diff --git a/superset/migrations/versions/2023-03-27_12-30_7e67aecbf3f1_chart_ds_constraint.py b/superset/migrations/versions/2023-03-27_12-30_7e67aecbf3f1_chart_ds_constraint.py
new file mode 100644
index 000000000..f7d6ca565
--- /dev/null
+++ b/superset/migrations/versions/2023-03-27_12-30_7e67aecbf3f1_chart_ds_constraint.py
@@ -0,0 +1,79 @@
+# 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.
+"""chart-ds-constraint
+
+Revision ID: 7e67aecbf3f1
+Revises: b5ea9d343307
+Create Date: 2023-03-27 12:30:01.164594
+
+"""
+
+# revision identifiers, used by Alembic.
+revision = "7e67aecbf3f1"
+down_revision = "07f9a902af1b"
+
+import json
+
+import sqlalchemy as sa
+from alembic import op
+from sqlalchemy.ext.declarative import declarative_base
+
+from superset import db
+
+Base = declarative_base()
+
+
+class Slice(Base):  # type: ignore
+    __tablename__ = "slices"
+
+    id = sa.Column(sa.Integer, primary_key=True)
+    params = sa.Column(sa.String(250))
+    datasource_type = sa.Column(sa.String(200))
+
+
+def upgrade_slc(slc: Slice) -> None:
+    # clean up all charts with datasource_type not != table
+    slc.datasource_type = "table"
+    try:
+        params_dict = json.loads(slc.params)
+        ds_id, ds_type = params_dict["datasource"].split("__")
+        params_dict["datasource"] = f"{ds_id}__table"
+        slc.params = json.dumps(params_dict)
+    except Exception:
+        # skip any malformatted params
+        pass
+
+
+def upgrade():
+    bind = op.get_bind()
+    session = db.Session(bind=bind)
+
+    with op.batch_alter_table("slices") as batch_op:
+        for slc in session.query(Slice).filter(Slice.datasource_type == "query").all():
+            upgrade_slc(slc)
+            session.add(slc)
+
+        batch_op.create_check_constraint(
+            "ck_chart_datasource", "datasource_type in ('table')"
+        )
+
+    session.commit()
+    session.close()
+
+
+def downgrade():
+    op.drop_constraint("ck_chart_datasource", "slices", type_="check")
diff --git a/tests/integration_tests/migrations/7e67aecbf3f1_chart_ds_constraint__tests.py b/tests/integration_tests/migrations/7e67aecbf3f1_chart_ds_constraint__tests.py
new file mode 100644
index 000000000..a30741c0a
--- /dev/null
+++ b/tests/integration_tests/migrations/7e67aecbf3f1_chart_ds_constraint__tests.py
@@ -0,0 +1,56 @@
+# 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.
+
+import json
+from importlib import import_module
+
+chart_ds_constraint = import_module(
+    "superset.migrations.versions." "2023-03-27_12-30_7e67aecbf3f1_chart_ds_constraint",
+)
+
+Slice = chart_ds_constraint.Slice
+upgrade_slice = chart_ds_constraint.upgrade_slc
+
+sample_params = {
+    "adhoc_filters": [],
+    "all_columns": ["country_name", "country_code", "region", "year", "SP_UWT_TFRT"],
+    "applied_time_extras": {},
+    "datasource": "35__query",
+    "groupby": [],
+    "row_limit": 1000,
+    "time_range": "No filter",
+    "viz_type": "table",
+    "granularity_sqla": "year",
+    "percent_metrics": [],
+    "dashboards": [],
+}
+
+
+def test_upgrade():
+    slc = Slice(datasource_type="query", params=json.dumps(sample_params))
+
+    upgrade_slice(slc)
+
+    params = json.loads(slc.params)
+    assert slc.datasource_type == "table"
+    assert params.get("datasource") == "35__table"
+
+
+def test_upgrade_bad_json():
+    slc = Slice(datasource_type="query", params=json.dumps(sample_params))
+
+    assert None == upgrade_slice(slc)