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| og:image:alt | CLI to manage your datacontract.yaml files. Contribute to DylanRodgers98/datacontract-cli development by creating an account on GitHub. |
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| turbo-body-classes | logged-out env-production page-responsive |
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| ui-target | full |
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| color-scheme | light dark |
| Skip to content | https://github.com/DylanRodgers98/datacontract-cli#start-of-content |
| https://github.com/ |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FDylanRodgers98%2Fdatacontract-cli |
| GitHubRepository hosting, code review, and collaboration | https://github.com/platform |
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| Code QualityQuality analysis, fixes, and enforcement | https://github.com/features/code-quality |
| CodespacesCloud development environments | https://github.com/features/codespaces |
| Code SecurityVulnerability detection and remediation | https://github.com/security/advanced-security/code-security |
| Secret ProtectionSecret scanning and leak prevention | https://github.com/security/advanced-security/secret-protection |
| All Features | https://github.com/features |
| Documentation | https://docs.github.com/en |
| Training | https://learn.github.com/skills |
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| Build with Copilot | https://github.com/features/ai |
| Customize Copilot | https://docs.github.com/en/copilot/how-tos/copilot-on-github/customize-copilot/customize-copilot-overview |
| Integrations | https://github.com/marketplace |
| Trending repos | https://github.com/trending |
| GitHub Sponsors | https://github.com/open-source/sponsors |
| Developer articles | https://github.com/resources/articles |
| ChangelogYour source for the latest features, improvements, and fixes across GitHub products, all in one place. | https://github.blog/changelog/ |
| Enterprises | https://github.com/enterprise |
| Team | https://github.com/team |
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| Government | https://github.com/solutions/industry/government |
| See all industries | https://github.com/solutions/industry |
| Why GitHub | https://github.com/why-github |
| Customer Stories | https://github.com/customer-stories |
| Business insights | https://github.com/solutions/executive-insights |
| Trust Center | https://github.com/trust-center |
| GitHub Advanced SecurityEnterprise-grade code security | https://github.com/security/advanced-security |
| Copilot for businessEnterprise-grade AI features | https://github.com/features/copilot/copilot-business |
| Premium SupportEnterprise-grade 24/7 support | https://github.com/enterprise/premium-support |
| Documentation | https://docs.github.com/en |
| Resource center | https://github.com/resources |
| Blog | https://github.blog/ |
| Events & webinars | https://github.com/resources/events |
| Community Forum | https://github.com/orgs/community/discussions |
| Customer Stories | https://github.com/customer-stories |
| Integrations | https://github.com/marketplace |
| Customer support | https://help.github.com/ |
| Training | https://learn.github.com/skills |
| GitHub Status | https://www.githubstatus.com/ |
| About | https://github.com/about |
| Partners | https://github.com/partners |
| Changelog | https://github.blog/changelog/ |
| GitHub UniverseThe event for developers, by developers — talks, workshops, and what’s next for GitHub. | https://githubuniverse.com/ |
| Pricing | https://github.com/pricing |
| Sign in | https://github.com/login?return_to=https%3A%2F%2Fgithub.com%2FDylanRodgers98%2Fdatacontract-cli |
| Sign up | https://github.com/signup?ref_cta=Sign+up&ref_loc=header+logged+out&ref_page=%2F%3Cuser-name%3E%2F%3Crepo-name%3E&source=header-repo&source_repo=DylanRodgers98%2Fdatacontract-cli |
| Reload | https://github.com/DylanRodgers98/datacontract-cli |
| Reload | https://github.com/DylanRodgers98/datacontract-cli |
| Reload | https://github.com/DylanRodgers98/datacontract-cli |
| DylanRodgers98 | https://github.com/DylanRodgers98 |
| datacontract-cli | https://github.com/DylanRodgers98/datacontract-cli |
| Code | https://github.com/DylanRodgers98/datacontract-cli |
| Pull requests | https://github.com/DylanRodgers98/datacontract-cli/pulls |
| Actions | https://github.com/DylanRodgers98/datacontract-cli/actions |
| Projects | https://github.com/DylanRodgers98/datacontract-cli/projects |
| Security and quality | https://github.com/DylanRodgers98/datacontract-cli/security |
| Insights | https://github.com/DylanRodgers98/datacontract-cli/pulse |
| https://github.com/DylanRodgers98/datacontract-cli |
| datacontract-cli | https://github.com/DylanRodgers98/datacontract-cli |
| datacontract/datacontract-cli | https://github.com/datacontract/datacontract-cli |
| Notifications | https://github.com/login?return_to=%2FDylanRodgers98%2Fdatacontract-cli |
| Fork0 (0) | https://github.com/login?return_to=%2FDylanRodgers98%2Fdatacontract-cli |
| Star0 (0) | https://github.com/login?return_to=%2FDylanRodgers98%2Fdatacontract-cli |
| cli.datacontract.com | https://cli.datacontract.com |
| Readme | https://github.com/DylanRodgers98/datacontract-cli#readme-ov-file |
| License | https://github.com/DylanRodgers98/datacontract-cli#License-1-ov-file |
| Activity | https://github.com/DylanRodgers98/datacontract-cli/activity |
| 0 forks | https://github.com/DylanRodgers98/datacontract-cli/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FDylanRodgers98%2Fdatacontract-cli&report=DylanRodgers98+%28user%29 |
| Branches | https://github.com/DylanRodgers98/datacontract-cli/branches |
| Tags | https://github.com/DylanRodgers98/datacontract-cli/tags |
| https://github.com/DylanRodgers98/datacontract-cli/branches |
| https://github.com/DylanRodgers98/datacontract-cli/tags |
| 1,000 Commits | https://github.com/DylanRodgers98/datacontract-cli/commits/main/ |
| https://github.com/DylanRodgers98/datacontract-cli/commits/main/ |
| .github | https://github.com/DylanRodgers98/datacontract-cli/tree/main/.github |
| .github | https://github.com/DylanRodgers98/datacontract-cli/tree/main/.github |
| _layouts | https://github.com/DylanRodgers98/datacontract-cli/tree/main/_layouts |
| _layouts | https://github.com/DylanRodgers98/datacontract-cli/tree/main/_layouts |
| datacontract | https://github.com/DylanRodgers98/datacontract-cli/tree/main/datacontract |
| datacontract | https://github.com/DylanRodgers98/datacontract-cli/tree/main/datacontract |
| tests | https://github.com/DylanRodgers98/datacontract-cli/tree/main/tests |
| tests | https://github.com/DylanRodgers98/datacontract-cli/tree/main/tests |
| .editorconfig | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.editorconfig |
| .editorconfig | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.editorconfig |
| .gitignore | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.gitignore |
| .gitignore | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.gitignore |
| .pre-commit-config.yaml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.pre-commit-config.yaml |
| .pre-commit-config.yaml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.pre-commit-config.yaml |
| .pre-commit-hooks.yaml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.pre-commit-hooks.yaml |
| .pre-commit-hooks.yaml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/.pre-commit-hooks.yaml |
| CHANGELOG.md | https://github.com/DylanRodgers98/datacontract-cli/blob/main/CHANGELOG.md |
| CHANGELOG.md | https://github.com/DylanRodgers98/datacontract-cli/blob/main/CHANGELOG.md |
| CNAME | https://github.com/DylanRodgers98/datacontract-cli/blob/main/CNAME |
| CNAME | https://github.com/DylanRodgers98/datacontract-cli/blob/main/CNAME |
| Dockerfile | https://github.com/DylanRodgers98/datacontract-cli/blob/main/Dockerfile |
| Dockerfile | https://github.com/DylanRodgers98/datacontract-cli/blob/main/Dockerfile |
| LICENSE | https://github.com/DylanRodgers98/datacontract-cli/blob/main/LICENSE |
| LICENSE | https://github.com/DylanRodgers98/datacontract-cli/blob/main/LICENSE |
| MANIFEST.in | https://github.com/DylanRodgers98/datacontract-cli/blob/main/MANIFEST.in |
| MANIFEST.in | https://github.com/DylanRodgers98/datacontract-cli/blob/main/MANIFEST.in |
| README.md | https://github.com/DylanRodgers98/datacontract-cli/blob/main/README.md |
| README.md | https://github.com/DylanRodgers98/datacontract-cli/blob/main/README.md |
| _config.yml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/_config.yml |
| _config.yml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/_config.yml |
| datacontractcli.png | https://github.com/DylanRodgers98/datacontract-cli/blob/main/datacontractcli.png |
| datacontractcli.png | https://github.com/DylanRodgers98/datacontract-cli/blob/main/datacontractcli.png |
| docker-compose.yml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/docker-compose.yml |
| docker-compose.yml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/docker-compose.yml |
| favicon.png | https://github.com/DylanRodgers98/datacontract-cli/blob/main/favicon.png |
| favicon.png | https://github.com/DylanRodgers98/datacontract-cli/blob/main/favicon.png |
| pyproject.toml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/pyproject.toml |
| pyproject.toml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/pyproject.toml |
| release | https://github.com/DylanRodgers98/datacontract-cli/blob/main/release |
| release | https://github.com/DylanRodgers98/datacontract-cli/blob/main/release |
| update_help.py | https://github.com/DylanRodgers98/datacontract-cli/blob/main/update_help.py |
| update_help.py | https://github.com/DylanRodgers98/datacontract-cli/blob/main/update_help.py |
| README | https://github.com/DylanRodgers98/datacontract-cli |
| License | https://github.com/DylanRodgers98/datacontract-cli |
| https://github.com/DylanRodgers98/datacontract-cli#data-contract-cli |
|
| https://github.com/datacontract/datacontract-cli/actions/workflows/ci.yaml?query=branch%3Amain |
|
| https://github.com/datacontract/datacontract-cli |
| https://datacontract.com/slack |
| Data Contract Specification | https://datacontract.com/ |
| ODCS | https://bitol-io.github.io/open-data-contract-standard/latest/ |
| https://github.com/DylanRodgers98/datacontract-cli/blob/main/datacontractcli.png |
| https://github.com/DylanRodgers98/datacontract-cli#getting-started |
| https://datacontract.com/examples/orders-latest/datacontract.yaml | https://datacontract.com/examples/orders-latest/datacontract.yaml |
| pip | https://pip.pypa.io/en/stable/getting-started/ |
| Docker image | https://github.com/DylanRodgers98/datacontract-cli#docker |
| formats | https://github.com/DylanRodgers98/datacontract-cli#format |
| HTML export | https://datacontract.com/examples/orders-latest/datacontract.html |
| https://github.com/DylanRodgers98/datacontract-cli#usage |
| https://github.com/DylanRodgers98/datacontract-cli#programmatic-python |
| https://github.com/DylanRodgers98/datacontract-cli#installation |
| https://github.com/DylanRodgers98/datacontract-cli#pip |
| https://github.com/DylanRodgers98/datacontract-cli#pipx |
| https://github.com/DylanRodgers98/datacontract-cli#docker |
| https://github.com/DylanRodgers98/datacontract-cli#optional-dependencies |
| https://github.com/DylanRodgers98/datacontract-cli#documentation |
| init | https://github.com/DylanRodgers98/datacontract-cli#init |
| lint | https://github.com/DylanRodgers98/datacontract-cli#lint |
| test | https://github.com/DylanRodgers98/datacontract-cli#test |
| export | https://github.com/DylanRodgers98/datacontract-cli#export |
| import | https://github.com/DylanRodgers98/datacontract-cli#import |
| breaking | https://github.com/DylanRodgers98/datacontract-cli#breaking |
| changelog | https://github.com/DylanRodgers98/datacontract-cli#changelog |
| diff | https://github.com/DylanRodgers98/datacontract-cli#diff |
| catalog | https://github.com/DylanRodgers98/datacontract-cli#catalog |
| publish | https://github.com/DylanRodgers98/datacontract-cli#publish |
| serve | https://github.com/DylanRodgers98/datacontract-cli#serve |
| https://github.com/DylanRodgers98/datacontract-cli#init |
| https://github.com/DylanRodgers98/datacontract-cli#lint |
| https://github.com/DylanRodgers98/datacontract-cli#test |
| s3 | https://github.com/DylanRodgers98/datacontract-cli#S3 |
| bigquery | https://github.com/DylanRodgers98/datacontract-cli#bigquery |
| azure | https://github.com/DylanRodgers98/datacontract-cli#azure |
| sqlserver | https://github.com/DylanRodgers98/datacontract-cli#sqlserver |
| databricks | https://github.com/DylanRodgers98/datacontract-cli#databricks |
| databricks (programmatic) | https://github.com/DylanRodgers98/datacontract-cli#databricks-programmatic |
| dataframe (programmatic) | https://github.com/DylanRodgers98/datacontract-cli#dataframe-programmatic |
| snowflake | https://github.com/DylanRodgers98/datacontract-cli#snowflake |
| kafka | https://github.com/DylanRodgers98/datacontract-cli#kafka |
| postgres | https://github.com/DylanRodgers98/datacontract-cli#postgres |
| trino | https://github.com/DylanRodgers98/datacontract-cli#trino |
| local | https://github.com/DylanRodgers98/datacontract-cli#local |
| issue | https://github.com/datacontract/datacontract-cli/issues |
| https://github.com/DylanRodgers98/datacontract-cli#s3 |
| https://github.com/DylanRodgers98/datacontract-cli#examples |
| https://github.com/DylanRodgers98/datacontract-cli#json |
| https://github.com/DylanRodgers98/datacontract-cli#delta-tables |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables |
| https://github.com/DylanRodgers98/datacontract-cli#google-cloud-storage-gcs |
| S3 | https://github.com/DylanRodgers98/datacontract-cli#S3 |
| interoperability | https://cloud.google.com/storage/docs/interoperability |
| https://github.com/DylanRodgers98/datacontract-cli#example |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-1 |
| HMAC Key | https://cloud.google.com/storage/docs/authentication/hmackeys |
| HMAC Key | https://cloud.google.com/storage/docs/authentication/hmackeys |
| https://github.com/DylanRodgers98/datacontract-cli#bigquery |
| https://github.com/DylanRodgers98/datacontract-cli#example-1 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-2 |
| https://github.com/DylanRodgers98/datacontract-cli#azure |
| https://github.com/DylanRodgers98/datacontract-cli#example-2 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-3 |
| https://github.com/DylanRodgers98/datacontract-cli#sqlserver |
| https://github.com/DylanRodgers98/datacontract-cli#example-3 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-4 |
| https://github.com/DylanRodgers98/datacontract-cli#databricks |
| https://github.com/DylanRodgers98/datacontract-cli#example-4 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-5 |
| https://github.com/DylanRodgers98/datacontract-cli#databricks-programmatic |
| https://github.com/DylanRodgers98/datacontract-cli#example-5 |
| https://github.com/DylanRodgers98/datacontract-cli#dataframe-programmatic |
| https://github.com/DylanRodgers98/datacontract-cli#example-6 |
| https://github.com/DylanRodgers98/datacontract-cli#snowflake |
| https://github.com/DylanRodgers98/datacontract-cli#example-7 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-6 |
| parameters supported by Soda | https://docs.soda.io/soda/connect-snowflake.html |
| https://github.com/DylanRodgers98/datacontract-cli#kafka |
| https://github.com/DylanRodgers98/datacontract-cli#example-8 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-7 |
| https://github.com/DylanRodgers98/datacontract-cli#postgres |
| https://github.com/DylanRodgers98/datacontract-cli#example-9 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-8 |
| https://github.com/DylanRodgers98/datacontract-cli#trino |
| https://github.com/DylanRodgers98/datacontract-cli#example-10 |
| https://github.com/DylanRodgers98/datacontract-cli#environment-variables-9 |
| https://github.com/DylanRodgers98/datacontract-cli#export |
| https://github.com/DylanRodgers98/datacontract-cli#great-expectations |
| Great Expectations Gallery | https://greatexpectations.io/expectations/ |
| https://github.com/DylanRodgers98/datacontract-cli#additional-arguments |
| https://github.com/DylanRodgers98/datacontract-cli#rdf |
| https://datacontract.com/DataContractSpecification/ | https://datacontract.com/DataContractSpecification/ |
| https://github.com/DylanRodgers98/datacontract-cli#dbml |
| https://github.com/DylanRodgers98/datacontract-cli#spark |
| the spark documentation | https://spark.apache.org/docs/latest/sql-ref-datatypes.html |
| https://github.com/DylanRodgers98/datacontract-cli#avro |
| https://github.com/DylanRodgers98/datacontract-cli#custom-avro-properties |
| logicalType | https://avro.apache.org/docs/1.11.0/spec.html#Logical+Types |
| default | https://avro.apache.org/docs/1.11.0/spec.htm |
| https://github.com/DylanRodgers98/datacontract-cli#example-configuration |
| https://github.com/DylanRodgers98/datacontract-cli#explanation |
| https://github.com/DylanRodgers98/datacontract-cli#data-caterer |
| Data Caterer | https://github.com/data-catering/data-caterer |
| additional metadata in the YAML | https://data.catering/setup/generator/data-generator/ |
| https://github.com/DylanRodgers98/datacontract-cli#iceberg |
| Iceberg Table Json Schema Definition | https://iceberg.apache.org/spec/#appendix-c-json-serialization |
| https://github.com/DylanRodgers98/datacontract-cli#import |
| https://github.com/DylanRodgers98/datacontract-cli#odcs |
| https://github.com/DylanRodgers98/datacontract-cli#bigquery-1 |
| the google documentation | https://cloud.google.com/docs/authentication/provide-credentials-adc#how-to |
| about authorizing client libraries | https://cloud.google.com/bigquery/docs/authentication#client-libs |
| https://github.com/DylanRodgers98/datacontract-cli#unity-catalog |
| https://github.com/DylanRodgers98/datacontract-cli#dbt |
| https://github.com/DylanRodgers98/datacontract-cli#glue |
| https://github.com/DylanRodgers98/datacontract-cli#spark-1 |
| https://github.com/DylanRodgers98/datacontract-cli#dbml-1 |
| https://github.com/DylanRodgers98/datacontract-cli#iceberg-1 |
| Iceberg Table Json Schema Definition | https://iceberg.apache.org/spec/#appendix-c-json-serialization |
| https://github.com/DylanRodgers98/datacontract-cli#csv |
| https://github.com/DylanRodgers98/datacontract-cli#breaking |
| https://github.com/DylanRodgers98/datacontract-cli#changelog |
| https://github.com/DylanRodgers98/datacontract-cli#diff |
| https://github.com/DylanRodgers98/datacontract-cli#catalog |
| https://github.com/DylanRodgers98/datacontract-cli#publish |
| https://github.com/DylanRodgers98/datacontract-cli#serve |
| https://github.com/DylanRodgers98/datacontract-cli#integrations |
| Data Mesh Manager API | https://api.datamesh-manager.com/swagger/index.html |
| Data Contract Manager API | https://api.datacontract-manager.com/swagger/index.html |
| https://github.com/DylanRodgers98/datacontract-cli#integration-with-data-mesh-manager |
| Data Mesh Manager | https://datamesh-manager.com/ |
| Data Contract Manager | https://datacontract-manager.com/ |
| https://github.com/DylanRodgers98/datacontract-cli#best-practices |
| https://github.com/DylanRodgers98/datacontract-cli#data-first-approach |
| Data Mesh Manager | https://datamesh-manager.com |
| https://github.com/DylanRodgers98/datacontract-cli#contract-first |
| https://github.com/DylanRodgers98/datacontract-cli#schema-evolution |
| https://github.com/DylanRodgers98/datacontract-cli#non-breaking-changes |
| https://github.com/DylanRodgers98/datacontract-cli#breaking-changes |
| https://github.com/DylanRodgers98/datacontract-cli#customizing-exporters-and-importers |
| https://github.com/DylanRodgers98/datacontract-cli#custom-exporter |
| https://github.com/DylanRodgers98/datacontract-cli#custom-importer |
| https://github.com/DylanRodgers98/datacontract-cli#development-setup |
| https://github.com/DylanRodgers98/datacontract-cli#docker-build |
| https://github.com/DylanRodgers98/datacontract-cli#docker-compose-integration |
| docker-compose.yml | https://github.com/DylanRodgers98/datacontract-cli/blob/main/docker-compose.yml |
| https://github.com/DylanRodgers98/datacontract-cli#building-the-image-with-docker-compose |
| https://github.com/DylanRodgers98/datacontract-cli#testing-the-image |
| https://github.com/DylanRodgers98/datacontract-cli#use-with-pre-commit |
| pre-commit | https://pre-commit.com/ |
| https://github.com/DylanRodgers98/datacontract-cli#available-hook-ids |
| test | https://github.com/DylanRodgers98/datacontract-cli#test |
| https://github.com/DylanRodgers98/datacontract-cli#release-steps |
| https://github.com/DylanRodgers98/datacontract-cli#contribution |
| https://github.com/DylanRodgers98/datacontract-cli#companies-using-this-tool |
| INNOQ | https://innoq.com |
| Data Catering | https://data.catering/ |
| https://github.com/DylanRodgers98/datacontract-cli#related-tools |
| Data Contract Manager | https://www.datacontract-manager.com/ |
| Data Contract GPT | https://gpt.datacontract.com |
| Data Contract Editor | https://editor.datacontract.com |
| Data Contract Playground | https://data-catering.github.io/data-contract-playground/ |
| https://github.com/DylanRodgers98/datacontract-cli#license |
| MIT License | https://github.com/DylanRodgers98/datacontract-cli/blob/main/LICENSE |
| https://github.com/DylanRodgers98/datacontract-cli#credits |
| Stefan Negele | https://www.linkedin.com/in/stefan-negele-573153112/ |
| Jochen Christ | https://www.linkedin.com/in/jochenchrist/ |
| https://github.com/datacontract/datacontract-cli |
| cli.datacontract.com | https://cli.datacontract.com |
| Readme | https://github.com/DylanRodgers98/datacontract-cli#readme-ov-file |
| License | https://github.com/DylanRodgers98/datacontract-cli#License-1-ov-file |
| Activity | https://github.com/DylanRodgers98/datacontract-cli/activity |
| 0 forks | https://github.com/DylanRodgers98/datacontract-cli/forks |
| Report repository | https://github.com/contact/report-content?content_url=https%3A%2F%2Fgithub.com%2FDylanRodgers98%2Fdatacontract-cli&report=DylanRodgers98+%28user%29 |
|
| https://github.com |
| Terms | https://docs.github.com/site-policy/github-terms/github-terms-of-service |
| Privacy | https://docs.github.com/site-policy/privacy-policies/github-privacy-statement |
| Security | https://github.com/security |
| Status | https://www.githubstatus.com/ |
| Community | https://github.community/ |
| Docs | https://docs.github.com/ |
| Contact | https://support.github.com?tags=dotcom-footer |
