click	`8.1.7`	indirect
PyPI	click	`8.2.1`	indirect
PyPI	click-didyoumean	`0.3.0`	indirect
PyPI	click-didyoumean	`0.3.1`	indirect
PyPI	click-plugins	`1.1.1`	indirect
PyPI	click-repl	`0.3.0`	indirect
PyPI	codespell	`2.1.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	confluent-kafka	`—`	indirect
PyPI	confluent-kafka	`2.13.0`	indirect
PyPI	confluent-kafka	`2.7.0`	indirect
PyPI	copaw	`1.0.2`	indirect
PyPI	cramjam	`2.10.0`	indirect
PyPI	cramjam	`2.11.0`	indirect
PyPI	crewai	`—`	indirect
PyPI	cryptography	`43.0.1`	indirect
PyPI	cryptography	`44.0.1`	indirect
PyPI	cryptography	`45.0.5`	indirect
PyPI	dashscope	`—`	indirect
PyPI	deepagents	`—`	indirect
PyPI	deprecated	`1.2.14`	indirect
PyPI	deprecated	`1.2.15`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	django	`—`	indirect
PyPI	django	`2.2.28`	indirect
PyPI	django	`3.2.25`	indirect
PyPI	django	`4.2.17`	indirect
PyPI	django	`5.2.1`	indirect
PyPI	django	`5.2.11`	indirect
PyPI	dnspython	`2.6.1`	indirect
PyPI	dnspython	`2.7.0`	indirect
PyPI	docker	`5.0.3`	indirect
PyPI	docker	`7.0.0`	indirect
PyPI	docker-compose	`1.29.2`	indirect
PyPI	dockerpty	`0.4.1`	indirect
PyPI	docopt	`0.6.2`	indirect
PyPI	docstring-parser	`0.16`	indirect
PyPI	elastic-transport	`8.13.0`	indirect
PyPI	elastic-transport	`8.17.1`	indirect
PyPI	elasticsearch	`—`	indirect
PyPI	elasticsearch	`6.8.2`	indirect
PyPI	elasticsearch	`7.17.9`	indirect
PyPI	elasticsearch	`8.13.1`	indirect
PyPI	elasticsearch	`9.0.1`	indirect
PyPI	elasticsearch-dsl	`6.4.0`	indirect
PyPI	elasticsearch-dsl	`7.4.1`	indirect
PyPI	elasticsearch-dsl	`8.13.1`	indirect
PyPI	exceptiongroup	`1.2.0`	indirect
PyPI	exceptiongroup	`1.2.2`	indirect
PyPI	exceptiongroup	`1.3.0`	indirect
PyPI	fakeredis	`2.23.3`	indirect
PyPI	falcon	`—`	indirect
PyPI	falcon	`1.4.1`	indirect
PyPI	falcon	`2.0.0`	indirect
PyPI	falcon	`3.1.1`	indirect
PyPI	falcon	`3.1.3`	indirect
PyPI	falcon	`4.0.2`	indirect
PyPI	fastapi	`—`	indirect
PyPI	fastapi	`0.115.12`	indirect
PyPI	fastapi	`0.117.0`	indirect
PyPI	filelock	`3.20.0`	indirect
PyPI	flaky	`3.7.0`	indirect
PyPI	flask	`—`	indirect
PyPI	flask	`2.1.3`	indirect
PyPI	flask	`2.2.0`	indirect
PyPI	flask	`3.0.2`	indirect
PyPI	flask	`3.1.1`	indirect
PyPI	frozenlist	`1.4.1`	indirect
PyPI	frozenlist	`1.6.0`	indirect
PyPI	fsspec	`—`	indirect
PyPI	fsspec	`2025.9.0`	indirect
PyPI	geomet	`0.2.1.post1`	indirect
PyPI	gevent	`25.5.1`	indirect
PyPI	google-adk	`—`	indirect
PyPI	google-api-core	`2.23.0`	indirect
PyPI	google-api-core	`2.24.2`	indirect
PyPI	google-auth	`—`	indirect
PyPI	google-auth	`2.15.0`	indirect
PyPI	google-auth	`2.36.0`	indirect
PyPI	google-auth	`2.40.2`	indirect
PyPI	google-auth	`2.45.0`	indirect
PyPI	google-auth	`2.47.0`	indirect
PyPI	google-cloud-aiplatform	`1.74.0`	indirect
PyPI	google-cloud-aiplatform	`1.79.0`	indirect
PyPI	google-cloud-aiplatform	`1.94.0`	indirect
PyPI	google-cloud-bigquery	`3.27.0`	indirect
PyPI	google-cloud-bigquery	`3.33.0`	indirect
PyPI	google-cloud-core	`2.4.1`	indirect
PyPI	google-cloud-core	`2.4.3`	indirect
PyPI	google-cloud-resource-manager	`1.13.1`	indirect
PyPI	google-cloud-resource-manager	`1.14.2`	indirect
PyPI	google-cloud-storage	`2.19.0`	indirect
PyPI	google-crc32c	`1.5.0`	indirect
PyPI	google-crc32c	`1.7.1`	indirect
PyPI	google-genai	`1.32.0`	indirect
PyPI	google-genai	`1.42.0`	indirect
PyPI	google-genai	`1.47.0`	indirect
PyPI	google-genai	`1.64.0`	indirect
PyPI	google-resumable-media	`2.7.2`	indirect
PyPI	googleapis-common-protos	`1.66.0`	indirect
PyPI	googleapis-common-protos	`1.70.0`	indirect
PyPI	greenlet	`3.0.3`	indirect
PyPI	greenlet	`3.1.1`	indirect
PyPI	greenlet	`3.2.2`	indirect
PyPI	greenlet	`3.3.1`	indirect
PyPI	griffe	`1.14.0`	indirect
PyPI	grpc-google-iam-v1	`0.13.1`	indirect
PyPI	grpc-google-iam-v1	`0.14.2`	indirect
PyPI	grpcio	`—`	indirect
PyPI	grpcio	`1.62.0`	indirect
PyPI	grpcio	`1.63.2`	indirect
PyPI	grpcio	`1.68.1`	indirect
PyPI	grpcio	`1.71.0`	indirect
PyPI	grpcio	`1.75.1`	indirect
PyPI	grpcio-health-checking	`1.71.0`	indirect
PyPI	grpcio-status	`1.68.1`	indirect
PyPI	grpcio-status	`1.71.0`	indirect
PyPI	h11	`0.12.0`	indirect
PyPI	h11	`0.14.0`	indirect
PyPI	h11	`0.16`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatch	`—`	indirect
PyPI	http-server-mock	`1.7`	indirect
PyPI	httpcore	`0.13.7`	indirect
PyPI	httpcore	`1.0.4`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httpretty	`1.1.4`	indirect
PyPI	httpx	`—`	indirect
PyPI	httpx	`0.18.2`	indirect
PyPI	httpx	`0.27.0`	indirect
PyPI	httpx	`0.27.2`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-sse	`0.4.1`	indirect
PyPI	hupper	`1.12.1`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	idna	`2.10`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.7`	indirect
PyPI	importlib-metadata	`6.11.0`	indirect
PyPI	importlib-metadata	`8.5.0`	indirect
PyPI	importlib-metadata	`8.7.0`	indirect
PyPI	iniconfig	`2.0.0`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iso8601	`1.1.0`	indirect
PyPI	iso8601	`2.1.0`	indirect
PyPI	itsdangerous	`—`	indirect
PyPI	itsdangerous	`2.0.1`	indirect
PyPI	itsdangerous	`2.1.2`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jinja2	`—`	indirect
PyPI	jinja2	`3.1.4`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.10.0`	indirect
PyPI	jiter	`0.11.1`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	jsonpatch	`1.33`	indirect
PyPI	jsonpointer	`3.0.0`	indirect
PyPI	jsonschema	`3.2.0`	indirect
PyPI	jsonschema	`4.25.1`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	kafka-python	`—`	indirect
PyPI	kafka-python	`2.0.2`	indirect
PyPI	kafka-python	`2.2.9`	indirect
PyPI	kafka-python-ng	`2.2.2`	indirect
PyPI	kafka-python-ng	`2.2.3`	indirect
PyPI	kombu	`5.3.5`	indirect
PyPI	kombu	`5.5.3`	indirect
PyPI	langchain	`—`	indirect
PyPI	langchain	`0.3.26`	indirect
PyPI	langchain-community	`—`	indirect
PyPI	langchain-core	`—`	indirect
PyPI	langchain-core	`0.3.66`	indirect
PyPI	langchain-openai	`—`	indirect
PyPI	langchain-text-splitters	`0.3.8`	indirect
PyPI	langgraph	`—`	indirect
PyPI	langgraph-prebuilt	`—`	indirect
PyPI	langsmith	`0.4.2`	indirect
PyPI	legacy-cgi	`2.6.3`	indirect
PyPI	litellm	`—`	indirect
PyPI	loongsuite-instrumentation-langchain	`—`	indirect
PyPI	loongsuite-instrumentation-langgraph	`—`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markupsafe	`—`	indirect
PyPI	markupsafe	`2.0.1`	indirect
PyPI	markupsafe	`2.1.2`	indirect
PyPI	markupsafe	`2.1.5`	indirect
PyPI	markupsafe	`3.0.2`	indirect
PyPI	mcp	`1.16.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	mem0ai	`—`	indirect
PyPI	mem0ai	`1.0.0`	indirect
PyPI	mock	`—`	indirect
PyPI	moto	`2.3.2`	indirect
PyPI	moto	`5.1.11`	indirect
PyPI	multidict	`6.0.5`	indirect
PyPI	multidict	`6.1.0`	indirect
PyPI	multidict	`6.4.4`	indirect
PyPI	mysql-connector-python	`—`	indirect
PyPI	mysql-connector-python	`8.3.0`	indirect
PyPI	mysql-connector-python	`9.0.0`	indirect
PyPI	mysql-connector-python	`9.3.0`	indirect
PyPI	mysqlclient	`—`	indirect
PyPI	mysqlclient	`2.1.1`	indirect
PyPI	mysqlclient	`2.2.4`	indirect
PyPI	mysqlclient	`2.2.7`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	numpy	`—`	indirect
PyPI	numpy	`2.0.0`	indirect
PyPI	numpy	`2.1.0`	indirect
PyPI	numpy	`2.2.6`	indirect
PyPI	numpy	`2.3.1`	indirect
PyPI	openai	`—`	indirect
PyPI	openai	`1.109.1`	indirect
PyPI	openai	`1.26.0`	indirect
PyPI	openai-agents	`0.3.3`	indirect
PyPI	opencensus-proto	`0.1.0`	indirect
PyPI	opentelemetry-distro	`—`	indirect
PyPI	opentelemetry-exporter-otlp-proto-common	`1.37`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`—`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`—`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.37`	indirect
PyPI	opentelemetry-instrumentation-anthropic	`—`	indirect
PyPI	opentelemetry-instrumentation-claude-agent-sdk	`—`	indirect
PyPI	opentelemetry-proto	`1.37`	indirect
PyPI	opentelemetry-python-contrib	`0.0.0`	indirect
PyPI	orjson	`3.10.18`	indirect
PyPI	ossfs	`—`	indirect
PyPI	pamqp	`3.1.0`	indirect
PyPI	pamqp	`3.2.1`	indirect
PyPI	pamqp	`3.3.0`	indirect
PyPI	paramiko	`3.4.0`	indirect
PyPI	pastedeploy	`3.1.0`	indirect
PyPI	pika	`—`	indirect
PyPI	pika	`0.13.1`	indirect
PyPI	pika	`1.3.2`	indirect
PyPI	plaster	`1.1.2`	indirect
PyPI	plaster-pastedeploy	`1.0.1`	indirect
PyPI	platformdirs	`4.5.0`	indirect
PyPI	pluggy	`1.4.0`	indirect
PyPI	pluggy	`1.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	pre-commit	`3.5.0`	indirect
PyPI	pre-commit	`3.7.0`	indirect
PyPI	pre-commit	`4.3.0`	indirect
PyPI	prometheus-client	`0.20.0`	indirect
PyPI	prometheus-client	`0.22.0`	indirect
PyPI	prompt-toolkit	`3.0.43`	indirect
PyPI	prompt-toolkit	`3.0.51`	indirect
PyPI	propcache	`0.2.0`	indirect
PyPI	propcache	`0.3.1`	indirect
PyPI	proto-plus	`1.25.0`	indirect
PyPI	proto-plus	`1.26.1`	indirect
PyPI	protobuf	`—`	indirect
PyPI	protobuf	`3.20.3`	indirect
PyPI	protobuf	`5.29.1`	indirect
PyPI	protobuf	`5.29.4`	indirect
PyPI	protobuf	`6.33.5`	indirect
PyPI	psutil	`—`	indirect
PyPI	psutil	`6.0.0`	indirect
PyPI	psutil	`7.0.0`	indirect
PyPI	psycopg	`—`	indirect
PyPI	psycopg	`3.1.18`	indirect
PyPI	psycopg	`3.2.2`	indirect
PyPI	psycopg	`3.2.9`	indirect
PyPI	psycopg2	`2.9.10`	indirect
PyPI	psycopg2	`2.9.9`	indirect
PyPI	psycopg2-binary	`2.9.10`	indirect
PyPI	psycopg2-binary	`2.9.9`	indirect
PyPI	py-cpuinfo	`9.0.0`	indirect
PyPI	pyasn1	`0.6.1`	indirect
PyPI	pyasn1-modules	`0.4.1`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pyasyncore	`1.0.4`	indirect
PyPI	pycparser	`2.21`	indirect
PyPI	pycparser	`2.22`	indirect
PyPI	pydantic	`2.10.3`	indirect
PyPI	pydantic	`2.11.4`	indirect
PyPI	pydantic	`2.12.5`	indirect
PyPI	pydantic	`2.8.2`	indirect
PyPI	pydantic-core	`2.20.1`	indirect
PyPI	pydantic-core	`2.27.1`	indirect
PyPI	pydantic-core	`2.33.2`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-settings	`2.11.0`	indirect
PyPI	pygments	`2.17.2`	indirect
PyPI	pygments	`2.19.1`	indirect
PyPI	pylint	`3.0.2`	indirect
PyPI	pymemcache	`—`	indirect
PyPI	pymemcache	`1.3.5`	indirect
PyPI	pymemcache	`2.2.2`	indirect
PyPI	pymemcache	`3.4.1`	indirect
PyPI	pymemcache	`3.4.2`	indirect
PyPI	pymemcache	`4.0.0`	indirect
PyPI	pymongo	`—`	indirect
PyPI	pymongo	`4.13.0`	indirect
PyPI	pymongo	`4.6.3`	indirect
PyPI	pymssql	`—`	indirect
PyPI	pymssql	`2.3.12`	indirect
PyPI	pymssql	`2.3.4`	indirect
PyPI	pymysql	`—`	indirect
PyPI	pymysql	`0.10.1`	indirect
PyPI	pymysql	`1.1.1`	indirect
PyPI	pynacl	`1.5.0`	indirect
PyPI	pyodbc	`5.0.1`	indirect
PyPI	pypika-tortoise	`0.1.6`	indirect
PyPI	pypika-tortoise	`0.5.0`	indirect
PyPI	pyproject-api	`1.9.0`	indirect
PyPI	pyramid	`—`	indirect
PyPI	pyramid	`2.0.2`	indirect
PyPI	pyrsistent	`0.20.0`	indirect
PyPI	pysqlite3	`—`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest	`7.4.4`	indirect
PyPI	pytest	`8.0.2`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest-aiohttp	`1.0.5`	indirect
PyPI	pytest-asyncio	`—`	indirect
PyPI	pytest-asyncio	`0.21.0`	indirect
PyPI	pytest-asyncio	`0.23.5`	indirect
PyPI	pytest-benchmark	`4.0.0`	indirect
PyPI	pytest-celery	`0.0.0`	indirect
PyPI	pytest-cov	`—`	indirect
PyPI	pytest-cov	`4.1.0`	indirect
PyPI	pytest-forked	`—`	indirect
PyPI	pytest-forked	`1.6.0`	indirect
PyPI	pytest-recording	`—`	indirect
PyPI	pytest-timeout	`2.3.1`	indirect
PyPI	pytest-vcr	`—`	indirect
PyPI	pytest-vcr	`1.0.2`	indirect
PyPI	python-dateutil	`—`	indirect
PyPI	python-dateutil	`2.8.2`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-dotenv	`0.21.1`	indirect
PyPI	python-dotenv	`1.1.1`	indirect
PyPI	python-mimeparse	`1.6.0`	indirect
PyPI	python-multipart	`0.0.20`	indirect
PyPI	python-snappy	`—`	indirect
PyPI	python-snappy	`0.7.1`	indirect
PyPI	python-snappy	`0.7.3`	indirect
PyPI	pytz	`2024.1`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pyyaml	`—`	indirect
PyPI	pyyaml	`5.3.1`	indirect
PyPI	pyyaml	`6.0.1`	indirect
PyPI	pyyaml	`6.0.2`	indirect
PyPI	qwen-agent	`—`	indirect
PyPI	qwenpaw	`1.1.12.post3`	indirect
PyPI	readme-renderer	`42.0`	indirect
PyPI	redis	`—`	indirect
PyPI	redis	`5.0.1`	indirect
PyPI	redis	`6.1.0`	indirect
PyPI	referencing	`0.36.2`	indirect
PyPI	remoulade	`—`	indirect
PyPI	remoulade	`3.2.0`	indirect
PyPI	remoulade	`3.3.1`	indirect
PyPI	requests	`—`	indirect
PyPI	requests	`2.25.0`	indirect
PyPI	requests	`2.32.3`	indirect
PyPI	requests	`2.32.4`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	responses	`0.25.0`	indirect
PyPI	respx	`—`	indirect
PyPI	respx	`0.17.1`	indirect
PyPI	respx	`0.22.0`	indirect
PyPI	rfc3986	`1.5.0`	indirect
PyPI	rich	`—`	indirect
PyPI	rich	`13.7.1`	indirect
PyPI	rich	`14.0.0`	indirect
PyPI	rpds-py	`0.27.1`	indirect
PyPI	rsa	`4.9`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruamel-yaml	`0.17.21`	indirect
PyPI	ruff	`0.14.1`	indirect
PyPI	s3transfer	`0.10.0`	indirect
PyPI	s3transfer	`0.12.0`	indirect
PyPI	s3transfer	`0.7.0`	indirect
PyPI	scylla-driver	`3.26.6`	indirect
PyPI	scylla-driver	`3.29.0`	indirect
PyPI	setuptools	`—`	indirect
PyPI	setuptools	`80.8.0`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	shapely	`2.0.6`	indirect
PyPI	shapely	`2.1.1`	indirect
PyPI	shapely	`2.1.2`	indirect
PyPI	six	`1.16.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	sniffio	`1.3.0`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	soundfile	`—`	indirect
PyPI	soundfile	`0.13.1`	indirect
PyPI	sphinx	`7.1.2`	indirect
PyPI	sphinx-autodoc-typehints	`1.25.2`	indirect
PyPI	sphinx-rtd-theme	`2.0.0rc4`	indirect
PyPI	sqlalchemy	`—`	indirect
PyPI	sqlalchemy	`1.1.18`	indirect
PyPI	sqlalchemy	`1.4.51`	indirect
PyPI	sqlalchemy	`1.4.52`	indirect
PyPI	sqlalchemy	`2.0.36`	indirect
PyPI	sqlalchemy	`2.0.41`	indirect
PyPI	sqlparse	`0.5.0`	indirect
PyPI	sqlparse	`0.5.3`	indirect
PyPI	sse-starlette	`3.0.2`	indirect
PyPI	starlette	`—`	indirect
PyPI	starlette	`0.13.8`	indirect
PyPI	starlette	`0.46.1`	indirect
PyPI	starlette	`0.46.2`	indirect
PyPI	tenacity	`9.1.2`	indirect
PyPI	texttable	`1.7.0`	indirect
PyPI	tomli	`—`	indirect
PyPI	tomli	`2.0.1`	indirect
PyPI	tomli	`2.2.1`	indirect
PyPI	tomli-w	`—`	indirect
PyPI	tomlkit	`—`	indirect
PyPI	tornado	`—`	indirect
PyPI	tornado	`6.4.2`	indirect
PyPI	tornado	`6.5`	indirect
PyPI	tortoise-orm	`—`	indirect
PyPI	tortoise-orm	`0.20.0`	indirect
PyPI	tortoise-orm	`0.25.0`	indirect
PyPI	tox	`—`	indirect
PyPI	tox	`4.27.0`	indirect
PyPI	tox-uv	`1.28.0`	indirect
PyPI	tqdm	`4.67.1`	indirect
PyPI	translationstring	`1.4`	indirect
PyPI	types-requests	`2.32.4.20250913`	indirect
PyPI	typing-extensions	`—`	indirect
PyPI	typing-extensions	`4.12.2`	indirect
PyPI	typing-extensions	`4.13.2`	indirect
PyPI	typing-extensions	`4.14.1`	indirect
PyPI	typing-extensions	`4.9.0`	indirect
PyPI	typing-inspection	`0.4.1`	indirect
PyPI	tzdata	`2024.1`	indirect
PyPI	tzdata	`2025.2`	indirect
PyPI	urllib3	`—`	indirect
PyPI	urllib3	`1.26.19`	indirect
PyPI	urllib3	`1.26.20`	indirect
PyPI	urllib3	`2.2.2`	indirect
PyPI	urllib3	`2.4.0`	indirect
PyPI	uv	`0.9.7`	indirect
PyPI	uvicorn	`0.37.0`	indirect
PyPI	validators	`0.35.0`	indirect
PyPI	vcrpy	`—`	indirect
PyPI	vcrpy	`6.0.2`	indirect
PyPI	venusian	`3.1.0`	indirect
PyPI	venusian	`3.1.1`	indirect
PyPI	vine	`5.1.0`	indirect
PyPI	virtualenv	`20.35.4`	indirect
PyPI	vita	`—`	indirect
PyPI	wcwidth	`0.2.13`	indirect
PyPI	weaviate-client	`4.16.4`	indirect
PyPI	webob	`1.8.9`	indirect
PyPI	websocket-client	`0.59.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	werkzeug	`—`	indirect
PyPI	werkzeug	`2.3.8`	indirect
PyPI	werkzeug	`3.0.6`	indirect
PyPI	werkzeug	`3.1.3`	indirect
PyPI	wheel	`—`	indirect
PyPI	xmltodict	`0.13.0`	indirect
PyPI	yarl	`1.15.2`	indirect
PyPI	yarl	`1.20.0`	indirect
PyPI	yarl	`1.9.4`	indirect
PyPI	zipp	`3.18.0`	indirect
PyPI	zipp	`3.19.2`	indirect
PyPI	zipp	`3.20.2`	indirect
PyPI	zipp	`3.21.0`	indirect
PyPI	zope-deprecation	`5.1`	indirect
PyPI	zope-deprecation	`6.0`	indirect
PyPI	zope-interface	`7.2`	indirect
PyPI	zope-interface	`8.0`	indirect
PyPI	zope-interface	`8.2`	indirect
PyPI	zstandard	`0.23.0`	indirect

Dependency advisories 0

Installing pypi:loongsuite-distro@0.7.0 pulls in 7 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

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.

Raw JSON report machine-readable

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 v2.5.0, schema v0.27.0 — full methodology · metrics wiki.

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

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