11---
2- name : developing-with- bigquery
2+ name : bigquery
33description : |
44 Provides BigQuery-specific logic, knowledge, and specialized standards.
55 Use this skill whenever you are doing anything with BigQuery, including:
@@ -9,17 +9,14 @@ description: |
99 4. Graph Analytics (GQL & Property Graphs)
1010license : Apache-2.0
1111metadata :
12- version : v2
12+ version : v4
1313 publisher : google
14+
1415---
1516
1617This skill provides comprehensive guidance for BigQuery services, optimizations,
1718and data handling. It acts as a routing table for specialized BigQuery topics.
1819
19- > [ !IMPORTANT]
20- >
21- > For general standards on running BigQuery in notebooks (SQL cells, ` export `
22- > keyword), see ` @skill:notebook-guidance ` .
2320
2421> [ !IMPORTANT]
2522>
@@ -33,12 +30,14 @@ features:
3330
3431Performance and efficiency guidelines for BigQuery SQL. Includes rules for
3532column pruning, pushdown, and materialization strategies.
33+
3634- ** Guide** : [ OPTIMIZATION.md] ( references/sql/OPTIMIZATION.md )
3735
3836### 2. BigFrames (BigQuery DataFrames)
3937
4038Guidelines for generating valid BigFrames code for data manipulation, model
4139development, and visualization.
40+
4241- ** Guide** : [ BIGFRAMES.md] ( references/bigframes/BIGFRAMES.md )
4342
4443Bigframes should be the default library/tool as it is more efficient than using
@@ -48,6 +47,7 @@ the BigQuery Python client library.
4847
4948Usage rules and syntax standards for all BigQuery AI/ML functions via SQL
5049(Forecasting, Generative AI, Classification, etc.).
50+
5151- ** Best Practices** : [ ai_function_best_practices.md] ( references/ai-ml/ai_function_best_practices.md )
5252- ** Functions Reference** :
5353
@@ -70,5 +70,10 @@ Usage rules and syntax standards for all BigQuery AI/ML functions via SQL
7070### 4. Graph Analytics (Property Graphs & GQL)
7171
7272Guidelines and best practices for querying property graphs in BigQuery.
73+
7374- ** Property Graph Guidelines** : [ graph_queries.md] ( references/graph/graph_queries.md ) - Standard GQL syntax and query patterns.
7475- ** Semantic Graph Guidelines** : [ semantic_queries.md] ( references/graph/semantic_queries.md ) - Semantic graph operations and expand functions.
76+ - ** Graph Schema DDL Advisor** :
77+ [ graph_schema_ddl_advisor.md] ( references/graph/graph-schema/graph_schema_ddl_advisor.md )
78+ - Assists in defining, correcting, and optimizing BigQuery Property Graph
79+ and Semantic Graph schemas.
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