vscode-dbt-power-user

vscode-dbt-power-user

针对dbt项目的VSCode扩展工具

vscode-dbt-power-user是一个为dbt项目开发设计的VSCode扩展。它提供代码自动补全、查询预览、列级血缘分析、模型和文档生成等功能。此外,该扩展支持一键运行模型和测试、SQL验证、BigQuery成本估算等工具。这些功能有助于提高dbt项目的开发效率和代码质量,适用于不同经验水平的开发者。

vscode-dbt-power-userdbtVSCode数据建模SQLGithub开源项目

vscode-dbt-power-user

Last updated Version Installs Build passing

This open source extension makes VSCode seamlessly work with dbt™.

If you need help with setting up the extension, please check the documentation. For any issues or bugs, please contact us via chat or Slack.

Features:

FeatureDetails
Auto-complete dbt™ codeAuto-fill model names, macros, sources and docs. Click on model names, macros, sources to go to definitions.
Preview Query results and AnalyzeGenerate dbt™ model / query results. Export as CSV or analyze results by creating graphs, filters, groups
Column lineageModel lineage as well as column lineage
Generate dbt™ Modelsfrom source files or convert SQL to dbt™ Model (docs)
Generate documentationGenerate model and column descriptions or write in the UI editor. Save formatted text in YAML files.
Defer to prodBuild your model in development without building (by defering) your upstream models
Click to run parent / child models and testsJust click to do common dbt™ operations like running tests, parent / child models or previewing data.
Compiled query preview and explanationGet live preview of compiled query as your write code. Also, generate explanations for dbt™ code written previously (by somebody else)
Project health checkIdentify issues in your dbt™ project like columns not present, models not materialized
SQL validatorIdentify issues in SQL like typos in keywords, missing or extra parentheses, non-existent columns
Big Query cost estimatorEstimate data that will be processed by dbt™ model in BigQuery
Other featuresdbt™ logs viewer (force tailing)

Note: This extension is fully compatible with dev containers, code spaces and remote extension. See Visual Studio Code Remote - Containers and Visual Studio Code Remote - WSL. The extension is supported for dbt™ versions above 1.0.

Features

<a id="autocomplete">Autocomplete model, macro, source names and click to go to definition</a>

Auto-fill model names, macros, sources and docs. Click on model names, macros, sources to go to definitions. (docs)

autocomplete

<a id="querypreview">Preview query results and analyze</a>

Generate dbt™ model / query results. Export as CSV or analyze results by creating graphs, filters, groups. (docs)

previewquery

<a id="lineage">Column lineage</a>

View model lineage as well as column lineage with components like models, seeds, sources, exposures and info like model types, tests, documentation, linkage types. (docs)

lineage

<a id="genmodel"> Generate dbt™ Models from source or SQL</a>

Generate dbt™ models from sources defined in YAML. You can also convert existing SQL to a dbt™ model where references get populated automatically. (docs)

genmodel

<a id="gendoc"> Generate documentation</a>

Generate model and column descriptions automatically or write descriptions manually in the UI editor. Your descriptions are automatically formatted and saved in YAML files. (docs)

gendoc

<a id="defertoprod">Defer to prod</a>

Defer building your upstream models when you make changes in development by referencing production models. Here's (more info) about the concept. This functionality can be used in dbt™ core with the extension. (docs)

<a id="clicktorun"> Click to run parent/child models and tests</a>

Just click to do common button operations like executing tests, building or running parent / child models. (docs)

autocomplete

<a id="queryexplanation"> Compiled query preview and explanation</a>

Get live preview of compiled query as your write code. Also, generate explanations for dbt™ code written previously (by somebody else). (docs)

explanation

<a id="healthcheck"> Project health check</a>

Identify issues in your dbt™ project like columns not present, models not materialized. (docs)

healthcheck

<a id="validateSQL"> SQL validator</a>

Validate SQL to identify issues like mistyped keywords, extra parentheses, columns no present in database (docs)

sql-validator

<a id="bqcost"> Big Query cost estimator</a>

Estimate data that will be processed by dbt™ model in BigQuery (docs)

bqcostestimator

<a id="otherfeatures"> Other features</a>

dbt™ logs view (force tailing)

dbt-log

Please check documentation for additional info. For any issues or bugs, please contact us via chat or Slack.

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