The cloud-native orchestrator for the whole development lifecycle, with integrated lineage and observability.

dagster

*Weekly Release Highlights: 1.1.18*:sparkles:

:clock130: Assets with time-window `PartitionsDefinition`s (e.g. `HourlyPartitionsDefinition`) may now have a `FreshnessPolicy`
:books: New guides for <https://docs.dagster.io/integrations/snowflake/using-snowflake-with-dagster|Snowflake> and <https://docs.dagster.io/integrations/airflow|Airflow>
:1234: The number of materialized or missing partitions are shown on the asset graph

*From the Cloud* :cloud:*:*
:rotating_light: Alerts can be made for Agent downtime on hybrid deployments
:man-running::skin-tone-4: Serverless runs are now isolated by default, which means more memory and compute

*Integrations* :electric_plug:*:*
:man-lifting-weights::skin-tone-4: [dagster-wandb] A new <https://docs.dagster.io/_apidocs/libraries/dagster-wandb|integration> with <https://wandb.ai/site|Weights &amp; Biases> allows you to orchestrate your MLOps pipelines and maintain ML assets with Dagster
:pencil2: [dagster-dbt] `AssetMaterialization` events are emitted as the dbt command executes

*Experimental* :test_tube: *(and subject to change):*
:woman-cartwheeling: Dynamic partitions for assets allow for defining partitions at runtime (docs soon to come)
:clipboard: <https://docs.dagster.io/guides/dagster/asset-versioning-and-caching|A guide on versioning and caching assets>