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title: API Docs | Dagster | ||
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# API Docs | ||
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These docs aim to cover the entire public surface of the core `dagster` APIs, as well as public APIs from all provided libraries. | ||
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Dagster follows [SemVer](https://semver.org/). We attempt to isolate breaking changes to the public APIs to minor versions (on a roughly 12-week cadence) and will announce deprecations in Slack and in the release notes to patch versions (on a roughly weekly cadence). | ||
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## Core | ||
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APIs from the core `dagster` package, divided roughly by topic: | ||
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- [Solids](/\_apidocs/solids) APIs to define or decorate functions as solids, declare their inputs and outputs, compose solids with each other, as well as the datatypes that solid execution can return or yield. | ||
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- [Pipelines](/\_apidocs/pipeline) APIs to define pipelines, dependencies and fan-in dependencies between solids, and aliased instances of solids. | ||
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- [Modes & Resources](/\_apidocs/modes-resources) APIs to define pipeline modes and resources. | ||
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- [Presets](/\_apidocs/presets) APIs to define configuration presets. | ||
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- [Loggers](/\_apidocs/loggers) APIs to define where logs go. | ||
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- [Repositories](/\_apidocs/repositories) APIs to define collections of pipelines and other definitions that tools such as the Dagster CLI or Dagit can load from. | ||
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- [Config](/\_apidocs/config) The types available to describe config schemas. | ||
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- [Types](/\_apidocs/types) Primitive types available for the input and output values of solids, and the APIs used to define and test new Dagster types. | ||
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- [Dagster CLI](/\_apidocs/cli) Browse repositories and execute pipelines from the command line | ||
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- [Schedules & Sensors](/\_apidocs/schedules-sensors) APIs to define schedules and sensors that initiate pipeline execution, as well as some built-in helpers for common cases. | ||
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- [Partitions](/\_apidocs/partitions) APIs to define partitions of the config space over which pipeline runs can be backfilled. | ||
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- [Errors](/\_apidocs/errors) Errors thrown by the Dagster framework. | ||
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- [Execution](/\_apidocs/execution) APIs to execute and test pipelines and individual solids, the execution context available to solids, pipeline configuration, and the default executors available for executing pipelines. | ||
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- [Hooks](/\_apidocs/hooks) APIs to define Dagster hooks, which can be triggered on specific Dagster events. | ||
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- [IO Managers](/\_apidocs/io-managers) APIs to define how inputs and outputs are handled and loaded. | ||
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- [Dynamic Mapping & Collect](/\_apidocs/dynamic) APIs that allow graph structures to be determined at run time. | ||
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- [Experimental Core APIs](/\_apidocs/experimental) The next iteration of Dagster's core abstractions, currently under development. | ||
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- [Utilities](/\_apidocs/utilities) Miscellaneous helpers used by Dagster that may be useful to users. | ||
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- [Internals](/\_apidocs/internals) Core internal APIs that are important if you are interested in understanding how Dagster works with an eye towards extending it: logging, executors, system storage, the Dagster instance & plugin machinery, storage, schedulers. | ||
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## Libraries | ||
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Dagster also provides a growing set of optional add-on libraries to integrate with infrastructure and other components of the data ecosystem: | ||
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- [Airflow](/\_apidocs/libraries/dagster-airflow) (`dagster-airflow`) Tools for compiling Dagster pipelines to Airflow DAGs, and for ingesting Airflow DAGs to represent them in Dagster. | ||
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- [AWS](/\_apidocs/libraries/dagster-aws) (`dagster-aws`) Dagster integrations for working with AWS resources. | ||
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- [Azure](/\_apidocs/libraries/dagster-azure) (`dagster-azure`) Dagster integrations for working with Microsoft Azure resources. | ||
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- [Celery](/\_apidocs/libraries/dagster-celery) (`dagster-celery`) Provides an executor built on top of the popular [Celery task queue](http://www.celeryproject.org/), and an executor with support for using Celery on Kubernetes. | ||
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- [Celery+Docker](/\_apidocs/libraries/dagster-celery-docker) (`dagster-celery-docker`) Provides an executor that lets Celery workers execute in Docker containers. | ||
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- [Celery+Kubernetes](/\_apidocs/libraries/dagster-celery-k8s) (`dagster-celery-k8s`) Provides an executor that lets Celery workers execute on Kubernetes. | ||
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- [Dask](/\_apidocs/libraries/dagster-dask) (`dagster-dask`) Provides an executor built on top of [dask.distributed](https://distributed.dask.org/en/latest/). | ||
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- [dbt](/\_apidocs/libraries/dagster-dbt) (`dagster-dbt`) Provides solids and resources to run [dbt](https://getdbt.com/) projects. | ||
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- [Databricks](/\_apidocs/libraries/dagster-databricks) (`dagster-databricks`) Provides solids and resources for integrating with Databricks. | ||
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- [Datadog](/\_apidocs/libraries/dagster-datadog) (`dagster-datadog`) Provides an integration with Datadog, to support publishing metrics to Datadog from within Dagster solids. | ||
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- [Docker](/\_apidocs/libraries/dagster-docker) (`dagster-docker`) Provides components for deploying Dagster to Docker. | ||
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- [GCP](/\_apidocs/libraries/dagster-gcp) (`dagster-gcp`) Dagster integrations for working with Google Cloud Platform resources. | ||
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- [GE](/\_apidocs/libraries/dagster-ge) (`dagster-ge`) Dagster integrations for working with [Great Expectations](https://greatexpectations.io/) data quality tests. | ||
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- [GitHub](/\_apidocs/libraries/dagster-github) (`dagster-github`) Provides a resource for issuing GitHub GraphQL queries and filing GitHub issues from Dagster pipelines. | ||
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- [Kubernetes](/\_apidocs/libraries/dagster-k8s) (`dagster-k8s`) Provides components for deploying Dagster to Kubernetes. | ||
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- [MySQL](/\_apidocs/libraries/dagster-mysql) (`dagster-mysql`) Includes implementations of run and event log storage built on MySQL. | ||
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- [PagerDuty](/\_apidocs/libraries/dagster-pagerduty) (`dagster-pagerduty`) Provides an integration for generating PagerDuty events from Dagster solids. | ||
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- [Pandas](/\_apidocs/libraries/dagster-pandas) (`dagster-pandas`) Provides support for using pandas DataFrames in Dagster and utilities for performing data validation. | ||
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- [Papertrail](/\_apidocs/libraries/dagster-papertrail) (`dagster-papertrail`) Provides support for sending Dagster logs to Papertrail. | ||
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- [PostgreSQL](/\_apidocs/libraries/dagster-postgres) (`dagster-postgres`) Includes implementations of run and event log storage built on Postgres. | ||
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- [Prometheus](/\_apidocs/libraries/dagster-prometheus) (`dagster-prometheus`) Provides support for sending metrics to Prometheus. | ||
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- [Pyspark](/\_apidocs/libraries/dagster-pyspark) (`dagster-pyspark`) Provides an integration with pyspark. | ||
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- [Shell](/\_apidocs/libraries/dagster-shell) (`dagster-shell`) Provides utilities for issuing shell commands from Dagster pipelines. | ||
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- [Slack](/\_apidocs/libraries/dagster-slack) (`dagster-slack`) Provides a simple integration with Slack. | ||
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- [Snowflake](/\_apidocs/libraries/dagster-snowflake) (`dagster-snowflake`) Provides a resource for querying Snowflake from Dagster. | ||
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- [Spark](/\_apidocs/libraries/dagster-spark) (`dagster-spark`) Provides an integration for working with Spark in Dagster. | ||
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- [SSH / SFTP](/\_apidocs/libraries/dagster-ssh) (`dagster-ssh`) Provides an integration for running commands over SSH and retrieving / posting files via SFTP. | ||
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- [Twilio](/\_apidocs/libraries/dagster-twilio) (`dagster-twilio`) Provides a resource for posting SMS messages from solids via Twilio. | ||
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- [GraphQL](/\_apidocs/libraries/dagster-graphql) (`dagster-graphql`) Provides resources for interfacing with a Dagster deployment over GraphQL. |
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