Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-14 07:40 UTC

flyteorg / flytekit

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

PythonApache-2.0★ 320 stars⑂ 344 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 91 out of 100, placing it in the Excellent band. It scores highest on Engineering Quality (91/100) and lowest on Security (36/100). It was last updated 17 days ago. 5 contributors account for most of its recent work.

91
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.

91
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)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

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 77 is calibrated to 91 on the published index scale (record calibration 2026-08-02).

Ownership

FlyteOrganization · verified domain
350 followers55 public repossince Jan 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIflytekit1.16.28567,12148226 days ago

Metrics by category

Vitality

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

87Excellent · 21% of overall

Development activity

78Good
How it's scored
28.8/36Push recency — last push 17 days ago
23.5/36Commit cadence — 34/52 weeks with commits
17.6/18Commit volume — 90 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year90
human_commit_share0.91
days_since_last_push17
active_weeks_last_year34

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 26 days ago
27/27Release cadence — a release every ~11.8 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tagv1.16.28
releases_from_tagsno
days_since_latest_release26
mean_days_between_releases11.8

Community & Adoption

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

79Good · 17% of overall

Popularity & adoption

75Good
How it's scored
40.6/60Stars — 320 stars
21.1/25Forks — 344 forks
13.2/15Watchers — 234 watchers
Inputs used
forks344
stars320
watchers234
growth_stateorganic
growth_factor_pct100

Community health

72Good
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
0/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges10
has_contributingno
has_issue_templateno
has_code_of_conductyes
readme_badge_servicesbadge.fury.io, readthedocs.org, shields.io
has_pull_request_templateyes

Ecosystem adoption (downloads)

96Exceptional
How it's scored
76.7/80Monthly downloads — 567,121 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesflytekit
dependents—
ecosystemspypi
total_downloads—
monthly_downloads567,121
unverified_packages_excluded—
Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.

Sustainability & Governance

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

83Excellent · 23% of overall

Maintainer resilience (bus factor)

87Excellent
How it's scored
45.9/54Bus factor — 5 contributor(s) cover half of all commits
19/22.5Commit distribution — top contributor authored 16% of commits
13.5/13.5Contributor breadth — 99 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor5
contributors_sampled99
top_contributor_share0.157

Issue & PR responsiveness

54Moderate
How it's scored
0/42Issue resolution — no issues or no data
23.4/30PR acceptance — 2,566/3,296 decided PRs merged
0/13Newcomer PR acceptance — 0/1 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs2,566
open_issues0
closed_issues0
prs_merged_7d0
prs_decided_7d0
prs_merged_30d3
prs_decided_30d4
issue_closed_ratio—
closed_unmerged_prs730
first_time_authors_30d1
first_time_prs_merged_30d0
first_time_prs_decided_30d1
Excluded from scoring (no data or not applicable): Issue resolution. Remaining weights renormalized.

Ownership & stewardship

93Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
18.3/25Owner reach — 350 followers of flyteorg
24.7/25Track record — 55 public repos, account ~8 yr old
Inputs used
followers350
owner_typeOrganization
is_verifiedyes
owner_loginflyteorg
public_repos55
account_age_days3,166

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 1 package(s) on pypi
35/35Publish recency — latest publish 26 days ago
20/20Version history — 482 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesflytekit
ecosystemspypi
any_deprecatedno
min_days_since_publish26

Engineering Quality

Are baseline engineering and documentation practices in place?

91Excellent · 19% of overall

Engineering practices

92Excellent
How it's scored
24/24CI workflows — 4 workflow(s)
24/24Tests present
16/16Linter config — pyproject.toml ([tool.ruff])
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://docs.flyte.org/en/latest/api/flytekit/docs_index.html
10/10Repository description
10/10Topics — 13 topics
0/10Wiki
Inputs used
topicsflyte, flyte-tasks, pypi, spark, workflows, sdk, python, mlops, extensible, automation, data-science, data, hacktoberfest
has_wikino
homepagehttps://docs.flyte.org/en/latest/api/flytekit/docs_index.html
docs_sitehttps://docs.flyte.org/en/latest/api/flytekit/docs_index.html
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

36Weak · 16% of overall

Security posture

25At Risk
How it's scored
0/30Security policy (SECURITY.md)
0/25Dependabot config
25/25Dependency lockfiles — uv.lock
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesuv.lock
manifestsplugins/setup.py, pyproject.toml, setup.cfg, setup.py
has_codeql_workflowno
has_security_policyno
has_dependabot_configno

Dependency advisories

79Good
How it's scored
16.7/35Direct dependencies free of known advisories — 2 affected: diskcache 5.6.3 (moderate), setuptools 81.0.0 (moderate 6.1)
25/25Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
37.2/40No advisories left outstanding — 1 advisory-carrying package(s) unaddressed past 90 days; oldest published 214 days ago
Inputs used
sourceosv
advisories4
affected_packages2
assessed_packages95
unassessed_packages0
affected_by_severitymoderate 2
direct_affected_packages2
Matched the pypi:flytekit@1.16.28 runtime dependency closure — what installing the published package pulls in — 95 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.

71Good · 4% of overall

Agent context & guidance

55Moderate
How it's scored
0/45Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://docs.flyte.org/llms.txt)
40/40Legible commit history — 87 of 91 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://docs.flyte.org/llms.txt
legible_history_share0.956
agent_instruction_files—
agent_instruction_max_bytes—

Verify loop (build / test / typecheck)

79Good
How it's scored
18/18One-command bootstrap — Makefile, docs/Makefile, plugins/Makefile
22/22Automated tests
11/11Lint / format config — pyproject.toml ([tool.ruff])
0/11Static type checking
10/10Reproducible environment — Dockerfile, lockfile
2/10Demonstrated agent practice — 1 of the last 100 commits agent-authored or agent-credited
8/8Automated maintenance — 9 of the last 100 commits are automated dependency updates
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesuv.lock
has_dockerfileyes
typed_languageno
bootstrap_filesMakefile, docs/Makefile, plugins/Makefile
has_devcontainerno
has_linter_configyes
typecheck_configs—
agent_commit_share0.01
toolchain_manifests—
dependency_bot_commit_share0.09

Code legibility for models

54Moderate
How it's scored
0/45Type-checkable code — Python without a type-check config
54.5/55Manageable file sizes — 9/1,011 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes151,999
source_files_sampled1,011
oversized_source_files9

Machine-readable interfaces

100Exceptional
How it's scored
0/40API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
0/20MCP server — not applicable to this kind of software
40/40Runnable examples — examples, notebooks
Inputs used
example_dirsexamples, notebooks
has_mcp_signalno
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

320GitHub stars
99contributors
90commits, last 12 months
17days 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
  • Star history carried forward from 2026-07-13: GitHub restricted the stargazers API to repository admins, so it can no longer be collected. The repository has 320 stars today.
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit; 2026/09/14 07:39:29 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 315 ★ / 344 ⇿
315Stars
344Forks
100Releases

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.

Star history is shown as collected on 2026-07-13. GitHub restricted the stargazers API to repository administrators in July 2026, so this series can no longer be extended; the current star total above remains live.

0125250375315340152019-082023-032026-09
Major 0Minor 4Patch 56

Each point covers 7 days.

Direct dependencies 39
RegistryPackageVersion constraintManifest
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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.

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PyPIenvd—indirect
PyPIexceptiongroup1.1.3indirect
PyPIexceptiongroup1.2.0indirect
PyPIexceptiongroup1.2.2indirect
PyPIexceptiongroup1.3.1indirect
PyPIexecnet2.1.1indirect
PyPIexecuting2.0.1indirect
PyPIexecuting2.1.0indirect
PyPIfastavro1.9.7indirect
PyPIfasteners0.19indirect
PyPIfilelock3.13.1indirect
PyPIfilelock3.20.3indirect
PyPIflask2.2.5indirect
PyPIflask-appbuilder4.5.0indirect
PyPIflask-babel2.0.0indirect
PyPIflask-caching2.3.0indirect
PyPIflask-jwt-extended4.6.0indirect
PyPIflask-limiter3.8.0indirect
PyPIflask-login0.6.3indirect
PyPIflask-session0.5.0indirect
PyPIflask-sqlalchemy2.5.1indirect
PyPIflask-wtf1.2.1indirect
PyPIflatbuffers23.5.26indirect
PyPIflatbuffers25.12.19indirect
PyPIflatten-dict—indirect
PyPIflytekit—indirect
PyPIflytekit1.10.1indirect
PyPIflytekit1.10.3indirect
PyPIflytekit1.14.0b0indirect
PyPIfrozenlist1.4.0indirect
PyPIfrozenlist1.4.1indirect
PyPIgast0.7.0indirect
PyPIgcloud-aio-auth5.3.2indirect
PyPIgcloud-aio-bigquery7.1.0indirect
PyPIgcloud-aio-storage9.3.0indirect
PyPIgeopandas—indirect
PyPIgitdb4.0.11indirect
PyPIgitpython3.1.40indirect
PyPIgoogle-ads25.0.0indirect
PyPIgoogle-analytics-admin0.23.0indirect
PyPIgoogle-api-core2.14.0indirect
PyPIgoogle-api-core2.16.2indirect
PyPIgoogle-api-core2.19.0indirect
PyPIgoogle-api-core2.21.0indirect
PyPIgoogle-api-core2.29.0indirect
PyPIgoogle-api-python-client2.149.0indirect
PyPIgoogle-apitools0.5.31indirect
PyPIgoogle-auth—indirect
PyPIgoogle-auth2.23.4indirect
PyPIgoogle-auth2.27.0indirect
PyPIgoogle-auth2.29.0indirect
PyPIgoogle-auth2.35.0indirect
PyPIgoogle-auth-httplib20.2.0indirect
PyPIgoogle-auth-oauthlib1.1.0indirect
PyPIgoogle-auth-oauthlib1.2.0indirect
PyPIgoogle-auth-oauthlib1.2.1indirect
PyPIgoogle-cloud-aiplatform1.70.0indirect
PyPIgoogle-cloud-appengine-logging1.4.5indirect
PyPIgoogle-cloud-audit-log0.3.0indirect
PyPIgoogle-cloud-automl2.13.5indirect
PyPIgoogle-cloud-batch0.17.29indirect
PyPIgoogle-cloud-bigquery—indirect
PyPIgoogle-cloud-bigquery3.23.1indirect
PyPIgoogle-cloud-bigquery3.26.0indirect
PyPIgoogle-cloud-bigquery-datatransfer3.16.0indirect
PyPIgoogle-cloud-bigquery-storage—indirect
PyPIgoogle-cloud-bigquery-storage2.25.0indirect
PyPIgoogle-cloud-bigquery-storage2.26.0indirect
PyPIgoogle-cloud-bigtable2.26.0indirect
PyPIgoogle-cloud-build3.25.0indirect
PyPIgoogle-cloud-compute1.19.2indirect
PyPIgoogle-cloud-container2.52.0indirect
PyPIgoogle-cloud-core2.3.3indirect
PyPIgoogle-cloud-core2.4.1indirect
PyPIgoogle-cloud-datacatalog3.20.1indirect
PyPIgoogle-cloud-dataflow-client0.8.12indirect
PyPIgoogle-cloud-dataform0.5.11indirect
PyPIgoogle-cloud-dataplex2.2.2indirect
PyPIgoogle-cloud-dataproc5.13.0indirect
PyPIgoogle-cloud-dataproc-metastore1.15.5indirect
PyPIgoogle-cloud-datastore2.20.1indirect
PyPIgoogle-cloud-dlp3.23.0indirect
PyPIgoogle-cloud-kms3.0.0indirect
PyPIgoogle-cloud-language2.14.0indirect
PyPIgoogle-cloud-logging3.11.2indirect
PyPIgoogle-cloud-memcache1.9.5indirect
PyPIgoogle-cloud-monitoring2.22.2indirect
PyPIgoogle-cloud-orchestration-airflow1.14.0indirect
PyPIgoogle-cloud-os-login2.14.6indirect
PyPIgoogle-cloud-pubsub2.25.0indirect
PyPIgoogle-cloud-pubsublite1.11.1indirect
PyPIgoogle-cloud-recommendations-ai0.10.12indirect
PyPIgoogle-cloud-redis2.15.5indirect
PyPIgoogle-cloud-resource-manager1.12.5indirect
PyPIgoogle-cloud-run0.10.9indirect
PyPIgoogle-cloud-secret-manager—indirect
PyPIgoogle-cloud-secret-manager2.20.2indirect
PyPIgoogle-cloud-spanner3.49.1indirect
PyPIgoogle-cloud-speech2.27.0indirect
PyPIgoogle-cloud-storage2.13.0indirect
PyPIgoogle-cloud-storage2.14.0indirect
PyPIgoogle-cloud-storage2.16.0indirect
PyPIgoogle-cloud-storage2.18.2indirect
PyPIgoogle-cloud-storage-control1.10.0indirect
PyPIgoogle-cloud-storage-transfer1.12.0indirect
PyPIgoogle-cloud-tasks2.16.5indirect
PyPIgoogle-cloud-texttospeech2.18.0indirect
PyPIgoogle-cloud-translate3.16.0indirect
PyPIgoogle-cloud-videointelligence2.13.5indirect
PyPIgoogle-cloud-vision3.7.4indirect
PyPIgoogle-cloud-workflows1.14.5indirect
PyPIgoogle-crc32c1.5.0indirect
PyPIgoogle-crc32c1.6.0indirect
PyPIgoogle-pasta0.2.0indirect
PyPIgoogle-re2—indirect
PyPIgoogle-re21.1.20240702indirect
PyPIgoogle-resumable-media2.6.0indirect
PyPIgoogle-resumable-media2.7.0indirect
PyPIgoogle-resumable-media2.7.2indirect
PyPIgreat-expectations—indirect
PyPIgreat-tables—indirect
PyPIgreenlet3.1.1indirect
PyPIgrpc-google-iam-v10.13.1indirect
PyPIgrpc-google-iam-v10.14.3indirect
PyPIgrpc-interceptor0.15.4indirect
PyPIgrpcio-gcp0.2.2indirect
PyPIgrpcio-health-checking—indirect
PyPIgrpcio-health-checking1.62.3indirect
PyPIgunicorn23.0.0indirect
PyPIh110.14.0indirect
PyPIh110.16.0indirect
PyPIh5py3.15.1indirect
PyPIhdfs2.7.3indirect
PyPIhttpcore1.0.6indirect
PyPIhttpcore1.0.9indirect
PyPIhttplib20.22.0indirect
PyPIhttpx0.27.2indirect
PyPIhttpx0.28.1indirect
PyPIhumanfriendly10.0indirect
PyPIhypothesis6.103.0indirect
PyPIicdiff2.0.7indirect
PyPIidentify2.5.36indirect
PyPIidna3.10indirect
PyPIidna3.4indirect
PyPIidna3.6indirect
PyPIidna3.7indirect
PyPIimmutabledict4.2.0indirect
PyPIimportlib-resources6.1.1indirect
PyPIimportlib-resources6.4.5indirect
PyPIinflection0.5.1indirect
PyPIiniconfig2.0.0indirect
PyPIipykernel—indirect
PyPIipykernel6.29.5indirect
PyPIipython8.25.0indirect
PyPIipython8.28.0indirect
PyPIisodate0.6.1indirect
PyPIitsdangerous2.2.0indirect
PyPIjaraco-classes3.3.0indirect
PyPIjaraco-classes3.4.0indirect
PyPIjaraco-context5.3.0indirect
PyPIjaraco-context6.0.1indirect
PyPIjaraco-functools4.0.1indirect
PyPIjaraco-functools4.1.0indirect
PyPIjedi0.19.1indirect
PyPIjeepney0.8.0indirect
PyPIjinja23.1.2indirect
PyPIjinja23.1.3indirect
PyPIjinja23.1.6indirect
PyPIjmespath1.0.1indirect
PyPIjs2py0.74indirect
PyPIjson-merge-patch0.2indirect
PyPIjsonschema4.23.0indirect
PyPIjsonschema-specifications2024.10.1indirect
PyPIjupyter—indirect
PyPIjupyter-client8.6.3indirect
PyPIjupyter-core5.7.2indirect
PyPIkeras2.15.0indirect
PyPIkeyrings-alt5.0.1indirect
PyPIkubernetes—indirect
PyPIkubernetes28.1.0indirect
PyPIkubernetes29.0.0indirect
PyPIlazy-object-proxy1.10.0indirect
PyPIleptonai—indirect
PyPIlibclang18.1.1indirect
PyPIlimits3.13.0indirect
PyPIlinkify-it-py2.0.3indirect
PyPIlockfile0.12.2indirect
PyPIlooker-sdk24.18.0indirect
PyPImako1.3.5indirect
PyPImarkdown3.10.1indirect
PyPImarkupsafe2.1.3indirect
PyPImarkupsafe2.1.5indirect
PyPImarkupsafe3.0.1indirect
PyPImarkupsafe3.0.3indirect
PyPImarshmallow-oneofschema3.1.1indirect
PyPImarshmallow-sqlalchemy0.28.2indirect
PyPImatplotlib-inline0.1.7indirect
PyPImdit-py-plugins0.4.2indirect
PyPImdurl0.1.2indirect
PyPImemray—indirect
PyPImethodtools0.4.7indirect
PyPIml-dtypes0.3.2indirect
PyPImlflow—indirect
PyPImock5.1.0indirect
PyPImore-itertools10.1.0indirect
PyPImore-itertools10.2.0indirect
PyPImore-itertools10.5.0indirect
PyPImpmath1.3.0indirect
PyPImsal1.25.0indirect
PyPImsal1.26.0indirect
PyPImsal1.28.0indirect
PyPImsal1.31.0indirect
PyPImsal-extensions1.0.0indirect
PyPImsal-extensions1.1.0indirect
PyPImsal-extensions1.2.0indirect
PyPImultidict6.0.4indirect
PyPImultidict6.0.5indirect
PyPImultidict6.1.0indirect
PyPImypy1.6.1indirect
PyPImypy-extensions1.0.0indirect
PyPInatsort8.4.0indirect
PyPInbconvert—indirect
PyPIneptune-scale—indirect
PyPInest-asyncio1.6.0indirect
PyPInetworkx—indirect
PyPInetworkx3.1indirect
PyPInodeenv1.9.0indirect
PyPInumpy—indirect
PyPInumpy1.23.5indirect
PyPInumpy1.24.4indirect
PyPInumpy1.26.4indirect
PyPInumpy2.1.2indirect
PyPInvidia-cublas-cu1212.1.3.1indirect
PyPInvidia-cuda-cupti-cu1212.1.105indirect
PyPInvidia-cuda-nvrtc-cu1212.1.105indirect
PyPInvidia-cuda-runtime-cu1212.1.105indirect
PyPInvidia-cudnn-cu128.9.2.26indirect
PyPInvidia-cufft-cu1211.0.2.54indirect
PyPInvidia-curand-cu1210.3.2.106indirect
PyPInvidia-cusolver-cu1211.4.5.107indirect
PyPInvidia-cusparse-cu1212.1.0.106indirect
PyPInvidia-nccl-cu122.18.1indirect
PyPInvidia-nvjitlink-cu1212.3.101indirect
PyPInvidia-nvtx-cu1212.1.105indirect
PyPIoauth2client4.1.3indirect
PyPIoauthlib3.2.2indirect
PyPIobjsize0.7.0indirect
PyPIomegaconf—indirect
PyPIonnx—indirect
PyPIonnx-pytorch—indirect
PyPIonnxruntime1.16.1indirect
PyPIonnxscript—indirect
PyPIopenai—indirect
PyPIopentelemetry-api1.16.0indirect
PyPIopentelemetry-exporter-otlp1.16.0indirect
PyPIopentelemetry-exporter-otlp-proto-grpc1.16.0indirect
PyPIopentelemetry-exporter-otlp-proto-http1.16.0indirect
PyPIopentelemetry-proto1.16.0indirect
PyPIopentelemetry-sdk1.16.0indirect
PyPIopentelemetry-semantic-conventions0.37b0indirect
PyPIopt-einsum3.4.0indirect
PyPIoptuna—indirect
PyPIordered-set4.1.0indirect
PyPIorjson3.10.3indirect
PyPIorjson3.10.7indirect
PyPIoverrides7.7.0indirect
PyPIpackaging23.1indirect
PyPIpackaging23.2indirect
PyPIpackaging24.0indirect
PyPIpackaging24.1indirect
PyPIpandas—indirect
PyPIpandas1.5.3indirect
PyPIpandas2.0.3indirect
PyPIpandas2.1.4indirect
PyPIpandas2.2.2indirect
PyPIpandas-gbq0.23.2indirect
PyPIpandera—indirect
PyPIpapermill—indirect
PyPIparso0.8.4indirect
PyPIpathspec0.12.1indirect
PyPIpendulum3.0.0indirect
PyPIperian—indirect
PyPIpexpect4.9.0indirect
PyPIpillow10.3.0indirect
PyPIpillow10.4.0indirect
PyPIpillow12.2.0indirect
PyPIplatformdirs3.11.0indirect
PyPIplatformdirs4.2.2indirect
PyPIplotly—indirect
PyPIpluggy1.3.0indirect
PyPIpluggy1.5.0indirect
PyPIpolars—indirect
PyPIportalocker2.10.1indirect
PyPIportalocker2.8.2indirect
PyPIpprintpp0.4.0indirect
PyPIpre-commit3.7.1indirect
PyPIprison0.2.1indirect
PyPIprometheus-client0.20.0indirect
PyPIprometheus-client0.24.1indirect
PyPIprompt-toolkit3.0.45indirect
PyPIprompt-toolkit3.0.48indirect
PyPIpropcache0.2.0indirect
PyPIpropcache0.2.1indirect
PyPIproto-plus1.23.0indirect
PyPIproto-plus1.24.0indirect
PyPIprotoc-gen-openapiv20.0.1indirect
PyPIprotoc-gen-swagger0.1.0indirect
PyPIpsutil6.0.0indirect
PyPIpsutil6.1.0indirect
PyPIptyprocess0.7.0indirect
PyPIpure-eval0.2.2indirect
PyPIpure-eval0.2.3indirect
PyPIpy4j0.10.9.7indirect
PyPIpyarrow10.0.1indirect
PyPIpyarrow15.0.0indirect
PyPIpyarrow16.1.0indirect
PyPIpyarrow-hotfix0.6indirect
PyPIpyasn10.5.1indirect
PyPIpyasn10.6.0indirect
PyPIpyasn10.6.1indirect
PyPIpyasn10.6.2indirect
PyPIpyasn1-modules0.3.0indirect
PyPIpyasn1-modules0.4.0indirect
PyPIpyasn1-modules0.4.1indirect
PyPIpybars30.9.7indirect
PyPIpycparser2.21indirect
PyPIpycparser2.22indirect
PyPIpydantic—indirect
PyPIpydantic2.9.2indirect
PyPIpydantic-core2.23.4indirect
PyPIpydata-google-auth1.8.2indirect
PyPIpydot1.4.2indirect
PyPIpyflakes3.2.0indirect
PyPIpyjsparser2.7.1indirect
PyPIpyjwt2.11.0indirect
PyPIpyjwt2.8.0indirect
PyPIpyjwt2.9.0indirect
PyPIpymeta30.5.1indirect
PyPIpymongo4.10.1indirect
PyPIpyopenssl23.3.0indirect
PyPIpyopenssl24.2.1indirect
PyPIpyparsing3.1.4indirect
PyPIpyspark—indirect
PyPIpyspark3.3.2indirect
PyPIpyspark3.5.0indirect
PyPIpytest7.4.0indirect
PyPIpytest7.4.3indirect
PyPIpytest8.2.1indirect
PyPIpytest-asyncio—indirect
PyPIpytest-asyncio0.21.1indirect
PyPIpytest-asyncio0.23.7indirect
PyPIpytest-cov5.0.0indirect
PyPIpytest-icdiff0.9indirect
PyPIpytest-mock3.14.0indirect
PyPIpytest-timeout2.3.1indirect
PyPIpytest-xdist3.6.1indirect
PyPIpython-daemon3.0.1indirect
PyPIpython-dateutil2.8.2indirect
PyPIpython-dateutil2.9.0.post0indirect
PyPIpython-magic0.4.27indirect
PyPIpython-nvd30.16.0indirect
PyPIpython-slugify8.0.1indirect
PyPIpython-slugify8.0.3indirect
PyPIpython-slugify8.0.4indirect
PyPIpytz2023.3.post1indirect
PyPIpytz2024.1indirect
PyPIpytz2024.2indirect
PyPIpywin32311indirect
PyPIpywin32-ctypes0.2.3indirect
PyPIpyzmq26.2.0indirect
PyPIray—indirect
PyPIredis5.1.1indirect
PyPIreferencing0.35.1indirect
PyPIregex2023.10.3indirect
PyPIregex2024.9.11indirect
PyPIrequests-oauthlib1.3.1indirect
PyPIrequests-oauthlib2.0.0indirect
PyPIrequests-toolbelt1.0.0indirect
PyPIrfc3339-validator0.1.4indirect
PyPIrich-argparse1.5.2indirect
PyPIrpds-py0.20.0indirect
PyPIrsa4.9indirect
PyPIscikit-learn1.5.0indirect
PyPIscipy1.13.1indirect
PyPIscipy1.14.1indirect
PyPIsecretstorage3.3.3indirect
PyPIsetproctitle1.3.3indirect
PyPIsetuptools-scm8.1.0indirect
PyPIshapely2.0.6indirect
PyPIsix1.16.0indirect
PyPIskl2onnx—indirect
PyPIsmmap5.0.1indirect
PyPIsniffio1.3.1indirect
PyPIsnowflake-connector-python—indirect
PyPIsnowflake-connector-python3.13.1indirect
PyPIsortedcontainers2.4.0indirect
PyPIsqlalchemy—indirect
PyPIsqlalchemy1.4.54indirect
PyPIsqlalchemy-bigquery1.12.0indirect
PyPIsqlalchemy-jsonfield1.0.2indirect
PyPIsqlalchemy-spanner—indirect
PyPIsqlalchemy-spanner1.7.0indirect
PyPIsqlalchemy-utils0.41.2indirect
PyPIsqlparse0.5.4indirect
PyPIstack-data0.6.3indirect
PyPIsympy1.12indirect
PyPItabulate0.9.0indirect
PyPItenacity9.0.0indirect
PyPItensorboard2.15.2indirect
PyPItensorboard-data-server0.7.2indirect
PyPItensorflow—indirect
PyPItensorflow2.15.1indirect
PyPItensorflow-estimator2.15.0indirect
PyPItensorflow-io-gcs-filesystem0.37.1indirect
PyPItermcolor2.5.0indirect
PyPItermcolor3.3.0indirect
PyPItext-unidecode1.3indirect
PyPItf2onnx—indirect
PyPIthreadpoolctl3.5.0indirect
PyPItime-machine2.16.0indirect
PyPItomli2.0.1indirect
PyPItomli2.4.0indirect
PyPItomlkit0.13.2indirect
PyPItorch—indirect
PyPItorch1.12.1indirect
PyPItorch2.1.0indirect
PyPItorchvision0.16.0indirect
PyPItornado6.4.1indirect
PyPItraitlets5.14.3indirect
PyPItriton2.1.0indirect
PyPItypes-cachetools6.2.0.20251022indirect
PyPItypes-croniter2.0.0.20240423indirect
PyPItypes-decorator5.1.8.20240310indirect
PyPItypes-mock5.1.0.20240425indirect
PyPItypes-protobuf4.25.0.20240417indirect
PyPItypes-python-dateutil2.8.19.14indirect
PyPItypes-python-dateutil2.8.19.20240106indirect
PyPItypes-requests2.32.0.20240523indirect
PyPItyping-inspect0.9.0indirect
PyPItzdata2023.4indirect
PyPItzdata2024.1indirect
PyPItzdata2024.2indirect
PyPItzlocal5.3.1indirect
PyPIuc-micro-py1.0.3indirect
PyPIuniversal-pathlib0.2.5indirect
PyPIuritemplate4.1.1indirect
PyPIvaex-core—indirect
PyPIvirtualenv20.36.1indirect
PyPIwandb—indirect
PyPIwcwidth0.2.13indirect
PyPIwebsocket-client1.6.4indirect
PyPIwebsocket-client1.7.0indirect
PyPIwebsocket-client1.8.0indirect
PyPIwerkzeug2.2.3indirect
PyPIwerkzeug3.1.5indirect
PyPIwerkzeug3.1.6indirect
PyPIwheel0.41.3indirect
PyPIwheel0.46.3indirect
PyPIwhylabs-client0.6.10indirect
PyPIwhylogs—indirect
PyPIwhylogs1.5.1indirect
PyPIwhylogs-sketching3.4.1.dev3indirect
PyPIwirerope0.4.7indirect
PyPIwrapt1.14.2indirect
PyPIwrapt1.16.0indirect
PyPIwtforms3.1.2indirect
PyPIxarray—indirect
PyPIxxhash—indirect
PyPIyarl1.14.0indirect
PyPIyarl1.17.2indirect
PyPIyarl1.18.3indirect
PyPIyarl1.9.3indirect
PyPIyarl1.9.4indirect
PyPIzarr—indirect
PyPIzipp3.17.0indirect
PyPIzipp3.19.1indirect
PyPIzipp3.20.2indirect
PyPIzipp3.21.0indirect
PyPIzstandard0.23.0indirect
Dependency advisories 2

Installing pypi:flytekit@1.16.28 pulls in 95 packages, direct and transitive: 2 carry known advisories, of which 2 are direct dependencies.

PackageVersionRelationSeverityAdvisoriesFixed in
diskcache5.6.3directmoderate2—
setuptools81.0.0directmoderate283.0.0

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