Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-20 05:29 UTC

UW-Macrostrat / macrostrat

A geological data platform for exploration, integration, and analysis

PythonApache-2.0★ 10 stars⑂ 3 forkssince Nov 2023View on GitHub ↗

KindCommand-line toolNetwork servicePluginhow this is determined

UW-Macrostrat/macrostrat holds a health index of 65 out of 100, placing it in the Good band. It scores highest on Engineering Quality (86/100) and lowest on Security (32/100). It was last updated 1 day ago. A single contributor accounts 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, 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 60 is calibrated to 65 on the published index scale (record calibration 2026-08-02).

Ownership

MacrostratOrganization

32 followers90 public repossince Nov 2013

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

Metrics by category

Vitality

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

83Excellent · 21% of overall

Development activity

99Exceptional

How it's scored

36/36	Push recency — last push 1 days ago
35.3/36	Commit cadence — 51/52 weeks with commits
18/18	Commit volume — 1,158 commits in the last year
10/10	OpenSSF Scorecard: Maintained — 30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10

Inputs used

commits_last_year	1,158
human_commit_share	0.9
days_since_last_push	1
active_weeks_last_year	51

Release discipline

58Moderate

How it's scored

16.2/27	Ships releases — 17 version tags (no GitHub releases)
16.2/36	Release recency — latest release 326 days ago
19.8/27	Release cadence — a release every ~77.5 days
0/10	OpenSSF Scorecard: Signed-Releases — no data

Inputs used

releases_count	17
latest_release_tag	v2.3.1
releases_from_tags	yes
days_since_latest_release	326
mean_days_between_releases	77.5

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?

35Weak · 17% of overall

Popularity & adoption

22At Risk

How it's scored

15.5/60	Stars — 10 stars
2.5/25	Forks — 3 forks
4.3/15	Watchers — 7 watchers

Inputs used

forks	3
stars	10
watchers	7
growth_state	unverified
growth_factor_pct	100
growth_unverified_reason	no_history

Community health

50Moderate

How it's scored

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

Inputs used

has_readme	yes
has_license	yes
readme_badges	0
has_contributing	no
has_issue_template	no
has_code_of_conduct	no
readme_badge_services	—
has_pull_request_template	no

Sustainability & Governance

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

53Moderate · 23% of overall

Maintainer resilience (bus factor)

44Weak

How it's scored

9/54	Bus factor — 1 contributor(s) cover half of all commits
11/22.5	Commit distribution — top contributor authored 51% of commits
13.5/13.5	Contributor breadth — 11 contributors
10/10	OpenSSF Scorecard: Contributors — project has 12 contributing companies or organizations

Inputs used

bus_factor	1
contributors_sampled	11
top_contributor_share	0.511

Issue & PR responsiveness

50Moderate

How it's scored

13.9/42	Issue resolution — 33% of issues closed
29.5/30	PR acceptance — 167/170 decided PRs merged
0/13	Newcomer PR acceptance — no first-time contributor's PR decided in 30d
0/15	OpenSSF Scorecard: Code-Review — Found 0/10 approved changesets -- score normalized to 0

Inputs used

merged_prs	167
open_issues	95
closed_issues	47
prs_merged_7d	0
prs_decided_7d	0
prs_merged_30d	9
prs_decided_30d	9
issue_closed_ratio	0.331
closed_unmerged_prs	3
first_time_authors_30d	0
first_time_prs_merged_30d	0
first_time_prs_decided_30d	0

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

Ownership & stewardship

66Good

How it's scored

30/30	Ownership backing — organization-owned
0/20	Verified domain
10.9/25	Owner reach — 32 followers of UW-Macrostrat
25/25	Track record — 90 public repos, account ~12 yr old

Inputs used

followers	32
owner_type	Organization
is_verified	no
owner_login	UW-Macrostrat
public_repos	90
account_age_days	4,687

Engineering Quality

Are baseline engineering and documentation practices in place?

86Excellent · 19% of overall

Engineering practices

94Exceptional

How it's scored

24/24	CI workflows — 7 workflow(s)
24/24	Tests present
16/16	Linter config — py-modules/core/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), py-modules/map-integration/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), py-modules/map-staging/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), pyproject.toml ([tool.ruff], [tool.pylint])
9.6/9.6	Pre-commit hooks
0/6.4	.editorconfig
20/20	OpenSSF Scorecard: CI-Tests — 3 out of 3 merged PRs checked by a CI test -- score normalized to 10

Inputs used

has_ci	yes
has_tests	yes
has_editorconfig	no
has_linter_config	yes
has_precommit_config	yes

Documentation

75Good

How it's scored

30/30	README
25/25	Documentation directory
0/15	Documentation / homepage site
10/10	Repository description
0/10	Topics
10/10	Wiki

Inputs used

topics	—
has_wiki	yes
homepage	—
docs_site	—
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?

32At Risk · 16% of overall

Security posture

38Weak

How it's scored

7.5/7.5	Binary-Artifacts — no binaries found in the repo
0/7.5	Branch-Protection — branch protection not enabled on development/release branches
2.5/2.5	CI-Tests — 3 out of 3 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
0/7.5	Code-Review — Found 0/10 approved changesets -- score normalized to 0
2.5/2.5	Contributors — project has 12 contributing companies or organizations
10/10	Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5	Dependency-Update-Tool — no 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 9 issue activity found in the last 90 days -- score normalized to 10
5/5	Packaging — packaging workflow detected
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
0/5	Security-Policy — security policy file not detected
0/7.5	Signed-Releases — no data
0/7.5	Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5	Vulnerabilities — 150 existing vulnerabilities detected

Inputs used

source	openssf_scorecard
checks_evaluated	17
scorecard_version	v5.5.0
checks_inconclusive	1
scorecard_aggregate	3.8

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

Dependency advisories

10Critical

How it's scored

1.1/35	Direct dependencies free of known advisories — 34 affected: aiohttp 3.13.2 (critical 9.1), fiona 1.9.6 (critical 9.8), pymysql 1.1.0 (critical 9.8), +31 more
0/25	Indirect dependencies free of known advisories — transitive set not separable from development and test dependencies in this scope
6.3/40	No advisories left outstanding — 29 advisory-carrying package(s) unaddressed past 90 days; oldest published 887 days ago

Inputs used

source	osv
advisories	397
affected_packages	67
assessed_packages	547
unassessed_packages	65
affected_by_severity	critical 14, high 31, moderate 19, low 3
direct_affected_packages	34

Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 547 resolved dependencies against OSV. 65 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.

AI Readiness

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

66Good · 4% of overall

Agent context & guidance

66Good

How it's scored

45/45	Agent instructions — AGENTS.md, CLAUDE.md
0/15	Machine-readable docs (llms.txt)
20.7/40	Legible commit history — 35 of 90 human commits state their intent (structured subject or explanatory body)

Inputs used

has_llms_txt	no
llms_txt_url	—
legible_history_share	0.389
agent_instruction_files	AGENTS.md, CLAUDE.md
agent_instruction_max_bytes	7,206

Verify loop (build / test / typecheck)

71Good

How it's scored

18/18	One-command bootstrap — Makefile, __archive__/column-builder/Makefile, local-root/Makefile, mise.toml, py-modules/map-integration/Makefile, py-modules/map-staging/Makefile, py-modules/map-staging/macrostrat/map_staging/Makefile, py-modules/map-staging/macrostrat/map_staging/arizona_gems_scraping/Makefile, py-modules/map-staging/macrostrat/map_staging/japan_scrapers/Makefile, services/api-v3/Makefile, services/legacy-tileserver/Makefile, services/legacy-tileserver/mise.toml, services/tileserver/Makefile
22/22	Automated tests
11/11	Lint / format config — py-modules/core/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), py-modules/map-integration/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), py-modules/map-staging/pyproject.toml ([tool.pylint], [tool.black], [tool.isort]), pyproject.toml ([tool.ruff], [tool.pylint])
0/11	Static type checking
10/10	Reproducible environment — Dockerfile, lockfile
10/10	Demonstrated agent practice — 18 of the last 100 commits agent-authored or agent-credited
0/8	Automated maintenance — no automated dependency updates observed
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	uv.lock
has_dockerfile	yes
typed_language	no
bootstrap_files	Makefile, __archive__/column-builder/Makefile, local-root/Makefile, mise.toml, py-modules/map-integration/Makefile, py-modules/map-staging/Makefile, py-modules/map-staging/macrostrat/map_staging/Makefile, py-modules/map-staging/macrostrat/map_staging/arizona_gems_scraping/Makefile, py-modules/map-staging/macrostrat/map_staging/japan_scrapers/Makefile, services/api-v3/Makefile, services/legacy-tileserver/Makefile, services/legacy-tileserver/mise.toml, services/tileserver/Makefile
has_devcontainer	no
has_linter_config	yes
typecheck_configs	—
agent_commit_share	0.18
toolchain_manifests	—
dependency_bot_commit_share	0

Code legibility for models

55Moderate

How it's scored

0/45	Type-checkable code — Python without a type-check config
54.9/55	Manageable file sizes — 1/376 source files over 60KB

Inputs used

primary_language	Python
largest_source_bytes	182,146
source_files_sampled	376
oversized_source_files	1

Key facts

10GitHub stars

11contributors

1,158commits, last 12 months

1days since last push

17releases

1bus factor

95open issues

PyPIpackage ecosystems

Data collection warnings

Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Could not fetch pypi package 'macrostrat-system' from its registry
Could not fetch pypi package 'macrostrat.cli' from its registry
Could not fetch pypi package 'macrostrat.core' from its registry
Could not fetch pypi package 'api' from its registry
Could not fetch pypi package 'macrostrat.worker' from its registry
Could not fetch pypi package 'macrostrat.tileserver' from its registry
Could not fetch pypi package 'macrostrat.map_utils' from its registry
Could not fetch pypi package 'usage-stats-service' from its registry
Could not fetch pypi package 'macrostrat.raster_cli' from its registry

More detail

Star and fork history 0 ★ / 3 ⇿

0Stars

3Forks

4Releases

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

Major 0Minor 0Patch 1

Each point covers 2 days.

OpenSSF Scorecard 3.8 / 10

3.8aggregate

Independent, tool-agnostic security assessment from the open-source OpenSSF Scorecard. Each check rewards a security practice, not a specific vendor's tool. Checks Scorecard could not determine are marked n/a and excluded from the security score (never counted as zero).Scorecard v5.5.0 · 2026-09-20 05:29 UTC

10	Binary-Artifacts	no binaries found in the repo
0	Branch-Protection	branch protection not enabled on development/release branches
10	CI-Tests	3 out of 3 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
0	Code-Review	Found 0/10 approved changesets -- score normalized to 0
10	Contributors	project has 12 contributing companies or organizations
10	Dangerous-Workflow	no dangerous workflow patterns detected
0	Dependency-Update-Tool	no update tool detected
0	Fuzzing	project is not fuzzed
10	License	license file detected
10	Maintained	30 commit(s) and 9 issue activity found in the last 90 days -- score normalized to 10
10	Packaging	packaging workflow 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
0	Security-Policy	security policy file not detected
n/a	Signed-Releases	no releases found
0	Token-Permissions	detected GitHub workflow tokens with excessive permissions
0	Vulnerabilities	150 existing vulnerabilities detected

Direct dependencies 204

Registry	Package	Version constraint	Manifest
PyPI	setuptools	`>=75.8.2,<81.0.0`	pyproject.toml
PyPI	macrostrat.cli	`—`	pyproject.toml
PyPI	macrostrat.match-utils	`—`	pyproject.toml
PyPI	macrostrat.core	`—`	pyproject.toml
PyPI	macrostrat.schema-management	`—`	pyproject.toml
PyPI	api	`—`	pyproject.toml
PyPI	macrostrat.map_utils	`—`	pyproject.toml
PyPI	macrostrat.worker	`—`	pyproject.toml
PyPI	macrostrat.raster_index	`>=0.3.1,<1`	pyproject.toml
PyPI	macrostrat.raster_layers	`>=0.3.2,<1`	pyproject.toml
PyPI	testcontainers	`>=4.14.2`	pyproject.toml
PyPI	psycopg	`>=3.3.3`	pyproject.toml
PyPI	truststore	`>=0.10.4`	pyproject.toml
PyPI	Fiona	`>=1.8.22,<2`	py-modules/cli/pyproject.toml
PyPI	PyMySQL	`>=1.0.2,<2`	py-modules/cli/pyproject.toml
PyPI	PyYAML	`~=6.0`	py-modules/cli/pyproject.toml
PyPI	SQLAlchemy	`>=2.0.0,<3`	py-modules/cli/pyproject.toml
PyPI	dynaconf	`>=3.1.12,<4`	py-modules/cli/pyproject.toml
PyPI	geopandas	`>=1.1.3,<2`	py-modules/cli/pyproject.toml
PyPI	ipython	`>=8.5.0,<10`	py-modules/cli/pyproject.toml
PyPI	polars	`>=1.42.0,<2`	py-modules/cli/pyproject.toml
PyPI	pyogrio	`>=0.12.1,<1`	py-modules/cli/pyproject.toml
PyPI	macrostrat.app-frame	`>=3.0.0,<4`	py-modules/cli/pyproject.toml
PyPI	macrostrat.database	`>=4.0.1,<5`	py-modules/cli/pyproject.toml
PyPI	macrostrat.utils	`>=1.3.3,<2`	py-modules/cli/pyproject.toml
PyPI	macrostrat.dinosaur	`>=4.0.0,<5`	py-modules/cli/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.schema-management	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.integrations	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.map-integration	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.map-topology	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.match-utils	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.column-ingestion	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.usage_stats	`—`	py-modules/cli/pyproject.toml
PyPI	macrostrat.radosgw-admin	`—`	py-modules/cli/pyproject.toml
PyPI	numpy	`>=2.0.0,<3`	py-modules/cli/pyproject.toml
PyPI	pyproj	`>=3.4.0,<4`	py-modules/cli/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	py-modules/cli/pyproject.toml
PyPI	python-jose	`>=3.3.0,<4`	py-modules/cli/pyproject.toml
PyPI	requests	`>=2.28.1,<3`	py-modules/cli/pyproject.toml
PyPI	rich	`>=13,<16`	py-modules/cli/pyproject.toml
PyPI	scipy	`>=1.9.3,<2`	py-modules/cli/pyproject.toml
PyPI	shapely	`>=2.1.0,<3`	py-modules/cli/pyproject.toml
PyPI	spectra	`>=0.0.11,<0.0.12`	py-modules/cli/pyproject.toml
PyPI	tiletanic	`>=1.1.0,<2`	py-modules/cli/pyproject.toml
PyPI	tqdm	`>=4.65.0,<5`	py-modules/cli/pyproject.toml
PyPI	typer	`>=0.12,<0.27`	py-modules/cli/pyproject.toml
PyPI	click	`>=8.1.0,<8.4.0`	py-modules/cli/pyproject.toml
PyPI	docker	`>=7,<8`	py-modules/cli/pyproject.toml
PyPI	toml	`>=0.10.2,<0.11`	py-modules/cli/pyproject.toml
PyPI	greenlet	`>=3.0.3,<4`	py-modules/cli/pyproject.toml
PyPI	paramiko	`>=3.4.0,<4`	py-modules/cli/pyproject.toml
PyPI	pytest	`>=8.3.4,<10`	py-modules/cli/pyproject.toml
PyPI	setuptools	`>=75.8.2,<81`	py-modules/cli/pyproject.toml
PyPI	openpyxl	`>=3.1.5,<4`	py-modules/cli/pyproject.toml
PyPI	results	`==1.4.0`	py-modules/cli/pyproject.toml
PyPI	pg-activity	`>=3.6.2`	py-modules/cli/pyproject.toml
PyPI	fastexcel	`>=0.16.0`	py-modules/column-ingestion/pyproject.toml
PyPI	openpyxl	`>=3.1.5`	py-modules/column-ingestion/pyproject.toml
PyPI	polars	`>=1.36.1`	py-modules/column-ingestion/pyproject.toml
PyPI	pydantic	`>=2.12.5`	py-modules/column-ingestion/pyproject.toml
PyPI	typer	`>=0.25.0,<0.27`	py-modules/column-ingestion/pyproject.toml
PyPI	macrostrat.utils	`>=1.3.1,<2.0.0`	py-modules/column-ingestion/pyproject.toml
PyPI	macrostrat.database	`>=4.6.1,<5.0.0`	py-modules/column-ingestion/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/column-ingestion/pyproject.toml
PyPI	scipy	`>=1.17.1`	py-modules/column-ingestion/pyproject.toml
PyPI	xlsxwriter	`>=3.2.9`	py-modules/column-ingestion/pyproject.toml
PyPI	dynaconf	`>=3.1.12,<4`	py-modules/core/pyproject.toml
PyPI	macrostrat.app-frame	`>=3.1.0,<4`	py-modules/core/pyproject.toml
PyPI	macrostrat.database	`>=4.6.1,<5`	py-modules/core/pyproject.toml
PyPI	pydantic	`>=2.5,<3`	py-modules/core/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	py-modules/core/pyproject.toml
PyPI	sqlalchemy	`>=2.0.28,<3`	py-modules/core/pyproject.toml
PyPI	toml	`>=0.10.2,<0.11`	py-modules/core/pyproject.toml
PyPI	click	`>=8.1.0,<10`	py-modules/core/pyproject.toml
PyPI	macrostrat.database	`>=4.0.0,<5`	py-modules/integrations/pyproject.toml
PyPI	macrostrat.utils	`>=1.2.2,<2`	py-modules/integrations/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/integrations/pyproject.toml
PyPI	typer	`>=0.12,<0.26`	py-modules/integrations/pyproject.toml
PyPI	httpx	`>=0.27.2,<0.29`	py-modules/integrations/pyproject.toml
PyPI	geopandas	`>=1.1.3,<2`	py-modules/map-integration/pyproject.toml
PyPI	ipython	`>=8.5.0,<10`	py-modules/map-integration/pyproject.toml
PyPI	macrostrat.database	`>=4.6.1,<5`	py-modules/map-integration/pyproject.toml
PyPI	numpy	`>=2.0.0,<3`	py-modules/map-integration/pyproject.toml
PyPI	pyproj	`>=3.4.0,<4`	py-modules/map-integration/pyproject.toml
PyPI	rich	`>=13,<16.0`	py-modules/map-integration/pyproject.toml
PyPI	scipy	`>=1.17.1,<2`	py-modules/map-integration/pyproject.toml
PyPI	typer	`>=0.12,<0.26`	py-modules/map-integration/pyproject.toml
PyPI	minio	`>=7.2.5,<8`	py-modules/map-integration/pyproject.toml
PyPI	python-dotenv	`>=1,<2`	py-modules/map-integration/pyproject.toml
PyPI	pylibmagic	`>=0.5.0,<0.6`	py-modules/map-integration/pyproject.toml
PyPI	python-magic	`>=0.4.27,<0.5`	py-modules/map-integration/pyproject.toml
PyPI	pyyaml	`~=6.0`	py-modules/map-integration/pyproject.toml
PyPI	shapely	`>=2.1.2,<3`	py-modules/map-integration/pyproject.toml
PyPI	pyogrio	`>=0.12.1,<0.13`	py-modules/map-integration/pyproject.toml
PyPI	psycopg	`>=3.0.0,<4`	py-modules/map-integration/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/map-integration/pyproject.toml
PyPI	macrostrat.map_utils	`—`	py-modules/map-integration/pyproject.toml
PyPI	beautifulsoup4	`>=4.12,<4.13`	py-modules/map-staging/pyproject.toml
PyPI	requests	`>=2.31,<2.34`	py-modules/map-staging/pyproject.toml
PyPI	macrostrat.cli	`—`	py-modules/map-staging/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/map-staging/pyproject.toml
PyPI	macrostrat.map_integration	`—`	py-modules/map-staging/pyproject.toml
PyPI	macrostrat.database	`>=4.2.0`	py-modules/map-topology/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/map-topology/pyproject.toml
PyPI	mapboard.topology-manager	`—`	py-modules/map-topology/pyproject.toml
PyPI	pytest	`>=8.3.4,<10`	py-modules/map-topology/pyproject.toml
PyPI	macrostrat.database	`>=4.0.0,<5`	py-modules/map-utils/pyproject.toml
PyPI	psycopg	`>=3.0,<4`	py-modules/map-utils/pyproject.toml
PyPI	minio	`>=7.2,<8`	py-modules/map-utils/pyproject.toml
PyPI	geopandas	`>=0.14.4`	py-modules/match-utils/pyproject.toml
PyPI	macrostrat.database	`>=4.0.0`	py-modules/match-utils/pyproject.toml
PyPI	pandas	`>=2.3.3`	py-modules/match-utils/pyproject.toml
PyPI	pydantic	`>=2.12.4`	py-modules/match-utils/pyproject.toml
PyPI	typer	`>=0.12,<0.25`	py-modules/raster-cli/pyproject.toml
PyPI	rio-cogeo	`>=5.0.0,<6`	py-modules/raster-cli/pyproject.toml
PyPI	boto3	`>=1.28.50,<2`	py-modules/raster-cli/pyproject.toml
PyPI	wget	`~=3.2`	py-modules/raster-cli/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	py-modules/raster-cli/pyproject.toml
PyPI	macrostrat.app-frame	`>=3.0.0,<4`	py-modules/schema-management/pyproject.toml
PyPI	macrostrat.database	`>=4.6.0,<5`	py-modules/schema-management/pyproject.toml
PyPI	macrostrat.utils	`>=1.3.3,<2`	py-modules/schema-management/pyproject.toml
PyPI	macrostrat.dinosaur	`>=4.0.0,<5`	py-modules/schema-management/pyproject.toml
PyPI	rich	`>=13,<16`	py-modules/schema-management/pyproject.toml
PyPI	typer	`>=0.22,<0.27`	py-modules/schema-management/pyproject.toml
PyPI	click	`>=8.1.0,<10`	py-modules/schema-management/pyproject.toml
PyPI	docker	`>=7,<8`	py-modules/schema-management/pyproject.toml
PyPI	pytest	`>=8.3.4,<9`	py-modules/schema-management/pyproject.toml
PyPI	results	`>=1.4.0,<1.5.0`	py-modules/schema-management/pyproject.toml
PyPI	testcontainers	`>=4.14.2`	py-modules/schema-management/pyproject.toml
PyPI	httpx	`>=0.28.1`	py-modules/schema-management/pyproject.toml
PyPI	macrostrat.map-topology	`—`	py-modules/schema-management/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/schema-management/pyproject.toml
PyPI	starlette	`(>=0.37.0,<0.47.0)`	py-modules/tileserver-utils/pyproject.toml
PyPI	fastapi	`(>=0.111.0,<0.123.0)`	py-modules/tileserver-utils/pyproject.toml
PyPI	morecantile	`(>=5.0.0,<8.0.0)`	py-modules/tileserver-utils/pyproject.toml
PyPI	buildpg	`(>=0.4,<0.5)`	py-modules/tileserver-utils/pyproject.toml
PyPI	macrostrat.utils	`(>=1.3.1,<2.0.0)`	py-modules/tileserver-utils/pyproject.toml
PyPI	pydantic	`(>=2.11.4,<3.0.0)`	py-modules/tileserver-utils/pyproject.toml
PyPI	macrostrat.database	`>=4.4.1,<5`	py-modules/usage-stats-capture/pyproject.toml
PyPI	minio	`>=7.2.20`	py-modules/usage-stats-capture/pyproject.toml
PyPI	pydantic	`>=2,<3`	py-modules/usage-stats-capture/pyproject.toml
PyPI	zstandard	`>=0.25.0`	py-modules/usage-stats-capture/pyproject.toml
PyPI	macrostrat.usage_stats_capture	`—`	py-modules/usage-stats/pyproject.toml
PyPI	macrostrat.core	`—`	py-modules/usage-stats/pyproject.toml
PyPI	rich	`>=13,<16`	py-modules/usage-stats/pyproject.toml
PyPI	typer	`>=0.12,<0.27`	py-modules/usage-stats/pyproject.toml
PyPI	matplotlib	`>=3.9.2,<4`	py-modules/usage-stats/pyproject.toml
PyPI	polars	`>=1.42.0,<2`	py-modules/usage-stats/pyproject.toml
PyPI	sqlalchemy	`>=2.0.22,<3`	services/api-v3/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	services/api-v3/pyproject.toml
PyPI	fastapi	`>=0.121.2,<0.123`	services/api-v3/pyproject.toml
PyPI	httpx	`>=0.27.0,<0.29`	services/api-v3/pyproject.toml
PyPI	asyncpg	`>=0.28.0,<0.31.0`	services/api-v3/pyproject.toml
PyPI	pytest-asyncio	`>=1.3.0,<2`	services/api-v3/pyproject.toml
PyPI	uvicorn	`>=0.23.2,<0.46.0`	services/api-v3/pyproject.toml
PyPI	geojson-pydantic	`>=2.1.1,<3`	services/api-v3/pyproject.toml
PyPI	pyjwt	`>=2.8.0,<3`	services/api-v3/pyproject.toml
PyPI	werkzeug	`>=3.0.1,<4`	services/api-v3/pyproject.toml
PyPI	aiohttp	`>=3.8.6,<4`	services/api-v3/pyproject.toml
PyPI	python-jose	`>=3.3.0,<4`	services/api-v3/pyproject.toml
PyPI	bcrypt	`>=4.1.1,<5`	services/api-v3/pyproject.toml
PyPI	minio	`>=7.2.3,<8`	services/api-v3/pyproject.toml
PyPI	numpy	`>=2.4.4,<3`	services/api-v3/pyproject.toml
PyPI	python-multipart	`>=0.0.9,<0.0.10`	services/api-v3/pyproject.toml
PyPI	python-slugify	`>=8.0.4,<9`	services/api-v3/pyproject.toml
PyPI	macrostrat.database	`>=4.0.0,<5`	services/api-v3/pyproject.toml
PyPI	macrostrat.match-utils	`—`	services/api-v3/pyproject.toml
PyPI	morecantile	`>=7.0.2`	services/api-v3/pyproject.toml
PyPI	pydantic-settings	`>2`	services/api-v3/pyproject.toml
PyPI	celery	`>=5.3,<6`	services/api-v3/pyproject.toml
PyPI	fastapi	`>=0.111.0,<0.112`	services/legacy-tileserver/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	services/legacy-tileserver/pyproject.toml
PyPI	typer	`>=0.12,<0.25`	services/legacy-tileserver/pyproject.toml
PyPI	uvicorn	`==0.16.0`	services/legacy-tileserver/pyproject.toml
PyPI	asyncpg	`>=0.23.0,<0.24`	services/legacy-tileserver/pyproject.toml
PyPI	buildpg	`>=0.4,<0.5`	services/legacy-tileserver/pyproject.toml
PyPI	morecantile	`>=6.2.0,<7`	services/legacy-tileserver/pyproject.toml
PyPI	macrostrat.utils	`>=1.2.0,<2`	services/legacy-tileserver/pyproject.toml
PyPI	macrostrat.tileserver-utils	`—`	services/legacy-tileserver/pyproject.toml
PyPI	sqlalchemy	`>=2.0.43`	services/legacy-tileserver/pyproject.toml
PyPI	fastapi	`>=0.111.0,<0.140`	services/tileserver/pyproject.toml
PyPI	macrostrat.database	`>=4.5,<5`	services/tileserver/pyproject.toml
PyPI	sqlparse	`>=0.5.1,<0.6`	services/tileserver/pyproject.toml
PyPI	macrostrat.utils	`>=1.2.0,<2`	services/tileserver/pyproject.toml
PyPI	pytest	`>=7.2.1,<10`	services/tileserver/pyproject.toml
PyPI	python-dotenv	`>=1.0.0,<2`	services/tileserver/pyproject.toml
PyPI	typer	`>=0.12,<0.27`	services/tileserver/pyproject.toml
PyPI	uvicorn	`>=0.34.2,<0.50`	services/tileserver/pyproject.toml
PyPI	titiler.core	`>=1,<2`	services/tileserver/pyproject.toml
PyPI	httpx	`>=0.27.2,<0.28`	services/tileserver/pyproject.toml
PyPI	mapbox-vector-tile	`>=2.1.0,<3`	services/tileserver/pyproject.toml
PyPI	macrostrat.tileserver-utils	`—`	services/tileserver/pyproject.toml
PyPI	buildpg	`>=0.4,<0.5`	services/tileserver/pyproject.toml
PyPI	asyncpg	`>=0.29,<0.31`	services/tileserver/pyproject.toml
PyPI	orjson	`>=3.9,<4`	services/tileserver/pyproject.toml
PyPI	pydantic-settings	`>=2.0,<3`	services/tileserver/pyproject.toml
PyPI	starlette-cramjam	`>=0.3,<0.5`	services/tileserver/pyproject.toml
PyPI	morecantile	`>=5.0,<8.0`	services/tileserver/pyproject.toml
PyPI	macrostrat.raster_index	`>=0.3.1,<1`	services/tileserver/pyproject.toml
PyPI	macrostrat.raster_layers	`>=0.3.2,<1`	services/tileserver/pyproject.toml
PyPI	pydantic	`>=2.11.7`	services/tileserver/pyproject.toml
PyPI	macrostrat.usage_stats_capture	`—`	services/usage-stats/pyproject.toml
PyPI	celery	`>=5.3,<6`	services/worker/pyproject.toml

All dependencies 612

Full resolved dependency set from the GitHub dependency graph: 244 direct and 368 indirect (transitive) packages. The transitive closure is complete when the repository commits a lockfile.

Registry	Package	Version	Relation
PyPI	aiohttp	`3.13.2`	direct
PyPI	aiohttp	`3.14.1`	direct
PyPI	api	`2.3.5b1`	direct
PyPI	asyncpg	`0.23.0`	direct
PyPI	asyncpg	`0.28.0`	direct
PyPI	asyncpg	`0.30.0`	direct
PyPI	bcrypt	`4.3.0`	direct
PyPI	bcrypt	`5.0.0`	direct
PyPI	beautifulsoup4	`—`	direct
PyPI	beautifulsoup4	`4.12.3`	direct
PyPI	boto3	`—`	direct
PyPI	boto3	`1.43.65`	direct
PyPI	buildpg	`—`	direct
PyPI	buildpg	`0.4`	direct
PyPI	celery	`—`	direct
PyPI	celery	`5.6.3`	direct
PyPI	click	`—`	direct
PyPI	click	`8.1.7`	direct
PyPI	click	`8.1.8`	direct
PyPI	click	`8.2.1`	direct
PyPI	click	`8.3.0`	direct
PyPI	click	`8.3.1`	direct
PyPI	click	`8.3.3`	direct
PyPI	click	`8.4.2`	direct
PyPI	docker	`6.1.3`	direct
PyPI	docker	`7.1.0`	direct
PyPI	docker	`7.2.0`	direct
PyPI	dynaconf	`—`	direct
PyPI	dynaconf	`3.2.12`	direct
PyPI	dynaconf	`3.2.13`	direct
PyPI	dynaconf	`3.2.5`	direct
PyPI	dynaconf	`3.3.2`	direct
PyPI	dynaconf	`3.3.5`	direct
PyPI	fastapi	`—`	direct
PyPI	fastapi	`0.111.1`	direct
PyPI	fastapi	`0.121.3`	direct
PyPI	fastapi	`0.122.1`	direct
PyPI	fastexcel	`0.19.0`	direct
PyPI	fastexcel	`0.20.2`	direct
PyPI	fiona	`1.10.1`	direct
PyPI	fiona	`1.9.6`	direct
PyPI	geojson-pydantic	`1.2.0`	direct
PyPI	geojson-pydantic	`2.1.1`	direct
PyPI	geopandas	`—`	direct
PyPI	geopandas	`0.14.4`	direct
PyPI	geopandas	`1.1.1`	direct
PyPI	geopandas	`1.1.3`	direct
PyPI	geopandas	`1.1.4`	direct
PyPI	greenlet	`3.0.3`	direct
PyPI	greenlet	`3.2.4`	direct
PyPI	greenlet	`3.3.0`	direct
PyPI	greenlet	`3.3.2`	direct
PyPI	greenlet	`3.5.3`	direct
PyPI	greenlet	`3.5.5`	direct
PyPI	httpx	`—`	direct
PyPI	httpx	`0.27.2`	direct
PyPI	httpx	`0.28.1`	direct
PyPI	ipython	`8.24.0`	direct
PyPI	ipython	`8.37.0`	direct
PyPI	ipython	`9.15.0`	direct
PyPI	macrostrat-app-frame	`—`	direct
PyPI	macrostrat-app-frame	`1.2.3`	direct
PyPI	macrostrat-app-frame	`2.2.0`	direct
PyPI	macrostrat-app-frame	`3.0.4`	direct
PyPI	macrostrat-app-frame	`3.1.0`	direct
PyPI	macrostrat-cli	`—`	direct
PyPI	macrostrat-cli	`3.0.0`	direct
PyPI	macrostrat-column-ingestion	`—`	direct
PyPI	macrostrat-column-ingestion	`0.1.0`	direct
PyPI	macrostrat-core	`—`	direct
PyPI	macrostrat-core	`2.0.1`	direct
PyPI	macrostrat-database	`—`	direct
PyPI	macrostrat-database	`3.1.2`	direct
PyPI	macrostrat-database	`3.3.0`	direct
PyPI	macrostrat-database	`3.5.4`	direct
PyPI	macrostrat-database	`4.0.1`	direct
PyPI	macrostrat-database	`4.4.0`	direct
PyPI	macrostrat-database	`4.5.0`	direct
PyPI	macrostrat-database	`4.6.1`	direct
PyPI	macrostrat-dinosaur	`3.2.0`	direct
PyPI	macrostrat-dinosaur	`3.3.0`	direct
PyPI	macrostrat-dinosaur	`4.2.0`	direct
PyPI	macrostrat-integrations	`1.0.0`	direct
PyPI	macrostrat-map-integration	`—`	direct
PyPI	macrostrat-map-integration	`2.0.0`	direct
PyPI	macrostrat-map-topology	`0.1.0`	direct
PyPI	macrostrat-map-utils	`0.0.1`	direct
PyPI	macrostrat-match-utils	`—`	direct
PyPI	macrostrat-match-utils	`0.1.0`	direct
PyPI	macrostrat-radosgw-admin	`0.9.0`	direct
PyPI	macrostrat-raster-index	`0.3.1`	direct
PyPI	macrostrat-raster-layers	`0.3.2`	direct
PyPI	macrostrat-schema-management	`—`	direct
PyPI	macrostrat-schema-management	`1.1.0`	direct
PyPI	macrostrat-tileserver-utils	`0.1.0`	direct
PyPI	macrostrat-usage-stats	`0.1.0`	direct
PyPI	macrostrat-usage-stats-capture	`0.1.0`	direct
PyPI	macrostrat-utils	`—`	direct
PyPI	macrostrat-utils	`1.2.1`	direct
PyPI	macrostrat-utils	`1.3.1`	direct
PyPI	macrostrat-utils	`1.3.2`	direct
PyPI	macrostrat-utils	`1.3.3`	direct
PyPI	macrostrat-worker	`0.0.1`	direct
PyPI	mapboard-topology-manager	`4.0.0`	direct
PyPI	mapboard-topology-manager	`5.0.0`	direct
PyPI	mapbox-vector-tile	`2.2.0`	direct
PyPI	matplotlib	`3.11.0`	direct
PyPI	matplotlib	`3.11.1`	direct
PyPI	minio	`—`	direct
PyPI	minio	`7.2.18`	direct
PyPI	minio	`7.2.20`	direct
PyPI	minio	`7.2.7`	direct
PyPI	morecantile	`—`	direct
PyPI	morecantile	`6.2.0`	direct
PyPI	morecantile	`7.0.2`	direct
PyPI	morecantile	`7.0.3`	direct
PyPI	numpy	`1.26.4`	direct
PyPI	numpy	`2.3.2`	direct
PyPI	numpy	`2.4.3`	direct
PyPI	numpy	`2.4.4`	direct
PyPI	numpy	`2.4.5`	direct
PyPI	numpy	`2.4.6`	direct
PyPI	numpy	`2.5.0`	direct
PyPI	numpy	`2.5.1`	direct
PyPI	numpy	`2.5.2`	direct
PyPI	openpyxl	`3.1.5`	direct
PyPI	orjson	`3.11.9`	direct
PyPI	pandas	`—`	direct
PyPI	pandas	`2.2.2`	direct
PyPI	pandas	`2.3.3`	direct
PyPI	pandas	`3.0.3`	direct
PyPI	paramiko	`3.5.1`	direct
PyPI	pg-activity	`3.6.2`	direct
PyPI	polars	`1.38.1`	direct
PyPI	polars	`1.42.0`	direct
PyPI	polars	`1.42.1`	direct
PyPI	polars	`1.43.2`	direct
PyPI	psycopg	`—`	direct
PyPI	psycopg	`3.3.2`	direct
PyPI	psycopg	`3.3.3`	direct
PyPI	psycopg	`3.3.4`	direct
PyPI	pydantic	`—`	direct
PyPI	pydantic	`2.11.7`	direct
PyPI	pydantic	`2.12.4`	direct
PyPI	pydantic	`2.12.5`	direct
PyPI	pydantic	`2.13.4`	direct
PyPI	pydantic	`2.7.1`	direct
PyPI	pydantic	`2.8.2`	direct
PyPI	pydantic-settings	`2.12.0`	direct
PyPI	pydantic-settings	`2.14.2`	direct
PyPI	pydantic-settings	`2.15.0`	direct
PyPI	pyjwt	`2.10.1`	direct
PyPI	pyjwt	`2.13.0`	direct
PyPI	pylibmagic	`0.5.0`	direct
PyPI	pymysql	`1.1.0`	direct
PyPI	pymysql	`1.1.1`	direct
PyPI	pymysql	`1.1.2`	direct
PyPI	pymysql	`1.2.0`	direct
PyPI	pyogrio	`0.11.1`	direct
PyPI	pyogrio	`0.12.1`	direct
PyPI	pyogrio	`0.7.2`	direct
PyPI	pyproj	`3.6.1`	direct
PyPI	pyproj	`3.7.2`	direct
PyPI	pytest	`—`	direct
PyPI	pytest	`8.4.2`	direct
PyPI	pytest-asyncio	`1.3.0`	direct
PyPI	pytest-asyncio	`1.4.0`	direct
PyPI	python-dotenv	`—`	direct
PyPI	python-dotenv	`1.0.1`	direct
PyPI	python-dotenv	`1.1.1`	direct
PyPI	python-dotenv	`1.2.1`	direct
PyPI	python-dotenv	`1.2.2`	direct
PyPI	python-jose	`3.5.0`	direct
PyPI	python-magic	`0.4.27`	direct
PyPI	python-multipart	`0.0.20`	direct
PyPI	python-multipart	`0.0.9`	direct
PyPI	python-slugify	`8.0.4`	direct
PyPI	pyyaml	`6.0.1`	direct
PyPI	pyyaml	`6.0.2`	direct
PyPI	pyyaml	`6.0.3`	direct
PyPI	requests	`—`	direct
PyPI	requests	`2.31.0`	direct
PyPI	requests	`2.32.5`	direct
PyPI	requests	`2.33.0`	direct
PyPI	requests	`2.34.2`	direct
PyPI	results	`1.4.0`	direct
PyPI	results	`1.4.1772627293`	direct
PyPI	rich	`13.7.1`	direct
PyPI	rich	`13.9.4`	direct
PyPI	rich	`15.0.0`	direct
PyPI	rio-cogeo	`—`	direct
PyPI	scipy	`1.13.0`	direct
PyPI	scipy	`1.17.1`	direct
PyPI	scipy	`1.18.0`	direct
PyPI	setuptools	`75.9.1`	direct
PyPI	setuptools	`78.1.1`	direct
PyPI	setuptools	`80.10.2`	direct
PyPI	setuptools	`80.9.0`	direct
PyPI	shapely	`2.0.4`	direct
PyPI	shapely	`2.1.1`	direct
PyPI	shapely	`2.1.2`	direct
PyPI	spectra	`0.0.11`	direct
PyPI	sqlalchemy	`—`	direct
PyPI	sqlalchemy	`2.0.30`	direct
PyPI	sqlalchemy	`2.0.34`	direct
PyPI	sqlalchemy	`2.0.43`	direct
PyPI	sqlalchemy	`2.0.44`	direct
PyPI	sqlalchemy	`2.0.45`	direct
PyPI	sqlalchemy	`2.0.48`	direct
PyPI	sqlalchemy	`2.0.51`	direct
PyPI	sqlalchemy	`2.0.52`	direct
PyPI	sqlalchemy	`2.0.7`	direct
PyPI	sqlparse	`0.4.4`	direct
PyPI	sqlparse	`0.5.3`	direct
PyPI	sqlparse	`0.5.5`	direct
PyPI	starlette	`—`	direct
PyPI	starlette	`0.37.2`	direct
PyPI	starlette	`0.50.0`	direct
PyPI	starlette-cramjam	`0.4.0`	direct
PyPI	testcontainers	`4.14.2`	direct
PyPI	testcontainers	`4.15.0`	direct
PyPI	tiletanic	`1.1.0`	direct
PyPI	titiler-core	`1.2.1`	direct
PyPI	toml	`—`	direct
PyPI	toml	`0.10.2`	direct
PyPI	tqdm	`4.66.4`	direct
PyPI	tqdm	`4.67.1`	direct
PyPI	tqdm	`4.68.4`	direct
PyPI	truststore	`0.10.4`	direct
PyPI	typer	`—`	direct
PyPI	typer	`0.12.5`	direct
PyPI	typer	`0.23.1`	direct
PyPI	typer	`0.25.1`	direct
PyPI	typer	`0.26.8`	direct
PyPI	typer	`0.9.4`	direct
PyPI	uvicorn	`0.16.0`	direct
PyPI	uvicorn	`0.23.2`	direct
PyPI	uvicorn	`0.34.3`	direct
PyPI	uvicorn	`0.45.0`	direct
PyPI	werkzeug	`3.1.3`	direct
PyPI	werkzeug	`3.1.8`	direct
PyPI	wget	`—`	direct
PyPI	xlsxwriter	`3.2.9`	direct
PyPI	zstandard	`0.25.0`	direct
npm	@turf/random	`^4.2.0`	indirect
npm	@turf/sample	`^4.2.0`	indirect
npm	@turf/within	`^4.2.0`	indirect
npm	async	`^1.4.2`	indirect
npm	async	`^2.5.0`	indirect
npm	carto	`^0.15.2`	indirect
npm	express	`^4.14.0`	indirect
npm	fs-extra	`^0.26.6`	indirect
npm	geojson-bounds	`^1.0.0`	indirect
npm	google-translate-api	`^2.3.0`	indirect
npm	inquirer	`^0.12.0`	indirect
npm	inquirer	`^1.1.2`	indirect
npm	mapnik	`^3.5.0`	indirect
npm	mapnik	`^3.5.14`	indirect
npm	minimist	`^1.2.0`	indirect
npm	mkdirp	`^0.5.1`	indirect
npm	pg	`^4.4.2`	indirect
npm	pg	`^6.0.2`	indirect
npm	portscanner	`^1.0.0`	indirect
npm	progress	`^1.1.8`	indirect
npm	redis	`^2.5.3`	indirect
npm	request	`^2.69.0`	indirect
npm	tile-cover	`^3.0.1`	indirect
npm	tilestrata	`^2.0.1`	indirect
npm	tilestrata	`^2.0.2`	indirect
npm	tilestrata-etag	`^0.1.1`	indirect
npm	tilestrata-mapnik	`^0.4.1`	indirect
npm	tilestrata-vtile	`^0.5.3`	indirect
npm	yamljs	`^0.2.8`	indirect
PyPI	addict	`2.4.0`	indirect
PyPI	affine	`2.4.0`	indirect
PyPI	aiofiles	`23.2.1`	indirect
PyPI	aiofiles	`25.1.0`	indirect
PyPI	aiohappyeyeballs	`2.6.1`	indirect
PyPI	aiohappyeyeballs	`2.7.1`	indirect
PyPI	aiosignal	`1.4.0`	indirect
PyPI	amqp	`5.3.1`	indirect
PyPI	annotated-doc	`0.0.4`	indirect
PyPI	annotated-types	`0.6.0`	indirect
PyPI	annotated-types	`0.7.0`	indirect
PyPI	annotated-types	`0.8.0`	indirect
PyPI	ansicon	`1.89.0`	indirect
PyPI	anyio	`3.7.1`	indirect
PyPI	anyio	`4.10.0`	indirect
PyPI	anyio	`4.11.0`	indirect
PyPI	anyio	`4.12.0`	indirect
PyPI	anyio	`4.13.0`	indirect
PyPI	anyio	`4.14.1`	indirect
PyPI	argon2-cffi	`23.1.0`	indirect
PyPI	argon2-cffi	`25.1.0`	indirect
PyPI	argon2-cffi-bindings	`21.2.0`	indirect
PyPI	argon2-cffi-bindings	`25.1.0`	indirect
PyPI	asgiref	`3.9.1`	indirect
PyPI	astroid	`3.0.3`	indirect
PyPI	astroid	`3.1.0`	indirect
PyPI	astroid	`3.3.11`	indirect
PyPI	asttokens	`2.4.1`	indirect
PyPI	asttokens	`3.0.0`	indirect
PyPI	asttokens	`3.0.1`	indirect
PyPI	async-timeout	`5.0.1`	indirect
PyPI	attrs	`23.2.0`	indirect
PyPI	attrs	`25.3.0`	indirect
PyPI	attrs	`25.4.0`	indirect
PyPI	attrs	`26.1.0`	indirect
PyPI	bandit	`1.7.10`	indirect
PyPI	bandit	`1.8.6`	indirect
PyPI	billiard	`4.2.4`	indirect
PyPI	black	`24.10.0`	indirect
PyPI	black	`24.4.2`	indirect
PyPI	black	`24.8.0`	indirect
PyPI	blessed	`1.44.0`	indirect
PyPI	blessed	`1.47.0`	indirect
PyPI	boto	`2.49.0`	indirect
PyPI	botocore	`1.43.65`	indirect
PyPI	cachetools	`6.2.0`	indirect
PyPI	cachetools	`7.1.7`	indirect
PyPI	certifi	`2024.2.2`	indirect
PyPI	certifi	`2025.11.12`	indirect
PyPI	certifi	`2025.8.3`	indirect
PyPI	certifi	`2026.2.25`	indirect
PyPI	certifi	`2026.6.17`	indirect
PyPI	certifi	`2026.7.22`	indirect
PyPI	cffi	`1.16.0`	indirect
PyPI	cffi	`2.0.0`	indirect
PyPI	cffi	`2.1.0`	indirect
PyPI	cffi	`2.1.1`	indirect
PyPI	cfgv	`3.4.0`	indirect
PyPI	charset-normalizer	`3.3.2`	indirect
PyPI	charset-normalizer	`3.4.4`	indirect
PyPI	charset-normalizer	`3.4.6`	indirect
PyPI	charset-normalizer	`3.4.9`	indirect
PyPI	click-didyoumean	`0.3.1`	indirect
PyPI	click-plugins	`1.1.1`	indirect
PyPI	click-plugins	`1.1.1.2`	indirect
PyPI	click-repl	`0.3.0`	indirect
PyPI	cligj	`0.7.2`	indirect
PyPI	color-operations	`0.2.0`	indirect
PyPI	colorama	`0.4.6`	indirect
PyPI	colorlog	`6.10.1`	indirect
PyPI	colorlog	`6.12.0`	indirect
PyPI	colorlog	`6.8.2`	indirect
PyPI	colorlog	`6.9.0`	indirect
PyPI	colormath	`3.0.0`	indirect
PyPI	contourpy	`1.3.3`	indirect
PyPI	cramjam	`2.9.1`	indirect
PyPI	criticalmaas-ta1-geopackage	`0.2.1`	indirect
PyPI	cryptography	`46.0.3`	indirect
PyPI	cryptography	`49.0.0`	indirect
PyPI	cycler	`0.12.1`	indirect
PyPI	decorator	`5.1.1`	indirect
PyPI	decorator	`5.2.1`	indirect
PyPI	decorator	`5.3.1`	indirect
PyPI	dill	`0.4.0`	indirect
PyPI	distlib	`0.4.0`	indirect
PyPI	dnspython	`2.7.0`	indirect
PyPI	docutils	`0.21.2`	indirect
PyPI	dparse	`0.6.4`	indirect
PyPI	ecdsa	`0.19.1`	indirect
PyPI	ecdsa	`0.19.2`	indirect
PyPI	email-validator	`2.3.0`	indirect
PyPI	et-xmlfile	`2.0.0`	indirect
PyPI	exceptiongroup	`1.3.0`	indirect
PyPI	executing	`2.0.1`	indirect
PyPI	executing	`2.2.1`	indirect
PyPI	fastapi-cli	`0.0.7`	indirect
PyPI	filelock	`3.20.0`	indirect
PyPI	fonttools	`4.63.0`	indirect
PyPI	frozenlist	`1.8.0`	indirect
PyPI	gdal	`—`	indirect
PyPI	gdal	`3.12.0.post1`	indirect
PyPI	gdal	`3.12.1`	indirect
PyPI	gdal	`3.13.1`	indirect
PyPI	geoalchemy2	`0.14.7`	indirect
PyPI	geoalchemy2	`0.15.2`	indirect
PyPI	geoalchemy2	`0.20.0`	indirect
PyPI	geojson	`3.1.0`	indirect
PyPI	geojson	`3.2.0`	indirect
PyPI	geojson	`3.3.0`	indirect
PyPI	gprof2dot	`2025.4.14`	indirect
PyPI	h11	`0.16.0`	indirect
PyPI	hatchling	`—`	indirect
PyPI	htpheno-radosgw-admin-client	`0.8.2`	indirect
PyPI	httpcore	`1.0.9`	indirect
PyPI	httptools	`0.3.0`	indirect
PyPI	httptools	`0.6.4`	indirect
PyPI	humanize	`4.11.0`	indirect
PyPI	identify	`2.6.15`	indirect
PyPI	idna	`3.10`	indirect
PyPI	idna	`3.11`	indirect
PyPI	idna	`3.18`	indirect
PyPI	idna	`3.7`	indirect
PyPI	iniconfig	`2.1.0`	indirect
PyPI	iniconfig	`2.3.0`	indirect
PyPI	ipython-pygments-lexers	`1.1.1`	indirect
PyPI	isort	`5.13.2`	indirect
PyPI	jedi	`0.19.1`	indirect
PyPI	jedi	`0.19.2`	indirect
PyPI	jedi	`0.20.0`	indirect
PyPI	jinja2	`3.1.6`	indirect
PyPI	jinxed	`2.0.4`	indirect
PyPI	jinxed	`2.1.0`	indirect
PyPI	jmespath	`1.1.0`	indirect
PyPI	kiwisolver	`1.5.0`	indirect
PyPI	kombu	`5.6.2`	indirect
PyPI	macrostrat-map-staging	`0.0.1`	indirect
PyPI	macrostrat-package-tools	`—`	indirect
PyPI	macrostrat-system	`0.1.0`	indirect
PyPI	macrostrat-tileserver	`3.1.2`	indirect
PyPI	markdown-it-py	`3.0.0`	indirect
PyPI	markdown-it-py	`4.0.0`	indirect
PyPI	markdown-it-py	`4.2.0`	indirect
PyPI	markupsafe	`3.0.2`	indirect
PyPI	markupsafe	`3.0.3`	indirect
PyPI	matplotlib-inline	`0.1.7`	indirect
PyPI	matplotlib-inline	`0.2.1`	indirect
PyPI	matplotlib-inline	`0.2.2`	indirect
PyPI	mccabe	`0.7.0`	indirect
PyPI	mdurl	`0.1.2`	indirect
PyPI	migra	`3.0.1663481299`	indirect
PyPI	multidict	`6.7.0`	indirect
PyPI	multidict	`6.7.1`	indirect
PyPI	mypy	`1.10.1`	indirect
PyPI	mypy	`1.18.2`	indirect
PyPI	mypy	`1.6.1`	indirect
PyPI	mypy-extensions	`1.0.0`	indirect
PyPI	mypy-extensions	`1.1.0`	indirect
PyPI	networkx	`3.3`	indirect
PyPI	networkx	`3.6.1`	indirect
PyPI	nodeenv	`1.9.1`	indirect
PyPI	numexpr	`2.11.0`	indirect
PyPI	numexpr	`2.14.2`	indirect
PyPI	packaging	`21.3`	indirect
PyPI	packaging	`24.0`	indirect
PyPI	packaging	`24.1`	indirect
PyPI	packaging	`24.2`	indirect
PyPI	packaging	`25.0`	indirect
PyPI	packaging	`26.3`	indirect
PyPI	parso	`0.8.4`	indirect
PyPI	parso	`0.8.5`	indirect
PyPI	parso	`0.8.7`	indirect
PyPI	pathspec	`0.12.1`	indirect
PyPI	pathspec	`1.1.1`	indirect
PyPI	pexpect	`4.9.0`	indirect
PyPI	pillow	`12.2.0`	indirect
PyPI	pillow	`12.3.0`	indirect
PyPI	platformdirs	`4.11.3`	indirect
PyPI	platformdirs	`4.2.2`	indirect
PyPI	platformdirs	`4.4.0`	indirect
PyPI	platformdirs	`4.5.0`	indirect
PyPI	pluggy	`1.6.0`	indirect
PyPI	polars-runtime-32	`1.38.1`	indirect
PyPI	polars-runtime-32	`1.42.0`	indirect
PyPI	polars-runtime-32	`1.42.1`	indirect
PyPI	polars-runtime-32	`1.43.2`	indirect
PyPI	portforward	`0.6.1`	indirect
PyPI	pre-commit	`3.7.1`	indirect
PyPI	prompt-toolkit	`3.0.43`	indirect
PyPI	prompt-toolkit	`3.0.52`	indirect
PyPI	propcache	`0.4.1`	indirect
PyPI	propcache	`0.5.2`	indirect
PyPI	protobuf	`6.32.0`	indirect
PyPI	psutil	`7.2.2`	indirect
PyPI	psycopg-binary	`3.3.2`	indirect
PyPI	psycopg-binary	`3.3.4`	indirect
PyPI	psycopg-pool	`3.3.0`	indirect
PyPI	psycopg-pool	`3.3.1`	indirect
PyPI	psycopg2	`2.9.12`	indirect
PyPI	psycopg2	`2.9.9`	indirect
PyPI	psycopg2-binary	`2.9.11`	indirect
PyPI	psycopg2-binary	`2.9.9`	indirect
PyPI	ptyprocess	`0.7.0`	indirect
PyPI	pure-eval	`0.2.2`	indirect
PyPI	pure-eval	`0.2.3`	indirect
PyPI	pyasn1	`0.6.1`	indirect
PyPI	pyasn1	`0.6.4`	indirect
PyPI	pyclipper	`1.3.0.post6`	indirect
PyPI	pycparser	`2.22`	indirect
PyPI	pycparser	`2.23`	indirect
PyPI	pycparser	`3.0`	indirect
PyPI	pycryptodome	`3.20.0`	indirect
PyPI	pycryptodome	`3.23.0`	indirect
PyPI	pydantic-core	`2.18.2`	indirect
PyPI	pydantic-core	`2.20.1`	indirect
PyPI	pydantic-core	`2.33.2`	indirect
PyPI	pydantic-core	`2.41.5`	indirect
PyPI	pydantic-core	`2.46.4`	indirect
PyPI	pygeos	`0.14`	indirect
PyPI	pygments	`2.18.0`	indirect
PyPI	pygments	`2.19.2`	indirect
PyPI	pygments	`2.20.0`	indirect
PyPI	pylint	`3.0.4`	indirect
PyPI	pylint	`3.1.1`	indirect
PyPI	pylint	`3.3.9`	indirect
PyPI	pynacl	`1.6.1`	indirect
PyPI	pynacl	`1.6.2`	indirect
PyPI	pyparsing	`3.2.3`	indirect
PyPI	pyparsing	`3.2.5`	indirect
PyPI	pyparsing	`3.3.2`	indirect
PyPI	pystac	`1.13.0`	indirect
PyPI	pystac	`1.15.2`	indirect
PyPI	pystac-core	`1.15.2`	indirect
PyPI	pystac-ext-classification	`2.0.0`	indirect
PyPI	pystac-ext-datacube	`2.2.0`	indirect
PyPI	pystac-ext-eo	`1.1.0`	indirect
PyPI	pystac-ext-file	`2.1.0`	indirect
PyPI	pystac-ext-grid	`1.1.0`	indirect
PyPI	pystac-ext-item-assets	`1.0.0`	indirect
PyPI	pystac-ext-label	`1.0.1`	indirect
PyPI	pystac-ext-mgrs	`1.0.0`	indirect
PyPI	pystac-ext-mlm	`1.4.0`	indirect
PyPI	pystac-ext-pointcloud	`1.0.0`	indirect
PyPI	pystac-ext-projection	`2.0.0`	indirect
PyPI	pystac-ext-raster	`1.1.0`	indirect
PyPI	pystac-ext-render	`2.0.0`	indirect
PyPI	pystac-ext-sar	`1.0.0`	indirect
PyPI	pystac-ext-sat	`1.0.0`	indirect
PyPI	pystac-ext-scientific	`1.0.0`	indirect
PyPI	pystac-ext-storage	`2.0.0`	indirect
PyPI	pystac-ext-table	`1.2.0`	indirect
PyPI	pystac-ext-timestamps	`1.1.0`	indirect
PyPI	pystac-ext-version	`1.2.0`	indirect
PyPI	pystac-ext-view	`1.0.0`	indirect
PyPI	pystac-ext-xarray-assets	`1.0.0`	indirect
PyPI	pytest-profiling	`1.8.1`	indirect
PyPI	python-dateutil	`2.9.0.post0`	indirect
PyPI	pytz	`2024.1`	indirect
PyPI	pytz	`2025.2`	indirect
PyPI	pywin32	`306`	indirect
PyPI	pywin32	`311`	indirect
PyPI	pywin32	`312`	indirect
PyPI	radosgw-admin	`1.7.2`	indirect
PyPI	rasterio	`1.4.3`	indirect
PyPI	rasterio	`1.5.0`	indirect
PyPI	redis	`6.4.0`	indirect
PyPI	requests-aws4auth	`1.3.2`	indirect
PyPI	rgwadmin	`2.4.6`	indirect
PyPI	rich-toolkit	`0.15.1`	indirect
PyPI	rio-tiler	`8.0.9`	indirect
PyPI	rsa	`4.9.1`	indirect
PyPI	ruamel-yaml	`0.18.16`	indirect
PyPI	ruamel-yaml-clib	`0.2.15`	indirect
PyPI	ruff	`0.16.4`	indirect
PyPI	s3transfer	`0.19.2`	indirect
PyPI	safety	`2.3.5`	indirect
PyPI	schemainspect	`3.1.1663587362`	indirect
PyPI	shellingham	`1.5.4`	indirect
PyPI	simplejson	`3.20.1`	indirect
PyPI	simplejson	`4.1.1`	indirect
PyPI	six	`1.16.0`	indirect
PyPI	six	`1.17.0`	indirect
PyPI	snakeviz	`—`	indirect
PyPI	snakeviz	`2.2.2`	indirect
PyPI	sniffio	`1.3.1`	indirect
PyPI	soupsieve	`2.5`	indirect
PyPI	sqlalchemy-utils	`0.41.2`	indirect
PyPI	sqlalchemy-utils	`0.42.1`	indirect
PyPI	sqlbag	`0.1.1617247075`	indirect
PyPI	stack-data	`0.6.3`	indirect
PyPI	stevedore	`5.5.0`	indirect
PyPI	stevedore	`5.6.0`	indirect
PyPI	text-unidecode	`1.3`	indirect
PyPI	tileserver-stats	`0.1.0`	indirect
PyPI	titiler-mosaic	`1.2.1`	indirect
PyPI	tomli	`2.2.1`	indirect
PyPI	tomlkit	`0.13.3`	indirect
PyPI	toposort	`1.10`	indirect
PyPI	tornado	`6.5.4`	indirect
PyPI	traitlets	`5.14.3`	indirect
PyPI	traitlets	`5.15.1`	indirect
PyPI	types-beautifulsoup4	`4.12.0.20250516`	indirect
PyPI	types-html5lib	`1.1.11.20251014`	indirect
PyPI	types-requests	`2.31.0.20240406`	indirect
PyPI	typing-extensions	`4.11.0`	indirect
PyPI	typing-extensions	`4.12.2`	indirect
PyPI	typing-extensions	`4.15.0`	indirect
PyPI	typing-extensions	`4.16.0`	indirect
PyPI	typing-inspection	`0.4.1`	indirect
PyPI	typing-inspection	`0.4.2`	indirect
PyPI	typing-inspection	`0.4.4`	indirect
PyPI	tzdata	`2024.1`	indirect
PyPI	tzdata	`2025.2`	indirect
PyPI	tzdata	`2025.3`	indirect
PyPI	tzdata	`2026.2`	indirect
PyPI	tzdata	`2026.3`	indirect
PyPI	tzlocal	`5.4.4`	indirect
PyPI	urllib3	`2.2.1`	indirect
PyPI	urllib3	`2.5.0`	indirect
PyPI	urllib3	`2.6.2`	indirect
PyPI	urllib3	`2.6.3`	indirect
PyPI	urllib3	`2.7.0`	indirect
PyPI	usage-stats	`0.1.0`	indirect
PyPI	usage-stats-service	`0.1.0`	indirect
PyPI	uvloop	`0.21.0`	indirect
PyPI	vine	`5.1.0`	indirect
PyPI	virtualenv	`20.35.4`	indirect
PyPI	watchfiles	`1.1.0`	indirect
PyPI	watchgod	`0.8.2`	indirect
PyPI	wcwidth	`0.2.13`	indirect
PyPI	wcwidth	`0.2.14`	indirect
PyPI	wcwidth	`0.8.1`	indirect
PyPI	wcwidth	`0.8.2`	indirect
PyPI	websocket-client	`1.8.0`	indirect
PyPI	websockets	`15.0.1`	indirect
PyPI	wrapt	`2.1.2`	indirect
PyPI	wrapt	`2.2.2`	indirect
PyPI	wrapt	`2.3.0`	indirect
PyPI	yarl	`1.22.0`	indirect
PyPI	yarl	`1.24.2`	indirect

Dependency advisories 67

This repository publishes no package the index resolves, so its own dependency graph was assessed — 547 packages, which also include development and test pins that never ship: 67 carry known advisories, of which 34 are direct. 65 could not be assessed — no resolved version, an unsupported ecosystem, or beyond the reported package list.

Package	Version	Relation	Severity	Advisories	Fixed in
aiohttp	`3.13.2`	direct	critical	64	`3.14.3`
fiona	`1.9.6`	direct	critical	2	`1.10b2`
pymysql	`1.1.0`	direct	critical	2	`1.1.1`
anyio	`3.7.1`	indirect	critical	2	`4.14.2`
anyio	`4.10.0`	indirect	critical	2	`4.14.2`
anyio	`4.11.0`	indirect	critical	2	`4.14.2`
anyio	`4.12.0`	indirect	critical	2	`4.14.2`
anyio	`4.13.0`	indirect	critical	2	`4.14.2`
anyio	`4.14.1`	indirect	critical	3	`4.14.2`
black	`24.10.0`	indirect	critical	3	`26.3.1`
black	`24.4.2`	indirect	critical	3	`26.3.1`
black	`24.8.0`	indirect	critical	3	`26.3.1`
cryptography	`46.0.3`	indirect	critical	13	`50.0.0`
pillow	`12.2.0`	indirect	critical	26	`12.3.0`
click	`8.1.7`	direct	high	1	`8.3.3`
click	`8.1.8`	direct	high	1	`8.3.3`
click	`8.2.1`	direct	high	1	`8.3.3`
click	`8.3.0`	direct	high	1	`8.3.3`
click	`8.3.1`	direct	high	1	`8.3.3`
dynaconf	`3.2.12`	direct	high	2	`3.2.13`
dynaconf	`3.2.5`	direct	high	2	`3.2.13`
geopandas	`0.14.4`	direct	high	2	`1.1.2`
geopandas	`1.1.1`	direct	high	2	`1.1.2`
pyjwt	`2.10.1`	direct	high	13	`2.13.0`
python-multipart	`0.0.20`	direct	high	14	`0.0.31`
python-multipart	`0.0.9`	direct	high	16	`0.0.31`
setuptools	`75.9.1`	direct	high	4	`83.0.0`
sqlparse	`0.4.4`	direct	high	13	`0.6.0`
sqlparse	`0.5.3`	direct	high	11	`0.6.0`
sqlparse	`0.5.5`	direct	high	10	`0.6.0`
starlette	`0.37.2`	direct	high	14	`1.3.1`
starlette	`0.50.0`	direct	high	10	`1.3.1`
certifi	`2024.2.2`	indirect	high	2	`2024.7.4`
ecdsa	`0.19.1`	indirect	high	4	`0.19.2`
ecdsa	`0.19.2`	indirect	high	2	—
gdal	`3.12.0.post1`	indirect	high	10	`3.13.0RC1`
gdal	`3.12.1`	indirect	high	10	`3.13.0RC1`
protobuf	`6.32.0`	indirect	high	2	`6.33.5`
pyasn1	`0.6.1`	indirect	high	10	`0.6.4`
soupsieve	`2.5`	indirect	high	6	`2.9.0`
tornado	`6.5.4`	indirect	high	15	`6.5.8`
urllib3	`2.2.1`	indirect	high	14	`2.7.0`
urllib3	`2.5.0`	indirect	high	8	`2.7.0`
urllib3	`2.6.2`	indirect	high	6	`2.7.0`
urllib3	`2.6.3`	indirect	high	4	`2.7.0`
aiohttp	`3.14.1`	direct	moderate	6	`3.14.3`
pydantic-settings	`2.12.0`	direct	moderate	1	`2.14.2`
pytest	`8.4.2`	direct	moderate	2	`9.0.3`
python-dotenv	`1.0.1`	direct	moderate	2	`1.2.2`
python-dotenv	`1.1.1`	direct	moderate	2	`1.2.2`
python-dotenv	`1.2.1`	direct	moderate	2	`1.2.2`
requests	`2.31.0`	direct	moderate	6	`2.33.0`
requests	`2.32.5`	direct	moderate	2	`2.33.0`
setuptools	`78.1.1`	direct	moderate	2	`83.0.0`
setuptools	`80.10.2`	direct	moderate	2	`83.0.0`
setuptools	`80.9.0`	direct	moderate	2	`83.0.0`
werkzeug	`3.1.3`	direct	moderate	6	`3.1.6`
cryptography	`49.0.0`	indirect	moderate	2	`50.0.0`
filelock	`3.20.0`	indirect	moderate	4	`3.20.3`
idna	`3.10`	indirect	moderate	2	`3.15`
idna	`3.11`	indirect	moderate	2	`3.15`
idna	`3.7`	indirect	moderate	2	`3.15`
pynacl	`1.6.1`	indirect	moderate	2	`3.6.1`
virtualenv	`20.35.4`	indirect	moderate	2	`20.36.1`
paramiko	`3.5.1`	direct	low	2	—
pygments	`2.18.0`	indirect	low	2	`2.20.0`
pygments	`2.19.2`	indirect	low	2	`2.20.0`

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

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

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

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