persistStorage.py

import sqlite3

from datetime import datetime, timedelta
import pytz
import os 
from config import HUGGING_FACE_TOKEN, TABLES_DATA_DIR, logsDir
import pandas as pd
import csv 

try:
    os.makedirs(TABLES_DATA_DIR, exist_ok=True)
except:
    pass

# Set the time zone to Pacific Time Zone
TIME_ZONE = 'US/Pacific'
TIMEZONE_OBJ = pytz.timezone(TIME_ZONE)
CACHE_TIME_EXPIRE = 20 #days

def append_dict_to_csv(file_path, row_data):
    fieldnames = row_data.keys()

    with open(file_path, 'a') as csv_file:
        csv_writer = csv.DictWriter(csv_file, fieldnames=fieldnames)

        # Check if the file is empty, and if so, write the header
        if csv_file.tell() == 0:
            csv_writer.writeheader()
        csv_writer.writerow(row_data)

def saveLog(message, level='info') -> None:
    global logsDir
    if not os.path.isdir(logsDir):
        print("Log directory/Data Directory not available.")
        return
    current_time = datetime.now(TIMEZONE_OBJ)
    message = str(message)
    log_file_path = os.path.join(logsDir, f"{current_time.strftime('%Y-%m')}-log.csv")
    data_dict = {"time":str(current_time),  "level": level, "message": message}
    append_dict_to_csv(log_file_path, data_dict)

def getAllLogFilesPaths():
    global logsDir
    # Save processed data to temporary file
    if not os.path.isdir(logsDir):
        print("Log directory/Data Directory not available.")
        return []
    logFiles = [file for file in os.listdir(logsDir) if 'log' in file.lower()]
    print(logFiles,"avaiable logs")
    
    downloadableFilesPaths = [os.path.join(os.path.abspath(logsDir), logFilePath) for logFilePath in logFiles]
    return downloadableFilesPaths

def getLocalDbFileName():
    if len(os.listdir(TABLES_DATA_DIR))==0:
        return None
    localDbName = os.listdir(TABLES_DATA_DIR)[0] #'2023-12-03.db YYYY-MM-DD
    return localDbName

def isTablesCacheValid():
    localDbName = getLocalDbFileName()
    timeCreatedStr = localDbName.split('.')[0]
    timeCreated = datetime.strptime(timeCreatedStr, '%Y-%m-%d')
    if timeCreated + timedelta(days=CACHE_TIME_EXPIRE) > datetime.now():
        return True
    return False

def removeFile(fileNameWithPath):
    if os.path.exists(fileNameWithPath):
        os.remove(fileNameWithPath)
        print(f"File '{fileNameWithPath}' deleted successfully.")
    else:
        print(f"File '{fileNameWithPath}' does not exist.")


def saveTablesDataToLocalDB(tablesData):
    for prevDbs in os.listdir(TABLES_DATA_DIR):
        removeFile(os.path.join(TABLES_DATA_DIR, prevDbs))
    newLocalDb = datetime.now(TIMEZONE_OBJ).strftime('%Y-%m-%d') + '.db'
    localDbNameWithPath = os.path.join(TABLES_DATA_DIR, newLocalDb)
    print(f"saving to local db {localDbNameWithPath}")
    conn = sqlite3.connect(localDbNameWithPath)
    for tableName in tablesData.keys():
        tablesData[tableName].to_sql(tableName, conn, if_exists='replace', index=False)
    conn.close()

def retrieveTablesDataFromLocalDb(tablesList):
    print("retreving tables from localDb")
    localDbName = getLocalDbFileName()
    if localDbName==None:
        return {}
    localDbNameWithPath = os.path.join(TABLES_DATA_DIR, localDbName)
    if not isTablesCacheValid():
        removeFile(localDbNameWithPath)
        return {}
    
    conn = sqlite3.connect(localDbNameWithPath)
    data = {}
    for tableName in tablesList:
        try:
            sql = f'SELECT * FROM {tableName}'
            df = pd.read_sql_query(sql, con=conn)
            data[tableName] = df
        except:
            print(f"Couldn't read {tableName} from localDb. Advise to read all the tables.")
            conn.close()
            return {}
    conn.close()
    return data