From 4f895d5eb209c548591a0641dc9fe5ce65fff9cc Mon Sep 17 00:00:00 2001 From: Dave Connors Date: Thu, 5 Oct 2023 13:33:31 -0500 Subject: [PATCH 01/19] add defer page to cloud develop docs --- .../docs/cloud/about-cloud-develop-defer.md | 42 +++++++++++++++++++ .../docs/docs/cloud/about-cloud-develop.md | 2 +- website/sidebars.js | 1 + 3 files changed, 44 insertions(+), 1 deletion(-) create mode 100644 website/docs/docs/cloud/about-cloud-develop-defer.md diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md new file mode 100644 index 00000000000..34e2c1728cc --- /dev/null +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -0,0 +1,42 @@ +--- +title: Using defer in dbt Cloud +id: about-cloud-develop-defer +description: "Learn how to leverage defer to prod when developing with dbt Cloud." +sidebar_label: "Using defer in dbt Cloud" +pagination_next: "docs/cloud/cloud-cli-installation" +--- + + +[Defer](/reference/node-selection/defer) is a powerful feature that allows developers to only build and run and test models they've edited without having to first run and build these models' upstream parents. This is powered by having a production manifest to compare to, and dbt will resolve the `{{ ref() }}` function with upstream production artifacts. + +Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to production metadata directly in their development workflows, dramatically reducing development time and warehouse spend by preventing unecessary model builds. + +## Required setup + +Set your production environment using the [production environment checkbox](/docs/deploy/deploy-environments#set-as-production-environment-beta) in the environment settings page. This can be set for one deployment environment per dbt Cloud project. When using defer, the artifacts from the latest successful, non-CI job execution in the production environment will be compared to. + +### Defer in the IDE + +Defer in the IDE is as simple as toggling the `Defer to production` switch on the command bar! When enabled, dbt Cloud will: + +1. Pull down the most recent manifest from the Production environment for comparison +2. Pass the `--defer` flag to the command (for any command that accepts the flag) + +For example, if you were to start developing with on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), make an edit to a single model, and run `dbt build -s state:modified` you would see *just* that model run, with any ` {{ ref() }}` functions resolve to the production location of the reffed models! + +### Defer in dbt Cloud CLI + +One key difference between using `--defer` in the Cloud CLI vs the IDE is that defer is *automatically on by default for all invocations*, using artifacts from your production evironment to compare. You can pass the `--no-defer` flag to your dbt command to disable this behavior. This flag is unique to the dbt Cloud CLI only. + +Cloud CLI offers additional flexibility for declaring which environment is used as the source of deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` file or your `dbt_cloud.yml` file. + +```yml +# in dbt_cloud.yml +dever-env-id: '123456' +``` + +```yml +# in dbt_project.yml +dbt_cloud: + dever-env-id: '123456' +``` diff --git a/website/docs/docs/cloud/about-cloud-develop.md b/website/docs/docs/cloud/about-cloud-develop.md index 88066d4dcd4..ce41318764f 100644 --- a/website/docs/docs/cloud/about-cloud-develop.md +++ b/website/docs/docs/cloud/about-cloud-develop.md @@ -3,7 +3,7 @@ title: About developing in dbt Cloud id: about-cloud-develop description: "Learn how to develop your dbt projects using dbt Cloud." sidebar_label: "About developing in dbt Cloud" -pagination_next: "docs/cloud/cloud-cli-installation" +pagination_next: "docs/cloud/about-cloud-develop-defer" --- dbt Cloud offers a fast and reliable way to work on your dbt project. You can use it through an integrated development environment (IDE) in your browser or a dbt Cloud-powered command line interface (CLI): diff --git a/website/sidebars.js b/website/sidebars.js index d27738c061a..23052cfd8e9 100644 --- a/website/sidebars.js +++ b/website/sidebars.js @@ -121,6 +121,7 @@ const sidebarSettings = { link: { type: "doc", id: "docs/cloud/about-cloud-develop" }, items: [ "docs/cloud/about-cloud-develop", + "docs/cloud/about-cloud-develop-defer", { type: "category", label: "dbt Cloud CLI (beta)", From 3d28be8487c7ebb48c24882e56d070a396910e33 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Mon, 9 Oct 2023 17:22:39 +0100 Subject: [PATCH 02/19] Update cloud-cli-installation.md --- website/docs/docs/cloud/cloud-cli-installation.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/cloud-cli-installation.md b/website/docs/docs/cloud/cloud-cli-installation.md index ccc39cd99a4..e095ac41124 100644 --- a/website/docs/docs/cloud/cloud-cli-installation.md +++ b/website/docs/docs/cloud/cloud-cli-installation.md @@ -19,7 +19,7 @@ dbt Cloud natively supports developing using a command line (CLI), empowering te dbt commands are run against dbt Cloud's infrastructure and benefit from: * Secure credential storage in the dbt Cloud platform. -* Automatic deferral of build artifacts to your Cloud project's production environment. +* [Automatic deferral](/docs/cloud/about-cloud-develop-defer) of build artifacts to your Cloud project's production environment. * Speedier, lower-cost builds. * Support for dbt Mesh ([cross-project `ref`](/docs/collaborate/govern/project-dependencies)), * Significant platform improvements, to be released over the coming months. From 3aa2fd3697a5379850f4e7a7682f7b48bfa363ef Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 10 Oct 2023 17:42:13 +0100 Subject: [PATCH 03/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 34e2c1728cc..e81f6bac348 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -15,7 +15,7 @@ Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to pr Set your production environment using the [production environment checkbox](/docs/deploy/deploy-environments#set-as-production-environment-beta) in the environment settings page. This can be set for one deployment environment per dbt Cloud project. When using defer, the artifacts from the latest successful, non-CI job execution in the production environment will be compared to. -### Defer in the IDE +### Defer in the dbt Cloud IDE Defer in the IDE is as simple as toggling the `Defer to production` switch on the command bar! When enabled, dbt Cloud will: From 7bc788c74325a535ac17946f23b54cfee100e847 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 10 Oct 2023 18:03:32 +0100 Subject: [PATCH 04/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 1 - 1 file changed, 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index e81f6bac348..951ee08db62 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -31,7 +31,6 @@ One key difference between using `--defer` in the Cloud CLI vs the IDE is that d Cloud CLI offers additional flexibility for declaring which environment is used as the source of deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` file or your `dbt_cloud.yml` file. ```yml -# in dbt_cloud.yml dever-env-id: '123456' ``` From f764515ce5db92b1cb9b8ded5f484964414aa97a Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 10 Oct 2023 18:04:36 +0100 Subject: [PATCH 05/19] Update about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 951ee08db62..cc254216863 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -30,12 +30,14 @@ One key difference between using `--defer` in the Cloud CLI vs the IDE is that d Cloud CLI offers additional flexibility for declaring which environment is used as the source of deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` file or your `dbt_cloud.yml` file. +**In the `dbt_cloud.yml` file:** + ```yml dever-env-id: '123456' ``` +**In the dbt_project.yml file:** ```yml -# in dbt_project.yml dbt_cloud: dever-env-id: '123456' ``` From faef573b47faebbd816c2741af93ad7ba20f2380 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Tue, 10 Oct 2023 18:13:01 +0100 Subject: [PATCH 06/19] Update about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 12 +++++++++--- 1 file changed, 9 insertions(+), 3 deletions(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index cc254216863..db0c1b279f0 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -30,14 +30,20 @@ One key difference between using `--defer` in the Cloud CLI vs the IDE is that d Cloud CLI offers additional flexibility for declaring which environment is used as the source of deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` file or your `dbt_cloud.yml` file. -**In the `dbt_cloud.yml` file:** + -```yml + ```yml dever-env-id: '123456' ``` -**In the dbt_project.yml file:** + + + + + ```yml dbt_cloud: dever-env-id: '123456' ``` + + From 94ffe6e264be65749c16865304a591152e540931 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:45:02 +0100 Subject: [PATCH 07/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index db0c1b279f0..273447065f3 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -7,7 +7,7 @@ pagination_next: "docs/cloud/cloud-cli-installation" --- -[Defer](/reference/node-selection/defer) is a powerful feature that allows developers to only build and run and test models they've edited without having to first run and build these models' upstream parents. This is powered by having a production manifest to compare to, and dbt will resolve the `{{ ref() }}` function with upstream production artifacts. +[Defer](/reference/node-selection/defer) is a powerful feature that allows developers to only build and run and test models they've edited without having to first run and build all the models that come before them (upstream parents). This is powered by using a production manifest for comparison, and dbt will resolve the `{{ ref() }}` function with upstream production artifacts. Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to production metadata directly in their development workflows, dramatically reducing development time and warehouse spend by preventing unecessary model builds. From 868fb65f98a7ceecd4345f165185209964b3260f Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:49:41 +0100 Subject: [PATCH 08/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 273447065f3..7e49eb616e9 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -22,7 +22,7 @@ Defer in the IDE is as simple as toggling the `Defer to production` switch on th 1. Pull down the most recent manifest from the Production environment for comparison 2. Pass the `--defer` flag to the command (for any command that accepts the flag) -For example, if you were to start developing with on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), make an edit to a single model, and run `dbt build -s state:modified` you would see *just* that model run, with any ` {{ ref() }}` functions resolve to the production location of the reffed models! +For example, if you were to start developing on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), edit a single model, and run `dbt build -s state:modified` — only the edited model would run. Any `{{ ref() }}` functions will point to the production location of the referenced models ### Defer in dbt Cloud CLI From 34ee78463ff17b429db60e3becf4b3d7b0f14d3e Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:49:52 +0100 Subject: [PATCH 09/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 7e49eb616e9..9db2b45de7f 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -28,7 +28,7 @@ For example, if you were to start developing on a new branch with [nothing in yo One key difference between using `--defer` in the Cloud CLI vs the IDE is that defer is *automatically on by default for all invocations*, using artifacts from your production evironment to compare. You can pass the `--no-defer` flag to your dbt command to disable this behavior. This flag is unique to the dbt Cloud CLI only. -Cloud CLI offers additional flexibility for declaring which environment is used as the source of deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` file or your `dbt_cloud.yml` file. +The dbt Cloud CLI offers additional flexibility by letting you choose the source environment for deferral artifacts. You can set a `defer-env-id key` in either your `dbt_project.yml` or `dbt_cloud.yml` file. From 39b43cf02a4308ffee463481f8b5074922c60d8d Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:50:44 +0100 Subject: [PATCH 10/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 9db2b45de7f..d01cb5b258f 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -26,7 +26,7 @@ For example, if you were to start developing on a new branch with [nothing in yo ### Defer in dbt Cloud CLI -One key difference between using `--defer` in the Cloud CLI vs the IDE is that defer is *automatically on by default for all invocations*, using artifacts from your production evironment to compare. You can pass the `--no-defer` flag to your dbt command to disable this behavior. This flag is unique to the dbt Cloud CLI only. +One key difference between using `--defer` in the dbt Cloud CLI and the dbt Cloud IDE is that `--defer` is *automatically* enabled in the dbt Cloud CLI for all invocations, comparing with production artifacts. You can disable it with the `--no-defer` flag. The dbt Cloud CLI offers additional flexibility by letting you choose the source environment for deferral artifacts. You can set a `defer-env-id key` in either your `dbt_project.yml` or `dbt_cloud.yml` file. From e44e66b375915a67a0453c018728831cee7faa19 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:51:16 +0100 Subject: [PATCH 11/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index d01cb5b258f..0b51180910a 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -17,7 +17,7 @@ Set your production environment using the [production environment checkbox](/doc ### Defer in the dbt Cloud IDE -Defer in the IDE is as simple as toggling the `Defer to production` switch on the command bar! When enabled, dbt Cloud will: +To enable 'Defer' in the dbt Cloud IDE, toggle the **Defer to production** button on the command bar. Once enabled, dbt Cloud will: 1. Pull down the most recent manifest from the Production environment for comparison 2. Pass the `--defer` flag to the command (for any command that accepts the flag) From b5628d342565d0796c7fe2d64225d5ce444bb35f Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:51:28 +0100 Subject: [PATCH 12/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 5 ++++- 1 file changed, 4 insertions(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 0b51180910a..9c6fb46ff52 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -13,7 +13,10 @@ Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to pr ## Required setup -Set your production environment using the [production environment checkbox](/docs/deploy/deploy-environments#set-as-production-environment-beta) in the environment settings page. This can be set for one deployment environment per dbt Cloud project. When using defer, the artifacts from the latest successful, non-CI job execution in the production environment will be compared to. +- You must select the **[Production environment](/docs/deploy/deploy-environments#set-as-production-environment-beta)** checkbox in the **Environment Settings** page. + - This can be set for one deployment environment per dbt Cloud project. + +When using 'defer', it compares artifacts from the most recent successful production job, excluding CI jobs. ### Defer in the dbt Cloud IDE From 56df1911aa0335a6edf9498f623f76c187d46dad Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:54:55 +0100 Subject: [PATCH 13/19] Update about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 9c6fb46ff52..9ccc7110b3c 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -9,13 +9,14 @@ pagination_next: "docs/cloud/cloud-cli-installation" [Defer](/reference/node-selection/defer) is a powerful feature that allows developers to only build and run and test models they've edited without having to first run and build all the models that come before them (upstream parents). This is powered by using a production manifest for comparison, and dbt will resolve the `{{ ref() }}` function with upstream production artifacts. -Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to production metadata directly in their development workflows, dramatically reducing development time and warehouse spend by preventing unecessary model builds. +Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to production metadata directly in their development workflows, dramatically reducing development time and warehouse spend by preventing unnecessary model builds. ## Required setup - You must select the **[Production environment](/docs/deploy/deploy-environments#set-as-production-environment-beta)** checkbox in the **Environment Settings** page. - - This can be set for one deployment environment per dbt Cloud project. - + - This can be set for one deployment environment per dbt Cloud project. +- You must have a successful job run first + When using 'defer', it compares artifacts from the most recent successful production job, excluding CI jobs. ### Defer in the dbt Cloud IDE From e5a3d66e182407f3a5185cb64045ed255cdfc058 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 12:55:13 +0100 Subject: [PATCH 14/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 9ccc7110b3c..f58906ad0e6 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -15,7 +15,7 @@ Both the dbt Cloud IDE and the dbt Cloud CLI allow users to natively defer to pr - You must select the **[Production environment](/docs/deploy/deploy-environments#set-as-production-environment-beta)** checkbox in the **Environment Settings** page. - This can be set for one deployment environment per dbt Cloud project. -- You must have a successful job run first +- You must have a successful job run first. When using 'defer', it compares artifacts from the most recent successful production job, excluding CI jobs. From aeb68f039637d77fd9f780bd4a4a4af6f89134f3 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 11 Oct 2023 13:30:30 +0100 Subject: [PATCH 15/19] add defer screenshot --- .../docs/cloud/about-cloud-develop-defer.md | 4 +++- .../cloud/dbt-cloud-ide/ide-user-interface.md | 6 ++++-- .../dbt-cloud/cloud-ide/ide-command-bar.jpg | Bin 0 -> 210046 bytes .../static/img/docs/dbt-cloud/defer-toggle.jpg | Bin 0 -> 467442 bytes 4 files changed, 7 insertions(+), 3 deletions(-) create mode 100644 website/static/img/docs/dbt-cloud/cloud-ide/ide-command-bar.jpg create mode 100644 website/static/img/docs/dbt-cloud/defer-toggle.jpg diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index f58906ad0e6..438105a8378 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -26,7 +26,9 @@ To enable 'Defer' in the dbt Cloud IDE, toggle the **Defer to production** butto 1. Pull down the most recent manifest from the Production environment for comparison 2. Pass the `--defer` flag to the command (for any command that accepts the flag) -For example, if you were to start developing on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), edit a single model, and run `dbt build -s state:modified` — only the edited model would run. Any `{{ ref() }}` functions will point to the production location of the referenced models +For example, if you were to start developing on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), edit a single model, and run `dbt build -s state:modified` — only the edited model would run. Any `{{ ref() }}` functions will point to the production location of the referenced models. + + ### Defer in dbt Cloud CLI diff --git a/website/docs/docs/cloud/dbt-cloud-ide/ide-user-interface.md b/website/docs/docs/cloud/dbt-cloud-ide/ide-user-interface.md index de643413a8a..05910b23e7f 100644 --- a/website/docs/docs/cloud/dbt-cloud-ide/ide-user-interface.md +++ b/website/docs/docs/cloud/dbt-cloud-ide/ide-user-interface.md @@ -36,11 +36,13 @@ The IDE streamlines your workflow, and features a popular user interface layout * Added (A) — The IDE detects added files * Deleted (D) — The IDE detects deleted files. - + 5. **Command bar —** The Command bar, located in the lower left of the IDE, is used to invoke [dbt commands](/reference/dbt-commands). When a command is invoked, the associated logs are shown in the Invocation History Drawer. -6. **IDE Status button —** The IDE Status button, located on the lower right of the IDE, displays the current IDE status. If there is an error in the status or in the dbt code that stops the project from parsing, the button will turn red and display "Error". If there aren't any errors, the button will display a green "Ready" status. To access the [IDE Status modal](#modals-and-menus), simply click on this button. +6. **Defer to production —** The **Defer to production** toggle allows developers to only build and run and test models they've edited without having to first run and build all the models that come before them (upstream parents). Refer to [Using defer in dbt Cloud](/docs/cloud/about-cloud-develop-defer#defer-in-the-dbt-cloud-ide) for more info. + +7. **Status button —** The IDE Status button, located on the lower right of the IDE, displays the current IDE status. If there is an error in the status or in the dbt code that stops the project from parsing, the button will turn red and display "Error". If there aren't any errors, the button will display a green "Ready" status. 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z-R#!W1oditle-Zb7c3II(8SIm3%q=jHHqyFJ3IU9+71QaZD=Xa&djvBsnnGf0h5PUg-Y3;I^#gE91Z3zNmJ&zQg;H%-^O0 zm#=3(T=?sLx%7W&V%7b+c$vT71J`Vt;jm=V%2y>%g0F6@`}F)rvCaRQe?NXM-Y@*) zXZL%-_^+`i-^gQg6{w}R+W@4&yU(H)zpZ53K zv-kPO?E^mCm)~@Z<^SK-|NoBE*FWBG|LK0bVg7^t_Mh+H|M{K&-{0ql?%)6M{{5ft z<^O)~{x#d=|GxwK?LWNN|MOe;|G#5E_3!(i{(RqGWam07#`ey~| Vs^9s94@fcqfv2mV%Q~loCIHxj!UO;S From a31f454ca3fadaa4c8d010d75a9abf478f1a3ff1 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 15:08:06 +0100 Subject: [PATCH 17/19] Update website/docs/docs/cloud/about-cloud-develop-defer.md Co-authored-by: dave-connors-3 <73915542+dave-connors-3@users.noreply.github.com> --- website/docs/docs/cloud/about-cloud-develop-defer.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/cloud/about-cloud-develop-defer.md b/website/docs/docs/cloud/about-cloud-develop-defer.md index 77c92b8b32d..1c0b316f885 100644 --- a/website/docs/docs/cloud/about-cloud-develop-defer.md +++ b/website/docs/docs/cloud/about-cloud-develop-defer.md @@ -34,7 +34,7 @@ For example, if you were to start developing on a new branch with [nothing in yo One key difference between using `--defer` in the dbt Cloud CLI and the dbt Cloud IDE is that `--defer` is *automatically* enabled in the dbt Cloud CLI for all invocations, comparing with production artifacts. You can disable it with the `--no-defer` flag. -The dbt Cloud CLI offers additional flexibility by letting you choose the source environment for deferral artifacts. You can set a `defer-env-id key` in either your `dbt_project.yml` or `dbt_cloud.yml` file. +The dbt Cloud CLI offers additional flexibility by letting you choose the source environment for deferral artifacts. You can set a `defer-env-id` key in either your `dbt_project.yml` or `dbt_cloud.yml` file. If you do not provide a `defer-env-id` setting, the dbt Cloud CLI will use artifacts from your dbt Cloud environment marked 'Production'. From b696215443b24192c466b58bf9afbeca7a3ce943 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 15:49:26 +0100 Subject: [PATCH 18/19] Update configure-cloud-cli.md --- website/docs/docs/cloud/configure-cloud-cli.md | 6 ++++++ 1 file changed, 6 insertions(+) diff --git a/website/docs/docs/cloud/configure-cloud-cli.md b/website/docs/docs/cloud/configure-cloud-cli.md index 4b0e67ad4a2..c45683daacb 100644 --- a/website/docs/docs/cloud/configure-cloud-cli.md +++ b/website/docs/docs/cloud/configure-cloud-cli.md @@ -24,6 +24,7 @@ import CloudCLIFlag from '/snippets/_cloud-cli-flag.md'; Once you install the dbt Cloud CLI, you need to configure it to connect to a dbt Cloud project. 1. Ensure you meet the prerequisites above. + 2. Download your credentials from dbt Cloud by clicking on the **Try the dbt Cloud CLI** banner on the dbt Cloud homepage. 3. Follow the banner instructions and download the config file to `~/.dbt/dbt_cloud.yml` ( Mac and Linux users) or `C:\Users\yourusername\.dbt\dbt_cloud.yml` (Windows users). The config file looks like this: @@ -41,10 +42,15 @@ Once you install the dbt Cloud CLI, you need to configure it to connect to a dbt - project-id: "" account-host: "" api-key: "" + ``` 4. After downloading the config file, navigate to a dbt project in your terminal: + ```bash + cd ~/dbt-projects/jaffle_shop + ``` + 5. In your `dbt_project.yml` file, ensure you have or include a `dbt-cloud` section with a `project-id` field. The `project-id` field contains the dbt Cloud project ID you want to use. ```yaml From e3e453f53e7b9b54851d6a0bd058b7d128b2f133 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 11 Oct 2023 15:50:23 +0100 Subject: [PATCH 19/19] Update cloud-cli-installation.md --- website/docs/docs/cloud/cloud-cli-installation.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/website/docs/docs/cloud/cloud-cli-installation.md b/website/docs/docs/cloud/cloud-cli-installation.md index e5728bee464..5f8b161a8ce 100644 --- a/website/docs/docs/cloud/cloud-cli-installation.md +++ b/website/docs/docs/cloud/cloud-cli-installation.md @@ -83,7 +83,6 @@ We recommend using virtual environments (venv) to namespace pip modules. ``` - @@ -164,7 +163,6 @@ During the public preview period, we recommend updating before filing a bug repo - To update, run `pip install --upgrade dbt`.

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To enable 'Defer' in the dbt Cloud IDE, toggle the **Defer to production** butto For example, if you were to start developing on a new branch with [nothing in your development schema](/reference/node-selection/defer#usage), edit a single model, and run `dbt build -s state:modified` — only the edited model would run. 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