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from __future__ import print_function | |
import pickle | |
import os.path | |
from googleapiclient.discovery import build | |
from google_auth_oauthlib.flow import InstalledAppFlow | |
from google.auth.transport.requests import Request | |
from sqlalchemy import create_engine | |
from sqlalchemy.orm import sessionmaker | |
import pandas as pd | |
SCOPES = ['https://www.googleapis.com/auth/spreadsheets.readonly'] | |
SAMPLE_SPREADSHEET_ID = 'HERE YOUR SPREADSHEET ID' | |
creds = None | |
if os.path.exists('token.pickle'): | |
with open('token.pickle', 'rb') as token: | |
creds = pickle.load(token) | |
if not creds or not creds.valid: | |
if creds and creds.expired and creds.refresh_token: | |
creds.refresh(Request()) | |
else: | |
flow = InstalledAppFlow.from_client_secrets_file( | |
'HERE_YOUR_CREDENTIAL_FILE.json', SCOPES) | |
creds = flow.run_local_server(port=0) | |
with open('token.pickle', 'wb') as token: | |
pickle.dump(creds, token) | |
service = build('sheets', 'v4', credentials=creds) | |
sheet = service.spreadsheets() | |
#SAMPLE RANGE: Cities Base!A:J | |
worksheet = sheet.values().get(spreadsheetId=SAMPLE_SPREADSHEET_ID,range='HERE_A_RANGE').execute() | |
table = worksheet.get('values', []) | |
##Convert table data into a dataframe | |
df = pd.DataFrame(table[1:], columns=table[0]) | |
##Convert number strings to floats and ints | |
df = df.apply(pd.to_numeric, errors='ignore') | |
#Show first rows | |
df.head() |
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