From 790f13abe7feadb2249e665f2c10344d7f07373a Mon Sep 17 00:00:00 2001 From: Ly Nguyen Date: Mon, 4 Dec 2023 15:33:56 -0800 Subject: [PATCH 1/3] Explorer updates --- .../docs/docs/collaborate/explore-projects.md | 2 +- .../docs/collaborate/model-performance.md | 41 +++++++++++++++ .../collaborate/project-recommendations.md | 47 ++++++++++++++++++ website/sidebars.js | 2 + .../dbt-explorer/ex-2-week-default.png | Bin 0 -> 60937 bytes .../example-model-performance-tab.png | Bin 0 -> 184001 bytes .../example-performance-overview-page.png | Bin 0 -> 210939 bytes .../example-recommendations-overview.png | Bin 0 -> 502964 bytes .../example-recommendations-tab.png | Bin 0 -> 189705 bytes 9 files changed, 91 insertions(+), 1 deletion(-) create mode 100644 website/docs/docs/collaborate/model-performance.md create mode 100644 website/docs/docs/collaborate/project-recommendations.md create mode 100644 website/static/img/docs/collaborate/dbt-explorer/ex-2-week-default.png create mode 100644 website/static/img/docs/collaborate/dbt-explorer/example-model-performance-tab.png create mode 100644 website/static/img/docs/collaborate/dbt-explorer/example-performance-overview-page.png create mode 100644 website/static/img/docs/collaborate/dbt-explorer/example-recommendations-overview.png create mode 100644 website/static/img/docs/collaborate/dbt-explorer/example-recommendations-tab.png diff --git a/website/docs/docs/collaborate/explore-projects.md b/website/docs/docs/collaborate/explore-projects.md index 05326016fab..7cddc87cb0b 100644 --- a/website/docs/docs/collaborate/explore-projects.md +++ b/website/docs/docs/collaborate/explore-projects.md @@ -2,7 +2,7 @@ title: "Explore your dbt projects" sidebar_label: "Explore dbt projects" description: "Learn about dbt Explorer and how to interact with it to understand, improve, and leverage your data pipelines." -pagination_next: "docs/collaborate/explore-multiple-projects" +pagination_next: "docs/collaborate/model-performance" pagination_prev: null --- diff --git a/website/docs/docs/collaborate/model-performance.md b/website/docs/docs/collaborate/model-performance.md new file mode 100644 index 00000000000..1b6f4f4e92e --- /dev/null +++ b/website/docs/docs/collaborate/model-performance.md @@ -0,0 +1,41 @@ +--- +title: "Model performance" +sidebar_label: "Model performance" +description: "Learn about ." +--- + +dbt Explorer provides metadata on dbt Cloud runs for in-depth model performance and quality analysis. This feature assists in reducing infrastructure costs and saving time for data teams by highlighting where to fine-tune projects and deployments — such as model refactoring or job configuration adjustments. + + + +:::tip Public preview + +The model performance feature is now available in dbt Explorer! Check it out! +::: + +## The Performance overview page + +The Performance overview page presents a comprehensive analysis across all project models, helping to pinpoint areas for performance enhancement. It displays the longest-running models, those most frequently executed, and the ones with the highest failure rates during runs/tests. Data can be segmented by environment and job type which can offer insights into: + +- Most executed models (total count). +- Models with the longest execution time (average duration). +- Models with the most failures, detailing run failures (percentage and count) and test failures (percentage and count). + +Each data point links to individual models in Explorer. + + + +You can view historical metadata for up to the past three months. Select the time horizon using the filter, which defaults to a two-week lookback. + + + +## The Model performance tab + +The Model performance tab allows for historical performance analysis, showing trends in execution times, counts, and failures. Daily execution data includes: + +- Average model execution time. +- Model execution counts, including failures/errors (total sum). + +Clicking on a data point reveals a table listing all job runs for that day, with each row providing a direct link to the details of a specific run. + + \ No newline at end of file diff --git a/website/docs/docs/collaborate/project-recommendations.md b/website/docs/docs/collaborate/project-recommendations.md new file mode 100644 index 00000000000..368237de9c0 --- /dev/null +++ b/website/docs/docs/collaborate/project-recommendations.md @@ -0,0 +1,47 @@ +--- +title: "Project recommendations" +sidebar_label: "Project recommendations" +description: "dbt Explorer provides recommendations that you can take to improve the quality of your dbt project." +--- + +:::tip Public preview + +The project recommendations feature is now available in dbt Explorer! Check it out! + +::: + +dbt Explorer provides recommendations about your project from the `dbt_project_evaluator` [package](https://hub.getdbt.com/dbt-labs/dbt_project_evaluator/latest/) using metadata from the Discovery API. + +Explorer also offers a global view, showing all the recommendations across the project for easy sorting and summarizing. This overview page includes two top-level metrics measuring the test and documentation coverage of the models in your project. + +- **Model test coverage** — The percent of models in your project (models not from a package or imported via dbt Mesh) with at least one dbt test configured on them. +- **Model documentation coverage** — The percent of models in your project (models not from a package or imported via dbt Mesh) with a description. + +These recommendations provide insight into how you can build a more well documented, well tested, and well built project, leading to less confusion and more trust. + + + +The current list of rules are: + +| Category | Name | Description | Package Docs Link | +| --- | --- | --- | --- | +| Modeling | Direct Join to Source | Model that joins both a model and source, indicating a missing staging model | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#direct-join-to-source) | +| Modeling | Duplicate Sources | More than one source node corresponds to the same data warehouse relation | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#duplicate-sources) | +| Modeling | Multiple Sources Joined | Models with more than one source parent, indicating lack of staging models | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#multiple-sources-joined) | +| Modeling | Root Model | Models with no parents, indicating potential hardcoded references and need for sources | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#root-models) | +| Modeling | Source Fanout | Sources with more than one model child, indicating a need for staging models | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#source-fanout) | +| Modeling | Unused Source | Sources that are not referenced by any resource | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/modeling/#unused-sources) | +| Performance | Exposure Dependent on View | Exposures with at least one model parent materialized as a view, indicating potential query performance issues | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/performance/#exposure-parents-materializations) | +| Testing | Missing Primary Key Test | Models with insufficient testing on the grain of the model. | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/testing/#missing-primary-key-tests) | +| Documentation | Undocumented Models | Models without a model-level description | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/documentation/#undocumented-models) | +| Documentation | Undocumented Source | Sources (collections of source tables) without descriptions | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/documentation/#undocumented-sources) | +| Documentation | Undocumented Source Tables | Source tables without descriptions | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/documentation/#undocumented-source-tables) | +| Governance | Public Model Missing Contract | Models with public access that do not have a model contract to ensure the data types | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/governance/#public-models-without-contracts) | + + +Models, sources and exposures each also have a Recommendations tab on their resource details page, with the specific recommendations that correspond to that resource: + + + + + diff --git a/website/sidebars.js b/website/sidebars.js index 4653b028ef9..598fffc7f0d 100644 --- a/website/sidebars.js +++ b/website/sidebars.js @@ -424,6 +424,8 @@ const sidebarSettings = { link: { type: "doc", id: "docs/collaborate/explore-projects" }, items: [ "docs/collaborate/explore-projects", + "docs/collaborate/model-performance", + "docs/collaborate/project-recommendations", "docs/collaborate/explore-multiple-projects", ], }, diff --git 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z=X0!F?Q*?5t!llIEWK9I$M{pdz`|NBXEeL_MP#}~w49``-}v8^&iXa@mV0owR+i{Y zr*~P;3*8c4qTl6VBBleKl-!T^k=i2@8Kz#>4Q~8#)BPU-qd&hCN2m$63(VF^`^2Kg z!m-y<6f3UCB9-FtG=_~=+x$61pFMcQMD@?V_ZR;&&ImW%5b(=;WbwS<(?-%zW4v6!G9)UXF30j)ns*@$MHVFqB-rj^}Q5mSTo=W#dqfl&1C zrtnYyj~(3bsT597Cfym*w^tf`Mqtc#@qnS>%_O`Y=?;{-ADNk3t`Aq$+jhM_qGN zG)z32$8WEp{OcbAFx`Zw4eY8BN~7(-q^bC{dvS07Xvghhejc%tE3(TiU>kCb^`>@O zF{b~roq|3o+4g91M?El^UzG4KKK8elsvGvE(3VA)hq}8@oS(FuO|I>@Tt2Noqp0MS zI%ki$RQ$KY`k#-ELc2*PXI&Zn?}q#PkRTAn Date: Tue, 5 Dec 2023 08:03:42 -0800 Subject: [PATCH 2/3] Update website/docs/docs/collaborate/model-performance.md Co-authored-by: Leona B. Campbell <3880403+runleonarun@users.noreply.github.com> --- website/docs/docs/collaborate/model-performance.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/collaborate/model-performance.md b/website/docs/docs/collaborate/model-performance.md index 1b6f4f4e92e..fbbabdff3fc 100644 --- a/website/docs/docs/collaborate/model-performance.md +++ b/website/docs/docs/collaborate/model-performance.md @@ -15,7 +15,7 @@ The model performance feature is now available in dbt Explorer! Check it out! ## The Performance overview page -The Performance overview page presents a comprehensive analysis across all project models, helping to pinpoint areas for performance enhancement. It displays the longest-running models, those most frequently executed, and the ones with the highest failure rates during runs/tests. Data can be segmented by environment and job type which can offer insights into: +You can pinpoint areas for performance enhancement by using the Performance overview page. This page presents a comprehensive analysis across all project models and displays the longest-running models, those most frequently executed, and the ones with the highest failure rates during runs/tests. Data can be segmented by environment and job type which can offer insights into: - Most executed models (total count). - Models with the longest execution time (average duration). From 9a034927f2647cd6c7d95511540a4b0e0eefee72 Mon Sep 17 00:00:00 2001 From: Ly Nguyen Date: Tue, 5 Dec 2023 09:55:04 -0800 Subject: [PATCH 3/3] Feedback --- website/docs/docs/collaborate/model-performance.md | 2 +- .../docs/collaborate/project-recommendations.md | 13 ++++++++----- 2 files changed, 9 insertions(+), 6 deletions(-) diff --git a/website/docs/docs/collaborate/model-performance.md b/website/docs/docs/collaborate/model-performance.md index fbbabdff3fc..950703359c1 100644 --- a/website/docs/docs/collaborate/model-performance.md +++ b/website/docs/docs/collaborate/model-performance.md @@ -31,7 +31,7 @@ You can view historical metadata for up to the past three months. Select the tim ## The Model performance tab -The Model performance tab allows for historical performance analysis, showing trends in execution times, counts, and failures. Daily execution data includes: +You can view trends in execution times, counts, and failures by using the Model performance tab for historical performance analysis. Daily execution data includes: - Average model execution time. - Model execution counts, including failures/errors (total sum). diff --git a/website/docs/docs/collaborate/project-recommendations.md b/website/docs/docs/collaborate/project-recommendations.md index 368237de9c0..2874c646e60 100644 --- a/website/docs/docs/collaborate/project-recommendations.md +++ b/website/docs/docs/collaborate/project-recommendations.md @@ -12,16 +12,18 @@ The project recommendations feature is now available in dbt Explorer! Check it o dbt Explorer provides recommendations about your project from the `dbt_project_evaluator` [package](https://hub.getdbt.com/dbt-labs/dbt_project_evaluator/latest/) using metadata from the Discovery API. -Explorer also offers a global view, showing all the recommendations across the project for easy sorting and summarizing. This overview page includes two top-level metrics measuring the test and documentation coverage of the models in your project. +Explorer also offers a global view, showing all the recommendations across the project for easy sorting and summarizing. + +These recommendations provide insight into how you can build a more well documented, well tested, and well built project, leading to less confusion and more trust. + +The Recommendations overview page includes two top-level metrics measuring the test and documentation coverage of the models in your project. - **Model test coverage** — The percent of models in your project (models not from a package or imported via dbt Mesh) with at least one dbt test configured on them. - **Model documentation coverage** — The percent of models in your project (models not from a package or imported via dbt Mesh) with a description. -These recommendations provide insight into how you can build a more well documented, well tested, and well built project, leading to less confusion and more trust. - -The current list of rules are: +## List of rules | Category | Name | Description | Package Docs Link | | --- | --- | --- | --- | @@ -39,8 +41,9 @@ The current list of rules are: | Governance | Public Model Missing Contract | Models with public access that do not have a model contract to ensure the data types | [GitHub](https://dbt-labs.github.io/dbt-project-evaluator/0.8/rules/governance/#public-models-without-contracts) | -Models, sources and exposures each also have a Recommendations tab on their resource details page, with the specific recommendations that correspond to that resource: +## The Recommendations tab +Models, sources and exposures each also have a Recommendations tab on their resource details page, with the specific recommendations that correspond to that resource:

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