YoannAbriel opened a new pull request, #62926:
URL: https://github.com/apache/airflow/pull/62926

   ## Problem
   
   `DataprocCreateBatchOperator.__update_batch_labels()` replaces dots and 
spaces with underscores when building GCP labels from DAG/task IDs. GCP labels 
only allow lowercase letters, numbers, and dashes — underscores are invalid. 
This causes `InvalidArgument` errors when task IDs contain underscores (common 
with task groups, e.g. `process_data`).
   
   ## Root Cause
   
   `re.sub(r"[.\s]", "_", ...)` only strips dots and whitespace, converting 
them to underscores. Any existing underscores in the ID pass through unchanged. 
The validation regex `r"^[a-z][\w-]{0,62}$"` also incorrectly allows 
underscores via `\w`.
   
   Additionally, the `dag_display_name` validation was checking `dag_id` 
instead of the actual `dag_display_name` value.
   
   ## Fix
   
   - Replace the substitution pattern with `re.sub(r"[^a-z0-9-]", "-", ...)` — 
strips everything except valid label characters
   - Update the validation regex to `r"^[a-z0-9][a-z0-9-]{0,62}$"` matching 
GCP's actual requirements
   - Fix the `dag_display_name` validation to check the right variable
   - Added test for underscore/dot sanitization
   
   Closes: #59332
   
   <!-- SPDX-License-Identifier: Apache-2.0
         https://www.apache.org/licenses/LICENSE-2.0 -->
   
   ---
   
   ##### Was generative AI tooling used to co-author this PR?
   
   - [X] Yes — Claude Code
   
   Generated-by: Claude Code following [the 
guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#gen-ai-assisted-contributions)
   
   ---
   
   * Read the **[Pull Request 
Guidelines](https://github.com/apache/airflow/blob/main/contributing-docs/05_pull_requests.rst#pull-request-guidelines)**
 for more information. Note: commit author/co-author name and email in commits 
become permanently public when merged.
   * For fundamental code changes, an Airflow Improvement Proposal 
([AIP](https://cwiki.apache.org/confluence/display/AIRFLOW/Airflow+Improvement+Proposals))
 is needed.
   


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