Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 09:15 UTC

kubeflow / spark-operator

Kubernetes operator for managing the lifecycle of Apache Spark applications on Kubernetes.

Python · GoApache-2.0★ 3,154 stars⑂ 1,526 forkssince Jan 2018View on GitHub ↗

KindNetwork serviceCommand-line toolLibraryhow this is determined

#kubernetes #kubernetes-operator #apache-spark #kubernetes-crd #kubernetes-controller #spark #google-cloud-dataproc

kubeflow/spark-operator holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (93/100) and lowest on AI Readiness (67/100). It was last updated 2 days ago. 2 contributors account for most of its recent work.

overall / 100

Exceptional

Software health index

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

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

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

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

Score profile

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

The weighted overall 86 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

KubeflowOrganization · verified domain

2,511 followers49 public repossince Oct 2017

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
Go	github.com/kubeflow/spark-operator/v2	v2.5.2	-	20	51 days ago

Metrics by category

Vitality

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

93Exceptional · 21% of overall

Development activity

95Exceptional

How it's scored

36/36	Push recency — last push 2 days ago
31.2/36	Commit cadence — 45/52 weeks with commits
18/18	Commit volume — 188 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	188
human_commit_share	0.86
days_since_last_push	2
active_weeks_last_year	45

Release discipline

90Excellent

How it's scored

27/27	Ships releases — 94 releases published
36/36	Release recency — latest release 50 days ago
27/27	Release cadence — a release every ~44.4 days
0/10	OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.

Inputs used

releases_count	94
latest_release_tag	v2.5.2
releases_from_tags	no
days_since_latest_release	50
mean_days_between_releases	44.4

Community & Adoption

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

92Excellent · 17% of overall

Popularity & adoption

92Excellent

How it's scored

56.8/60	Stars — 3,154 stars
25/25	Forks — 1,526 forks
10.3/15	Watchers — 72 watchers

Inputs used

forks	1,526
stars	3,154
watchers	72
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

92Excellent

How it's scored

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

Inputs used

has_readme	yes
has_license	yes
readme_badges	5
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	github.com, shields.io, www.bestpractices.dev
has_pull_request_template	yes

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)

61Moderate

How it's scored

25.2/54	Bus factor — 2 contributor(s) cover half of all commits
11.9/22.5	Commit distribution — top contributor authored 47% of commits
13.5/13.5	Contributor breadth — 99 contributors
10/10	OpenSSF Scorecard: Contributors — project has 25 contributing companies or organizations

Inputs used

bus_factor	2
contributors_sampled	99
top_contributor_share	0.47

Issue & PR responsiveness

81Excellent

How it's scored

39.8/42	Issue resolution — 95% of issues closed
19.6/30	PR acceptance — 1,088/1,668 decided PRs merged
6.9/13	Newcomer PR acceptance — 8/15 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	1,088
open_issues	76
closed_issues	1,358
prs_merged_7d	3
prs_decided_7d	4
prs_merged_30d	15
prs_decided_30d	23
issue_closed_ratio	0.947
closed_unmerged_prs	580
first_time_authors_30d	11
first_time_prs_merged_30d	8
first_time_prs_decided_30d	15

Ownership & stewardship

99Exceptional

How it's scored

30/30	Ownership backing — organization-owned
20/20	Verified domain
24.4/25	Owner reach — 2,511 followers of kubeflow
24.4/25	Track record — 49 public repos, account ~8 yr old

Inputs used

followers	2,511
owner_type	Organization
is_verified	yes
owner_login	kubeflow
public_repos	49
account_age_days	3,249

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 1 package(s) on go
35/35	Publish recency — latest publish 51 days ago
20/20	Version history — 20 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	github.com/kubeflow/spark-operator/v2
ecosystems	go
any_deprecated	no
min_days_since_publish	51

Engineering Quality

Are baseline engineering and documentation practices in place?

92Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 14 workflow(s)
24/24	Tests present
16/16	Linter config — .golangci.yaml
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://spark.kubeflow.org/en/latest/
10/10	Repository description
10/10	Topics — 7 topics
0/10	Wiki

Inputs used

topics	kubernetes, kubernetes-operator, apache-spark, kubernetes-crd, kubernetes-controller, spark, google-cloud-dataproc
has_wiki	no
homepage	https://spark.kubeflow.org/en/latest/
docs_site	https://spark.kubeflow.org/en/latest/
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?

72Good · 16% of overall

Security posture

68Good

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
2.2/7.5	Branch-Protection — branch protection is not maximal on development and all release branches
2.5/2.5	CI-Tests — 30 out of 30 merged PRs checked by a CI test -- score normalized to 10
1.2/2.5	CII-Best-Practices — badge detected: Passing
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 25 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
5/5	Fuzzing — project is fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
4.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9
1/5	SAST — SAST tool is not run on all commits -- score normalized to 2
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 23 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	18
scorecard_version	v5.5.0
checks_inconclusive	0
scorecard_aggregate	6.8

Dependency advisories

86Excellent

How it's scored

24.7/35	Direct dependencies free of known advisories — 2 affected: golang.org/x/mod v0.35.0 (unknown), golang.org/x/mod v0.37.0 (unknown)
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
40/40	No advisories left outstanding — no advisory has been public longer than 90 days

Inputs used

source	osv
advisories	28
affected_packages	10
assessed_packages	196
unassessed_packages	1
affected_by_severity	high 1, moderate 3, unknown 6
direct_affected_packages	2

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 196 resolved dependencies against OSV. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

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 — 86 of 86 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	—
agent_instruction_max_bytes	—

Verify loop (build / test / typecheck)

88Excellent

How it's scored

18/18	One-command bootstrap — Makefile, docs/website/Makefile
22/22	Automated tests
11/11	Lint / format config — .golangci.yaml
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 10 of the last 100 commits agent-authored or agent-credited
8/8	Automated maintenance — 14 of the last 100 commits are automated dependency updates
9/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 9

Inputs used

has_nix	no
has_tests	yes
lockfiles	go.sum, uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile, docs/website/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.1
toolchain_manifests	go.mod, test/e2e/go.mod
dependency_bot_commit_share	0.14

Code legibility for models

55Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
54.6/55	Manageable file sizes — 4/554 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	1,011,900
source_files_sampled	554
oversized_source_files	4

Machine-readable interfaces

80Excellent

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — api/openapi-spec/swagger.json
0/20	MCP server
40/40	Runnable examples — examples, samples

Inputs used

example_dirs	examples, samples
has_mcp_signal	no
api_schema_files	api/openapi-spec/swagger.json
interfaces_expected_of	network-service

Key facts

3,154GitHub stars

99contributors

188commits, last 12 months

2days since last push

94releases

2bus factor

76open issues

Gopackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
First-time contributor figures cover 12 of 15 authors (cap 12)

More detail

Star and fork history 0 ★ / 1,526 ⇿

0Stars

1,526Forks

71Releases

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.

Only the most recent history is shown — this repository exceeds the collection window, so the earliest history is not captured.

Major 1Minor 5Patch 6

Each point covers 6 days.

OpenSSF Scorecard 6.8 / 10

6.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-20 09:15 UTC

10	Binary-Artifacts	no binaries found in the repo
3	Branch-Protection	branch protection is not maximal on development and all release branches
10	CI-Tests	30 out of 30 merged PRs checked by a CI test -- score normalized to 10
5	CII-Best-Practices	badge detected: Passing
10	Code-Review	all changesets reviewed
10	Contributors	project has 25 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
10	Fuzzing	project is fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
9	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 9
2	SAST	SAST tool is not run on all commits -- score normalized to 2
10	Security-Policy	security policy file detected
0	Signed-Releases	Project has not signed or included provenance with any releases.
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	23 existing vulnerabilities detected

Direct dependencies 25

Registry	Package	Version constraint	Manifest
Go	github.com/go-logr/logr	`v1.4.3`	go.mod
Go	github.com/google/uuid	`v1.6.0`	go.mod
Go	github.com/onsi/ginkgo/v2	`v2.27.2`	go.mod
Go	github.com/onsi/gomega	`v1.38.2`	go.mod
Go	github.com/prometheus/client_golang	`v1.23.2`	go.mod
Go	github.com/robfig/cron/v3	`v3.0.1`	go.mod
Go	github.com/spf13/cobra	`v1.10.1`	go.mod
Go	github.com/spf13/viper	`v1.21.0`	go.mod
Go	github.com/stretchr/testify	`v1.11.1`	go.mod
Go	go.uber.org/zap	`v1.27.0`	go.mod
Go	golang.org/x/mod	`v0.35.0`	go.mod
Go	golang.org/x/time	`v0.14.0`	go.mod
Go	k8s.io/api	`v0.35.4`	go.mod
Go	k8s.io/apiextensions-apiserver	`v0.35.4`	go.mod
Go	k8s.io/apimachinery	`v0.35.4`	go.mod
Go	k8s.io/apiserver	`v0.35.4`	go.mod
Go	k8s.io/client-go	`v0.35.4`	go.mod
Go	k8s.io/component-base	`v0.35.4`	go.mod
Go	k8s.io/klog/v2	`v2.130.1`	go.mod
Go	k8s.io/kube-openapi	`v0.0.0-20250910181357-589584f1c912`	go.mod
Go	k8s.io/utils	`v0.0.0-20251002143259-bc988d571ff4`	go.mod
Go	sigs.k8s.io/controller-runtime	`v0.23.3`	go.mod
Go	sigs.k8s.io/scheduler-plugins	`v0.34.7`	go.mod
Go	sigs.k8s.io/yaml	`v1.6.0`	go.mod
Go	volcano.sh/apis	`v1.10.0`	go.mod

All dependencies 197

Full resolved dependency set from the GitHub dependency graph: 25 direct and 172 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
Go	github.com/go-logr/logr	`v1.4.3`	direct
Go	github.com/google/uuid	`v1.6.0`	direct
Go	github.com/onsi/ginkgo/v2	`v2.27.2`	direct
Go	github.com/onsi/ginkgo/v2	`v2.32.1`	direct
Go	github.com/onsi/gomega	`v1.38.2`	direct
Go	github.com/onsi/gomega	`v1.42.1`	direct
Go	github.com/prometheus/client_golang	`v1.23.2`	direct
Go	github.com/robfig/cron/v3	`v3.0.1`	direct
Go	github.com/spf13/cobra	`v1.10.1`	direct
Go	github.com/spf13/cobra	`v1.10.2`	direct
Go	github.com/spf13/viper	`v1.21.0`	direct
Go	github.com/stretchr/testify	`v1.11.1`	direct
Go	go.uber.org/zap	`v1.27.0`	direct
Go	golang.org/x/mod	`v0.35.0`	direct
Go	golang.org/x/mod	`v0.37.0`	direct
Go	golang.org/x/time	`v0.14.0`	direct
Go	k8s.io/klog/v2	`v2.130.1`	direct
Go	k8s.io/klog/v2	`v2.140.0`	direct
Go	k8s.io/kube-openapi	`v0.0.0-20250910181357-589584f1c912`	direct
Go	k8s.io/kube-openapi	`v0.0.0-20260317180543-43fb72c5454a`	direct
Go	k8s.io/utils	`v0.0.0-20251002143259-bc988d571ff4`	direct
Go	sigs.k8s.io/controller-runtime	`v0.23.3`	direct
Go	sigs.k8s.io/scheduler-plugins	`v0.34.7`	direct
Go	sigs.k8s.io/yaml	`v1.6.0`	direct
Go	volcano.sh/apis	`v1.10.0`	direct
Go	dario.cat/mergo	`v1.0.1`	indirect
Go	github.com/asaskevich/govalidator	`v0.0.0-20230301143203-a9d515a09cc2`	indirect
Go	github.com/azure/go-ansiterm	`v0.0.0-20250102033503-faa5f7b0171c`	indirect
Go	github.com/beorn7/perks	`v1.0.1`	indirect
Go	github.com/blang/semver/v4	`v4.0.0`	indirect
Go	github.com/burntsushi/toml	`v1.6.0`	indirect
Go	github.com/cespare/xxhash/v2	`v2.3.0`	indirect
Go	github.com/chai2010/gettext-go	`v1.0.3`	indirect
Go	github.com/containerd/containerd	`v1.7.33`	indirect
Go	github.com/containerd/errdefs	`v0.3.0`	indirect
Go	github.com/containerd/log	`v0.1.0`	indirect
Go	github.com/containerd/platforms	`v0.2.1`	indirect
Go	github.com/cyphar/filepath-securejoin	`v0.7.0`	indirect
Go	github.com/davecgh/go-spew	`v1.1.2-0.20180830191138-d8f796af33cc`	indirect
Go	github.com/emicklei/go-restful/v3	`v3.12.2`	indirect
Go	github.com/emicklei/go-restful/v3	`v3.13.0`	indirect
Go	github.com/evanphx/json-patch	`v5.9.11+incompatible`	indirect
Go	github.com/evanphx/json-patch/v5	`v5.9.11`	indirect
Go	github.com/exponent-io/jsonpath	`v0.0.0-20210407135951-1de76d718b3f`	indirect
Go	github.com/fatih/color	`v1.17.0`	indirect
Go	github.com/fsnotify/fsnotify	`v1.9.0`	indirect
Go	github.com/fxamacker/cbor/v2	`v2.9.0`	indirect
Go	github.com/go-errors/errors	`v1.5.1`	indirect
Go	github.com/go-gorp/gorp/v3	`v3.1.0`	indirect
Go	github.com/go-logr/zapr	`v1.3.0`	indirect
Go	github.com/go-openapi/jsonpointer	`v0.21.0`	indirect
Go	github.com/go-openapi/jsonreference	`v0.21.0`	indirect
Go	github.com/go-openapi/swag	`v0.23.0`	indirect
Go	github.com/go-task/slim-sprig/v3	`v3.0.0`	indirect
Go	github.com/go-viper/mapstructure/v2	`v2.4.0`	indirect
Go	github.com/gobwas/glob	`v0.2.3`	indirect
Go	github.com/google/btree	`v1.1.3`	indirect
Go	github.com/google/gnostic-models	`v0.7.0`	indirect
Go	github.com/google/go-cmp	`v0.7.0`	indirect
Go	github.com/google/pprof	`v0.0.0-20250403155104-27863c87afa6`	indirect
Go	github.com/google/pprof	`v0.0.0-20260402051712-545e8a4df936`	indirect
Go	github.com/gosuri/uitable	`v0.0.4`	indirect
Go	github.com/gregjones/httpcache	`v0.0.0-20190611155906-901d90724c79`	indirect
Go	github.com/hashicorp/errwrap	`v1.1.0`	indirect
Go	github.com/hashicorp/go-multierror	`v1.1.1`	indirect
Go	github.com/huandu/xstrings	`v1.5.0`	indirect
Go	github.com/inconshreveable/mousetrap	`v1.1.0`	indirect
Go	github.com/jmoiron/sqlx	`v1.4.0`	indirect
Go	github.com/josharian/intern	`v1.0.0`	indirect
Go	github.com/json-iterator/go	`v1.1.12`	indirect
Go	github.com/klauspost/compress	`v1.18.0`	indirect
Go	github.com/lann/builder	`v0.0.0-20180802200727-47ae307949d0`	indirect
Go	github.com/lann/ps	`v0.0.0-20150810152359-62de8c46ede0`	indirect
Go	github.com/lib/pq	`v1.12.3`	indirect
Go	github.com/liggitt/tabwriter	`v0.0.0-20181228230101-89fcab3d43de`	indirect
Go	github.com/mailru/easyjson	`v0.7.7`	indirect
Go	github.com/makenowjust/heredoc	`v1.0.0`	indirect
Go	github.com/masterminds/goutils	`v1.1.1`	indirect
Go	github.com/masterminds/semver/v3	`v3.4.0`	indirect
Go	github.com/masterminds/semver/v3	`v3.5.0`	indirect
Go	github.com/masterminds/sprig/v3	`v3.3.0`	indirect
Go	github.com/masterminds/squirrel	`v1.5.4`	indirect
Go	github.com/mattn/go-colorable	`v0.1.13`	indirect
Go	github.com/mattn/go-isatty	`v0.0.20`	indirect
Go	github.com/mattn/go-runewidth	`v0.0.15`	indirect
Go	github.com/mitchellh/copystructure	`v1.2.0`	indirect
Go	github.com/mitchellh/go-wordwrap	`v1.0.1`	indirect
Go	github.com/mitchellh/reflectwalk	`v1.0.2`	indirect
Go	github.com/moby/term	`v0.5.2`	indirect
Go	github.com/modern-go/concurrent	`v0.0.0-20180306012644-bacd9c7ef1dd`	indirect
Go	github.com/modern-go/reflect2	`v1.0.3-0.20250322232337-35a7c28c31ee`	indirect
Go	github.com/monochromegane/go-gitignore	`v0.0.0-20200626010858-205db1a8cc00`	indirect
Go	github.com/munnerz/goautoneg	`v0.0.0-20191010083416-a7dc8b61c822`	indirect
Go	github.com/opencontainers/go-digest	`v1.0.0`	indirect
Go	github.com/opencontainers/image-spec	`v1.1.1`	indirect
Go	github.com/pelletier/go-toml/v2	`v2.2.4`	indirect
Go	github.com/peterbourgon/diskv	`v2.0.1+incompatible`	indirect
Go	github.com/pkg/errors	`v0.9.1`	indirect
Go	github.com/pmezard/go-difflib	`v1.0.1-0.20181226105442-5d4384ee4fb2`	indirect
Go	github.com/prometheus/client_model	`v0.6.2`	indirect
Go	github.com/prometheus/common	`v0.66.1`	indirect
Go	github.com/prometheus/common	`v0.70.1`	indirect
Go	github.com/prometheus/procfs	`v0.16.1`	indirect
Go	github.com/prometheus/procfs	`v0.21.0`	indirect
Go	github.com/rivo/uniseg	`v0.4.7`	indirect
Go	github.com/rubenv/sql-migrate	`v1.8.1`	indirect
Go	github.com/russross/blackfriday/v2	`v2.1.0`	indirect
Go	github.com/sagikazarmark/locafero	`v0.11.0`	indirect
Go	github.com/santhosh-tekuri/jsonschema/v6	`v6.0.2`	indirect
Go	github.com/shopspring/decimal	`v1.4.0`	indirect
Go	github.com/sirupsen/logrus	`v1.9.3`	indirect
Go	github.com/sourcegraph/conc	`v0.3.1-0.20240121214520-5f936abd7ae8`	indirect
Go	github.com/spf13/afero	`v1.15.0`	indirect
Go	github.com/spf13/cast	`v1.10.0`	indirect
Go	github.com/spf13/pflag	`v1.0.10`	indirect
Go	github.com/subosito/gotenv	`v1.6.0`	indirect
Go	github.com/x448/float16	`v0.8.4`	indirect
Go	github.com/xlab/treeprint	`v1.2.0`	indirect
Go	go.opentelemetry.io/otel	`v1.43.0`	indirect
Go	go.opentelemetry.io/otel/trace	`v1.43.0`	indirect
Go	go.uber.org/multierr	`v1.11.0`	indirect
Go	go.yaml.in/yaml/v2	`v2.4.3`	indirect
Go	go.yaml.in/yaml/v2	`v2.4.4`	indirect
Go	go.yaml.in/yaml/v3	`v3.0.4`	indirect
Go	golang.org/x/crypto	`v0.54.0`	indirect
Go	golang.org/x/net	`v0.54.0`	indirect
Go	golang.org/x/net	`v0.57.0`	indirect
Go	golang.org/x/oauth2	`v0.36.0`	indirect
Go	golang.org/x/sync	`v0.20.0`	indirect
Go	golang.org/x/sync	`v0.22.0`	indirect
Go	golang.org/x/sys	`v0.45.0`	indirect
Go	golang.org/x/sys	`v0.47.0`	indirect
Go	golang.org/x/term	`v0.43.0`	indirect
Go	golang.org/x/term	`v0.45.0`	indirect
Go	golang.org/x/text	`v0.37.0`	indirect
Go	golang.org/x/text	`v0.40.0`	indirect
Go	golang.org/x/tools	`v0.44.0`	indirect
Go	golang.org/x/tools	`v0.47.0`	indirect
Go	gomodules.xyz/jsonpatch/v2	`v2.4.0`	indirect
Go	google.golang.org/genproto/googleapis/rpc	`v0.0.0-20260526163538-3dc84a4a5aaa`	indirect
Go	google.golang.org/grpc	`v1.83.1`	indirect
Go	google.golang.org/protobuf	`v1.36.11`	indirect
Go	google.golang.org/protobuf	`v1.36.12-0.20260120151049-f2248ac996af`	indirect
Go	gopkg.in/evanphx/json-patch.v4	`v4.13.0`	indirect
Go	gopkg.in/inf.v0	`v0.9.1`	indirect
Go	gopkg.in/yaml.v3	`v3.0.1`	indirect
Go	helm.sh/helm/v3	`v3.20.2`	indirect
Go	k8s.io/gengo/v2	`v2.0.0-20250922181213-ec3ebc5fd46b`	indirect
Go	oras.land/oras-go/v2	`v2.6.2`	indirect
Go	sigs.k8s.io/json	`v0.0.0-20250730193827-2d320260d730`	indirect
Go	sigs.k8s.io/kustomize/api	`v0.21.1`	indirect
Go	sigs.k8s.io/kustomize/kyaml	`v0.21.1`	indirect
Go	sigs.k8s.io/randfill	`v1.0.0`	indirect
Go	sigs.k8s.io/structured-merge-diff/v6	`v6.3.2`	indirect
Go	sigs.k8s.io/structured-merge-diff/v6	`v6.3.2-0.20260122202528-d9cc6641c482`	indirect
PyPI	accessible-pygments	`0.0.5`	indirect
PyPI	alabaster	`0.7.16`	indirect
PyPI	babel	`2.18.0`	indirect
PyPI	beautifulsoup4	`4.15.0`	indirect
PyPI	certifi	`2026.5.20`	indirect
PyPI	charset-normalizer	`3.4.7`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	docutils	`0.21.2`	indirect
PyPI	furo	`2025.12.19`	indirect
PyPI	idna	`3.18`	indirect
PyPI	imagesize	`2.0.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	livereload	`2.7.1`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	mdit-py-plugins	`0.6.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	myst-parser	`3.0.1`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	pydantic	`—`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyyaml	`6.0.3`	indirect
PyPI	requests	`2.34.2`	indirect
PyPI	snowballstemmer	`3.1.1`	indirect
PyPI	soupsieve	`2.8.4`	indirect
PyPI	spark-operator-docs	`0.0.0`	indirect
PyPI	sphinx	`7.4.7`	indirect
PyPI	sphinx-autobuild	`2021.3.14`	indirect
PyPI	sphinx-basic-ng	`1.0.0b2`	indirect
PyPI	sphinx-copybutton	`0.5.2`	indirect
PyPI	sphinx-design	`0.7.0`	indirect
PyPI	sphinxcontrib-applehelp	`2.0.0`	indirect
PyPI	sphinxcontrib-devhelp	`2.0.0`	indirect
PyPI	sphinxcontrib-htmlhelp	`2.1.0`	indirect
PyPI	sphinxcontrib-jsmath	`1.0.1`	indirect
PyPI	sphinxcontrib-mermaid	`0.9.2`	indirect
PyPI	sphinxcontrib-qthelp	`2.0.0`	indirect
PyPI	sphinxcontrib-serializinghtml	`2.0.0`	indirect
PyPI	sphinxext-opengraph	`0.13.0`	indirect
PyPI	tornado	`6.5.8`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	urllib3	`2.7.0`	indirect

Dependency advisories 10

This repository publishes no package the index resolves, so its own dependency graph was assessed — 196 packages, which also include development and test pins that never ship: 10 carry known advisories, of which 2 are direct. 1 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
google.golang.org/grpc	`v1.83.1`	indirect	high	2	`1.85.0-dev.0.20260825072537-93e31b48545e`
github.com/containerd/containerd	`v1.7.33`	indirect	moderate	5	`2.3.5`
golang.org/x/net	`v0.54.0`	indirect	moderate	8	`1.27.0-rc.3`
soupsieve	`2.8.4`	indirect	moderate	2	`2.9.0`
golang.org/x/mod	`v0.35.0`	direct	unknown	2	`1.27.0-rc.3`
golang.org/x/mod	`v0.37.0`	direct	unknown	2	`1.27.0-rc.3`
github.com/klauspost/compress	`v1.18.0`	indirect	unknown	1	`1.18.7`
go.opentelemetry.io/otel	`v1.43.0`	indirect	unknown	1	`1.44.0`
golang.org/x/crypto	`v0.54.0`	indirect	unknown	4	`0.56.0`
golang.org/x/text	`v0.37.0`	indirect	unknown	1	`0.39.0`

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.

Raw JSON report machine-readable

Feedback

Spotted something off in this report, or have thoughts to share? Wrong measurements, missed tooling, ideas, questions — anything is welcome. Every message is read and gets a response.

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

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

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

Software health index

Score profile

Ownership

Package ecosystems

Metrics by category

Key facts

Data collection warnings

More detail

Feedback

Related records