diff --git a/python/fate_flow/components/components/upload.py b/python/fate_flow/components/components/upload.py
index bd02a366b..ae723c994 100644
--- a/python/fate_flow/components/components/upload.py
+++ b/python/fate_flow/components/components/upload.py
@@ -25,7 +25,7 @@
 from fate_flow.entity.types import JsonMetricArtifactType, EngineType
 from fate_flow.manager.outputs.data import DatasetManager
 from fate_flow.runtime.system_settings import STANDALONE_DATA_HOME, ENGINES
-from fate_flow.utils.file_utils import get_fate_flow_directory
+from fate_flow.utils.file_utils import get_fate_flow_directory, transform_local_file, file_delete
 from fate_flow.utils.io_utils import URI
 
 
@@ -135,6 +135,7 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id
         self.parameters = parameters
         logging.info(self.parameters.to_dict())
         storage_address = self.parameters.storage_address
+        parameters.file, is_cache = transform_local_file(parameters.file)
         if not os.path.isabs(parameters.file):
             parameters.file = os.path.join(
                 get_fate_flow_directory(), parameters.file
@@ -208,6 +209,8 @@ def run(self, parameters: UploadParam, outputs: IOMeta.OutputMeta = None, job_id
             logging.info("table name: {}, table namespace: {}".format(name, namespace))
             if outputs:
                 self.save_outputs(job_id, outputs, data_table_count)
+            if is_cache:
+                file_delete(parameters.file)
             return {"name": name, "namespace": namespace, "count": data_table_count, "data_meta": self.data_meta}
 
     def save_data_table(self, job_id):
diff --git a/python/fate_flow/utils/file_utils.py b/python/fate_flow/utils/file_utils.py
index 413ed3b2e..c9a9f97b3 100644
--- a/python/fate_flow/utils/file_utils.py
+++ b/python/fate_flow/utils/file_utils.py
@@ -16,8 +16,12 @@
 
 import json
 import os
+import uuid
+from pathlib import Path
 
+import pandas as pd
 from ruamel import yaml
+from sqlalchemy import create_engine
 
 from fate_flow.runtime.env import is_in_virtualenv
 
@@ -74,6 +78,50 @@ def get_fate_flow_directory(*args):
     return fate_flow_dir
 
 
+def transform_local_file(file):
+    """
+    Args:
+        file (str):
+            values like :
+                mysql://user:password@host_ip:host_port/db/table
+                file:///path/to/local_file.csv
+                /path/to/local_file.csv
+    """
+    def _find_positions(s):
+        last_at_index = s.rfind('@')
+        first_colon_index = s.find(':')
+        last_slash_index = s.rfind('/')
+        second_last_slash_index = s.rfind('/', 0, last_slash_index)
+        return last_at_index, first_colon_index, second_last_slash_index
+
+    if file.startswith('mysql://'):
+        db_info_str = file[8:]
+        db_info = db_info_str.split('/')
+        table_name = db_info[-1]
+        dbname = db_info[-2]
+        last_at, first_colon, second_last_slash = _find_positions(db_info_str)
+        username = db_info_str[0:first_colon]
+        password = db_info_str[first_colon + 1: last_at]
+        host = db_info_str[last_at + 1:second_last_slash]
+        database_url = f"mysql+pymysql://{username}:{password}@{host}/{dbname}"
+        engine = create_engine(database_url)
+        df = pd.read_sql_table(table_name, con=engine)
+        file = f"/tmp/data_{uuid.uuid4()}.csv"
+        df.to_csv(file, index=False)
+        return file, True
+
+    elif file.startswith('file://'):
+        return file[7:], False
+
+    else:
+        return file, False
+
+
+def file_delete(file):
+    file_path = Path(file)
+    file_path.unlink(missing_ok=True)
+
+
 def load_yaml_conf(conf_path):
     if not os.path.isabs(conf_path):
         conf_path = os.path.join(get_fate_flow_directory(), conf_path)
diff --git a/python/requirements-flow.txt b/python/requirements-flow.txt
index c8dfefe6b..7e3ed0096 100644
--- a/python/requirements-flow.txt
+++ b/python/requirements-flow.txt
@@ -23,4 +23,5 @@ shortuuid
 cos-python-sdk-v5==1.9.27
 typing-extensions==4.8.0
 boto3
+sqlalchemy==2.0.31
 pyarrow==15.0.1