From 1d354087d48fef2d815cb4d90f69542d34eb2eec Mon Sep 17 00:00:00 2001 From: Matt Shaver <60105315+matthewshaver@users.noreply.github.com> Date: Mon, 31 Jul 2023 14:16:47 -0400 Subject: [PATCH 01/22] Update core-versions-table.md --- website/snippets/core-versions-table.md | 1 - 1 file changed, 1 deletion(-) diff --git a/website/snippets/core-versions-table.md b/website/snippets/core-versions-table.md index fb2e2a5d60e..5832f9f14c3 100644 --- a/website/snippets/core-versions-table.md +++ b/website/snippets/core-versions-table.md @@ -17,7 +17,6 @@ _Future release dates are tentative and subject to change._ | dbt Core | Planned Release | Critical & dbt Cloud Support Until | |----------|-----------------|-------------------------------------| -| **v1.6** | _July 2023_ | _July 2024_ | | **v1.7** | _Oct 2023_ | _Oct 2024_ | | **v1.8** | _Jan 2024_ | _Jan 2025_ | | **v1.9** | _Apr 2024_ | _Apr 2025_ | From 4ed34f5b82e8879ef6ca785638afa094f85cdd6a Mon Sep 17 00:00:00 2001 From: sachinthakur96 Date: Fri, 10 Nov 2023 16:43:28 +0530 Subject: [PATCH 02/22] Adding version changes version 1.4.0 to 1.6.0 --- website/docs/docs/core/connect-data-platform/vertica-setup.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/core/connect-data-platform/vertica-setup.md b/website/docs/docs/core/connect-data-platform/vertica-setup.md index fbb8de6b301..45664a6442a 100644 --- a/website/docs/docs/core/connect-data-platform/vertica-setup.md +++ b/website/docs/docs/core/connect-data-platform/vertica-setup.md @@ -6,7 +6,7 @@ meta: authors: 'Vertica (Former authors: Matthew Carter, Andy Regan, Andrew Hedengren)' github_repo: 'vertica/dbt-vertica' pypi_package: 'dbt-vertica' - min_core_version: 'v1.4.0 and newer' + min_core_version: 'v1.6.0 and newer' cloud_support: 'Not Supported' min_supported_version: 'Vertica 12.0.0' slack_channel_name: 'n/a' From 0a3a31bf8053c351afb528d64ee093ff1a1b31e1 Mon Sep 17 00:00:00 2001 From: Anders Swanson Date: Fri, 10 Nov 2023 15:38:21 -0500 Subject: [PATCH 03/22] Glue is trusted --- website/snippets/_adapters-trusted.md | 5 +++++ website/static/img/icons/glue.svg | 28 +++++++++++++++++++++++++ website/static/img/icons/white/glue.svg | 28 +++++++++++++++++++++++++ 3 files changed, 61 insertions(+) create mode 100644 website/static/img/icons/glue.svg create mode 100644 website/static/img/icons/white/glue.svg diff --git a/website/snippets/_adapters-trusted.md b/website/snippets/_adapters-trusted.md index 7747ce16dec..f87e8dc509a 100644 --- a/website/snippets/_adapters-trusted.md +++ b/website/snippets/_adapters-trusted.md @@ -5,6 +5,11 @@ body="Install with dbt Core

" icon="athena"/> + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/website/static/img/icons/white/glue.svg b/website/static/img/icons/white/glue.svg new file mode 100644 index 00000000000..70150f9a54a --- /dev/null +++ b/website/static/img/icons/white/glue.svg @@ -0,0 +1,28 @@ + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file From d563fa491c2ff9188173035a98e4f1a34f499661 Mon Sep 17 00:00:00 2001 From: Thomas Lento Date: Tue, 14 Nov 2023 09:37:10 -0800 Subject: [PATCH 04/22] Remove create_metric parameter reference from 1.6 docs The create_metric parameter on measures defined in semantic models is listed in the 1.6 documentation, but support for it was not added until 1.7. --- website/docs/docs/build/semantic-models.md | 1 - 1 file changed, 1 deletion(-) diff --git a/website/docs/docs/build/semantic-models.md b/website/docs/docs/build/semantic-models.md index 9b74b5b4813..6f63ad2bf7c 100644 --- a/website/docs/docs/build/semantic-models.md +++ b/website/docs/docs/build/semantic-models.md @@ -178,7 +178,6 @@ For semantic models with a measure, you must have a [primary time group](/docs/b | `agg` | dbt supports the following aggregations: `sum`, `max`, `min`, `count_distinct`, and `sum_boolean`. | Required | | `expr` | You can either reference an existing column in the table or use a SQL expression to create or derive a new one. | Optional | | `non_additive_dimension` | Non-additive dimensions can be specified for measures that cannot be aggregated over certain dimensions, such as bank account balances, to avoid producing incorrect results. | Optional | -| `create_metric`* | You can create a metric directly from a measure with create_metric: True and specify its display name with create_metric_display_name. | Optional | _*Coming soon_ From 1c97b1eb4ca6b23672a96f4ca9c9bb9dbb8a1d90 Mon Sep 17 00:00:00 2001 From: mirnawong1 <89008547+mirnawong1@users.noreply.github.com> Date: Wed, 15 Nov 2023 10:40:12 +0000 Subject: [PATCH 05/22] Update semantic-models.md --- website/docs/docs/build/semantic-models.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/website/docs/docs/build/semantic-models.md b/website/docs/docs/build/semantic-models.md index 6f63ad2bf7c..19c61975b72 100644 --- a/website/docs/docs/build/semantic-models.md +++ b/website/docs/docs/build/semantic-models.md @@ -178,7 +178,7 @@ For semantic models with a measure, you must have a [primary time group](/docs/b | `agg` | dbt supports the following aggregations: `sum`, `max`, `min`, `count_distinct`, and `sum_boolean`. | Required | | `expr` | You can either reference an existing column in the table or use a SQL expression to create or derive a new one. | Optional | | `non_additive_dimension` | Non-additive dimensions can be specified for measures that cannot be aggregated over certain dimensions, such as bank account balances, to avoid producing incorrect results. | Optional | -_*Coming soon_ +| `create_metric`* | You can create a metric directly from a measure with create_metric: True and specify its display name with create_metric_display_name. Available on dbt v1.7 or higher. | Optional | import SetUpPages from '/snippets/_metrics-dependencies.md'; From b0a4b6c564d4ce76c289ff78503023304774e172 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 15 Nov 2023 10:56:59 +0000 Subject: [PATCH 06/22] consolidate --- website/docs/docs/build/measures.md | 16 +++++----------- website/docs/docs/build/semantic-models.md | 17 +++++++---------- website/snippets/_sl-measures-paramters.md | 11 +++++++++++ 3 files changed, 23 insertions(+), 21 deletions(-) create mode 100644 website/snippets/_sl-measures-paramters.md diff --git a/website/docs/docs/build/measures.md b/website/docs/docs/build/measures.md index 13758fa094a..debf9251ac5 100644 --- a/website/docs/docs/build/measures.md +++ b/website/docs/docs/build/measures.md @@ -6,19 +6,13 @@ sidebar_label: "Measures" tags: [Metrics, Semantic Layer] --- -Measures are aggregations performed on columns in your model. They can be used as final metrics or serve as building blocks for more complex metrics. Measures have several inputs, which are described in the following table along with their field types. +Measures are aggregations performed on columns in your model. They can be used as final metrics or serve as building blocks for more complex metrics. -| Parameter | Description | Field type | -| --- | --- | --- | -| [`name`](#name) | Provide a name for the measure, which must be unique and can't be repeated across all semantic models in your dbt project. | Required | -| [`description`](#description) | Describes the calculated measure. | Optional | -| [`agg`](#aggregation) | dbt supports the following aggregations: `sum`, `max`, `min`, `count_distinct`, and `sum_boolean`. | Required | -| [`expr`](#expr) | You can either reference an existing column in the table or use a SQL expression to create or derive a new one. | Optional | -| [`non_additive_dimension`](#non-additive-dimensions) | Non-additive dimensions can be specified for measures that cannot be aggregated over certain dimensions, such as bank account balances, to avoid producing incorrect results. | Optional | -| `agg_params` | specific aggregation properties such as a percentile. | Optional | -| `agg_time_dimension` | The time field. Defaults to the default agg time dimension for the semantic model. | Optional | -| `label` | How the metric appears in project docs and downstream integrations. | Required | +Measures have several inputs, which are described in the following table along with their field types. + +import MeasuresParameters from '/snippets/_sl-measures-paramters.md'; + ## Measure spec diff --git a/website/docs/docs/build/semantic-models.md b/website/docs/docs/build/semantic-models.md index 19c61975b72..15aeb3a9f75 100644 --- a/website/docs/docs/build/semantic-models.md +++ b/website/docs/docs/build/semantic-models.md @@ -169,16 +169,13 @@ For semantic models with a measure, you must have a [primary time group](/docs/b ### Measures -[Measures](/docs/build/measures) are aggregations applied to columns in your data model. They can be used as the foundational building blocks for more complex metrics, or be the final metric itself. Measures have various parameters which are listed in a table along with their descriptions and types. - -| Parameter | Description | Field type | -| --- | --- | --- | -| `name`| Provide a name for the measure, which must be unique and can't be repeated across all semantic models in your dbt project. | Required | -| `description` | Describes the calculated measure. | Optional | -| `agg` | dbt supports the following aggregations: `sum`, `max`, `min`, `count_distinct`, and `sum_boolean`. | Required | -| `expr` | You can either reference an existing column in the table or use a SQL expression to create or derive a new one. | Optional | -| `non_additive_dimension` | Non-additive dimensions can be specified for measures that cannot be aggregated over certain dimensions, such as bank account balances, to avoid producing incorrect results. | Optional | -| `create_metric`* | You can create a metric directly from a measure with create_metric: True and specify its display name with create_metric_display_name. Available on dbt v1.7 or higher. | Optional | +[Measures](/docs/build/measures) are aggregations applied to columns in your data model. They can be used as the foundational building blocks for more complex metrics, or be the final metric itself. + +Measures have various parameters which are listed in a table along with their descriptions and types. + +import MeasuresParameters from '/snippets/_sl-measures-paramters.md'; + + import SetUpPages from '/snippets/_metrics-dependencies.md'; diff --git a/website/snippets/_sl-measures-paramters.md b/website/snippets/_sl-measures-paramters.md new file mode 100644 index 00000000000..a2810ad8798 --- /dev/null +++ b/website/snippets/_sl-measures-paramters.md @@ -0,0 +1,11 @@ +| Parameter | Description | Field type | +| --- | --- | --- | +| [`name`](/docs/build/measures#name) | Provide a name for the measure, which must be unique and can't be repeated across all semantic models in your dbt project. | Required | +| [`description`](/docs/build/measures#description) | Describes the calculated measure. | Optional | +| [`agg`](/docs/build/measures#description) | dbt supports the following aggregations: `sum`, `max`, `min`, `count_distinct`, and `sum_boolean`. | Required | +| [`expr`](/docs/build/measures#expr) | Either reference an existing column in the table or use a SQL expression to create or derive a new one. | Optional | +| [`non_additive_dimension`](/docs/build/measures#non-additive-dimensions) | Non-additive dimensions can be specified for measures that cannot be aggregated over certain dimensions, such as bank account balances, to avoid producing incorrect results. | Optional | +| `agg_params` | Specific aggregation properties such as a percentile. | Optional | +| `agg_time_dimension` | The time field. Defaults to the default agg time dimension for the semantic model. | Optional | +| `label` | How the metric appears in project docs and downstream integrations. | Required | +| `create_metric` | You can create a metric directly from a measure with create_metric: True and specify its display name with create_metric_display_name. Available on dbt v1.7 or higher. | Optional | From 528e1cf1c4cf3720f442f5cc59cf530a197cd887 Mon Sep 17 00:00:00 2001 From: mirnawong1 Date: Wed, 15 Nov 2023 11:11:42 +0000 Subject: [PATCH 07/22] conslidate --- website/docs/docs/build/semantic-models.md | 14 ++++++++++---- .../semantic-layer/semantic_foundation.jpg | Bin 0 -> 824229 bytes 2 files changed, 10 insertions(+), 4 deletions(-) create mode 100644 website/static/img/docs/dbt-cloud/semantic-layer/semantic_foundation.jpg diff --git a/website/docs/docs/build/semantic-models.md b/website/docs/docs/build/semantic-models.md index 15aeb3a9f75..8adc25a3ee9 100644 --- a/website/docs/docs/build/semantic-models.md +++ b/website/docs/docs/build/semantic-models.md @@ -8,11 +8,16 @@ sidebar_label: Semantic models tags: [Metrics, Semantic Layer] --- -Semantic models serve as the foundation for defining data in MetricFlow, which powers the dbt Semantic Layer. You can think of semantic models as nodes in your semantic graph, connected via entities as edges. MetricFlow takes semantic models defined in YAML configuration files as inputs and creates a semantic graph that can be used to query metrics. +Semantic models are the foundation for data definition in MetricFlow, which powers the dbt Semantic Layer: -Each semantic model corresponds to a dbt model in your DAG. Therefore you will have one YAML config for each semantic model in your dbt project. You can create multiple semantic models out of a single dbt model, as long as you give each semantic model a unique name. +- Think of semantic models as nodes connected by entities in a semantic graph. +- MetricFlow uses YAML configuration files to create this graph for querying metrics. +- Each semantic model corresponds to a dbt model in your DAG, requiring a unique YAML configuration for each semantic model. +- You can create multiple semantic models from a single dbt model, as long as you give each semantic model a unique name. +- Configure semantic models in a YAML file within your dbt project directory. +- Organize them under a `metrics:` folder or within project sources as needed. -You can configure semantic models in your dbt project directory in a `YAML` file. Depending on your project structure, you can nest semantic models under a `metrics:` folder or organize them under project sources. + Semantic models have 6 components and this page explains the definitions with some examples: @@ -28,13 +33,14 @@ Semantic models have 6 components and this page explains the definitions with so ## Semantic models components The complete spec for semantic models is below: + ```yaml semantic_models: - name: the_name_of_the_semantic_model ## Required description: same as always ## Optional model: ref('some_model') ## Required default: ## Required - agg_time_dimension: dimension_name ## Required if the model contains dimensions + agg_time_dimension: dimension_name ## Required if the model contains dimensions entities: ## Required - see more information in entities measures: ## Optional diff --git a/website/static/img/docs/dbt-cloud/semantic-layer/semantic_foundation.jpg b/website/static/img/docs/dbt-cloud/semantic-layer/semantic_foundation.jpg new file mode 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