TG tools update
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@@ -16,18 +16,22 @@ class DatabaseHandler:
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self.cursor.execute(f"select tablename from pg_tables where schemaname='public'")
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self.table_list = [item[0] for item in self.cursor.fetchall()]
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def create_table(self, table_structure, table_name, force_create=False):
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def create_table(self, table_structure, table_name, force_create=False, primary_key_list=None):
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table_name = table_name.lower()
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if force_create and self.exists_table(table_name):
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self.drop_table(table_name)
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sql = f'Create Table {table_name}('
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content_list = []
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for key, values in table_structure.items():
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content_list.append(f'{key.replace(" ", "_").replace("-", "_")} {values}')
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key_string = f'{key.replace(" ", "_").replace("-", "_")} {values}'
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if primary_key_list and key in primary_key_list:
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key_string += ' PRIMARY KEY'
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content_list.append(key_string)
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sql += ',\n'.join(content_list)
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sql += ');'
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self.connection.cursor().execute(sql)
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self.connection.commit()
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self.table_list.append(table_name)
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def exists_table(self, table_name):
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table_name = table_name.lower()
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@@ -74,5 +78,44 @@ class DatabaseHandler:
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self.connection.commit()
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self.logger.info(f'Inserted into table {table_name}, rows: {min(i+batch, len(target))}/{len(target)}')
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def insert_json_into_table(self, table_name, data_list, batch=1000, unique_columns=None):
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"""
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insert a list of json into table. The json content should contain all the required columns as its keys.
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:param batch: batch size
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:param table_name: which table to insert into
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:param data_list: target json
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:param unique_columns: the unique column of the table. If set, that column will be
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checked to ensure no duplicate entries
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:return:
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"""
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table_name = table_name.lower()
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if not self.exists_table(table_name):
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self.logger.error(f'table: {table_name} not exists in database.')
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return
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table_structure = list(data_list[0].keys())
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if unique_columns and unique_columns not in table_structure:
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raise ValueError(f'{unique_columns} not in data')
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sql = (f"INSERT INTO {table_name}({','.join(table_structure)}) VALUES({','.join(['%s'] * len(table_structure))})"
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f" ON CONFLICT ({unique_columns}) DO NOTHING")
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target = [list(item.values()) for item in data_list]
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for i in range(0, len(target), batch):
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try:
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self.cursor.executemany(sql, target[i: i+batch])
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except psycopg2.errors.InternalError_ as e:
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print(e)
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size = 0
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for line in target[i:i+batch]:
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if line[-1]:
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size += line[-1]
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print(size / 1024 / 1024)
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print('error')
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except Exception as e:
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print(sql)
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print(e)
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self.connection.commit()
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self.logger.info(f'Inserted into table {table_name}, rows: {min(i+batch, len(target))}/{len(target)}')
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def close(self):
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self.connection.close()
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@@ -6,10 +6,16 @@ import shutil
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import pandas as pd
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import logging
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from pathlib import Path
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from src.My_Logger.project_logger import LoggerClass
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from src.PostgresSQL.databaseHandler import DatabaseHandler
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from src.utils.utils import load_config, size_of_file
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project_path = Path(__file__).parent.parent.parent.absolute()
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data_path = os.path.join(project_path, 'data')
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config_path = os.path.join(project_path, 'config')
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def process_message_text(text):
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if isinstance(text, str):
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@@ -157,20 +163,8 @@ class MessageUploader:
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return file_path.replace(file_name, new_file_name)
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if __name__ == "__main__":
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config = load_config('../config')
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config['database'] = "TestDB"
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tg = MessageUploader(config_path='../config',
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local_logger=LoggerClass().get_log(logging.DEBUG),
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local_load_path='E:\\SNSFiles\\ChatExport_2023-12-27',
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local_file_db_path=config['file_db_path'],
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size_limit=0.25)
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# with open('../data/Rynco_Group.txt', 'r', encoding='utf-8') as f:
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# file_content = f.readlines()
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def upload_didi_saved_message_to_db():
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msg_list = []
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csv_content = pd.read_csv('../data/Rynco_Group.csv', encoding='utf-8')
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for row, content in csv_content.iterrows():
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try:
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@@ -194,6 +188,17 @@ if __name__ == "__main__":
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}
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msg_list.append(target)
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tg.upload_to_database(msg_list, 'Rynco_Group_private_supergroup')
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if __name__ == "__main__":
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config = load_config(config_path)
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config['database'] = "TestDB"
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tg = MessageUploader(config_path=config_path,
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local_logger=LoggerClass().get_log(logging.DEBUG),
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local_load_path='E:\\SNSFiles\\ChatExport_2023-12-27',
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local_file_db_path=config['file_db_path'],
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size_limit=0.25)
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tg.do_upload()
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tg.db_handler.close()
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print('done')
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@@ -3,6 +3,11 @@ import json
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def load_config(config_path):
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"""
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:param config_path: config folder path
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:return:
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"""
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if os.path.exists(os.path.join(config_path, 'config_local.txt')):
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config_path = os.path.join(config_path, 'config_local.txt')
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else:
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