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Documentation Standard Updates #34

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23 changes: 21 additions & 2 deletions .github/ISSUE_TEMPLATE/bug-report.yml
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
name: 🐞 Bug
description: Report a bug or an issue you've found within the dbt package
title: "[Bug] <title>"
labels: ["bug", "triage"]
labels: ["type:bug"]
body:
- type: markdown
attributes:
Expand Down Expand Up @@ -35,6 +35,12 @@ body:
description: A concise description of what you expected to happen.
validations:
required: true
- type: textarea
attributes:
label: Possible solution
description: Were you able to investigate and/or discover a potential fix to this bug in your investigation? If so, it would be much appreciated if you could submit code samples to show us how your fix resolved this issue.
validations:
required: false
- type: textarea
attributes:
label: dbt Project configurations
Expand All @@ -61,6 +67,19 @@ body:
- other (mention it in "Additional Context")
validations:
required: true
- type: dropdown
id: orchestration_type
attributes:
label: How are you running this dbt package?
multiple: true
options:
- Fivetran Quickstart Data Model
- Fivetran Transformations
- dbt Core™
- dbt Cloud™
- other (mention it in "Additional Context")
validations:
required: true
- type: textarea
attributes:
label: dbt Version
Expand All @@ -83,6 +102,6 @@ body:
description: Our team will assess this issue and let you know if we will add it to a future sprint. However, if you would like to expedite the solution, we encourage you to contribute to the package via a PR. Our team will then work with you to approve and merge your contributions as soon as possible.
options:
- label: Yes.
- label: Yes, but I will need assistance and will schedule time during our [office hours](https://calendly.com/fivetran-solutions-team/fivetran-solutions-team-office-hours) for guidance
- label: Yes, but I will need assistance.
- label: No.
required: false
3 changes: 3 additions & 0 deletions .github/ISSUE_TEMPLATE/config.yml
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@@ -1,4 +1,7 @@
contact_links:
- name: Provide feedback to our dbt package team
url: https://www.surveymonkey.com/r/DQ7K7WW
about: Fill out our survey form to provide valuable feedback to the Fivetran team developing and maintaining the dbt packages.
- name: Fivetran connector question
url: https://support.fivetran.com/hc
about: Have a question about your connector? Check out the Fivetran support portal for more details.
Expand Down
11 changes: 9 additions & 2 deletions .github/ISSUE_TEMPLATE/feature-request.yml
Original file line number Diff line number Diff line change
@@ -1,7 +1,7 @@
name: 🎉 Feature
description: Suggest a new feature for the Fivetran dbt package
title: "[Feature] <title>"
labels: ["enhancement"]
labels: ["type:enhancement"]
body:
- type: markdown
attributes:
Expand All @@ -20,6 +20,13 @@ body:
description: A clear and concise description of what you want to happen and why you want the new feature.
validations:
required: true
- type: textarea
attributes:
label: How would you implement this feature?
description: |
How would you build out this feature with your existing data? Any code examples you can provide to help accelerate development on this issue?
validations:
required: true
- type: textarea
attributes:
label: Describe alternatives you've considered
Expand All @@ -34,7 +41,7 @@ body:
description: Our team will assess this feature and let you know if we will add it to a future sprint. However, if you would like to expedite the feature, we encourage you to contribute to the package via a PR. Our team will then work with you to approve and merge your contributions as soon as possible.
options:
- label: Yes.
- label: Yes, but I will need assistance and will schedule time during your [office hours](https://calendly.com/fivetran-solutions-team/fivetran-solutions-team-office-hours) for guidance.
- label: Yes, but I will need assistance.
- label: No.
required: false
- type: textarea
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Expand Up @@ -14,17 +14,16 @@ Please acknowledge that you have successfully performed the following commands l
- [ ] dbt run (if incremental models are present) && dbt test

Before marking this PR as "ready for review" the following have been applied:
- [ ] The appropriate issue has been linked, tagged, and properly assigned.
- [ ] All necessary documentation and version upgrades have been applied.
<!--- Be sure to update the package version in the dbt_project.yml, integration_tests/dbt_project.yml, and README if necessary. -->
- [ ] docs were regenerated (unless this PR does not include any code or yml updates).
- [ ] BuildKite integration tests are passing.
- [ ] Detailed validation steps have been provided below.
- [ ] The appropriate issue has been linked, tagged, and properly assigned
- [ ] All necessary documentation and version upgrades have been applied
- [ ] docs were regenerated (unless this PR does not include any code or yml updates)
- [ ] BuildKite integration tests are passing
- [ ] Detailed validation steps have been provided below

### Detailed Validation
Please share any and all of your validation steps:
<!--- Provide the steps you took to validate your changes below. -->

### If you had to summarize this PR in an emoji, which would it be?
<!--- For a complete list of markdown compatible emojis check our this git repo (https://gist.github.com/rxaviers/7360908) -->
:dancer:
:dancer:
8 changes: 7 additions & 1 deletion .github/pull_request_template.md
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Expand Up @@ -19,7 +19,13 @@
<!--- To select a checkbox you simply need to add an "x" with no spaces between the brackets (eg. [x] Yes). -->
- [ ] Yes

**Provide an emoji that best describes your current mood**
**Typically there are additional maintenance changes required before this will be ready for an upcoming release. Are you comfortable with the Fivetran team making a few commits directly to your branch?**
<!--- If you select Yes this will help expedite your PR in case there are small changes required before approval. We encourage you not to use this branch in a production environment as we may make additional updates. -->
<!--- If you select No, we will not make any changes directly to your branch and will either communicate any planned changes via the PR thread or will merge your PR into a separate branch so we may make changes without modifying your branch.. -->
- [ ] Yes
- [ ] No

**If you had to summarize this PR in an emoji, which would it be?**
<!--- For a complete list of markdown compatible emojis check our this git repo (https://gist.github.com/rxaviers/7360908) -->
:dancer:

Expand Down
48 changes: 24 additions & 24 deletions README.md
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Expand Up @@ -14,7 +14,7 @@
</p>

# Microsoft Ads Source dbt Package ([Docs](https://fivetran.github.io/dbt_microsoft_ads_source/))
# 📣 What does this dbt package do?
## What does this dbt package do?
<!--section="microsoft_ads_source_model"-->
- Materializes [Microsoft Ads staging tables](https://fivetran.github.io/dbt_microsoft_ads_source/#!/overview/microsoft_ads_source/models/?g_v=1&g_e=seeds) which leverage data in the format described by [this ERD](https://fivetran.com/docs/applications/microsoft-advertising#schemainformation). These staging tables clean, test, and prepare your microsoft_ads data from [Fivetran's connector](https://fivetran.com/docs/applications/microsoft-advertising) for analysis by doing the following:
- Names columns for consistency across all packages and for easier analysis
Expand All @@ -24,29 +24,29 @@
- These tables are designed to work simultaneously with our [Microsoft Ads transformation package](https://github.com/fivetran/dbt_microsoft_ads).
<!--section-end-->

# 🎯 How do I use the dbt package?
## Step 1: Prerequisites
## How do I use the dbt package?
### Step 1: Prerequisites
To use this dbt package, you must have the following:
- At least one Fivetran Microsoft Ads connector syncing data into your destination.
- At least one Fivetran Microsoft Ads connector syncing data into your destination.
- A **BigQuery**, **Snowflake**, **Redshift**, **PostgreSQL**, or **Databricks** destination.

### Databricks Dispatch Configuration
#### Databricks Dispatch Configuration
If you are using a Databricks destination with this package you will need to add the below (or a variation of the below) dispatch configuration within your `dbt_project.yml`. This is required in order for the package to accurately search for macros within the `dbt-labs/spark_utils` then the `dbt-labs/dbt_utils` packages respectively.
```yml
dispatch:
- macro_namespace: dbt_utils
search_order: ['spark_utils', 'dbt_utils']
```

## Step 2: Install the package (skip if also using the `Microsoft Ads ` transformation or `Ad Reporting` combo package)
### Step 2: Install the package (skip if also using the `Microsoft Ads ` transformation or `Ad Reporting` combo package)
If you are **not** using the [Microsoft Ads transformation package](https://github.com/fivetran/dbt_microsoft_ads) or the [Ad Reporting combination package](https://github.com/fivetran/dbt_ad_reporting), include the following package version in your `packages.yml` file. If you are installing the transform or combo packages, the source package is automatically installed as a dependency.
> TIP: Check [dbt Hub](https://hub.getdbt.com/) for the latest installation instructions or [read the dbt docs](https://docs.getdbt.com/docs/package-management) for more information on installing packages.
```yaml
packages:
- package: fivetran/microsoft_ads_source
version: [">=0.9.0", "<0.10.0"]
```
## Step 3: Define database and schema variables
### Step 3: Define database and schema variables
By default, this package runs using your destination and the `microsoft_ads` schema. If this is not where your Microsoft Ads data is (for example, if your microsoft_ads schema is named `microsoft_ads_fivetran`), add the following configuration to your root `dbt_project.yml` file:

```yml
Expand All @@ -55,23 +55,23 @@ vars:
microsoft_ads_schema: your_schema_name
```

## (Optional) Step 4: Additional configurations
### Union multiple connectors
### (Optional) Step 4: Additional configurations
#### Union multiple connectors
If you have multiple microsoft_ads connectors in Fivetran and would like to use this package on all of them simultaneously, we have provided functionality to do so. The package will union all of the data together and pass the unioned table into the transformations. You will be able to see which source it came from in the `source_relation` column of each model. To use this functionality, you will need to set either the `microsoft_ads_union_schemas` OR `microsoft_ads_union_databases` variables (cannot do both) in your root `dbt_project.yml` file:

```yml
vars:
microsoft_ads_union_schemas: ['microsoft_ads_usa','microsoft_ads_canada'] # use this if the data is in different schemas/datasets of the same database/project
microsoft_ads_union_databases: ['microsoft_ads_usa','microsoft_ads_canada'] # use this if the data is in different databases/projects but uses the same schema name
```
Please be aware that the native `source.yml` connection set up in the package will not function when the union schema/database feature is utilized. Although the data will be correctly combined, you will not observe the sources linked to the package models in the Directed Acyclic Graph (DAG). This happens because the package includes only one defined `source.yml`.
> NOTE: The native `source.yml` connection set up in the package will not function when the union schema/database feature is utilized. Although the data will be correctly combined, you will not observe the sources linked to the package models in the Directed Acyclic Graph (DAG). This happens because the package includes only one defined `source.yml`.

To connect your multiple schema/database sources to the package models, follow the steps outlined in the [Union Data Defined Sources Configuration](https://github.com/fivetran/dbt_fivetran_utils/tree/releases/v0.4.latest#union_data-source) section of the Fivetran Utils documentation for the union_data macro. This will ensure a proper configuration and correct visualization of connections in the DAG.

### Passing Through Additional Metrics
#### Passing Through Additional Metrics
By default, this package will select `clicks`, `impressions`, and `cost` from the source reporting tables to store into the staging models. If you would like to pass through additional metrics to the staging models, add the below configurations to your `dbt_project.yml` file. These variables allow for the pass-through fields to be aliased (`alias`) if desired, but not required. Use the below format for declaring the respective pass-through variables:

>**Note** Please ensure you exercised due diligence when adding metrics to these models. The metrics added by default (taps, impressions, and spend) have been vetted by the Fivetran team maintaining this package for accuracy. There are metrics included within the source reports, for example metric averages, which may be inaccurately represented at the grain for reports created in this package. You will want to ensure whichever metrics you pass through are indeed appropriate to aggregate at the respective reporting levels provided in this package.
> IMPORTANT: Make sure to exercise due diligence when adding metrics to these models. The metrics added by default (taps, impressions, and spend) have been vetted by the Fivetran team, maintaining this package for accuracy. There are metrics included within the source reports, such as metric averages, which may be inaccurately represented at the grain for reports created in this package. You must ensure that whichever metrics you pass through are appropriate to aggregate at the respective reporting levels in this package.

```yml
vars:
Expand All @@ -93,7 +93,7 @@ vars:
- name: "unique_string_field"
alias: "field_id"
```
### Change the build schema
#### Change the build schema
By default, this package builds the Microsoft Ads staging models within a schema titled (`<target_schema>` + `_microsoft_ads_source`) in your destination. If this is not where you would like your Microsoft Ads staging data to be written to, add the following configuration to your root `dbt_project.yml` file:

```yml
Expand All @@ -102,7 +102,7 @@ models:
+schema: my_new_schema_name # leave blank for just the target_schema
```

### Change the source table references
#### Change the source table references
If an individual source table has a different name than the package expects, add the table name as it appears in your destination to the respective variable. This is not available when unioning together multiple connectors.
> IMPORTANT: See this project's [`dbt_project.yml`](https://github.com/fivetran/dbt_microsoft_ads_source/blob/main/dbt_project.yml) variable declarations to see the expected names.

Expand All @@ -111,15 +111,15 @@ vars:
microsoft_ads_<default_source_table_name>_identifier: your_table_name
```

## (Optional) Step 5: Orchestrate your models with Fivetran Transformations for dbt Core™
### (Optional) Step 5: Orchestrate your models with Fivetran Transformations for dbt Core™
<details><summary>Expand for more details</summary>

Fivetran offers the ability for you to orchestrate your dbt project through [Fivetran Transformations for dbt Core™](https://fivetran.com/docs/transformations/dbt). Learn how to set up your project for orchestration through Fivetran in our [Transformations for dbt Core™ setup guides](https://fivetran.com/docs/transformations/dbt#setupguide).

</details>

# 🔍 Does this package have dependencies?
This dbt package is dependent on the following dbt packages. Please be aware that these dependencies are installed by default within this package. For more information on the following packages, refer to the [dbt hub](https://hub.getdbt.com/) site.
## Does this package have dependencies?
This dbt package is dependent on the following dbt packages. These dependencies are installed by default within this package. For more information on the following packages, refer to the [dbt hub](https://hub.getdbt.com/) site.
> IMPORTANT: If you have any of these dependent packages in your own `packages.yml` file, we highly recommend that you remove them from your root `packages.yml` to avoid package version conflicts.
```yml
packages:
Expand All @@ -133,15 +133,15 @@ packages:
version: [">=0.3.0", "<0.4.0"]
```

# 🙌 How is this package maintained and can I contribute?
## Package Maintenance
## How is this package maintained and can I contribute?
### Package Maintenance
The Fivetran team maintaining this package _only_ maintains the latest version of the package. We highly recommend that you stay consistent with the [latest version](https://hub.getdbt.com/fivetran/microsoft_ads_source/latest/) of the package and refer to the [CHANGELOG](https://github.com/fivetran/dbt_microsoft_ads_source/blob/main/CHANGELOG.md) and release notes for more information on changes across versions.

## Contributions
A small team of analytics engineers at Fivetran develops these dbt packages. However, the packages are made better by community contributions!
### Contributions
A small team of analytics engineers at Fivetran develops these dbt packages. However, the packages are made better by community contributions.

We highly encourage and welcome contributions to this package. Check out [this dbt Discourse article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657) to learn how to contribute to a dbt package!
We highly encourage and welcome contributions to this package. Check out [this dbt Discourse article](https://discourse.getdbt.com/t/contributing-to-a-dbt-package/657) to learn how to contribute to a dbt package.

# 🏪 Are there any resources available?
- If you have questions or want to reach out for help, please refer to the [GitHub Issue](https://github.com/fivetran/dbt_microsoft_ads_source/issues/new/choose) section to find the right avenue of support for you.
## Are there any resources available?
- If you have questions or want to reach out for help, see the [GitHub Issue](https://github.com/fivetran/dbt_microsoft_ads_source/issues/new/choose) section to find the right avenue of support for you.
- If you would like to provide feedback to the dbt package team at Fivetran or would like to request a new dbt package, fill out our [Feedback Form](https://www.surveymonkey.com/r/DQ7K7WW).
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