aminghadersohi opened a new pull request, #38978:
URL: https://github.com/apache/superset/pull/38978

   ## Summary
   
   When `generate_chart` creates an XY chart with a temporal x-axis column 
(e.g., `order_date`) that differs from the dataset's primary datetime column, 
opening the chart in Explore triggers a warning: "The X-axis is not on the 
filters list."
   
   This happens because the MCP tool was not adding a `TEMPORAL_RANGE` adhoc 
filter for the x-axis column, which the Explore frontend expects for dashboard 
time-range filter binding.
   
   ### Changes
   
   - **`chart_utils.py`**: Set `granularity_sqla` to the x-axis column in 
`configure_temporal_handling()` when temporal, ensuring Superset uses the 
correct column for time filtering instead of defaulting to the dataset's 
primary datetime column
   - **`chart_utils.py`**: Add `_ensure_temporal_adhoc_filter()` helper that 
appends a `TEMPORAL_RANGE` adhoc filter (using existing `FilterOperator` and 
`NO_TIME_RANGE` constants) when one doesn't already exist for the column — 
mirrors the Explore UI's own behavior when a user confirms the dialog
   - **`chart_utils.py`**: Call the helper in `map_xy_config()` after user 
filters are applied, only for temporal x-axis columns
   - **`test_chart_utils.py`**: Update existing tests and add 6 new tests for 
the helper and its integration
   
   ### Test plan
   
   - [x] All 116 unit tests pass (`pytest 
tests/unit_tests/mcp_service/chart/test_chart_utils.py`)
   - [x] Pre-commit passes on changed files
   - [ ] Create a bar chart via MCP with temporal x-axis different from primary 
datetime → open in Explore → no warning
   - [ ] Create a bar chart via MCP with non-temporal x-axis (e.g., BIGINT 
year) → still works without DATE_TRUNC errors


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