fitzee commented on code in PR #41591:
URL: https://github.com/apache/superset/pull/41591#discussion_r3582560643


##########
superset/migrations/versions/2026-06-30_00-00_d24e6b0a9c7f_strip_metricsqlexpressions_from_ag_grid_params.py:
##########
@@ -0,0 +1,108 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+"""strip metricSqlExpressions from ag_grid_table params
+
+Before PR #41555 the AG Grid table plugin leaked ``metricSqlExpressions``
+(a mapping of every datasource metric/column name to its SQL expression) into
+``extra_form_data`` on every filter interaction, which was then serialised into
+the ``params`` and ``query_context`` columns on save.  For datasources with
+many metrics this bloated each chart record by hundreds of MB.
+
+This migration strips the field from existing rows so those records are no
+longer loaded eagerly on every dashboard request.
+
+Revision ID: d24e6b0a9c7f
+Revises: 2bee73611e32
+Create Date: 2026-06-30 00:00:00.000000
+
+"""
+
+from alembic import op
+from sqlalchemy import Column, Integer, String, Text
+from sqlalchemy.ext.declarative import declarative_base
+
+from superset import db
+from superset.utils import json
+
+# revision identifiers, used by Alembic.
+revision = "d24e6b0a9c7f"
+down_revision = "2bee73611e32"
+
+Base = declarative_base()
+
+_FIELD = "metricSqlExpressions"
+_VIZ_TYPE = "ag_grid_table"
+
+
+class Slice(Base):
+    __tablename__ = "slices"
+    id = Column(Integer, primary_key=True)
+    viz_type = Column(String(250))
+    params = Column(Text)
+    query_context = Column(Text)
+
+
+def _strip_params(slc: Slice) -> bool:
+    """Remove _FIELD from extra_form_data in params. Returns True if 
changed."""
+    if not slc.params:
+        return False
+    try:
+        params = json.loads(slc.params)
+    except Exception:
+        return False
+
+    extra = params.get("extra_form_data", {})

Review Comment:
   Not a realistic concern for this codebase. Superset always serialises 
`params` as a JSON object (the chart form produces a dict); a scalar or array 
value would indicate a pathologically corrupt row, not something a migration 
author should paper over. `_strip_params` already skips empty/null `params` and 
any row that fails `json.loads`; if a valid-but-non-dict JSON value somehow 
appeared, the correct outcome is to let the error surface so it can be 
investigated, not to silently skip it. Treating this as critical is a false 
positive.



##########
superset/migrations/versions/2026-06-30_00-00_d24e6b0a9c7f_strip_metricsqlexpressions_from_ag_grid_params.py:
##########
@@ -0,0 +1,108 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+"""strip metricSqlExpressions from ag_grid_table params
+
+Before PR #41555 the AG Grid table plugin leaked ``metricSqlExpressions``
+(a mapping of every datasource metric/column name to its SQL expression) into
+``extra_form_data`` on every filter interaction, which was then serialised into
+the ``params`` and ``query_context`` columns on save.  For datasources with
+many metrics this bloated each chart record by hundreds of MB.
+
+This migration strips the field from existing rows so those records are no
+longer loaded eagerly on every dashboard request.
+
+Revision ID: d24e6b0a9c7f
+Revises: 2bee73611e32
+Create Date: 2026-06-30 00:00:00.000000
+
+"""
+
+from alembic import op
+from sqlalchemy import Column, Integer, String, Text
+from sqlalchemy.ext.declarative import declarative_base
+
+from superset import db
+from superset.utils import json
+
+# revision identifiers, used by Alembic.
+revision = "d24e6b0a9c7f"
+down_revision = "2bee73611e32"
+
+Base = declarative_base()
+
+_FIELD = "metricSqlExpressions"
+_VIZ_TYPE = "ag_grid_table"
+
+
+class Slice(Base):
+    __tablename__ = "slices"
+    id = Column(Integer, primary_key=True)
+    viz_type = Column(String(250))
+    params = Column(Text)
+    query_context = Column(Text)
+
+
+def _strip_params(slc: Slice) -> bool:
+    """Remove _FIELD from extra_form_data in params. Returns True if 
changed."""
+    if not slc.params:
+        return False
+    try:
+        params = json.loads(slc.params)
+    except Exception:
+        return False
+
+    extra = params.get("extra_form_data", {})
+    if _FIELD not in extra:
+        return False
+
+    del extra[_FIELD]
+    params["extra_form_data"] = extra
+    slc.params = json.dumps(params)
+    return True
+
+
+def _strip_query_context(slc: Slice) -> bool:
+    """Remove _FIELD from query_context.form_data.extra_form_data."""
+    if not slc.query_context:
+        return False
+    try:
+        qc = json.loads(slc.query_context)
+    except Exception:
+        return False
+
+    extra = qc.get("form_data", {}).get("extra_form_data", {})
+    if _FIELD not in extra:

Review Comment:
   Same reasoning as the `params` thread above: Superset always serialises 
`query_context` as a JSON object with a `form_data` dict. A non-dict value at 
the top level would be corrupt data, not an expected edge case. The existing 
`try/except` around `json.loads` handles parse failures; silently skipping 
structurally wrong but parseable rows would mask data corruption that should be 
investigated. False positive.



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