Dagster

- Fixes an issue using custom types for fan-in dependencies with intermediate storage.

- Fixes an issue running some Dagstermill notebooks on Windows.
- Fixes a transitive dependency issue with Airflow.
- Bugfixes, performance improvements, and better documentation.

- Fixed an issue with specifying composite output mappings (1674)
- Added support for specifying
[Dask worker resources](https://distributed.dask.org/en/latest/resources.html) (#1679)
- Fixed an issue with launching Dagit on Windows

- Execution details are now configurable. The new top-level `ExecutorDefinition` and `executor`
APIs are used to define in-process, multiprocess, and Dask executors, and may be used by users to
define new executors. Like loggers and storage, executors may be added to a `ModeDefinition` and
may be selected and configured through the `execution` field in the environment dict or YAML,
including through Dagit. Executors may no longer be configured through the `RunConfig`.
- The API of dagster-dask has changed. Pipelines are now executed on Dask using the
ordinary `execute_pipeline` API, and the Dask executor is configured through the environment.
(See the dagster-dask README for details.)
- Added the `PresetDefinition.from_files` API for constructing a preset from a list of environment
files (replacing the old usage of this class). `PresetDefinition` may now be directly
instantiated with an environment dict.
- Added a prototype integration with [dbt](https://www.getdbt.com/).
- Added a prototype integration with [Great Expectations](https://greatexpectations.io/).
- Added a prototype integration with [Papertrail](https://papertrailapp.com/).
- Added the dagster-bash library.
- Added the dagster-ssh library.
- Added the dagster-sftp library.
- Loosened the PyYAML compatibility requirement.
- The dagster CLI no longer takes a `--raise-on-error` or `--no-raise-on-error` flag. Set this
option in executor config.
- Added a `MarkdownMetadataEntryData` class, so events yielded from client code may now render
markdown in their metadata.
- Bug fixes, documentation improvements, and improvements to error display.

- Dagit now accepts parameters via environment variables prefixed with `DAGIT_`, e.g. `DAGIT_PORT`.
- Fixes an issue with reexecuting Dagstermill notebooks from Dagit.
- Bug fixes and display improvments in Dagit.

- Reworked the display of structured log information and system events in Dagit, including support
for structured rendering of client-provided event metadata.
- Dagster now generates events when intermediates are written to filesystem and S3 storage, and
these events are displayed in Dagit and exposed in the GraphQL API.
- Whitespace display styling in Dagit can now be toggled on and off.
- Bug fixes, display nits and improvements, and improvements to JS build process, including better
display for some classes of errors in Dagit and improvements to the config editor in Dagit.