Last active
August 21, 2022 07:07
-
-
Save andrewdoss-bit/d70131ea871309c03a6d26146991669e to your computer and use it in GitHub Desktop.
Upload csv to bit.io from Python w/ psycopg2
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
import bitdotio | |
import pandas as pd | |
# This is to provide a reproducible csv, | |
# you can ignore and use your own csv | |
df_test = pd.DataFrame( | |
data=[[0, 1, 2], [3, 4, 5]], | |
columns=['a', 'b', 'c']) | |
df_test.to_csv('test.csv', index=False) | |
# Connect with bit.io API key credentials | |
b = bitdotio.bitdotio('<YOUR_API_KEY>') | |
# Create table, if it does not already exist | |
create_table_sql = """ | |
CREATE TABLE "<YOUR_USERNAME>/<YOUR_REPO>"."test" ( | |
a integer, | |
b integer, | |
c integer | |
) | |
""" | |
with b.get_connection() as conn: | |
cursor = conn.cursor() | |
cursor.execute(create_table_sql) | |
# Copy csv from a local file | |
copy_table_sql = """ | |
COPY "<YOUR_USERNAME>/<YOUR_REPO>"."test" FROM stdin WITH CSV HEADER DELIMITER as ','; | |
""" | |
with open('test.csv', 'r') as f: | |
with b.get_connection() as conn: | |
cursor = conn.cursor() | |
cursor.copy_expert(sql=copy_table_sql, file=f) | |
# Note: you can also create a new repo from Python using the API, if needed |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment