MySQL AI User Guide
Use the
ML_MODEL_EXPORT
routine to export a model from the model catalog to a user
defined table.
To learn how to use
ML_MODEL_EXPORT
to share models, see
Grant Other Users
Access to a Model.
After you run
ML_MODEL_EXPORT,
the output table has these columns and formats:
chunk_id:
INT AUTO_INCREMENT PRIMARY KEY
model_object:
LONGTEXT DEFAULT NULL
model_metadata:
JSON
See Model Metadata.
ML_MODEL_EXPORT
should work regardless of
model_metadata.status:
If there is no corresponding row in the
model_object_catalog for an existing
model_handle in the
MODEL_CATALOG:
There should be only one row in the output table with
chunk_id = 0,
model_object = NULL and
model_metadata =
MODEL_CATALOG.model_metadata.
If there is at least one row in the
model_object_catalog for an existing
model_handle in the
MODEL_CATALOG:
There should be N rows in the output table with
chunk_id being 1 to N.
ML_MODEL_EXPORT
copies the model_object from
model_object_catalog to the output
table.
model_metadata in the row with
chunk_id = 1 should be the same as
in the MODEL_CATALOG.
mysql> CALL sys.ML_MODEL_EXPORT (model_handle, output_table_name);
ML_MODEL_EXPORT
parameters:
model_handle: The model handle for the
model. See Work
with Model Handles.
output_table_name: The name for the
output table.
An example that exports an AutoML model with metadata to
the model catalog (ML_SCHEMA_user1.model_export). The
output table name is model_export. You
can then use SHOW_CREATE_TABLE to view
information on the table for the exported model.
mysql>CALL sys.ML_MODEL_EXPORT(@iris_model, 'ML_SCHEMA_Query OK, 0 rows affected (0.06 sec) mysql>user1.model_export');SHOW CREATE TABLE ML_SCHEMA_+--------------+--------------------------------------------------------------------+ | Table | Create Table | +--------------+--------------------------------------------------------------------+ | model_export | CREATE TABLE `model_export` ( `chunk_id` int NOT NULL AUTO_INCREMENT, `model_object` longtext, `model_metadata` json DEFAULT NULL, PRIMARY KEY (`chunk_id`) ) ENGINE=InnoDB AUTO_INCREMENT=2 DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci | +--------------+--------------------------------------------------------------------+ 1 row in set (0.00 sec)user1.model_export;