Software health reportschema 0.27.0 · metrics 2.10.0 · 2026-07-28 06:34 UTC

flyteorg / flytekit

Extensible Python SDK for developing Flyte tasks and workflows. Simple to get started and learn and highly extensible.

PythonApache-2.0★ 315 stars⑂ 339 forkssince Aug 2019View on GitHub ↗

KindLibraryCommand-line toolhow this is determined

#flyte #flyte-tasks #pypi #spark #workflows #sdk #python #mlops #extensible #automation #data-science #data #hacktoberfest

flyteorg/flytekit holds a health index of 89 out of 100, placing it in the Excellent band. It scores highest on Vitality (91/100) and lowest on Security (17/100). It was last updated 6 days ago. 5 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 75 is calibrated to 89 on the published index scale (record calibration 2026-08-02).

Ownership

FlyteOrganization

339 followers50 public repossince Jan 2018

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	flytekit	1.16.26	-	480	11 days ago

Metrics by category

Vitality

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

91Excellent · 21% of overall

Development activity

85Excellent

How it's scored

36/36	Push recency — last push 6 days ago
22.8/36	Commit cadence — 33/52 weeks with commits
18/18	Commit volume — 101 commits in the last year
0/10	OpenSSF Scorecard: Maintained — no data

Inputs used

commits_last_year	101
human_commit_share	0.91
days_since_last_push	6
active_weeks_last_year	33

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 11 days ago
27/27	Release cadence — a release every ~10.4 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	v1.16.26
releases_from_tags	no
days_since_latest_release	11
mean_days_between_releases	10.4

Community & Adoption

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

74Good · 17% of overall

Popularity & adoption

75Good

How it's scored

40.5/60	Stars — 315 stars
21.1/25	Forks — 339 forks
13.2/15	Watchers — 234 watchers

Inputs used

forks	339
stars	315
watchers	234
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

72Good

How it's scored

22.5/22.5	README
22.5/22.5	License — recognized license (Apache-2.0)
0/18	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	—
has_contributing	no
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	—
has_pull_request_template	yes

Sustainability & Governance

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

88Excellent · 23% of overall

Maintainer resilience (bus factor)

87Excellent

How it's scored

45.9/54	Bus factor — 5 contributor(s) cover half of all commits
19/22.5	Commit distribution — top contributor authored 16% of commits
13.5/13.5	Contributor breadth — 99 contributors
0/10	OpenSSF Scorecard: Contributors — no data

Inputs used

bus_factor	5
contributors_sampled	99
top_contributor_share	0.157

Issue & PR responsiveness

78Good

How it's scored

0/42	Issue resolution — no issues or no data
23.4/30	PR acceptance — 2,560/3,286 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	2,560
open_issues	0
closed_issues	0
prs_merged_7d	—
prs_decided_7d	—
prs_merged_30d	—
prs_decided_30d	—
issue_closed_ratio	—
closed_unmerged_prs	726
first_time_authors_30d	—
first_time_prs_merged_30d	—
first_time_prs_decided_30d	—

Excluded from scoring (no data or not applicable): Issue resolution, Newcomer PR acceptance. Remaining weights renormalized.

Ownership & stewardship

91Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain — verified-domain status not read for this organization
18.2/25	Owner reach — 339 followers of flyteorg
24.4/25	Track record — 50 public repos, account ~8 yr old

Inputs used

followers	339
owner_type	Organization
is_verified	—
owner_login	flyteorg
public_repos	50
account_age_days	3,118

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

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on pypi
35/35	Publish recency — latest publish 11 days ago
20/20	Version history — 480 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	flytekit
ecosystems	pypi
any_deprecated	no
min_days_since_publish	11

Engineering Quality

Are baseline engineering and documentation practices in place?

91Excellent · 19% of overall

Engineering practices

92Excellent

How it's scored

24/24	CI workflows — 4 workflow(s)
24/24	Tests present
16/16	Linter config
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

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
10/10	Repository description
10/10	Topics — 13 topics
0/10	Wiki

Inputs used

topics	flyte, flyte-tasks, pypi, spark, workflows, sdk, python, mlops, extensible, automation, data-science, data, hacktoberfest
has_wiki	no
homepage	https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
docs_site	https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
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?

17Critical · 16% of overall

Security posture

1Critical

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
0/20	CodeQL workflow

Inputs used

source	file_signals
lockfiles	uv.lock
manifests	plugins/setup.py, pyproject.toml, setup.cfg, setup.py
has_codeql_workflow	no
has_security_policy	no
has_dependabot_config	no

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

Dependency advisories

79Good

How it's scored

16.7/35	Direct dependencies free of known advisories — 2 affected: diskcache 5.6.3 (moderate), setuptools 81.0.0 (moderate 6.1)
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
37.2/40	No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 166 days ago

Inputs used

source	osv
advisories	4
affected_packages	2
assessed_packages	94
unassessed_packages	0
affected_by_severity	moderate 2
direct_affected_packages	2

Matched the pypi:flytekit@1.16.26 runtime dependency closure — what installing the published package pulls in — 94 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.

67Good · 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 — 85 of 91 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.934
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

79Good

How it's scored

18/18	One-command bootstrap — Makefile, docs/Makefile, plugins/Makefile
22/22	Automated tests
11/11	Lint / format config
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
2/10	Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 9 of the last 100 commits are automated dependency updates
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	Makefile, docs/Makefile, plugins/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.01
toolchain_manifests	—
dependency_bot_commit_share	0.09

Code legibility for models

54Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
54.5/55	Manageable file sizes — 9/980 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	151,999
source_files_sampled	980
oversized_source_files	9

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, notebooks

Inputs used

example_dirs	examples, notebooks
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

315GitHub stars

99contributors

101commits, last 12 months

6days since last push

100releases

5bus factor

0open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
OpenSSF Scorecard did not return a usable result (2026/07/28 06:33:52 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 ★ / 339 ⇿

0Stars

339Forks

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 0Minor 4Patch 54

Each point covers 7 days.

Direct dependencies 39

Registry	Package	Version constraint	Manifest
PyPI	adlfs	`>=2023.3.0`	pyproject.toml
PyPI	cachetools	`>=5.3.3`	pyproject.toml
PyPI	click	`>=6.6`	pyproject.toml
PyPI	cloudpickle	`>=2.0.0`	pyproject.toml
PyPI	croniter	`>=0.3.20`	pyproject.toml
PyPI	dataclasses-json	`>=0.5.2,<0.5.12`	pyproject.toml
PyPI	diskcache	`>=5.2.1`	pyproject.toml
PyPI	docker	`>=4.0.0`	pyproject.toml
PyPI	docstring-parser	`>=0.9.0`	pyproject.toml
PyPI	flyteidl	`>=1.16.7,<2.0.0a0`	pyproject.toml
PyPI	fsspec	`>=2024.9.0`	pyproject.toml
PyPI	gcsfs	`>=2024.9.0,!=2025.5.0,!=2025.5.0post1`	pyproject.toml
PyPI	googleapis-common-protos	`>=1.57`	pyproject.toml
PyPI	grpcio	`—`	pyproject.toml
PyPI	grpcio-status	`—`	pyproject.toml
PyPI	importlib-metadata	`—`	pyproject.toml
PyPI	joblib	`—`	pyproject.toml
PyPI	jsonlines	`—`	pyproject.toml
PyPI	jsonpickle	`—`	pyproject.toml
PyPI	keyring	`>=18.0.1`	pyproject.toml
PyPI	markdown-it-py	`—`	pyproject.toml
PyPI	marshmallow	`>=3,<4`	pyproject.toml
PyPI	marshmallow-enum	`—`	pyproject.toml
PyPI	marshmallow-jsonschema	`>=0.12.0`	pyproject.toml
PyPI	setuptools	`<82`	pyproject.toml
PyPI	mashumaro	`>=3.15`	pyproject.toml
PyPI	msgpack	`>=1.1.0`	pyproject.toml
PyPI	protobuf	`!=4.25.0`	pyproject.toml
PyPI	pygments	`—`	pyproject.toml
PyPI	python-json-logger	`>=2.0.0`	pyproject.toml
PyPI	pytimeparse	`>=1.1.8`	pyproject.toml
PyPI	pyyaml	`!=6.0.0,!=5.4.0,!=5.4.1`	pyproject.toml
PyPI	requests	`>=2.18.4`	pyproject.toml
PyPI	rich	`—`	pyproject.toml
PyPI	rich_click	`—`	pyproject.toml
PyPI	s3fs	`>=2024.9.0`	pyproject.toml
PyPI	statsd	`>=3.0.0`	pyproject.toml
PyPI	typing_extensions	`—`	pyproject.toml
PyPI	urllib3	`>=1.22`	pyproject.toml

All dependencies 740

Full resolved dependency set from the GitHub dependency graph: 143 direct and 597 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	adlfs	`2023.10.0`	direct
PyPI	adlfs	`2023.9.0`	direct
PyPI	adlfs	`2024.4.1`	direct
PyPI	adlfs	`2024.7.0`	direct
PyPI	adlfs	`2026.2.0`	direct
PyPI	cachetools	`5.3.2`	direct
PyPI	cachetools	`5.3.3`	direct
PyPI	cachetools	`5.5.0`	direct
PyPI	cachetools	`7.0.1`	direct
PyPI	click	`—`	direct
PyPI	click	`8.1.7`	direct
PyPI	click	`8.3.1`	direct
PyPI	cloudpickle	`—`	direct
PyPI	cloudpickle	`2.2.1`	direct
PyPI	cloudpickle	`3.0.0`	direct
PyPI	cloudpickle	`3.1.0`	direct
PyPI	cloudpickle	`3.1.2`	direct
PyPI	croniter	`2.0.1`	direct
PyPI	croniter	`2.0.5`	direct
PyPI	croniter	`3.0.3`	direct
PyPI	croniter	`6.0.0`	direct
PyPI	dataclasses-json	`0.5.9`	direct
PyPI	diskcache	`5.6.3`	direct
PyPI	docker	`6.1.3`	direct
PyPI	docker	`7.1.0`	direct
PyPI	docstring-parser	`0.15`	direct
PyPI	docstring-parser	`0.16`	direct
PyPI	docstring-parser	`0.17.0`	direct
PyPI	flyteidl	`—`	direct
PyPI	flyteidl	`1.10.6`	direct
PyPI	flyteidl	`1.10.7b0`	direct
PyPI	flyteidl	`1.13.4`	direct
PyPI	flyteidl	`1.16.3`	direct
PyPI	flyteidl	`1.16.4`	direct
PyPI	fsspec	`—`	direct
PyPI	fsspec	`2023.10.0`	direct
PyPI	fsspec	`2023.9.2`	direct
PyPI	fsspec	`2024.5.0`	direct
PyPI	fsspec	`2024.9.0`	direct
PyPI	fsspec	`2026.2.0`	direct
PyPI	gcsfs	`2023.9.2`	direct
PyPI	gcsfs	`2024.5.0`	direct
PyPI	gcsfs	`2024.9.0.post1`	direct
PyPI	gcsfs	`2026.2.0`	direct
PyPI	googleapis-common-protos	`1.61.0`	direct
PyPI	googleapis-common-protos	`1.62.0`	direct
PyPI	googleapis-common-protos	`1.63.0`	direct
PyPI	googleapis-common-protos	`1.65.0`	direct
PyPI	googleapis-common-protos	`1.72.0`	direct
PyPI	grpcio	`—`	direct
PyPI	grpcio	`1.59.3`	direct
PyPI	grpcio	`1.60.1`	direct
PyPI	grpcio	`1.64.0`	direct
PyPI	grpcio	`1.66.2`	direct
PyPI	grpcio	`1.78.0`	direct
PyPI	grpcio-status	`1.59.3`	direct
PyPI	grpcio-status	`1.60.1`	direct
PyPI	grpcio-status	`1.62.2`	direct
PyPI	grpcio-status	`1.62.3`	direct
PyPI	grpcio-status	`1.66.2`	direct
PyPI	grpcio-status	`1.78.0`	direct
PyPI	importlib-metadata	`6.8.0`	direct
PyPI	importlib-metadata	`7.0.1`	direct
PyPI	importlib-metadata	`7.1.0`	direct
PyPI	importlib-metadata	`8.5.0`	direct
PyPI	importlib-metadata	`8.6.1`	direct
PyPI	importlib-metadata	`8.7.1`	direct
PyPI	joblib	`1.3.2`	direct
PyPI	joblib	`1.4.2`	direct
PyPI	joblib	`1.5.3`	direct
PyPI	jsonlines	`4.0.0`	direct
PyPI	jsonpickle	`3.0.2`	direct
PyPI	jsonpickle	`3.0.4`	direct
PyPI	jsonpickle	`3.3.0`	direct
PyPI	jsonpickle	`4.1.1`	direct
PyPI	keyring	`24.3.0`	direct
PyPI	keyring	`25.2.1`	direct
PyPI	keyring	`25.4.1`	direct
PyPI	keyring	`25.7.0`	direct
PyPI	markdown-it-py	`3.0.0`	direct
PyPI	markdown-it-py	`4.0.0`	direct
PyPI	marshmallow	`3.20.1`	direct
PyPI	marshmallow	`3.20.2`	direct
PyPI	marshmallow	`3.21.2`	direct
PyPI	marshmallow	`3.22.0`	direct
PyPI	marshmallow	`3.26.2`	direct
PyPI	marshmallow-enum	`1.5.1`	direct
PyPI	marshmallow-jsonschema	`0.13.0`	direct
PyPI	mashumaro	`3.10`	direct
PyPI	mashumaro	`3.12`	direct
PyPI	mashumaro	`3.13.1`	direct
PyPI	mashumaro	`3.15`	direct
PyPI	mashumaro	`3.20`	direct
PyPI	msgpack	`1.1.0`	direct
PyPI	msgpack	`1.1.2`	direct
PyPI	protobuf	`4.24.4`	direct
PyPI	protobuf	`4.25.0`	direct
PyPI	protobuf	`4.25.5`	direct
PyPI	protobuf	`4.25.8`	direct
PyPI	protobuf	`5.28.2`	direct
PyPI	protobuf	`6.33.5`	direct
PyPI	pygments	`2.17.1`	direct
PyPI	pygments	`2.17.2`	direct
PyPI	pygments	`2.18.0`	direct
PyPI	pygments	`2.19.2`	direct
PyPI	python-json-logger	`2.0.7`	direct
PyPI	python-json-logger	`4.0.0`	direct
PyPI	pytimeparse	`1.1.8`	direct
PyPI	pyyaml	`6.0.1`	direct
PyPI	pyyaml	`6.0.2`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	requests	`2.31.0`	direct
PyPI	requests	`2.32.2`	direct
PyPI	requests	`2.32.3`	direct
PyPI	requests	`2.32.5`	direct
PyPI	rich	`13.7.0`	direct
PyPI	rich	`13.7.1`	direct
PyPI	rich	`13.9.2`	direct
PyPI	rich	`14.3.2`	direct
PyPI	rich-click	`1.7.1`	direct
PyPI	rich-click	`1.7.3`	direct
PyPI	rich-click	`1.8.2`	direct
PyPI	rich-click	`1.8.3`	direct
PyPI	rich-click	`1.9.7`	direct
PyPI	s3fs	`—`	direct
PyPI	s3fs	`2023.9.2`	direct
PyPI	s3fs	`2024.5.0`	direct
PyPI	s3fs	`2024.9.0`	direct
PyPI	s3fs	`2026.2.0`	direct
PyPI	setuptools	`—`	direct
PyPI	setuptools	`69.5.1`	direct
PyPI	statsd	`3.3.0`	direct
PyPI	statsd	`4.0.1`	direct
PyPI	typing-extensions	`—`	direct
PyPI	typing-extensions	`4.12.2`	direct
PyPI	typing-extensions	`4.15.0`	direct
PyPI	typing-extensions	`4.8.0`	direct
PyPI	typing-extensions	`4.9.0`	direct
PyPI	urllib3	`1.26.18`	direct
PyPI	urllib3	`2.0.7`	direct
PyPI	urllib3	`2.2.1`	direct
PyPI	urllib3	`2.2.3`	direct
PyPI	urllib3	`2.6.3`	direct
PyPI	absl-py	`2.4.0`	indirect
PyPI	aioboto3	`—`	indirect
PyPI	aiobotocore	`2.13.0`	indirect
PyPI	aiobotocore	`2.15.2`	indirect
PyPI	aiobotocore	`2.5.4`	indirect
PyPI	aiofiles	`23.2.1`	indirect
PyPI	aiohappyeyeballs	`2.4.3`	indirect
PyPI	aiohappyeyeballs	`2.4.4`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`—`	indirect
PyPI	aiohttp	`3.10.10`	indirect
PyPI	aiohttp	`3.10.11`	indirect
PyPI	aiohttp	`3.13.3`	indirect
PyPI	aiohttp	`3.9.0`	indirect
PyPI	aiohttp	`3.9.3`	indirect
PyPI	aioitertools	`0.11.0`	indirect
PyPI	aioitertools	`0.12.0`	indirect
PyPI	aioresponses	`0.7.6`	indirect
PyPI	aiosignal	`1.3.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	alembic	`1.13.3`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.12.1`	indirect
PyPI	anyio	`4.6.0`	indirect
PyPI	apache-airflow	`—`	indirect
PyPI	apache-airflow	`2.10.3`	indirect
PyPI	apache-airflow-providers-apache-beam	`5.8.0`	indirect
PyPI	apache-airflow-providers-common-compat	`1.2.0`	indirect
PyPI	apache-airflow-providers-common-io	`1.4.1`	indirect
PyPI	apache-airflow-providers-common-sql	`1.25.0rc1`	indirect
PyPI	apache-airflow-providers-fab	`1.4.0`	indirect
PyPI	apache-airflow-providers-ftp	`3.11.1`	indirect
PyPI	apache-airflow-providers-google	`—`	indirect
PyPI	apache-airflow-providers-google	`10.23.0`	indirect
PyPI	apache-airflow-providers-http	`4.13.1`	indirect
PyPI	apache-airflow-providers-imap	`3.7.0`	indirect
PyPI	apache-airflow-providers-smtp	`1.8.0`	indirect
PyPI	apache-airflow-providers-sqlite	`3.9.0`	indirect
PyPI	apache-beam	`2.59.0`	indirect
PyPI	apispec	`6.6.1`	indirect
PyPI	argcomplete	`3.5.1`	indirect
PyPI	arrow	`1.3.0`	indirect
PyPI	asgiref	`3.8.1`	indirect
PyPI	asn1crypto	`1.5.1`	indirect
PyPI	asttokens	`2.4.1`	indirect
PyPI	astunparse	`1.6.3`	indirect
PyPI	async-timeout	`4.0.3`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	asyncssh	`—`	indirect
PyPI	attrs	`23.1.0`	indirect
PyPI	attrs	`23.2.0`	indirect
PyPI	attrs	`24.2.0`	indirect
PyPI	autoflake	`2.3.1`	indirect
PyPI	azure-core	`1.29.5`	indirect
PyPI	azure-core	`1.30.0`	indirect
PyPI	azure-core	`1.30.1`	indirect
PyPI	azure-core	`1.31.0`	indirect
PyPI	azure-datalake-store	`0.0.53`	indirect
PyPI	azure-identity	`1.15.0`	indirect
PyPI	azure-identity	`1.16.0`	indirect
PyPI	azure-identity	`1.19.0`	indirect
PyPI	azure-storage-blob	`12.19.0`	indirect
PyPI	azure-storage-blob	`12.20.0`	indirect
PyPI	azure-storage-blob	`12.23.1`	indirect
PyPI	babel	`2.16.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	backports-tarfile	`1.2.0`	indirect
PyPI	binaryornot	`0.4.4`	indirect
PyPI	blinker	`1.8.2`	indirect
PyPI	boto3	`—`	indirect
PyPI	botocore	`1.31.17`	indirect
PyPI	botocore	`1.34.106`	indirect
PyPI	botocore	`1.35.36`	indirect
PyPI	cachelib	`0.9.0`	indirect
PyPI	cattrs	`24.1.2`	indirect
PyPI	certifi	`2023.11.17`	indirect
PyPI	certifi	`2024.2.2`	indirect
PyPI	certifi	`2024.7.4`	indirect
PyPI	certifi	`2024.8.30`	indirect
PyPI	cffi	`1.16.0`	indirect
PyPI	cffi	`1.17.1`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	chardet	`5.2.0`	indirect
PyPI	charset-normalizer	`3.3.2`	indirect
PyPI	charset-normalizer	`3.4.0`	indirect
PyPI	clickclick	`20.10.2`	indirect
PyPI	codespell	`2.3.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	coloredlogs	`15.0.1`	indirect
PyPI	colorlog	`6.8.2`	indirect
PyPI	comet-ml	`—`	indirect
PyPI	comm	`0.2.2`	indirect
PyPI	configupdater	`3.2`	indirect
PyPI	connexion	`2.14.2`	indirect
PyPI	cookiecutter	`2.4.0`	indirect
PyPI	cookiecutter	`2.5.0`	indirect
PyPI	coverage	`7.5.3`	indirect
PyPI	crcmod	`1.7`	indirect
PyPI	cron-descriptor	`1.4.5`	indirect
PyPI	cryptography	`41.0.5`	indirect
PyPI	cryptography	`42.0.2`	indirect
PyPI	cryptography	`43.0.1`	indirect
PyPI	dask	`—`	indirect
PyPI	datasets	`—`	indirect
PyPI	db-dtypes	`1.3.0`	indirect
PyPI	dbt-core	`—`	indirect
PyPI	debugpy	`1.8.7`	indirect
PyPI	decorator	`5.1.1`	indirect
PyPI	deprecated	`1.2.14`	indirect
PyPI	dill	`0.3.1.1`	indirect
PyPI	distlib	`0.3.8`	indirect
PyPI	dnspython	`2.7.0`	indirect
PyPI	docker-image-py	`0.1.12`	indirect
PyPI	docopt	`0.6.2`	indirect
PyPI	docutils	`0.21.2`	indirect
PyPI	dolt-integrations	`—`	indirect
PyPI	duckdb	`—`	indirect
PyPI	email-validator	`2.2.0`	indirect
PyPI	envd	`—`	indirect
PyPI	exceptiongroup	`1.1.3`	indirect
PyPI	exceptiongroup	`1.2.0`	indirect
PyPI	exceptiongroup	`1.2.2`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	execnet	`2.1.1`	indirect
PyPI	executing	`2.0.1`	indirect
PyPI	executing	`2.1.0`	indirect
PyPI	fastavro	`1.9.7`	indirect
PyPI	fasteners	`0.19`	indirect
PyPI	filelock	`3.13.1`	indirect
PyPI	filelock	`3.20.3`	indirect
PyPI	flask	`2.2.5`	indirect
PyPI	flask-appbuilder	`4.5.0`	indirect
PyPI	flask-babel	`2.0.0`	indirect
PyPI	flask-caching	`2.3.0`	indirect
PyPI	flask-jwt-extended	`4.6.0`	indirect
PyPI	flask-limiter	`3.8.0`	indirect
PyPI	flask-login	`0.6.3`	indirect
PyPI	flask-session	`0.5.0`	indirect
PyPI	flask-sqlalchemy	`2.5.1`	indirect
PyPI	flask-wtf	`1.2.1`	indirect
PyPI	flatbuffers	`23.5.26`	indirect
PyPI	flatbuffers	`25.12.19`	indirect
PyPI	flatten-dict	`—`	indirect
PyPI	flytekit	`—`	indirect
PyPI	flytekit	`1.10.1`	indirect
PyPI	flytekit	`1.10.3`	indirect
PyPI	flytekit	`1.14.0b0`	indirect
PyPI	frozenlist	`1.4.0`	indirect
PyPI	frozenlist	`1.4.1`	indirect
PyPI	gast	`0.7.0`	indirect
PyPI	gcloud-aio-auth	`5.3.2`	indirect
PyPI	gcloud-aio-bigquery	`7.1.0`	indirect
PyPI	gcloud-aio-storage	`9.3.0`	indirect
PyPI	geopandas	`—`	indirect
PyPI	gitdb	`4.0.11`	indirect
PyPI	gitpython	`3.1.40`	indirect
PyPI	google-ads	`25.0.0`	indirect
PyPI	google-analytics-admin	`0.23.0`	indirect
PyPI	google-api-core	`2.14.0`	indirect
PyPI	google-api-core	`2.16.2`	indirect
PyPI	google-api-core	`2.19.0`	indirect
PyPI	google-api-core	`2.21.0`	indirect
PyPI	google-api-core	`2.29.0`	indirect
PyPI	google-api-python-client	`2.149.0`	indirect
PyPI	google-apitools	`0.5.31`	indirect
PyPI	google-auth	`—`	indirect
PyPI	google-auth	`2.23.4`	indirect
PyPI	google-auth	`2.27.0`	indirect
PyPI	google-auth	`2.29.0`	indirect
PyPI	google-auth	`2.35.0`	indirect
PyPI	google-auth-httplib2	`0.2.0`	indirect
PyPI	google-auth-oauthlib	`1.1.0`	indirect
PyPI	google-auth-oauthlib	`1.2.0`	indirect
PyPI	google-auth-oauthlib	`1.2.1`	indirect
PyPI	google-cloud-aiplatform	`1.70.0`	indirect
PyPI	google-cloud-appengine-logging	`1.4.5`	indirect
PyPI	google-cloud-audit-log	`0.3.0`	indirect
PyPI	google-cloud-automl	`2.13.5`	indirect
PyPI	google-cloud-batch	`0.17.29`	indirect
PyPI	google-cloud-bigquery	`—`	indirect
PyPI	google-cloud-bigquery	`3.23.1`	indirect
PyPI	google-cloud-bigquery	`3.26.0`	indirect
PyPI	google-cloud-bigquery-datatransfer	`3.16.0`	indirect
PyPI	google-cloud-bigquery-storage	`—`	indirect
PyPI	google-cloud-bigquery-storage	`2.25.0`	indirect
PyPI	google-cloud-bigquery-storage	`2.26.0`	indirect
PyPI	google-cloud-bigtable	`2.26.0`	indirect
PyPI	google-cloud-build	`3.25.0`	indirect
PyPI	google-cloud-compute	`1.19.2`	indirect
PyPI	google-cloud-container	`2.52.0`	indirect
PyPI	google-cloud-core	`2.3.3`	indirect
PyPI	google-cloud-core	`2.4.1`	indirect
PyPI	google-cloud-datacatalog	`3.20.1`	indirect
PyPI	google-cloud-dataflow-client	`0.8.12`	indirect
PyPI	google-cloud-dataform	`0.5.11`	indirect
PyPI	google-cloud-dataplex	`2.2.2`	indirect
PyPI	google-cloud-dataproc	`5.13.0`	indirect
PyPI	google-cloud-dataproc-metastore	`1.15.5`	indirect
PyPI	google-cloud-datastore	`2.20.1`	indirect
PyPI	google-cloud-dlp	`3.23.0`	indirect
PyPI	google-cloud-kms	`3.0.0`	indirect
PyPI	google-cloud-language	`2.14.0`	indirect
PyPI	google-cloud-logging	`3.11.2`	indirect
PyPI	google-cloud-memcache	`1.9.5`	indirect
PyPI	google-cloud-monitoring	`2.22.2`	indirect
PyPI	google-cloud-orchestration-airflow	`1.14.0`	indirect
PyPI	google-cloud-os-login	`2.14.6`	indirect
PyPI	google-cloud-pubsub	`2.25.0`	indirect
PyPI	google-cloud-pubsublite	`1.11.1`	indirect
PyPI	google-cloud-recommendations-ai	`0.10.12`	indirect
PyPI	google-cloud-redis	`2.15.5`	indirect
PyPI	google-cloud-resource-manager	`1.12.5`	indirect
PyPI	google-cloud-run	`0.10.9`	indirect
PyPI	google-cloud-secret-manager	`—`	indirect
PyPI	google-cloud-secret-manager	`2.20.2`	indirect
PyPI	google-cloud-spanner	`3.49.1`	indirect
PyPI	google-cloud-speech	`2.27.0`	indirect
PyPI	google-cloud-storage	`2.13.0`	indirect
PyPI	google-cloud-storage	`2.14.0`	indirect
PyPI	google-cloud-storage	`2.16.0`	indirect
PyPI	google-cloud-storage	`2.18.2`	indirect
PyPI	google-cloud-storage-control	`1.10.0`	indirect
PyPI	google-cloud-storage-transfer	`1.12.0`	indirect
PyPI	google-cloud-tasks	`2.16.5`	indirect
PyPI	google-cloud-texttospeech	`2.18.0`	indirect
PyPI	google-cloud-translate	`3.16.0`	indirect
PyPI	google-cloud-videointelligence	`2.13.5`	indirect
PyPI	google-cloud-vision	`3.7.4`	indirect
PyPI	google-cloud-workflows	`1.14.5`	indirect
PyPI	google-crc32c	`1.5.0`	indirect
PyPI	google-crc32c	`1.6.0`	indirect
PyPI	google-pasta	`0.2.0`	indirect
PyPI	google-re2	`—`	indirect
PyPI	google-re2	`1.1.20240702`	indirect
PyPI	google-resumable-media	`2.6.0`	indirect
PyPI	google-resumable-media	`2.7.0`	indirect
PyPI	google-resumable-media	`2.7.2`	indirect
PyPI	great-expectations	`—`	indirect
PyPI	great-tables	`—`	indirect
PyPI	greenlet	`3.1.1`	indirect
PyPI	grpc-google-iam-v1	`0.13.1`	indirect
PyPI	grpc-google-iam-v1	`0.14.3`	indirect
PyPI	grpc-interceptor	`0.15.4`	indirect
PyPI	grpcio-gcp	`0.2.2`	indirect
PyPI	grpcio-health-checking	`—`	indirect
PyPI	grpcio-health-checking	`1.62.3`	indirect
PyPI	gunicorn	`23.0.0`	indirect
PyPI	h11	`0.14.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h5py	`3.15.1`	indirect
PyPI	hdfs	`2.7.3`	indirect
PyPI	httpcore	`1.0.6`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httplib2	`0.22.0`	indirect
PyPI	httpx	`0.27.2`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	humanfriendly	`10.0`	indirect
PyPI	hypothesis	`6.103.0`	indirect
PyPI	icdiff	`2.0.7`	indirect
PyPI	identify	`2.5.36`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.4`	indirect
PyPI	idna	`3.6`	indirect
PyPI	idna	`3.7`	indirect
PyPI	immutabledict	`4.2.0`	indirect
PyPI	importlib-resources	`6.1.1`	indirect
PyPI	importlib-resources	`6.4.5`	indirect
PyPI	inflection	`0.5.1`	indirect
PyPI	iniconfig	`2.0.0`	indirect
PyPI	ipykernel	`—`	indirect
PyPI	ipykernel	`6.29.5`	indirect
PyPI	ipython	`8.25.0`	indirect
PyPI	ipython	`8.28.0`	indirect
PyPI	isodate	`0.6.1`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jaraco-classes	`3.3.0`	indirect
PyPI	jaraco-classes	`3.4.0`	indirect
PyPI	jaraco-context	`5.3.0`	indirect
PyPI	jaraco-context	`6.0.1`	indirect
PyPI	jaraco-functools	`4.0.1`	indirect
PyPI	jaraco-functools	`4.1.0`	indirect
PyPI	jedi	`0.19.1`	indirect
PyPI	jeepney	`0.8.0`	indirect
PyPI	jinja2	`3.1.2`	indirect
PyPI	jinja2	`3.1.3`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	js2py	`0.74`	indirect
PyPI	json-merge-patch	`0.2`	indirect
PyPI	jsonschema	`4.23.0`	indirect
PyPI	jsonschema-specifications	`2024.10.1`	indirect
PyPI	jupyter	`—`	indirect
PyPI	jupyter-client	`8.6.3`	indirect
PyPI	jupyter-core	`5.7.2`	indirect
PyPI	keras	`2.15.0`	indirect
PyPI	keyrings-alt	`5.0.1`	indirect
PyPI	kubernetes	`—`	indirect
PyPI	kubernetes	`28.1.0`	indirect
PyPI	kubernetes	`29.0.0`	indirect
PyPI	lazy-object-proxy	`1.10.0`	indirect
PyPI	leptonai	`—`	indirect
PyPI	libclang	`18.1.1`	indirect
PyPI	limits	`3.13.0`	indirect
PyPI	linkify-it-py	`2.0.3`	indirect
PyPI	lockfile	`0.12.2`	indirect
PyPI	looker-sdk	`24.18.0`	indirect
PyPI	mako	`1.3.5`	indirect
PyPI	markdown	`3.10.1`	indirect
PyPI	markupsafe	`2.1.3`	indirect
PyPI	markupsafe	`2.1.5`	indirect
PyPI	markupsafe	`3.0.1`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow-oneofschema	`3.1.1`	indirect
PyPI	marshmallow-sqlalchemy	`0.28.2`	indirect
PyPI	matplotlib-inline	`0.1.7`	indirect
PyPI	mdit-py-plugins	`0.4.2`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	memray	`—`	indirect
PyPI	methodtools	`0.4.7`	indirect
PyPI	ml-dtypes	`0.3.2`	indirect
PyPI	mlflow	`—`	indirect
PyPI	mock	`5.1.0`	indirect
PyPI	more-itertools	`10.1.0`	indirect
PyPI	more-itertools	`10.2.0`	indirect
PyPI	more-itertools	`10.5.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msal	`1.25.0`	indirect
PyPI	msal	`1.26.0`	indirect
PyPI	msal	`1.28.0`	indirect
PyPI	msal	`1.31.0`	indirect
PyPI	msal-extensions	`1.0.0`	indirect
PyPI	msal-extensions	`1.1.0`	indirect
PyPI	msal-extensions	`1.2.0`	indirect
PyPI	multidict	`6.0.4`	indirect
PyPI	multidict	`6.0.5`	indirect
PyPI	multidict	`6.1.0`	indirect
PyPI	mypy	`1.6.1`	indirect
PyPI	mypy-extensions	`1.0.0`	indirect
PyPI	natsort	`8.4.0`	indirect
PyPI	nbconvert	`—`	indirect
PyPI	neptune-scale	`—`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`—`	indirect
PyPI	networkx	`3.1`	indirect
PyPI	nodeenv	`1.9.0`	indirect
PyPI	numpy	`—`	indirect
PyPI	numpy	`1.23.5`	indirect
PyPI	numpy	`1.24.4`	indirect
PyPI	numpy	`1.26.4`	indirect
PyPI	numpy	`2.1.2`	indirect
PyPI	nvidia-cublas-cu12	`12.1.3.1`	indirect
PyPI	nvidia-cuda-cupti-cu12	`12.1.105`	indirect
PyPI	nvidia-cuda-nvrtc-cu12	`12.1.105`	indirect
PyPI	nvidia-cuda-runtime-cu12	`12.1.105`	indirect
PyPI	nvidia-cudnn-cu12	`8.9.2.26`	indirect
PyPI	nvidia-cufft-cu12	`11.0.2.54`	indirect
PyPI	nvidia-curand-cu12	`10.3.2.106`	indirect
PyPI	nvidia-cusolver-cu12	`11.4.5.107`	indirect
PyPI	nvidia-cusparse-cu12	`12.1.0.106`	indirect
PyPI	nvidia-nccl-cu12	`2.18.1`	indirect
PyPI	nvidia-nvjitlink-cu12	`12.3.101`	indirect
PyPI	nvidia-nvtx-cu12	`12.1.105`	indirect
PyPI	oauth2client	`4.1.3`	indirect
PyPI	oauthlib	`3.2.2`	indirect
PyPI	objsize	`0.7.0`	indirect
PyPI	omegaconf	`—`	indirect
PyPI	onnx	`—`	indirect
PyPI	onnx-pytorch	`—`	indirect
PyPI	onnxruntime	`1.16.1`	indirect
PyPI	onnxscript	`—`	indirect
PyPI	openai	`—`	indirect
PyPI	opentelemetry-api	`1.16.0`	indirect
PyPI	opentelemetry-exporter-otlp	`1.16.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-grpc	`1.16.0`	indirect
PyPI	opentelemetry-exporter-otlp-proto-http	`1.16.0`	indirect
PyPI	opentelemetry-proto	`1.16.0`	indirect
PyPI	opentelemetry-sdk	`1.16.0`	indirect
PyPI	opentelemetry-semantic-conventions	`0.37b0`	indirect
PyPI	opt-einsum	`3.4.0`	indirect
PyPI	optuna	`—`	indirect
PyPI	ordered-set	`4.1.0`	indirect
PyPI	orjson	`3.10.3`	indirect
PyPI	orjson	`3.10.7`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`23.1`	indirect
PyPI	packaging	`23.2`	indirect
PyPI	packaging	`24.0`	indirect
PyPI	packaging	`24.1`	indirect
PyPI	pandas	`—`	indirect
PyPI	pandas	`1.5.3`	indirect
PyPI	pandas	`2.0.3`	indirect
PyPI	pandas	`2.1.4`	indirect
PyPI	pandas	`2.2.2`	indirect
PyPI	pandas-gbq	`0.23.2`	indirect
PyPI	pandera	`—`	indirect
PyPI	papermill	`—`	indirect
PyPI	parso	`0.8.4`	indirect
PyPI	pathspec	`0.12.1`	indirect
PyPI	pendulum	`3.0.0`	indirect
PyPI	perian	`—`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`10.3.0`	indirect
PyPI	pillow	`10.4.0`	indirect
PyPI	pillow	`12.2.0`	indirect
PyPI	platformdirs	`3.11.0`	indirect
PyPI	platformdirs	`4.2.2`	indirect
PyPI	plotly	`—`	indirect
PyPI	pluggy	`1.3.0`	indirect
PyPI	pluggy	`1.5.0`	indirect
PyPI	polars	`—`	indirect
PyPI	portalocker	`2.10.1`	indirect
PyPI	portalocker	`2.8.2`	indirect
PyPI	pprintpp	`0.4.0`	indirect
PyPI	pre-commit	`3.7.1`	indirect
PyPI	prison	`0.2.1`	indirect
PyPI	prometheus-client	`0.20.0`	indirect
PyPI	prometheus-client	`0.24.1`	indirect
PyPI	prompt-toolkit	`3.0.45`	indirect
PyPI	prompt-toolkit	`3.0.48`	indirect
PyPI	propcache	`0.2.0`	indirect
PyPI	propcache	`0.2.1`	indirect
PyPI	proto-plus	`1.23.0`	indirect
PyPI	proto-plus	`1.24.0`	indirect
PyPI	protoc-gen-openapiv2	`0.0.1`	indirect
PyPI	protoc-gen-swagger	`0.1.0`	indirect
PyPI	psutil	`6.0.0`	indirect
PyPI	psutil	`6.1.0`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.2`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py4j	`0.10.9.7`	indirect
PyPI	pyarrow	`10.0.1`	indirect
PyPI	pyarrow	`15.0.0`	indirect
PyPI	pyarrow	`16.1.0`	indirect
PyPI	pyarrow-hotfix	`0.6`	indirect
PyPI	pyasn1	`0.5.1`	indirect
PyPI	pyasn1	`0.6.0`	indirect
PyPI	pyasn1	`0.6.1`	indirect
PyPI	pyasn1	`0.6.2`	indirect
PyPI	pyasn1-modules	`0.3.0`	indirect
PyPI	pyasn1-modules	`0.4.0`	indirect
PyPI	pyasn1-modules	`0.4.1`	indirect
PyPI	pybars3	`0.9.7`	indirect
PyPI	pycparser	`2.21`	indirect
PyPI	pycparser	`2.22`	indirect
PyPI	pydantic	`—`	indirect
PyPI	pydantic	`2.9.2`	indirect
PyPI	pydantic-core	`2.23.4`	indirect
PyPI	pydata-google-auth	`1.8.2`	indirect
PyPI	pydot	`1.4.2`	indirect
PyPI	pyflakes	`3.2.0`	indirect
PyPI	pyjsparser	`2.7.1`	indirect
PyPI	pyjwt	`2.11.0`	indirect
PyPI	pyjwt	`2.8.0`	indirect
PyPI	pyjwt	`2.9.0`	indirect
PyPI	pymeta3	`0.5.1`	indirect
PyPI	pymongo	`4.10.1`	indirect
PyPI	pyopenssl	`23.3.0`	indirect
PyPI	pyopenssl	`24.2.1`	indirect
PyPI	pyparsing	`3.1.4`	indirect
PyPI	pyspark	`—`	indirect
PyPI	pyspark	`3.3.2`	indirect
PyPI	pyspark	`3.5.0`	indirect
PyPI	pytest	`7.4.0`	indirect
PyPI	pytest	`7.4.3`	indirect
PyPI	pytest	`8.2.1`	indirect
PyPI	pytest-asyncio	`—`	indirect
PyPI	pytest-asyncio	`0.21.1`	indirect
PyPI	pytest-asyncio	`0.23.7`	indirect
PyPI	pytest-cov	`5.0.0`	indirect
PyPI	pytest-icdiff	`0.9`	indirect
PyPI	pytest-mock	`3.14.0`	indirect
PyPI	pytest-timeout	`2.3.1`	indirect
PyPI	pytest-xdist	`3.6.1`	indirect
PyPI	python-daemon	`3.0.1`	indirect
PyPI	python-dateutil	`2.8.2`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-magic	`0.4.27`	indirect
PyPI	python-nvd3	`0.16.0`	indirect
PyPI	python-slugify	`8.0.1`	indirect
PyPI	python-slugify	`8.0.3`	indirect
PyPI	python-slugify	`8.0.4`	indirect
PyPI	pytz	`2023.3.post1`	indirect
PyPI	pytz	`2024.1`	indirect
PyPI	pytz	`2024.2`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pywin32-ctypes	`0.2.3`	indirect
PyPI	pyzmq	`26.2.0`	indirect
PyPI	ray	`—`	indirect
PyPI	redis	`5.1.1`	indirect
PyPI	referencing	`0.35.1`	indirect
PyPI	regex	`2023.10.3`	indirect
PyPI	regex	`2024.9.11`	indirect
PyPI	requests-oauthlib	`1.3.1`	indirect
PyPI	requests-oauthlib	`2.0.0`	indirect
PyPI	requests-toolbelt	`1.0.0`	indirect
PyPI	rfc3339-validator	`0.1.4`	indirect
PyPI	rich-argparse	`1.5.2`	indirect
PyPI	rpds-py	`0.20.0`	indirect
PyPI	rsa	`4.9`	indirect
PyPI	scikit-learn	`1.5.0`	indirect
PyPI	scipy	`1.13.1`	indirect
PyPI	scipy	`1.14.1`	indirect
PyPI	secretstorage	`3.3.3`	indirect
PyPI	setproctitle	`1.3.3`	indirect
PyPI	setuptools-scm	`8.1.0`	indirect
PyPI	shapely	`2.0.6`	indirect
PyPI	six	`1.16.0`	indirect
PyPI	skl2onnx	`—`	indirect
PyPI	smmap	`5.0.1`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	snowflake-connector-python	`—`	indirect
PyPI	snowflake-connector-python	`3.13.1`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	sqlalchemy	`—`	indirect
PyPI	sqlalchemy	`1.4.54`	indirect
PyPI	sqlalchemy-bigquery	`1.12.0`	indirect
PyPI	sqlalchemy-jsonfield	`1.0.2`	indirect
PyPI	sqlalchemy-spanner	`—`	indirect
PyPI	sqlalchemy-spanner	`1.7.0`	indirect
PyPI	sqlalchemy-utils	`0.41.2`	indirect
PyPI	sqlparse	`0.5.4`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	sympy	`1.12`	indirect
PyPI	tabulate	`0.9.0`	indirect
PyPI	tenacity	`9.0.0`	indirect
PyPI	tensorboard	`2.15.2`	indirect
PyPI	tensorboard-data-server	`0.7.2`	indirect
PyPI	tensorflow	`—`	indirect
PyPI	tensorflow	`2.15.1`	indirect
PyPI	tensorflow-estimator	`2.15.0`	indirect
PyPI	tensorflow-io-gcs-filesystem	`0.37.1`	indirect
PyPI	termcolor	`2.5.0`	indirect
PyPI	termcolor	`3.3.0`	indirect
PyPI	text-unidecode	`1.3`	indirect
PyPI	tf2onnx	`—`	indirect
PyPI	threadpoolctl	`3.5.0`	indirect
PyPI	time-machine	`2.16.0`	indirect
PyPI	tomli	`2.0.1`	indirect
PyPI	tomli	`2.4.0`	indirect
PyPI	tomlkit	`0.13.2`	indirect
PyPI	torch	`—`	indirect
PyPI	torch	`1.12.1`	indirect
PyPI	torch	`2.1.0`	indirect
PyPI	torchvision	`0.16.0`	indirect
PyPI	tornado	`6.4.1`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	triton	`2.1.0`	indirect
PyPI	types-cachetools	`6.2.0.20251022`	indirect
PyPI	types-croniter	`2.0.0.20240423`	indirect
PyPI	types-decorator	`5.1.8.20240310`	indirect
PyPI	types-mock	`5.1.0.20240425`	indirect
PyPI	types-protobuf	`4.25.0.20240417`	indirect
PyPI	types-python-dateutil	`2.8.19.14`	indirect
PyPI	types-python-dateutil	`2.8.19.20240106`	indirect
PyPI	types-requests	`2.32.0.20240523`	indirect
PyPI	typing-inspect	`0.9.0`	indirect
PyPI	tzdata	`2023.4`	indirect
PyPI	tzdata	`2024.1`	indirect
PyPI	tzdata	`2024.2`	indirect
PyPI	tzlocal	`5.3.1`	indirect
PyPI	uc-micro-py	`1.0.3`	indirect
PyPI	universal-pathlib	`0.2.5`	indirect
PyPI	uritemplate	`4.1.1`	indirect
PyPI	vaex-core	`—`	indirect
PyPI	virtualenv	`20.36.1`	indirect
PyPI	wandb	`—`	indirect
PyPI	wcwidth	`0.2.13`	indirect
PyPI	websocket-client	`1.6.4`	indirect
PyPI	websocket-client	`1.7.0`	indirect
PyPI	websocket-client	`1.8.0`	indirect
PyPI	werkzeug	`2.2.3`	indirect
PyPI	werkzeug	`3.1.5`	indirect
PyPI	werkzeug	`3.1.6`	indirect
PyPI	wheel	`0.41.3`	indirect
PyPI	wheel	`0.46.3`	indirect
PyPI	whylabs-client	`0.6.10`	indirect
PyPI	whylogs	`—`	indirect
PyPI	whylogs	`1.5.1`	indirect
PyPI	whylogs-sketching	`3.4.1.dev3`	indirect
PyPI	wirerope	`0.4.7`	indirect
PyPI	wrapt	`1.14.2`	indirect
PyPI	wrapt	`1.16.0`	indirect
PyPI	wtforms	`3.1.2`	indirect
PyPI	xarray	`—`	indirect
PyPI	xxhash	`—`	indirect
PyPI	yarl	`1.14.0`	indirect
PyPI	yarl	`1.17.2`	indirect
PyPI	yarl	`1.18.3`	indirect
PyPI	yarl	`1.9.3`	indirect
PyPI	yarl	`1.9.4`	indirect
PyPI	zarr	`—`	indirect
PyPI	zipp	`3.17.0`	indirect
PyPI	zipp	`3.19.1`	indirect
PyPI	zipp	`3.20.2`	indirect
PyPI	zipp	`3.21.0`	indirect
PyPI	zstandard	`0.23.0`	indirect

Dependency advisories 2

Installing pypi:flytekit@1.16.26 pulls in 94 packages, direct and transitive: 2 carry known advisories, of which 2 are direct dependencies.

Package	Version	Relation	Severity	Advisories	Fixed in
diskcache	`5.6.3`	direct	moderate	2	—
setuptools	`81.0.0`	direct	moderate	2	`83.0.0`

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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Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.27.0 — full methodology · metrics wiki.

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

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