393 lines
13 KiB
Python
393 lines
13 KiB
Python
"""
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AUTHOR:
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Khushal P Soonderji
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DATE:
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Monday, 13th Jan., 2025
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OBJECTIVE:
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To provide an easy way to work with '.json' data and files.
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REFERENCES:
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N/A
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DOWNLOADS:
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N/A
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"""
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# *****************************************************************************************************************
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# ***** ****
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# *** IMPORT ***
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# ***** ****
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# *****************************************************************************************************************
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# To make sibling directories accessible for imports:
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import sys
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sys.path.append(".")
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sys.path.append("..")
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# System-level activities:
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import io
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# My utils:
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from utils_v2.string import json
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from utils_v2.string import regex
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from utils_v2.system import files
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from utils_v2.date_time import date_time
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from utils_v2.database.async_mysql_v2 import AsyncMySQL
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# To make HTTP calls:
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import httpx
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import socket
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# To work with date and time:
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import datetime
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import time
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# To work with datatypes:
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from typing import List
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# For handling NaN values:
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import pandas as pd
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# For debugging:
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from icecream import IceCreamDebugger
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# For asynchronous operations:
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import asyncio
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# *****************************************************************************************************************
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# ***** ****
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# *** MACROS / ONE-TIME INIT ***
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# ***** ****
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# *****************************************************************************************************************
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# To make API calls:
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http_client = httpx.AsyncClient(
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limits = httpx.Limits(
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max_connections = 100, # ............ Maximum number of connections allowed in the pool.
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max_keepalive_connections = 50, # ... Maximum number of connections that can be kept alive.
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),
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timeout = httpx.Timeout(
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pool = 120.0, # .... Time to wait for a free connection from the pool.
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connect = 2.5, # ... Time to wait for establishing a connection to the server.
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write = 10.0, # .... Time to wait for sending data.
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read = 120.0 # ..... Time to wait for receiving data.
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)
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)
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# For debugging:
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printer = IceCreamDebugger(prefix = "FireF. | ", includeContext = True)
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no_context_printer = IceCreamDebugger(prefix = "FireF. | ", includeContext = False)
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# *****************************************************************************************************************
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# ***** ****
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# *** VARIABLES ***
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# ***** ****
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# *****************************************************************************************************************
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# This script's config.:
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SERVER_HOSTNAME = str(socket.gethostname())
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SCRIPT_DATA = {}
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# For the database:
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sql_writer: AsyncMySQL | None = None
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sql_reader: AsyncMySQL | None = None
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# *****************************************************************************************************************
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# ***** ****
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# *** FUNCTIONS ***
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# ***** ****
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# *****************************************************************************************************************
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async def init(
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script_id: str,
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debug: bool
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) -> bool:
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"""
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To initialize all credentials, instances, and connectivity for this whole script.
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:param script_id: The id to use to load cred and data from the internal service.
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:param debug: Whether, or not, you would like to print the debug messages.
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:return: True if initialized successfully, else False.
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"""
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# Declare the required global variables:
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global SCRIPT_DATA
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global sql_writer
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global sql_reader
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# Basic stuff:
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if not debug: printer.disable()
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# ┏┓ ┓ ┓ ┳┓
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# ┃ ┏┓┏┓┏┫ ┏┓┏┓┏┫ ┃┃┏┓╋┏┓
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# ┗┛┛ ┗ ┗┻ ┗┻┛┗┗┻ ┻┛┗┻┗┗┻
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# Get the script credentials:
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response = await http_client.get(
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url = r"https://nexcom.ditscentre.in/internal/cred/get",
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headers = {"X-Script-Id": script_id}
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)
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if response.status_code not in [200]:
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print("FATAL: SCRIPT CREDENTIALS LOADING FAILED!")
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return False
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script_cred = response.json().get("data")
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# Get the script data:
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response = await http_client.get(
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url = r"https://nexcom.ditscentre.in/internal/data/get",
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headers = {"X-Script-Id": script_id}
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)
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if response.status_code not in [200]:
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print("FATAL: SCRIPT DATA LOADING FAILED!")
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return False
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SCRIPT_DATA = response.json().get("data")
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# Done with this step:
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printer("Cred and Data loaded.")
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# ┳┳┓ • ┳┓┳┓
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# ┃┃┃┏┓┏┓┓┏┓┃┃┣┫
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# ┛ ┗┗┻┛ ┗┗┻┻┛┻┛
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sql_writer = AsyncMySQL(
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pool_size = script_cred["mariaDb"]["write"]["poolSize"],
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host = script_cred["mariaDb"]["write"]["host"],
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user = script_cred["mariaDb"]["write"]["user"],
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password = script_cred["mariaDb"]["write"]["password"],
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database = script_cred["mariaDb"]["write"]["database"]
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)
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if not await sql_writer.connect():
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print("FATAL: MARIA-DB WRITER CONNECTION FAILED!")
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return False
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sql_reader = AsyncMySQL(
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pool_size = script_cred["mariaDb"]["read"]["poolSize"],
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host = script_cred["mariaDb"]["read"]["host"],
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user = script_cred["mariaDb"]["read"]["user"],
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password = script_cred["mariaDb"]["read"]["password"],
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database = script_cred["mariaDb"]["read"]["database"]
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)
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if not await sql_reader.connect():
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print("FATAL: MARIA-DB READER CONNECTION FAILED!")
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return False
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printer("MariaDB connected.")
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# ┳┓
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# ┃┃┏┓┏┓┏┓
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# ┻┛┗┛┛┗┗
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# If everything went well, we return with success:
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printer("Initialization done.")
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return True
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# ---------------------------------------------------------------------------------------------------------------------
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async def get_all_users() -> dict | None:
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"""
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Simply gets all the details of all the users.
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:return: The dictionary of all the users if successful, else None.
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"""
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# Get a list of all the users:
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rows_affected, result, exception = await sql_reader.execute_one(
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query = r"SELECT * FROM aaa.users;",
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commit = False,
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return_exception = True
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)
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# If something goes wrong:
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if exception: printer(exception)
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# Done here:
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return None if exception else result
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# ---------------------------------------------------------------------------------------------------------------------
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async def get_all_clients() -> dict | None:
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"""
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Simply gets all the details of all the clients.
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:return: The dictionary of all the users if successful, else None.
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"""
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# Get a list of all the users:
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rows_affected, result, exception = await sql_reader.execute_one(
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query = r"SELECT * FROM aaa.accounts_master WHERE account_group_id = 974;",
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commit = False,
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return_exception = True
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)
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# If something goes wrong:
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if exception: printer(exception)
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# Done here:
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return None if exception else result
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# ---------------------------------------------------------------------------------------------------------------------
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async def get_all_departments() -> dict | None:
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"""
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Simply gets all the details of all the departments.
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:return: The dictionary of all the users if successful, else None.
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"""
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# Get a list of all the users:
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rows_affected, result, exception = await sql_reader.execute_one(
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query = "SELECT * FROM aaa.departments WHERE entity_id = 119;",
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commit = False,
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return_exception = True
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)
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# If something goes wrong:
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if exception: printer(exception)
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# Done here:
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return None if exception else result
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# ---------------------------------------------------------------------------------------------------------------------
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async def get_all_processes() -> dict | None:
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"""
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Simply gets all the details of all the processes.
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:return: The dictionary of all the users if successful, else None.
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"""
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# Get a list of all the users:
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rows_affected, result, exception = await sql_reader.execute_one(
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query = (
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r"SELECT * from aaa.processes WHERE department_id IN "
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"(SELECT department_id FROM aaa.departments WHERE entity_id = 119);"
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),
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commit = False,
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return_exception = True
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)
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# If something goes wrong:
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if exception: printer(exception)
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# Done here:
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return None if exception else result
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# ---------------------------------------------------------------------------------------------------------------------
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async def main(debug: bool = False):
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# Load the CSV that contains all the activity records:
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no_context_printer("Reading Excel.")
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activity_df = pd.read_excel(r"/home/developer/Downloads/Telegram Desktop/TaskManager - Edited.xlsx", sheet_name = "Activity")
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printer(len(activity_df))
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# Get a list of all the users:
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no_context_printer("Listing all users.")
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users = await get_all_users()
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users_by_pseudonym = {u["pseudonym"]: u for u in users[-1]}
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# Get a list of all clients:
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no_context_printer("Listing all clients.")
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clients = await get_all_clients()
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clients_by_name = {u["account_name"]: u for u in clients[-1]}
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# Get a list of all departments:
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no_context_printer("Listing all departments.")
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departments = await get_all_departments()
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departments_by_name = {u["department_name"]: u for u in departments[-1]}
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# Get a list of all processes:
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no_context_printer("Listing all processes.")
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processes = await get_all_processes()
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processes_by_name = {u["process_name"]: u for u in processes[-1]}
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# Add the columns to the dataframe:
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no_context_printer("Adding user id to Excel.")
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activity_df["user_id"] = activity_df["Username"].apply(lambda x: users_by_pseudonym.get(x, {}).get("user_id", None))
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no_context_printer("Adding department id to Excel.")
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activity_df["department_id"] = activity_df["Department"].apply(lambda x: departments_by_name.get(x, {}).get("department_id", None))
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no_context_printer("Adding process id to Excel.")
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activity_df["process_id"] = activity_df["Task"].apply(lambda x: processes_by_name.get(x, {}).get("process_id", None))
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no_context_printer("Adding client id to Excel.")
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activity_df["client_id"] = activity_df["Client Name"].apply(lambda x: clients_by_name.get(x, {}).get("account_id", None))
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# Save the file:
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print(activity_df[:10].to_string())
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print("...")
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print(activity_df[-10:].to_string())
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print(len(activity_df))
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activity_df.to_csv(r"/home/developer/Downloads/TaskManager - Data Matched - 20250203.csv", index = False)
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# *****************************************************************************************************************
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# ***** ****
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# *** MAIN PROGRAM ***
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# ***** ****
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# *****************************************************************************************************************
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if __name__ == "__main__":
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# To get args. from the terminal:
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import argparse
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# Get the config. from the command-line:
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parser = argparse.ArgumentParser()
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parser.add_argument(
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"-s", "--script-id",
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dest = "script_id",
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type = str,
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help = "The id of this script (will affect the loaded config)."
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)
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parser.add_argument(
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"-d", "--debug",
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dest = "debug",
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action = "store_true",
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help = "Whether, or not, you want to see debugging messages in the terminal.",
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default = False
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)
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args = parser.parse_args()
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async def runner():
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# Initialize and run the main code:
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if await init(
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script_id = args.script_id,
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debug = args.debug
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): await main()
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# Disconnect from the database:
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if sql_writer: disconnected = await sql_writer.disconnect()
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if sql_reader: disconnected = await sql_reader.disconnect()
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asyncio.run(runner())
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