From 116d5c71d8e8db3d8931f4ec7c54b5aa852544e5 Mon Sep 17 00:00:00 2001 From: Arjen Kroezen Date: Tue, 6 Feb 2024 17:33:56 +0100 Subject: [PATCH] docs: add basic and advanced documentation and refactor main readme --- README.md | 32 ++++--- .../{ci-integration.md => ci_integration.md} | 0 docs/advanced/debugging.md | 5 +- ...nt-workflow.md => development_workflow.md} | 0 docs/advanced/framework-internals.md | 0 docs/advanced/framework_internals.md | 3 + ....md => overriding_expression_functions.md} | 0 ...ctivity-testing.md => activity_testing.md} | 8 +- docs/basic/getting-started-detailed.md | 17 ---- ... installing_and_initializing_framework.md} | 4 +- ...ipeline-testing.md => pipeline_testing.md} | 10 +-- docs/basic/repository_setup.md | 23 +++++ .../environment_setup/images/env_variable.png | Bin 147367 -> 0 bytes .../images/installing_poetry_power_shell.png | Bin 255219 -> 0 bytes docs/environment_setup/images/new_project.png | Bin 130978 -> 0 bytes .../images/pipinstall_poetry.png | Bin 66192 -> 0 bytes .../images/poetry_framework.png | Bin 156525 -> 0 bytes .../images/power_shell_invoke.png | Bin 45408 -> 0 bytes docs/environment_setup/json_pipeline_files.md | 34 -------- docs/environment_setup/unit_test_setup.md | 79 ------------------ docs/getting_started.md | 38 +++++++++ .../images/download_support_files.png | Bin 22 files changed, 100 insertions(+), 153 deletions(-) rename docs/advanced/{ci-integration.md => ci_integration.md} (100%) rename docs/advanced/{development-workflow.md => development_workflow.md} (100%) delete mode 100644 docs/advanced/framework-internals.md create mode 100644 docs/advanced/framework_internals.md rename docs/advanced/{overriding-expression-functions.md => overriding_expression_functions.md} (100%) rename docs/basic/{activity-testing.md => activity_testing.md} (92%) delete mode 100644 docs/basic/getting-started-detailed.md rename docs/basic/{installing-and-initializing-framework.md => installing_and_initializing_framework.md} (94%) rename docs/basic/{pipeline-testing.md => pipeline_testing.md} (90%) create mode 100644 docs/basic/repository_setup.md delete mode 100644 docs/environment_setup/images/env_variable.png delete mode 100644 docs/environment_setup/images/installing_poetry_power_shell.png delete mode 100644 docs/environment_setup/images/new_project.png delete mode 100644 docs/environment_setup/images/pipinstall_poetry.png delete mode 100644 docs/environment_setup/images/poetry_framework.png delete mode 100644 docs/environment_setup/images/power_shell_invoke.png delete mode 100644 docs/environment_setup/json_pipeline_files.md delete mode 100644 docs/environment_setup/unit_test_setup.md create mode 100644 docs/getting_started.md rename docs/{environment_setup => }/images/download_support_files.png (100%) diff --git a/README.md b/README.md index f9828d62..5fe44fcd 100644 --- a/README.md +++ b/README.md @@ -52,26 +52,38 @@ The following pages go deeper into different topics and concepts of the framewor ### Basic -1. [Installing and initializing the framework](docs/basic/installing-and-initializing-framework.md) -2. [State](docs/basic/state.md) -3. [Activity testing](docs/basic/activity-testing.md) -4. [Pipeline testing](docs/basic/pipeline-testing.md) -5. [Getting started detailed](docs/basic/getting-started-detailed.md) +1. [Repository setup](docs/basic/repository_setup.md) +2. [Installing and initializing the framework](docs/basic/installing_and_initializing_framework.md) +3. [State](docs/basic/state.md) +4. [Activity testing](docs/basic/activity_testing.md) +5. [Pipeline testing](docs/basic/pipeline_testing.md) ### Advanced 1. [Debugging your activities and pipelines](docs/advanced/debugging.md) -2. [Development workflow](docs/basic/) -3. [CI integration](docs/advanced/ci-integration.md) -4. [Overriding expression functions](docs/advanced/overriding-expression-functions.md) -5. [Framework internals](docs/advanced/framework-internals.md) +2. [Development workflow](docs/advanced/development_workflow.md) +3. [CI integration](docs/advanced/ci_integration.md) +4. [Overriding expression functions](docs/advanced/overriding_expression_functions.md) +5. [Framework internals](docs/advanced/framework_internals.md) + +### Getting started + +If you are new to Python or you want to quickly get started in an opinionated way, you can use the following guide: [Getting started](docs/getting_started.md) ## Examples More advanced examples demonstrating the capabilities of the framework: +Fabric: + 1. [Batch job example](examples/fabric/batch_job/README.md) -2. [Copy blobs example](examples/data_factory/copy_blobs/README.md) + +Azure Data Factory: + +1. [Copy blobs example](examples/data_factory/copy_blobs/README.md) +2. [Batch job example](examples/data_factory/batch_job/README.md) + +## Roadmap ## Contributing diff --git a/docs/advanced/ci-integration.md b/docs/advanced/ci_integration.md similarity index 100% rename from docs/advanced/ci-integration.md rename to docs/advanced/ci_integration.md diff --git a/docs/advanced/debugging.md b/docs/advanced/debugging.md index fe9e74a0..8929808c 100644 --- a/docs/advanced/debugging.md +++ b/docs/advanced/debugging.md @@ -1,4 +1,3 @@ -# Tips +# Debugging -1. After parsing a data factory resource file, you can use the debugger to easily discover which classes are actually - initialized so that you can cast them to the correct type. +As the framework is dynamically parsing and interpreting data factory resource files, it can be difficult to figure out with which objects you are working with. It is recommended to use the debugger during development of your tests to get a better idea of what activities are being returned and to see the structure of the activity and its properties. diff --git a/docs/advanced/development-workflow.md b/docs/advanced/development_workflow.md similarity index 100% rename from docs/advanced/development-workflow.md rename to docs/advanced/development_workflow.md diff --git a/docs/advanced/framework-internals.md b/docs/advanced/framework-internals.md deleted file mode 100644 index e69de29b..00000000 diff --git a/docs/advanced/framework_internals.md b/docs/advanced/framework_internals.md new file mode 100644 index 00000000..9306c5dc --- /dev/null +++ b/docs/advanced/framework_internals.md @@ -0,0 +1,3 @@ +# Framework internals + +This page will be used to describe the internals of the testing framework. It will be used to document the architecture, design decisions, and implementation details of the framework. diff --git a/docs/advanced/overriding-expression-functions.md b/docs/advanced/overriding_expression_functions.md similarity index 100% rename from docs/advanced/overriding-expression-functions.md rename to docs/advanced/overriding_expression_functions.md diff --git a/docs/basic/activity-testing.md b/docs/basic/activity_testing.md similarity index 92% rename from docs/basic/activity-testing.md rename to docs/basic/activity_testing.md index d1e76a0c..b7e04422 100644 --- a/docs/basic/activity-testing.md +++ b/docs/basic/activity_testing.md @@ -64,7 +64,7 @@ pipeline = test_framework.repository.get_pipeline_by_name("trigger_job_pipeline" activity = pipeline.get_activity_by_name("Trigger job") ``` -Create a `PipelineRunState` instance with the input used in the `url` expression, so a globalParameter `BaseUrl` and a variable `JobName`. See [State](docs/basic/state.md) for a detailed explanation of the `PipelineRunState` class. +Create a `PipelineRunState` instance with the input used in the `url` expression, so a globalParameter `BaseUrl` and a variable `JobName`. ```python state = PipelineRunState( @@ -76,9 +76,11 @@ state = PipelineRunState( ]) ``` +> See [State](docs/basic/state.md) for a detailed explanation of the `PipelineRunState` class. + ## Act -Call the `evaluate` method on the activity with the `PipelineRunState` instance. This will evaluate all expressions in the activity using the provided state and store the result in a `value` property. +Call the `evaluate` method on the `activity` with the `PipelineRunState` instance. This will evaluate all expressions in the activity using the provided state and store the result in a `value` property. ```python activity.evaluate(state) @@ -126,4 +128,4 @@ activity: IfConditionActivity = pipeline.get_activity_by_name("If condition") child_activity = activity.if_true_activities[0] # Or loop through them by name ``` -If you would like to evaluate the condition of a control activity in combination with the child activities, then write a pipeline test as described in [Pipeline testing](docs/basic/pipeline-testing.md). +If you would like to evaluate the condition of a control activity in combination with the child activities, then write a pipeline test as described in [Pipeline testing](pipeline_testing.md). diff --git a/docs/basic/getting-started-detailed.md b/docs/basic/getting-started-detailed.md deleted file mode 100644 index b7f296d3..00000000 --- a/docs/basic/getting-started-detailed.md +++ /dev/null @@ -1,17 +0,0 @@ -# Getting started - -1. Set up an empty Python project with your favorite testing library - - More information: - [docs_Setup](/docs/environment_setup/unit_test_setup.md) - -2. Install the package using your preferred package manager: - - Pip: `pip install data-factory-testing-framework` - -3. Create a Folder in your project and copy the JSON Files with the pipeline definitions locally. - - More information: - [docs Json](/docs/environment_setup/json_pipeline_files.md) - -4. Start writing tests diff --git a/docs/basic/installing-and-initializing-framework.md b/docs/basic/installing_and_initializing_framework.md similarity index 94% rename from docs/basic/installing-and-initializing-framework.md rename to docs/basic/installing_and_initializing_framework.md index 38854b5a..5bfae38c 100644 --- a/docs/basic/installing-and-initializing-framework.md +++ b/docs/basic/installing_and_initializing_framework.md @@ -31,5 +31,5 @@ activity = pipeline.get_activity_by_name("webactivity_name") See the following pages for more information on how to write tests for activities and pipelines: -1. [Activity testing](activity-testing.md) -2. [Pipeline testing](pipeline-testing.md) +1. [Activity testing](activity_testing.md) +2. [Pipeline testing](pipeline_testing.md) diff --git a/docs/basic/pipeline-testing.md b/docs/basic/pipeline_testing.md similarity index 90% rename from docs/basic/pipeline-testing.md rename to docs/basic/pipeline_testing.md index 67d718ea..05a06589 100644 --- a/docs/basic/pipeline-testing.md +++ b/docs/basic/pipeline_testing.md @@ -2,9 +2,9 @@ The framework provides a way to evaluate a pipeline and validate the execution flow of each activity and ensure that the outcome of one activity is correctly passed to the next activity. -Get acquainted with the [Activity testing](activity-testing.md) page before proceeding with pipeline testing, because similar concepts are used. +Get acquainted with the [Activity testing](activity_testing.md) page before proceeding with pipeline testing, because similar concepts are used. -Make sure to have initialized the framework before writing tests. See [Installing and initializing the framework](installing-and-initializing-framework.md) for more information. +Make sure to have initialized the framework before writing tests. See [Installing and initializing the framework](installing_and_initializing_framework.md) for more information. Now that you have a `TestFramework` instance, you can start writing tests for your pipelines. A test always follows the Arrange-Act-Assert pattern: @@ -116,7 +116,7 @@ The next(activities) method might throw an exception if the expression is invali 3. Activity outputs being referenced are set through `activity.set_result` method 4. Dependency conditions are met -## No more activities +### Asserting end of pipeline execution When the generator has no more activities to return, it will raise a `StopIteration` exception. This is a signal that all activities have been evaluated and the pipeline has been executed as expected. @@ -127,11 +127,11 @@ with pytest.raises(StopIteration): ## Control activities -The following activities are `ControlActivities` and will not be returned by the generator: `IfCondition`, `ForEach`, `Switch` and `Until`. The conditions of these activities are automatically evaluated and the child activities are executed based on the result of the condition. +The following activities are `ControlActivities` and will not be returned by the generator: `IfCondition`, `ForEach`, `Switch` and `Until`. The conditions of these activities are automatically evaluated and the child activities are evaluated and returned based on the result of the condition. ## Execute child pipelines -Child pipelines and their activities can be included in the evaluation of the parent pipeline by setting the `should_evaluate_child_pipelines` of the `TestFramework` constructor to True`. The framework will evaluate the parameters of the`ExecutePipelineActivity` and then evaluate the child pipeline with the provided parameters. +Child pipelines and their activities can be included in the evaluation of the parent pipeline by setting the `should_evaluate_child_pipelines` of the `TestFramework` constructor to `True`. The framework will evaluate the parameters of the`ExecutePipelineActivity` and then evaluate the child pipeline with the provided parameters. ```python test_framework = TestFramework(should_evaluate_child_pipelines=True) diff --git a/docs/basic/repository_setup.md b/docs/basic/repository_setup.md new file mode 100644 index 00000000..b347a947 --- /dev/null +++ b/docs/basic/repository_setup.md @@ -0,0 +1,23 @@ +# Repository setup + +## Git integration + +To be able to write tests for data factory, you need to have the pipeline and activity definitions available. The recommended way to do this is to sync the Data Factory instance to a git repository, so that you can create a `tests` folder in the same repository and write tests for your data factory. The git integration process can be found here: + +1. [Fabric - Git integration process](https://learn.microsoft.com/en-us/fabric/cicd/git-integration/git-integration-process) +2. [Azure Data Factory - Git integration process](https://learn.microsoft.com/azure/data-factory/source-control) + +### Alternative for Azure Data Factory + +If you want to download a single JSON file for testing purposes, you can do so by following these steps: + +1. Open your Data Factory instance, and open the pipeline you want to test. +2. Click on the action ellipses +3. Click "Download support files" +4. 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how to do it: - -Fabric -[Git integration process - Microsoft Fabric | Microsoft Learn](https://learn.microsoft.com/en-us/fabric/cicd/git-integration/git-integration-process) - -ADF -[Source control - Azure Data Factory | Microsoft Learn](https://learn.microsoft.com/azure/data-factory/source-control) - -### Manual steps for testing purposes - -If you want just download one JSON file for a small test purpose and check how the framework works, -here are some ideas on how to do it: - -#### ADF - -Refer to the docs if needed: [Azure Data Factory Documentation - Azure Data Factory | Microsoft Learn](https://learn.microsoft.com/en-us/azure/data-factory/) - -[Download Azure Data Factory support files - Microsoft Community Hub](https://techcommunity.microsoft.com/t5/azure-data-factory-blog/download-azure-data-factory-support-files/ba-p/1042848) - -1. Open your ADF Environment, and open the resource you want the JSON. - -2. Click on the action ellipses - -3. Click "Download support files" and select the download location in local storage - -4. The Zip file contains the JSON Definition - - ![image](/docs/environment_setup/images/download_support_files.png) diff --git a/docs/environment_setup/unit_test_setup.md b/docs/environment_setup/unit_test_setup.md deleted file mode 100644 index 87053309..00000000 --- a/docs/environment_setup/unit_test_setup.md +++ /dev/null @@ -1,79 +0,0 @@ -# Data Factory - Testing Framework - -## Setup - -This is an extra step for setup in case you need additional help to do it. -The Unit Test does not need to rigorously follow these steps to work. -You just need to start your Python project, choose your testing library, and start to code. -Though, if you need additional assistance how to do it which library to use, and some code examples. -Feel free to use this guide. - -### Step by Step - -If for example you are using Visual Studio Code: - -For more references: [Get Started Tutorial for Python in Visual Studio Code](https://code.visualstudio.com/docs/python/python-tutorial) - -1. Open your new Python project. - - ![image](/docs/environment_setup/images/new_project.png) - -2. Pip install the following libraries from the terminal - data-factory-testing-framework: - - References about the vs code terminal : [Integrated Terminal in Visual Studio Code](https://code.visualstudio.com/docs/terminal/basics) - -**Then data-factory-testing-framework:** - - ```python - pip install data-factory-testing-framework - ``` - -### Additional Libraries - -**Additionally** you could use for example *pytest even another* test library that you prefer for the Unit test: - -```python -pip install pytest -``` - -You could also use Poetry as a package management library: - -```python -pip install poetry -``` - -Library Docs for reference: - -[Introduction | Documentation | Poetry - Python dependency management and packaging made easy (python-poetry.org)](https://python-poetry.org/docs/) - -[pytest: helps you write better programs — pytest documentation](https://docs.pytest.org/en/7.4.x/) - -![image](/docs/environment_setup/images/pipinstall_poetry.png) - -#### Poetry Configuration - steps - -1. If you decide to use poetry(this is optional), please follow some additional steps to configure. - Also, please consider using this reference for more information: - [Introduction | Documentation | Poetry - Python dependency management and packaging made easy (python-poetry.org)](https://python-poetry.org/docs/#installation) - - Run the following on the power shell, if you are using Windows: - - ```powershell - (Invoke-WebRequest -Uri https://install.python-poetry.org -UseBasicParsing).Content | python - ``` - - ![image](/docs/environment_setup/images/power_shell_invoke.png) - - ![image](/docs/environment_setup/images/installing_poetry_power_shell.png) - -2. Add the bin to the PATH environment variable to the path - - ![image](/docs/environment_setup/images/env_variable.png) - -3. Add the unit test framework for testing. - - `poetry add data-factory-testing-framework`poetry - - ![image](/docs/environment_setup/images/poetry_framework.png) - - Let's Start testing! diff --git a/docs/getting_started.md b/docs/getting_started.md new file mode 100644 index 00000000..35f67a2b --- /dev/null +++ b/docs/getting_started.md @@ -0,0 +1,38 @@ +# Getting started + +This getting started focuses on novice users who are not familiar with Python or package management. It will guide you through the process of setting up a Python project, installing the framework and downloading the pipeline files so that you can start writing tests. + +## Download your Data Factory pipeline files + +The framework is designed to work with the JSON files that define your data factory pipelines and activities. You can download these files from your data factory environment. + +## Installing the framework in your project + +If you are using Visual Studio Code: + +1. Create a new folder for your project. +2. Install the following framework from the terminal: + + ```bash + pip install data-factory-testing-framework + ``` + +3. Install pytest as testing library. All examples in this documentation are using pytest. + + ```bash + pip install pytest + ``` + +4. Download the pipeline files from your data factory environment and place them in the project folder as described in the [repository setup](basic/repository_setup.md) page. + +Additional resources: + +* [Get Started Tutorial for Python in Visual Studio Code](https://code.visualstudio.com/docs/python/python-tutorial) +* [Integrated Terminal in Visual Studio Code](https://code.visualstudio.com/docs/terminal/basics) +* [pytest: helps you write better programs — pytest documentation](https://docs.pytest.org/en/7.4.x/) + +Once setup, you can read the following pages to learn how to write tests for your data factory: + +1. [Initializing the framework](basic/installing_and_initializing_framework.md) +2. [Activity testing](basic/activity_testing.md) +3. [Pipeline testing](basic/pipeline_testing.md) diff --git a/docs/environment_setup/images/download_support_files.png b/docs/images/download_support_files.png similarity index 100% rename from docs/environment_setup/images/download_support_files.png rename to docs/images/download_support_files.png