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Add missing docs #3226

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Original file line number Diff line number Diff line change
Expand Up @@ -59,5 +59,6 @@ This is a [ZenML Pro](https://zenml.io/pro)-only feature. Please

![Working with Templates](../../../.gitbook/assets/run-templates.gif)

<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>Use templates: Python SDK</td><td></td><td></td><td><a href="use-templates-python.md">use-templates-python.md</a></td></tr><tr><td>Use templates: Dashboard</td><td></td><td></td><td><a href="use-templates-dashboard.md">use-templates-dashboard.md</a></td></tr><tr><td>Use templates: Rest API</td><td></td><td></td><td><a href="use-templates-rest-api.md">use-templates-rest-api.md</a></td></tr></tbody></table>
<table data-view="cards"><thead><tr><th></th><th></th><th></th><th data-hidden data-card-target data-type="content-ref"></th></tr></thead><tbody><tr><td>Use templates: Python SDK</td><td></td><td></td><td><a href="use-templates-python.md">use-templates-python.md</a></td></tr><tr><td>Use templates: CLI</td><td></td><td></td><td><a href="use-templates-cli.md">use-templates-cli.md</a></td></tr>
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<tr><td>Use templates: Dashboard</td><td></td><td></td><td><a href="use-templates-dashboard.md">use-templates-dashboard.md</a></td></tr><tr><td>Use templates: Rest API</td><td></td><td></td><td><a href="use-templates-rest-api.md">use-templates-rest-api.md</a></td></tr></tbody></table>
<figure><img src="https://static.scarf.sh/a.png?x-pxid=f0b4f458-0a54-4fcd-aa95-d5ee424815bc" alt="ZenML Scarf"><figcaption></figcaption></figure>
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@@ -0,0 +1,28 @@
---
description: Create and run a template using the ZenML CLI
---

{% hint style="success" %}
This is a [ZenML Pro](https://zenml.io/pro)-only feature. Please
[sign up here](https://cloud.zenml.io) to get access.
{% endhint %}

## Create a template

You can use the ZenML CLI to create a run template:

```bash
# The <PIPELINE_SOURCE_PATH> will be `run.my_pipeline` if you defined a
# pipeline with name `my_pipeline` in a file called `run.py`
zenml pipeline create-run-template <PIPELINE_SOURCE_PATH> --name=<TEMPLATE_NAME>
```

{% hint style="warning" %}
You need to have a **remote stack** active while running this command or specify
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one with the `--stack` option.
{% endhint %}


<!-- For scarf -->
<figure><img alt="ZenML Scarf" referrerpolicy="no-referrer-when-downgrade" src="https://static.scarf.sh/a.png?x-pxid=f0b4f458-0a54-4fcd-aa95-d5ee424815bc" /></figure>

Original file line number Diff line number Diff line change
@@ -1,12 +1,17 @@
# Find out which configuration was used for a run

Sometimes you might want to extract the used configuration from a pipeline that has already run. You can do this simply by loading the pipeline run and accessing its `config` attribute.
Sometimes you might want to extract the used configuration from a pipeline that has already run. You can do this simply by loading the pipeline run and accessing its `config` attribute or the `config` attribute of one of its steps.

<pre class="language-python"><code class="lang-python">from zenml.client import Client
```python
from zenml.client import Client

pipeline_run = Client().get_pipeline_run("&#x3C;PIPELINE_RUN_NAME>")
pipeline_run = Client().get_pipeline_run(<PIPELINE_RUN_NAME>)

<strong>configuration = pipeline_run.config
</strong></code></pre>
# General configuration for the pipeline
pipeline_run.config

# Configuration for a specific step
pipeline_run.steps[<STEP_NAME>].config
```

<figure><img src="https://static.scarf.sh/a.png?x-pxid=f0b4f458-0a54-4fcd-aa95-d5ee424815bc" alt="ZenML Scarf"><figcaption></figcaption></figure>
1 change: 1 addition & 0 deletions docs/book/toc.md
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Expand Up @@ -108,6 +108,7 @@
* [Get past pipeline/step runs](how-to/pipeline-development/build-pipelines/get-past-pipeline-step-runs.md)
* [Trigger a pipeline](how-to/pipeline-development/trigger-pipelines/README.md)
* [Use templates: Python SDK](how-to/pipeline-development/trigger-pipelines/use-templates-python.md)
* [Use templates: CLI](how-to/pipeline-development/trigger-pipelines/use-templates-cli.md)
* [Use templates: Dashboard](how-to/pipeline-development/trigger-pipelines/use-templates-dashboard.md)
* [Use templates: Rest API](how-to/pipeline-development/trigger-pipelines/use-templates-rest-api.md)
* [Use configuration files](how-to/pipeline-development/use-configuration-files/README.md)
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17 changes: 17 additions & 0 deletions src/zenml/cli/__init__.py
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Expand Up @@ -2410,6 +2410,23 @@ def my_pipeline(...):
zenml pipeline run <PIPELINE_SOURCE_PATH> --stack=<STACK_ID_OR_NAME>
```

If you want to create a run template for your pipeline which can then be used
to trigger a run from the dashboard or via an HTTP request, use:
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```bash
zenml pipeline create-run-template <PIPELINE_SOURCE_PATH> \
--name=<TEMPLATE_NAME>

To specify a config file or create the template for a different stack than the
active one, use the `--config/-c` and `--stack` options:
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```bash
zenml pipeline create-run-template <PIPELINE_SOURCE_PATH> \
--name=<TEMPLATE_NAME> \
--config=<PATH_TO_CONFIG_YAML> \
--stack=<STACK_ID_OR_NAME>
```

Tagging your resources with ZenML
---------------------------------

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