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Samsung - Deletes files from minio object storage and from mysql database
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# Install mysql.connector dependency | |
# using pip install mysql-connector-python | |
import mysql.connector | |
from mysql.connector import errorcode | |
import os | |
import argparse | |
import shutil | |
def data_deletion(delete_days): | |
# Setup database config for connection | |
config = { | |
'user': 'wandb_local', | |
'password': 'wandb_local', | |
'host': '127.0.0.1', | |
'database': 'wandb_local', | |
'raise_on_warnings': True | |
} | |
try: | |
cnx = mysql.connector.connect(**config) | |
select_cursor = cnx.cursor(buffered=True) | |
delete_cursor = cnx.cursor(buffered=True) | |
select_query = ("SELECT r.name AS run_id, p.storage_key AS project_name, e.name AS entity_name " | |
"FROM runs r JOIN projects p ON p.id=r.project_id JOIN entities e ON p.entity_id = e.id " | |
"WHERE r.deleted_at < now() - interval {} DAY").format(delete_days) | |
select_cursor.execute(select_query) | |
for run_id, project_name, entity_name in select_cursor: | |
# Deletes files from object storage | |
dir_path = "/vol/minio/local-files/{}/{}/{}".format(entity_name, project_name, run_id) | |
if os.path.isdir(dir_path): | |
if os.path.basename(os.path.normpath(dir_path)) == project_name: | |
print("WARNING: {} skipped, unusual directory path".format(dir_path)) | |
continue | |
for filename in os.listdir(dir_path): | |
f = os.path.join(dir_path, filename) | |
if os.path.isfile(f): | |
os.remove(f) | |
print("{} deleted from minio storage".format(f)) | |
elif os.path.isdir(f) and '/artifacts' not in f: | |
shutil.rmtree(f) | |
print("{} deleted from minio storage".format(f)) | |
elif '/artifacts' in f: | |
print("{} cannot be deleted".format(f)) | |
else: | |
print("{} does not exist or has already been deleted".format(f)) | |
if len(os.listdir(dir_path))==0: | |
print("{} deleted from minio storage".format(dir_path)) | |
shutil.rmtree(dir_path) | |
# Hard deletes rows from database | |
delete_query = ("DELETE FROM runs WHERE name='{}'".format(run_id)) | |
delete_cursor.execute(delete_query) | |
cnx.commit() | |
except mysql.connector.Error as err: | |
if err.errno == errorcode.ER_ACCESS_DENIED_ERROR: | |
print("Something is wrong with your user name and password") | |
elif err.errno == errorcode.ER_BAD_DB_ERROR: | |
print("Database does not exist") | |
else: | |
print(err) | |
else: | |
select_cursor.close() | |
delete_cursor.close() | |
cnx.close() | |
parser = argparse.ArgumentParser() | |
parser.add_argument("-d", "--delete-days", type=int, default=15) | |
args = parser.parse_args() | |
delete_days = args.delete_days | |
data_deletion(delete_days) |
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