Loading Pub/Sub Message to BigQuery with Python

Question

I am tryting to pull Pub/Sub message and load to message to BigQuery with python. I can pull the messages but I could not be able to load it to BigQuery. Here is a code example that write. Do you know how to load this message to BigQuery by using python.

from concurrent.futures import TimeoutError
from google.cloud import pubsub_v1
import os
import time
import json
import pandas as pd
os.environ["GOOGLE_APPLICATION_CREDENTIALS"]="C:/Users/Endo/Desktop/pub-sub-test/eminent-parsec-317508-98e5b51ebde7.json"

# TODO(developer)
project_id = "eminent-parsec-317508"
subscription_id = "my-python-topic-sub"
# Number of seconds the subscriber should listen for messages
timeout = 5.0

subscriber = pubsub_v1.SubscriberClient()
# The `subscription_path` method creates a fully qualified identifier
# in the form `projects/{project_id}/subscriptions/{subscription_id}`
subscription_path = subscriber.subscription_path(project_id, subscription_id)

def callback(message):
    print(f"Received {message}.")
    message.ack()

streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback)
print(f"Listening for messages on {subscription_path}..\n")
print(subscription_path)

dataset_id="message"
table_id="pubsub_message"

def write_messages_to_bq(dataset_id, table_id, subscription_path):
    client = bigquery.Client()
    dataset_ref = client.dataset(dataset_id)
    table_ref = dataset_ref.table(table_id)
    table = client.get_table(table_ref)

    errors = client.insert_rows(table, subscription_path)
    if not errors:
        print('Loaded {} row(s) into {}:{}'.format(len(subscription_path), dataset_id, table_id))
    else:
        print('Errors:')
        for error in errors:
            print(error)

When you say you aren't able to load them into BigQuery, what do you mean? Are you getting an error? If so, can you please add that error to your post? — Kamal Aboul-Hosn, Aug 02 '21 at 11:26
I did not get any error. However I can't load message to BigQuery. If ı changed subscription_path as message. This time I get "name message is not defined "error. — Enes Doğukan Özgener, Aug 02 '21 at 12:03

score 1 · Answer 1 · answered Aug 02 '21 at 13:08

Your code doesn't work. You can't provide a PubSub subscription to BigQuery API to load the data. You need to do differently.

You need to write message by message (because you use the streaming API, it's not a concern) the messages in BigQuery. For that, in your callback method, the method which handle the message when it received it, you write your message to BigQuery, and, if the write is OK you ack your message.

If I refactor your code (not tested, it's just to show you the changes to perform)

from concurrent.futures import TimeoutError
from google.cloud import pubsub_v1
import os
import time
import json
import pandas as pd
os.environ["GOOGLE_APPLICATION_CREDENTIALS"]="C:/Users/Endo/Desktop/pub-sub-test/eminent-parsec-317508-98e5b51ebde7.json"

# TODO(developer)
project_id = "eminent-parsec-317508"
subscription_id = "my-python-topic-sub"
# Number of seconds the subscriber should listen for messages
timeout = 5.0

subscriber = pubsub_v1.SubscriberClient()
# The `subscription_path` method creates a fully qualified identifier
# in the form `projects/{project_id}/subscriptions/{subscription_id}`
subscription_path = subscriber.subscription_path(project_id, subscription_id)

streaming_pull_future = subscriber.subscribe(subscription_path, callback=callback)
print(f"Listening for messages on {subscription_path}..\n")
print(subscription_path)

dataset_id="message"
table_id="pubsub_message"

client = bigquery.Client()
dataset_ref = client.dataset(dataset_id)
table_ref = dataset_ref.table(table_id)
table = client.get_table(table_ref)

def callback(message):
    print(f"Received {message}.")
    errors = client.insert_rows(table, message)
    if not errors:
        print('Loaded {} row(s) into {}:{}'.format(len(subscription_path), dataset_id, table_id))
    message.ack()
    else:
        print('Errors:')
        for error in errors:
            print(error)

Loading Pub/Sub Message to BigQuery with Python

1 Answers1