From 73496c2cda29b14a00b95b9bc838aecca95fe961 Mon Sep 17 00:00:00 2001 From: Adrian Pasek <99073144+adrian-pasek-prv@users.noreply.github.com> Date: Sat, 23 Nov 2024 20:42:13 +0100 Subject: [PATCH 01/40] Fix compiled name of DBT_ENV_CUSTOM_ENV_MY_FAVORITE_NUMBER DBT_ENV_CUSTOM_ENV prefix is stripped during compilation --- website/docs/reference/dbt-jinja-functions/env_var.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/dbt-jinja-functions/env_var.md b/website/docs/reference/dbt-jinja-functions/env_var.md index 28feccc30e4..7e85ed9797a 100644 --- a/website/docs/reference/dbt-jinja-functions/env_var.md +++ b/website/docs/reference/dbt-jinja-functions/env_var.md @@ -91,7 +91,7 @@ $ DBT_ENV_CUSTOM_ENV_MY_FAVORITE_COLOR=indigo DBT_ENV_CUSTOM_ENV_MY_FAVORITE_NUM ``` Compiles to: ```sql --- {'MY_FAVORITE_COLOR': 'indigo', 'DBT_ENV_CUSTOM_ENV_MY_FAVORITE_NUMBER': '6'} +-- {'MY_FAVORITE_COLOR': 'indigo', 'MY_FAVORITE_NUMBER': '6'} select 1 as id ``` From 07e63139e369065a62ebf3c49f9eb03922395441 Mon Sep 17 00:00:00 2001 From: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> Date: Mon, 9 Dec 2024 14:46:45 -0500 Subject: [PATCH 02/40] Adding to contracts ref --- website/docs/reference/resource-configs/contract.md | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/website/docs/reference/resource-configs/contract.md b/website/docs/reference/resource-configs/contract.md index fb25076b0d9..18266ec672f 100644 --- a/website/docs/reference/resource-configs/contract.md +++ b/website/docs/reference/resource-configs/contract.md @@ -14,6 +14,13 @@ When the `contract` configuration is enforced, dbt will ensure that your model's This is to ensure that the people querying your model downstream—both inside and outside dbt—have a predictable and consistent set of columns to use in their analyses. Even a subtle change in data type, such as from `boolean` (`true`/`false`) to `integer` (`0`/`1`), could cause queries to fail in surprising ways. +## Support + +At present, model contracts are supported for: +- SQL models (not yet Python) +- Models materialized as `table`, `view`, and `incremental` (with `on_schema_change: append_new_columns` or `on_schema_change: fail`) +- The most popular data platforms — though support and enforcement of different [constraint types](/reference/resource-properties/constraints) vary by platform + ## Data type aliasing dbt uses built-in type aliasing for the `data_type` defined in your YAML. For example, you can specify `string` in your contract, and on Postgres/Redshift, dbt will convert it to `text`. If dbt doesn't recognize the `data_type` name among its known aliases, it will pass it through as-is. This is enabled by default, but you can opt-out by setting `alias_types` to `false`. @@ -91,12 +98,6 @@ When you `dbt run` your model, _before_ dbt has materialized it as a table in th 20:53:45 > in macro assert_columns_equivalent (macros/materializations/models/table/columns_spec_ddl.sql) ``` -## Support - -At present, model contracts are supported for: -- SQL models (not yet Python) -- Models materialized as `table`, `view`, and `incremental` (with `on_schema_change: append_new_columns`) -- The most popular data platforms — though support and enforcement of different [constraint types](/reference/resource-properties/constraints) vary by platform ### Incremental models and `on_schema_change` From 38a23899c4985362f92074703118732380f622ad Mon Sep 17 00:00:00 2001 From: john-rock Date: Mon, 9 Dec 2024 16:14:49 -0500 Subject: [PATCH 03/40] add strict csp policy --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index fa90697a517..fac47ebede7 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "img-src 'self' data: https:;" + "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self';" }, { "key": "Strict-Transport-Security", From 24e44ea26e8f106f7e6cdf8c9bb435aebe4e9047 Mon Sep 17 00:00:00 2001 From: john-rock Date: Mon, 9 Dec 2024 16:28:15 -0500 Subject: [PATCH 04/40] update more resources --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index fac47ebede7..4de52e96391 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self';" + "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com https://app.mutinyhq.com https://www.wistia.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" }, { "key": "Strict-Transport-Security", From c0851e1b8b1d1cccaf29676ecfd3e1bd256aaffd Mon Sep 17 00:00:00 2001 From: john-rock Date: Mon, 9 Dec 2024 16:29:26 -0500 Subject: [PATCH 05/40] update wistia --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index 4de52e96391..b0fbb1d0f19 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com https://app.mutinyhq.com https://www.wistia.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" + "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com https://app.mutinyhq.com https://*.wistia.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" }, { "key": "Strict-Transport-Security", From d2d7b35e23fef356aea0aa7bd4fed1365e303f65 Mon Sep 17 00:00:00 2001 From: john-rock Date: Mon, 9 Dec 2024 16:35:05 -0500 Subject: [PATCH 06/40] url updates --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index b0fbb1d0f19..16c31a3ba59 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com https://app.mutinyhq.com https://*.wistia.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self'; frame-ancestors https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" + "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com https://solve-widget.forethought.ai https://*.mutinycdn.com https://cdn.jsdelivr.net https://code.jquery.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self';" }, { "key": "Strict-Transport-Security", From a5c5aa056a90529379f1615355b7963befb8ad0f Mon Sep 17 00:00:00 2001 From: john-rock Date: Mon, 9 Dec 2024 16:41:28 -0500 Subject: [PATCH 07/40] revert all for testing --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index 16c31a3ba59..fa90697a517 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "default-src 'self'; script-src 'self' 'unsafe-inline' 'unsafe-eval' https://www.googletagmanager.com https://*.getdbt.com https://solve-widget.forethought.ai https://*.mutinycdn.com https://cdn.jsdelivr.net https://code.jquery.com; style-src 'self' 'unsafe-inline' https://fonts.googleapis.com https://cdn.jsdelivr.net; img-src 'self' data: https: blob:; font-src 'self' data: https://fonts.gstatic.com https://fonts.googleapis.com; frame-src 'self' https://www.youtube.com https://www.loom.com; connect-src 'self' https://*.getdbt.com https://*.algolia.net https://*.algolianet.com https://www.google-analytics.com; object-src 'none'; base-uri 'self'; form-action 'self';" + "value": "img-src 'self' data: https:;" }, { "key": "Strict-Transport-Security", From fb3ecac84dc8a6d345fc178bc68320b031771c83 Mon Sep 17 00:00:00 2001 From: john-rock Date: Tue, 10 Dec 2024 14:38:45 -0500 Subject: [PATCH 08/40] add frame ancestors --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index fa90697a517..b77e6f5e600 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "img-src 'self' data: https:;" + "value": "img-src 'self' data: https:; frame-ancestors 'self' https://*.youtube.com https://*.wistia.com https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" }, { "key": "Strict-Transport-Security", From 38ca2b6f03a04bd64af961fdcd5ac5249cc7051e Mon Sep 17 00:00:00 2001 From: john-rock Date: Tue, 10 Dec 2024 15:12:46 -0500 Subject: [PATCH 09/40] add frame ancestors --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index b77e6f5e600..b389e7bddde 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "img-src 'self' data: https:; frame-ancestors 'self' https://*.youtube.com https://*.wistia.com https://app.mutinyhq.com *.getdbt.com *.vercel.app http://localhost:3000" + "value": "img-src 'self' data: https:; frame-ancestors 'self' https://app.mutinyhq.com https://*.getdbt.com" }, { "key": "Strict-Transport-Security", From 121ed9ef75d8c23b00c41239878e6262786d63a2 Mon Sep 17 00:00:00 2001 From: john-rock Date: Tue, 10 Dec 2024 15:31:49 -0500 Subject: [PATCH 10/40] update mutiny domain --- website/vercel.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/vercel.json b/website/vercel.json index b389e7bddde..b68dc053db9 100644 --- a/website/vercel.json +++ b/website/vercel.json @@ -3651,7 +3651,7 @@ }, { "key": "Content-Security-Policy", - "value": "img-src 'self' data: https:; frame-ancestors 'self' https://app.mutinyhq.com https://*.getdbt.com" + "value": "img-src 'self' data: https:; frame-ancestors 'self' https://*.mutinyhq.com https://*.getdbt.com" }, { "key": "Strict-Transport-Security", From b1f9850cd0213dab8ffbf3f5e936c289e8091860 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 11 Dec 2024 16:15:29 +0000 Subject: [PATCH 11/40] add new content --- .../docs/cloud/about-cloud/about-dbt-cloud.md | 2 +- .../dbt-cloud-ide/develop-in-the-cloud.md | 2 +- website/docs/docs/cloud/dbt-copilot.md | 6 +- website/docs/docs/cloud/use-dbt-copilot.md | 59 ++++++++++++++++-- .../copilot-sql-generation-prompt.jpg | Bin 0 -> 96702 bytes .../cloud-ide/copilot-sql-generation.gif | Bin 0 -> 678867 bytes 6 files changed, 59 insertions(+), 10 deletions(-) create mode 100644 website/static/img/docs/dbt-cloud/cloud-ide/copilot-sql-generation-prompt.jpg create mode 100644 website/static/img/docs/dbt-cloud/cloud-ide/copilot-sql-generation.gif diff --git a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md index 08bbcb94c3b..61f344cab5d 100644 --- a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md +++ b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md @@ -24,7 +24,7 @@ dbt Cloud's [flexible plans](https://www.getdbt.com/pricing/) and features make diff --git a/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md b/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md index c9d2cbbad30..5781e4a8800 100644 --- a/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md +++ b/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md @@ -13,7 +13,7 @@ The dbt Cloud integrated development environment (IDE) is a single web-based int The dbt Cloud IDE offers several [keyboard shortcuts](/docs/cloud/dbt-cloud-ide/keyboard-shortcuts) and [editing features](/docs/cloud/dbt-cloud-ide/ide-user-interface#editing-features) for faster and efficient development and governance: - Syntax highlighting for SQL — Makes it easy to distinguish different parts of your code, reducing syntax errors and enhancing readability. -- AI copilot — Use [dbt Copilot](/docs/cloud/dbt-copilot), a powerful AI engine that can generate documentation, tests, and semantic models for your dbt SQL models. +- AI copilot — Use [dbt Copilot](/docs/cloud/dbt-copilot), a powerful AI engine that can [generate inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. - Auto-completion — Suggests table names, arguments, and column names as you type, saving time and reducing typos. - Code [formatting and linting](/docs/cloud/dbt-cloud-ide/lint-format) — Helps standardize and fix your SQL code effortlessly. - Navigation tools — Easily move around your code, jump to specific lines, find and replace text, and navigate between project files. diff --git a/website/docs/docs/cloud/dbt-copilot.md b/website/docs/docs/cloud/dbt-copilot.md index 403df86a089..3f2c83d4c98 100644 --- a/website/docs/docs/cloud/dbt-copilot.md +++ b/website/docs/docs/cloud/dbt-copilot.md @@ -8,10 +8,12 @@ pagination_prev: null # About dbt Copilot -dbt Copilot is a powerful artificial intelligence (AI) engine that's fully integrated into your dbt Cloud experience and designed to accelerate your analytics workflows. dbt Copilot embeds AI-driven assistance across every stage of the analytics development life cycle (ADLC), empowering data practitioners to deliver data products faster, improve data quality, and enhance data accessibility. With automatic code generation, you can let the AI engine generate the [documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you. +dbt Copilot is a powerful artificial intelligence (AI) engine that's fully integrated into your dbt Cloud experience and designed to accelerate your analytics workflows. dbt Copilot embeds AI-driven assistance across every stage of the analytics development life cycle (ADLC), empowering data practitioners to deliver data products faster, improve data quality, and enhance data accessibility. + +With automatic code generation, let dbt Copilot [generate inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. :::tip Beta feature -dbt Copilot is designed to _help_ developers generate documentation, tests, and semantic models in dbt Cloud. It's available in beta, in the dbt Cloud IDE only. +dbt Copilot is designed to _help_ developers generate documentation, tests, and semantic models, as well as [inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, in dbt Cloud. It's available in beta, in the dbt Cloud IDE only. To use dbt Copilot, you must have an active [dbt Cloud Enterprise account](https://www.getdbt.com/pricing) and either agree to use dbt Labs' OpenAI key or provide your own Open AI API key. [Register here](https://docs.google.com/forms/d/e/1FAIpQLScPjRGyrtgfmdY919Pf3kgqI5E95xxPXz-8JoVruw-L9jVtxg/viewform) or reach out to the Account Team if you're interested in joining the private beta. ::: diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index 30def967f96..146a1aca806 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -1,22 +1,69 @@ --- title: "Use dbt Copilot" sidebar_label: "Use dbt Copilot" -description: "Use the dbt Copilot AI engine to generate documentation, tests, and semantic models from scratch, giving you the flexibility to modify or fix generated code." +description: "Use dbt Copilot to generate documentation, tests, semantic models, and inline sql code from scratch, giving you the flexibility to modify or fix generated code." --- # Use dbt Copilot -Use dbt Copilot to generate documentation, tests, and semantic models from scratch, giving you the flexibility to modify or fix generated code. To access and use this AI engine: +Use dbt Copilot to generate documentation, tests, semantic models, and inline sql code from scratch, giving you the flexibility to modify or fix generated code. -1. Navigate to the dbt Cloud IDE and select a SQL model file under the **File Explorer**. +This page explains how to use dbt Copilot to: -2. In the **Console** section (under the **File Editor**), click **dbt Copilot** to view the available AI options. +- [Generate resources](#generate-resources) — Save time by using dbt Copilot’s generation button to generate documentation, tests, and semantic model files during your development. +- [Generate inline sql code](#generate-inline-sql-code) — Use natural language prompts to generate SQL code from scratch or to edit existing SQL file by using keyboard shortcuts or highlighting code. + +## Generate resources +Generate documentation, tests, and semantic models resources with the click-of-a-button using dbt Copilot, saving you time. To access and use this AI feature: + +1. Navigate to the dbt Cloud IDE and select a SQL model file under the **File Explorer**. +2. In the **Console** section (under the **File Editor**), click **dbt Copilot** to view the available AI options. 3. Select the available options to generate the YAML config: **Generate Documentation**, **Generate Tests**, or **Generate Semantic Model**. - To generate multiple YAML configs for the same model, click each option separately. dbt Copilot intelligently saves the YAML config in the same file. - 4. Verify the AI-generated code. You can update or fix the code as needed. - 5. Click **Save As**. You should see the file changes under the **Version control** section. + +## Generate inline SQL + +dbt Copilot also allows you to generate SQL code directly within the SQL file in the dbt Cloud IDE, using natural language prompts. This means you can rewrite or add specific portions of the SQL file file without needing to edit the entire file. + +This intelligent AI tool streamlines SQL development by reducing errors, scaling effortlessly with complexity, and saving valuable time. dbt Copilot's [prompt window](#use-the-prompt-window), accessible by keyboard shortcut, handles repetitive or complex SQL generation effortlessly so you can focus on high-level tasks. + +Use Copilot's prompt window for use cases like: + +- Writing advanced transformations +- Performing bulk edits efficiently +- Crafting complex patterns like regex + +### Use the prompt window + +Access dbt Copilot's AI prompt window using the keyboard shortcut Cmd+B (Mac) or Ctrl+B (Windows) to: + +#### 1. Generate SQL from scratch +- Use the keyboard shortcuts Cmd+B (Mac) or Ctrl+B (Windows) to generate SQL from scratch. +- Enter your instructions to generate SQL code tailored to your needs using natural language. + + + +#### 2. Edit existing SQL code +- Highlight a section of SQL code and press Cmd+B (Mac) or Ctrl+B (Windows) to open the prompt window for editing. +- Use this to refine or modify specific code snippets based on your needs. + +#### 3. Review changes with the diff view to quickly assess the impact of the changes before making changes +- When a suggestion is generated, Copilot displays a visual "diff" view to help you compare the proposed changes with your existing code: + - **Green**: Means new code that will be added if you accept the suggestion. + - **Red**: Highlights existing code that will be removed or replaced by the suggested changes. + +#### 4. Accept or reject suggestions for full control +- **Accept**: If the generated SQL meets your requirements, click the **Accept** button to apply the changes directly to your `.sql` file directly in the IDE. +- **Reject**: If the suggestion don’t align with your request/prompt, click **Reject** to discard the generated SQL without making changes and start again. + +Once you've accepted a suggestion, you can continue to use the prompt window to generate additional SQL code and commit your changes to the branch. + + + +### Considerations +Currently, dbt Copilot is focused on generating inline SQL code to streamline development. 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zULDw11KVl6y?+`_V2Jtj=~FP!08^Kmni?=hxN_wRmrp`s}-H7w&j>1FYJu#99-MzbZ zN@AQ7vK<7Z_FRyaIGB}F3@Tk7$mXK{bl;rS5U0w$S zj|eL`af5sIA_gWx2x=!fW`e&qFHnxN%Q{ya^EBR0mpOSmc;R=wUr~lQmK}d9^n}cX hDrk8i$0y(<;foqxmjXA075Dy6eLMY6V1?r3{{t-|O$z`3 literal 0 HcmV?d00001 From cce87491ccab5f487fa4ae84cecb8497a5393e12 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:25:51 +0000 Subject: [PATCH 12/40] Update website/docs/docs/cloud/about-cloud/about-dbt-cloud.md --- website/docs/docs/cloud/about-cloud/about-dbt-cloud.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md index 61f344cab5d..1a7e59dd5c2 100644 --- a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md +++ b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md @@ -24,7 +24,7 @@ dbt Cloud's [flexible plans](https://www.getdbt.com/pricing/) and features make From 10e62547c0bed4f7bc9c84d48b8c5c6997b59a6a Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 11 Dec 2024 16:26:04 +0000 Subject: [PATCH 13/40] udpates --- .../docs/cloud/about-cloud/about-dbt-cloud.md | 2 +- .../cloud/dbt-cloud-ide/develop-in-the-cloud.md | 2 +- website/docs/docs/cloud/dbt-copilot.md | 4 ++-- website/docs/docs/cloud/use-dbt-copilot.md | 16 +++++++++++----- 4 files changed, 15 insertions(+), 9 deletions(-) diff --git a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md index 61f344cab5d..1a7e59dd5c2 100644 --- a/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md +++ b/website/docs/docs/cloud/about-cloud/about-dbt-cloud.md @@ -24,7 +24,7 @@ dbt Cloud's [flexible plans](https://www.getdbt.com/pricing/) and features make diff --git a/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md b/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md index 5781e4a8800..de44de67b33 100644 --- a/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md +++ b/website/docs/docs/cloud/dbt-cloud-ide/develop-in-the-cloud.md @@ -13,7 +13,7 @@ The dbt Cloud integrated development environment (IDE) is a single web-based int The dbt Cloud IDE offers several [keyboard shortcuts](/docs/cloud/dbt-cloud-ide/keyboard-shortcuts) and [editing features](/docs/cloud/dbt-cloud-ide/ide-user-interface#editing-features) for faster and efficient development and governance: - Syntax highlighting for SQL — Makes it easy to distinguish different parts of your code, reducing syntax errors and enhancing readability. -- AI copilot — Use [dbt Copilot](/docs/cloud/dbt-copilot), a powerful AI engine that can [generate inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. +- AI copilot — Use [dbt Copilot](/docs/cloud/dbt-copilot), a powerful AI engine that can [generate code](/docs/cloud/use-dbt-copilot#generate-and-edit-code) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. - Auto-completion — Suggests table names, arguments, and column names as you type, saving time and reducing typos. - Code [formatting and linting](/docs/cloud/dbt-cloud-ide/lint-format) — Helps standardize and fix your SQL code effortlessly. - Navigation tools — Easily move around your code, jump to specific lines, find and replace text, and navigate between project files. diff --git a/website/docs/docs/cloud/dbt-copilot.md b/website/docs/docs/cloud/dbt-copilot.md index 3f2c83d4c98..bd2573e0ff8 100644 --- a/website/docs/docs/cloud/dbt-copilot.md +++ b/website/docs/docs/cloud/dbt-copilot.md @@ -10,10 +10,10 @@ pagination_prev: null dbt Copilot is a powerful artificial intelligence (AI) engine that's fully integrated into your dbt Cloud experience and designed to accelerate your analytics workflows. dbt Copilot embeds AI-driven assistance across every stage of the analytics development life cycle (ADLC), empowering data practitioners to deliver data products faster, improve data quality, and enhance data accessibility. -With automatic code generation, let dbt Copilot [generate inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. +With automatic code generation, let dbt Copilot [generate code](/docs/cloud/use-dbt-copilot#generate-and-edit-code) using natural language, and [generate documentation](/docs/build/documentation), [tests](/docs/build/data-tests), and [semantic models](/docs/build/semantic-models) for you with the click of a button. :::tip Beta feature -dbt Copilot is designed to _help_ developers generate documentation, tests, and semantic models, as well as [inline SQL](/docs/cloud/use-dbt-copilot#generate-inline-sql) using natural language, in dbt Cloud. It's available in beta, in the dbt Cloud IDE only. +dbt Copilot is designed to _help_ developers generate documentation, tests, and semantic models, as well as [code](/docs/cloud/use-dbt-copilot#generate-and-edit-code) using natural language, in dbt Cloud. It's available in beta, in the dbt Cloud IDE only. To use dbt Copilot, you must have an active [dbt Cloud Enterprise account](https://www.getdbt.com/pricing) and either agree to use dbt Labs' OpenAI key or provide your own Open AI API key. [Register here](https://docs.google.com/forms/d/e/1FAIpQLScPjRGyrtgfmdY919Pf3kgqI5E95xxPXz-8JoVruw-L9jVtxg/viewform) or reach out to the Account Team if you're interested in joining the private beta. ::: diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index 146a1aca806..b589827b675 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -1,17 +1,17 @@ --- title: "Use dbt Copilot" sidebar_label: "Use dbt Copilot" -description: "Use dbt Copilot to generate documentation, tests, semantic models, and inline sql code from scratch, giving you the flexibility to modify or fix generated code." +description: "Use dbt Copilot to generate documentation, tests, semantic models, and sql code from scratch, giving you the flexibility to modify or fix generated code." --- # Use dbt Copilot -Use dbt Copilot to generate documentation, tests, semantic models, and inline sql code from scratch, giving you the flexibility to modify or fix generated code. +Use dbt Copilot to generate documentation, tests, semantic models, and code from scratch, giving you the flexibility to modify or fix generated code. This page explains how to use dbt Copilot to: - [Generate resources](#generate-resources) — Save time by using dbt Copilot’s generation button to generate documentation, tests, and semantic model files during your development. -- [Generate inline sql code](#generate-inline-sql-code) — Use natural language prompts to generate SQL code from scratch or to edit existing SQL file by using keyboard shortcuts or highlighting code. +- [Generate and edit code](#generate-and-edit-code) — Use natural language prompts to generate SQL code from scratch or to edit existing SQL file by using keyboard shortcuts or highlighting code. ## Generate resources @@ -26,7 +26,7 @@ Generate documentation, tests, and semantic models resources with the click-of-a -## Generate inline SQL +## Generate and edit code dbt Copilot also allows you to generate SQL code directly within the SQL file in the dbt Cloud IDE, using natural language prompts. This means you can rewrite or add specific portions of the SQL file file without needing to edit the entire file. @@ -45,12 +45,14 @@ Access dbt Copilot's AI prompt window using the keyboard shortcut Cmd+B (Mac) or #### 1. Generate SQL from scratch - Use the keyboard shortcuts Cmd+B (Mac) or Ctrl+B (Windows) to generate SQL from scratch. - Enter your instructions to generate SQL code tailored to your needs using natural language. +- Ask dbt Copilot to fix the code or add a specific portion of the SQL file. #### 2. Edit existing SQL code - Highlight a section of SQL code and press Cmd+B (Mac) or Ctrl+B (Windows) to open the prompt window for editing. - Use this to refine or modify specific code snippets based on your needs. +- Ask dbt Copilot to fix the code or add a specific portion of the SQL file. #### 3. Review changes with the diff view to quickly assess the impact of the changes before making changes - When a suggestion is generated, Copilot displays a visual "diff" view to help you compare the proposed changes with your existing code: @@ -61,9 +63,13 @@ Access dbt Copilot's AI prompt window using the keyboard shortcut Cmd+B (Mac) or - **Accept**: If the generated SQL meets your requirements, click the **Accept** button to apply the changes directly to your `.sql` file directly in the IDE. - **Reject**: If the suggestion don’t align with your request/prompt, click **Reject** to discard the generated SQL without making changes and start again. +#### 5. Regenerate +- To regenerate, press the **Escape** button on your keyboard (or click the Reject button in the popup). This will remove the generated code and puts your cursor back into the prompt text area. +- Update your prompt and press **Enter** to try another generation. Press **Escape** again to close the popover entirely. + Once you've accepted a suggestion, you can continue to use the prompt window to generate additional SQL code and commit your changes to the branch. ### Considerations -Currently, dbt Copilot is focused on generating inline SQL code to streamline development. We're exploring ways to expand its capabilities in the future to further enhance and support your workflow +Currently, dbt Copilot is focused on generating code to streamline development. We're exploring ways to expand its capabilities in the future to further enhance and support your workflow From 9ccae505e9b432b7a3b8c129e0ca23164678f6ac Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:33:03 +0000 Subject: [PATCH 14/40] Update website/docs/docs/cloud/use-dbt-copilot.md --- website/docs/docs/cloud/use-dbt-copilot.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index b589827b675..71ef467335b 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -28,7 +28,7 @@ Generate documentation, tests, and semantic models resources with the click-of-a ## Generate and edit code -dbt Copilot also allows you to generate SQL code directly within the SQL file in the dbt Cloud IDE, using natural language prompts. This means you can rewrite or add specific portions of the SQL file file without needing to edit the entire file. +dbt Copilot also allows you to generate SQL code directly within the SQL file in the dbt Cloud IDE, using natural language prompts. This means you can rewrite or add specific portions of the SQL file without needing to edit the entire file. This intelligent AI tool streamlines SQL development by reducing errors, scaling effortlessly with complexity, and saving valuable time. dbt Copilot's [prompt window](#use-the-prompt-window), accessible by keyboard shortcut, handles repetitive or complex SQL generation effortlessly so you can focus on high-level tasks. From a838582fd63ede83e8ff02117459ebc6b3958714 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:34:34 +0000 Subject: [PATCH 15/40] Update website/docs/docs/cloud/use-dbt-copilot.md Co-authored-by: dave-connors-3 <73915542+dave-connors-3@users.noreply.github.com> --- website/docs/docs/cloud/use-dbt-copilot.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index 71ef467335b..e0fc5cc6c96 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -59,7 +59,7 @@ Access dbt Copilot's AI prompt window using the keyboard shortcut Cmd+B (Mac) or - **Green**: Means new code that will be added if you accept the suggestion. - **Red**: Highlights existing code that will be removed or replaced by the suggested changes. -#### 4. Accept or reject suggestions for full control +#### 4. Accept or reject suggestions - **Accept**: If the generated SQL meets your requirements, click the **Accept** button to apply the changes directly to your `.sql` file directly in the IDE. - **Reject**: If the suggestion don’t align with your request/prompt, click **Reject** to discard the generated SQL without making changes and start again. From bcacf10fd22c45baff80e266f66637c32f3faf70 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:35:16 +0000 Subject: [PATCH 16/40] Update website/docs/docs/cloud/use-dbt-copilot.md --- website/docs/docs/cloud/use-dbt-copilot.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index e0fc5cc6c96..41787147244 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -63,7 +63,7 @@ Access dbt Copilot's AI prompt window using the keyboard shortcut Cmd+B (Mac) or - **Accept**: If the generated SQL meets your requirements, click the **Accept** button to apply the changes directly to your `.sql` file directly in the IDE. - **Reject**: If the suggestion don’t align with your request/prompt, click **Reject** to discard the generated SQL without making changes and start again. -#### 5. Regenerate +#### 5. Regenerate code - To regenerate, press the **Escape** button on your keyboard (or click the Reject button in the popup). This will remove the generated code and puts your cursor back into the prompt text area. - Update your prompt and press **Enter** to try another generation. Press **Escape** again to close the popover entirely. From c080c86f270ed63e5407390cdb9e5a1f3b81d19e Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:37:39 +0000 Subject: [PATCH 17/40] Update use-dbt-copilot.md --- website/docs/docs/cloud/use-dbt-copilot.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/website/docs/docs/cloud/use-dbt-copilot.md b/website/docs/docs/cloud/use-dbt-copilot.md index 41787147244..48e5ffa6fa7 100644 --- a/website/docs/docs/cloud/use-dbt-copilot.md +++ b/website/docs/docs/cloud/use-dbt-copilot.md @@ -71,5 +71,3 @@ Once you've accepted a suggestion, you can continue to use the prompt window to -### Considerations -Currently, dbt Copilot is focused on generating code to streamline development. We're exploring ways to expand its capabilities in the future to further enhance and support your workflow From 93edad0b07442e63c84ec993f9cd9b707d6f14ca Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Dec 2024 16:47:51 +0000 Subject: [PATCH 18/40] Update CODEOWNERS replacing anders with amychen1776 as codeowner for adapter-related doc see internal slack: https://dbt-labs.slack.com/archives/C067EUS2D7S/p1733935472241039?thread_ts=1733762371.157229&cid=C067EUS2D7S --- .github/CODEOWNERS | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index 8aaf0375007..51b8929b23f 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -4,11 +4,11 @@ * @dbt-labs/product-docs # Adapter & Package Development Docs -/website/docs/docs/supported-data-platforms.md @dbt-labs/product-docs @dataders -/website/docs/reference/warehouse-setups @dbt-labs/product-docs @dataders +/website/docs/docs/supported-data-platforms.md @dbt-labs/product-docs @amychen1776 +/website/docs/reference/warehouse-setups @dbt-labs/product-docs @amychen1776 # `resource-configs` contains more than just warehouse setups -/website/docs/reference/resource-configs/*-configs.md @dbt-labs/product-docs @dataders -/website/docs/guides/advanced/adapter-development @dbt-labs/product-docs @dataders @dbeatty10 +/website/docs/reference/resource-configs/*-configs.md @dbt-labs/product-docs @amychen1776 +/website/docs/guides/advanced/adapter-development @dbt-labs/product-docs @amychen1776 @dbeatty10 /website/docs/guides/building-packages @dbt-labs/product-docs @amychen1776 @dataders @dbeatty10 /website/docs/guides/creating-new-materializations @dbt-labs/product-docs @dataders @dbeatty10 From 4a79e3604330fefd0ff77bcf837bc2bf47adb87b Mon Sep 17 00:00:00 2001 From: Jeremy Cohen Date: Wed, 11 Dec 2024 18:47:09 +0100 Subject: [PATCH 19/40] Update "OSS Expectations" (#6551) ## What are you changing in this pull request and why? Follow-up to: - https://github.com/dbt-labs/docs.getdbt.com/pull/5584 - https://www.youtube.com/watch?v=DC9sbZBYzpI - https://www.youtube.com/watch?v=I72yUtrmhbY Let's make sure our public expectations are aligned with our teams' commitments around responding to OSS discussions/issues and reviewing externally contributed PRs --------- Co-authored-by: graciegoheen Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- .../community/resources/oss-expectations.md | 110 ++++++++++-------- 1 file changed, 60 insertions(+), 50 deletions(-) diff --git a/website/docs/community/resources/oss-expectations.md b/website/docs/community/resources/oss-expectations.md index e6e5d959c96..7b518424e92 100644 --- a/website/docs/community/resources/oss-expectations.md +++ b/website/docs/community/resources/oss-expectations.md @@ -2,112 +2,122 @@ title: "Expectations for OSS contributors" --- -Whether it's a dbt package, a plugin, `dbt-core`, or this very documentation site, contributing to the open source code that supports the dbt ecosystem is a great way to level yourself up as a developer, and to give back to the community. The goal of this page is to help you understand what to expect when contributing to dbt open source software (OSS). While we can only speak for our own experience as open source maintainers, many of these guidelines apply when contributing to other open source projects, too. +Whether it's `dbt-core`, adapters, packages, or this very documentation site, contributing to the open source code that supports the dbt ecosystem is a great way to share your knowledge, level yourself up as a developer, and to give back to the community. The goal of this page is to help you understand what to expect when contributing to dbt open source software (OSS). -Have you seen things in other OSS projects that you quite like, and think we could learn from? [Open a discussion on the dbt Community Forum](https://discourse.getdbt.com), or start a conversation in the dbt Community Slack (for example: `#community-strategy`, `#dbt-core-development`, `#package-ecosystem`, `#adapter-ecosystem`). We always appreciate hearing from you! +Have you seen things in other OSS projects that you quite like, and think we could learn from? [Open a discussion on the dbt Community Forum](https://discourse.getdbt.com), or start a conversation in the [dbt Community Slack](https://www.getdbt.com/community/join-the-community) (for example: `#community-strategy`, `#dbt-core-development`, `#package-ecosystem`, `#adapter-ecosystem`). We always appreciate hearing from you! ## Principles ### Open source is participatory -Why take time out of your day to write code you don’t _have_ to? We all build dbt together. By using dbt, you’re invested in the future of the tool, and an agent in pushing forward the practice of analytics engineering. You’ve already benefited from using code contributed by community members, and documentation written by community members. Contributing to dbt OSS is your way to pay it forward, as an active participant in the thing we’re all creating together. +We all build dbt together -- whether you write code or contribute your ideas. By using dbt, you're invested in the future of the tool, and have an active role in pushing forward the standard of analytics engineering. You already benefit from using code and documentation contributed by community members. Contributing to the dbt community is your way to be an active participant in the thing we're all creating together. -There’s a very practical reason, too: OSS prioritizes our collective knowledge and experience over any one person’s. We don’t have experience using every database, operating system, security environment, ... We rely on the community of OSS users to hone our product capabilities and documentation to the wide variety of contexts in which it operates. In this way, dbt gets to be the handiwork of thousands, rather than a few dozen. +There's a very practical reason, too: OSS prioritizes our collective knowledge and experience over any one person's. We don't have experience using every database, operating system, security environment, ... We rely on the community of OSS users to hone our product capabilities and documentation to the wide variety of contexts in which it operates. In this way, dbt gets to be the handiwork of thousands, rather than a few dozen. -### We take seriously our role as maintainers +### We take seriously our role as maintainers of a standard -In that capacity, we cannot and will not fix every bug ourselves, or code up every feature worth doing. Instead, we’ll do our best to respond to new issues with context (including links to related issues), feedback, alternatives/workarounds, and (whenever possible) pointers to code that would aid a community contributor. If a change is so tricky or involved that the initiative rests solely with us, we’ll do our best to explain the complexity, and when / why we could foresee prioritizing it. Our role also includes maintenance of the backlog of issues, such as closing duplicates, proposals we don’t intend to support, or stale issues (no activity for 180 days). +As a standard, dbt must be reliable and consistent. Our first priority is ensuring the continued high quality of existing dbt capabilities before we introduce net-new capabilities. -### Initiative is everything +We also believe dbt as a framework should be extensible enough to ["make the easy things easy, and the hard things possible"](https://en.wikipedia.org/wiki/Perl#Philosophy). To that end, we _don't_ believe it's appropriate for dbt to have an out-of-the-box solution for every niche problem. Users have the flexibility to achieve many custom behaviors by defining their own macros, materializations, hooks, and more. We view it as our responsibility as maintainers to decide when something should be "possible" — via macros, packages, etc. — and when something should be "easy" — built into the dbt Core standard. -Given that we, as maintainers, will not be able to resolve every bug or flesh out every feature request, we empower you, as a community member, to initiate a change. +So when will we say "yes" to new capabilities for dbt Core? The signals we look for include: +- Upvotes on issues in our GitHub repos +- Open source dbt packages trying to close a gap +- Technical advancements in the ecosystem -- If you open the bug report, it’s more likely to be identified. -- If you open the feature request, it’s more likely to be discussed. -- If you comment on the issue, engaging with ideas and relating it to your own experience, it’s more likely to be prioritized. -- If you open a PR to fix an identified bug, it’s more likely to be fixed. -- If you contribute the code for a well-understood feature, that feature is more likely to be in the next version. -- If you review an existing PR, to confirm it solves a concrete problem for you, it’s more likely to be merged. +In the meantime — we'll do our best to respond to new issues with: +- Clarity about whether the proposed feature falls into the intended scope of dbt Core +- Context (including links to related issues) +- Alternatives and workarounds +- When possible, pointers to code that would aid a community contributor -Sometimes, this can feel like shouting into the void, especially if you aren’t met with an immediate response. We promise that there are dozens (if not hundreds) of folks who will read your comment, maintainers included. It all adds up to a real difference. +### Initiative is everything -# Practicalities +Given that we, as maintainers, will not be able to resolve every bug or flesh out every feature request, we empower you, as a community member, to initiate a change. -As dbt OSS is growing in popularity, and dbt Labs has been growing in size, we’re working to involve new people in the responsibilities of OSS maintenance. We really appreciate your patience as our newest maintainers are learning and developing habits. +- If you open the bug report, it's more likely to be identified. +- If you open the feature request, it's more likely to be discussed. +- If you comment on the issue, engaging with ideas and relating it to your own experience, it's more likely to be prioritized. +- If you open a PR to fix an identified bug, it's more likely to be fixed. +- If you comment on an existing PR, to confirm it solves the concrete problem for your team in practice, it's more likely to be merged. -## Discussions +Sometimes, this can feel like shouting into the void, especially if you aren't met with an immediate response. We promise that there are dozens (if not hundreds) of folks who will read your comment, including us as maintainers. It all adds up to a real difference. -Discussions are a relatively new GitHub feature, and we really like them! +## Practicalities -A discussion is best suited to propose a Big Idea, such as brand-new capability in dbt Core, or a new section of the product docs. Anyone can open a discussion, add a comment to an existing one, or reply in a thread. +### Discussions -What can you expect from a new Discussion? Hopefully, comments from other members of the community, who like your idea or have their own ideas for how it could be improved. The most helpful comments are ones that describe the kinds of experiences users and readers should have. Unlike an **issue**, there is no specific code change that would “resolve” a Discussion. +A discussion is best suited to propose a Big Idea, such as brand-new capability in dbt Core or an adapter. Anyone can open a discussion, comment on an existing one, or reply in a thread. -If, over the course of a discussion, we do manage to reach consensus on a way forward, we’ll open a new issue that references the discussion for context. That issue will connect desired outcomes to specific implementation details, as well as perceived limitations and open questions. It will serve as a formal proposal and request for comment. +When you open a new discussion, you might be looking for validation from other members of the community — folks who identify with your problem statement, who like your proposed idea, and who may have their own ideas for how it could be improved. The most helpful comments propose nuances or desirable user experiences to be considered in design and refinement. Unlike an **issue**, there is no specific code change that would “resolve” a discussion. -## Issues +If, over the course of a discussion, we reach a consensus on specific elements of a proposed design, we can open new implementation issues that reference the discussion for context. Those issues will connect desired user outcomes to specific implementation details, acceptance testing, and remaining questions that need answering. -An issue could be a bug you’ve identified while using the product or reading the documentation. It could also be a specific idea you’ve had for how it could be better. +### Issues -### Best practices for issues +An issue could be a bug you've identified while using the product or reading the documentation. It could also be a specific idea you've had for a narrow extension of existing functionality. + +#### Best practices for issues - Issues are **not** for support / troubleshooting / debugging help. Please see [dbt support](/docs/dbt-support) for more details and suggestions on how to get help. - Always search existing issues first, to see if someone else had the same idea / found the same bug you did. -- Many repositories offer templates for creating issues, such as when reporting a bug or requesting a new feature. If available, please select the relevant template and fill it out to the best of your ability. This will help other people understand your issue and respond. +- Many dbt repositories offer templates for creating issues, such as reporting a bug or requesting a new feature. If available, please select the relevant template and fill it out to the best of your ability. This information helps us (and others) understand your issue. -### You’ve found an existing issue that interests you. What should you do? +##### You've found an existing issue that interests you. What should you do? -Comment on it! Explain that you’ve run into the same bug, or had a similar idea for a new feature. If the issue includes a detailed proposal for a change, say which parts of the proposal you find most compelling, and which parts give you pause. +Comment on it! Explain that you've run into the same bug, or had a similar idea for a new feature. If the issue includes a detailed proposal for a change, say which parts of the proposal you find most compelling, and which parts give you pause. -### You’ve opened a new issue. What can you expect to happen? +##### You've opened a new issue. What can you expect to happen? -In our most critical repositories (such as `dbt-core`), **our goal is to respond to new issues within 2 standard work days.** While this initial response might be quite lengthy (context, feedback, and pointers that we can offer as maintainers), more often it will be a short acknowledgement that the maintainers are aware of it and don't believe it's in urgent need of resolution. Depending on the nature of your issue, it might be well suited to an external contribution, from you or another community member. +In our most critical repositories (such as `dbt-core`), our goal is to respond to new issues as soon as possible. This initial response will often be a short acknowledgement that the maintainers are aware of the issue, signalling our perception of its urgency. Depending on the nature of your issue, it might be well suited to an external contribution, from you or another community member. -**What does “triage” mean?** In some repositories, we use a `triage` label to keep track of issues that need an initial response from a maintainer. +**What if you're opening an issue in a different repository?** We have engineering teams dedicated to active maintenance of [`dbt-core`](https://github.com/dbt-labs/dbt-core) and its component libraries ([`dbt-common`](https://github.com/dbt-labs/dbt-common) + [`dbt-adapters`](https://github.com/dbt-labs/dbt-adapters)), as well as several platform-specific adapters ([`dbt-snowflake`](https://github.com/dbt-labs/dbt-snowflake), [`dbt-bigquery`](https://github.com/dbt-labs/dbt-bigquery), [`dbt-redshift`](https://github.com/dbt-labs/dbt-redshift), [`dbt-postgres`](https://github.com/dbt-labs/dbt-postgres)). We've open-sourced a number of other software projects over the years, and the majority of them do not have the same activity or maintenance guarantees. Check to see if other recent issues have responses, or when the last commit was added to the `main` branch. -**What if I’m opening an issue in a different repository?** **What if I’m opening an issue in a different repository?** We have engineering teams dedicated to active maintainence of [`dbt-core`](https://github.com/dbt-labs/dbt-core) and its component libraries ([`dbt-common`](https://github.com/dbt-labs/dbt-common) + [`dbt-adapters`](https://github.com/dbt-labs/dbt-adapters)), as well as several platform-specific adapters ([`dbt-snowflake`](https://github.com/dbt-labs/dbt-snowflake), [`dbt-bigquery`](https://github.com/dbt-labs/dbt-bigquery), [`dbt-redshift`](https://github.com/dbt-labs/dbt-redshift), [`dbt-postgres`](https://github.com/dbt-labs/dbt-postgres)). We’ve open sourced a number of other software projects over the years, and the majority of them do not have the same activity or maintenance guarantees. Check to see if other recent issues have responses, or when the last commit was added to the `main` branch. +**You're not sure about the status of your issue.** If your issue is in an actively maintained repo and has a `triage` label attached, we're aware it's something that needs a response. If the issue has been triaged, but not prioritized, this could mean: +- The intended scope or user experience of a proposed feature requires further refinement from a maintainer +- We believe the required code change is too tricky for an external contributor -**If my issue is lingering...** Sorry for the delay! If your issue is in an actively maintained repo and has a `triage` label attached, we’re aware it's something that needs a response. +We'll do our best to explain the open questions or complexity, and when / why we could foresee prioritizing it. -**Automation that can help us:** In many repositories, we use a bot that marks issues as stale if they haven’t had any activity for 180 days. This helps us keep our backlog organized and up-to-date. We encourage you to comment on older open issues that you’re interested in, to keep them from being marked stale. You’re also always welcome to comment on closed issues to say that you’re still interested in the proposal. +**Automation that can help us:** In many repositories, we use a bot that marks issues as stale if they haven't had any activity for 180 days. This helps us keep our backlog organized and up-to-date. We encourage you to comment on older open issues that you're interested in, to keep them from being marked stale. You're also always welcome to comment on closed issues to say that you're still interested in the proposal. -### Issue labels +#### Issue labels In all likelihood, the maintainer who responds will also add a number of labels. Not all of these labels are used in every repository. -In some cases, the right resolution to an open issue might be tangential to the codebase. The right path forward might be in another codebase (we'll transfer it), a documentation update, or a change that can be made in user-space code. In other cases, the issue might describe functionality that the maintainers are unwilling or unable to incorporate into the main codebase. In these cases, a maintainer will close the issue (perhaps using a `wontfix` label) and explain why. +In some cases, the right resolution to an open issue might be tangential to the codebase. The right path forward might be in another codebase (we'll transfer it), a documentation update, or a change that you can make yourself in user-space code. In other cases, the issue might describe functionality that the maintainers are unwilling or unable to incorporate into the main codebase. In these cases, a maintainer will close the issue (perhaps using a `wontfix` label) and explain why. + +Some of the most common labels are explained below: | tag | description | | ------------------ | ---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- | | `triage` | This is a new issue which has not yet been reviewed by a maintainer. This label is removed when a maintainer reviews and responds to the issue. | -| `bug` | This issue represents a defect or regression from the behavior that's documented, or that you reasonably expect | -| `enhancement` | This issue represents net-new functionality, including an extension of an existing capability | -| `good_first_issue` | This issue does not require deep knowledge of the codebase to implement. This issue is appropriate for a first-time contributor. | +| `bug` | This issue represents a defect or regression from the behavior that's documented | +| `enhancement` | This issue represents a narrow extension of an existing capability | +| `good_first_issue` | This issue does not require deep knowledge of the codebase to implement, and it is appropriate for a first-time contributor. | | `help_wanted` | This issue is trickier than a "good first issue." The required changes are scattered across the codebase, or more difficult to test. The maintainers are happy to help an experienced community contributor; they aren't planning to prioritize this issue themselves. | | `duplicate` | This issue is functionally identical to another open issue. The maintainers will close this issue and encourage community members to focus conversation on the other one. | | `stale` | This is an old issue which has not recently been updated. In repositories with a lot of activity, stale issues will periodically be closed. | | `wontfix` | This issue does not require a code change in the repository, or the maintainers are unwilling to merge a change which implements the proposed behavior. | -## Pull requests - -PRs are your surest way to make the change you want to see in dbt / packages / docs, especially when the change is straightforward. +### Pull requests -**Every PR should be associated with an issue.** Why? Before you spend a lot of time working on a contribution, we want to make sure that your proposal will be accepted. You should open an issue first, describing your desired outcome and outlining your planned change. If you've found an older issue that's already open, comment on it with an outline for your planned implementation. Exception to this rule: If you're just opening a PR for a cosmetic fix, such as a typo in documentation, an issue isn't needed. +**Every PR should be associated with an issue.** Why? Before you spend a lot of time working on a contribution, we want to make sure that your proposal will be accepted. You should open an issue first, describing your desired outcome and outlining your planned change. If you've found an older issue that's already open, comment on it with an outline for your planned implementation _before_ putting in the work to open a pull request. -**PRs must include robust testing.** Comprehensive testing within pull requests is crucial for the stability of our project. By prioritizing robust testing, we ensure the reliability of our codebase, minimize unforeseen issues, and safeguard against potential regressions. We cannot merge changes that risk the backward incompatibility of existing documented behaviors. We understand that creating thorough tests often requires significant effort, and your dedication to this process greatly contributes to the project's overall reliability. Thank you for your commitment to maintaining the integrity of our codebase and the experience of everyone using dbt! +**PRs must include robust testing.** Comprehensive testing within pull requests is crucial for the stability of dbt. By prioritizing robust testing, we ensure the reliability of our codebase, minimize unforeseen issues, and safeguard against potential regressions. **We cannot merge changes that risk the backward incompatibility of existing documented behaviors.** We understand that creating thorough tests often requires significant effort, and your dedication to this process greatly contributes to the project's overall reliability. Thank you for your commitment to maintaining the integrity of our codebase and the experience of everyone using dbt! -**PRs go through two review steps.** First, we aim to respond with feedback on whether we think the implementation is appropriate from a product & usability standpoint. At this point, we will close PRs that we believe fall outside the scope of dbt Core, or which might lead to an inconsistent user experience. This is an important part of our role as maintainers; we're always open to hearing disagreement. If a PR passes this first review, we will queue it up for code review, at which point we aim to test it ourselves and provide thorough feedback within the next month. +**PRs go through two review steps.** First, we aim to respond with feedback on whether we think the implementation is appropriate from a product & usability standpoint. At this point, we will close PRs that we believe fall outside the scope of dbt Core, or which might lead to an inconsistent user experience. This is an important part of our role as maintainers; we're always open to hearing disagreement. If a PR passes this first review, we will queue it up for code review, at which point we aim to test it ourselves and provide thorough feedback. -**We receive more PRs than we can thoroughly review, test, and merge.** Our teams have finite capacity, and our top priority is maintaining a well-scoped, high-quality framework for the tens of thousands of people who use it every week. To that end, we must prioritize overall stability and planned improvements over a long tail of niche potential features. For best results, say what in particular you’d like feedback on, and explain what would it mean to you, your team, and other community members to have the proposed change merged. Smaller PRs tackling well-scoped issues tend to be easier and faster for review. Two recent examples of community-contributed PRs: +**We receive more PRs than we can thoroughly review, test, and merge.** Our teams have finite capacity, and our top priority is maintaining a well-scoped, high-quality framework for the tens of thousands of people who use it every week. To that end, we must prioritize overall stability and planned improvements over a long tail of niche potential features. For best results, say what in particular you'd like feedback on, and explain what would it mean to you, your team, and other community members to have the proposed change merged. Smaller PRs tackling well-scoped issues tend to be easier and faster for review. Two examples of community-contributed PRs: - [(dbt-core#9347) Fix configuration of turning test warnings into failures](https://github.com/dbt-labs/dbt-core/pull/9347) - [(dbt-core#9863) Better error message when trying to select a disabled model](https://github.com/dbt-labs/dbt-core/pull/9863) -**Automation that can help us:** Many repositories have a template for pull request descriptions, which will include a checklist that must be completed before the PR can be merged. You don’t have to do all of these things to get an initial PR, but they definitely help. Those many include things like: +**Automation that can help us:** Many repositories have a template for pull request descriptions, which will include a checklist that must be completed before the PR can be merged. You don't have to do all of these things to get an initial PR, but they will delay our review process. Those include: -- **Tests!** When you open a PR, some tests and code checks will run. (For security reasons, some may need to be approved by a maintainer.) We will not merge any PRs with failing tests. If you’re not sure why a test is failing, please say so, and we’ll do our best to get to the bottom of it together. +- **Tests, tests, tests.** When you open a PR, some tests and code checks will run. (For security reasons, some may need to be approved by a maintainer.) We will not merge any PRs with failing tests. If you're not sure why a test is failing, please say so, and we'll do our best to get to the bottom of it together. - **Contributor License Agreement** (CLA): This ensures that we can merge your code, without worrying about unexpected implications for the copyright or license of open source dbt software. For more details, read: ["Contributor License Agreements"](../resources/contributor-license-agreements.md) - **Changelog:** In projects that include a number of changes in each release, we need a reliable way to signal what's been included. The mechanism for this will vary by repository, so keep an eye out for notes about how to update the changelog. -### Inclusion in release versions +#### Inclusion in release versions -Both bug fixes and backwards-compatible new features will be included in the [next minor release](/docs/dbt-versions/core#how-dbt-core-uses-semantic-versioning). Fixes for regressions and net-new bugs that were present in the minor version's original release will be backported to versions with [active support](/docs/dbt-versions/core). Other bug fixes may be backported when we have high confidence that they're narrowly scoped and won't cause unintended side effects. +Both bug fixes and backwards-compatible new features will be included in the [next minor release of dbt Core](/docs/dbt-versions/core#how-dbt-core-uses-semantic-versioning). Fixes for regressions and net-new bugs that were present in the minor version's original release will be backported to versions with [active support](/docs/dbt-versions/core). Other bug fixes may be backported when we have high confidence that they're narrowly scoped and won't cause unintended side effects. From cb27b2e45f837f127f134c3dc0480616e688494e Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Wed, 11 Dec 2024 14:43:16 -0500 Subject: [PATCH 20/40] Update incremental-microbatch.md (#6644) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## What are you changing in this pull request and why? Per this Slack discussion we want to add more context to the concurrent_batches flag to make sure people understand it's an override to the auto detect and not the detection itself. ## Checklist - [ ] I have reviewed the [Content style guide](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/content-style-guide.md) so my content adheres to these guidelines. - [ ] The topic I'm writing about is for specific dbt version(s) and I have versioned it according to the [version a whole page](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#adding-a-new-version) and/or [version a block of content](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#versioning-blocks-of-content) guidelines. - [ ] I have added checklist item(s) to this list for anything anything that needs to happen before this PR is merged, such as "needs technical review" or "change base branch." - [ ] The content in this PR requires a dbt release note, so I added one to the [release notes page](https://docs.getdbt.com/docs/dbt-versions/dbt-cloud-release-notes). --- 🚀 Deployment available! Here are the direct links to the updated files: - https://docs-getdbt-com-git-runleonarun-patch-15-dbt-labs.vercel.app/docs/build/incremental-microbatch --- website/docs/docs/build/incremental-microbatch.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/build/incremental-microbatch.md b/website/docs/docs/build/incremental-microbatch.md index 901f59a167c..4aff8b5839c 100644 --- a/website/docs/docs/build/incremental-microbatch.md +++ b/website/docs/docs/build/incremental-microbatch.md @@ -187,7 +187,7 @@ Several configurations are relevant to microbatch models, and some are required: | [`begin`](/reference/resource-configs/begin) | The "beginning of time" for the microbatch model. This is the starting point for any initial or full-refresh builds. For example, a daily-grain microbatch model run on `2024-10-01` with `begin = '2023-10-01` will process 366 batches (it's a leap year!) plus the batch for "today." | N/A | Date | Required | | [`batch_size`](/reference/resource-configs/batch-size) | The granularity of your batches. Supported values are `hour`, `day`, `month`, and `year` | N/A | String | Required | | [`lookback`](/reference/resource-configs/lookback) | Process X batches prior to the latest bookmark to capture late-arriving records. | `1` | Integer | Optional | -| [`concurrent_batches`](/reference/resource-properties/concurrent_batches) | An override for whether batches run concurrently (at the same time) or sequentially (one after the other). | `None` | Boolean | Optional | +| [`concurrent_batches`](/reference/resource-properties/concurrent_batches) | Overrides dbt's auto detect for running batches concurrently (at the same time). Read more about [configuring concurrent batches](/docs/build/incremental-microbatch#configure-concurrent_batches). Setting to
* `true` runs batches concurrently (in parallel).
* `false` runs batches sequentially (one after the other). | `None` | Boolean | Optional | From 2918d02b57693ce43441bdcf60aeeae8651e4529 Mon Sep 17 00:00:00 2001 From: Andreas Motl Date: Tue, 26 Nov 2024 21:42:27 +0100 Subject: [PATCH 21/40] Resource configurations: Improve `no-configs` page - Fix a typo s/specifc/specific/ - Add third variant why no documentation about platform-specific configuration settings is provided, by referring to vendor documentation pages --- website/docs/reference/resource-configs/no-configs.md | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/website/docs/reference/resource-configs/no-configs.md b/website/docs/reference/resource-configs/no-configs.md index 5eec26917c8..f72b286c837 100644 --- a/website/docs/reference/resource-configs/no-configs.md +++ b/website/docs/reference/resource-configs/no-configs.md @@ -1,11 +1,12 @@ --- -title: "No specifc configurations for this Adapter" +title: "No specific configurations for this adapter" id: "no-configs" --- If you were guided to this page from a data platform setup article, it most likely means: - Setting up the profile is the only action the end-user needs to take on the data platform, or -- The subsequent actions the end-user needs to take are not currently documented +- The subsequent actions the end-user needs to take are not currently documented, or +- Relevant information is provided on the documentation pages of the data platform vendor. If you'd like to contribute to data platform-specific configuration information, refer to [Documenting a new adapter](/guides/adapter-creation) From 812206e74aad6f5c4b0021ce23a1ab0ff00834c8 Mon Sep 17 00:00:00 2001 From: Andreas Motl Date: Wed, 11 Dec 2024 04:26:45 +0100 Subject: [PATCH 22/40] Platform connections: Add new data platform adapter for CrateDB The Python package is called `dbt-cratedb2`. Package: https://pypi.org/project/dbt-cratedb2/ Repository: https://github.com/crate/dbt-cratedb2 Documentation: https://cratedb.com/docs/guide/integrate/dbt/ --- website/docs/docs/community-adapters.md | 3 +- .../connect-data-platform/cratedb-setup.md | 62 +++++++++++++++++++ website/sidebars.js | 1 + 3 files changed, 65 insertions(+), 1 deletion(-) create mode 100644 website/docs/docs/core/connect-data-platform/cratedb-setup.md diff --git a/website/docs/docs/community-adapters.md b/website/docs/docs/community-adapters.md index 3af4e15b32b..895e47a8fa3 100644 --- a/website/docs/docs/community-adapters.md +++ b/website/docs/docs/community-adapters.md @@ -7,7 +7,8 @@ Community adapters are adapter plugins contributed and maintained by members of | Data platforms (click to view setup guide) ||| | ------------------------------------------ | -------------------------------- | ------------------------------------- | -| [Clickhouse](/docs/core/connect-data-platform/clickhouse-setup) | [Databend Cloud](/docs/core/connect-data-platform/databend-setup) | [Doris & SelectDB](/docs/core/connect-data-platform/doris-setup) | +| [Clickhouse](/docs/core/connect-data-platform/clickhouse-setup) | [CrateDB](/docs/core/connect-data-platform/cratedb-setup) +| [Databend Cloud](/docs/core/connect-data-platform/databend-setup) | [Doris & SelectDB](/docs/core/connect-data-platform/doris-setup) | | [DuckDB](/docs/core/connect-data-platform/duckdb-setup) | [Exasol Analytics](/docs/core/connect-data-platform/exasol-setup) | [Extrica](/docs/core/connect-data-platform/extrica-setup) | | [Hive](/docs/core/connect-data-platform/hive-setup) | [IBM DB2](/docs/core/connect-data-platform/ibmdb2-setup) | [Impala](/docs/core/connect-data-platform/impala-setup) | | [Infer](/docs/core/connect-data-platform/infer-setup) | [iomete](/docs/core/connect-data-platform/iomete-setup) | [MindsDB](/docs/core/connect-data-platform/mindsdb-setup) | diff --git a/website/docs/docs/core/connect-data-platform/cratedb-setup.md b/website/docs/docs/core/connect-data-platform/cratedb-setup.md new file mode 100644 index 00000000000..fa1b9833e59 --- /dev/null +++ b/website/docs/docs/core/connect-data-platform/cratedb-setup.md @@ -0,0 +1,62 @@ +--- +title: "CrateDB setup" +description: "Read this guide to learn about the CrateDB data platform setup in dbt." +id: "cratedb-setup" +meta: + maintained_by: Crate.io, Inc. + authors: 'CrateDB maintainers' + github_repo: 'crate/dbt-cratedb2' + pypi_package: 'dbt-cratedb2' + min_core_version: 'v1.0.0' + cloud_support: Not Supported + min_supported_version: 'n/a' + slack_channel_name: 'Community Forum' + slack_channel_link: 'https://community.cratedb.com/' + platform_name: 'CrateDB' + config_page: '/reference/resource-configs/no-configs' +--- + +import SetUpPages from '/snippets/_setup-pages-intro.md'; + + + + +[CrateDB] is compatible with PostgreSQL, so its dbt adapter strongly depends on +dbt-postgres, documented at [PostgreSQL profile setup]. + +CrateDB targets are configured exactly the same way, see also [PostgreSQL +configuration], with just a few things to consider which are special to +CrateDB. Relevant details are outlined at [using dbt with CrateDB], +which also includes up-to-date information. + + +## Profile configuration + +CrateDB targets should be set up using a configuration like this minimal sample +of settings in your [`profiles.yml`] file. + + + +```yaml +cratedb_analytics: + target: dev + outputs: + dev: + type: cratedb + host: [clustername].aks1.westeurope.azure.cratedb.net + port: 5432 + user: [username] + pass: [password] + dbname: crate # Do not change this value. CrateDB's only catalog is `crate`. + schema: doc # Define the schema name. CrateDB's default schema is `doc`. +``` + + + + + +[CrateDB]: https://cratedb.com/database +[PostgreSQL configuration]: https://docs.getdbt.com/reference/resource-configs/postgres-configs +[PostgreSQL profile setup]: https://docs.getdbt.com/docs/core/connect-data-platform/postgres-setup +[`profiles.yml`]: https://docs.getdbt.com/docs/core/connect-data-platform/profiles.yml +[using dbt with CrateDB]: https://cratedb.com/docs/guide/integrate/dbt/ diff --git a/website/sidebars.js b/website/sidebars.js index 5600fe164f2..9a93980b12c 100644 --- a/website/sidebars.js +++ b/website/sidebars.js @@ -222,6 +222,7 @@ const sidebarSettings = { "docs/core/connect-data-platform/athena-setup", "docs/core/connect-data-platform/glue-setup", "docs/core/connect-data-platform/clickhouse-setup", + "docs/core/connect-data-platform/cratedb-setup", "docs/core/connect-data-platform/databend-setup", "docs/core/connect-data-platform/decodable-setup", "docs/core/connect-data-platform/doris-setup", From 14aec7d7581adc786d85545c36af73bbb1ad6031 Mon Sep 17 00:00:00 2001 From: Owen <74567580+owenprough-sift@users.noreply.github.com> Date: Wed, 11 Dec 2024 17:02:26 -0500 Subject: [PATCH 23/40] Stop claiming that dbt 1.8 is the latest version now that 1.9 has entered General Availability (#6646) `1.8` is no longer "latest". Long live `1.9`! ## What are you changing in this pull request and why? I adjust the label of the 1.8 section of the upgrade guide to no longer claim that 1.8 is the latest version of dbt. I considered adding "(latest)" to the 1.9 page, but figured that we could save 1 PR per dbt minor version by omitting it. ## Checklist - [x] I have reviewed the [Content style guide](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/content-style-guide.md) so my content adheres to these guidelines. - [ ] The topic I'm writing about is for specific dbt version(s) and I have versioned it according to the [version a whole page](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#adding-a-new-version) and/or [version a block of content](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#versioning-blocks-of-content) guidelines. - [x] I have added checklist item(s) to this list for anything anything that needs to happen before this PR is merged, such as "needs technical review" or "change base branch." - [ ] The content in this PR requires a dbt release note, so I added one to the [release notes page](https://docs.getdbt.com/docs/dbt-versions/dbt-cloud-release-notes). --- .../docs/docs/dbt-versions/core-upgrade/07-upgrading-to-v1.8.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/dbt-versions/core-upgrade/07-upgrading-to-v1.8.md b/website/docs/docs/dbt-versions/core-upgrade/07-upgrading-to-v1.8.md index e9e45a69153..026fb1a2a11 100644 --- a/website/docs/docs/dbt-versions/core-upgrade/07-upgrading-to-v1.8.md +++ b/website/docs/docs/dbt-versions/core-upgrade/07-upgrading-to-v1.8.md @@ -1,5 +1,5 @@ --- -title: "Upgrading to v1.8 (latest)" +title: "Upgrading to v1.8" id: upgrading-to-v1.8 description: New features and changes in dbt Core v1.8 displayed_sidebar: "docs" From e1b9f73ec1d64742572b8cc40911be714d110ad2 Mon Sep 17 00:00:00 2001 From: Roni Date: Thu, 12 Dec 2024 09:07:33 +0200 Subject: [PATCH 24/40] Update snowflake-permissions.md Fixed two instances where the role name was incorrectly written as 'transformer' instead of 'reporter'. --- .../reference/database-permissions/snowflake-permissions.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/website/docs/reference/database-permissions/snowflake-permissions.md b/website/docs/reference/database-permissions/snowflake-permissions.md index 3f474242834..40482c8660e 100644 --- a/website/docs/reference/database-permissions/snowflake-permissions.md +++ b/website/docs/reference/database-permissions/snowflake-permissions.md @@ -120,8 +120,8 @@ grant select on future views in database analytics to role reporter; Again, if you already have data in your analytics database, make sure you run: ``` grant usage on all schemas in database analytics to role reporter; -grant select on all tables in database analytics to role transformer; -grant select on all views in database analytics to role transformer; +grant select on all tables in database analytics to role reporter; +grant select on all views in database analytics to role reporter; ``` 8. Maintain When new users are added, make sure you add them to the right role! Everything else should be inherited automatically thanks to those `future` grants. From 035ec3f60083672b1ea8e1270693c03d4d1d2ff1 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Thu, 12 Dec 2024 09:39:55 +0000 Subject: [PATCH 25/40] Update CODEOWNERS --- .github/CODEOWNERS | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/CODEOWNERS b/.github/CODEOWNERS index 51b8929b23f..1983b0201d9 100644 --- a/.github/CODEOWNERS +++ b/.github/CODEOWNERS @@ -8,10 +8,10 @@ /website/docs/reference/warehouse-setups @dbt-labs/product-docs @amychen1776 # `resource-configs` contains more than just warehouse setups /website/docs/reference/resource-configs/*-configs.md @dbt-labs/product-docs @amychen1776 -/website/docs/guides/advanced/adapter-development @dbt-labs/product-docs @amychen1776 @dbeatty10 +/website/docs/guides/advanced/adapter-development @dbt-labs/product-docs @amychen1776 -/website/docs/guides/building-packages @dbt-labs/product-docs @amychen1776 @dataders @dbeatty10 -/website/docs/guides/creating-new-materializations @dbt-labs/product-docs @dataders @dbeatty10 +/website/docs/guides/building-packages @dbt-labs/product-docs @amychen1776 +/website/docs/guides/creating-new-materializations @dbt-labs/product-docs # Require approval from the Multicell team when making # changes to the public facing migration documentation. From 41a0c56786edbd3b42bce744a29f93924da52822 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Thu, 12 Dec 2024 13:41:21 +0000 Subject: [PATCH 26/40] Update snowflake-permissions.md --- .../reference/database-permissions/snowflake-permissions.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/website/docs/reference/database-permissions/snowflake-permissions.md b/website/docs/reference/database-permissions/snowflake-permissions.md index 40482c8660e..1ab35e46d26 100644 --- a/website/docs/reference/database-permissions/snowflake-permissions.md +++ b/website/docs/reference/database-permissions/snowflake-permissions.md @@ -83,6 +83,7 @@ grant role reporter to user looker_user; -- or mode_user, periscope_user ``` 5. Let loader load data + Give the role unilateral permission to operate on the raw database ``` use role sysadmin; @@ -90,6 +91,7 @@ grant all on database raw to role loader; ``` 6. Let transformer transform data + The transformer role needs to be able to read raw data. If you do this before you have any data loaded, you can run: @@ -110,6 +112,7 @@ transformer also needs to be able to create in the analytics database: grant all on database analytics to role transformer; ``` 7. Let reporter read the transformed data + A previous version of this article recommended this be implemented through hooks in dbt, but this way lets you get away with a one-off statement. ``` grant usage on database analytics to role reporter; @@ -124,6 +127,7 @@ grant select on all tables in database analytics to role reporter; grant select on all views in database analytics to role reporter; ``` 8. Maintain + When new users are added, make sure you add them to the right role! Everything else should be inherited automatically thanks to those `future` grants. For more discussion and legacy information, refer to [this Discourse article](https://discourse.getdbt.com/t/setting-up-snowflake-the-exact-grant-statements-we-run/439). From 81992fd35323871be2339b621e78aed42ce6dc8a Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Thu, 12 Dec 2024 15:09:09 +0000 Subject: [PATCH 27/40] add supported examples for alias this pr adds additional examples for the `alias` config for the supported resources. missing examples were for dbt_projct.yml, properties.yml, and sql config block (depending on the resource) Resolves #6512 --- .../docs/reference/resource-configs/alias.md | 112 ++++++++++++++++-- 1 file changed, 102 insertions(+), 10 deletions(-) diff --git a/website/docs/reference/resource-configs/alias.md b/website/docs/reference/resource-configs/alias.md index c14804ef2a7..33e577ec5a4 100644 --- a/website/docs/reference/resource-configs/alias.md +++ b/website/docs/reference/resource-configs/alias.md @@ -8,9 +8,11 @@ datatype: string -Specify a custom alias for a model in your `dbt_project.yml` file or config block. +Specify a custom alias for a model in your `dbt_project.yml` file, `models/properties.yml` file, or config block in a SQL file. -For example, if you have a model that calculates `sales_total` and want to give it a more user-friendly alias, you can alias it like this: +For example, if you have a model that calculates `sales_total` and want to give it a more user-friendly alias, you can alias it as shown in the following examples. + +In the `dbt_project.yml` file, the following example sets a default `alias` for the `sales_total` model at the project level: @@ -22,16 +24,40 @@ models: ``` +In the `models/properties.yml` file, the following specifies an `alias` as part of the model's metadata, useful for centralized configuration: + + + +```yml +version: 2 + +models: + - name: sales_total + config: + alias: sales_dashboard +``` + + +In `models/sales_total.sql` file, the following assigns the `alias` directly in the model file: + + + +```sql +{{ config( + alias="sales_dashboard" +) }} +``` + + This would return `analytics.finance.sales_dashboard` in the database, instead of the default `analytics.finance.sales_total`. +Configure a seed's alias in your `dbt_project.yml` file or a `properties.yml` file. The following examples demonstrate how to `alias` a seed named `product_categories` to `categories_data`. -Configure a seed's alias in your `dbt_project.yml` file or config block. - -For example, if you have a seed that represents `product_categories` and want to alias it as `categories_data`, you would alias like this: +In the `dbt_project.yml` file at the project level: @@ -41,6 +67,21 @@ seeds: product_categories: +alias: categories_data ``` + + +In the `seeds/properties.yml` file: + + + +```yml +version: 2 + +seeds: + - name: product_categories + config: + alias: categories_data +``` + This would return the name `analytics.finance.categories_data` in the database. @@ -65,7 +106,9 @@ seeds: Configure a snapshots's alias in your `dbt_project.yml` file or config block. -For example, if you have a snapshot that is named `your_snapshot` and want to alias it as `the_best_snapshot`, you would alias like this: +The following examples demonstrate how to `alias` a snapshot named `your_snapshot` to `the_best_snapshot`. + +In the `dbt_project.yml` file at the project level: @@ -75,20 +118,57 @@ snapshots: your_snapshot: +alias: the_best_snapshot ``` + -This would build your snapshot to `analytics.finance.the_best_snapshot` in the database. +In the `snapshots/properties.yml` file: + + +```yml +version: 2 + +snapshots: + - name: your_snapshot + config: + alias: the_best_snapshot +``` + + +In `snapshots/your_snapshot.sql` file: + + + +```sql +{{ config( + alias="the_best_snapshot" +) }} +``` +This would build your snapshot to `analytics.finance.the_best_snapshot` in the database. + -Configure a test's alias in your `schema.yml` file or config block. +Configure a data test's alias in your `dbt_project.yml` file, `properties.yml` file, or config block in the model file. + +The following examples demonstrate how to `alias` a unique data test named `order_id` to `unique_order_id_test` to identify a specific data test. -For example, to add a unique test to the `order_id` column and give it an alias `unique_order_id_test` to identify this specific test, you would alias like this: +In the `dbt_project.yml` file at the project level: - + + +```yml +tests: + your_project: + +alias: unique_order_id_test +``` + + +In the `models/properties.yml` file: + + ```yml models: @@ -99,6 +179,18 @@ models: - unique: alias: unique_order_id_test ``` + + +In `tests/unique_order_id_test.sql` file: + + + +```sql +{{ config( + alias="unique_order_id_test", + severity="error", +``` + When using [`store_failures_as`](/reference/resource-configs/store_failures_as), this would return the name `analytics.finance.orders_order_id_unique_order_id_test` in the database. From cbe1c53d87060c4db177fc1f4e7227d939718acc Mon Sep 17 00:00:00 2001 From: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Date: Thu, 12 Dec 2024 08:11:03 -0700 Subject: [PATCH 28/40] Models with introspective queries can not be unit tested --- website/docs/docs/build/unit-tests.md | 1 + 1 file changed, 1 insertion(+) diff --git a/website/docs/docs/build/unit-tests.md b/website/docs/docs/build/unit-tests.md index a81fc088de7..fc4cf02b34f 100644 --- a/website/docs/docs/build/unit-tests.md +++ b/website/docs/docs/build/unit-tests.md @@ -24,6 +24,7 @@ Starting in dbt Core v1.8, we have introduced an additional type of test to dbt - We currently only support adding unit tests to models in your _current_ project. - We currently _don't_ support unit testing models that use the [`materialized view`](/docs/build/materializations#materialized-view) materialization. - We currently _don't_ support unit testing models that use recursive SQL. +- We currently _don't_ support unit testing models that use introspective queries. - If your model has multiple versions, by default the unit test will run on *all* versions of your model. Read [unit testing versioned models](/reference/resource-properties/unit-testing-versions) for more information. - Unit tests must be defined in a YML file in your [`models/` directory](/reference/project-configs/model-paths). - Table names must be aliased in order to unit test `join` logic. From 8df1848f2c31fbffb618a80f2cbf3a82dbb10761 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Thu, 12 Dec 2024 15:21:24 +0000 Subject: [PATCH 29/40] Update alias.md --- website/docs/reference/resource-configs/alias.md | 3 --- 1 file changed, 3 deletions(-) diff --git a/website/docs/reference/resource-configs/alias.md b/website/docs/reference/resource-configs/alias.md index 33e577ec5a4..66e9e3f1074 100644 --- a/website/docs/reference/resource-configs/alias.md +++ b/website/docs/reference/resource-configs/alias.md @@ -96,9 +96,6 @@ seeds: +alias: country_mappings ``` - - - From ff4a383b0ff4008b170f9fc6b1dd8b4be1382565 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Thu, 12 Dec 2024 15:48:28 +0000 Subject: [PATCH 30/40] Update alias.md --- website/docs/reference/resource-configs/alias.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/resource-configs/alias.md b/website/docs/reference/resource-configs/alias.md index 66e9e3f1074..b568c437fa9 100644 --- a/website/docs/reference/resource-configs/alias.md +++ b/website/docs/reference/resource-configs/alias.md @@ -191,7 +191,7 @@ In `tests/unique_order_id_test.sql` file: When using [`store_failures_as`](/reference/resource-configs/store_failures_as), this would return the name `analytics.finance.orders_order_id_unique_order_id_test` in the database. - + From f2048c70253f8a7dd991824e0a122b7c8b1e31d0 Mon Sep 17 00:00:00 2001 From: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Date: Thu, 12 Dec 2024 17:05:43 -0700 Subject: [PATCH 31/40] Rephrase the two criteria for resolving `ref` calls with the `--defer` flag --- website/docs/reference/node-selection/defer.md | 11 ++++++----- 1 file changed, 6 insertions(+), 5 deletions(-) diff --git a/website/docs/reference/node-selection/defer.md b/website/docs/reference/node-selection/defer.md index 863494de12e..0b92485d159 100644 --- a/website/docs/reference/node-selection/defer.md +++ b/website/docs/reference/node-selection/defer.md @@ -29,11 +29,12 @@ dbt test --models [...] --defer --state path/to/artifacts -When the `--defer` flag is provided, dbt will resolve `ref` calls differently depending on two criteria: -1. Is the referenced node included in the model selection criteria of the current run? -2. Does the referenced node exist as a database object in the current environment? +By default, dbt uses the [`target`](/reference/dbt-jinja-functions/target) namespace to resolve `ref` calls. -If the answer to both is **no**—a node is not included _and_ it does not exist as a database object in the current environment—references to it will use the other namespace instead, provided by the state manifest. +But with `--defer`, dbt will use the state manifest instead if the following criteria are met: + +1. The node isn’t in the selected nodes **and** +2. It doesn’t exist in the database (or `--favor-state` is used). Ephemeral models are never deferred, since they serve as "passthroughs" for other `ref` calls. @@ -46,7 +47,7 @@ Deferral requires both `--defer` and `--state` to be set, either by passing flag #### Favor state -You can optionally skip the second criterion by passing the `--favor-state` flag. If passed, dbt will favor using the node defined in your `--state` namespace, even if the node exists in the current target. +You can optionally skip the second criterion by passing the `--favor-state` flag. If passed, dbt will favor using the node defined in your `--state` namespace, even if the node exists in the current target. Selected nodes will still resolve via the `target` namespace, regardless of the `--favor-state` flag. ### Example From 7b7946437e010779e6f485589ecb6d4fa702fa96 Mon Sep 17 00:00:00 2001 From: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Date: Thu, 12 Dec 2024 17:31:02 -0700 Subject: [PATCH 32/40] Simply the explanation for `--favor-state` --- website/docs/reference/node-selection/defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/node-selection/defer.md b/website/docs/reference/node-selection/defer.md index 0b92485d159..13b966dd3a9 100644 --- a/website/docs/reference/node-selection/defer.md +++ b/website/docs/reference/node-selection/defer.md @@ -47,7 +47,7 @@ Deferral requires both `--defer` and `--state` to be set, either by passing flag #### Favor state -You can optionally skip the second criterion by passing the `--favor-state` flag. If passed, dbt will favor using the node defined in your `--state` namespace, even if the node exists in the current target. Selected nodes will still resolve via the `target` namespace, regardless of the `--favor-state` flag. +If `--favor-state` is passed, dbt will favor the node definition from the `--state` directory, _unless_ that node is also included among the selected nodes. ### Example From 21abafadc2891af02abefd795c73c57bdba3a7de Mon Sep 17 00:00:00 2001 From: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> Date: Thu, 12 Dec 2024 17:43:56 -0700 Subject: [PATCH 33/40] `dbt retry` will only work if dbt can parse the project and generate a manifest --- website/docs/docs/deploy/retry-jobs.md | 1 + 1 file changed, 1 insertion(+) diff --git a/website/docs/docs/deploy/retry-jobs.md b/website/docs/docs/deploy/retry-jobs.md index f439351aec5..4e3ad0d429f 100644 --- a/website/docs/docs/deploy/retry-jobs.md +++ b/website/docs/docs/deploy/retry-jobs.md @@ -10,6 +10,7 @@ If your dbt job run completed with a status of **Error**, you can rerun it from - You have a [dbt Cloud account](https://www.getdbt.com/signup). - You must be using [dbt version](/docs/dbt-versions/upgrade-dbt-version-in-cloud) 1.6 or newer. +- dbt can successfully parse the project and generate a [manifest](/reference/artifacts/manifest-json) - The most recent run of the job hasn't completed successfully. The latest status of the run is **Error**. - The job command that failed in the run must be one that supports the [retry command](/reference/commands/retry). From 445aec0593954f99d46777a2a40b98683b9eb376 Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Thu, 12 Dec 2024 20:40:23 -0500 Subject: [PATCH 34/40] Reducing page complexity and typo (#6654) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit ## What are you changing in this pull request and why? * reducing the duplicate titles * Removing extra H1 ## Checklist - [ ] I have reviewed the [Content style guide](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/content-style-guide.md) so my content adheres to these guidelines. - [ ] The topic I'm writing about is for specific dbt version(s) and I have versioned it according to the [version a whole page](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#adding-a-new-version) and/or [version a block of content](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#versioning-blocks-of-content) guidelines. - [ ] I have added checklist item(s) to this list for anything anything that needs to happen before this PR is merged, such as "needs technical review" or "change base branch." - [ ] The content in this PR requires a dbt release note, so I added one to the [release notes page](https://docs.getdbt.com/docs/dbt-versions/dbt-cloud-release-notes). --- 🚀 Deployment available! Here are the direct links to the updated files: - https://docs-getdbt-com-git-runleonarun-patch-15-dbt-labs.vercel.app/docs/core/connect-data-platform/dremio-setup --- .../docs/docs/core/connect-data-platform/dremio-setup.md | 8 +------- 1 file changed, 1 insertion(+), 7 deletions(-) diff --git a/website/docs/docs/core/connect-data-platform/dremio-setup.md b/website/docs/docs/core/connect-data-platform/dremio-setup.md index 21d0ee2956b..69f2b14fc4f 100644 --- a/website/docs/docs/core/connect-data-platform/dremio-setup.md +++ b/website/docs/docs/core/connect-data-platform/dremio-setup.md @@ -60,10 +60,6 @@ Next, configure the profile for your project. When you initialize a project, you create one of these three profiles. You must configure it before trying to connect to Dremio Cloud or Dremio Software. -## Profiles - -When you initialize a project, you create one of these three profiles. You must configure it before trying to connect to Dremio Cloud or Dremio Software. - * Profile for Dremio Cloud * Profile for Dremio Software with Username/Password Authentication * Profile for Dremio Software with Authentication Through a Personal Access Token @@ -149,9 +145,7 @@ For descriptions of the configurations in these profiles, see [Configurations](# -## Configurations - -### Configurations Common to Profiles for Dremio Cloud and Dremio Software +## Configurations Common to Profiles for Dremio Cloud and Dremio Software | Configuration | Required? | Default Value | Description | From b230d39c6c6e9f28affb9b3e97ac9a39d2a294f9 Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Thu, 12 Dec 2024 21:36:52 -0500 Subject: [PATCH 35/40] add to our yaml style best practice guide (#6662) MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Closes https://github.com/dbt-labs/docs.getdbt.com/issues/1686 ## What are you changing in this pull request and why? * added that a YAML list is accepted as a string. * Not adding a new page because winnie did this amazing best practice guide after this issue was filed. ## Checklist - [ ] I have reviewed the [Content style guide](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/content-style-guide.md) so my content adheres to these guidelines. - [ ] The topic I'm writing about is for specific dbt version(s) and I have versioned it according to the [version a whole page](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#adding-a-new-version) and/or [version a block of content](https://github.com/dbt-labs/docs.getdbt.com/blob/current/contributing/single-sourcing-content.md#versioning-blocks-of-content) guidelines. - [ ] I have added checklist item(s) to this list for anything anything that needs to happen before this PR is merged, such as "needs technical review" or "change base branch." - [ ] The content in this PR requires a dbt release note, so I added one to the [release notes page](https://docs.getdbt.com/docs/dbt-versions/dbt-cloud-release-notes). --- 🚀 Deployment available! Here are the direct links to the updated files: - https://docs-getdbt-com-git-runleonarun-patch-16-dbt-labs.vercel.app/best-practices/how-we-style/5-how-we-style-our-yaml --------- Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- .../docs/best-practices/how-we-style/5-how-we-style-our-yaml.md | 1 + 1 file changed, 1 insertion(+) diff --git a/website/docs/best-practices/how-we-style/5-how-we-style-our-yaml.md b/website/docs/best-practices/how-we-style/5-how-we-style-our-yaml.md index 8f817356334..e3b539e8b12 100644 --- a/website/docs/best-practices/how-we-style/5-how-we-style-our-yaml.md +++ b/website/docs/best-practices/how-we-style/5-how-we-style-our-yaml.md @@ -7,6 +7,7 @@ id: 5-how-we-style-our-yaml - 2️⃣ Indents should be two spaces - ➡️ List items should be indented +- 🔠 List items with a single entry can be a string. For example, `'select': 'other_user'`, but it's best practice to provide the argument as an explicit list. For example, `'select': ['other_user']` - 🆕 Use a new line to separate list items that are dictionaries where appropriate - 📏 Lines of YAML should be no longer than 80 characters. - 🛠️ Use the [dbt JSON schema](https://github.com/dbt-labs/dbt-jsonschema) with any compatible IDE and a YAML formatter (we recommend [Prettier](https://prettier.io/)) to validate your YAML files and format them automatically. From 56e47da64aaeebc1ffcde068d41cbb7b8c2d16f7 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Fri, 13 Dec 2024 09:11:22 +0000 Subject: [PATCH 36/40] Update website/docs/reference/resource-configs/alias.md Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- website/docs/reference/resource-configs/alias.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/resource-configs/alias.md b/website/docs/reference/resource-configs/alias.md index b568c437fa9..dbb772ccee4 100644 --- a/website/docs/reference/resource-configs/alias.md +++ b/website/docs/reference/resource-configs/alias.md @@ -24,7 +24,7 @@ models: ``` -In the `models/properties.yml` file, the following specifies an `alias` as part of the model's metadata, useful for centralized configuration: +The following specifies an `alias` as part of the `models/properties.yml` file metadata, useful for centralized configuration: From 7af79c48688538f0cf31d0bfd06fbf121d9b8f4a Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Fri, 13 Dec 2024 09:11:38 +0000 Subject: [PATCH 37/40] Update website/docs/reference/resource-configs/alias.md Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- website/docs/reference/resource-configs/alias.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/resource-configs/alias.md b/website/docs/reference/resource-configs/alias.md index dbb772ccee4..5beaa238806 100644 --- a/website/docs/reference/resource-configs/alias.md +++ b/website/docs/reference/resource-configs/alias.md @@ -38,7 +38,7 @@ models: ``` -In `models/sales_total.sql` file, the following assigns the `alias` directly in the model file: +The following assigns the `alias` directly in the In `models/sales_total.sql` file: From 71ab4c50912a339b29a32d8be7bd1b0ec0094df1 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Fri, 13 Dec 2024 09:54:11 +0000 Subject: [PATCH 38/40] Update website/docs/reference/node-selection/defer.md --- website/docs/reference/node-selection/defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/node-selection/defer.md b/website/docs/reference/node-selection/defer.md index 13b966dd3a9..82aeb272699 100644 --- a/website/docs/reference/node-selection/defer.md +++ b/website/docs/reference/node-selection/defer.md @@ -31,7 +31,7 @@ dbt test --models [...] --defer --state path/to/artifacts By default, dbt uses the [`target`](/reference/dbt-jinja-functions/target) namespace to resolve `ref` calls. -But with `--defer`, dbt will use the state manifest instead if the following criteria are met: +When `--defer` is enabled, dbt resolves ref calls using the state manifest instead, but only if: 1. The node isn’t in the selected nodes **and** 2. It doesn’t exist in the database (or `--favor-state` is used). From badbdeb8e9eda633ab00c8cfcdf854f56ff235a0 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Fri, 13 Dec 2024 09:55:23 +0000 Subject: [PATCH 39/40] Update website/docs/reference/node-selection/defer.md --- website/docs/reference/node-selection/defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/node-selection/defer.md b/website/docs/reference/node-selection/defer.md index 82aeb272699..10b5e3490e0 100644 --- a/website/docs/reference/node-selection/defer.md +++ b/website/docs/reference/node-selection/defer.md @@ -47,7 +47,7 @@ Deferral requires both `--defer` and `--state` to be set, either by passing flag #### Favor state -If `--favor-state` is passed, dbt will favor the node definition from the `--state` directory, _unless_ that node is also included among the selected nodes. +When `--favor-state` is passed, dbt prioritizes node definitions from the `--state directory`. However, this doesn’t apply if the node is also part of the selected nodes. ### Example From 852f8f1bc510b76476191559ebe4a7ad5dd772f0 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Fri, 13 Dec 2024 09:55:49 +0000 Subject: [PATCH 40/40] Update website/docs/reference/node-selection/defer.md --- website/docs/reference/node-selection/defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/node-selection/defer.md b/website/docs/reference/node-selection/defer.md index 10b5e3490e0..eddb1ece9d4 100644 --- a/website/docs/reference/node-selection/defer.md +++ b/website/docs/reference/node-selection/defer.md @@ -33,7 +33,7 @@ By default, dbt uses the [`target`](/reference/dbt-jinja-functions/target) names When `--defer` is enabled, dbt resolves ref calls using the state manifest instead, but only if: -1. The node isn’t in the selected nodes **and** +1. The node isn’t among the selected nodes, _and_ 2. It doesn’t exist in the database (or `--favor-state` is used). Ephemeral models are never deferred, since they serve as "passthroughs" for other `ref` calls.