From 019f6459eb9abc3bbefb7ef8005de4fd7451ff3d Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Tue, 12 Mar 2024 19:00:25 -0700 Subject: [PATCH 01/10] revising and condensing definitions --- .../node-selection/test-selection-examples.md | 91 +++++++++---------- 1 file changed, 44 insertions(+), 47 deletions(-) diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index feb3898c230..95bd64e1d1d 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -62,30 +62,31 @@ The "buildable" and "cautious" modes can be useful in environments when you're o -These are the modes to configure the behavior when performing indirect selection (with `eager` as the default): +These are the modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. -1. `eager` (default) - include ANY test that references the selected nodes -1. `cautious` - restrict to tests that ONLY refer to selected nodes -1. `buildable` - restrict to tests that ONLY refer to selected nodes (or their ancestors) -1. `empty` - restrict to tests that are only for the selected node and ignore all tests from the attached nodes - -Note that test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. +The `buildable`, `cautious`, and `empty` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). -The "buildable", "cautious", and "empty" modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in "eager" mode caused by unbuilt resources. (Another way to achieve this is with [deferral](/reference/node-selection/defer)). +* `eager` indirect selection (default): + By default, runs tests if any of their parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error, helping to identify potential issues. +* `cautious` indirect selection: + Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parents nodes are unselected and, consequently, unbuilt. +* `buildable` indirect selection: + Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than "cautious" by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model **and** a direct ancestor of that model, like confirming an aggregation has the same totals as its input. +* `empty` indirect selection: + Restrict to tests that are only for the selected node and ignore all tests from the attached nodes + - + -By default, a test will run when ANY parent is selected; we call this "eager" indirect selection. In this example, that would include any test that references orders, even if it references other models as well. - -In this mode, any test that depends on unbuilt resources will raise an error. - +For example, during the build process, any model that depends on the selected "orders" model or its dependent models will be built. Tests that refer to the selected "order" model or its dependent models will be executed during the testing process: + ```shell dbt test --select "orders" dbt build --select "orders" @@ -95,16 +96,36 @@ dbt build --select "orders" -It is possible to prevent tests from running if one or more of its parents is unselected (and therefore unbuilt); we call this "cautious" indirect selection. +For example, only the "orders" model (or node) and its dependent models will be selected for testing or building: -It will only include tests whose references are each within the selected nodes. +```shell +dbt test --select "orders" --indirect-selection=cautious +dbt build --select "orders" --indirect-selection=cautious + +``` + + + + + +For example, dbt runs tests that reference "orders" within the selected nodes (or their ancestors). -Put another way, it will prevent tests from running if one or more of its parents is unselected. ```shell +dbt test --select "orders" --indirect-selection=buildable +dbt build --select "orders" --indirect-selection=buildable +``` -dbt test --select "orders" --indirect-selection=cautious -dbt build --select "orders" --indirect-selection=cautious + + + + +This mode will only include tests whose references are each within the selected nodes and will ignore all tests from attached nodes. + +```shell + +dbt test --select "orders" --indirect-selection=empty +dbt build --select "orders" --indirect-selection=empty ``` @@ -114,6 +135,8 @@ dbt build --select "orders" --indirect-selection=cautious + + @@ -167,7 +190,8 @@ dbt build --select "orders" --indirect-selection=buildable - + + @@ -192,6 +216,7 @@ It will only include tests whose references are each within the selected nodes. Put another way, it will prevent tests from running if one or more of its parents is unselected. ```shell + dbt test --select "orders" --indirect-selection=cautious dbt build --select "orders" --indirect-selection=cautious @@ -199,34 +224,6 @@ dbt build --select "orders" --indirect-selection=cautious - - -This mode is similarly conservative like "cautious", but is slightly more inclusive. - -It will only include tests whose references are each within the selected nodes (or their ancestors). - -This is useful in the same scenarios as "cautious", but also includes when a test depends on a model **and** a direct ancestor of that model (like confirming an aggregation has the same totals as its input). - -```shell -dbt test --select "orders" --indirect-selection=buildable -dbt build --select "orders" --indirect-selection=buildable -``` - - - - - -This mode will only include tests whose references are each within the selected nodes and will ignore all tests from attached nodes. - -```shell - -dbt test --select "orders" --indirect-selection=empty -dbt build --select "orders" --indirect-selection=empty - -``` - - - From ac68bce0f7ec4f247fc611fe6e1b465871d23eee Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Thu, 14 Mar 2024 12:00:59 -0700 Subject: [PATCH 02/10] adding order to the definitions --- .../node-selection/test-selection-examples.md | 20 +++++++++++++------ website/package-lock.json | 16 +++++++++------ 2 files changed, 24 insertions(+), 12 deletions(-) diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index 95bd64e1d1d..cdf7ff0a586 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -62,23 +62,31 @@ The "buildable" and "cautious" modes can be useful in environments when you're o -These are the modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. +You can use the following modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. The `buildable`, `cautious`, and `empty` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). -* `eager` indirect selection (default): +#### Eager mode (default) + By default, runs tests if any of their parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error, helping to identify potential issues. -* `cautious` indirect selection: + +#### Cautious mode + Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parents nodes are unselected and, consequently, unbuilt. -* `buildable` indirect selection: + +#### Buildable mode + Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than "cautious" by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model **and** a direct ancestor of that model, like confirming an aggregation has the same totals as its input. -* `empty` indirect selection: + +#### Empty mode + Restrict to tests that are only for the selected node and ignore all tests from the attached nodes +### Indirect selection examples @@ -230,7 +238,7 @@ dbt build --select "orders" --indirect-selection=cautious -### Syntax examples +### Test selection syntax examples Setting `indirect_selection` can also be specified in a [yaml selector](/reference/node-selection/yaml-selectors#indirect-selection). diff --git a/website/package-lock.json b/website/package-lock.json index 864954c3e8d..c04a74dcbf8 100644 --- a/website/package-lock.json +++ b/website/package-lock.json @@ -8767,9 +8767,9 @@ } }, "node_modules/caniuse-lite": { - "version": "1.0.30001470", - "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001470.tgz", - "integrity": "sha512-065uNwY6QtHCBOExzbV6m236DDhYCCtPmQUCoQtwkVqzud8v5QPidoMr6CoMkC2nfp6nksjttqWQRRh75LqUmA==", + "version": "1.0.30001597", + "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001597.tgz", + "integrity": "sha512-7LjJvmQU6Sj7bL0j5b5WY/3n7utXUJvAe1lxhsHDbLmwX9mdL86Yjtr+5SRCyf8qME4M7pU2hswj0FpyBVCv9w==", "funding": [ { "type": "opencollective", @@ -8778,6 +8778,10 @@ { "type": "tidelift", "url": "https://tidelift.com/funding/github/npm/caniuse-lite" + }, + { + "type": "github", + "url": "https://github.com/sponsors/ai" } ] }, @@ -32104,9 +32108,9 @@ } }, "caniuse-lite": { - "version": "1.0.30001470", - "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001470.tgz", - "integrity": "sha512-065uNwY6QtHCBOExzbV6m236DDhYCCtPmQUCoQtwkVqzud8v5QPidoMr6CoMkC2nfp6nksjttqWQRRh75LqUmA==" + "version": "1.0.30001597", + "resolved": "https://registry.npmjs.org/caniuse-lite/-/caniuse-lite-1.0.30001597.tgz", + "integrity": "sha512-7LjJvmQU6Sj7bL0j5b5WY/3n7utXUJvAe1lxhsHDbLmwX9mdL86Yjtr+5SRCyf8qME4M7pU2hswj0FpyBVCv9w==" }, "canvas-confetti": { "version": "1.9.2", From a9ad281428554a9031a685ee32fd0598d02c541a Mon Sep 17 00:00:00 2001 From: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> Date: Thu, 14 Mar 2024 16:04:45 -0400 Subject: [PATCH 03/10] Adding visuals --- .../node-selection/test-selection-examples.md | 16 ++++++++++++++++ .../reference/indirect-selection-buildable.png | Bin 0 -> 109848 bytes .../reference/indirect-selection-cautious.png | Bin 0 -> 105165 bytes .../reference/indirect-selection-dbt-run.png | Bin 0 -> 100531 bytes .../reference/indirect-selection-eager.png | Bin 0 -> 109257 bytes .../reference/indirect-selection-empty.png | Bin 0 -> 101185 bytes 6 files changed, 16 insertions(+) create mode 100644 website/static/img/docs/reference/indirect-selection-buildable.png create mode 100644 website/static/img/docs/reference/indirect-selection-cautious.png create mode 100644 website/static/img/docs/reference/indirect-selection-dbt-run.png create mode 100644 website/static/img/docs/reference/indirect-selection-eager.png create mode 100644 website/static/img/docs/reference/indirect-selection-empty.png diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index cdf7ff0a586..1a21c886ed5 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -82,6 +82,22 @@ The `buildable`, `cautious`, and `empty` modes can be useful in environments whe Restrict to tests that are only for the selected node and ignore all tests from the attached nodes +To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. 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zUoH6+_nQ>;mjMAW4F4an+s{x5f7J8?*wXf&tospsKEOWKSMLwKe1G!S-XA+puiY0Y z!TI8c?Z2!0cQ@`heZs=Lv54i>`(r;Mzbn7Cd#Wc2X@P*!rNe{&!0PXx5Qy2}(Cu(1 zqKEtC56fCb+4o1q-d~M=v-yo%ii&?yH}|7o#}aBk8%)yqSox>>{_FFvKm7%U5pZPv zm2~gr`%^#u2Ho*{^83Rt<&VC6f4Zp5r(XZs{i$Ee6aU&uzCT_Eai$_SFmeNr`~IGA z`F{W9{nzjJ{+i(Y&pQBk*dMSG4+RcUTse^q&f6gOfbt92VNk||7~r}Z%au%^E)s?$ zD9D0 Date: Thu, 14 Mar 2024 16:06:47 -0400 Subject: [PATCH 04/10] Update website/docs/reference/node-selection/test-selection-examples.md --- .../docs/reference/node-selection/test-selection-examples.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index 1a21c886ed5..15c07502a03 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -82,7 +82,7 @@ The `buildable`, `cautious`, and `empty` modes can be useful in environments whe Restrict to tests that are only for the selected node and ignore all tests from the attached nodes -To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. Here's what it will look like when you execute `dbt run` and then the various indirect selction modes: +To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. Here's what it will look like when you execute `dbt run` vs. `dbt build` with the various indirect selection modes: From aba8cefe03092191529e3c9cb390f8a888578e30 Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Fri, 15 Mar 2024 13:11:13 -0700 Subject: [PATCH 05/10] moving def to snippet --- .../global-configs/indirect-selection.md | 4 +++ .../node-selection/test-selection-examples.md | 33 +++++-------------- .../_indirect-selection-definitions.md | 23 +++++++++++++ 3 files changed, 35 insertions(+), 25 deletions(-) create mode 100644 website/snippets/_indirect-selection-definitions.md diff --git a/website/docs/reference/global-configs/indirect-selection.md b/website/docs/reference/global-configs/indirect-selection.md index e543ee1a690..637eff63172 100644 --- a/website/docs/reference/global-configs/indirect-selection.md +++ b/website/docs/reference/global-configs/indirect-selection.md @@ -4,6 +4,8 @@ id: "indirect-selection" sidebar: "Indirect selection" --- +import IndirSelect from '/snippets/_indirect-selection-definitions.md'; + Use the `--indirect_selection` flag to `dbt test` or `dbt build` to configure which tests to run for the nodes you specify. You can set this as a CLI flag or an environment variable. In dbt Core, you can also configure user configurations in [YAML selectors](/reference/node-selection/yaml-selectors) or in the `flags:` block of `dbt_project.yml`, which sets project-level flags. When all flags are set, the order of precedence is as follows. Refer to [About global configs](/reference/global-configs/about-global-configs) for more details: @@ -14,6 +16,8 @@ When all flags are set, the order of precedence is as follows. Refer to [About g You can set the flag to: `empty`, `buildable`, `cautious`, or `eager` (default). By default, dbt indirectly selects all tests if they touch any resource you select. Learn more about these options in [Indirect selection in Test selection examples](/reference/node-selection/test-selection-examples?indirect-selection-mode=empty#indirect-selection). + + For example, you can run tests that only refer to selected nodes using a CLI configuration: diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index 15c07502a03..18cab8d24ce 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -2,6 +2,8 @@ title: "Test selection examples" --- +import IndirSelect from '/snippets/_indirect-selection-definitions.md'; + Test selection works a little differently from other resource selection. This makes it very easy to: * run tests on a particular model * run tests on all models in a subdirectory @@ -60,27 +62,16 @@ The "buildable" and "cautious" modes can be useful in environments when you're o - - -You can use the following modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. - -The `buildable`, `cautious`, and `empty` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). - -#### Eager mode (default) - By default, runs tests if any of their parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error, helping to identify potential issues. + -#### Cautious mode - Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parents nodes are unselected and, consequently, unbuilt. - -#### Buildable mode - - Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than "cautious" by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model **and** a direct ancestor of that model, like confirming an aggregation has the same totals as its input. + + -#### Empty mode +### Indirect selection examples - Restrict to tests that are only for the selected node and ignore all tests from the attached nodes + To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. Here's what it will look like when you execute `dbt run` vs. `dbt build` with the various indirect selection modes: @@ -98,14 +89,6 @@ To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` - - - - -### Indirect selection examples - - - @@ -144,7 +127,7 @@ dbt build --select "orders" --indirect-selection=buildable -This mode will only include tests whose references are each within the selected nodes and will ignore all tests from attached nodes. +This mode not execute any tests, whether they are directly attached to the selected node or not ```shell diff --git a/website/snippets/_indirect-selection-definitions.md b/website/snippets/_indirect-selection-definitions.md new file mode 100644 index 00000000000..a7f9e3fadb8 --- /dev/null +++ b/website/snippets/_indirect-selection-definitions.md @@ -0,0 +1,23 @@ + + +You can use the following modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. + +The `buildable`, `cautious`, and `empty` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). + +#### Eager mode (default) + +By default, runs tests if any of their parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error, helping to identify potential issues. + +#### Cautious mode + +Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parents nodes are unselected and, consequently, unbuilt. + +#### Buildable mode + +Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than "cautious" by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model **and** a direct ancestor of that model, like confirming an aggregation has the same totals as its input. + +#### Empty mode + +Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It does not execute any tests, whether they are directly attached to the selected node or not. The empty mode is typically used for interactive compilation without running any tests. + + From 887f843a84f48aa0e77985ac715ea60de348d09a Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Fri, 15 Mar 2024 13:14:56 -0700 Subject: [PATCH 06/10] refining empty --- website/snippets/_indirect-selection-definitions.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/snippets/_indirect-selection-definitions.md b/website/snippets/_indirect-selection-definitions.md index a7f9e3fadb8..9aa94bb3ce6 100644 --- a/website/snippets/_indirect-selection-definitions.md +++ b/website/snippets/_indirect-selection-definitions.md @@ -2,7 +2,7 @@ You can use the following modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. -The `buildable`, `cautious`, and `empty` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). +The `buildable` and `cautious` can be useful in environments when you're only building a subset of your DAG, and you want to avoid the test failures you'd see in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). #### Eager mode (default) From 1f7b7e2815883afbc2f638c48175a7acd5d84770 Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Fri, 15 Mar 2024 14:43:49 -0700 Subject: [PATCH 07/10] Apply suggestions from code review Co-authored-by: Ly Nguyen <107218380+nghi-ly@users.noreply.github.com> --- .../node-selection/test-selection-examples.md | 2 +- .../snippets/_indirect-selection-definitions.md | 14 +++++++------- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index 18cab8d24ce..c58bcab31dc 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -73,7 +73,7 @@ The "buildable" and "cautious" modes can be useful in environments when you're o -To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. Here's what it will look like when you execute `dbt run` vs. `dbt build` with the various indirect selection modes: +To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. The following illustrates which tests will be run when you execute `dbt run` versus `dbt build` with the various indirect selection modes: diff --git a/website/snippets/_indirect-selection-definitions.md b/website/snippets/_indirect-selection-definitions.md index 9aa94bb3ce6..6630d9d3969 100644 --- a/website/snippets/_indirect-selection-definitions.md +++ b/website/snippets/_indirect-selection-definitions.md @@ -1,23 +1,23 @@ -You can use the following modes to configure the behavior when performing indirect selection (with `eager` as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. +You can use the following modes to configure the behavior when performing indirect selection (with `eager` mode as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. -The `buildable` and `cautious` can be useful in environments when you're only building a subset of your DAG, and you want to avoid the test failures you'd see in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). +The `buildable` and `cautious` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid the test failures you'd see with `eager` that are caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). -#### Eager mode (default) +#### Eager mode -By default, runs tests if any of their parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error, helping to identify potential issues. +By default, runs tests if any of the parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error to help you identify potential issues. #### Cautious mode -Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parents nodes are unselected and, consequently, unbuilt. +Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parent nodes are unselected and, consequently, unbuilt. #### Buildable mode -Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than "cautious" by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model **and** a direct ancestor of that model, like confirming an aggregation has the same totals as its input. +Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than `cautious` by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model _and_ a direct ancestor of that model, like confirming an aggregation has the same totals as its input. #### Empty mode -Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It does not execute any tests, whether they are directly attached to the selected node or not. The empty mode is typically used for interactive compilation without running any tests. +Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It doesn't execute any tests, whether they are directly attached to the selected node or not. The empty mode is typically used for interactive compilation without running any tests. From ca1bcbbe314fd97fa1f87446f4f81f0bdb355bff Mon Sep 17 00:00:00 2001 From: "Leona B. Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Fri, 15 Mar 2024 17:32:01 -0700 Subject: [PATCH 08/10] Apply suggestions from code review Co-authored-by: Doug Beatty <44704949+dbeatty10@users.noreply.github.com> --- .../node-selection/test-selection-examples.md | 10 +++++----- website/snippets/_indirect-selection-definitions.md | 6 +++--- 2 files changed, 8 insertions(+), 8 deletions(-) diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index c58bcab31dc..4d3f2e1c72c 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -73,7 +73,7 @@ The "buildable" and "cautious" modes can be useful in environments when you're o -To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. The following illustrates which tests will be run when you execute `dbt run` versus `dbt build` with the various indirect selection modes: +To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` and associated data tests. The following illustrates which tests will be run when you execute `dbt build` with the various indirect selection modes: @@ -92,7 +92,7 @@ To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` -For example, during the build process, any model that depends on the selected "orders" model or its dependent models will be built. Tests that refer to the selected "order" model or its dependent models will be executed during the testing process: +In this example, during the build process, any test that depends on the selected "orders" model or its dependent models will be executed, even if it depends other models as well. ```shell dbt test --select "orders" @@ -103,7 +103,7 @@ dbt build --select "orders" -For example, only the "orders" model (or node) and its dependent models will be selected for testing or building: +In this example, only tests that depend _exclusively_ on the "orders" model will be executed: ```shell dbt test --select "orders" --indirect-selection=cautious @@ -115,7 +115,7 @@ dbt build --select "orders" --indirect-selection=cautious -For example, dbt runs tests that reference "orders" within the selected nodes (or their ancestors). +In this example, dbt executes tests that reference "orders" within the selected nodes (or their ancestors). ```shell @@ -127,7 +127,7 @@ dbt build --select "orders" --indirect-selection=buildable -This mode not execute any tests, whether they are directly attached to the selected node or not +This mode does not execute any tests, whether they are directly attached to the selected node or not. ```shell diff --git a/website/snippets/_indirect-selection-definitions.md b/website/snippets/_indirect-selection-definitions.md index 6630d9d3969..32664373637 100644 --- a/website/snippets/_indirect-selection-definitions.md +++ b/website/snippets/_indirect-selection-definitions.md @@ -6,7 +6,7 @@ The `buildable` and `cautious` modes can be useful in environments when you're o #### Eager mode -By default, runs tests if any of the parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error to help you identify potential issues. +By default, runs tests if any of the parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error. #### Cautious mode @@ -14,10 +14,10 @@ Ensures that tests are executed and models are built only when all necessary dep #### Buildable mode -Only runs tests that refer to selected nodes (or their ancestors). Only builds models that rely on the selected nodes (or their ancestors). This mode is slightly more inclusive than `cautious` by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model _and_ a direct ancestor of that model, like confirming an aggregation has the same totals as its input. +Only runs tests that refer to selected nodes (or their ancestors). This mode is slightly more inclusive than `cautious` by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model _and_ a direct ancestor of that model, like confirming an aggregation has the same totals as its input. #### Empty mode -Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It doesn't execute any tests, whether they are directly attached to the selected node or not. The empty mode is typically used for interactive compilation without running any tests. +Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It doesn't execute any tests, whether they are directly attached to the selected node or not. The empty mode does not include any tests and is automatically used for [interactive compilation](/reference/commands/compile#interactive-compile). From b8c902193b19f6a772aa455045e1e57b45da1a97 Mon Sep 17 00:00:00 2001 From: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> Date: Mon, 18 Mar 2024 10:24:36 -0400 Subject: [PATCH 09/10] dbt build not run --- .../node-selection/test-selection-examples.md | 2 +- .../reference/indirect-selection-dbt-build.png | Bin 0 -> 120421 bytes .../reference/indirect-selection-dbt-run.png | Bin 100531 -> 0 bytes 3 files changed, 1 insertion(+), 1 deletion(-) create mode 100644 website/static/img/docs/reference/indirect-selection-dbt-build.png delete mode 100644 website/static/img/docs/reference/indirect-selection-dbt-run.png diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index 1a21c886ed5..5082b7b7988 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -86,7 +86,7 @@ To visualize these 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Campbell" <3880403+runleonarun@users.noreply.github.com> Date: Mon, 18 Mar 2024 17:57:34 -0700 Subject: [PATCH 10/10] tech review feedback --- .../global-configs/indirect-selection.md | 9 ++++-- .../node-selection/test-selection-examples.md | 30 +++++++++++-------- .../_indirect-selection-definitions.md | 17 ++++++----- 3 files changed, 32 insertions(+), 24 deletions(-) diff --git a/website/docs/reference/global-configs/indirect-selection.md b/website/docs/reference/global-configs/indirect-selection.md index 637eff63172..5c3c234b621 100644 --- a/website/docs/reference/global-configs/indirect-selection.md +++ b/website/docs/reference/global-configs/indirect-selection.md @@ -14,10 +14,15 @@ When all flags are set, the order of precedence is as follows. Refer to [About g 1. Environment variables 1. User configurations -You can set the flag to: `empty`, `buildable`, `cautious`, or `eager` (default). By default, dbt indirectly selects all tests if they touch any resource you select. Learn more about these options in [Indirect selection in Test selection examples](/reference/node-selection/test-selection-examples?indirect-selection-mode=empty#indirect-selection). +You can set the flag to: `empty`, `buildable`, `cautious`, or `eager` (default). By default, dbt indirectly selects all tests if they touch any resource you select. Learn more about these options in [Indirect selection in Test selection examples](/reference/node-selection/test-selection-examples?indirect-selection-mode=eager#indirect-selection). + + + + + For example, you can run tests that only refer to selected nodes using a CLI configuration: @@ -53,5 +58,3 @@ flags: ``` - - diff --git a/website/docs/reference/node-selection/test-selection-examples.md b/website/docs/reference/node-selection/test-selection-examples.md index e103697b8c6..4d1936863e9 100644 --- a/website/docs/reference/node-selection/test-selection-examples.md +++ b/website/docs/reference/node-selection/test-selection-examples.md @@ -58,13 +58,17 @@ There are three modes to configure the behavior when performing indirect selecti Note that test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. -The "buildable" and "cautious" modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid test failures in "eager" mode caused by unbuilt resources. (Another way to achieve this is with [deferral](/reference/node-selection/defer)). +:::tip Building subsets of a DAG +The `buildable` and `cautious` modes can be useful when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). +::: + + @@ -81,10 +85,10 @@ To visualize these methods, suppose you have `model_a`, `model_b`, and `model_c` - - + + @@ -101,26 +105,26 @@ dbt build --select "orders" - + -In this example, only tests that depend _exclusively_ on the "orders" model will be executed: +In this example, dbt executes tests that reference "orders" within the selected nodes (or their ancestors). -```shell -dbt test --select "orders" --indirect-selection=cautious -dbt build --select "orders" --indirect-selection=cautious +```shell +dbt test --select "orders" --indirect-selection=buildable +dbt build --select "orders" --indirect-selection=buildable ``` - - -In this example, dbt executes tests that reference "orders" within the selected nodes (or their ancestors). + +In this example, only tests that depend _exclusively_ on the "orders" model will be executed: ```shell -dbt test --select "orders" --indirect-selection=buildable -dbt build --select "orders" --indirect-selection=buildable +dbt test --select "orders" --indirect-selection=cautious +dbt build --select "orders" --indirect-selection=cautious + ``` diff --git a/website/snippets/_indirect-selection-definitions.md b/website/snippets/_indirect-selection-definitions.md index 32664373637..92cc57129e9 100644 --- a/website/snippets/_indirect-selection-definitions.md +++ b/website/snippets/_indirect-selection-definitions.md @@ -1,23 +1,24 @@ - - You can use the following modes to configure the behavior when performing indirect selection (with `eager` mode as the default). Test exclusion is always greedy: if ANY parent is explicitly excluded, the test will be excluded as well. -The `buildable` and `cautious` modes can be useful in environments when you're only building a subset of your DAG, and you want to avoid the test failures you'd see with `eager` that are caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). +:::tip Building subsets of a DAG +The `buildable` and `cautious` modes can be useful when you're only building a subset of your DAG, and you want to avoid test failures in `eager` mode caused by unbuilt resources. You can also achieve this with [deferral](/reference/node-selection/defer). +::: -#### Eager mode -By default, runs tests if any of the parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error. -#### Cautious mode +#### Eager mode -Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parent nodes are unselected and, consequently, unbuilt. +By default, runs tests if any of the parent nodes are selected, regardless of whether all dependencies are met. This includes ANY tests that reference the selected nodes. Models will be built if they depend on the selected model. In this mode, any tests depending on unbuilt resources will raise an error. #### Buildable mode Only runs tests that refer to selected nodes (or their ancestors). This mode is slightly more inclusive than `cautious` by including tests whose references are each within the selected nodes (or their ancestors). This mode is useful when a test depends on a model _and_ a direct ancestor of that model, like confirming an aggregation has the same totals as its input. +#### Cautious mode + +Ensures that tests are executed and models are built only when all necessary dependencies of the selected models are met. Restricts tests to only those that exclusively reference selected nodes. Tests will only be executed if all the nodes they depend on are selected, which prevents tests from running if one or more of its parent nodes are unselected and, consequently, unbuilt. + #### Empty mode Restricts the build to only the selected node and ignores any indirect dependencies, including tests. It doesn't execute any tests, whether they are directly attached to the selected node or not. The empty mode does not include any tests and is automatically used for [interactive compilation](/reference/commands/compile#interactive-compile). -