BigQuery Now Supports GROUP BY and SELECT DISTINCT with Arrays and Structs

August 28, 2024 at 5:14:39 PM

TL;DR Google BigQuery has updated its SQL functionality to support GROUP BY and SELECT DISTINCT operations with arrays and structs, enhancing data analysis flexibility. Users can now group by entire struct fields in one operation and perform nuanced data deduplication across complex types. These improvements streamline queries and reduce complexity, particularly for grouping session traffic source fields.

BigQuery Now Supports GROUP BY and SELECT DISTINCT with Arrays and Structs

Google BigQuery has rolled out an update to its SQL functionality. Users can now use GROUP BY and SELECT DISTINCT operations with arrays and structs, offering more flexible data analysis capabilities.

Key Features of the Update:

  1. GROUP BY with Structs: Users can group by entire struct fields in a single operation.
  2. SELECT DISTINCT with Arrays and Structs: Allows for more nuanced data deduplication across complex data types.
  3. Improved Efficiency: These operations can reduce query complexity for certain types of analyses.

Practical Application:

Users can now group by all session traffic source fields with a single GROUP BY struct statement. This capability streamlines queries that previously might have required multiple GROUP BY clauses.

Example Query:

SELECT 
  session_traffic_source_last_click.manual_campaign, 
  COUNTIF(event_name = "session_start") 
FROM 
  `project.dataset.events_table`
GROUP BY 1

In this example, we're grouping by a struct field manual_campaign within session_traffic_source_last_click and counting session starts. This query demonstrates how the new functionality allows for more concise and efficient grouping operations on complex data structures. This update is particularly useful for working with nested and repeated data structures, common in web analytics and event logging. It aligns with BigQuery's goal of providing powerful tools for large-scale data analysis.

Have more questions on this topic? Ask our AI assistant for in-depth insights.

The Only Digital Marketing Feed You'll Ever Need.

Stay informed your way. Tailored updates when and how you want them. 100% Free.

10,000+ Users

500+ Sources

1000+ Tools

Or

Related Posts

BigQuery Introduces Metadata Caching for SQL Translation

BigQuery Introduces Metadata Caching for SQL Translation

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery Data Transfer Service adds Google Analytics 4 reporting support Trending ️‍πŸ”₯

BigQuery Data Transfer Service adds Google Analytics 4 reporting support

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
AI marketing workflows made simple

AI marketing workflows made simple

Featured
Markifact
Markifact

Verified Sponsor

Verified Sponsor

Markifact is a Verified Sponsor. Want to get featured here? Contact us.

Verified Sponsor
Google Updates BigQuery with New Pipelines, Version Control, and Claude AI Integration

Google Updates BigQuery with New Pipelines, Version Control, and Claude AI Integration

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery Makes Analytics Hub Egress Controls and Data Clean Room Subscriptions Widely Available

BigQuery Makes Analytics Hub Egress Controls and Data Clean Room Subscriptions Widely Available

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery Data Transfer Service adds custom reports support for Google Ads

BigQuery Data Transfer Service adds custom reports support for Google Ads

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
Google Enhances Gemini in BigQuery with Python Code Completion

Google Enhances Gemini in BigQuery with Python Code Completion

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source
BigQuery Enhances Resource Utilization Charts with New Metrics and Configuration Options

BigQuery Enhances Resource Utilization Charts with New Metrics and Configuration Options

Google Cloud
Google Cloud

Official Source

Official Source

Google Cloud is a Official Source. The source has been verified by Swipe Insight team.

Official Source

Related Tools

Markifact logo

Markifact

Verified Tool

Verified Tool

Markifact is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Marketing Workflows Powered by AI

Featured
Marketing Auditor logo

Marketing Auditor

Verified Tool

Verified Tool

Marketing Auditor is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Automated audits for Google Ads and Analytics.

Get Featured Here

Showcase your tool in this list.

Contact Us
Databricks logo

Databricks

Generative AI-powered data intelligence platform

Data Engineering
GA4 SQL logo

GA4 SQL

Verified Tool

Verified Tool

GA4 SQL is a Verified Tool. Want to get this badge? Contact us.

Verified Tool

Generate GA4 BigQuery queries easily

Data Analysis
TapClicks logo

TapClicks

Automated marketing solutions powered by your data

Data Engineering
Stitch logo

Stitch

Automated cloud data pipelines, no coding needed

Data Engineering
Akkio logo

Akkio

AI-powered analytics for agencies

Data Analysis
NinjaCat logo

NinjaCat

AI-powered marketing data and analytics platform

Reporting
Funnel logo

Funnel

Aggregate and analyze marketing data seamlessly

Reporting
Fivetran logo

Fivetran

Effortlessly centralize and move data from any source

Data Engineering

Get Featured Here

Showcase your tool in this list.

Contact Us