Software health reportschema 0.31.0 · metrics 2.10.0 · 2026-08-05 05:38 UTC

Canner / WrenAI

GenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns natural-language questions into trusted dashboards, charts, and SQL across 20+ data sources, such as BigQuery, Snowflake, PostgreSQL, ClickHouse, Amazon Redshift, Databricks and more.

Python · RustCustom license★ 16,814 stars⑂ 1,901 forkssince Mar 2024View on GitHub ↗

KindLibraryCommand-line toolhow this is determined

#bigquery #duckdb #llm #openai #postgresql #rag #text-to-sql #sql #agent #text2sql #sqlai #charts #anthropic #vertex #text-to-chart #context-engineering #genbi

Canner/WrenAI holds a health index of 96 out of 100, placing it in the Exceptional band. It scores highest on Vitality (98/100) and lowest on Security (69/100). It was last updated today. 3 contributors account for most of its recent work.

overall / 100

Exceptional

Software health index

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

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

Excellent80-92Strong across the board; minor gaps

Good65-79Healthy; gaps are limited and manageable

Moderate50-64Acceptable with notable gaps; review recommended

Weak35-49Material weaknesses across several areas

At Risk20-34Significant weaknesses; adoption warrants caution

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

Score profile

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

The weighted overall 84 is calibrated to 96 on the published index scale (record calibration 2026-08-02).

Ownership

CannerOrganization

256 followers11 public repossince Apr 2014

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	wrenai	0.13.2	-	13	7 days ago	analytics cli data-modeling database datafusion mdl python sdk semantic semantic-layer sql wren wrenai
crates.io	wren-core-base	0.3.0	64	3	16 days ago	manifest mdl semantic-layer sql wren database
PyPI	wren-core-py	0.7.3	-	11	7 days ago	sql semantic-layer data-modeling analytics wren wrenai datafusion
npm	@wrenai/wren-core-wasm	0.4.1	338	7	81 days ago	wasm datafusion sql semantic-layer parquet analytics browser
PyPI	wren-pydantic	0.2.1	461	2	7 days ago	agent ai-agent analytics context-layer data-modeling mdl pydantic pydantic-ai semantic sql wren wrenai
PyPI	wren-langchain	0.2.1	-	3	7 days ago	agent ai-agent analytics context-layer data-modeling langchain langgraph mdl semantic sql wren wrenai

Metrics by category

Vitality

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

98Exceptional · 21% of overall

Development activity

96Exceptional

How it's scored

36/36	Push recency — last push 0 days ago
32.5/36	Commit cadence — 47/52 weeks with commits
18/18	Commit volume — 479 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	479
human_commit_share	0.88
days_since_last_push	0
active_weeks_last_year	47

Release discipline

100Exceptional

How it's scored

27/27	Ships releases — 100 releases published
36/36	Release recency — latest release 7 days ago
27/27	Release cadence — a release every ~1.8 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	100
latest_release_tag	wren-pydantic-v0.2.1
releases_from_tags	no
days_since_latest_release	7
mean_days_between_releases	1.8

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?

81Excellent · 17% of overall

Popularity & adoption

96Exceptional

How it's scored

60/60	Stars — 16,814 stars
25/25	Forks — 1,901 forks
11.1/15	Watchers — 100 watchers

Inputs used

forks	1,901
stars	16,814
watchers	100
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

86Excellent

How it's scored

22.5/22.5	README
16.9/22.5	License — license file present, not a recognized license
18/18	CONTRIBUTING guide
13.5/13.5	Code of conduct
0/7.2	Issue template
6.3/6.3	PR template

Inputs used

has_readme	yes
has_license	yes
readme_badges	8
has_contributing	yes
has_issue_template	no
has_code_of_conduct	yes
readme_badge_services	shields.io
has_pull_request_template	yes

Ecosystem adoption (downloads)

49Weak

How it's scored

39.2/80	Monthly downloads — 863 downloads/month across crates, npm, pypi
0/20	Registry dependents — not reported by this ecosystem

Inputs used

packages	wrenai, wren-core-base, wren-core-py, @wrenai/wren-core-wasm, wren-pydantic, wren-langchain
dependents	—
ecosystems	crates, npm, pypi
total_downloads	193
monthly_downloads	863
unverified_packages_excluded	—

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

Sustainability & Governance

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

83Excellent · 23% of overall

Maintainer resilience (bus factor)

77Good

How it's scored

36/54	Bus factor — 3 contributor(s) cover half of all commits
17.3/22.5	Commit distribution — top contributor authored 23% of commits
13.5/13.5	Contributor breadth — 71 contributors
10/10	OpenSSF Scorecard: Contributors — project has 14 contributing companies or organizations

Inputs used

bus_factor	3
contributors_sampled	71
top_contributor_share	0.233

Issue & PR responsiveness

74Good

How it's scored

21.4/42	Issue resolution — 51% of issues closed
24.4/30	PR acceptance — 1,536/1,886 decided PRs merged
13/13	Newcomer PR acceptance — 5/5 first-time contributors' PRs merged in 30d
15/15	OpenSSF Scorecard: Code-Review — all changesets reviewed

Inputs used

merged_prs	1,536
open_issues	276
closed_issues	287
prs_merged_7d	10
prs_decided_7d	18
prs_merged_30d	21
prs_decided_30d	54
issue_closed_ratio	0.51
closed_unmerged_prs	350
first_time_authors_30d	4
first_time_prs_merged_30d	5
first_time_prs_decided_30d	5

Ownership & stewardship

84Excellent

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain — verified-domain status not read for this organization
17.3/25	Owner reach — 256 followers of Canner
19.9/25	Track record — 11 public repos, account ~12 yr old

Inputs used

followers	256
owner_type	Organization
is_verified	—
owner_login	Canner
public_repos	11
account_age_days	4,499

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

Package maintenance

100Exceptional

How it's scored

25/25	Published & resolvable — 6 package(s) on crates, npm, pypi
35/35	Publish recency — latest publish 7 days ago
20/20	Version history — 13 published versions
20/20	Not deprecated — active, not deprecated or yanked

Inputs used

packages	wrenai, wren-core-base, wren-core-py, @wrenai/wren-core-wasm, wren-pydantic, wren-langchain
ecosystems	crates, npm, pypi
any_deprecated	no
min_days_since_publish	7

Engineering Quality

Are baseline engineering and documentation practices in place?

84Excellent · 19% of overall

Engineering practices

74Good

How it's scored

24/24	CI workflows — 21 workflow(s)
24/24	Tests present
0/16	Linter config
0/9.6	Pre-commit hooks
6.4/6.4	.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	yes
has_linter_config	no
has_precommit_config	no

Documentation

100Exceptional

How it's scored

30/30	README
25/25	Documentation directory
15/15	Documentation / homepage site — https://www.getwren.ai/en/open-core
10/10	Repository description
10/10	Topics — 17 topics
10/10	Wiki

Inputs used

topics	bigquery, duckdb, llm, openai, postgresql, rag, text-to-sql, sql, agent, text2sql, sqlai, charts, anthropic, vertex, text-to-chart, context-engineering, genbi
has_wiki	yes
homepage	https://www.getwren.ai/en/open-core
docs_site	https://www.getwren.ai/en/open-core
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?

69Good · 16% of overall

Security posture

61Moderate

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
3.8/7.5	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
7.5/7.5	Code-Review — all changesets reviewed
2.5/2.5	Contributors — project has 14 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
2.2/2.5	License — license file detected
7.5/7.5	Maintained — 30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
0/5	Packaging — no data
0/5	Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5	SAST — SAST tool is not run on all commits -- score normalized to 0
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 — 13 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	16
scorecard_version	v5.5.0
checks_inconclusive	2
scorecard_aggregate	6.1

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

Dependency advisories

100Exceptional

How it's scored

35/35	Direct dependencies free of known advisories — no direct dependency carries a known advisory
25/25	Indirect dependencies free of known advisories — no indirect dependency carries a known advisory
0/40	No advisories left outstanding — no advisory carries a publication date

Inputs used

source	osv
advisories	0
affected_packages	0
assessed_packages	40
unassessed_packages	0
affected_by_severity	none
direct_affected_packages	0

Excluded from scoring (no data or not applicable): No advisories left outstanding. Remaining weights renormalized. Matched the pypi:wrenai@0.13.2 runtime dependency closure — what installing the published package pulls in — 40 packages. Reachability is not analyzed.

AI Readiness

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

83Excellent · 4% of overall

Agent context & guidance

85Excellent

How it's scored

45/45	Agent instructions — .claude/CLAUDE.md, AGENTS.md, core/wren-core-base/.claude/CLAUDE.md, core/wren-core-base/AGENTS.md, core/wren-core-py/.claude/CLAUDE.md, core/wren-core-py/AGENTS.md, core/wren-core-wasm/.claude/CLAUDE.md, core/wren-core/.claude/CLAUDE.md, core/wren-core/AGENTS.md, core/wren/.claude/CLAUDE.md
0/15	Machine-readable docs (llms.txt)
40/40	Legible commit history — 88 of 88 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	1
agent_instruction_files	.claude/CLAUDE.md, AGENTS.md, core/wren-core-base/.claude/CLAUDE.md, core/wren-core-base/AGENTS.md, core/wren-core-py/.claude/CLAUDE.md, core/wren-core-py/AGENTS.md, core/wren-core-wasm/.claude/CLAUDE.md, core/wren-core/.claude/CLAUDE.md, core/wren-core/AGENTS.md, core/wren/.claude/CLAUDE.md
agent_instruction_max_bytes	8,727

Verify loop (build / test / typecheck)

76Good

How it's scored

18/18	One-command bootstrap — core/wren-core-py/justfile, core/wren-core-wasm/justfile, core/wren/justfile
22/22	Automated tests
0/11	Lint / format config
11/11	Static type checking — core/wren-core-wasm/sdk/tsconfig.json
10/10	Reproducible environment — lockfile
10/10	Demonstrated agent practice — 15 of the last 100 commits agent-authored or agent-credited
5/8	Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10	OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0

Inputs used

has_nix	no
has_tests	yes
lockfiles	Cargo.lock, uv.lock
has_dockerfile	no
typed_language	no
bootstrap_files	core/wren-core-py/justfile, core/wren-core-wasm/justfile, core/wren/justfile
has_devcontainer	no
has_linter_config	no
typecheck_configs	core/wren-core-wasm/sdk/tsconfig.json
agent_commit_share	0.15
toolchain_manifests	core/wren-core-base/Cargo.toml, core/wren-core-base/manifest-macro/Cargo.toml, core/wren-core-py/Cargo.toml, core/wren-core-wasm/Cargo.toml, core/wren-core/Cargo.toml, core/wren-core/benchmarks/Cargo.toml, core/wren-core/core/Cargo.toml, core/wren-core/sqllogictest/Cargo.toml, core/wren-core/wren-example/Cargo.toml
dependency_bot_commit_share	0

Code legibility for models

82Excellent

How it's scored

27/45	Type-checkable code — Python with type-check config (core/wren-core-wasm/sdk/tsconfig.json)
54.8/55	Manageable file sizes — 1/327 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	247,864
source_files_sampled	327
oversized_source_files	1

Machine-readable interfaces

100Exceptional

How it's scored

0/40	API schema (OpenAPI/GraphQL/proto) — not applicable to this kind of software
20/20	MCP server
40/40	Runnable examples — examples

Inputs used

example_dirs	examples
has_mcp_signal	yes
api_schema_files	—
interfaces_expected_of	—

Excluded from scoring (no data or not applicable): API schema (OpenAPI/GraphQL/proto). Remaining weights renormalized.

Key facts

16,814GitHub stars

71contributors

479commits, last 12 months

0days since last push

100releases

3bus factor

276open issues

—package ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch crates package 'wren-core-py' from its registry
Could not fetch crates package 'wren-core-wasm' from its registry

More detail

Star and fork history 0 ★ / 1,901 ⇿

0Stars

1,901Forks

50Releases

When each star and fork was added, collected from GitHub and bucketed by day. Cumulative growth sits directly above the daily additions it is made of, so the two read against each other: steady organic accretion looks nothing like an abrupt, short-lived burst. Where that difference is measurable, it is reported as growth authenticity.

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

Major 0Minor 4Patch 1

OpenSSF Scorecard 6.1 / 10

6.1aggregate

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 · 2026-08-05 05:37 UTC

10	Binary-Artifacts	no binaries found in the repo
5	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
10	Code-Review	all changesets reviewed
10	Contributors	project has 14 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
9	License	license file detected
10	Maintained	30 commit(s) and 17 issue activity found in the last 90 days -- score normalized to 10
n/a	Packaging	packaging workflow not detected
0	Pinned-Dependencies	dependency not pinned by hash detected -- score normalized to 0
0	SAST	SAST tool is not run on all commits -- score normalized to 0
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	13 existing vulnerabilities detected

Direct dependencies 65

Registry	Package	Version constraint	Manifest
crates.io	pyo3	`0.29.0`	core/wren-core-base/Cargo.toml
crates.io	serde	`1.0.201`	core/wren-core-base/Cargo.toml
crates.io	wren-manifest-macro	`0.3.0`	core/wren-core-base/Cargo.toml
crates.io	serde_json	`1.0.117`	core/wren-core-base/Cargo.toml
crates.io	serde_with	`3.11.0`	core/wren-core-base/Cargo.toml
crates.io	sqlparser	`0.58.0`	core/wren-core-base/Cargo.toml
crates.io	pyo3	`0.29.0`	core/wren-core-py/Cargo.toml
crates.io	wren-core	`—`	core/wren-core-py/Cargo.toml
crates.io	wren-core-base	`—`	core/wren-core-py/Cargo.toml
crates.io	datafusion-common	`53.0.0`	core/wren-core-py/Cargo.toml
crates.io	base64	`0.22.1`	core/wren-core-py/Cargo.toml
crates.io	futures	`0.3.31`	core/wren-core-py/Cargo.toml
crates.io	serde_json	`1.0.117`	core/wren-core-py/Cargo.toml
crates.io	thiserror	`2.0.3`	core/wren-core-py/Cargo.toml
crates.io	csv	`1.3.0`	core/wren-core-py/Cargo.toml
crates.io	serde	`1.0.210`	core/wren-core-py/Cargo.toml
crates.io	env_logger	`0.11.5`	core/wren-core-py/Cargo.toml
crates.io	log	`0.4.22`	core/wren-core-py/Cargo.toml
crates.io	tokio	`1.46.0`	core/wren-core-py/Cargo.toml
crates.io	datafusion	`53`	core/wren-core-wasm/Cargo.toml
crates.io	object_store	`0.13.1`	core/wren-core-wasm/Cargo.toml
crates.io	arrow	`58.1`	core/wren-core-wasm/Cargo.toml
crates.io	parquet	`58.1`	core/wren-core-wasm/Cargo.toml
crates.io	wasm-bindgen	`0.2`	core/wren-core-wasm/Cargo.toml
crates.io	wasm-bindgen-futures	`0.4`	core/wren-core-wasm/Cargo.toml
crates.io	js-sys	`0.3`	core/wren-core-wasm/Cargo.toml
crates.io	web-sys	`0.3`	core/wren-core-wasm/Cargo.toml
crates.io	console_error_panic_hook	`0.1`	core/wren-core-wasm/Cargo.toml
crates.io	tokio	`1`	core/wren-core-wasm/Cargo.toml
crates.io	wren-core	`—`	core/wren-core-wasm/Cargo.toml
crates.io	wren-core-base	`—`	core/wren-core-wasm/Cargo.toml
crates.io	bytes	`1`	core/wren-core-wasm/Cargo.toml
crates.io	serde	`1`	core/wren-core-wasm/Cargo.toml
crates.io	serde_json	`1`	core/wren-core-wasm/Cargo.toml
crates.io	chrono	`0.4`	core/wren-core-wasm/Cargo.toml
crates.io	url	`2`	core/wren-core-wasm/Cargo.toml
crates.io	log	`0.4`	core/wren-core-wasm/Cargo.toml
PyPI	wren-core-py	`>=0.7.3`	core/wren/pyproject.toml
PyPI	duckdb	`>=1.5.0`	core/wren/pyproject.toml
PyPI	sqlglot	`>=29`	core/wren/pyproject.toml
PyPI	typer	`>=0.12`	core/wren/pyproject.toml
PyPI	pydantic	`>=2`	core/wren/pyproject.toml
PyPI	pyarrow	`>=14`	core/wren/pyproject.toml
PyPI	pyarrow-hotfix	`>=0.6`	core/wren/pyproject.toml
PyPI	loguru	`>=0.7`	core/wren/pyproject.toml
PyPI	opendal	`>=0.45`	core/wren/pyproject.toml
PyPI	pandas	`>=2`	core/wren/pyproject.toml
PyPI	boto3	`>=1.26`	core/wren/pyproject.toml
PyPI	pyyaml	`>=6.0`	core/wren/pyproject.toml
PyPI	python-dotenv	`>=1.0`	core/wren/pyproject.toml
PyPI	requests	`>=2.33.0`	core/wren/pyproject.toml
PyPI	pyasn1	`>=0.6.3`	core/wren/pyproject.toml
PyPI	pyopenssl	`>=26.0.0`	core/wren/pyproject.toml
PyPI	urllib3	`>=2.7.0`	core/wren/pyproject.toml
PyPI	lxml	`>=6.1.0`	core/wren/pyproject.toml
PyPI	cryptography	`>=48.0.1`	core/wren/pyproject.toml
PyPI	pygments	`>=2.20.0`	core/wren/pyproject.toml
PyPI	wrenai	`>=0.13.1`	sdk/wren-langchain/pyproject.toml
PyPI	langchain	`>=1.0`	sdk/wren-langchain/pyproject.toml
PyPI	langchain-core	`>=0.3`	sdk/wren-langchain/pyproject.toml
PyPI	langgraph	`>=1.0`	sdk/wren-langchain/pyproject.toml
PyPI	pydantic	`>=2`	sdk/wren-langchain/pyproject.toml
PyPI	wrenai	`>=0.13.1`	sdk/wren-pydantic/pyproject.toml
PyPI	pydantic-ai	`>=1.0,<2.0`	sdk/wren-pydantic/pyproject.toml
PyPI	pydantic	`>=2`	sdk/wren-pydantic/pyproject.toml

All dependencies 833

Full resolved dependency set from the GitHub dependency graph: 73 direct and 760 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
crates.io	arrow	`58.1.0`	direct
crates.io	base64	`0.22.1`	direct
crates.io	bytes	`1.11.1`	direct
crates.io	chrono	`0.4.44`	direct
crates.io	console_error_panic_hook	`0.1.7`	direct
crates.io	csv	`—`	direct
crates.io	csv	`1.4.0`	direct
crates.io	datafusion	`53.0.0`	direct
crates.io	datafusion-common	`53.0.0`	direct
crates.io	env_logger	`—`	direct
crates.io	env_logger	`0.11.10`	direct
crates.io	futures	`—`	direct
crates.io	futures	`0.3.32`	direct
crates.io	js-sys	`0.3.95`	direct
crates.io	log	`—`	direct
crates.io	log	`0.4.29`	direct
crates.io	object_store	`—`	direct
crates.io	object_store	`0.13.2`	direct
crates.io	parquet	`58.1.0`	direct
crates.io	pyo3	`—`	direct
crates.io	pyo3	`0.29.0`	direct
crates.io	serde	`—`	direct
crates.io	serde	`1.0.228`	direct
crates.io	serde_json	`—`	direct
crates.io	serde_json	`1.0.149`	direct
crates.io	serde_with	`—`	direct
crates.io	serde_with	`3.21.0`	direct
crates.io	sqlparser	`—`	direct
crates.io	sqlparser	`0.58.0`	direct
crates.io	sqlparser	`0.61.0`	direct
crates.io	thiserror	`—`	direct
crates.io	thiserror	`2.0.18`	direct
crates.io	tokio	`1.51.1`	direct
crates.io	url	`2.5.8`	direct
crates.io	wasm-bindgen	`0.2.118`	direct
crates.io	wasm-bindgen-futures	`0.4.68`	direct
crates.io	web-sys	`0.3.95`	direct
crates.io	wren-manifest-macro	`—`	direct
PyPI	boto3	`1.40.72`	direct
PyPI	boto3	`1.42.68`	direct
PyPI	cryptography	`49.0.0`	direct
PyPI	duckdb	`1.5.0`	direct
PyPI	langchain	`—`	direct
PyPI	langchain-core	`—`	direct
PyPI	langgraph	`—`	direct
PyPI	loguru	`0.7.3`	direct
PyPI	lxml	`6.1.1`	direct
PyPI	opendal	`0.46.0`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	pyarrow	`21.0.0`	direct
PyPI	pyarrow	`23.0.1`	direct
PyPI	pyarrow	`25.0.0`	direct
PyPI	pyarrow-hotfix	`0.7`	direct
PyPI	pyasn1	`0.6.2`	direct
PyPI	pyasn1	`0.6.3`	direct
PyPI	pydantic	`—`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic-ai	`—`	direct
PyPI	pygments	`2.19.2`	direct
PyPI	pygments	`2.20.0`	direct
PyPI	pyopenssl	`26.3.0`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	requests	`2.32.5`	direct
PyPI	requests	`2.33.0`	direct
PyPI	sqlglot	`29.0.1`	direct
PyPI	typer	`0.20.0`	direct
PyPI	typer	`0.24.1`	direct
PyPI	urllib3	`2.6.3`	direct
PyPI	urllib3	`2.7.0`	direct
PyPI	wren-core-py	`0.7.3`	direct
PyPI	wrenai	`—`	direct
PyPI	wrenai	`0.13.2`	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	allocator-api2	`0.2.21`	indirect
crates.io	android_system_properties	`0.1.5`	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	ar_archive_writer	`0.5.1`	indirect
crates.io	arrayref	`0.3.9`	indirect
crates.io	arrayvec	`0.7.6`	indirect
crates.io	arrow-arith	`58.1.0`	indirect
crates.io	arrow-array	`58.1.0`	indirect
crates.io	arrow-buffer	`58.1.0`	indirect
crates.io	arrow-cast	`58.1.0`	indirect
crates.io	arrow-csv	`58.1.0`	indirect
crates.io	arrow-data	`58.1.0`	indirect
crates.io	arrow-ipc	`58.1.0`	indirect
crates.io	arrow-json	`58.1.0`	indirect
crates.io	arrow-ord	`58.1.0`	indirect
crates.io	arrow-row	`58.1.0`	indirect
crates.io	arrow-schema	`58.1.0`	indirect
crates.io	arrow-select	`58.1.0`	indirect
crates.io	arrow-string	`58.1.0`	indirect
crates.io	async-trait	`—`	indirect
crates.io	async-trait	`0.1.89`	indirect
crates.io	atoi	`2.0.0`	indirect
crates.io	atomic-waker	`1.1.2`	indirect
crates.io	autocfg	`1.5.0`	indirect
crates.io	bigdecimal	`—`	indirect
crates.io	bigdecimal	`0.4.10`	indirect
crates.io	bitflags	`2.11.0`	indirect
crates.io	blake2	`0.10.6`	indirect
crates.io	blake3	`1.8.4`	indirect
crates.io	block-buffer	`0.10.4`	indirect
crates.io	brotli	`8.0.2`	indirect
crates.io	brotli-decompressor	`5.0.0`	indirect
crates.io	bs58	`0.5.1`	indirect
crates.io	bumpalo	`3.20.2`	indirect
crates.io	byteorder	`1.5.0`	indirect
crates.io	cast	`0.3.0`	indirect
crates.io	cc	`1.2.60`	indirect
crates.io	cfg-if	`1.0.4`	indirect
crates.io	cfg_aliases	`0.2.1`	indirect
crates.io	chacha20	`0.10.0`	indirect
crates.io	chrono-tz	`0.10.4`	indirect
crates.io	clap	`—`	indirect
crates.io	colorchoice	`1.0.5`	indirect
crates.io	comfy-table	`7.2.2`	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	core-foundation	`0.10.1`	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	crossbeam-utils	`0.8.21`	indirect
crates.io	crunchy	`0.2.4`	indirect
crates.io	crypto-common	`0.1.7`	indirect
crates.io	csv-core	`0.1.13`	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	`6.1.0`	indirect
crates.io	datafusion-catalog	`53.0.0`	indirect
crates.io	datafusion-catalog-listing	`53.0.0`	indirect
crates.io	datafusion-common-runtime	`53.0.0`	indirect
crates.io	datafusion-datasource	`53.0.0`	indirect
crates.io	datafusion-datasource-arrow	`53.0.0`	indirect
crates.io	datafusion-datasource-csv	`53.0.0`	indirect
crates.io	datafusion-datasource-json	`53.0.0`	indirect
crates.io	datafusion-datasource-parquet	`53.0.0`	indirect
crates.io	datafusion-doc	`53.0.0`	indirect
crates.io	datafusion-execution	`53.0.0`	indirect
crates.io	datafusion-expr	`53.0.0`	indirect
crates.io	datafusion-expr-common	`53.0.0`	indirect
crates.io	datafusion-functions	`53.0.0`	indirect
crates.io	datafusion-functions-aggregate	`53.0.0`	indirect
crates.io	datafusion-functions-aggregate-common	`53.0.0`	indirect
crates.io	datafusion-functions-nested	`53.0.0`	indirect
crates.io	datafusion-functions-table	`53.0.0`	indirect
crates.io	datafusion-functions-window	`53.0.0`	indirect
crates.io	datafusion-functions-window-common	`53.0.0`	indirect
crates.io	datafusion-macros	`53.0.0`	indirect
crates.io	datafusion-optimizer	`53.0.0`	indirect
crates.io	datafusion-physical-expr	`53.0.0`	indirect
crates.io	datafusion-physical-expr-adapter	`53.0.0`	indirect
crates.io	datafusion-physical-expr-common	`53.0.0`	indirect
crates.io	datafusion-physical-optimizer	`53.0.0`	indirect
crates.io	datafusion-physical-plan	`53.0.0`	indirect
crates.io	datafusion-pruning	`53.0.0`	indirect
crates.io	datafusion-session	`53.0.0`	indirect
crates.io	datafusion-sql	`53.0.0`	indirect
crates.io	deranged	`0.5.8`	indirect
crates.io	digest	`0.10.7`	indirect
crates.io	displaydoc	`0.2.5`	indirect
crates.io	dyn-clone	`1.0.20`	indirect
crates.io	either	`1.15.0`	indirect
crates.io	env_filter	`1.0.1`	indirect
crates.io	equivalent	`1.0.2`	indirect
crates.io	errno	`0.3.14`	indirect
crates.io	fastrand	`2.4.1`	indirect
crates.io	find-msvc-tools	`0.1.9`	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	futures-channel	`0.3.32`	indirect
crates.io	futures-core	`0.3.32`	indirect
crates.io	futures-executor	`0.3.32`	indirect
crates.io	futures-io	`0.3.32`	indirect
crates.io	futures-macro	`0.3.32`	indirect
crates.io	futures-sink	`0.3.32`	indirect
crates.io	futures-task	`0.3.32`	indirect
crates.io	futures-timer	`3.0.3`	indirect
crates.io	futures-util	`0.3.32`	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	glob	`0.3.3`	indirect
crates.io	h2	`0.4.13`	indirect
crates.io	half	`—`	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	`0.17.0`	indirect
crates.io	heck	`0.5.0`	indirect
crates.io	hex	`0.4.3`	indirect
crates.io	http	`1.4.0`	indirect
crates.io	http-body	`1.0.1`	indirect
crates.io	http-body-util	`0.1.3`	indirect
crates.io	httparse	`1.10.1`	indirect
crates.io	humantime	`2.3.0`	indirect
crates.io	hyper	`1.9.0`	indirect
crates.io	hyper-rustls	`0.27.8`	indirect
crates.io	hyper-util	`0.1.20`	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	`1.2.1`	indirect
crates.io	indexmap	`1.9.3`	indirect
crates.io	indexmap	`2.14.0`	indirect
crates.io	integer-encoding	`3.0.4`	indirect
crates.io	ipnet	`2.12.0`	indirect
crates.io	iri-string	`0.7.12`	indirect
crates.io	is_terminal_polyfill	`1.70.2`	indirect
crates.io	itertools	`—`	indirect
crates.io	itertools	`0.14.0`	indirect
crates.io	itoa	`1.0.18`	indirect
crates.io	jiff	`0.2.23`	indirect
crates.io	jiff-static	`0.2.23`	indirect
crates.io	jobserver	`0.1.34`	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	libc	`0.2.184`	indirect
crates.io	libc	`0.2.185`	indirect
crates.io	libm	`0.2.16`	indirect
crates.io	linux-raw-sys	`0.12.1`	indirect
crates.io	litemap	`0.8.2`	indirect
crates.io	lock_api	`0.4.14`	indirect
crates.io	lru-slab	`0.1.2`	indirect
crates.io	lz4_flex	`0.13.0`	indirect
crates.io	md-5	`0.10.6`	indirect
crates.io	memchr	`2.8.0`	indirect
crates.io	minicov	`0.3.8`	indirect
crates.io	miniz_oxide	`0.8.9`	indirect
crates.io	mio	`1.2.0`	indirect
crates.io	nu-ansi-term	`0.50.3`	indirect
crates.io	num-bigint	`0.4.6`	indirect
crates.io	num-complex	`0.4.6`	indirect
crates.io	num-conv	`0.2.1`	indirect
crates.io	num-integer	`0.1.46`	indirect
crates.io	num-traits	`0.2.19`	indirect
crates.io	num_cpus	`—`	indirect
crates.io	object	`0.37.3`	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	ordered-float	`2.10.1`	indirect
crates.io	parking_lot	`—`	indirect
crates.io	parking_lot	`0.12.5`	indirect
crates.io	parking_lot_core	`0.9.12`	indirect
crates.io	paste	`1.0.15`	indirect
crates.io	percent-encoding	`2.3.2`	indirect
crates.io	petgraph	`—`	indirect
crates.io	petgraph	`0.8.3`	indirect
crates.io	phf	`0.12.1`	indirect
crates.io	phf_shared	`0.12.1`	indirect
crates.io	pin-project-lite	`0.2.17`	indirect
crates.io	pkg-config	`0.3.33`	indirect
crates.io	portable-atomic	`1.13.1`	indirect
crates.io	portable-atomic-util	`0.2.6`	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-macro2	`1.0.106`	indirect
crates.io	psm	`0.1.30`	indirect
crates.io	pyo3-build-config	`0.29.0`	indirect
crates.io	pyo3-ffi	`0.29.0`	indirect
crates.io	pyo3-macros	`0.29.0`	indirect
crates.io	pyo3-macros-backend	`0.29.0`	indirect
crates.io	quick-xml	`0.39.2`	indirect
crates.io	quinn	`0.11.9`	indirect
crates.io	quinn-proto	`0.11.14`	indirect
crates.io	quinn-udp	`0.5.14`	indirect
crates.io	quote	`—`	indirect
crates.io	quote	`1.0.45`	indirect
crates.io	r-efi	`5.3.0`	indirect
crates.io	r-efi	`6.0.0`	indirect
crates.io	rand	`0.10.1`	indirect
crates.io	rand	`0.9.3`	indirect
crates.io	rand	`0.9.4`	indirect
crates.io	rand_chacha	`0.9.0`	indirect
crates.io	rand_core	`0.10.1`	indirect
crates.io	rand_core	`0.9.5`	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	ref-cast	`1.0.25`	indirect
crates.io	ref-cast-impl	`1.0.25`	indirect
crates.io	regex	`—`	indirect
crates.io	regex	`1.12.3`	indirect
crates.io	regex-automata	`0.4.14`	indirect
crates.io	regex-syntax	`0.8.10`	indirect
crates.io	relative-path	`1.9.3`	indirect
crates.io	reqwest	`0.12.28`	indirect
crates.io	ring	`0.17.14`	indirect
crates.io	rstest	`0.23.0`	indirect
crates.io	rstest_macros	`0.23.0`	indirect
crates.io	rust_decimal	`—`	indirect
crates.io	rustc-hash	`2.1.2`	indirect
crates.io	rustc_version	`0.4.1`	indirect
crates.io	rustix	`1.1.4`	indirect
crates.io	rustls	`0.23.38`	indirect
crates.io	rustls-native-certs	`0.8.3`	indirect
crates.io	rustls-pki-types	`1.14.0`	indirect
crates.io	rustls-webpki	`0.103.13`	indirect
crates.io	rustversion	`1.0.22`	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	`0.9.0`	indirect
crates.io	schemars	`1.2.1`	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	`1.0.228`	indirect
crates.io	serde_derive	`1.0.228`	indirect
crates.io	serde_urlencoded	`0.7.1`	indirect
crates.io	serde_with_macros	`3.21.0`	indirect
crates.io	sha2	`0.10.9`	indirect
crates.io	shlex	`1.3.0`	indirect
crates.io	simd-adler32	`0.3.9`	indirect
crates.io	simdutf8	`0.1.5`	indirect
crates.io	siphasher	`1.0.2`	indirect
crates.io	slab	`0.4.12`	indirect
crates.io	smallvec	`1.15.1`	indirect
crates.io	snap	`1.1.1`	indirect
crates.io	socket2	`0.6.3`	indirect
crates.io	sqllogictest	`—`	indirect
crates.io	sqlparser_derive	`0.3.0`	indirect
crates.io	sqlparser_derive	`0.5.0`	indirect
crates.io	stable_deref_trait	`1.2.1`	indirect
crates.io	stacker	`0.1.23`	indirect
crates.io	strsim	`0.11.1`	indirect
crates.io	structopt	`—`	indirect
crates.io	subtle	`2.6.1`	indirect
crates.io	syn	`—`	indirect
crates.io	syn	`2.0.117`	indirect
crates.io	sync_wrapper	`1.0.2`	indirect
crates.io	synstructure	`0.13.2`	indirect
crates.io	target-lexicon	`0.13.5`	indirect
crates.io	tempfile	`—`	indirect
crates.io	tempfile	`3.27.0`	indirect
crates.io	thiserror-impl	`2.0.18`	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	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-rustls	`0.26.4`	indirect
crates.io	tokio-stream	`0.1.18`	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	`0.25.11+spec-1.1.0`	indirect
crates.io	toml_parser	`1.1.2+spec-1.1.0`	indirect
crates.io	tower	`0.5.3`	indirect
crates.io	tower-http	`0.6.8`	indirect
crates.io	tower-layer	`0.3.3`	indirect
crates.io	tower-service	`0.3.3`	indirect
crates.io	tracing	`0.1.44`	indirect
crates.io	tracing-attributes	`0.1.31`	indirect
crates.io	tracing-core	`0.1.36`	indirect
crates.io	try-lock	`0.2.5`	indirect
crates.io	twox-hash	`2.1.2`	indirect
crates.io	typenum	`1.19.0`	indirect
crates.io	unicode-ident	`1.0.24`	indirect
crates.io	unicode-segmentation	`1.13.2`	indirect
crates.io	unicode-width	`0.2.2`	indirect
crates.io	unicode-xid	`0.2.6`	indirect
crates.io	untrusted	`0.9.0`	indirect
crates.io	utf8_iter	`1.0.4`	indirect
crates.io	utf8parse	`0.2.2`	indirect
crates.io	uuid	`1.23.0`	indirect
crates.io	version_check	`0.9.5`	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	`1.0.2+wasi-0.2.9`	indirect
crates.io	wasip3	`0.4.0+wasi-0.3.0-rc-2026-01-06`	indirect
crates.io	wasm-bindgen-macro	`0.2.118`	indirect
crates.io	wasm-bindgen-macro-support	`0.2.118`	indirect
crates.io	wasm-bindgen-shared	`0.2.118`	indirect
crates.io	wasm-bindgen-test	`0.3.68`	indirect
crates.io	wasm-bindgen-test-macro	`0.3.68`	indirect
crates.io	wasm-bindgen-test-shared	`0.2.118`	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	winapi-util	`0.1.11`	indirect
crates.io	windows-core	`0.62.2`	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-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_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	`1.0.1`	indirect
crates.io	wit-bindgen	`0.51.0`	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	yoke	`0.8.2`	indirect
crates.io	yoke-derive	`0.8.2`	indirect
crates.io	zerocopy	`0.8.48`	indirect
crates.io	zerocopy-derive	`0.8.48`	indirect
crates.io	zerofrom	`0.1.7`	indirect
crates.io	zerofrom-derive	`0.1.7`	indirect
crates.io	zeroize	`1.8.2`	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	zmij	`1.0.21`	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
npm	typescript	`^5.0.0`	indirect
PyPI	aiodns	`3.5.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohttp	`3.13.4`	indirect
PyPI	aioresponses	`0.7.8`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	alembic	`1.17.1`	indirect
PyPI	altair	`5.5.0`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	anyio	`4.11.0`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	appnope	`0.1.4`	indirect
PyPI	asn1crypto	`1.5.1`	indirect
PyPI	asttokens	`3.0.0`	indirect
PyPI	asyncer	`0.0.8`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	backoff	`2.2.1`	indirect
PyPI	backports-zstd	`1.0.0`	indirect
PyPI	beautifulsoup4	`4.14.2`	indirect
PyPI	beautifulsoup4	`4.14.3`	indirect
PyPI	bidict	`0.23.1`	indirect
PyPI	blinker	`1.9.0`	indirect
PyPI	botocore	`1.40.72`	indirect
PyPI	botocore	`1.42.68`	indirect
PyPI	brotli	`1.2.0`	indirect
PyPI	brotlicffi	`1.2.0.0`	indirect
PyPI	cachetools	`5.5.2`	indirect
PyPI	certifi	`2025.11.12`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	charset-normalizer	`3.4.6`	indirect
PyPI	click	`8.1.8`	indirect
PyPI	click	`8.3.1`	indirect
PyPI	clickhouse-connect	`0.14.1`	indirect
PyPI	cloudpickle	`3.1.2`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	colorlog	`6.10.1`	indirect
PyPI	comm	`0.2.3`	indirect
PyPI	configargparse	`1.7.1`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	coverage	`7.11.3`	indirect
PyPI	cuda-bindings	`13.2.0`	indirect
PyPI	cuda-pathfinder	`1.5.0`	indirect
PyPI	cuda-toolkit	`13.0.2`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	databricks-sdk	`0.99.0`	indirect
PyPI	databricks-sql-connector	`4.2.5`	indirect
PyPI	debugpy	`1.8.17`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	deepeval	`3.8.8`	indirect
PyPI	deprecation	`2.1.0`	indirect
PyPI	diskcache	`5.6.3`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	distro	`1.9.0`	indirect
PyPI	docker	`7.1.0`	indirect
PyPI	dspy	`3.0.4`	indirect
PyPI	dspy-ai	`2.6.27`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	execnet	`2.1.2`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	extra-streamlit-components	`0.1.81`	indirect
PyPI	fastapi	`0.121.1`	indirect
PyPI	fastjsonschema	`2.21.2`	indirect
PyPI	fastuuid	`0.14.0`	indirect
PyPI	filelock	`3.20.3`	indirect
PyPI	filelock	`3.25.2`	indirect
PyPI	flask	`3.1.2`	indirect
PyPI	flask-cors	`6.0.1`	indirect
PyPI	flask-login	`0.6.3`	indirect
PyPI	fonttools	`4.61.1`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	fsspec	`2025.10.0`	indirect
PyPI	fsspec	`2026.1.0`	indirect
PyPI	gdown	`5.2.0`	indirect
PyPI	gepa	`0.0.17`	indirect
PyPI	gevent	`25.5.1`	indirect
PyPI	geventhttpclient	`2.3.5`	indirect
PyPI	gitdb	`4.0.12`	indirect
PyPI	gitpython	`3.1.45`	indirect
PyPI	google-api-core	`2.30.0`	indirect
PyPI	google-auth	`2.43.0`	indirect
PyPI	google-auth	`2.49.1`	indirect
PyPI	google-cloud-bigquery	`3.40.1`	indirect
PyPI	google-cloud-core	`2.5.0`	indirect
PyPI	google-crc32c	`1.8.0`	indirect
PyPI	google-resumable-media	`2.8.0`	indirect
PyPI	googleapis-common-protos	`1.73.0`	indirect
PyPI	greenlet	`3.2.4`	indirect
PyPI	greenlet	`3.3.2`	indirect
PyPI	grpcio	`1.78.0`	indirect
PyPI	grpcio-status	`1.78.0`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	h2	`4.3.0`	indirect
PyPI	haystack-ai	`2.7.0`	indirect
PyPI	haystack-experimental	`0.14.2`	indirect
PyPI	hf-xet	`1.2.0`	indirect
PyPI	hf-xet	`1.4.2`	indirect
PyPI	hpack	`4.1.0`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httptools	`0.7.1`	indirect
PyPI	httpx	`0.28.1`	indirect
PyPI	httpx-sse	`0.4.3`	indirect
PyPI	huggingface-hub	`1.1.2`	indirect
PyPI	huggingface-hub	`1.8.0`	indirect
PyPI	hyperframe	`6.1.0`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	idna	`3.11`	indirect
PyPI	idna	`3.18`	indirect
PyPI	importlib-metadata	`8.5.0`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	inquirerpy	`0.3.4`	indirect
PyPI	ipykernel	`6.31.0`	indirect
PyPI	ipython	`9.7.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	itables	`2.5.2`	indirect
PyPI	itsdangerous	`2.2.0`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jiter	`0.10.0`	indirect
PyPI	jmespath	`1.0.1`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	joblib	`1.5.2`	indirect
PyPI	joblib	`1.5.3`	indirect
PyPI	json-repair	`0.53.0`	indirect
PyPI	jsonschema	`4.23.0`	indirect
PyPI	jsonschema	`4.26.0`	indirect
PyPI	jsonschema-specifications	`2025.9.1`	indirect
PyPI	jupyter-client	`8.6.3`	indirect
PyPI	jupyter-core	`5.9.1`	indirect
PyPI	kiwisolver	`1.4.9`	indirect
PyPI	lance-namespace	`0.6.1`	indirect
PyPI	lance-namespace-urllib3-client	`0.6.1`	indirect
PyPI	lancedb	`0.30.1`	indirect
PyPI	langfuse	`2.60.10`	indirect
PyPI	lazy-imports	`1.1.0`	indirect
PyPI	litellm	`1.83.14`	indirect
PyPI	locust	`2.41.6`	indirect
PyPI	locust-cloud	`1.28.1`	indirect
PyPI	lz4	`4.4.5`	indirect
PyPI	magicattr	`0.1.6`	indirect
PyPI	mako	`1.3.10`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	marshmallow	`3.26.2`	indirect
PyPI	matplotlib	`3.10.7`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	maturin	`1.9.4`	indirect
PyPI	mcp	`1.28.1`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	more-itertools	`10.8.0`	indirect
PyPI	mpmath	`1.3.0`	indirect
PyPI	msgpack	`1.1.2`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	mysqlclient	`2.2.8`	indirect
PyPI	narwhals	`2.11.0`	indirect
PyPI	nbformat	`5.10.4`	indirect
PyPI	nest-asyncio	`1.6.0`	indirect
PyPI	networkx	`3.5`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nltk	`3.9.3`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	numpy	`1.26.4`	indirect
PyPI	numpy	`2.4.3`	indirect
PyPI	nvidia-cublas	`13.1.0.3`	indirect
PyPI	nvidia-cuda-cupti	`13.0.85`	indirect
PyPI	nvidia-cuda-nvrtc	`13.0.88`	indirect
PyPI	nvidia-cuda-runtime	`13.0.96`	indirect
PyPI	nvidia-cudnn-cu13	`9.19.0.56`	indirect
PyPI	nvidia-cufft	`12.0.0.61`	indirect
PyPI	nvidia-cufile	`1.15.1.6`	indirect
PyPI	nvidia-curand	`10.4.0.35`	indirect
PyPI	nvidia-cusolver	`12.0.4.66`	indirect
PyPI	nvidia-cusparse	`12.6.3.3`	indirect
PyPI	nvidia-cusparselt-cu13	`0.8.0`	indirect
PyPI	nvidia-nccl-cu13	`2.28.9`	indirect
PyPI	nvidia-nvjitlink	`13.0.88`	indirect
PyPI	nvidia-nvshmem-cu13	`3.4.5`	indirect
PyPI	nvidia-nvtx	`13.0.85`	indirect
PyPI	oauthlib	`3.3.1`	indirect
PyPI	ollama	`0.4.9`	indirect
PyPI	ollama-haystack	`2.4.2`	indirect
PyPI	openai	`2.24.0`	indirect
PyPI	openpyxl	`3.1.5`	indirect
PyPI	opentelemetry-api	`1.41.1`	indirect
PyPI	opentelemetry-sdk	`1.41.1`	indirect
PyPI	opentelemetry-semantic-conventions	`0.62b1`	indirect
PyPI	optuna	`4.6.0`	indirect
PyPI	oracledb	`3.4.2`	indirect
PyPI	orjson	`3.11.5`	indirect
PyPI	orjson	`3.11.7`	indirect
PyPI	overrides	`7.7.0`	indirect
PyPI	packaging	`24.2`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	packaging	`26.0`	indirect
PyPI	packaging	`26.2`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pfzy	`0.3.4`	indirect
PyPI	pillow	`12.1.1`	indirect
PyPI	platformdirs	`4.5.0`	indirect
PyPI	platformdirs	`4.9.4`	indirect
PyPI	plotly	`5.24.1`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	portalocker	`2.10.1`	indirect
PyPI	posthog	`5.4.0`	indirect
PyPI	pre-commit	`3.8.0`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	proto-plus	`1.27.1`	indirect
PyPI	protobuf	`6.33.5`	indirect
PyPI	psutil	`7.1.3`	indirect
PyPI	psycopg	`3.3.3`	indirect
PyPI	psycopg-binary	`3.3.3`	indirect
PyPI	psycopg2	`2.9.11`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	py4j	`0.10.9.9`	indirect
PyPI	pyasn1-modules	`0.4.2`	indirect
PyPI	pyathena	`3.30.0`	indirect
PyPI	pybreaker	`1.4.1`	indirect
PyPI	pycares	`4.11.0`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-settings	`2.12.0`	indirect
PyPI	pydantic-settings	`2.14.2`	indirect
PyPI	pydeck	`0.9.1`	indirect
PyPI	pyfiglet	`1.0.4`	indirect
PyPI	pyjwt	`2.13.0`	indirect
PyPI	pymysql	`1.1.2`	indirect
PyPI	pyodbc	`5.3.0`	indirect
PyPI	pyparsing	`3.2.5`	indirect
PyPI	pysocks	`1.7.1`	indirect
PyPI	pyspark	`4.1.1`	indirect
PyPI	pytest	`—`	indirect
PyPI	pytest	`8.4.2`	indirect
PyPI	pytest	`9.1.1`	indirect
PyPI	pytest-asyncio	`0.24.0`	indirect
PyPI	pytest-cov	`6.3.0`	indirect
PyPI	pytest-mock	`—`	indirect
PyPI	pytest-mock	`3.15.1`	indirect
PyPI	pytest-repeat	`0.9.4`	indirect
PyPI	pytest-rerunfailures	`16.1`	indirect
PyPI	pytest-xdist	`3.8.0`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	python-engineio	`4.12.3`	indirect
PyPI	python-multipart	`0.0.32`	indirect
PyPI	python-socketio	`5.14.3`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pytz	`2026.1.post1`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pyzmq	`27.1.0`	indirect
PyPI	qdrant-client	`1.15.0`	indirect
PyPI	qdrant-haystack	`7.0.0`	indirect
PyPI	redshift-connector	`2.1.14`	indirect
PyPI	referencing	`0.37.0`	indirect
PyPI	regex	`2025.11.3`	indirect
PyPI	regex	`2026.3.32`	indirect
PyPI	rich	`—`	indirect
PyPI	rich	`14.2.0`	indirect
PyPI	rich	`14.3.3`	indirect
PyPI	rpds-py	`0.28.0`	indirect
PyPI	rpds-py	`2026.6.3`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruff	`—`	indirect
PyPI	ruff	`0.13.1`	indirect
PyPI	ruff	`0.15.6`	indirect
PyPI	s3transfer	`0.14.0`	indirect
PyPI	s3transfer	`0.16.0`	indirect
PyPI	safetensors	`0.8.0`	indirect
PyPI	scikit-learn	`1.8.0`	indirect
PyPI	scipy	`1.17.1`	indirect
PyPI	scramp	`1.4.8`	indirect
PyPI	sentence-transformers	`5.3.0`	indirect
PyPI	sentry-sdk	`2.44.0`	indirect
PyPI	setuptools	`80.9.0`	indirect
PyPI	setuptools	`81.0.0`	indirect
PyPI	sf-hamilton	`1.89.0`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	simple-websocket	`1.1.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	smmap	`5.0.2`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	snowflake-connector-python	`4.4.0`	indirect
PyPI	sortedcontainers	`2.4.0`	indirect
PyPI	soupsieve	`2.8`	indirect
PyPI	soupsieve	`2.8.4`	indirect
PyPI	sqlalchemy	`2.0.44`	indirect
PyPI	sqlalchemy	`2.0.48`	indirect
PyPI	sqlparse	`0.5.5`	indirect
PyPI	sse-starlette	`3.4.5`	indirect
PyPI	sseclient-py	`1.8.0`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	starlette	`0.49.3`	indirect
PyPI	starlette	`1.3.1`	indirect
PyPI	streamlit	`1.51.0`	indirect
PyPI	streamlit-tags	`1.2.8`	indirect
PyPI	sympy	`1.14.0`	indirect
PyPI	tabulate	`0.9.0`	indirect
PyPI	tenacity	`8.4.2`	indirect
PyPI	tenacity	`9.1.4`	indirect
PyPI	testcontainers	`4.14.1`	indirect
PyPI	threadpoolctl	`3.6.0`	indirect
PyPI	thrift	`0.20.0`	indirect
PyPI	tiktoken	`0.12.0`	indirect
PyPI	tokenizers	`0.22.2`	indirect
PyPI	toml	`0.10.2`	indirect
PyPI	tomlkit	`0.13.3`	indirect
PyPI	tomlkit	`0.14.0`	indirect
PyPI	torch	`2.11.0`	indirect
PyPI	tornado	`6.5.2`	indirect
PyPI	tqdm	`4.67.1`	indirect
PyPI	tqdm	`4.67.3`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	transformers	`5.14.1`	indirect
PyPI	trino	`0.337.0`	indirect
PyPI	triton	`3.6.0`	indirect
PyPI	typer-slim	`0.20.0`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-inspect	`0.9.0`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	tzdata	`2025.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	tzlocal	`5.3.1`	indirect
PyPI	uvicorn	`0.29.0`	indirect
PyPI	uvicorn	`0.42.0`	indirect
PyPI	uvloop	`0.22.1`	indirect
PyPI	virtualenv	`20.36.1`	indirect
PyPI	watchdog	`4.0.2`	indirect
PyPI	watchfiles	`1.1.1`	indirect
PyPI	wcwidth	`0.2.14`	indirect
PyPI	wcwidth	`0.6.0`	indirect
PyPI	websocket-client	`1.9.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	werkzeug	`3.1.5`	indirect
PyPI	wheel	`0.46.3`	indirect
PyPI	win32-setctime	`1.2.0`	indirect
PyPI	wrapt	`1.17.3`	indirect
PyPI	wrapt	`2.1.2`	indirect
PyPI	wsproto	`1.3.1`	indirect
PyPI	xxhash	`3.6.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	zipp	`3.23.0`	indirect
PyPI	zope-event	`6.1`	indirect
PyPI	zope-interface	`8.1`	indirect
PyPI	zstandard	`0.25.0`	indirect

Dependency advisories 0

Installing pypi:wrenai@0.13.2 pulls in 40 packages, direct and transitive: 0 carry known advisories, of which 0 are direct dependencies.

No known advisories affect the assessed dependencies.

An advisory means the version recorded in the dependency graph falls inside an advisory’s affected range. Reachability is not analysed, and the graph includes development and test pins — a finding may concern tooling rather than shipped software.

Raw JSON report machine-readable

Feedback

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

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

Missing data is excluded and weights renormalized, never scored as zero. Methodology is versioned and open: metrics v2.10.0, schema v0.31.0 — full methodology · metrics wiki.

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

Software health index

Score profile

Ownership

Package ecosystems

Metrics by category

Key facts

Data collection warnings

More detail

Feedback

Related records