Zaighum Rajput
03/12/2024, 2:48 AMScout
03/12/2024, 2:48 AMPartitionsDefinition
for a sensor, you typically define the partitions within the asset or job that the sensor is monitoring. The sensor itself does not have a PartitionsDefinition
, but it can trigger runs based on partition information from the assets or jobs it targets. If you have an asset or job with a defined PartitionsDefinition
, you can use that information within a sensor to create `RunRequest`s for specific partitions. For example, if you have an asset with a DailyPartitionsDefinition
, you can write a sensor that triggers a run for a specific partition key. Here's a simplified example based on the documentation: python from dagster import sensor, RunRequest, DailyPartitionsDefinition, asset partitions_def = DailyPartitionsDefinition(start_date="2021-01-01") @asset(partitions_def=partitions_def) def my_asset(): # Asset logic here ... @sensor(job=my_asset) def my_sensor(): partition_key = "2021-01-02" # Determine the partition key dynamically as needed return RunRequest( run_key=f"run_for_{partition_key}", tags={"dagster/partition": partition_key} )
In this example, my_sensor
is a sensor that creates a RunRequest
for a specific partition of the my_asset
asset. The partition key is specified in the tags
dictionary with the key "dagster/partition"
. If you need to retrieve the partition keys from a DynamicPartitionsDefinition
, you can use the get_partition_keys
method, which requires access to the instance and the DynamicPartitionsDefinition
. This method is not directly related to sensors but can be used within a sensor to determine which partitions to trigger. Remember that the sensor's logic should determine which partition keys to use when creating run requests, and it can use the partition definitions associated with the assets or jobs it targets to inform that logic.