Software health reportschema 0.16.0 · metrics 1.13.0 · 2026-07-21 00:50 UTC

apache / datafusion-ballista

Apache DataFusion Ballista Distributed Query Engine

RustApache-2.0★ 2,093 stars⑂ 301 forkssince May 2022View on GitHub ↗

#arrow #big-data #dataframe #olap #python #query-engine #rust #sql #distributed

apache/datafusion-ballista holds a health index of 81 out of 100, placing it in the Good band. It scores highest on Vitality (93/100) and lowest on AI Readiness (59/100). It was last updated today. 7 contributors account for most of its recent work.

overall / 100

Good

Software health index

Metrics are grouped into weighted categories on one standardized 1–100 scale. Overall starts as their weighted mean; when public evidence triggers the High-Risk Jurisdiction Policy, the rating is adjusted and receives an At risk ceiling of 49. AI Readiness sits outside the overall score.

Excellent85-100Exemplary; meets essentially all checked criteria

Good70-84Healthy; minor gaps

Moderate50-69Acceptable with notable gaps; review recommended

At risk30-49Significant weaknesses; adoption warrants caution

Critical1-29Severe 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.

Ownership

The Apache Software FoundationOrganization

23,498 followers3,146 public repossince Jan 2009

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

Package ecosystems

Registry	Package	Version	Downloads / mo	Versions	Last publish	Tags
PyPI	ballista	54.0.0	-	2	5 days ago	ballista sql rust distributed
crates.io	ballista-cli	54.0.0	58	14	5 days ago	ballista cli

Metrics by category

Vitality

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

93Excellent · 22% of overall

Development activity

97Excellent

How it's scored

36/36	Push recency — last push 0 days ago
33.2/36	Commit cadence — 48/52 weeks with commits
18/18	Commit volume — 535 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	535
human_commit_share	—
days_since_last_push	0
active_weeks_last_year	48

Release discipline

88Excellent

How it's scored

16.2/27	Ships releases — 45 version tags (no GitHub releases)
36/36	Release recency — latest release 8 days ago
27/27	Release cadence — a release every ~14.7 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	45
latest_release_tag	54.0.0
releases_from_tags	yes
days_since_latest_release	8
mean_days_between_releases	14.7

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

Community & Adoption

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

73Good · 18% of overall

Popularity & adoption

84Good

How it's scored

53.9/60	Stars — 2,093 stars
20.6/25	Forks — 301 forks
9.1/15	Watchers — 44 watchers

Inputs used

forks	301
stars	2,093
watchers	44
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
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
has_pull_request_template	yes

Ecosystem adoption (downloads)

30At risk

How it's scored

23.6/80	Monthly downloads — 58 downloads/month across crates, pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	ballista, ballista-cli
dependents	—
ecosystems	crates, pypi
total_downloads	9,462
monthly_downloads	58

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?

88Excellent · 24% of overall

Maintainer resilience (bus factor)

94Excellent

How it's scored

51.3/54	Bus factor — 7 contributor(s) cover half of all commits
19.6/22.5	Commit distribution — top contributor authored 13% of commits
13.5/13.5	Contributor breadth — 100 contributors
10/10	OpenSSF Scorecard: Contributors — project has 80 contributing companies or organizations

Inputs used

bus_factor	7
contributors_sampled	100
top_contributor_share	0.129

Issue & PR responsiveness

78Good

How it's scored

37.3/46.8	Issue resolution — 80% of issues closed
28.5/38.3	PR acceptance — 1,054/1,416 decided PRs merged
12/15	OpenSSF Scorecard: Code-Review — Found 17/19 approved changesets -- score normalized to 8

Inputs used

merged_prs	1,054
open_issues	128
closed_issues	506
issue_closed_ratio	0.798
closed_unmerged_prs	362

Ownership & stewardship

80Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
25/25	Owner reach — 23,498 followers of apache
25/25	Track record — 3,146 public repos, account ~17 yr old

Inputs used

followers	23,498
owner_type	Organization
is_verified	—
owner_login	apache
public_repos	3,146
account_age_days	6,393

Package maintenance

100Excellent

How it's scored

25/25	Published & resolvable — 2 package(s) on crates, pypi
35/35	Publish recency — latest publish 5 days ago
20/20	Version history — 14 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	ballista, ballista-cli
ecosystems	crates, pypi
any_deprecated	no
min_days_since_publish	5

Engineering Quality

Are baseline engineering and documentation practices in place?

77Good · 20% of overall

Engineering practices

68Moderate

How it's scored

24/24	CI workflows — 13 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	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	no
has_precommit_config	no

Documentation

90Excellent

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://datafusion.apache.org/ballista
10/10	Repository description
10/10	Topics — 9 topics
0/10	Wiki

Inputs used

topics	arrow, big-data, dataframe, olap, python, query-engine, rust, sql, distributed
has_wiki	no
homepage	https://datafusion.apache.org/ballista
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?

67Moderate · 16% of overall

Security posture

66Moderate

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
0/2.5	CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
6/7.5	Code-Review — Found 17/19 approved changesets -- score normalized to 8
2.5/2.5	Contributors — project has 80 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5	Dependency-Update-Tool — update tool detected
0/5	Fuzzing — project is not fuzzed
2.5/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
2.5/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5
3.5/5	SAST — SAST tool detected but not run on all commits
5/5	Security-Policy — security policy file detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 64 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	6.6

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

Dependency advisories

72Good

How it's scored

14/35	Direct dependencies free of known advisories — 1 affected: pyo3 0.28.3 (high 7.5)
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	13
affected_packages	9
assessed_packages	881
unassessed_packages	63
affected_by_severity	high 3, moderate 1, unknown 5
direct_affected_packages	1

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 881 resolved dependencies against OSV. 63 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? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score.

59Moderate · 0% of overall

Agent context & guidance

1Critical

How it's scored

0/45	Agent instructions — no CLAUDE.md / AGENTS.md / editor rules
0/15	Machine-readable docs (llms.txt)
0/40	Legible commit history — no data

Inputs used

has_llms_txt	no
legible_history_share	—
agent_instruction_files	—
agent_instruction_max_bytes	—

Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.

Verify loop (build / test / typecheck)

79Good

How it's scored

18/18	One-command bootstrap — docs/Makefile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — Rust (statically typed)
10/10	Reproducible environment — devcontainer, Dockerfile, lockfile
0/10	Demonstrated agent practice — no data
5/8	Automated maintenance — dependency automation configured, none observed in the sampled commits
5/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 5

Inputs used

has_nix	no
has_tests	yes
lockfiles	Cargo.lock, uv.lock
has_dockerfile	yes
typed_language	yes
bootstrap_files	docs/Makefile
has_devcontainer	yes
has_linter_config	no
typecheck_configs	—
agent_commit_share	—
toolchain_manifests	—
dependency_bot_commit_share	0

Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.

Code legibility for models

98Excellent

How it's scored

45/45	Type-checkable code — Rust (statically typed)
53/55	Manageable file sizes — 8/218 source files over 60KB

Inputs used

primary_language	Rust
largest_source_bytes	123,720
source_files_sampled	218
oversized_source_files	8

Machine-readable interfaces

80Good

How it's scored

40/40	API schema (OpenAPI/GraphQL/proto) — ballista/core/proto/ballista.proto, ballista/core/proto/datafusion.proto, ballista/core/proto/datafusion_common.proto, ballista/scheduler/proto/keda.proto
0/20	MCP server
40/40	Runnable examples — examples, notebooks

Inputs used

example_dirs	examples, notebooks
has_mcp_signal	no
api_schema_files	ballista/core/proto/ballista.proto, ballista/core/proto/datafusion.proto, ballista/core/proto/datafusion_common.proto, ballista/scheduler/proto/keda.proto

Key facts

2,093GitHub stars

100contributors

535commits, last 12 months

0days since last push

45releases

7bus factor

128open issues

crates.io, PyPIpackage ecosystems

Data collection warnings

Could not fetch crates package 'pyballista' from its registry
deps.dev does not index pypi:ballista@54.0.0; advisories assessed against the repository dependency graph instead

More detail

OpenSSF Scorecard 6.6 / 10

6.6aggregate

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 · 2026-07-21 00:49 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
0	CII-Best-Practices	no effort to earn an OpenSSF best practices badge detected
8	Code-Review	Found 17/19 approved changesets -- score normalized to 8
10	Contributors	project has 80 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
10	Dependency-Update-Tool	update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow detected
5	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 5
7	SAST	SAST tool detected but not run on all commits
10	Security-Policy	security policy file detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	64 existing vulnerabilities detected

Direct dependencies 47

Registry	Package	Version constraint	Manifest
crates.io	ballista	`54.0.0`	ballista-cli/Cargo.toml
crates.io	datafusion	`—`	ballista-cli/Cargo.toml
crates.io	datafusion-cli	`—`	ballista-cli/Cargo.toml
crates.io	rustyline	`18.0.0`	ballista-cli/Cargo.toml
crates.io	mimalloc	`—`	ballista-cli/Cargo.toml
crates.io	chrono	`0.4`	ballista-cli/Cargo.toml
crates.io	clap	`—`	ballista-cli/Cargo.toml
crates.io	config	`0.15.23`	ballista-cli/Cargo.toml
crates.io	dirs	`6.0`	ballista-cli/Cargo.toml
crates.io	dotparser	`0.3.0`	ballista-cli/Cargo.toml
crates.io	futures	`0.3.31`	ballista-cli/Cargo.toml
crates.io	percent-encoding	`2.3.2`	ballista-cli/Cargo.toml
crates.io	prometheus-parse	`0.2`	ballista-cli/Cargo.toml
crates.io	ratatui	`0.30.1`	ballista-cli/Cargo.toml
crates.io	reqwest	`0.13.4`	ballista-cli/Cargo.toml
crates.io	serde	`1`	ballista-cli/Cargo.toml
crates.io	serde_json	`1`	ballista-cli/Cargo.toml
crates.io	tracing	`0.1`	ballista-cli/Cargo.toml
crates.io	tracing-subscriber	`0.3`	ballista-cli/Cargo.toml
crates.io	tui-shimmer	`0.1`	ballista-cli/Cargo.toml
crates.io	crossterm	`0.29.0`	ballista-cli/Cargo.toml
crates.io	tracing-appender	`0.2`	ballista-cli/Cargo.toml
crates.io	critical-section	`1.2.0`	ballista-cli/Cargo.toml
crates.io	console_error_panic_hook	`0.1`	ballista-cli/Cargo.toml
crates.io	gloo-timers	`0.4`	ballista-cli/Cargo.toml
crates.io	js-sys	`0.3.95`	ballista-cli/Cargo.toml
crates.io	ratzilla	`0.3.1`	ballista-cli/Cargo.toml
crates.io	tracing-web	`0.1`	ballista-cli/Cargo.toml
crates.io	wasm-bindgen	`0.2`	ballista-cli/Cargo.toml
crates.io	wasm-bindgen-futures	`0.4`	ballista-cli/Cargo.toml
crates.io	web-sys	`0.3`	ballista-cli/Cargo.toml
crates.io	async-trait	`0.1.89`	python/Cargo.toml
crates.io	ballista	`54.0.0`	python/Cargo.toml
crates.io	ballista-core	`54.0.0`	python/Cargo.toml
crates.io	ballista-executor	`54.0.0`	python/Cargo.toml
crates.io	ballista-scheduler	`54.0.0`	python/Cargo.toml
crates.io	datafusion	`54`	python/Cargo.toml
crates.io	datafusion-proto	`54`	python/Cargo.toml
crates.io	datafusion-python	`54`	python/Cargo.toml
crates.io	log	`0.4`	python/Cargo.toml
crates.io	pyo3	`0.28`	python/Cargo.toml
crates.io	pyo3-log	`0.13`	python/Cargo.toml
crates.io	tokio	`1.48`	python/Cargo.toml
crates.io	tonic	`0.14`	python/Cargo.toml
PyPI	pyarrow	`>=23.0.1`	python/pyproject.toml
PyPI	datafusion	`==54`	python/pyproject.toml
PyPI	typing-extensions	`—`	python/pyproject.toml

All dependencies 944

Full resolved dependency set from the GitHub dependency graph: 81 direct and 863 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
crates.io	async-trait	`0.1.91`	direct
crates.io	ballista	`—`	direct
crates.io	ballista-core	`—`	direct
crates.io	ballista-executor	`—`	direct
crates.io	ballista-scheduler	`—`	direct
crates.io	chrono	`—`	direct
crates.io	chrono	`0.4.45`	direct
crates.io	clap	`2.34.0`	direct
crates.io	clap	`4.6.2`	direct
crates.io	config	`—`	direct
crates.io	config	`0.15.25`	direct
crates.io	console_error_panic_hook	`—`	direct
crates.io	console_error_panic_hook	`0.1.7`	direct
crates.io	critical-section	`—`	direct
crates.io	critical-section	`1.2.0`	direct
crates.io	crossterm	`—`	direct
crates.io	crossterm	`0.28.1`	direct
crates.io	crossterm	`0.29.0`	direct
crates.io	datafusion	`54.0.0`	direct
crates.io	datafusion-cli	`54.0.0`	direct
crates.io	datafusion-proto	`54.0.0`	direct
crates.io	datafusion-python	`54.0.0`	direct
crates.io	dirs	`—`	direct
crates.io	dirs	`6.0.0`	direct
crates.io	dotparser	`—`	direct
crates.io	dotparser	`0.3.0`	direct
crates.io	futures	`—`	direct
crates.io	futures	`0.3.33`	direct
crates.io	gloo-timers	`—`	direct
crates.io	gloo-timers	`0.4.0`	direct
crates.io	js-sys	`—`	direct
crates.io	js-sys	`0.3.100`	direct
crates.io	js-sys	`0.3.103`	direct
crates.io	log	`0.4.33`	direct
crates.io	mimalloc	`0.1.52`	direct
crates.io	percent-encoding	`—`	direct
crates.io	percent-encoding	`2.3.2`	direct
crates.io	prometheus-parse	`—`	direct
crates.io	prometheus-parse	`0.2.5`	direct
crates.io	pyo3	`0.28.3`	direct
crates.io	pyo3-log	`0.13.4`	direct
crates.io	ratatui	`—`	direct
crates.io	ratatui	`0.30.2`	direct
crates.io	ratzilla	`—`	direct
crates.io	ratzilla	`0.3.1`	direct
crates.io	reqwest	`—`	direct
crates.io	reqwest	`0.12.28`	direct
crates.io	reqwest	`0.13.4`	direct
crates.io	rustyline	`—`	direct
crates.io	rustyline	`18.0.1`	direct
crates.io	serde	`—`	direct
crates.io	serde	`1.0.229`	direct
crates.io	serde_json	`—`	direct
crates.io	serde_json	`1.0.150`	direct
crates.io	tokio	`—`	direct
crates.io	tokio	`1.53.0`	direct
crates.io	tonic	`0.14.6`	direct
crates.io	tracing	`—`	direct
crates.io	tracing	`0.1.44`	direct
crates.io	tracing-appender	`—`	direct
crates.io	tracing-appender	`0.2.5`	direct
crates.io	tracing-subscriber	`—`	direct
crates.io	tracing-subscriber	`0.3.23`	direct
crates.io	tracing-web	`—`	direct
crates.io	tracing-web	`0.1.3`	direct
crates.io	tui-shimmer	`—`	direct
crates.io	tui-shimmer	`0.1.3`	direct
crates.io	wasm-bindgen	`—`	direct
crates.io	wasm-bindgen	`0.2.123`	direct
crates.io	wasm-bindgen	`0.2.126`	direct
crates.io	wasm-bindgen-futures	`—`	direct
crates.io	wasm-bindgen-futures	`0.4.73`	direct
crates.io	wasm-bindgen-futures	`0.4.76`	direct
crates.io	web-sys	`—`	direct
crates.io	web-sys	`0.3.100`	direct
crates.io	web-sys	`0.3.103`	direct
PyPI	datafusion	`52.0.0`	direct
PyPI	datafusion	`54.0.0`	direct
PyPI	pyarrow	`—`	direct
PyPI	pyarrow	`23.0.1`	direct
PyPI	typing-extensions	`4.15.0`	direct
crates.io	adler2	`2.0.1`	indirect
crates.io	ahash	`0.8.12`	indirect
crates.io	aho-corasick	`1.1.4`	indirect
crates.io	alloc-no-stdlib	`2.0.4`	indirect
crates.io	alloc-stdlib	`0.2.2`	indirect
crates.io	alloc-stdlib	`0.2.4`	indirect
crates.io	alloca	`0.4.0`	indirect
crates.io	allocator-api2	`0.2.21`	indirect
crates.io	android_system_properties	`0.1.5`	indirect
crates.io	anes	`0.1.6`	indirect
crates.io	anstream	`1.0.0`	indirect
crates.io	anstyle	`1.0.14`	indirect
crates.io	anstyle-parse	`1.0.0`	indirect
crates.io	anstyle-query	`1.1.5`	indirect
crates.io	anstyle-wincon	`3.0.11`	indirect
crates.io	anyhow	`1.0.102`	indirect
crates.io	anyhow	`1.0.104`	indirect
crates.io	approx	`0.5.1`	indirect
crates.io	ar_archive_writer	`0.5.2`	indirect
crates.io	arc-swap	`1.9.1`	indirect
crates.io	arc-swap	`1.9.2`	indirect
crates.io	arraydeque	`0.5.1`	indirect
crates.io	arrayref	`0.3.9`	indirect
crates.io	arrayvec	`0.7.6`	indirect
crates.io	arrayvec	`0.7.8`	indirect
crates.io	arrow	`58.3.0`	indirect
crates.io	arrow-arith	`58.3.0`	indirect
crates.io	arrow-array	`58.3.0`	indirect
crates.io	arrow-avro	`58.3.0`	indirect
crates.io	arrow-buffer	`58.3.0`	indirect
crates.io	arrow-cast	`58.3.0`	indirect
crates.io	arrow-csv	`58.3.0`	indirect
crates.io	arrow-data	`58.3.0`	indirect
crates.io	arrow-flight	`58.3.0`	indirect
crates.io	arrow-ipc	`58.3.0`	indirect
crates.io	arrow-json	`58.3.0`	indirect
crates.io	arrow-ord	`58.3.0`	indirect
crates.io	arrow-pyarrow	`58.3.0`	indirect
crates.io	arrow-row	`58.3.0`	indirect
crates.io	arrow-schema	`58.3.0`	indirect
crates.io	arrow-select	`58.3.0`	indirect
crates.io	arrow-string	`58.3.0`	indirect
crates.io	astral-tokio-tar	`0.6.2`	indirect
crates.io	async-compression	`0.4.42`	indirect
crates.io	async-ffi	`0.5.0`	indirect
crates.io	async-recursion	`1.1.1`	indirect
crates.io	async-stream	`0.3.6`	indirect
crates.io	async-stream-impl	`0.3.6`	indirect
crates.io	atoi	`2.0.0`	indirect
crates.io	atomic	`0.6.1`	indirect
crates.io	atomic-waker	`1.1.2`	indirect
crates.io	autocfg	`1.5.1`	indirect
crates.io	aws-config	`—`	indirect
crates.io	aws-config	`1.9.0`	indirect
crates.io	aws-credential-types	`—`	indirect
crates.io	aws-credential-types	`1.3.0`	indirect
crates.io	aws-lc-rs	`1.17.0`	indirect
crates.io	aws-lc-sys	`0.41.0`	indirect
crates.io	aws-runtime	`1.8.1`	indirect
crates.io	aws-sdk-sso	`1.103.0`	indirect
crates.io	aws-sdk-ssooidc	`1.105.0`	indirect
crates.io	aws-sdk-sts	`1.108.0`	indirect
crates.io	aws-sigv4	`1.5.1`	indirect
crates.io	aws-smithy-async	`1.3.0`	indirect
crates.io	aws-smithy-http	`0.64.0`	indirect
crates.io	aws-smithy-http-client	`1.2.0`	indirect
crates.io	aws-smithy-json	`0.63.0`	indirect
crates.io	aws-smithy-observability	`0.3.0`	indirect
crates.io	aws-smithy-query	`0.61.1`	indirect
crates.io	aws-smithy-runtime	`1.12.0`	indirect
crates.io	aws-smithy-runtime-api	`1.13.0`	indirect
crates.io	aws-smithy-runtime-api-macros	`1.1.0`	indirect
crates.io	aws-smithy-schema	`0.2.0`	indirect
crates.io	aws-smithy-types	`1.6.1`	indirect
crates.io	aws-smithy-xml	`0.61.1`	indirect
crates.io	aws-types	`1.4.0`	indirect
crates.io	axum	`—`	indirect
crates.io	axum	`0.8.9`	indirect
crates.io	axum-core	`0.5.6`	indirect
crates.io	base64	`0.22.1`	indirect
crates.io	base64-simd	`0.8.0`	indirect
crates.io	beamterm-core	`1.0.0`	indirect
crates.io	beamterm-data	`1.0.0`	indirect
crates.io	beamterm-renderer	`1.0.0`	indirect
crates.io	beamterm-unicode	`1.0.0`	indirect
crates.io	bigdecimal	`0.4.10`	indirect
crates.io	bit-set	`0.5.3`	indirect
crates.io	bit-vec	`0.6.3`	indirect
crates.io	bitflags	`1.3.2`	indirect
crates.io	bitflags	`2.13.0`	indirect
crates.io	bitflags	`2.13.1`	indirect
crates.io	bitvec	`1.0.1`	indirect
crates.io	blake2	`0.10.6`	indirect
crates.io	blake3	`1.8.5`	indirect
crates.io	block-buffer	`0.10.4`	indirect
crates.io	block-buffer	`0.12.1`	indirect
crates.io	bollard	`0.20.2`	indirect
crates.io	bollard-buildkit-proto	`0.7.0`	indirect
crates.io	bollard-stubs	`1.52.1-rc.29.1.3`	indirect
crates.io	brotli	`8.0.3`	indirect
crates.io	brotli	`8.0.4`	indirect
crates.io	brotli-decompressor	`5.0.1`	indirect
crates.io	brotli-decompressor	`5.0.3`	indirect
crates.io	bs58	`0.5.1`	indirect
crates.io	bumpalo	`3.20.3`	indirect
crates.io	by_address	`1.2.1`	indirect
crates.io	bytemuck	`1.25.0`	indirect
crates.io	byteorder	`1.5.0`	indirect
crates.io	bytes	`1.11.1`	indirect
crates.io	bytes	`1.12.1`	indirect
crates.io	bytes-utils	`0.1.4`	indirect
crates.io	bytesize	`—`	indirect
crates.io	bytesize	`2.4.2`	indirect
crates.io	bzip2	`0.6.1`	indirect
crates.io	cargo	`—`	indirect
crates.io	cast	`0.3.0`	indirect
crates.io	castaway	`0.2.4`	indirect
crates.io	cc	`1.2.64`	indirect
crates.io	cc	`1.3.0`	indirect
crates.io	cfg-if	`1.0.4`	indirect
crates.io	cfg_aliases	`0.2.1`	indirect
crates.io	cfg_aliases	`0.2.2`	indirect
crates.io	chacha20	`0.10.0`	indirect
crates.io	chacha20	`0.10.1`	indirect
crates.io	chrono-tz	`0.10.4`	indirect
crates.io	ciborium	`0.2.2`	indirect
crates.io	ciborium-io	`0.2.2`	indirect
crates.io	ciborium-ll	`0.2.2`	indirect
crates.io	clap_builder	`4.6.2`	indirect
crates.io	clap_derive	`4.6.1`	indirect
crates.io	clap_lex	`1.1.0`	indirect
crates.io	clipboard-win	`5.4.1`	indirect
crates.io	cmake	`0.1.58`	indirect
crates.io	cmov	`0.5.4`	indirect
crates.io	colorchoice	`1.0.5`	indirect
crates.io	combine	`4.6.7`	indirect
crates.io	comfy-table	`7.2.2`	indirect
crates.io	compact_str	`0.9.1`	indirect
crates.io	compression-codecs	`0.4.38`	indirect
crates.io	compression-core	`0.4.32`	indirect
crates.io	console	`0.16.3`	indirect
crates.io	console	`0.16.4`	indirect
crates.io	const-oid	`0.10.2`	indirect
crates.io	const-random	`0.1.18`	indirect
crates.io	const-random-macro	`0.1.16`	indirect
crates.io	constant_time_eq	`0.4.2`	indirect
crates.io	convert_case	`0.10.0`	indirect
crates.io	core-foundation	`0.10.1`	indirect
crates.io	core-foundation	`0.9.4`	indirect
crates.io	core-foundation-sys	`0.8.7`	indirect
crates.io	cpufeatures	`0.2.17`	indirect
crates.io	cpufeatures	`0.3.0`	indirect
crates.io	crc	`3.4.0`	indirect
crates.io	crc-catalog	`2.5.0`	indirect
crates.io	crc32fast	`1.5.0`	indirect
crates.io	criterion	`—`	indirect
crates.io	criterion	`0.8.2`	indirect
crates.io	criterion-plot	`0.8.2`	indirect
crates.io	crossbeam-channel	`0.5.15`	indirect
crates.io	crossbeam-deque	`0.8.6`	indirect
crates.io	crossbeam-epoch	`0.9.18`	indirect
crates.io	crossbeam-utils	`0.8.21`	indirect
crates.io	crossbeam-utils	`0.8.22`	indirect
crates.io	crossterm_winapi	`0.9.1`	indirect
crates.io	crunchy	`0.2.4`	indirect
crates.io	crypto-common	`0.1.7`	indirect
crates.io	crypto-common	`0.2.2`	indirect
crates.io	csscolorparser	`0.6.2`	indirect
crates.io	cstr	`0.2.12`	indirect
crates.io	csv	`1.4.0`	indirect
crates.io	csv-core	`0.1.13`	indirect
crates.io	ctor	`1.0.9`	indirect
crates.io	ctutils	`0.4.2`	indirect
crates.io	darling	`0.23.0`	indirect
crates.io	darling_core	`0.23.0`	indirect
crates.io	darling_macro	`0.23.0`	indirect
crates.io	dashmap	`6.2.1`	indirect
crates.io	datafusion-catalog	`54.0.0`	indirect
crates.io	datafusion-catalog-listing	`54.0.0`	indirect
crates.io	datafusion-common	`54.0.0`	indirect
crates.io	datafusion-common-runtime	`54.0.0`	indirect
crates.io	datafusion-datasource	`54.0.0`	indirect
crates.io	datafusion-datasource-arrow	`54.0.0`	indirect
crates.io	datafusion-datasource-avro	`54.0.0`	indirect
crates.io	datafusion-datasource-csv	`54.0.0`	indirect
crates.io	datafusion-datasource-json	`54.0.0`	indirect
crates.io	datafusion-datasource-parquet	`54.0.0`	indirect
crates.io	datafusion-doc	`54.0.0`	indirect
crates.io	datafusion-execution	`54.0.0`	indirect
crates.io	datafusion-expr	`54.0.0`	indirect
crates.io	datafusion-expr-common	`54.0.0`	indirect
crates.io	datafusion-ffi	`54.0.0`	indirect
crates.io	datafusion-functions	`54.0.0`	indirect
crates.io	datafusion-functions-aggregate	`54.0.0`	indirect
crates.io	datafusion-functions-aggregate-common	`54.0.0`	indirect
crates.io	datafusion-functions-nested	`54.0.0`	indirect
crates.io	datafusion-functions-table	`54.0.0`	indirect
crates.io	datafusion-functions-window	`54.0.0`	indirect
crates.io	datafusion-functions-window-common	`54.0.0`	indirect
crates.io	datafusion-macros	`54.0.0`	indirect
crates.io	datafusion-optimizer	`54.0.0`	indirect
crates.io	datafusion-physical-expr	`54.0.0`	indirect
crates.io	datafusion-physical-expr-adapter	`54.0.0`	indirect
crates.io	datafusion-physical-expr-common	`54.0.0`	indirect
crates.io	datafusion-physical-optimizer	`54.0.0`	indirect
crates.io	datafusion-physical-plan	`54.0.0`	indirect
crates.io	datafusion-proto-common	`54.0.0`	indirect
crates.io	datafusion-pruning	`54.0.0`	indirect
crates.io	datafusion-python-util	`54.0.0`	indirect
crates.io	datafusion-session	`54.0.0`	indirect
crates.io	datafusion-spark	`54.0.0`	indirect
crates.io	datafusion-sql	`54.0.0`	indirect
crates.io	datafusion-substrait	`54.0.0`	indirect
crates.io	deltae	`0.3.2`	indirect
crates.io	deranged	`0.5.8`	indirect
crates.io	derive_more	`2.1.1`	indirect
crates.io	derive_more-impl	`2.1.1`	indirect
crates.io	digest	`0.10.7`	indirect
crates.io	digest	`0.11.3`	indirect
crates.io	dirs-sys	`0.5.0`	indirect
crates.io	displaydoc	`0.2.6`	indirect
crates.io	docker_credential	`1.4.0`	indirect
crates.io	document-features	`0.2.12`	indirect
crates.io	dot-generator	`0.2.0`	indirect
crates.io	dot-structures	`0.1.2`	indirect
crates.io	dunce	`1.0.5`	indirect
crates.io	dyn-clone	`1.0.20`	indirect
crates.io	either	`1.16.0`	indirect
crates.io	encode_unicode	`1.0.0`	indirect
crates.io	encoding_rs	`0.8.35`	indirect
crates.io	endian-type	`0.2.0`	indirect
crates.io	env_filter	`2.0.0`	indirect
crates.io	env_logger	`0.11.11`	indirect
crates.io	equivalent	`1.0.2`	indirect
crates.io	errno	`0.3.14`	indirect
crates.io	error-code	`3.3.2`	indirect
crates.io	etcetera	`0.11.0`	indirect
crates.io	euclid	`0.22.14`	indirect
crates.io	fancy-regex	`0.11.0`	indirect
crates.io	fast-srgb8	`1.0.0`	indirect
crates.io	fastrand	`2.4.1`	indirect
crates.io	ferroid	`2.0.0`	indirect
crates.io	filedescriptor	`0.8.3`	indirect
crates.io	filetime	`0.2.29`	indirect
crates.io	find-msvc-tools	`0.1.9`	indirect
crates.io	finl_unicode	`1.4.0`	indirect
crates.io	fixedbitset	`0.4.2`	indirect
crates.io	fixedbitset	`0.5.7`	indirect
crates.io	flatbuffers	`25.12.19`	indirect
crates.io	flate2	`1.1.9`	indirect
crates.io	fnv	`1.0.7`	indirect
crates.io	foldhash	`0.1.5`	indirect
crates.io	foldhash	`0.2.0`	indirect
crates.io	form_urlencoded	`1.2.2`	indirect
crates.io	fs_extra	`1.3.0`	indirect
crates.io	funty	`2.0.0`	indirect
crates.io	futures-channel	`0.3.33`	indirect
crates.io	futures-core	`0.3.33`	indirect
crates.io	futures-executor	`0.3.33`	indirect
crates.io	futures-io	`0.3.33`	indirect
crates.io	futures-macro	`0.3.33`	indirect
crates.io	futures-sink	`0.3.33`	indirect
crates.io	futures-task	`0.3.33`	indirect
crates.io	futures-timer	`3.0.4`	indirect
crates.io	futures-util	`0.3.33`	indirect
crates.io	generic-array	`0.14.7`	indirect
crates.io	getrandom	`0.2.17`	indirect
crates.io	getrandom	`0.3.4`	indirect
crates.io	getrandom	`0.4.2`	indirect
crates.io	getrandom	`0.4.3`	indirect
crates.io	glob	`0.3.3`	indirect
crates.io	glow	`0.17.0`	indirect
crates.io	graphviz-rust	`—`	indirect
crates.io	graphviz-rust	`0.9.8`	indirect
crates.io	h2	`0.4.14`	indirect
crates.io	h2	`0.4.15`	indirect
crates.io	half	`2.7.1`	indirect
crates.io	hashbrown	`0.12.3`	indirect
crates.io	hashbrown	`0.14.5`	indirect
crates.io	hashbrown	`0.15.5`	indirect
crates.io	hashbrown	`0.16.1`	indirect
crates.io	hashbrown	`0.17.1`	indirect
crates.io	hashlink	`0.11.1`	indirect
crates.io	heck	`0.3.3`	indirect
crates.io	heck	`0.5.0`	indirect
crates.io	hex	`0.4.3`	indirect
crates.io	hmac	`0.13.0`	indirect
crates.io	home	`0.5.12`	indirect
crates.io	http	`—`	indirect
crates.io	http	`0.2.12`	indirect
crates.io	http	`1.4.2`	indirect
crates.io	http-body	`0.4.6`	indirect
crates.io	http-body	`1.0.1`	indirect
crates.io	http-body	`1.1.0`	indirect
crates.io	http-body-util	`0.1.3`	indirect
crates.io	http-body-util	`0.1.4`	indirect
crates.io	httparse	`1.10.1`	indirect
crates.io	httpdate	`1.0.3`	indirect
crates.io	humantime	`2.3.0`	indirect
crates.io	humantime	`2.4.0`	indirect
crates.io	hybrid-array	`0.4.12`	indirect
crates.io	hybrid-array	`0.4.13`	indirect
crates.io	hyper	`1.10.1`	indirect
crates.io	hyper-named-pipe	`0.1.0`	indirect
crates.io	hyper-rustls	`0.27.9`	indirect
crates.io	hyper-timeout	`0.5.2`	indirect
crates.io	hyper-util	`0.1.20`	indirect
crates.io	hyperlocal	`0.9.1`	indirect
crates.io	iana-time-zone	`0.1.65`	indirect
crates.io	iana-time-zone-haiku	`0.1.2`	indirect
crates.io	icu_collections	`2.2.0`	indirect
crates.io	icu_locale_core	`2.2.0`	indirect
crates.io	icu_normalizer	`2.2.0`	indirect
crates.io	icu_normalizer_data	`2.2.0`	indirect
crates.io	icu_properties	`2.2.0`	indirect
crates.io	icu_properties_data	`2.2.0`	indirect
crates.io	icu_provider	`2.2.0`	indirect
crates.io	id-arena	`2.3.0`	indirect
crates.io	ident_case	`1.0.1`	indirect
crates.io	idna	`1.1.0`	indirect
crates.io	idna_adapter	`1.2.2`	indirect
crates.io	indexmap	`1.9.3`	indirect
crates.io	indexmap	`2.14.0`	indirect
crates.io	indoc	`2.0.7`	indirect
crates.io	insta	`1.48.0`	indirect
crates.io	instability	`0.3.12`	indirect
crates.io	integer-encoding	`3.0.4`	indirect
crates.io	into-attr	`0.1.1`	indirect
crates.io	into-attr-derive	`0.2.1`	indirect
crates.io	ipnet	`2.12.0`	indirect
crates.io	is_terminal_polyfill	`1.70.2`	indirect
crates.io	itertools	`—`	indirect
crates.io	itertools	`0.12.1`	indirect
crates.io	itertools	`0.13.0`	indirect
crates.io	itertools	`0.14.0`	indirect
crates.io	itertools	`0.15.0`	indirect
crates.io	itoa	`1.0.18`	indirect
crates.io	jiff	`0.2.28`	indirect
crates.io	jiff-static	`0.2.28`	indirect
crates.io	jni	`0.22.4`	indirect
crates.io	jni-macros	`0.22.4`	indirect
crates.io	jni-sys	`0.4.1`	indirect
crates.io	jni-sys-macros	`0.4.1`	indirect
crates.io	jobserver	`0.1.34`	indirect
crates.io	jobserver	`0.1.35`	indirect
crates.io	kasuari	`0.4.12`	indirect
crates.io	lab	`0.11.0`	indirect
crates.io	lazy_static	`1.5.0`	indirect
crates.io	leb128fmt	`0.1.0`	indirect
crates.io	lexical-core	`1.0.6`	indirect
crates.io	lexical-parse-float	`1.0.6`	indirect
crates.io	lexical-parse-integer	`1.0.6`	indirect
crates.io	lexical-util	`1.0.7`	indirect
crates.io	lexical-write-float	`1.0.6`	indirect
crates.io	lexical-write-integer	`1.0.6`	indirect
crates.io	libbz2-rs-sys	`0.2.5`	indirect
crates.io	libc	`—`	indirect
crates.io	libc	`0.2.186`	indirect
crates.io	libloading	`0.9.0`	indirect
crates.io	liblzma	`0.4.6`	indirect
crates.io	liblzma	`0.4.7`	indirect
crates.io	liblzma-sys	`0.4.6`	indirect
crates.io	liblzma-sys	`0.4.7`	indirect
crates.io	libm	`0.2.16`	indirect
crates.io	libmimalloc-sys	`0.1.49`	indirect
crates.io	libredox	`0.1.17`	indirect
crates.io	line-clipping	`0.3.7`	indirect
crates.io	link-section	`0.19.0`	indirect
crates.io	linktime-proc-macro	`0.2.0`	indirect
crates.io	linux-raw-sys	`0.12.1`	indirect
crates.io	linux-raw-sys	`0.4.15`	indirect
crates.io	litemap	`0.8.2`	indirect
crates.io	litrs	`1.0.0`	indirect
crates.io	lock_api	`0.4.14`	indirect
crates.io	lru	`—`	indirect
crates.io	lru	`0.16.4`	indirect
crates.io	lru	`0.18.1`	indirect
crates.io	lru-slab	`0.1.2`	indirect
crates.io	lz4_flex	`0.13.1`	indirect
crates.io	mac_address	`1.1.8`	indirect
crates.io	matchers	`0.2.0`	indirect
crates.io	matchit	`0.8.4`	indirect
crates.io	md-5	`—`	indirect
crates.io	md-5	`0.10.6`	indirect
crates.io	md-5	`0.11.0`	indirect
crates.io	memchr	`2.8.2`	indirect
crates.io	memchr	`2.8.3`	indirect
crates.io	memmem	`0.1.1`	indirect
crates.io	memoffset	`0.9.1`	indirect
crates.io	memory-stats	`—`	indirect
crates.io	memory-stats	`1.2.0`	indirect
crates.io	mime	`0.3.17`	indirect
crates.io	minimal-lexical	`0.2.1`	indirect
crates.io	miniz_oxide	`0.8.9`	indirect
crates.io	miniz_oxide	`0.9.1`	indirect
crates.io	mio	`1.2.1`	indirect
crates.io	mio	`1.2.2`	indirect
crates.io	multimap	`0.10.1`	indirect
crates.io	nibble_vec	`0.1.0`	indirect
crates.io	nix	`0.29.0`	indirect
crates.io	nix	`0.31.3`	indirect
crates.io	nom	`7.1.3`	indirect
crates.io	ntapi	`0.4.3`	indirect
crates.io	nu-ansi-term	`0.50.3`	indirect
crates.io	num	`0.4.3`	indirect
crates.io	num-bigint	`0.4.6`	indirect
crates.io	num-bigint	`0.4.8`	indirect
crates.io	num-complex	`0.4.6`	indirect
crates.io	num-conv	`0.2.2`	indirect
crates.io	num-derive	`0.4.2`	indirect
crates.io	num-integer	`0.1.46`	indirect
crates.io	num-iter	`0.1.45`	indirect
crates.io	num-rational	`0.4.2`	indirect
crates.io	num-traits	`0.2.19`	indirect
crates.io	num_threads	`0.1.7`	indirect
crates.io	numtoa	`0.2.4`	indirect
crates.io	objc2-core-foundation	`0.3.2`	indirect
crates.io	objc2-io-kit	`0.3.2`	indirect
crates.io	object	`0.37.3`	indirect
crates.io	object_store	`0.13.2`	indirect
crates.io	once_cell	`—`	indirect
crates.io	once_cell	`1.21.4`	indirect
crates.io	once_cell_polyfill	`1.70.2`	indirect
crates.io	oorandom	`11.1.5`	indirect
crates.io	openssl-probe	`0.2.1`	indirect
crates.io	option-ext	`0.2.0`	indirect
crates.io	ordered-float	`2.10.1`	indirect
crates.io	ordered-float	`4.6.0`	indirect
crates.io	outref	`0.5.2`	indirect
crates.io	page_size	`0.6.0`	indirect
crates.io	palette	`0.7.6`	indirect
crates.io	palette_derive	`0.7.6`	indirect
crates.io	parking_lot	`0.12.5`	indirect
crates.io	parking_lot_core	`0.9.12`	indirect
crates.io	parquet	`58.3.0`	indirect
crates.io	parse-display	`0.9.1`	indirect
crates.io	parse-display-derive	`0.9.1`	indirect
crates.io	paste	`1.0.15`	indirect
crates.io	pathdiff	`0.2.3`	indirect
crates.io	pbjson	`0.8.0`	indirect
crates.io	pbjson-build	`0.8.0`	indirect
crates.io	pbjson-types	`0.8.0`	indirect
crates.io	pest	`2.8.6`	indirect
crates.io	pest_derive	`2.8.6`	indirect
crates.io	pest_generator	`2.8.6`	indirect
crates.io	pest_meta	`2.8.6`	indirect
crates.io	petgraph	`0.8.3`	indirect
crates.io	phf	`0.11.3`	indirect
crates.io	phf	`0.12.1`	indirect
crates.io	phf_codegen	`0.11.3`	indirect
crates.io	phf_generator	`0.11.3`	indirect
crates.io	phf_macros	`0.11.3`	indirect
crates.io	phf_shared	`0.11.3`	indirect
crates.io	phf_shared	`0.12.1`	indirect
crates.io	pin-project	`1.1.13`	indirect
crates.io	pin-project-internal	`1.1.13`	indirect
crates.io	pin-project-lite	`0.2.17`	indirect
crates.io	pin-utils	`0.1.0`	indirect
crates.io	pkg-config	`0.3.33`	indirect
crates.io	plotters	`0.3.7`	indirect
crates.io	plotters-backend	`0.3.7`	indirect
crates.io	plotters-svg	`0.3.7`	indirect
crates.io	portable-atomic	`1.13.1`	indirect
crates.io	portable-atomic	`1.14.0`	indirect
crates.io	portable-atomic-util	`0.2.7`	indirect
crates.io	potential_utf	`0.1.5`	indirect
crates.io	powerfmt	`0.2.0`	indirect
crates.io	ppv-lite86	`0.2.21`	indirect
crates.io	prettyplease	`0.2.37`	indirect
crates.io	proc-macro-crate	`3.5.0`	indirect
crates.io	proc-macro-error	`1.0.4`	indirect
crates.io	proc-macro-error-attr	`1.0.4`	indirect
crates.io	proc-macro2	`1.0.106`	indirect
crates.io	procfs	`0.17.0`	indirect
crates.io	procfs-core	`0.17.0`	indirect
crates.io	prometheus	`—`	indirect
crates.io	prometheus	`0.14.0`	indirect
crates.io	prost	`0.14.4`	indirect
crates.io	prost-build	`0.14.4`	indirect
crates.io	prost-derive	`0.14.4`	indirect
crates.io	prost-types	`0.14.4`	indirect
crates.io	protobuf	`3.7.2`	indirect
crates.io	protobuf-support	`3.7.2`	indirect
crates.io	psm	`0.1.31`	indirect
crates.io	pulldown-cmark	`0.13.4`	indirect
crates.io	pulldown-cmark-to-cmark	`22.0.0`	indirect
crates.io	pyo3-async-runtimes	`0.28.0`	indirect
crates.io	pyo3-build-config	`0.28.3`	indirect
crates.io	pyo3-build-config	`0.29.0`	indirect
crates.io	pyo3-ffi	`0.28.3`	indirect
crates.io	pyo3-macros	`0.28.3`	indirect
crates.io	pyo3-macros-backend	`0.28.3`	indirect
crates.io	python3-dll-a	`0.2.15`	indirect
crates.io	quick-xml	`0.39.4`	indirect
crates.io	quinn	`0.11.11`	indirect
crates.io	quinn	`0.11.9`	indirect
crates.io	quinn-proto	`0.11.14`	indirect
crates.io	quinn-proto	`0.11.16`	indirect
crates.io	quinn-udp	`0.5.14`	indirect
crates.io	quinn-udp	`0.5.15`	indirect
crates.io	quote	`1.0.45`	indirect
crates.io	quote	`1.0.46`	indirect
crates.io	r-efi	`5.3.0`	indirect
crates.io	r-efi	`6.0.0`	indirect
crates.io	radium	`0.7.0`	indirect
crates.io	radix_trie	`0.3.0`	indirect
crates.io	rand	`0.10.2`	indirect
crates.io	rand	`0.8.6`	indirect
crates.io	rand	`0.9.4`	indirect
crates.io	rand	`0.9.5`	indirect
crates.io	rand_chacha	`0.9.0`	indirect
crates.io	rand_core	`0.10.1`	indirect
crates.io	rand_core	`0.6.4`	indirect
crates.io	rand_core	`0.9.5`	indirect
crates.io	rand_pcg	`0.10.2`	indirect
crates.io	ratatui-core	`0.1.2`	indirect
crates.io	ratatui-crossterm	`0.1.2`	indirect
crates.io	ratatui-macros	`0.7.2`	indirect
crates.io	ratatui-termina	`0.1.0`	indirect
crates.io	ratatui-termion	`0.1.2`	indirect
crates.io	ratatui-termwiz	`0.1.2`	indirect
crates.io	ratatui-widgets	`0.3.2`	indirect
crates.io	rayon	`1.12.0`	indirect
crates.io	rayon-core	`1.13.0`	indirect
crates.io	recursive	`0.1.1`	indirect
crates.io	recursive-proc-macro-impl	`0.1.1`	indirect
crates.io	redox_syscall	`0.5.18`	indirect
crates.io	redox_users	`0.5.2`	indirect
crates.io	ref-cast	`1.0.25`	indirect
crates.io	ref-cast-impl	`1.0.25`	indirect
crates.io	regex	`—`	indirect
crates.io	regex	`1.13.1`	indirect
crates.io	regex-automata	`0.4.16`	indirect
crates.io	regex-lite	`0.1.9`	indirect
crates.io	regex-syntax	`0.8.11`	indirect
crates.io	regress	`0.10.5`	indirect
crates.io	relative-path	`1.9.3`	indirect
crates.io	ring	`0.17.14`	indirect
crates.io	rstest	`0.26.1`	indirect
crates.io	rstest_macros	`0.26.1`	indirect
crates.io	rustc-hash	`2.1.2`	indirect
crates.io	rustc-hash	`2.1.3`	indirect
crates.io	rustc-std-workspace-core	`1.0.1`	indirect
crates.io	rustc_version	`—`	indirect
crates.io	rustc_version	`0.4.1`	indirect
crates.io	rustix	`0.38.44`	indirect
crates.io	rustix	`1.1.4`	indirect
crates.io	rustls	`—`	indirect
crates.io	rustls	`0.23.42`	indirect
crates.io	rustls-native-certs	`0.8.4`	indirect
crates.io	rustls-pki-types	`1.14.1`	indirect
crates.io	rustls-pki-types	`1.15.0`	indirect
crates.io	rustls-platform-verifier	`0.7.0`	indirect
crates.io	rustls-platform-verifier-android	`0.1.1`	indirect
crates.io	rustls-webpki	`0.103.13`	indirect
crates.io	rustversion	`1.0.22`	indirect
crates.io	rustversion	`1.0.23`	indirect
crates.io	ryu	`1.0.23`	indirect
crates.io	same-file	`1.0.6`	indirect
crates.io	schannel	`0.1.29`	indirect
crates.io	schemars	`0.8.22`	indirect
crates.io	schemars	`0.9.0`	indirect
crates.io	schemars	`1.2.1`	indirect
crates.io	schemars_derive	`0.8.22`	indirect
crates.io	scopeguard	`1.2.0`	indirect
crates.io	security-framework	`3.7.0`	indirect
crates.io	security-framework-sys	`2.17.0`	indirect
crates.io	semver	`1.0.28`	indirect
crates.io	seq-macro	`0.3.6`	indirect
crates.io	serde_core	`1.0.229`	indirect
crates.io	serde_derive	`1.0.229`	indirect
crates.io	serde_derive_internals	`0.29.1`	indirect
crates.io	serde_path_to_error	`0.1.20`	indirect
crates.io	serde_repr	`0.1.20`	indirect
crates.io	serde_tokenstream	`0.2.3`	indirect
crates.io	serde_urlencoded	`0.7.1`	indirect
crates.io	serde_with	`3.21.0`	indirect
crates.io	serde_with_macros	`3.21.0`	indirect
crates.io	serde_yaml	`0.9.34+deprecated`	indirect
crates.io	sha1	`0.10.6`	indirect
crates.io	sha1	`0.11.0`	indirect
crates.io	sha2	`0.10.9`	indirect
crates.io	sha2	`0.11.0`	indirect
crates.io	sha2-const-stable	`0.1.0`	indirect
crates.io	sharded-slab	`0.1.7`	indirect
crates.io	shlex	`2.0.1`	indirect
crates.io	signal-hook	`0.3.18`	indirect
crates.io	signal-hook-mio	`0.2.5`	indirect
crates.io	signal-hook-registry	`1.4.8`	indirect
crates.io	simd-adler32	`0.3.10`	indirect
crates.io	simd-adler32	`0.3.9`	indirect
crates.io	simd_cesu8	`1.1.1`	indirect
crates.io	simdutf8	`0.1.5`	indirect
crates.io	similar	`2.7.0`	indirect
crates.io	siphasher	`1.0.3`	indirect
crates.io	slab	`0.4.12`	indirect
crates.io	slotmap	`1.1.1`	indirect
crates.io	smallvec	`1.15.2`	indirect
crates.io	snap	`1.1.1`	indirect
crates.io	snap	`1.1.2`	indirect
crates.io	socket2	`0.6.4`	indirect
crates.io	socket2	`0.6.5`	indirect
crates.io	sqlparser	`0.62.0`	indirect
crates.io	sqlparser_derive	`0.5.0`	indirect
crates.io	stabby	`72.1.8`	indirect
crates.io	stabby-abi	`72.1.8`	indirect
crates.io	stabby-macros	`72.1.8`	indirect
crates.io	stable_deref_trait	`1.2.1`	indirect
crates.io	stacker	`0.1.24`	indirect
crates.io	static_assertions	`1.1.0`	indirect
crates.io	strsim	`0.11.1`	indirect
crates.io	structmeta	`0.3.0`	indirect
crates.io	structmeta-derive	`0.3.0`	indirect
crates.io	structopt	`—`	indirect
crates.io	structopt	`0.3.26`	indirect
crates.io	structopt-derive	`0.4.18`	indirect
crates.io	strum	`0.28.0`	indirect
crates.io	strum_macros	`0.28.0`	indirect
crates.io	substrait	`0.63.0`	indirect
crates.io	subtle	`2.6.1`	indirect
crates.io	symlink	`0.1.0`	indirect
crates.io	syn	`1.0.109`	indirect
crates.io	syn	`2.0.117`	indirect
crates.io	syn	`2.0.119`	indirect
crates.io	syn	`3.0.0`	indirect
crates.io	syn	`3.0.1`	indirect
crates.io	sync_wrapper	`1.0.2`	indirect
crates.io	synstructure	`0.13.2`	indirect
crates.io	sysinfo	`—`	indirect
crates.io	sysinfo	`0.38.4`	indirect
crates.io	system-configuration	`0.7.0`	indirect
crates.io	system-configuration-sys	`0.6.0`	indirect
crates.io	tap	`1.0.1`	indirect
crates.io	target-lexicon	`0.13.5`	indirect
crates.io	tempfile	`3.27.0`	indirect
crates.io	termina	`0.3.3`	indirect
crates.io	terminfo	`0.9.0`	indirect
crates.io	termion	`4.0.6`	indirect
crates.io	termios	`0.3.3`	indirect
crates.io	termwiz	`0.23.3`	indirect
crates.io	testcontainers	`0.27.3`	indirect
crates.io	testcontainers-modules	`—`	indirect
crates.io	testcontainers-modules	`0.15.0`	indirect
crates.io	textwrap	`0.11.0`	indirect
crates.io	thiserror	`1.0.69`	indirect
crates.io	thiserror	`2.0.18`	indirect
crates.io	thiserror	`2.0.19`	indirect
crates.io	thiserror-impl	`1.0.69`	indirect
crates.io	thiserror-impl	`2.0.18`	indirect
crates.io	thiserror-impl	`2.0.19`	indirect
crates.io	thread_local	`1.1.9`	indirect
crates.io	thrift	`0.17.0`	indirect
crates.io	time	`0.3.47`	indirect
crates.io	time-core	`0.1.8`	indirect
crates.io	time-macros	`0.2.27`	indirect
crates.io	tiny-keccak	`2.0.2`	indirect
crates.io	tinystr	`0.8.3`	indirect
crates.io	tinytemplate	`1.2.1`	indirect
crates.io	tinyvec	`1.11.0`	indirect
crates.io	tinyvec	`1.12.0`	indirect
crates.io	tinyvec_macros	`0.1.1`	indirect
crates.io	tokio-macros	`2.7.0`	indirect
crates.io	tokio-macros	`2.7.1`	indirect
crates.io	tokio-rustls	`0.26.4`	indirect
crates.io	tokio-stream	`0.1.18`	indirect
crates.io	tokio-util	`—`	indirect
crates.io	tokio-util	`0.7.18`	indirect
crates.io	toml_datetime	`1.1.1+spec-1.1.0`	indirect
crates.io	toml_edit	`0.25.12+spec-1.1.0`	indirect
crates.io	toml_edit	`0.25.13+spec-1.1.0`	indirect
crates.io	toml_parser	`1.1.2+spec-1.1.0`	indirect
crates.io	tonic-build	`0.14.6`	indirect
crates.io	tonic-prost	`0.14.6`	indirect
crates.io	tonic-prost-build	`0.14.6`	indirect
crates.io	tower	`0.5.3`	indirect
crates.io	tower-http	`—`	indirect
crates.io	tower-http	`0.6.11`	indirect
crates.io	tower-http	`0.7.0`	indirect
crates.io	tower-layer	`0.3.3`	indirect
crates.io	tower-service	`0.3.3`	indirect
crates.io	tracing-attributes	`0.1.31`	indirect
crates.io	tracing-core	`0.1.36`	indirect
crates.io	tracing-log	`0.2.0`	indirect
crates.io	try-lock	`0.2.5`	indirect
crates.io	twox-hash	`2.1.2`	indirect
crates.io	typenum	`1.20.1`	indirect
crates.io	typify	`0.5.0`	indirect
crates.io	typify-impl	`0.5.0`	indirect
crates.io	typify-macro	`0.5.0`	indirect
crates.io	ucd-trie	`0.1.7`	indirect
crates.io	unicase	`2.9.0`	indirect
crates.io	unicode-ident	`1.0.24`	indirect
crates.io	unicode-segmentation	`1.13.3`	indirect
crates.io	unicode-truncate	`2.0.1`	indirect
crates.io	unicode-width	`0.1.14`	indirect
crates.io	unicode-width	`0.2.2`	indirect
crates.io	unicode-xid	`0.2.6`	indirect
crates.io	unsafe-libyaml	`0.2.11`	indirect
crates.io	untrusted	`0.9.0`	indirect
crates.io	ureq	`3.3.0`	indirect
crates.io	ureq-proto	`0.6.0`	indirect
crates.io	url	`2.5.8`	indirect
crates.io	urlencoding	`2.1.3`	indirect
crates.io	utf8-zero	`0.8.1`	indirect
crates.io	utf8_iter	`1.0.4`	indirect
crates.io	utf8parse	`0.2.2`	indirect
crates.io	uuid	`1.24.0`	indirect
crates.io	valuable	`0.1.1`	indirect
crates.io	version_check	`0.9.5`	indirect
crates.io	vsimd	`0.8.0`	indirect
crates.io	vtparse	`0.6.2`	indirect
crates.io	walkdir	`2.5.0`	indirect
crates.io	want	`0.3.1`	indirect
crates.io	wasi	`0.11.1+wasi-snapshot-preview1`	indirect
crates.io	wasip2	`1.0.3+wasi-0.2.9`	indirect
crates.io	wasip2	`1.0.4+wasi-0.2.12`	indirect
crates.io	wasip3	`0.4.0+wasi-0.3.0-rc-2026-01-06`	indirect
crates.io	wasm-bindgen-macro	`0.2.123`	indirect
crates.io	wasm-bindgen-macro	`0.2.126`	indirect
crates.io	wasm-bindgen-macro-support	`0.2.123`	indirect
crates.io	wasm-bindgen-macro-support	`0.2.126`	indirect
crates.io	wasm-bindgen-shared	`0.2.123`	indirect
crates.io	wasm-bindgen-shared	`0.2.126`	indirect
crates.io	wasm-encoder	`0.244.0`	indirect
crates.io	wasm-metadata	`0.244.0`	indirect
crates.io	wasm-streams	`0.4.2`	indirect
crates.io	wasmparser	`0.244.0`	indirect
crates.io	web-time	`1.1.0`	indirect
crates.io	webpki-root-certs	`1.0.7`	indirect
crates.io	wezterm-bidi	`0.2.3`	indirect
crates.io	wezterm-blob-leases	`0.1.1`	indirect
crates.io	wezterm-color-types	`0.3.0`	indirect
crates.io	wezterm-dynamic	`0.2.1`	indirect
crates.io	wezterm-dynamic-derive	`0.1.1`	indirect
crates.io	wezterm-input-types	`0.1.0`	indirect
crates.io	winapi	`0.3.9`	indirect
crates.io	winapi-i686-pc-windows-gnu	`0.4.0`	indirect
crates.io	winapi-util	`0.1.11`	indirect
crates.io	winapi-x86_64-pc-windows-gnu	`0.4.0`	indirect
crates.io	windows	`0.62.2`	indirect
crates.io	windows-collections	`0.3.2`	indirect
crates.io	windows-core	`0.62.2`	indirect
crates.io	windows-future	`0.3.2`	indirect
crates.io	windows-implement	`0.60.2`	indirect
crates.io	windows-interface	`0.59.3`	indirect
crates.io	windows-link	`0.2.1`	indirect
crates.io	windows-numerics	`0.3.1`	indirect
crates.io	windows-registry	`0.6.1`	indirect
crates.io	windows-result	`0.4.1`	indirect
crates.io	windows-strings	`0.5.1`	indirect
crates.io	windows-sys	`0.52.0`	indirect
crates.io	windows-sys	`0.59.0`	indirect
crates.io	windows-sys	`0.60.2`	indirect
crates.io	windows-sys	`0.61.2`	indirect
crates.io	windows-targets	`0.52.6`	indirect
crates.io	windows-targets	`0.53.5`	indirect
crates.io	windows-threading	`0.2.1`	indirect
crates.io	windows_aarch64_gnullvm	`0.52.6`	indirect
crates.io	windows_aarch64_gnullvm	`0.53.1`	indirect
crates.io	windows_aarch64_msvc	`0.52.6`	indirect
crates.io	windows_aarch64_msvc	`0.53.1`	indirect
crates.io	windows_i686_gnu	`0.52.6`	indirect
crates.io	windows_i686_gnu	`0.53.1`	indirect
crates.io	windows_i686_gnullvm	`0.52.6`	indirect
crates.io	windows_i686_gnullvm	`0.53.1`	indirect
crates.io	windows_i686_msvc	`0.52.6`	indirect
crates.io	windows_i686_msvc	`0.53.1`	indirect
crates.io	windows_x86_64_gnu	`0.52.6`	indirect
crates.io	windows_x86_64_gnu	`0.53.1`	indirect
crates.io	windows_x86_64_gnullvm	`0.52.6`	indirect
crates.io	windows_x86_64_gnullvm	`0.53.1`	indirect
crates.io	windows_x86_64_msvc	`0.52.6`	indirect
crates.io	windows_x86_64_msvc	`0.53.1`	indirect
crates.io	winnow	`1.0.3`	indirect
crates.io	winnow	`1.0.4`	indirect
crates.io	wit-bindgen	`0.51.0`	indirect
crates.io	wit-bindgen	`0.57.1`	indirect
crates.io	wit-bindgen-core	`0.51.0`	indirect
crates.io	wit-bindgen-rust	`0.51.0`	indirect
crates.io	wit-bindgen-rust-macro	`0.51.0`	indirect
crates.io	wit-component	`0.244.0`	indirect
crates.io	wit-parser	`0.244.0`	indirect
crates.io	writeable	`0.6.3`	indirect
crates.io	wyz	`0.5.1`	indirect
crates.io	xattr	`1.6.1`	indirect
crates.io	xmlparser	`0.13.6`	indirect
crates.io	yaml-rust2	`0.11.0`	indirect
crates.io	yoke	`0.8.3`	indirect
crates.io	yoke-derive	`0.8.2`	indirect
crates.io	zerocopy	`0.8.52`	indirect
crates.io	zerocopy	`0.8.54`	indirect
crates.io	zerocopy-derive	`0.8.52`	indirect
crates.io	zerocopy-derive	`0.8.54`	indirect
crates.io	zerofrom	`0.1.8`	indirect
crates.io	zerofrom-derive	`0.1.7`	indirect
crates.io	zeroize	`1.8.2`	indirect
crates.io	zeroize	`1.9.0`	indirect
crates.io	zerotrie	`0.2.4`	indirect
crates.io	zerovec	`0.11.6`	indirect
crates.io	zerovec-derive	`0.11.3`	indirect
crates.io	zlib-rs	`0.6.3`	indirect
crates.io	zlib-rs	`0.6.6`	indirect
crates.io	zmij	`1.0.21`	indirect
crates.io	zmij	`1.0.23`	indirect
crates.io	zstd	`0.13.3`	indirect
crates.io	zstd-safe	`7.2.4`	indirect
crates.io	zstd-sys	`2.0.16+zstd.1.5.7`	indirect
Maven	net.alchim31.maven:scala-maven-plugin	`4.5.3`	indirect
Maven	org.apache.maven.plugins:maven-assembly-plugin	`3.0.0`	indirect
Maven	org.apache.maven.plugins:maven-compiler-plugin	`3.1`	indirect
Maven	org.apache.spark:spark-sql_2.12	`3.3.0`	indirect
Maven	org.rogach:scallop_2.12	`3.5.1`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	backports-asyncio-runner	`1.2.0`	indirect
PyPI	certifi	`2026.1.4`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	cloudpickle	`—`	indirect
PyPI	cloudpickle	`3.1.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	cryptography	`48.0.1`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	deprecated	`1.3.1`	indirect
PyPI	exceptiongroup	`1.3.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	idna	`3.15`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipython	`8.38.0`	indirect
PyPI	ipython	`9.9.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jinja2	`—`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	maturin	`—`	indirect
PyPI	maturin	`1.11.5`	indirect
PyPI	myst-parser	`—`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	pandas	`—`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pydata-sphinx-theme	`—`	indirect
PyPI	pygithub	`2.5.0`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pynacl	`1.6.2`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest	`9.0.3`	indirect
PyPI	pytest-asyncio	`1.3.0`	indirect
PyPI	requests	`2.33.0`	indirect
PyPI	ruff	`0.14.13`	indirect
PyPI	sphinx	`—`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	toml	`0.10.2`	indirect
PyPI	tomli	`2.4.0`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	wcwidth	`0.5.3`	indirect
PyPI	wrapt	`2.0.1`	indirect

Dependency advisories 9

This repository publishes no package the index resolves, so its own dependency graph was assessed — 881 packages, which also include development and test pins that never ship: 9 carry known advisories, of which 1 are direct. 63 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
pyo3	`0.28.3`	direct	high	4	`0.29.0`
quick-xml	`0.39.4`	indirect	high	2	`0.41.0`
quinn-proto	`0.11.14`	indirect	high	1	`0.11.15`
thrift	`0.17.0`	indirect	moderate	1	—
anyhow	`1.0.102`	indirect	unknown	1	`1.0.103`
crossbeam-epoch	`0.9.18`	indirect	unknown	1	`0.9.20`
paste	`1.0.15`	indirect	unknown	1	—
proc-macro-error	`1.0.4`	indirect	unknown	1	—
structopt	`0.3.26`	indirect	unknown	1	—

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

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        {
          "name": "log",
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        {
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        {
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        },
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          "name": "tonic",
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            "name": "pytest",
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            "name": "pytest-asyncio",
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          {
            "name": "sphinx",
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            "name": "stack-data",
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            "name": "traitlets",
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          {
            "name": "wrapt",
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        ],
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        "truncated": false,
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        "indirect_count": 863
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        "merged_prs": 1054,
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          "login": "andygrove",
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          "avatar_url": "https://avatars.githubusercontent.com/u/934084?v=4"
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        {
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          "login": "kou",
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        {
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          "login": "wesm",
          "commits": 371,
          "avatar_url": "https://avatars.githubusercontent.com/u/329591?v=4"
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        {
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          "login": "kszucs",
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          "avatar_url": "https://avatars.githubusercontent.com/u/961747?v=4"
        },
        {
          "type": "Bot",
          "login": "dependabot[bot]",
          "commits": 281,
          "avatar_url": "https://avatars.githubusercontent.com/in/29110?v=4"
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        {
          "type": "User",
          "login": "alamb",
          "commits": 252,
          "avatar_url": "https://avatars.githubusercontent.com/u/490673?v=4"
        },
        {
          "type": "User",
          "login": "pitrou",
          "commits": 208,
          "avatar_url": "https://avatars.githubusercontent.com/u/1721820?v=4"
        },
        {
          "type": "User",
          "login": "milenkovicm",
          "commits": 187,
          "avatar_url": "https://avatars.githubusercontent.com/u/956287?v=4"
        },
        {
          "type": "User",
          "login": "jimexist",
          "commits": 146,
          "avatar_url": "https://avatars.githubusercontent.com/u/622789?v=4"
        },
        {
          "type": "User",
          "login": "nealrichardson",
          "commits": 140,
          "avatar_url": "https://avatars.githubusercontent.com/u/2975928?v=4"
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      ],
      "contributors_sampled": 100,
      "top_contributor_share": 0.129
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    "quality_signals": {
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      "has_tests": true,
      "ci_workflows": [
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        "build.yml",
        "codeql.yml",
        "dependencies.yml",
        "dev.yml",
        "dev_pr.yml",
        "docker.yml",
        "docs.yaml",
        "labeler.yml",
        "rust.yml",
        "tpcds.yml",
        "tpch.yml",
        "web-tui.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
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      "has_linter_config": false,
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      "scorecard": {
        "checks": [
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            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
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            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
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          {
            "name": "CI-Tests",
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            "reason": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
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          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 8,
            "reason": "Found 17/19 approved changesets -- score normalized to 8",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 10,
            "reason": "project has 80 contributing companies or organizations",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": 10,
            "reason": "packaging workflow detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
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            "reason": "dependency not pinned by hash detected -- score normalized to 5",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 7,
            "reason": "SAST tool detected but not run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
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            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": null,
            "reason": "no releases found",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
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            "name": "Token-Permissions",
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            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
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            "name": "Vulnerabilities",
            "score": 0,
            "reason": "64 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
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        "aggregate_score": 6.6,
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      "has_dependabot_config": true
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  "source": {
    "url": "https://github.com/apache/datafusion-ballista",
    "host": "github.com",
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      "key": "overall",
      "band": "good",
      "name": "Overall health",
      "note": null,
      "notes": [],
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      "inputs": {
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        "vitality": 93,
        "community": 73,
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        "engineering": 77
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      "components": []
    },
    "categories": [
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        "key": "vitality",
        "band": "excellent",
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        "value": 93,
        "weight": 0.22,
        "metrics": [
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            "key": "development_activity",
            "band": "excellent",
            "name": "Development activity",
            "note": null,
            "notes": [],
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            "inputs": {
              "commits_last_year": 535,
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                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
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                ],
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                "key": "commit_cadence",
                "name": "Commit cadence",
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                "max_points": 36
              },
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                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "535 commits in the last year",
                "points": 18,
                "status": "met",
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                "max_points": 18
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              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
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                "details": [],
                "max_points": 10
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            ]
          },
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            "key": "release_discipline",
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            "notes": [
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              },
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                "code": "weights_renormalized",
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            "value": 88,
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              "mean_days_between_releases": 14.7
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                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "45 version tags (no GitHub releases)",
                "points": 16.2,
                "status": "partial",
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                "key": "release_recency",
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                "key": "release_cadence",
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                "key": "openssf_scorecard_signed_releases",
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            "key": "abandonment",
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              "guards": [],
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                "points": 100,
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        "key": "community",
        "band": "good",
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        "weight": 0.18,
        "metrics": [
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            "key": "popularity",
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            "note": null,
            "notes": [],
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              "growth_state": "unverified",
              "growth_factor_pct": 100,
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            "components": [
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                "key": "stars",
                "name": "Stars",
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                "points": 53.9,
                "status": "partial",
                "details": [
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                    "code": "stars",
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                "max_points": 60
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                "key": "forks",
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                "points": 20.6,
                "status": "partial",
                "details": [
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                    "code": "forks",
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                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "44 watchers",
                "points": 9.1,
                "status": "partial",
                "details": [
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                    "code": "watchers",
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                      "count": 44
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                  }
                ],
                "max_points": 15
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            ]
          },
          {
            "key": "community_health",
            "band": "excellent",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 92,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": true,
              "has_pull_request_template": true
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            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (Apache-2.0)",
                "points": 22.5,
                "status": "met",
                "details": [
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                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "Apache-2.0"
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                "max_points": 22.5
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              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 13.5,
                "status": "met",
                "details": [],
                "max_points": 13.5
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              {
                "key": "issue_template",
                "name": "Issue template",
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                "points": 0,
                "status": "missed",
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              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 6.3,
                "status": "met",
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                "max_points": 6.3
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            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "at_risk",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
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              },
              {
                "code": "weights_renormalized",
                "params": {}
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            ],
            "value": 30,
            "inputs": {
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                "ballista-cli"
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              "dependents": null,
              "ecosystems": "crates, pypi",
              "total_downloads": 9462,
              "monthly_downloads": 58
            },
            "components": [
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                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "58 downloads/month across crates, pypi",
                "points": 23.6,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
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                      "ecosystems": "crates, pypi"
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                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
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                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
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                ],
                "max_points": 20
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            ]
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        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "excellent",
        "name": "Sustainability & Governance",
        "value": 88,
        "weight": 0.24,
        "metrics": [
          {
            "key": "maintainer_resilience",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "top_contributor_share": 0.129
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            "components": [
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                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "7 contributor(s) cover half of all commits",
                "points": 51.3,
                "status": "partial",
                "details": [
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                    "code": "bus_factor",
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                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 13% of commits",
                "points": 19.6,
                "status": "partial",
                "details": [
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                    "code": "top_contributor_share",
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                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "100 contributors",
                "points": 13.5,
                "status": "met",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 80 contributing companies or organizations",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": null,
            "notes": [],
            "value": 78,
            "inputs": {
              "merged_prs": 1054,
              "open_issues": 128,
              "closed_issues": 506,
              "issue_closed_ratio": 0.798,
              "closed_unmerged_prs": 362
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "80% of issues closed",
                "points": 37.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 80
                    }
                  }
                ],
                "max_points": 46.75
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "1054/1416 decided PRs merged",
                "points": 28.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 1054,
                      "decided": 1416
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 17/19 approved changesets -- score normalized to 8",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "good",
            "name": "Ownership & stewardship",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "followers": 23498,
              "owner_type": "Organization",
              "is_verified": null,
              "owner_login": "apache",
              "public_repos": 3146,
              "account_age_days": 6393
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "organization-owned",
                "points": 30,
                "status": "met",
                "details": [
                  {
                    "code": "owner_organization",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "23,498 followers of apache",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 23498,
                      "login": "apache"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "3146 public repos, account ~17 yr old",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 3146
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 17
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "ballista",
                "ballista-cli"
              ],
              "ecosystems": "crates, pypi",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "2 package(s) on crates, pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 2,
                      "ecosystems": "crates, pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "14 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 14
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 77,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "moderate",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "13 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 13
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "excellent",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "topics": [
                "arrow",
                "big-data",
                "dataframe",
                "olap",
                "python",
                "query-engine",
                "rust",
                "sql",
                "distributed"
              ],
              "has_wiki": false,
              "homepage": "https://datafusion.apache.org/ballista",
              "has_readme": true,
              "has_docs_dir": true,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://datafusion.apache.org/ballista",
                "points": 15,
                "status": "met",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "9 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 9
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "moderate",
        "name": "Security",
        "value": 67,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 66,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 6.6
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 17/19 approved changesets -- score normalized to 8",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 80 contributing companies or organizations",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 26 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 2.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 3.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "64 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 881 resolved dependencies against OSV; 63 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.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 881
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 63
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "osv",
              "advisories": 13,
              "affected_packages": 9,
              "assessed_packages": 881,
              "unassessed_packages": 63,
              "affected_by_severity": "high 3, moderate 1, unknown 5",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: pyo3 0.28.3 (high 7.5)",
                "points": 14,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "pyo3 0.28.3 (high 7.5)"
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 881,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 15
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 59,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "critical",
            "name": "Agent context & guidance",
            "note": "Excluded from scoring (no data or not applicable): Legible commit history. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "legible_commit_history"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 1,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": null,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": "Excluded from scoring (no data or not applicable): Demonstrated agent practice. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "demonstrated_agent_practice"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 79,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "Cargo.lock",
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": true,
              "bootstrap_files": [
                "docs/Makefile"
              ],
              "has_devcontainer": true,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": null,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "docs/Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "docs/Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Rust (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "devcontainer, Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "devcontainer, Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no data",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "dependency automation configured, none observed in the sampled commits",
                "points": 5,
                "status": "partial",
                "details": [
                  {
                    "code": "dependency_bot_config_only",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 5",
                "points": 5,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 98,
            "inputs": {
              "primary_language": "Rust",
              "largest_source_bytes": 123720,
              "source_files_sampled": 218,
              "oversized_source_files": 8
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Rust (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Rust"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "8/218 source files over 60KB",
                "points": 53,
                "status": "partial",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 218,
                      "oversized": 8
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "good",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 80,
            "inputs": {
              "example_dirs": [
                "examples",
                "notebooks"
              ],
              "has_mcp_signal": false,
              "api_schema_files": [
                "ballista/core/proto/ballista.proto",
                "ballista/core/proto/datafusion.proto",
                "ballista/core/proto/datafusion_common.proto",
                "ballista/scheduler/proto/keda.proto"
              ]
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": "ballista/core/proto/ballista.proto, ballista/core/proto/datafusion.proto, ballista/core/proto/datafusion_common.proto, ballista/scheduler/proto/keda.proto",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
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                    }
                  }
                ],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples, notebooks",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples, notebooks"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Could not fetch crates package 'pyballista' from its registry",
    "deps.dev does not index pypi:ballista@54.0.0; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T00:50:00.807492Z",
  "schema_version": "0.16.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/apache/datafusion-ballista.svg",
  "full_name": "apache/datafusion-ballista",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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 v1.13.0, schema v0.16.0 — full methodology · metrics wiki.

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

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