Скачать или смотреть BigQuery Streaming Simplified (The Two Best Options)

Learn how to stream data into Google BigQuery using two powerful methods: direct Python streaming and Pub/Sub integration. Perfect for data engineers, IoT developers, and anyone working with real-time data analytics!

What You'll Learn:
• How to set up BigQuery streaming using Python
• Understanding different stream types (Pending, Committed, Buffered)
• Working with the Storage Write API
• Implementing Pub/Sub for decoupled data streaming
• Handling permissions and IAM setup
• Best practices for production environments

Key Topics Covered:
BigQuery data warehousing
Real-time data streaming
IoT data ingestion
Python implementation
Pub/Sub messaging
Error handling
Scalability considerations
Production best practices

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Demonstration Code and Diagram: https://github.com/nodematiclabs/bigq...

0:00 Conceptual Overview
1:20 BigQuery Dataset
2:37 Storage Write API Streaming
12:40 PubSub Streaming

#bigquery #googlecloud #dataengineering