docstr: Create an empty table in sql.
  It dynamically constructs schema in sqlaclchemy
  to create the table
docstr_tok: ["Create","an","empty","table","in","sql",".","It","dynamically","constructs","schema","in","sqlaclchemy","to","create","the","table"]
code: def create(self, table: TableCatalogEntry, **kwargs):
      """
      Create an empty table in sql.
      It dynamically constructs schema in sqlaclchemy
      to create the table
      """
      attr_dict = {"__tablename__": table.name}
  
      # During table creation, assume row_id is automatically handled by
      # the sqlalchemy engine.
      table_columns = [
          col
          for col in table.columns
          if (
              col.name != IDENTIFIER_COLUMN
              and col.name != ROW_NUM_COLUMN
          )
      ]
      sqlalchemy_schema = SchemaUtils.xform_to_sqlalchemy_schema(
          table_columns
      )
      attr_dict.update(sqlalchemy_schema)
  
      insp = inspect(self._sql_engine)
      if insp.has_table(table.name):
          logger.warning("Table {table.name} already exists")
          return BaseModel.metadata.tables[table.name]
  
      # dynamic schema generation
      # https://sparrigan.github.io/sql/sqla/2016/01/03/dynamic-tables.html
      new_table = type(
          f"__placeholder_class_name__{table.name}",
          (BaseModel,),
          attr_dict,
      )()
      table = BaseModel.metadata.tables[table.name]
  
      if not insp.has_table(table.name):
          BaseModel.metadata.tables[table.name].create(self._sql_engine)
      self._sql_session.commit()
      return new_table
  
imports: from typing import Iterator, List
  import numpy
  import pandas
  from sqlalchemy import Table, inspect
  from sqlalchemy.sql.expression import ColumnElement
  from evadb.catalog.catalog_type import ColumnType
  from evadb.catalog.models.base_model import BaseModel
  from evadb.catalog.models.column_catalog import ColumnCatalogEntry
  from evadb.catalog.models.table_catalog import TableCatalogEntry
  from evadb.catalog.schema_utils import SchemaUtils
  from evadb.catalog.sql_config import IDENTIFIER_COLUMN, ROW_NUM_COLUMN
  from evadb.database import EvaDBDatabase
  from evadb.models.storage.batch import Batch
  from evadb.parser.table_ref import TableInfo
  from evadb.storage.abstract_storage_engine import AbstractStorageEngine
  from evadb.utils.generic_utils import PickleSerializer, rebatch
  from evadb.utils.logging_manager import logger
label_desc: Use image node_id 5 for calling the SQLStorageEngine obj's underlying member method code with example usage: obj.create(table) and returns: new_table, BaseModel