From f6d9ce5dd2543b433e6cf11df97bb7b3f3ddd7c0 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 23 Oct 2024 16:55:14 +0100 Subject: [PATCH 01/20] add optimization tip --- website/docs/docs/deploy/ci-jobs.md | 18 +++++++++++------- website/docs/docs/deploy/job-commands.md | 11 ++++++++--- 2 files changed, 19 insertions(+), 10 deletions(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index 0bdf9e711f..b4d5bf3022 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -6,11 +6,7 @@ description: "Learn how to create and set up CI checks to test code changes befo You can set up [continuous integration](/docs/deploy/continuous-integration) (CI) jobs to run when someone opens a new pull request (PR) in your dbt Git repository. By running and testing only _modified_ models, dbt Cloud ensures these jobs are as efficient and resource conscientious as possible on your data platform. -## Set up CI jobs {#set-up-ci-jobs} - -dbt Labs recommends that you create your CI job in a dedicated dbt Cloud [deployment environment](/docs/deploy/deploy-environments#create-a-deployment-environment) that's connected to a staging database. Having a separate environment dedicated for CI will provide better isolation between your temporary CI schema builds and your production data builds. Additionally, sometimes teams need their CI jobs to be triggered when a PR is made to a branch other than main. If your team maintains a staging branch as part of your release process, having a separate environment will allow you to set a [custom branch](/faqs/Environments/custom-branch-settings) and, accordingly, the CI job in that dedicated environment will be triggered only when PRs are made to the specified custom branch. To learn more, refer to [Get started with CI tests](/guides/set-up-ci). - -### Prerequisites +## Prerequisites - You have a dbt Cloud account. - CI features: - For both the [concurrent CI checks](/docs/deploy/continuous-integration#concurrent-ci-checks) and [smart cancellation of stale builds](/docs/deploy/continuous-integration#smart-cancellation) features, your dbt Cloud account must be on the [Team or Enterprise plan](https://www.getdbt.com/pricing/). @@ -20,6 +16,9 @@ dbt Labs recommends that you create your CI job in a dedicated dbt Cloud [deploy - Set up a [connection with your Git provider](/docs/cloud/git/git-configuration-in-dbt-cloud). This integration lets dbt Cloud run jobs on your behalf for job triggering. - If you're using a native [GitLab](/docs/cloud/git/connect-gitlab) integration, you need a paid or self-hosted account that includes support for GitLab webhooks and [project access tokens](https://docs.gitlab.com/ee/user/project/settings/project_access_tokens.html). If you're using GitLab Free, merge requests will trigger CI jobs but CI job status updates (success or failure of the job) will not be reported back to GitLab. +## Set up CI jobs {#set-up-ci-jobs} + +dbt Labs recommends that you create your CI job in a dedicated dbt Cloud [deployment environment](/docs/deploy/deploy-environments#create-a-deployment-environment) that's connected to a staging database. Having a separate environment dedicated for CI will provide better isolation between your temporary CI schema builds and your production data builds. Additionally, sometimes teams need their CI jobs to be triggered when a PR is made to a branch other than main. If your team maintains a staging branch as part of your release process, having a separate environment will allow you to set a [custom branch](/faqs/Environments/custom-branch-settings) and, accordingly, the CI job in that dedicated environment will be triggered only when PRs are made to the specified custom branch. To learn more, refer to [Get started with CI tests](/guides/set-up-ci). To make CI job creation easier, many options on the **CI job** page are set to default values that dbt Labs recommends that you use. If you don't want to use the defaults, you can change them. @@ -38,8 +37,13 @@ To make CI job creation easier, many options on the **CI job** page are set to d - **Commands** — By default, it includes the `dbt build --select state:modified+` command. This informs dbt Cloud to build only new or changed models and their downstream dependents. Importantly, state comparison can only happen when there is a deferred environment selected to compare state to. Click **Add command** to add more [commands](/docs/deploy/job-commands) that you want to be invoked when this job runs. - **Linting** — Enable this option for dbt to [lint the SQL files](/docs/deploy/continuous-integration#sql-linting) in your project as the first step in `dbt run`. If this check runs into an error, dbt can either **Fail job run** or **Continue running job**. - **Run compare changes** — Enable this option to compare the last applied state of the production environment (if one exists) with the latest changes from the pull request, and identify what those differences are. To enable record-level comparison and primary key analysis, you must add a [primary key constraint](/reference/resource-properties/constraints) or [uniqueness test](/reference/resource-properties/data-tests#unique). Otherwise, you'll receive a "Primary key missing" error message in dbt Cloud. - + To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). + + :::info Optimization tip + When you enable the **Run compare changes** checkbox, if you have large models that take a long time to compare, you can exclude them from the comparison to speed up the CI job. Use the [custom dbt syntax](/docs/deploy/job-commands#advanced-ci-compare-changes)
`--select state:modified --exclude model_name` to skip specific models or groups of models with tags. + ::: + - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. :::info @@ -49,7 +53,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d - **Run timeout** — Cancel the CI job if the run time exceeds the timeout value. You can use this option to help ensure that a CI check doesn't consume too much of your warehouse resources. If you enable the **Run compare changes** option, the timeout value defaults to `3600` (one hour) to prevent long-running comparisons. -1. (optional) Options in the **Advanced settings** section: +2. (optional) Options in the **Advanced settings** section: - **Environment variables** — Define [environment variables](/docs/build/environment-variables) to customize the behavior of your project when this CI job runs. You can specify that a CI job is running in a _Staging_ or _CI_ environment by setting an environment variable and modifying your project code to behave differently, depending on the context. It's common for teams to process only a subset of data for CI runs, using environment variables to branch logic in their dbt project code. - **Target name** — Define the [target name](/docs/build/custom-target-names). Similar to **Environment Variables**, this option lets you customize the behavior of the project. You can use this option to specify that a CI job is running in a _Staging_ or _CI_ environment by setting the target name and modifying your project code to behave differently, depending on the context. - **dbt version** — By default, it’s set to inherit the [dbt version](/docs/dbt-versions/core) from the environment. dbt Labs strongly recommends that you don't change the default setting. This option to change the version at the job level is useful only when you upgrade a project to the next dbt version; otherwise, mismatched versions between the environment and job can lead to confusing behavior. diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index abea687f4d..a82b4a2a54 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -42,14 +42,19 @@ For every job, you have the option to select the [Generate docs on run](/docs/co You can add or remove as many dbt commands as necessary for every job. However, you need to have at least one dbt command. There are few commands listed as "dbt Cloud CLI" or "dbt Core" in the [dbt Command reference page](/reference/dbt-commands) page. This means they are meant for use in dbt Core or dbt Cloud CLI, and not in dbt Cloud IDE. - :::tip Using selectors -Use [selectors](/reference/node-selection/syntax) as a powerful way to select and execute portions of your project in a job run. For example, to run tests for one_specific_model, use the selector: `dbt test --select one_specific_model`. The job will still run if a selector doesn't match any models. +Use [selectors](/reference/node-selection/syntax) as a powerful way to select and execute portions of your project in a job run. For example, to run tests for one _specific_ model, use the selector: `dbt test --select one_specific_model`. The job will still run if a selector doesn't match any models. ::: -**Job outcome** — During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. +#### Advanced CI compare changes +For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. + +For example, to exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. + +#### Job outcome +During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. In the following example image, the first four run steps are successful. However, if the fifth run step (`dbt run --select state:modified+ --full-refresh --fail-fast`) fails, then the next run steps aren't executed, and the entire job fails. The failed job returns a non-zero [exit code](/reference/exit-codes) and "Error" job status: From b47f065c6d08bf20154a3f2ea982bf9507f77262 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:58:41 +0100 Subject: [PATCH 02/20] Update ci-jobs.md --- website/docs/docs/deploy/ci-jobs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index b4d5bf3022..34b4874858 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -53,7 +53,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d - **Run timeout** — Cancel the CI job if the run time exceeds the timeout value. You can use this option to help ensure that a CI check doesn't consume too much of your warehouse resources. If you enable the **Run compare changes** option, the timeout value defaults to `3600` (one hour) to prevent long-running comparisons. -2. (optional) Options in the **Advanced settings** section: +1. (optional) Options in the **Advanced settings** section: - **Environment variables** — Define [environment variables](/docs/build/environment-variables) to customize the behavior of your project when this CI job runs. You can specify that a CI job is running in a _Staging_ or _CI_ environment by setting an environment variable and modifying your project code to behave differently, depending on the context. It's common for teams to process only a subset of data for CI runs, using environment variables to branch logic in their dbt project code. - **Target name** — Define the [target name](/docs/build/custom-target-names). Similar to **Environment Variables**, this option lets you customize the behavior of the project. You can use this option to specify that a CI job is running in a _Staging_ or _CI_ environment by setting the target name and modifying your project code to behave differently, depending on the context. - **dbt version** — By default, it’s set to inherit the [dbt version](/docs/dbt-versions/core) from the environment. dbt Labs strongly recommends that you don't change the default setting. This option to change the version at the job level is useful only when you upgrade a project to the next dbt version; otherwise, mismatched versions between the environment and job can lead to confusing behavior. From 3cd60d599b6143b1f36e2189568e9b545291f71c Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 23 Oct 2024 16:59:22 +0100 Subject: [PATCH 03/20] Update website/docs/docs/deploy/job-commands.md --- website/docs/docs/deploy/job-commands.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index a82b4a2a54..5879005faa 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -49,7 +49,7 @@ Use [selectors](/reference/node-selection/syntax) as a powerful way to select an ::: #### Advanced CI compare changes -For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. +For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. For example, to exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. From 7c9ccb2214e0229c13e4ca0d746f77bddd9f5937 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 23 Oct 2024 17:11:20 +0100 Subject: [PATCH 04/20] reuben's updates --- website/docs/docs/deploy/ci-jobs.md | 2 +- website/docs/docs/deploy/job-commands.md | 10 +++++++--- 2 files changed, 8 insertions(+), 4 deletions(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index b4d5bf3022..74579b257b 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **Run compare changes** checkbox, if you have large models that take a long time to compare, you can exclude them from the comparison to speed up the CI job. Use the [custom dbt syntax](/docs/deploy/job-commands#advanced-ci-compare-changes)
`--select state:modified --exclude model_name` to skip specific models or groups of models with tags. + When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the `--exclude` flag. Use [custom dbt syntaxes](/docs/deploy/job-commands#advanced-ci-compare-changes) for the list of syntaxes to modify the selection criteria. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index a82b4a2a54..71c55a7429 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -48,10 +48,14 @@ Use [selectors](/reference/node-selection/syntax) as a powerful way to select an ::: -#### Advanced CI compare changes -For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. +#### Advanced CI compare changes syntaxs +For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. -For example, to exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. +Here are some examples of how you can customize the comparison command: + +- To exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. +- To exclude models based on tags, use `--select state modified --exclude tag:tagname_a tag:tagname_b`. +- To include models that were directly modified and also those one step downstream, use `--select state:modified+1`. #### Job outcome During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. From 1d8f8b69dbdb04c0a1c0229a4a9efbb18ebe2721 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 23 Oct 2024 17:18:05 +0100 Subject: [PATCH 05/20] update header --- website/docs/docs/deploy/ci-jobs.md | 4 ++-- website/docs/docs/deploy/job-commands.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index abd3fb41a7..c717279685 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the `--exclude` flag. Use [custom dbt syntaxes](/docs/deploy/job-commands#advanced-ci-compare-changes) for the list of syntaxes to modify the selection criteria. + When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the `--exclude` flag. Use [custom commands](/docs/deploy/job-commands#advanced-ci-compare-changes) to modify the selection criteria. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. @@ -53,7 +53,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d - **Run timeout** — Cancel the CI job if the run time exceeds the timeout value. You can use this option to help ensure that a CI check doesn't consume too much of your warehouse resources. If you enable the **Run compare changes** option, the timeout value defaults to `3600` (one hour) to prevent long-running comparisons. -1. (optional) Options in the **Advanced settings** section: +2. (optional) Options in the **Advanced settings** section: - **Environment variables** — Define [environment variables](/docs/build/environment-variables) to customize the behavior of your project when this CI job runs. You can specify that a CI job is running in a _Staging_ or _CI_ environment by setting an environment variable and modifying your project code to behave differently, depending on the context. It's common for teams to process only a subset of data for CI runs, using environment variables to branch logic in their dbt project code. - **Target name** — Define the [target name](/docs/build/custom-target-names). Similar to **Environment Variables**, this option lets you customize the behavior of the project. You can use this option to specify that a CI job is running in a _Staging_ or _CI_ environment by setting the target name and modifying your project code to behave differently, depending on the context. - **dbt version** — By default, it’s set to inherit the [dbt version](/docs/dbt-versions/core) from the environment. dbt Labs strongly recommends that you don't change the default setting. This option to change the version at the job level is useful only when you upgrade a project to the next dbt version; otherwise, mismatched versions between the environment and job can lead to confusing behavior. diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index 250cc7106c..ccb6648a74 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -48,7 +48,7 @@ Use [selectors](/reference/node-selection/syntax) as a powerful way to select an ::: -#### Advanced CI compare changes +#### Compare changes custom commands For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. Here are some examples of how you can customize the comparison command: From f104df6e0f456a59c6934a5fa873a8dbc92da068 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 23 Oct 2024 17:35:24 +0100 Subject: [PATCH 06/20] Update website/docs/docs/deploy/job-commands.md --- website/docs/docs/deploy/job-commands.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index ccb6648a74..cb5ba5ab2e 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -55,7 +55,7 @@ Here are some examples of how you can customize the comparison command: - To exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. - To exclude models based on tags, use `--select state modified --exclude tag:tagname_a tag:tagname_b`. -- To include models that were directly modified and also those one step downstream, use `--select state:modified+1`. +- To include models that were directly modified and also those one step downstream, use `--select state:modified+`. #### Job outcome During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. From be7c9d1419e81ed60157cbf9d0fe4f1df4fab9c2 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 23 Oct 2024 17:36:53 +0100 Subject: [PATCH 07/20] Update website/docs/docs/deploy/job-commands.md --- website/docs/docs/deploy/job-commands.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index cb5ba5ab2e..ccb6648a74 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -55,7 +55,7 @@ Here are some examples of how you can customize the comparison command: - To exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. - To exclude models based on tags, use `--select state modified --exclude tag:tagname_a tag:tagname_b`. -- To include models that were directly modified and also those one step downstream, use `--select state:modified+`. +- To include models that were directly modified and also those one step downstream, use `--select state:modified+1`. #### Job outcome During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. From 0c3b98377a73a999f566ccf873fb156fe4037feb Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 23 Oct 2024 17:39:10 +0100 Subject: [PATCH 08/20] add url img --- website/docs/docs/deploy/advanced-ci.md | 1 + 1 file changed, 1 insertion(+) diff --git a/website/docs/docs/deploy/advanced-ci.md b/website/docs/docs/deploy/advanced-ci.md index e3f7cc7c9a..71938d9730 100644 --- a/website/docs/docs/deploy/advanced-ci.md +++ b/website/docs/docs/deploy/advanced-ci.md @@ -3,6 +3,7 @@ title: "Advanced CI" id: "advanced-ci" sidebar_label: "Advanced CI" description: "Advanced CI enables developers to compare changes by demonstrating the changes the code produces." +image: /img/docs/dbt-cloud/example-ci-compare-changes-tab.png --- # Advanced CI From 169fcd798c66dcf2162f7b6aad8802288cf50a89 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Mon, 28 Oct 2024 17:17:53 +0000 Subject: [PATCH 09/20] Update website/docs/docs/deploy/ci-jobs.md --- website/docs/docs/deploy/ci-jobs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index c717279685..bdfeebb9cf 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the `--exclude` flag. Use [custom commands](/docs/deploy/job-commands#advanced-ci-compare-changes) to modify the selection criteria. + When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#advanced-ci-compare-changes) to modify the selection criteria. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. From 5a6ed0cdfcbdc8463edae86a33f97ed33102a14a Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Mon, 28 Oct 2024 17:19:45 +0000 Subject: [PATCH 10/20] Update website/docs/docs/deploy/ci-jobs.md --- website/docs/docs/deploy/ci-jobs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index bdfeebb9cf..f1b0a0fb25 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#advanced-ci-compare-changes) to modify the selection criteria. + When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) to modify the selection criteria. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. From 44a9a4053f1c7c93e48160ac50176e6cc181c63b Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 30 Oct 2024 13:55:13 +0000 Subject: [PATCH 11/20] Update website/docs/docs/deploy/ci-jobs.md --- website/docs/docs/deploy/ci-jobs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index 17568af3c7..5fe3d46095 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **Run compare changes** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) to modify the selection criteria. + When you enable the **dbt compare** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) to modify the selection criteria. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. From a0e441e39302342004efc67324e8c98ec517498a Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 30 Oct 2024 14:00:53 +0000 Subject: [PATCH 12/20] add rn --- website/docs/docs/dbt-versions/release-notes.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/website/docs/docs/dbt-versions/release-notes.md b/website/docs/docs/dbt-versions/release-notes.md index 2fdb020777..423ee93604 100644 --- a/website/docs/docs/dbt-versions/release-notes.md +++ b/website/docs/docs/dbt-versions/release-notes.md @@ -18,6 +18,10 @@ Release notes are grouped by month for both multi-tenant and virtual private clo \* The official release date for this new format of release notes is May 15th, 2024. Historical release notes for prior dates may not reflect all available features released earlier this year or their tenancy availability. +## November 2024 + +- **Enhancement**: For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Refer to [Compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for examples of how to customize the comparison command. + ## October 2024 - **Fix:** Previously, POST requests to the Jobs API with invalid `cron` strings would return HTTP response status code 500s but would update the underlying entity. Now, POST requests to the Jobs API with invalid `cron` strings will result in status code 400s, without the underlying entity being updated. From 00ceba84c9ab2e8e8ce6741aafb3a769a92e0f3f Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Mon, 4 Nov 2024 09:52:56 +0000 Subject: [PATCH 13/20] Update website/docs/docs/deploy/job-commands.md Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- website/docs/docs/deploy/job-commands.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index ccb6648a74..765e0a713b 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -51,7 +51,7 @@ Use [selectors](/reference/node-selection/syntax) as a powerful way to select an #### Compare changes custom commands For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. -Here are some examples of how you can customize the comparison command: +The following examples highlight how you can customize the comparison command: - To exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. - To exclude models based on tags, use `--select state modified --exclude tag:tagname_a tag:tagname_b`. From ccbef5105e9888ce542637223328d288361a304a Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Mon, 4 Nov 2024 09:55:34 +0000 Subject: [PATCH 14/20] Update website/docs/docs/dbt-versions/release-notes.md Co-authored-by: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> --- website/docs/docs/dbt-versions/release-notes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/dbt-versions/release-notes.md b/website/docs/docs/dbt-versions/release-notes.md index 423ee93604..79e4158492 100644 --- a/website/docs/docs/dbt-versions/release-notes.md +++ b/website/docs/docs/dbt-versions/release-notes.md @@ -20,7 +20,7 @@ Release notes are grouped by month for both multi-tenant and virtual private clo ## November 2024 -- **Enhancement**: For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Refer to [Compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for examples of how to customize the comparison command. +- **Enhancement**: For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can optimize performance when running comparisons by using custom dbt syntax to exclude specific large models (or groups of models with tags). Refer to [Compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for examples of how to customize the comparison command. ## October 2024 From bb4dd651f35c523c2dda6965caadfc2ab032ffac Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Mon, 4 Nov 2024 10:09:11 +0000 Subject: [PATCH 15/20] add more context --- website/docs/docs/deploy/job-commands.md | 17 ++++++++++++++--- 1 file changed, 14 insertions(+), 3 deletions(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index 765e0a713b..2e1cbc3861 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -53,9 +53,20 @@ For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#com The following examples highlight how you can customize the comparison command: -- To exclude the large `fct_orders` model from the comparison, use the `--select state:modified --exclude fct_orders` syntax. -- To exclude models based on tags, use `--select state modified --exclude tag:tagname_a tag:tagname_b`. -- To include models that were directly modified and also those one step downstream, use `--select state:modified+1`. +- Exclude the large `fct_orders` model from the comparison to run a CI job on fewer or smaller models and reduce job time/resource consumption. Use the following command: + + ```sql + --select state:modified --exclude fct_orders + ``` +- Exclude models based on tags for scenarios like when models share a common feature or function. Use the following command: + + ```sql + --select state modified --exclude tag:tagname_a tag:tagname_b + ``` +- Include models that were directly modified and also those one step downstream using the `modified+1` selector. Use the following command: + ```sql + --select state:modified+1 + ``` #### Job outcome During a job run, the commands are "chained" together and executed as run steps. If one of the run steps in the chain fails, then the subsequent steps aren't executed, and the job will fail. From 17e974adc9de0e6da34b936317f6f2266b6fac76 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 5 Nov 2024 09:31:45 +0000 Subject: [PATCH 16/20] Update job-commands.md Co-authored-by: Joel Labes --- website/docs/docs/deploy/job-commands.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index 2e1cbc3861..20b815bec9 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -44,7 +44,7 @@ You can add or remove as many dbt commands as necessary for every job. However, :::tip Using selectors -Use [selectors](/reference/node-selection/syntax) as a powerful way to select and execute portions of your project in a job run. For example, to run tests for one _specific_ model, use the selector: `dbt test --select one_specific_model`. The job will still run if a selector doesn't match any models. +Use [selectors](/reference/node-selection/syntax) as a powerful way to select and execute portions of your project in a job run. For example, to run tests for `one_specific_model`, use the selector: `dbt test --select one_specific_model`. The job will still run if a selector doesn't match any models. ::: From 87429f325ff88a66ba1425ac21118555a4a94b0b Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Tue, 5 Nov 2024 12:52:34 +0000 Subject: [PATCH 17/20] add img --- website/docs/docs/deploy/ci-jobs.md | 4 +++- website/docs/docs/deploy/job-commands.md | 6 ++++-- website/static/img/docs/deploy/dbt-compare.jpg | Bin 0 -> 208824 bytes 3 files changed, 7 insertions(+), 3 deletions(-) create mode 100644 website/static/img/docs/deploy/dbt-compare.jpg diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index 5fe3d46095..8cc17311e2 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -41,7 +41,9 @@ To make CI job creation easier, many options on the **CI job** page are set to d To review the comparison report, navigate to the [Compare tab](/docs/deploy/run-visibility#compare-tab) in the job run's details. A summary of the report is also available from the pull request in your Git provider (see the [CI report example](#example-ci-report)). :::info Optimization tip - When you enable the **dbt compare** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Use [custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) to modify the selection criteria. + When you enable the **dbt compare** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Refer to [compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for more details. + + Additionally, if you set [`event_time`](/docs/build/incremental-microbatch#relevant-configs) in your models/seeds/snapshots/sources, it allows you to compare matching date ranges between tables by filtering to overlapping date ranges. This is useful for faster CI workflow or custom sampling set ups. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. diff --git a/website/docs/docs/deploy/job-commands.md b/website/docs/docs/deploy/job-commands.md index 20b815bec9..88456d22f2 100644 --- a/website/docs/docs/deploy/job-commands.md +++ b/website/docs/docs/deploy/job-commands.md @@ -49,9 +49,11 @@ Use [selectors](/reference/node-selection/syntax) as a powerful way to select an ::: #### Compare changes custom commands -For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can use a custom dbt syntax to exclude specific large models (or groups of models with tags) to optimize running the comparison. Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. +For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled and selected the **dbt compare** checkbox, you can add custom dbt commands to optimize running the comparison (for example, to exclude specific large models, or groups of models with tags). Running comparisons on large models can significantly increase the time it takes for CI jobs to complete. -The following examples highlight how you can customize the comparison command: + + +The following examples highlight how you can customize the dbt compare command box: - Exclude the large `fct_orders` model from the comparison to run a CI job on fewer or smaller models and reduce job time/resource consumption. 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Mo ## Compare changes feature {#compare-changes} -For [CI jobs](/docs/deploy/ci-jobs) that have the **dbt compare** option enabled, dbt Cloud compares the changes between the last applied state of the production environment (defaulting to deferral for lower compute costs) and the latest changes from the pull request, whenever a pull request is opened or new commits are pushed. +For [CI jobs](/docs/deploy/ci-jobs) that have the [**dbt compare** option enabled](/docs/deploy/ci-jobs#set-up-ci-jobs), dbt Cloud compares the changes between the last applied state of the production environment (defaulting to deferral for lower compute costs) and the latest changes from the pull request, whenever a pull request is opened or new commits are pushed. dbt reports the comparison differences in: From 4a7775f67b68b56988be86a60c51020958789051 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 19 Nov 2024 14:08:23 -0500 Subject: [PATCH 19/20] Update website/docs/docs/deploy/ci-jobs.md --- website/docs/docs/deploy/ci-jobs.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/deploy/ci-jobs.md b/website/docs/docs/deploy/ci-jobs.md index 12db0137ca..9e9fc54082 100644 --- a/website/docs/docs/deploy/ci-jobs.md +++ b/website/docs/docs/deploy/ci-jobs.md @@ -43,7 +43,7 @@ To make CI job creation easier, many options on the **CI job** page are set to d :::info Optimization tip When you enable the **dbt compare** checkbox, you can customize the comparison command to optimize your CI job. For example, if you have large models that take a long time to compare, you can exclude them to speed up the process using the [`--exclude` flag](/reference/node-selection/exclude). Refer to [compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for more details. - Additionally, if you set [`event_time`](/docs/build/incremental-microbatch#relevant-configs) in your models/seeds/snapshots/sources, it allows you to compare matching date ranges between tables by filtering to overlapping date ranges. This is useful for faster CI workflow or custom sampling set ups. + Additionally, if you set [`event_time`](/reference/resource-configs/event-time) in your models/seeds/snapshots/sources, it allows you to compare matching date ranges between tables by filtering to overlapping date ranges. This is useful for faster CI workflow or custom sampling set ups. ::: - **Compare changes against an environment (Deferral)** — By default, it’s set to the **Production** environment if you created one. This option allows dbt Cloud to check the state of the code in the PR against the code running in the deferred environment, so as to only check the modified code, instead of building the full table or the entire DAG. From 7258c4e9dc0e876584da81556bcd89d23c512546 Mon Sep 17 00:00:00 2001 From: Mirna Wong <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 20 Nov 2024 11:34:29 -0500 Subject: [PATCH 20/20] Update website/docs/docs/dbt-versions/release-notes.md --- website/docs/docs/dbt-versions/release-notes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/dbt-versions/release-notes.md b/website/docs/docs/dbt-versions/release-notes.md index 0f23a8cfc0..5bd9867d8d 100644 --- a/website/docs/docs/dbt-versions/release-notes.md +++ b/website/docs/docs/dbt-versions/release-notes.md @@ -20,7 +20,7 @@ Release notes are grouped by month for both multi-tenant and virtual private clo ## November 2024 -- **Enhancement**: For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can optimize performance when running comparisons by using custom dbt syntax to exclude specific large models (or groups of models with tags). Refer to [Compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for examples of how to customize the comparison command. +- **Enhancement**: For users that have Advanced CI's [compare changes](/docs/deploy/advanced-ci#compare-changes) feature enabled, you can optimize performance when running comparisons by using custom dbt syntax to customize deferral usage, exclude specific large models (or groups of models with tags), and more. Refer to [Compare changes custom commands](/docs/deploy/job-commands#compare-changes-custom-commands) for examples of how to customize the comparison command. - **New**: Use the [`dbt_valid_to_current`](/reference/resource-configs/dbt_valid_to_current) config to set a custom indicator for the value of `dbt_valid_to` in current snapshot records (like a future date). By default, this value is `NULL`. When configured, dbt will use the specified value instead of `NULL` for `dbt_valid_to` for current records in the snapshot table. This feature is available in dbt Cloud Versionless and dbt Core v1.9 and later. - **New**: Use the [`event_time`](/reference/resource-configs/event-time) configuration to specify "at what time did the row occur." This configuration is required for [Incremental microbatch](/docs/build/incremental-microbatch) and can be added to ensure you're comparing overlapping times in [Advanced CI's compare changes](/docs/deploy/advanced-ci). Available in dbt Cloud Versionless and dbt Core v1.9 and higher. - **Fix**: This update improves [dbt Semantic Layer Tableau integration](/docs/cloud-integrations/semantic-layer/tableau) making query parsing more reliable. Some key fixes include: