Public record
Software health reportschema 0.34.0 · metrics 2.10.0 · 2026-09-16 22:03 UTC

dagster-io / dagster

An orchestration platform for the development, production, and observation of data assets.

Python · TypeScriptApache-2.0★ 16,162 stars⑂ 2,293 forkssince Apr 2018View on GitHub ↗
KindNetwork serviceLibraryCommand-line toolWeb interfacePluginhow this is determined
#data-pipelines#dagster#workflow#data-science#workflow-automation#python#scheduler#data-orchestrator#etl#analytics#data-engineering#mlops#orchestration#data-integration#metadata

dagster-io/dagster holds a health index of 98 out of 100, placing it in the Exceptional band. It scores highest on Vitality (100/100) and lowest on Security (50/100). It was last updated today. 8 contributors account for most of its recent work.

98
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.

98
Exceptional93-100The record's top tier (≈ top 5%); essentially all checked criteria met
Excellent80-92Strong across the board; minor gaps
Good65-79Healthy; gaps are limited and manageable
Moderate50-64Acceptable with notable gaps; review recommended
Weak35-49Material weaknesses across several areas
At Risk20-34Significant weaknesses; adoption warrants caution
Critical1-19Severe problems (abandoned, single-maintainer, no hygiene)
VitalityCommunity &AdoptionSustainability &GovernanceEngineeringQualitySecurityAI Readiness

Score profile

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

The weighted overall 88 is calibrated to 98 on the published index scale (record calibration 2026-08-02).

Ownership

DagsterOrganization · verified domain
601 followers67 public repossince Jun 2018

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

Package ecosystems

RegistryPackageVersionDownloads / moVersionsLast publish
PyPIdagit1.13.23315,5807180 days ago
npm@dagster-io/eslint-config2.0.058121267 days ago
npm@dagster-io/ui-components1.4.12,12810210 days ago
PyPIdagster1.13.238,699,5917430 days ago
PyPIautomationpoints to another repo — not scored0.6.1325254768 days ago

Metrics by category

Vitality

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

100Exceptional · 21% of overall

Development activity

100Exceptional
How it's scored
36/36Push recency — last push 0 days ago
36/36Commit cadence — 52/52 weeks with commits
18/18Commit volume — 2,594 commits in the last year
0/10OpenSSF Scorecard: Maintained — no data
Inputs used
commits_last_year2,594
human_commit_share0.99
days_since_last_push0
active_weeks_last_year52

Release discipline

100Exceptional
How it's scored
27/27Ships releases — 100 releases published
36/36Release recency — latest release 0 days ago
27/27Release cadence — a release every ~6.9 days
0/10OpenSSF Scorecard: Signed-Releases — no data
Inputs used
releases_count100
latest_release_tag1.13.23
releases_from_tagsno
days_since_latest_release0
mean_days_between_releases6.9

Community & Adoption

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

96Exceptional · 17% of overall

Popularity & adoption

97Exceptional
How it's scored
60/60Stars — 16,162 stars
25/25Forks — 2,293 forks
12.2/15Watchers — 160 watchers
Inputs used
forks2,293
stars16,162
watchers160
growth_stateorganic
growth_factor_pct100

Community health

92Excellent
How it's scored
22.5/22.5README
22.5/22.5License — recognized license (Apache-2.0)
18/18CONTRIBUTING guide
13.5/13.5Code of conduct
0/7.2Issue template
6.3/6.3PR template
Inputs used
has_readmeyes
has_licenseyes
readme_badges0
has_contributingyes
has_issue_templateno
has_code_of_conductyes
readme_badge_services—
has_pull_request_templateyes

Ecosystem adoption (downloads)

100Exceptional
How it's scored
80/80Monthly downloads — 9,015,171 downloads/month across pypi
0/20Registry dependents — not reported by this ecosystem
Inputs used
packagesdagit, dagster
dependents—
ecosystemspypi
total_downloads—
monthly_downloads9,015,171
unverified_packages_excluded@dagster-io/eslint-config, @dagster-io/ui-components
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?

92Excellent · 23% of overall

Maintainer resilience (bus factor)

98Exceptional
How it's scored
54/54Bus factor — 8 contributor(s) cover half of all commits
20.4/22.5Commit distribution — top contributor authored 10% of commits
13.5/13.5Contributor breadth — 97 contributors
0/10OpenSSF Scorecard: Contributors — no data
Inputs used
bus_factor8
contributors_sampled97
top_contributor_share0.095

Issue & PR responsiveness

77Good
How it's scored
31.8/42Issue resolution — 76% of issues closed
25/30PR acceptance — 19,168/22,991 decided PRs merged
8.7/13Newcomer PR acceptance — 4/6 first-time contributors' PRs merged in 30d
0/15OpenSSF Scorecard: Code-Review — no data
Inputs used
merged_prs19,168
open_issues2,075
closed_issues6,415
prs_merged_7d3
prs_decided_7d12
prs_merged_30d4
prs_decided_30d19
issue_closed_ratio0.756
closed_unmerged_prs3,823
first_time_authors_30d6
first_time_prs_merged_30d4
first_time_prs_decided_30d6

Ownership & stewardship

95Exceptional
How it's scored
30/30Ownership backing — organization-owned
20/20Verified domain
20/25Owner reach — 601 followers of dagster-io
25/25Track record — 67 public repos, account ~8 yr old
Inputs used
followers601
owner_typeOrganization
is_verifiedyes
owner_logindagster-io
public_repos67
account_age_days3,023

Package maintenance

100Exceptional
How it's scored
25/25Published & resolvable — 4 package(s) on npm, pypi
35/35Publish recency — latest publish 0 days ago
20/20Version history — 743 published versions
20/20Not deprecated — active, not deprecated or yanked
Inputs used
packagesdagit, @dagster-io/eslint-config, @dagster-io/ui-components, dagster
ecosystemsnpm, pypi
any_deprecatedno
min_days_since_publish0

Engineering Quality

Are baseline engineering and documentation practices in place?

91Excellent · 19% of overall

Engineering practices

92Excellent
How it's scored
24/24CI workflows — 6 workflow(s)
24/24Tests present
16/16Linter config — .eslintrc.js, eslint.config.js, eslint.config.mjs, pyproject.toml ([tool.ruff]), ruff.toml, tox.ini
9.6/9.6Pre-commit hooks
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — no data
Inputs used
has_ciyes
has_testsyes
has_editorconfigno
has_linter_configyes
has_precommit_configyes

Documentation

90Excellent
How it's scored
30/30README
25/25Documentation directory
15/15Documentation / homepage site — https://dagster.io
10/10Repository description
10/10Topics — 15 topics
0/10Wiki
Inputs used
topicsdata-pipelines, dagster, workflow, data-science, workflow-automation, python, scheduler, data-orchestrator, etl, analytics, data-engineering, mlops, orchestration, data-integration, metadata
has_wikino
homepagehttps://dagster.io
docs_sitehttps://dagster.io
has_readmeyes
has_docs_diryes
has_descriptionyes

Security

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

50Moderate · 16% of overall

Security posture

50Moderate
How it's scored
0/30Security policy (SECURITY.md)
25/25Dependabot config
25/25Dependency lockfiles — Cargo.lock, package-lock.json, uv.lock, yarn.lock
0/20CodeQL workflow
Inputs used
sourcefile_signals
lockfilesCargo.lock, package-lock.json, uv.lock, yarn.lock
manifestsdocs/package.json, docs/pyproject.toml, examples/pyproject.toml, js_modules/package.json, js_modules/pyproject.toml, pyproject.toml
has_codeql_workflowno
has_security_policyno
has_dependabot_configyes

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.

96Exceptional · 4% of overall

Agent context & guidance

100Exceptional
How it's scored
45/45Agent instructions — CLAUDE.md, docs/CLAUDE.md, docs/docs/integrations/libraries/gemini.md, examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/CLAUDE.md, js_modules/claude.md, python_modules/automation/automation/dagster_dev/CLAUDE.md, python_modules/dagster/dagster_tests/declarative_automation_tests/automation_condition_tests/builtins/CLAUDE.md, python_modules/libraries/dagster-dg-cli/dagster_dg_cli/cli/scaffold/branch/CLAUDE.md
15/15Machine-readable docs (llms.txt) — llms.txt served by the project website (https://dagster.io/llms.txt)
40/40Legible commit history — 99 of 99 human commits state their intent (structured subject or explanatory body)
Inputs used
has_llms_txtyes
llms_txt_urlhttps://dagster.io/llms.txt
legible_history_share1
agent_instruction_filesCLAUDE.md, docs/CLAUDE.md, docs/docs/integrations/libraries/gemini.md, examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/CLAUDE.md, js_modules/claude.md, python_modules/automation/automation/dagster_dev/CLAUDE.md, python_modules/dagster/dagster_tests/declarative_automation_tests/automation_condition_tests/builtins/CLAUDE.md, python_modules/libraries/dagster-dg-cli/dagster_dg_cli/cli/scaffold/branch/CLAUDE.md
agent_instruction_max_bytes9,786

Verify loop (build / test / typecheck)

97Exceptional
How it's scored
18/18One-command bootstrap — docs/Makefile, docs/sphinx/Makefile, docs/sphinx/_ext/sphinx-mdx-builder/Makefile, examples/airlift-federation-tutorial/Makefile, examples/airlift-migration-tutorial/Makefile, examples/airlift-mwaa-example/Makefile, examples/docs_projects/project_dagster_modal_pipes/Makefile, examples/experimental/sling_decorator/Makefile, examples/project_fully_featured/Makefile, examples/starlift-demo/Makefile, examples/use_case_repository/Makefile, js_modules/Makefile, justfile, python_modules/automation/Makefile, python_modules/dagster/dagster/_core/definitions/antlr_asset_selection/Makefile, python_modules/libraries/dagster-airlift/kitchen-sink/Makefile, python_modules/libraries/dagster-airlift/perf-harness/Makefile, python_modules/libraries/dagster-dbt/kitchen-sink/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/agent_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/asset_check_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/asset_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/deployment_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/job_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/run_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/schedule_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/secret_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/sensor_tests/Makefile, python_modules/libraries/dagster-hightouch/Makefile, python_modules/libraries/dagster-pandas/dagster_pandas/examples/pandas_hello_world/Makefile
22/22Automated tests
11/11Lint / format config — .eslintrc.js, eslint.config.js, eslint.config.mjs, pyproject.toml ([tool.ruff]), ruff.toml, tox.ini
11/11Static type checking — .buildkite/buildkite-shared/buildkite_shared/py.typed, .buildkite/dagster-buildkite/dagster_buildkite/py.typed, docs/sphinx/_ext/dagster-sphinx/dagster_sphinx/py.typed, docs/sphinx/_ext/sphinx-click/sphinx_click/py.typed, docs/tsconfig.json, examples/airlift-federation-tutorial/airlift_federation_tutorial/py.typed, examples/airlift-migration-tutorial/tutorial_example/py.typed, examples/airlift-mwaa-example/mwaa_example/py.typed, examples/assets_dbt_python/assets_dbt_python/py.typed, examples/assets_dynamic_partitions/assets_dynamic_partitions/py.typed, examples/assets_modern_data_stack/assets_modern_data_stack/py.typed, examples/assets_pandas_pyspark/assets_pandas_pyspark/py.typed, examples/assets_pandas_type_metadata/assets_pandas_type_metadata/py.typed, examples/assets_smoke_test/assets_smoke_test/py.typed, examples/deploy_k8s/py.typed, examples/development_to_production/development_to_production/py.typed, examples/docs_snippets/docs_snippets/py.typed, examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/dg/test_creating_dg_plugin/my-library/src/my_library/py.typed, examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/dg/test_migrating_project/my-existing-project-pip/my_existing_project/py.typed, examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/dg/test_migrating_project/my-existing-project-uv/my_existing_project/py.typed, examples/experimental/assets_yaml_dsl/assets_yaml_dsl/py.typed, examples/experimental/dagster-airlift/examples/dbt-example/py.typed, examples/experimental/dagster-airlift/examples/kitchen-sink/py.typed, examples/experimental/external_assets/external_assets/py.typed, examples/feature_graph_backed_assets/feature_graph_backed_assets/py.typed, examples/oss-metadata-to-plus/oss_metadata_to_plus/py.typed, examples/project_analytics/dagster_pypi/py.typed, examples/project_fully_featured/project_fully_featured/py.typed, examples/quickstart_etl/src/quickstart_etl/py.typed, examples/starlift-demo/dbt_example/py.typed, examples/tutorial_notebook_assets/tutorial_finished/py.typed, examples/use_case_repository/use_case_repository/py.typed, examples/with_great_expectations/with_great_expectations/py.typed, examples/with_openai/with_openai/py.typed, examples/with_pyspark/with_pyspark/py.typed, examples/with_pyspark_emr/with_pyspark_emr/py.typed, examples/with_wandb/with_wandb/py.typed, helm/dagster/schema/schema/py.typed, integration_tests/python_modules/dagster-k8s-test-infra/dagster_k8s_test_infra/py.typed, integration_tests/test_suites/dagster-azure-live-tests/azure_test_proj/py.typed, js_modules/app-oss/tsconfig.json, js_modules/dg-docs-components/tsconfig.json, js_modules/ui-components/tsconfig.json, js_modules/ui-core/tsconfig.json, python_modules/automation/automation/py.typed, python_modules/dagit/dagit/py.typed, python_modules/dagster-cloud/dagster_cloud/py.typed, python_modules/dagster-graphql/dagster_graphql/py.typed, python_modules/dagster-pipes/dagster_pipes/py.typed, python_modules/dagster-test/dagster_test/py.typed, python_modules/dagster-webserver/dagster_webserver/py.typed, python_modules/dagster/dagster/components/py.typed, python_modules/dagster/dagster/py.typed, python_modules/libraries/create-dagster/create_dagster/py.typed, python_modules/libraries/dagster-airbyte/dagster_airbyte/py.typed, python_modules/libraries/dagster-airflow/dagster_airflow/py.typed, python_modules/libraries/dagster-airlift/dagster_airlift/py.typed, python_modules/libraries/dagster-airlift/kitchen-sink/kitchen_sink/py.typed, python_modules/libraries/dagster-airlift/perf-harness/perf_harness/py.typed, python_modules/libraries/dagster-aws/dagster_aws/py.typed, python_modules/libraries/dagster-azure/dagster_azure/py.typed, python_modules/libraries/dagster-celery-docker/dagster_celery_docker/py.typed, python_modules/libraries/dagster-celery-k8s/dagster_celery_k8s/py.typed, python_modules/libraries/dagster-celery/dagster_celery/py.typed, python_modules/libraries/dagster-census/dagster_census/py.typed, python_modules/libraries/dagster-clickhouse-pandas/dagster_clickhouse_pandas/py.typed, python_modules/libraries/dagster-clickhouse-polars/dagster_clickhouse_polars/py.typed, python_modules/libraries/dagster-clickhouse/dagster_clickhouse/py.typed, python_modules/libraries/dagster-cloud-cli/dagster_cloud_cli/py.typed, python_modules/libraries/dagster-dask/dagster_dask/py.typed, python_modules/libraries/dagster-databricks/dagster_databricks/py.typed, python_modules/libraries/dagster-datadog/dagster_datadog/py.typed, python_modules/libraries/dagster-datahub/dagster_datahub/py.typed, python_modules/libraries/dagster-dbt/dagster_dbt/py.typed, python_modules/libraries/dagster-dbt/kitchen-sink/dagster_dbt_cloud_kitchen_sink/py.typed, python_modules/libraries/dagster-deltalake-pandas/dagster_deltalake_pandas/py.typed, python_modules/libraries/dagster-deltalake-polars/dagster_deltalake_polars/py.typed, python_modules/libraries/dagster-deltalake/dagster_deltalake/py.typed, python_modules/libraries/dagster-dg-cli/dagster_dg_cli/py.typed, python_modules/libraries/dagster-dg-core/dagster_dg_core/py.typed, python_modules/libraries/dagster-dlt/dagster_dlt/py.typed, python_modules/libraries/dagster-docker/dagster_docker/py.typed, python_modules/libraries/dagster-duckdb-pandas/dagster_duckdb_pandas/py.typed, python_modules/libraries/dagster-duckdb-polars/dagster_duckdb_polars/py.typed, python_modules/libraries/dagster-duckdb-pyspark/dagster_duckdb_pyspark/py.typed, python_modules/libraries/dagster-duckdb/dagster_duckdb/py.typed, python_modules/libraries/dagster-fivetran/dagster_fivetran/py.typed, python_modules/libraries/dagster-gcp-pandas/dagster_gcp_pandas/py.typed, python_modules/libraries/dagster-gcp-pyspark/dagster_gcp_pyspark/py.typed, python_modules/libraries/dagster-gcp/dagster_gcp/py.typed, python_modules/libraries/dagster-ge/dagster_ge/py.typed, python_modules/libraries/dagster-github/dagster_github/py.typed, python_modules/libraries/dagster-hightouch/dagster_hightouch/py.typed, python_modules/libraries/dagster-k8s/dagster_k8s/py.typed, python_modules/libraries/dagster-looker/dagster_looker/py.typed, python_modules/libraries/dagster-managed-elements/dagster_managed_elements/py.typed, python_modules/libraries/dagster-mlflow/dagster_mlflow/py.typed, python_modules/libraries/dagster-msteams/dagster_msteams/py.typed, python_modules/libraries/dagster-mysql/dagster_mysql/py.typed, python_modules/libraries/dagster-omni/dagster_omni/py.typed, python_modules/libraries/dagster-openai/dagster_openai/py.typed, python_modules/libraries/dagster-pagerduty/dagster_pagerduty/py.typed, python_modules/libraries/dagster-pandas/dagster_pandas/py.typed, python_modules/libraries/dagster-pandera/dagster_pandera/py.typed, python_modules/libraries/dagster-papertrail/dagster_papertrail/py.typed, python_modules/libraries/dagster-polytomic/dagster_polytomic/py.typed, python_modules/libraries/dagster-postgres/dagster_postgres/py.typed, python_modules/libraries/dagster-powerbi/dagster_powerbi/py.typed, python_modules/libraries/dagster-prefect/dagster_prefect/py.typed, python_modules/libraries/dagster-prometheus/dagster_prometheus/py.typed, python_modules/libraries/dagster-pyspark/dagster_pyspark/py.typed, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/py.typed, python_modules/libraries/dagster-shared/dagster_shared/py.typed, python_modules/libraries/dagster-sigma/dagster_sigma/py.typed, python_modules/libraries/dagster-slack/dagster_slack/py.typed, python_modules/libraries/dagster-sling/dagster_sling/py.typed, python_modules/libraries/dagster-snowflake-pandas/dagster_snowflake_pandas/py.typed, python_modules/libraries/dagster-snowflake-polars/dagster_snowflake_polars/py.typed, python_modules/libraries/dagster-snowflake-pyspark/dagster_snowflake_pyspark/py.typed, python_modules/libraries/dagster-snowflake/dagster_snowflake/py.typed, python_modules/libraries/dagster-soda/dagster_soda/py.typed, python_modules/libraries/dagster-spark/dagster_spark/py.typed, python_modules/libraries/dagster-ssh/dagster_ssh/py.typed, python_modules/libraries/dagster-tableau/dagster_tableau/py.typed, python_modules/libraries/dagster-twilio/dagster_twilio/py.typed, python_modules/libraries/dagster-wandb/dagster_wandb/py.typed, python_modules/libraries/dagstermill/dagstermill/py.typed
10/10Reproducible environment — Dockerfile, lockfile
10/10Demonstrated agent practice — 22 of the last 100 commits agent-authored or agent-credited
5/8Automated maintenance — dependency automation configured, none observed in the sampled commits
0/10OpenSSF Scorecard: Pinned-Dependencies — no data
Inputs used
has_nixno
has_testsyes
lockfilesCargo.lock, package-lock.json, uv.lock, yarn.lock
has_dockerfileyes
typed_languageno
bootstrap_filesdocs/Makefile, docs/sphinx/Makefile, docs/sphinx/_ext/sphinx-mdx-builder/Makefile, examples/airlift-federation-tutorial/Makefile, examples/airlift-migration-tutorial/Makefile, examples/airlift-mwaa-example/Makefile, examples/docs_projects/project_dagster_modal_pipes/Makefile, examples/experimental/sling_decorator/Makefile, examples/project_fully_featured/Makefile, examples/starlift-demo/Makefile, examples/use_case_repository/Makefile, js_modules/Makefile, justfile, python_modules/automation/Makefile, python_modules/dagster/dagster/_core/definitions/antlr_asset_selection/Makefile, python_modules/libraries/dagster-airlift/kitchen-sink/Makefile, python_modules/libraries/dagster-airlift/perf-harness/Makefile, python_modules/libraries/dagster-dbt/kitchen-sink/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/agent_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/asset_check_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/asset_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/deployment_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/job_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/run_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/schedule_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/secret_tests/Makefile, python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/sensor_tests/Makefile, python_modules/libraries/dagster-hightouch/Makefile, python_modules/libraries/dagster-pandas/dagster_pandas/examples/pandas_hello_world/Makefile
has_devcontainerno
has_linter_configyes
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agent_commit_share0.22
toolchain_manifestsexamples/docs_snippets/docs_snippets/integrations/external_pipelines/dagster_pipes/scalaspark/build.gradle, examples/experimental/external_assets/pipes/rust_check/Cargo.toml
dependency_bot_commit_share0

Code legibility for models

82Excellent
How it's scored
27/45Type-checkable code — Python with type-check config (.buildkite/buildkite-shared/buildkite_shared/py.typed, .buildkite/dagster-buildkite/dagster_buildkite/py.typed, docs/sphinx/_ext/dagster-sphinx/dagster_sphinx/py.typed, docs/sphinx/_ext/sphinx-click/sphinx_click/py.typed, docs/tsconfig.json, examples/airlift-federation-tutorial/airlift_federation_tutorial/py.typed, examples/airlift-migration-tutorial/tutorial_example/py.typed, examples/airlift-mwaa-example/mwaa_example/py.typed, examples/assets_dbt_python/assets_dbt_python/py.typed, examples/assets_dynamic_partitions/assets_dynamic_partitions/py.typed, examples/assets_modern_data_stack/assets_modern_data_stack/py.typed, examples/assets_pandas_pyspark/assets_pandas_pyspark/py.typed, examples/assets_pandas_type_metadata/assets_pandas_type_metadata/py.typed, examples/assets_smoke_test/assets_smoke_test/py.typed, examples/deploy_k8s/py.typed, examples/development_to_production/development_to_production/py.typed, 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54.5/55Manageable file sizes — 69/7,810 source files over 60KB
Inputs used
primary_languagePython
largest_source_bytes3,405,728
source_files_sampled7,810
oversized_source_files69

Machine-readable interfaces

100Exceptional
How it's scored
40/40API schema (OpenAPI/GraphQL/proto) — examples/docs_snippets/docs_snippets/deployment/dagster_plus/access/rbac/audit-logs.graphql, js_modules/ui-core/src/graphql/schema.graphql, python_modules/dagster-cloud/dagster_cloud/pex/grpc/protos/multi_pex_api.proto, python_modules/dagster-graphql/dagster_graphql_tests/execute.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_GET_REPO_LOCATIONS_NAMES_AND_PIPELINES_QUERY/0.11.4-2021_04_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_GET_REPO_LOCATIONS_NAMES_AND_PIPELINES_QUERY/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/0.11.4-2021_04_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/1!0+dev-2024_01_02.graphql, 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python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/dev-2021_06_23.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUNS_JOB_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUN_JOB_MUTATION/0+dev-2022_05_02.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUN_JOB_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster/dagster/_grpc/protos/dagster_api.proto, python_modules/libraries/dagster-dg-cli/dagster_dg_cli/cli/plus/schema.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/agent.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/alert_policy.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/asset.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/asset_check.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/code_location.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/compute_log.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/deployment.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/issue.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/job.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/launch.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/metrics.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/organization.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/run.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/run_event.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/schedule.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/secret.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/sensor.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/tick.graphql
20/20MCP server
40/40Runnable examples — example, examples, notebooks, sample
Inputs used
example_dirsexample, examples, notebooks, sample
has_mcp_signalyes
api_schema_filesexamples/docs_snippets/docs_snippets/deployment/dagster_plus/access/rbac/audit-logs.graphql, js_modules/ui-core/src/graphql/schema.graphql, python_modules/dagster-cloud/dagster_cloud/pex/grpc/protos/multi_pex_api.proto, python_modules/dagster-graphql/dagster_graphql_tests/execute.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_GET_REPO_LOCATIONS_NAMES_AND_PIPELINES_QUERY/0.11.4-2021_04_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_GET_REPO_LOCATIONS_NAMES_AND_PIPELINES_QUERY/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/0.11.4-2021_04_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/1!0+dev-2024_01_02.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/dev-2021_05_10.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/CLIENT_SUBMIT_PIPELINE_RUN_MUTATION/dev-2021_10_20.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/GET_PIPELINE_RUN_STATUS_QUERY/0.11.4-2021_04_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/GET_PIPELINE_RUN_STATUS_QUERY/1!0+dev-2024_01_02.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/GET_PIPELINE_RUN_STATUS_QUERY/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/GET_PIPELINE_RUN_STATUS_QUERY/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/GET_PIPELINE_RUN_STATUS_QUERY/dev-2021_10_20.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/RELOAD_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/RELOAD_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/RELOAD_REPOSITORY_LOCATION_MUTATION/dev-2021_05_25.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/SHUTDOWN_REPOSITORY_LOCATION_MUTATION/dev-2021_06_23.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUNS_JOB_MUTATION/1!0+dev-2024_05_16.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUN_JOB_MUTATION/0+dev-2022_05_02.graphql, python_modules/dagster-graphql/dagster_graphql_tests/graphql/client_backcompat/query_snapshots/TERMINATE_RUN_JOB_MUTATION/1!0+dev-2024_02_12.graphql, python_modules/dagster/dagster/_grpc/protos/dagster_api.proto, python_modules/libraries/dagster-dg-cli/dagster_dg_cli/cli/plus/schema.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/agent.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/alert_policy.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/asset.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/asset_check.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/code_location.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/compute_log.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/deployment.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/issue.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/job.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/launch.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/metrics.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/organization.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/run.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/run_event.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/schedule.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/secret.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/sensor.graphql, python_modules/libraries/dagster-rest-resources/dagster_rest_resources/queries/tick.graphql
interfaces_expected_ofnetwork-service

Key facts

16,162GitHub stars
97contributors
2,594commits, last 12 months
0days since last push
100releases
8bus factor
2,075open issues
npm, PyPIpackage ecosystems

Data collection warnings

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • Star history carried forward from 2026-07-21: GitHub restricted the stargazers API to repository admins, so it can no longer be collected. The repository has 16162 stars today.
  • Could not fetch pypi package 'dagster-js-modules-tox' from its registry
  • Could not fetch pypi package 'ty-master' from its registry
  • Could not fetch pypi package 'dagster-ui-components-tox' from its registry
  • pypi package 'automation' points at a different repository (https://github.com/dustinfarris/automation); excluded from ecosystem scoring
  • Could not fetch pypi package 'buildkite-shared' from its registry
  • GitHub dependency-graph SBOM request failed: GitHub API error 500 for /repos/dagster-io/dagster/dependency-graph/sbom
  • deps.dev does not index pypi:dagster@1.13.23; advisories assessed against the repository dependency graph instead
  • OpenSSF Scorecard did not return a usable result (killed by SIGKILL — most likely the container's memory limit); skipping Scorecard checks

More detail

Star and fork history 15,873 ★ / 2,293 ⇿
15,873Stars
2,293Forks
99Releases

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.

Star history is shown as collected on 2026-07-21. GitHub restricted the stargazers API to repository administrators in July 2026, so this series can no longer be extended; the current star total above remains live.

04,0008,00012,00016,00015,8732,293362024-082025-092026-09
Major 0Minor 5Patch 94

Each point covers 2 days.

Direct dependencies 326
RegistryPackageVersion constraintManifest
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PyPIpytz—python_modules/dagster/pyproject.toml
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PyPIsix—python_modules/dagster/pyproject.toml
PyPItabulate—python_modules/dagster/pyproject.toml
PyPItomli<3python_modules/dagster/pyproject.toml
PyPItqdm<5python_modules/dagster/pyproject.toml
PyPItzdata—python_modules/dagster/pyproject.toml
PyPIstructlog—python_modules/dagster/pyproject.toml
PyPIsqlalchemy>=1.0,<3python_modules/dagster/pyproject.toml
PyPItoposort>=1.0python_modules/dagster/pyproject.toml
PyPIwatchdog>=0.8.3,<7python_modules/dagster/pyproject.toml
PyPIpsutil>=1.0python_modules/dagster/pyproject.toml
PyPIpywin32!=226python_modules/dagster/pyproject.toml
PyPIdocstring-parser—python_modules/dagster/pyproject.toml
PyPIuniversal_pathlib—python_modules/dagster/pyproject.toml
PyPIuniversal_pathlib>=0.2.0python_modules/dagster/pyproject.toml
PyPIrich—python_modules/dagster/pyproject.toml
PyPIfilelock—python_modules/dagster/pyproject.toml
PyPIdagster-pipes==1!0+devpython_modules/dagster/pyproject.toml
PyPIdagster-shared==1!0+devpython_modules/dagster/pyproject.toml
PyPIantlr4-python3-runtime<4.14python_modules/dagster/pyproject.toml
PyPIdagster-helm—ty/master/pyproject.toml
PyPIdagster-k8s-test-infra—ty/master/pyproject.toml
PyPIautomation—ty/master/pyproject.toml
PyPIdagit—ty/master/pyproject.toml
PyPIdagster—ty/master/pyproject.toml
PyPIdagster-graphql—ty/master/pyproject.toml
PyPIdagster-pipes—ty/master/pyproject.toml
PyPIdagster-sphinx—ty/master/pyproject.toml
PyPIdagster-test—ty/master/pyproject.toml
PyPIdagster-webserver—ty/master/pyproject.toml
PyPIcreate-dagster—ty/master/pyproject.toml
PyPIdagster-airbyte—ty/master/pyproject.toml
PyPIdagster-airflow—ty/master/pyproject.toml
PyPIdagster-airlift—ty/master/pyproject.toml
PyPIdagster-aws—ty/master/pyproject.toml
PyPIdagster-azure—ty/master/pyproject.toml
PyPIdagster-celery—ty/master/pyproject.toml
PyPIdagster-celery-docker—ty/master/pyproject.toml
PyPIdagster-celery-k8s—ty/master/pyproject.toml
PyPIdagster-census—ty/master/pyproject.toml
PyPIdagster-clickhouse—ty/master/pyproject.toml
PyPIdagster-clickhouse-pandas—ty/master/pyproject.toml
PyPIdagster-clickhouse-polars—ty/master/pyproject.toml
PyPIdagster-cloud-cli—ty/master/pyproject.toml
PyPIdagster-dask—ty/master/pyproject.toml
PyPIdagster-databricks—ty/master/pyproject.toml
PyPIdagster-datadog—ty/master/pyproject.toml
PyPIdagster-datahub—ty/master/pyproject.toml
PyPIdagster-dbt—ty/master/pyproject.toml
PyPIdagster-deltalake—ty/master/pyproject.toml
PyPIdagster-deltalake-pandas—ty/master/pyproject.toml
PyPIdagster-deltalake-polars—ty/master/pyproject.toml
PyPIdagster-dg-cli—ty/master/pyproject.toml
PyPIdagster-dg-core—ty/master/pyproject.toml
PyPIdagster-dlt—ty/master/pyproject.toml
PyPIdagster-docker—ty/master/pyproject.toml
PyPIdagster-duckdb—ty/master/pyproject.toml
PyPIdagster-duckdb-pandas—ty/master/pyproject.toml
PyPIdagster-duckdb-polars—ty/master/pyproject.toml
PyPIdagster-duckdb-pyspark—ty/master/pyproject.toml
PyPIdagster-fivetran—ty/master/pyproject.toml
PyPIdagster-gcp—ty/master/pyproject.toml
PyPIdagster-gcp-pandas—ty/master/pyproject.toml
PyPIdagster-gcp-pyspark—ty/master/pyproject.toml
PyPIdagster-ge—ty/master/pyproject.toml
PyPIdagster-github—ty/master/pyproject.toml
PyPIdagster-k8s—ty/master/pyproject.toml
PyPIdagster-looker—ty/master/pyproject.toml
PyPIdagster-managed-elements—ty/master/pyproject.toml
PyPIdagster-mlflow—ty/master/pyproject.toml
PyPIdagster-msteams—ty/master/pyproject.toml
PyPIdagster-mysql—ty/master/pyproject.toml
PyPIdagster-openai—ty/master/pyproject.toml
PyPIdagster-pagerduty—ty/master/pyproject.toml
PyPIdagster-pandas—ty/master/pyproject.toml
PyPIdagster-pandera—ty/master/pyproject.toml
PyPIdagster-papertrail—ty/master/pyproject.toml
PyPIdagster-polytomic—ty/master/pyproject.toml
PyPIdagster-postgres—ty/master/pyproject.toml
PyPIdagster-powerbi—ty/master/pyproject.toml
PyPIdagster-prometheus—ty/master/pyproject.toml
PyPIdagster-pyspark—ty/master/pyproject.toml
PyPIdagster-rest-resources—ty/master/pyproject.toml
PyPIdagster-shared—ty/master/pyproject.toml
PyPIdagster-sigma—ty/master/pyproject.toml
PyPIdagster-slack—ty/master/pyproject.toml
PyPIdagster-sling—ty/master/pyproject.toml
PyPIdagster-snowflake—ty/master/pyproject.toml
PyPIdagster-snowflake-pandas—ty/master/pyproject.toml
PyPIdagster-snowflake-polars—ty/master/pyproject.toml
PyPIdagster-snowflake-pyspark—ty/master/pyproject.toml
PyPIdagster-soda—ty/master/pyproject.toml
PyPIdagster-spark—ty/master/pyproject.toml
PyPIdagster-ssh—ty/master/pyproject.toml
PyPIdagster-tableau—ty/master/pyproject.toml
PyPIdagster-twilio—ty/master/pyproject.toml
PyPIdagster-wandb—ty/master/pyproject.toml
PyPIdagstermill—ty/master/pyproject.toml
PyPIkitchen-sink—ty/master/pyproject.toml
PyPIperf-harness—ty/master/pyproject.toml
PyPIdagster-dbt-cloud-kitchen-sink—ty/master/pyproject.toml
PyPIdagster-anthropic—ty/master/pyproject.toml
PyPIdagster-chroma—ty/master/pyproject.toml
PyPIdagster-gemini—ty/master/pyproject.toml
PyPIdagster-qdrant—ty/master/pyproject.toml
PyPIdagster-weaviate—ty/master/pyproject.toml
PyPIwordcloud—ty/master/pyproject.toml
PyPIaioresponses—ty/master/pyproject.toml
PyPIpandas-gbq—ty/master/pyproject.toml
PyPIgcp-storage-emulator—ty/master/pyproject.toml
PyPIrequests-mock—ty/master/pyproject.toml
PyPIairlift-federation-tutorial—ty/master/pyproject.toml
PyPIairlift-migration-tutorial—ty/master/pyproject.toml
PyPIairlift-mwaa-example—ty/master/pyproject.toml
PyPIassets_dynamic_partitions—ty/master/pyproject.toml
PyPIassets_pandas_pyspark—ty/master/pyproject.toml
PyPIassets_pandas_type_metadata—ty/master/pyproject.toml
PyPIassets_smoke_test—ty/master/pyproject.toml
PyPIdata-quality-patterns—ty/master/pyproject.toml
PyPIdatabricks-delta—ty/master/pyproject.toml
PyPIdeploy-docker—ty/master/pyproject.toml
PyPIdeploy-ecs—ty/master/pyproject.toml
PyPIdevelopment_to_production—ty/master/pyproject.toml
PyPIdocs_snippets—ty/master/pyproject.toml
PyPIfeature_graph_backed_assets—ty/master/pyproject.toml
PyPIingestion-patterns—ty/master/pyproject.toml
PyPIproject_fully_featured—ty/master/pyproject.toml
PyPIproject_multi_tenant—ty/master/pyproject.toml
PyPIsnowflake-medallion—ty/master/pyproject.toml
PyPIstarlift-demo—ty/master/pyproject.toml
PyPItutorial_notebook_assets—ty/master/pyproject.toml
PyPIuse_case_repository—ty/master/pyproject.toml
PyPIwith_great_expectations—ty/master/pyproject.toml
PyPIwith_openai—ty/master/pyproject.toml
PyPIwith_pyspark—ty/master/pyproject.toml
PyPIwith_pyspark_emr—ty/master/pyproject.toml
PyPIwith_wandb—ty/master/pyproject.toml
PyPIdagster-snowflake-ai—ty/master/pyproject.toml
PyPIetl_tutorial—ty/master/pyproject.toml
PyPIproject_ask_ai_dagster—ty/master/pyproject.toml
PyPIproject_atproto_dashboard—ty/master/pyproject.toml
PyPIproject_components_pdf_extraction—ty/master/pyproject.toml
PyPIproject_dagster_modal_pipes—ty/master/pyproject.toml
PyPIproject_datastage—ty/master/pyproject.toml
PyPIproject_dbt—ty/master/pyproject.toml
PyPIproject_elt_pipeline—ty/master/pyproject.toml
PyPIproject_llm_fine_tune—ty/master/pyproject.toml
PyPIproject_mini—ty/master/pyproject.toml
PyPIproject_ml—ty/master/pyproject.toml
PyPIproject_multi_workspace_databricks—ty/master/pyproject.toml
PyPIproject_prompt_eng—ty/master/pyproject.toml
PyPIassets_yaml_dsl—ty/master/pyproject.toml
PyPIexternal_assets—ty/master/pyproject.toml
PyPIsling_decorator—ty/master/pyproject.toml
PyPIapache-airflow>2.7ty/master/pyproject.toml
PyPItypes-sqlalchemy==1.4.53.34ty/master/pyproject.toml
PyPIfastapi>=0.115.6ty/master/pyproject.toml
PyPItypes-setuptools==80.9.0.20250822ty/master/pyproject.toml
PyPIclickhouse-driver==0.2.9ty/master/pyproject.toml
PyPItestcontainers==4.9.1ty/master/pyproject.toml
PyPImlflow>=3.11.1ty/master/pyproject.toml
PyPIpydantic>=2.13.3ty/master/pyproject.toml
PyPIcssutils>=2.15ty/master/pyproject.toml
PyPIstarlette>=1.0ty/master/pyproject.toml
All dependencies not collected

The resolved dependency set could not be collected for this report: GitHub dependency-graph SBOM request failed: GitHub API error 500 for /repos/dagster-io/dagster/dependency-graph/sbom

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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.

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