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The primary reasons for this behavior are likely related to task retries
and how the task integrates with the DAG's context: The default_args do
not explicitly set retries, meaning it defaults to Airflow's default
(usually 3 retries). Including dag=d...
The issue is that your BigQuery credentials are expiring prematurely,
despite setting an expiration time of 2-4 hours. The error message,
indicating that the OAuth2 access token is invalid, typically means it
has either expired or been revoked. There...
Several factors could lead to this behavior. First, the task might be
configured with automatic retries. Airflow's retry mechanism allows
tasks to retry a set number of times before ultimately failing. If
retries are enabled, the task will keep runni...
The error you're encountering in Google Cloud Dataform is due to a
combination of BigQuery rate limits, Dataform concurrency, and dataset
creation delay. BigQuery enforces limits on metadata operations like
creating datasets or tables within a short ...
Dataform's built-in scheduling does not currently support downstream
triggering capabilities similar to those found in orchestration tools
like Airflow. Instead, it focuses on scheduling individual workflows or
repositories at specific times or inter...