From 18a46ee8606465fdc9e654043f36ed024f3cb235 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 17:28:18 +0100 Subject: [PATCH 01/29] Docs update Signed-off-by: Dmitry Sorokin --- docs/source/meta/images/cook_disjointed.png | Bin 115800 -> 85927 bytes docs/source/meta/images/cook_joined.png | Bin 53441 -> 40002 bytes docs/source/meta/images/cook_no_namespace.png | Bin 106934 -> 82730 bytes docs/source/meta/images/cook_params.png | Bin 96710 -> 80173 bytes docs/source/nodes_and_pipelines/index.md | 2 +- .../nodes_and_pipelines/modular_pipelines.md | 323 ------------------ .../namespaces_and_modularity.md | 214 ++++++++++++ .../pipeline_introduction.md | 193 ++++++++--- 8 files changed, 364 insertions(+), 368 deletions(-) delete mode 100644 docs/source/nodes_and_pipelines/modular_pipelines.md create mode 100644 docs/source/nodes_and_pipelines/namespaces_and_modularity.md diff --git a/docs/source/meta/images/cook_disjointed.png 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zwjQ>79l?1a1kp*wPN4k90sv}GMq(>L+J1gYFXGwl-Gq+oI@X76<)>YQiRDA>sNStZdb_4 za-3HsYUW3KqGMh7>F;27p9h|WnV13kwHFq3uuHcsM$=&hFweJFH?_J&oa;6H!`>R& zf{*&76x?XQF%(7?rDjV+b~vI7eW!(7mY1uFZT|TlcU`Kc66!k&ZdJ)W#u8Rq~({A{8#H}hp)mJ}OxTjp%D8B||EmKA(;lwK-pv-vkDI?dRB5>3{qG(=Y^v+4v?ZdV~XqRpEL}NBbLGxHWU3W0STPcyheJL#oTKM4(L(DdH0D<3qiJKE=bNz z*MPY?u{GIw13_{$hkf1?c=P62&`tuWbSaJj$TCHv2Sly_i5-A9|MM|(MaTzUCRG6( z=XZwr{__C=0dI;Szh3vhEO!~EkM n{|QO|MALsT%>NJgwSPLh=YjRyov;B2o6hNK89qSVbBz5TtAvC8 diff --git a/docs/source/nodes_and_pipelines/index.md b/docs/source/nodes_and_pipelines/index.md index 893b100fc3..d719f19b5a 100644 --- a/docs/source/nodes_and_pipelines/index.md +++ b/docs/source/nodes_and_pipelines/index.md @@ -5,7 +5,7 @@ nodes pipeline_introduction -modular_pipelines +namespaces pipeline_registry micro_packaging run_a_pipeline diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md deleted file mode 100644 index c7c104d7e8..0000000000 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ /dev/null @@ -1,323 +0,0 @@ -# Modular pipelines - -## What are modular pipelines? - -In many typical Kedro projects, a single (“main”) pipeline increases in complexity as the project evolves. To keep your project fit for purpose, we recommend that you create modular pipelines, which are logically isolated and can be reused. Modular pipelines are easier to develop, test and maintain, and are portable so they can be copied and reused between projects. - -Modular pipelines allow you to instantiate pipelines multiple times, while allowing the user to override inputs/outputs/parameters. They are reusable within the same codebase, and shareable across projects via [micro-packaging](micro_packaging.md). This is the modern way to use Kedro, and will change the way you think about your pipelines. - -```{note} -The Kedro project visualised below is representative of one that might be seen in the real world. It takes full advantage of modular pipelines for `Data Ingestion`, `Feature Engineering`, `Reporting` and `Train Evaluation` (which even includes nested instances). -``` - -### Key concepts - -In this section, you will learn about how to take advantage of modular pipelines. The key points are listed below: - -1. **A modular pipeline is defined by its folder structure** - - * You can generate this file structure with the CLI command ``kedro pipeline create ``. - * The folder structure keeps things isolated and encourages portability. - -2. **Modular pipelines are designed to be portable and reusable** - - * It's possible to re-use the same pipeline multiple times within the same project (with different inputs/outputs or parameters). - * You can also share pipelines across codebases via [micro-packaging](micro_packaging.md). - -3. **The `kedro.pipeline.modular_pipeline.pipeline` wrapper method unlocks the real power of modular pipelines** - - * Applying [namespaces](https://en.wikipedia.org/wiki/Namespace) allows you to simplify your mental model and isolate 'within pipeline' processing steps. - * [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. - - -## How do I create a modular pipeline? - -You can use a [project-specific CLI command](../development/commands_reference.md#kedro-commands) to create a modular pipeline. The pipeline name must adhere to [Python convention](https://realpython.com/python-pep8/#naming-conventions). - -```bash -kedro pipeline create -``` - -```{note} -For the full list of available CLI options, you can always run `kedro pipeline create --help` for more information. -``` - -### What does `kedro pipeline create` do? - -Running the `kedro pipeline create` command adds boilerplate folders and files for the designated pipeline to your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: - -

-Click to see the generated folder structure - -```text -├── conf -│ └── base -│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters -└── src - ├── my_project - │ ├── __init__.py - │ └── pipelines - │ ├── __init__.py - │ └── {{pipeline_name}} <-- This folder defines the modular pipeline - │ ├── __init__.py <-- So that Python treats this pipeline as a module - │ ├── nodes.py <-- To declare your nodes - │ └── pipeline.py <-- To structure the pipeline itself - └── tests - ├── __init__.py - └── pipelines - ├── __init__.py - └── {{pipeline_name}} <-- Pipeline-specific tests - ├── __init__.py - └── test_pipeline.py - -``` - -
- -If you want to do the reverse and remove a modular pipeline, you can use ``kedro pipeline delete `` to do so. - -### Custom templates - -If you want to generate a pipeline with a custom Cookiecutter template, you can save it in `/templates/pipeline`. -The `kedro pipeline create` command will pick up the custom template in your project as the default. You can also specify the path to your custom -Cookiecutter pipeline template with the `--template` flag like this: -```bash -kedro pipeline create --template -``` -A template folder passed to `kedro pipeline create` using the `--template` argument will take precedence over any local templates. -Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a -separate folder and pointing to them with the `--template` flag. - -#### Creating custom templates - -It is your responsibility to create functional Cookiecutter templates for custom modular pipelines. Please ensure you understand the -basic structure of a modular pipeline. Your template should render to a valid, importable Python module containing a -`create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate -`config` and `tests` subdirectories that will be copied to the project `config` and `tests` directories when the pipeline is created. -The `config` and `tests` directories need to follow the same layout as in the default template and cannot -be customised, although the contents of the parameters and actual test file can be changed. File and folder names or structure -do not matter beyond that and can be customised according to your needs. You can use [the -default template that Kedro](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline) uses as a starting point. - -Pipeline templates are rendered using [Cookiecutter](https://cookiecutter.readthedocs.io/), and must also contain a `cookiecutter.json` -See the [`cookiecutter.json` file in the Kedro default template](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline/cookiecutter.json) for an example. -It is important to note that if you are embedding your custom pipeline template within a -Kedro starter template, you must tell Cookiecutter not to render this template when creating a new project from the starter. To do this, -you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readthedocs.io/en/stable/advanced/copy_without_render.html) to the `cookiecutter.json` file for the starter -and not the `cookiecutter.json` for the pipeline template. - -### Ensuring portability - -Modular pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: - -* Modular pipelines should **not** depend on the main Python package, as this would break portability to another project. -* Catalog references are not packaged when sharing/consuming modular pipelines, i.e. the `catalog.yml` file is not packaged. -* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. -* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. - -### Providing modular pipeline specific dependencies - -* A modular pipeline **might** have external dependencies specified in a local `requirements.txt` file. -* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. -* These dependencies are _not_ currently installed by the [`kedro install`](../development/commands_reference.md#install-all-package-dependencies) command, and must be manually installed. - -## Using the modular `pipeline()` wrapper to provide overrides - -This wrapper really unlocks the power of modular pipelines. - -* It allows you to start instantiating the same pipeline multiple times. -* These will be static in terms of structure, but dynamic in terms of `inputs`/`outputs`/`parameters`. -* It also allows you to simplify both your mental models, and Kedro-Viz visualisations via `namespaces`. - -```python -from kedro.pipeline.modular_pipeline import pipeline -``` - -The `pipeline()` wrapper method takes the following arguments: - -| Keyword argument | Description | -| ---------------- | ----------------------------------------------------------------------------------- | -| `pipe` | The `Pipeline` object you want to wrap | -| `inputs` | Any overrides provided to this instance of the underlying wrapped `Pipeline` object | -| `outputs` | Any overrides provided to this instance of the underlying wrapped `Pipeline` object | -| `parameters` | Any overrides provided to this instance of the underlying wrapped `Pipeline` object | -| `namespace` | The namespace that will be encapsulated by this pipeline instance | - -## Combining disconnected pipelines - -Sometimes two pipelines must be connected, but do not share any catalog dependencies. The wrapper can be used to solve that. - -
-Click here to see a worked example - -In this example, there is a `lunch_pipeline`, which makes us lunch. The 'verbs', `defrost` and `eat`, are Python functions and the inputs/outputs are food at different points of the process (`frozen`, `thawed` and `food`). - -```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -lunch_pipeline = pipeline([node(func=eat, inputs="food", outputs=None)]) - -cook_pipeline + lunch_pipeline -``` - -This combination will visualise since it's valid pre-runtime, but it will not run since `food` is not an output of the `cook_pipeline` because the output of the `cook_pipeline` is `grilled_veg`: - -![disjoined](../meta/images/cook_disjointed.png) - -* Combining `cook_pipeline + lunch_pipeline` will not work since `food` doesn't exist as an output of the `cook_pipeline`. -* In this case, we will need to map `grilled_veg` to the expected input of `food`. - -The wrapper allows us to provide a mapping and fix this disconnect. - -```python -from kedro.pipeline.modular_pipeline import pipeline - -prep_pipeline = pipeline(pipe=cook_pipeline, outputs={"grilled_veg": "food"}) - -meal_pipeline = prep_pipeline + lunch_pipeline -``` - -Providing this input/output override will join up the pipeline nicely: - -![joined](../meta/images/cook_joined.png) - -```{note} -In this example we have used the `+` operator to join two pipelines. You can also use `sum()` or pass a list of pipelines to the `pipe` argument. -``` - -
- -## Using a modular pipeline multiple times - -Reusing pipelines for slightly different purposes can be a real accelerator for teams and organisations when they reach a certain scale. In the real world, one could imagine pipelines with responsibilities like profiling or feature engineering being reused within the same project or even across projects via [micro-packaging](micro_packaging.md). - -* In an ideal world, we would like to use the `cook_pipeline` twice as you would `defrost` and `grill` multiple meals beyond the `veg` currently hard-coded. -* Namespaces allow you to instantiate the same pipeline multiple times and keep operations isolated. -* Like one provides arguments to a class' constructor, you can provide overriding inputs/outputs/parameters to the `pipeline()` wrapper. - -```{note} -The set of overriding inputs and outputs must be a subset of the reused pipeline's "free" inputs and outputs, respectively. A free input is an input that isn't generated by a node in the pipeline, while a free output is an output that isn't consumed by a node in the pipeline. {py:meth}`Pipeline.inputs() ` and {py:meth}`Pipeline.outputs() ` can be used to list a pipeline's free inputs and outputs, respectively. -``` - -
-Click here to see a worked example - -```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg", name="defrost_node"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -eat_breakfast_pipeline = pipeline( - [node(func=eat_breakfast, inputs="breakfast_food", outputs=None)] -) -eat_lunch_pipeline = pipeline([node(func=eat_lunch, inputs="lunch_food", outputs=None)]) - -cook_pipeline + eat_breakfast_pipeline + eat_lunch_pipeline -``` - -If we visualise the snippet above, we see a disjointed pipeline: - -* We need to "defrost" two different types of food via different pipelines. -* We cannot use the `cook_pipeline` twice because the internal dataset names will conflict. -* Mapping all datasets via the `pipeline()` wrapper will also cause conflicts. - -![cook no namespace](../meta/images/cook_no_namespace.png) - -Adding namespaces solves this issue: - -```python -cook_breakfast_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "breakfast_food"}, - namespace="breakfast", -) -cook_lunch_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "lunch_food"}, - namespace="lunch", -) - -final_pipeline = ( - cook_breakfast_pipeline - + eat_breakfast_pipeline - + cook_lunch_pipeline - + eat_lunch_pipeline -) -``` - -* `namespace="lunch"` renames all datasets and nodes, prefixing them with `"lunch."`. -* The datasets that we explicitly "freeze" (`frozen_veg`) or remap (`grilled_veg`) are not affected/prefixed. -* Remapping free outputs is required since "breakfast_food" and "lunch_food" are the names expected by the `eat_breakfast_pipeline` and `eat_lunch_pipeline` respectively. -* The resulting pipeline now has two separate nodes, `breakfast.defrost_node` and `lunch.defrost_node`. -* Also two separate datasets `breakfast.veg` and `lunch.veg` connect the nodes inside the pipelines, causing no confusion between them. - -![namespaced](../meta/images/cook_namespaced.gif) - -* Visualising the `final_pipeline` highlights how namespaces become 'super nodes' which encapsulate the wrapped pipeline. -* This example demonstrates how we can reuse the same `cook_pipeline` with slightly different arguments. -* Namespaces can also be arbitrarily nested with the `.` character. -* `kedro run --namespace=` could be used to only run nodes with a specific namespace. - -```{note} -`parameters` references will not be namespaced, but `params:` references will. -``` -
- -## How to use a modular pipeline with different parameters - - Mapping parameter values is very similar to the way we map inputs and outputs. - -
-Click here to see a worked example - -* We instantiate the `template_pipeline` twice, but pass in different parameters. -* `input1` and `input2` are 'frozen' and thus shared in both instances. -* `params:override_me` does not actually exist and is designed to be overridden in both cases. -* Providing a namespace isolates the intermediate operation and visualises nicely. - -```python -template_pipeline = pipeline( - [ - node( - func=node_func1, - inputs=["input1", "input2", "params:override_me"], - outputs="intermediary_output", - ), - node( - func=node_func2, - inputs="intermediary_output", - outputs="output", - ), - ] -) - -alpha_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:alpha"}, - namespace="alpha", -) - -beta_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:beta"}, - namespace="beta", -) - -final_pipeline = alpha_pipeline + beta_pipeline -``` - -
- -![namespaced_params](../meta/images/cook_params.png) diff --git a/docs/source/nodes_and_pipelines/namespaces_and_modularity.md b/docs/source/nodes_and_pipelines/namespaces_and_modularity.md new file mode 100644 index 0000000000..4f8ca41dea --- /dev/null +++ b/docs/source/nodes_and_pipelines/namespaces_and_modularity.md @@ -0,0 +1,214 @@ +# Pipeline reusage with namespaces + +In many typical Kedro projects, a single (“main”) pipeline increases in complexity as the project evolves. To keep your project fit for purpose, we recommend you separate your code into different pipelines (modules) that are logically isolated and can be reused. + +## How to reuse your pipelines + +If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [previous manual](). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: + +```python +def create_new_pipeline(**kwargs) -> Pipeline: + return pipeline( + [data_science], # A name of existing pipeline + inputs = {"old_input__df_name" : "new_input_df_name"}, + outputs = {"old_output_df_name" : "new_output_df_name"}, + parameters = {"params: test_size1": "params: test_size2"}, + ) +``` +This means you can easily create multiple pipelines based on the `data_science` pipeline to test different approaches with various input datasets and model training parameters. + +## What is a Namespace + +If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a namespace="namespace_name" parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a "namespace_name." prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: + +```python +def create_new_pipeline(**kwargs) -> Pipeline: + return pipeline( + [data_science], # A name of existing pipeline + inputs = {"old_input__df_name" : "new_input_df_name"}, + parameters = {"params: test_size1": "params: test_size2"}, + namespace = "alternative_approach", + ) +``` +* You can use kedro run --namespace= to run only the specific namespace +* [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. + +## How to share your pipelines + +Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: + +* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command make this easy. +* Pipelines should **not** depend on the main Python package, as this would break portability to another project. +* Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. +* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. +* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. + +## Providing pipeline specific dependencies + +* A pipeline **might** have external dependencies specified in a local `requirements.txt` file. +* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. +* These dependencies are _not_ currently installed by the [`kedro install`](../development/commands_reference.md#install-all-package-dependencies) command, and must be manually installed. + +## Example: Combining disconnected pipelines + +Sometimes two pipelines must be connected, but do not share any catalog dependencies. In this example, there is a `lunch_pipeline`, which makes us lunch. The 'verbs', `defrost` and `eat`, are Python functions and the inputs/outputs are food at different points of the process (`frozen`, `thawed` and `food`). + +```python +cook_pipeline = pipeline( + [ + node(func=defrost, inputs="frozen_veg", outputs="veg"), + node(func=grill, inputs="veg", outputs="grilled_veg"), + ] +) + +lunch_pipeline = pipeline([node(func=eat, inputs="food", outputs=None)]) + +cook_pipeline + lunch_pipeline +``` + +This combination will visualise since it's valid pre-runtime, but it will not run since `food` is not an output of the `cook_pipeline` because the output of the `cook_pipeline` is `grilled_veg`: + +![disjoined](../meta/images/cook_disjointed.png) + +* Combining `cook_pipeline + lunch_pipeline` will not work since `food` doesn't exist as an output of the `cook_pipeline`. +* In this case, we will need to map `grilled_veg` to the expected input of `food`. + +The wrapper allows us to provide a mapping and fix this disconnect. + +```python +from kedro.pipeline.modular_pipeline import pipeline + +prep_pipeline = pipeline(pipe=cook_pipeline, outputs={"grilled_veg": "food"}) + +meal_pipeline = prep_pipeline + lunch_pipeline +``` + +Providing this input/output override will join up the pipeline nicely: + +![joined](../meta/images/cook_joined.png) + +```{note} +In this example we have used the `+` operator to join two pipelines. You can also use `sum()` or pass a list of pipelines to the `pipe` argument. +``` + + +## Example: Using a modular pipeline multiple times + +Reusing pipelines for slightly different purposes can be a real accelerator for teams and organisations when they reach a certain scale. In the real world, one could imagine pipelines with responsibilities like profiling or feature engineering being reused within the same project or even across projects via [micro-packaging](micro_packaging.md). + +* In an ideal world, we would like to use the `cook_pipeline` twice as you would `defrost` and `grill` multiple meals beyond the `veg` currently hard-coded. +* Namespaces allow you to instantiate the same pipeline multiple times and keep operations isolated. +* Like one provides arguments to a class' constructor, you can provide overriding inputs/outputs/parameters to the `pipeline()` wrapper. + +```{note} +The set of overriding inputs and outputs must be a subset of the reused pipeline's "free" inputs and outputs, respectively. A free input is an input that isn't generated by a node in the pipeline, while a free output is an output that isn't consumed by a node in the pipeline. {py:meth}`Pipeline.inputs() ` and {py:meth}`Pipeline.outputs() ` can be used to list a pipeline's free inputs and outputs, respectively. +``` + +```python +cook_pipeline = pipeline( + [ + node(func=defrost, inputs="frozen_veg", outputs="veg", name="defrost_node"), + node(func=grill, inputs="veg", outputs="grilled_veg"), + ] +) + +eat_breakfast_pipeline = pipeline( + [node(func=eat_breakfast, inputs="breakfast_food", outputs=None)] +) +eat_lunch_pipeline = pipeline([node(func=eat_lunch, inputs="lunch_food", outputs=None)]) + +cook_pipeline + eat_breakfast_pipeline + eat_lunch_pipeline +``` + +If we visualise the snippet above, we see a disjointed pipeline: + +* We need to "defrost" two different types of food via different pipelines. +* We cannot use the `cook_pipeline` twice because the internal dataset names will conflict. +* Mapping all datasets via the `pipeline()` wrapper will also cause conflicts. + +![cook no namespace](../meta/images/cook_no_namespace.png) + +Adding namespaces solves this issue: + +```python +cook_breakfast_pipeline = pipeline( + pipe=cook_pipeline, + inputs="frozen_veg", # inputs stay the same, don't namespace + outputs={"grilled_veg": "breakfast_food"}, + namespace="breakfast", +) +cook_lunch_pipeline = pipeline( + pipe=cook_pipeline, + inputs="frozen_veg", # inputs stay the same, don't namespace + outputs={"grilled_veg": "lunch_food"}, + namespace="lunch", +) + +final_pipeline = ( + cook_breakfast_pipeline + + eat_breakfast_pipeline + + cook_lunch_pipeline + + eat_lunch_pipeline +) +``` + +* `namespace="lunch"` renames all datasets and nodes, prefixing them with `"lunch."`. +* The datasets that we explicitly "freeze" (`frozen_veg`) or remap (`grilled_veg`) are not affected/prefixed. +* Remapping free outputs is required since "breakfast_food" and "lunch_food" are the names expected by the `eat_breakfast_pipeline` and `eat_lunch_pipeline` respectively. +* The resulting pipeline now has two separate nodes, `breakfast.defrost_node` and `lunch.defrost_node`. +* Also two separate datasets `breakfast.veg` and `lunch.veg` connect the nodes inside the pipelines, causing no confusion between them. + +![namespaced](../meta/images/cook_namespaced.gif) + +* Visualising the `final_pipeline` highlights how namespaces become 'super nodes' which encapsulate the wrapped pipeline. +* This example demonstrates how we can reuse the same `cook_pipeline` with slightly different arguments. +* Namespaces can also be arbitrarily nested with the `.` character. +* `kedro run --namespace=` could be used to only run nodes with a specific namespace. + +```{note} +`parameters` references will not be namespaced, but `params:` references will. +``` + +## Example: How to use a modular pipeline with different parameters + + Mapping parameter values is very similar to the way we map inputs and outputs. + +* We instantiate the `template_pipeline` twice, but pass in different parameters. +* `input1` and `input2` are 'frozen' and thus shared in both instances. +* `params:override_me` does not actually exist and is designed to be overridden in both cases. +* Providing a namespace isolates the intermediate operation and visualises nicely. + +```python +template_pipeline = pipeline( + [ + node( + func=node_func1, + inputs=["input1", "input2", "params:override_me"], + outputs="intermediary_output", + ), + node( + func=node_func2, + inputs="intermediary_output", + outputs="output", + ), + ] +) + +alpha_pipeline = pipeline( + pipe=template_pipeline, + inputs={"input1", "input2"}, + parameters={"params:override_me": "params:alpha"}, + namespace="alpha", +) + +beta_pipeline = pipeline( + pipe=template_pipeline, + inputs={"input1", "input2"}, + parameters={"params:override_me": "params:beta"}, + namespace="beta", +) + +final_pipeline = alpha_pipeline + beta_pipeline +``` + +![namespaced_params](../meta/images/cook_params.png) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 6d10ec2744..7326286aa8 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -1,26 +1,30 @@ # Pipelines -We previously introduced [Nodes](./nodes.md) as building blocks that represent tasks, and can be combined in a pipeline to build your workflow. A pipeline organises the dependencies and execution order of your collection of nodes, and connects inputs and outputs while keeping your code modular. The pipeline resolves dependencies to determine the node execution order, and does *not* necessarily run the nodes in the order in which they are passed in. +A pipeline is a set of [Nodes](./nodes.md) that will be automatically resolved after pipeline creation to determine the node execution order based on outputs and inputs of each node. -To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. +Technically {py:class}`~kedro.pipeline.Pipeline` is a python class that could be created using {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on Nodes or other Pipelines(in that case all nodes from that pipeline will be used). -## How to build a pipeline +Most important about kedro pipelines: +- [How to create a simple pipeline](#how-to-create-a-simple-pipeline) +- [Create a new blank pipeline with kedro pipeline create command](#how-to-create-a-new-blank-pipeline-in-your-kedro-project) +- [Pipelinecreation structure](#pipeline-creation-structure) +- [Pipeline methods and operations](#pipeline-methods-and-operations) +- [Bad pipelines - rules](#bad-pipelines-rules) +- [Custom new pipeline templates](#custom-new-pipeline-templates) -In the following example, we construct a simple pipeline that computes the variance of a set of numbers. In practice, pipelines can use more complicated node definitions, and the variables they use usually correspond to entire datasets: - -
-Click to expand +## How to create a simple pipeline +In the following example, we construct a simple pipeline that computes the variance of a set of numbers. In practice, pipelines can use more complicated node definitions, and the variables they use usually correspond to entire datasets: ```python +from kedro.pipeline import pipeline, node + def mean(xs, n): return sum(xs) / n - def mean_sos(xs, n): return sum(x**2 for x in xs) / n - def variance(m, m2): return m2 - m * m @@ -34,12 +38,113 @@ variance_pipeline = pipeline( ] ) ``` -
-You can use `describe` to discover what nodes are part of the pipeline: -
-Click to expand +## Create a new blank pipeline with the `kedro pipeline create` command + +When managing your Kedro project, we recommend organising your pipelines separately to achieve modularity. This approach allows for easy copying and reuse of pipelines within and between projects. Simply put: one pipeline, one folder. To help with that, you can use the following command (the pipeline name must adhere to [Python convention](https://realpython.com/python-pep8/#naming-conventions)): + + +```bash +kedro pipeline create +``` + +After running this command, a new pipeline with boilerplate folders and files will be created in your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: + + +```text +├── conf +│ └── base +│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters +└── src + ├── my_project + │ ├── __init__.py + │ └── pipelines + │ ├── __init__.py + │ └── {{pipeline_name}} <-- This folder defines the pipeline + │ ├── __init__.py <-- So that Python treats this pipeline as a module + │ ├── nodes.py <-- To declare your nodes + │ └── pipeline.py <-- To structure the pipeline itself + └── tests + ├── __init__.py + └── pipelines + ├── __init__.py + └── {{pipeline_name}} <-- Pipeline-specific tests + ├── __init__.py + └── test_pipeline.py + +``` + +If you want to do the reverse and remove that pipeline, you can use ``kedro pipeline delete `` to do so. +```{note} +For the full list of available CLI options, you can always run `kedro pipeline create --help` for more information and also visit the [project-specific CLI commands list](../development/commands_reference.md#kedro-commands). +``` + +## Pipeline creation structure + +After creating the pipeline with `kedro pipeline create`, you will find template code in `pipeline.py` that you need to fill with your actual pipeline code: + +```python +# src/my_project/pipelines/{{pipeline_name}}/pipeline.py +from kedro.pipeline import Pipeline, pipeline + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline([]) +``` +Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: +- Modularity: you can easily reuse this logic across different parts of your project. +- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation +- Testing: you can write unit tests for the create_pipeline function to ensure that it correctly constructs the pipeline + +Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should put: + +```python +# src/my_project/pipelines/{{pipeline_name}}/nodes.py +def mean(xs, n): + return sum(xs) / n + +def mean_sos(xs, n): + return sum(x**2 for x in xs) / n + +def variance(m, m2): + return m2 - m * m +``` + +```python +# src/my_project/pipelines/{{pipeline_name}}/pipelines.py +from kedro.pipeline import Pipeline, pipeline, node +# Added node to import because we want to create nodes here + +from .nodes import mean, mean_sos, variance +# Import node functions from nodes.py located in the same folder + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [ + node(len, "xs", "n"), + node(mean, ["xs", "n"], "m", name="mean_node", tags = "tag1"), + node(mean_sos, ["xs", "n"], "m2", name="mean_sos", tags = ["tag1", "tag2"]), + node(variance, ["m", "m2"], "v", name="variance_node"), + ], # A list of nodes and pipelines combined into a new pipeline + tags = "tag3", # Optional, each pipeline node will be tagged + namespaces = "", # Optional + inputs = {}, # Optional + outputs = {}, # Optional + parameters = {}, # Optional +``` +Here it was shown that pipeline creation function have few optional parameters, you can use: +- tags on a pipeline level to apply them for all nodes inside of pipeline +- namespaces, inputs, outputs and parameters to reuse pipelines. More about that you can find here + +## Key Pipeline methods and operations + +You can: +- [use `describe` to discover what nodes are part of the pipeline](#use-describe-to-discover-what-nodes-are-part-of-the-pipeline) +- [merge multiple pipelines](#how-to-merge-multiple-pipelines) +- [receive information about the nodes in a pipeline](#information-about-the-nodes-in-a-pipeline) +- [receive information about pipeline inputs and outputs](#information-about-pipeline-inputs-and-outputs) + +### Use `describe` to discover what nodes are part of the pipeline ```python print(variance_pipeline.describe()) @@ -60,36 +165,11 @@ variance_node Outputs: v ################################## ``` -
- -### How to tag a pipeline - -You can also tag your pipeline by providing the `tags` argument, which will tag all of the pipeline's nodes. In the following example, both nodes are tagged with `pipeline_tag`. - -```python -pipeline = pipeline( - [node(..., name="node1"), node(..., name="node2")], tags="pipeline_tag" -) -``` - -You can combine pipeline tagging with node tagging. In the following example, `node1` and `node2` are tagged with `pipeline_tag`, while `node2` also has a `node_tag`. - -```python -pipeline = pipeline( - [node(..., name="node1"), node(..., name="node2", tags="node_tag")], - tags="pipeline_tag", -) -``` - ### How to merge multiple pipelines You can merge multiple pipelines as shown below. Note that, in this case, `pipeline_de` and `pipeline_ds` are expanded to a list of their underlying nodes and these are merged together: -
-Click to expand - - ```python pipeline_de = pipeline([node(len, "xs", "n"), node(mean, ["xs", "n"], "m")]) @@ -119,14 +199,12 @@ print([v]) -> None Outputs: None ################################## ``` -
### Information about the nodes in a pipeline Pipelines provide access to their nodes in a topological order to enable custom functionality, e.g. pipeline visualisation. Each node has information about its inputs and outputs: -
Click to expand ```python @@ -156,7 +234,6 @@ You should see the following: ```python ["xs"] ``` -
### Information about pipeline inputs and outputs In a similar way to the above, you can use `inputs()` and `outputs()` to check the inputs and outputs of a pipeline: @@ -240,9 +317,6 @@ Circular dependencies exist among these items: ['first node: ([x]) -> [y ### Pipeline nodes named with the dot notation Nodes named with dot notation may behave strangely. -
-Click to expand - ```python pipeline([node(lambda x: x, inputs="input1kedro", outputs="output1.kedro")]) ``` @@ -252,3 +326,34 @@ Nodes that are created with input or output names that contain `.` risk a discon This is because `.` has a special meaning internally and indicates a namespace pipeline. In the example, the outputs segment should be disconnected as the name implies there is an "output1" namespace pipeline. The input is not namespaced, but the output is via its dot notation. This leads to Kedro processing each separately. For this example, a better approach would've been writing both as `input1_kedro` and `output1_kedro`. We recommend use of characters like `_` instead of `.` as name separators. + + +## Custom new pipeline templates + +If you want to generate a pipeline with a custom Cookiecutter template, you can save it in `/templates/pipeline`. +The `kedro pipeline create` command will pick up the custom template in your project as the default. You can also specify the path to your custom +Cookiecutter pipeline template with the `--template` flag like this: +```bash +kedro pipeline create --template +``` +A template folder passed to `kedro pipeline create` using the `--template` argument will take precedence over any local templates. +Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a +separate folder and pointing to them with the `--template` flag. + +#### Creating custom templates + +It is your responsibility to create functional Cookiecutter templates for custom modular pipelines. Please ensure you understand the +basic structure of a modular pipeline. Your template should render to a valid, importable Python module containing a +`create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate +`config` and `tests` subdirectories that will be copied to the project `config` and `tests` directories when the pipeline is created. +The `config` and `tests` directories need to follow the same layout as in the default template and cannot +be customised, although the contents of the parameters and actual test file can be changed. File and folder names or structure +do not matter beyond that and can be customised according to your needs. You can use [the +default template that Kedro](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline) uses as a starting point. + +Pipeline templates are rendered using [Cookiecutter](https://cookiecutter.readthedocs.io/), and must also contain a `cookiecutter.json` +See the [`cookiecutter.json` file in the Kedro default template](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline/cookiecutter.json) for an example. +It is important to note that if you are embedding your custom pipeline template within a +Kedro starter template, you must tell Cookiecutter not to render this template when creating a new project from the starter. To do this, +you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readthedocs.io/en/stable/advanced/copy_without_render.html) to the `cookiecutter.json` file for the starter +and not the `cookiecutter.json` for the pipeline template. From 8a7d37089714fd5039e66280acdc25027e67f4b1 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 20:35:00 +0100 Subject: [PATCH 02/29] Docs update Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/index.md | 2 +- .../namespaces_and_modularity.md | 10 +++++----- .../pipeline_introduction.md | 20 ++++++------------- 3 files changed, 12 insertions(+), 20 deletions(-) diff --git a/docs/source/nodes_and_pipelines/index.md b/docs/source/nodes_and_pipelines/index.md index d719f19b5a..f3f4c57c95 100644 --- a/docs/source/nodes_and_pipelines/index.md +++ b/docs/source/nodes_and_pipelines/index.md @@ -5,7 +5,7 @@ nodes pipeline_introduction -namespaces +namespaces_and_modularity pipeline_registry micro_packaging run_a_pipeline diff --git a/docs/source/nodes_and_pipelines/namespaces_and_modularity.md b/docs/source/nodes_and_pipelines/namespaces_and_modularity.md index 4f8ca41dea..67052f1bba 100644 --- a/docs/source/nodes_and_pipelines/namespaces_and_modularity.md +++ b/docs/source/nodes_and_pipelines/namespaces_and_modularity.md @@ -4,7 +4,7 @@ In many typical Kedro projects, a single (“main”) pipeline increases in comp ## How to reuse your pipelines -If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [previous manual](). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: +If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [previous manual](pipeline_introduction.md). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: @@ -19,18 +19,18 @@ This means you can easily create multiple pipelines based on the `data_science` ## What is a Namespace -If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a namespace="namespace_name" parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a "namespace_name." prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: +If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a namespace_namenamespace_name.` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( [data_science], # A name of existing pipeline - inputs = {"old_input__df_name" : "new_input_df_name"}, + inputs = {"old_input_df_name" : "new_input_df_name"}, parameters = {"params: test_size1": "params: test_size2"}, namespace = "alternative_approach", ) ``` -* You can use kedro run --namespace= to run only the specific namespace +* You can use `kedro run --namespace = namespace_name` to run only the specific namespace * [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. ## How to share your pipelines @@ -169,7 +169,7 @@ final_pipeline = ( `parameters` references will not be namespaced, but `params:` references will. ``` -## Example: How to use a modular pipeline with different parameters +## Example: How to reuse a pipeline with different parameters Mapping parameter values is very similar to the way we map inputs and outputs. diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 7326286aa8..30b4145778 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -9,7 +9,7 @@ Most important about kedro pipelines: - [Create a new blank pipeline with kedro pipeline create command](#how-to-create-a-new-blank-pipeline-in-your-kedro-project) - [Pipelinecreation structure](#pipeline-creation-structure) - [Pipeline methods and operations](#pipeline-methods-and-operations) -- [Bad pipelines - rules](#bad-pipelines-rules) +- [Bad pipelines - rules](#bad-pipelines) - [Custom new pipeline templates](#custom-new-pipeline-templates) ## How to create a simple pipeline @@ -75,9 +75,9 @@ After running this command, a new pipeline with boilerplate folders and files wi ``` -If you want to do the reverse and remove that pipeline, you can use ``kedro pipeline delete `` to do so. +If you want to do the reverse and remove that pipeline, you can use `kedro pipeline delete ` to do so or have a look to all [project-specific CLI commands list](../development/commands_reference.md#kedro-commands). ```{note} -For the full list of available CLI options, you can always run `kedro pipeline create --help` for more information and also visit the [project-specific CLI commands list](../development/commands_reference.md#kedro-commands). +For the full list of available CLI options, you can always run `kedro pipeline create --help` for more information. ``` ## Pipeline creation structure @@ -113,7 +113,6 @@ def variance(m, m2): ```python # src/my_project/pipelines/{{pipeline_name}}/pipelines.py from kedro.pipeline import Pipeline, pipeline, node -# Added node to import because we want to create nodes here from .nodes import mean, mean_sos, variance # Import node functions from nodes.py located in the same folder @@ -127,14 +126,14 @@ def create_pipeline(**kwargs) -> Pipeline: node(variance, ["m", "m2"], "v", name="variance_node"), ], # A list of nodes and pipelines combined into a new pipeline tags = "tag3", # Optional, each pipeline node will be tagged - namespaces = "", # Optional + namespace = "", # Optional inputs = {}, # Optional outputs = {}, # Optional parameters = {}, # Optional ``` Here it was shown that pipeline creation function have few optional parameters, you can use: - tags on a pipeline level to apply them for all nodes inside of pipeline -- namespaces, inputs, outputs and parameters to reuse pipelines. More about that you can find here +- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](namespaces_and_modularity.md) ## Key Pipeline methods and operations @@ -267,8 +266,6 @@ A pipelines can usually readily resolve its dependencies. In some cases, resolut In this case, we have a pipeline consisting of a single node with no input and output: -
-Click to expand ```python try: @@ -284,7 +281,6 @@ Invalid Node definition: it must have some `inputs` or `outputs`. Format should be: node(function, inputs, outputs) ``` -
### Pipeline with circular dependencies @@ -292,8 +288,6 @@ For every two variables where the first depends on the second, there must not be The first node captures the relationship of how to calculate `y` from `x` and the second captures the relationship of how to calculate `x` knowing `y`. The pair of nodes cannot co-exist in the same pipeline: -
-Click to expand ```python try: @@ -312,7 +306,6 @@ The output is as follows: ```console Circular dependencies exist among these items: ['first node: ([x]) -> [y]', 'second node: ([y]) -> [x]'] ``` -
### Pipeline nodes named with the dot notation Nodes named with dot notation may behave strangely. @@ -342,8 +335,7 @@ separate folder and pointing to them with the `--template` flag. #### Creating custom templates -It is your responsibility to create functional Cookiecutter templates for custom modular pipelines. Please ensure you understand the -basic structure of a modular pipeline. Your template should render to a valid, importable Python module containing a +It is your responsibility to create functional Cookiecutter templates for custom pipelines. Please ensure you understand the basic structure of a pipeline. Your template should render to a valid, importable Python module containing a `create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate `config` and `tests` subdirectories that will be copied to the project `config` and `tests` directories when the pipeline is created. The `config` and `tests` directories need to follow the same layout as in the default template and cannot From 653dcde29b8619a6811df15475f8a0b5668a0e39 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 20:46:08 +0100 Subject: [PATCH 03/29] Fix header Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 30b4145778..e5f786c885 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -333,7 +333,7 @@ A template folder passed to `kedro pipeline create` using the `--template` argum Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a separate folder and pointing to them with the `--template` flag. -#### Creating custom templates +### Creating custom templates It is your responsibility to create functional Cookiecutter templates for custom pipelines. Please ensure you understand the basic structure of a pipeline. Your template should render to a valid, importable Python module containing a `create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate From 53f94fecf15037e47bc0fda1efcf645059f06dad Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 20:51:00 +0100 Subject: [PATCH 04/29] Change filename Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/index.md | 2 +- .../{namespaces_and_modularity.md => modular_pipelines.md} | 0 docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 3 files changed, 2 insertions(+), 2 deletions(-) rename docs/source/nodes_and_pipelines/{namespaces_and_modularity.md => modular_pipelines.md} (100%) diff --git a/docs/source/nodes_and_pipelines/index.md b/docs/source/nodes_and_pipelines/index.md index f3f4c57c95..893b100fc3 100644 --- a/docs/source/nodes_and_pipelines/index.md +++ b/docs/source/nodes_and_pipelines/index.md @@ -5,7 +5,7 @@ nodes pipeline_introduction -namespaces_and_modularity +modular_pipelines pipeline_registry micro_packaging run_a_pipeline diff --git a/docs/source/nodes_and_pipelines/namespaces_and_modularity.md b/docs/source/nodes_and_pipelines/modular_pipelines.md similarity index 100% rename from docs/source/nodes_and_pipelines/namespaces_and_modularity.md rename to docs/source/nodes_and_pipelines/modular_pipelines.md diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index e5f786c885..e2d7f39284 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -133,7 +133,7 @@ def create_pipeline(**kwargs) -> Pipeline: ``` Here it was shown that pipeline creation function have few optional parameters, you can use: - tags on a pipeline level to apply them for all nodes inside of pipeline -- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](namespaces_and_modularity.md) +- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) ## Key Pipeline methods and operations From 8678eb79e4c66a27c1a47a28e65c998988d7710a Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 20:57:58 +0100 Subject: [PATCH 05/29] Fix external link Signed-off-by: Dmitry Sorokin --- docs/source/faq/faq.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/faq/faq.md b/docs/source/faq/faq.md index fdb9502bff..3cf25f7f75 100644 --- a/docs/source/faq/faq.md +++ b/docs/source/faq/faq.md @@ -52,7 +52,7 @@ This is a growing set of technical FAQs. The [product FAQs on the Kedro website] ## Nodes and pipelines -* [How do I create a modular pipeline](../nodes_and_pipelines/modular_pipelines.md#how-do-i-create-a-modular-pipeline)? +* [How can I reuse my pipelines](../nodes_and_pipelines/modular_pipelines.md)? * [Can I use generator functions in a node](../nodes_and_pipelines/nodes.md#how-to-use-generator-functions-in-a-node)? From 23b09897ac60a0882780f5eefe2a2bf5880777ab Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 22:19:55 +0100 Subject: [PATCH 06/29] Fix external link Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/nodes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/nodes.md b/docs/source/nodes_and_pipelines/nodes.md index 956b64598c..0184ad675a 100644 --- a/docs/source/nodes_and_pipelines/nodes.md +++ b/docs/source/nodes_and_pipelines/nodes.md @@ -153,7 +153,7 @@ To tag a node, you can simply specify the `tags` argument: node(func=add, inputs=["a", "b"], outputs="sum", name="adding_a_and_b", tags="node_tag") ``` -Moreover, you can [tag all nodes in a `Pipeline`](./pipeline_introduction.md#how-to-tag-a-pipeline). If the pipeline definition contains the `tags=` argument, Kedro will attach the corresponding tag to every node within that pipeline. +Moreover, you can [tag all nodes in a `Pipeline`](./pipeline_introduction.md#pipeline-creation-structure). If the pipeline definition contains the `tags=` argument, Kedro will attach the corresponding tag to every node within that pipeline. To run a pipeline using a tag: From 682efb194437911718af6c8367f260cf7b0ce2c6 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 11 Jun 2024 22:41:29 +0100 Subject: [PATCH 07/29] Fix external links Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/pipeline_introduction.md | 6 +++--- docs/source/nodes_and_pipelines/slice_a_pipeline.md | 2 +- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index e2d7f39284..1f6e2041fe 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -6,9 +6,9 @@ Technically {py:class}`~kedro.pipeline.Pipeline` is a python class that could be Most important about kedro pipelines: - [How to create a simple pipeline](#how-to-create-a-simple-pipeline) -- [Create a new blank pipeline with kedro pipeline create command](#how-to-create-a-new-blank-pipeline-in-your-kedro-project) -- [Pipelinecreation structure](#pipeline-creation-structure) -- [Pipeline methods and operations](#pipeline-methods-and-operations) +- [Create a new blank pipeline with kedro pipeline create command](#create-a-new-blank-pipeline-with-the-kedro-pipeline-create-command) +- [Pipeline creation structure](#pipeline-creation-structure) +- [Key Pipeline methods and operations](#key-pipeline-methods-and-operations) - [Bad pipelines - rules](#bad-pipelines) - [Custom new pipeline templates](#custom-new-pipeline-templates) diff --git a/docs/source/nodes_and_pipelines/slice_a_pipeline.md b/docs/source/nodes_and_pipelines/slice_a_pipeline.md index 2324a12fb0..7c834d8b5e 100644 --- a/docs/source/nodes_and_pipelines/slice_a_pipeline.md +++ b/docs/source/nodes_and_pipelines/slice_a_pipeline.md @@ -2,7 +2,7 @@ Sometimes it is desirable to run a subset, or a 'slice' of a pipeline's nodes. In this page, we illustrate the programmatic options that Kedro provides. You can also use the [Kedro CLI to pass parameters to `kedro run`](../development/commands_reference.md#run-the-project) command and slice a pipeline. -Let's look again at the example pipeline from the [pipeline introduction documentation](./pipeline_introduction.md#how-to-build-a-pipeline), which computes the variance of a set of numbers: +Let's look again at the example pipeline from the [pipeline introduction documentation](./pipeline_introduction.md#how-to-create-a-simple-pipeline), which computes the variance of a set of numbers:
Click to expand From c8e75a185022385f99742bcbf06c4db3cde00be9 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Mon, 17 Jun 2024 10:34:28 +0100 Subject: [PATCH 08/29] Apply suggestions from code review Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Co-authored-by: Ankita Katiyar <110245118+ankatiyar@users.noreply.github.com> Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/modular_pipelines.md | 6 +++--- docs/source/nodes_and_pipelines/pipeline_introduction.md | 8 ++++---- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 67052f1bba..6c4e6961ac 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -9,7 +9,7 @@ If you want to create a new pipeline that performs the same tasks as your existi ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( - [data_science], # A name of existing pipeline + [data_science], # Name of an existing pipeline inputs = {"old_input__df_name" : "new_input_df_name"}, outputs = {"old_output_df_name" : "new_output_df_name"}, parameters = {"params: test_size1": "params: test_size2"}, @@ -19,7 +19,7 @@ This means you can easily create multiple pipelines based on the `data_science` ## What is a Namespace -If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a namespace_namenamespace_name.` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: +If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a `namespace_name` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: @@ -37,7 +37,7 @@ def create_new_pipeline(**kwargs) -> Pipeline: Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: -* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command make this easy. +* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command makes this easy. * Pipelines should **not** depend on the main Python package, as this would break portability to another project. * Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. * Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 1f6e2041fe..59a6a734fa 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -75,9 +75,9 @@ After running this command, a new pipeline with boilerplate folders and files wi ``` -If you want to do the reverse and remove that pipeline, you can use `kedro pipeline delete ` to do so or have a look to all [project-specific CLI commands list](../development/commands_reference.md#kedro-commands). +If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. ```{note} -For the full list of available CLI options, you can always run `kedro pipeline create --help` for more information. +To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. ``` ## Pipeline creation structure @@ -94,9 +94,9 @@ def create_pipeline(**kwargs) -> Pipeline: Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: - Modularity: you can easily reuse this logic across different parts of your project. - Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation -- Testing: you can write unit tests for the create_pipeline function to ensure that it correctly constructs the pipeline +- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline -Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should put: +Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: ```python # src/my_project/pipelines/{{pipeline_name}}/nodes.py From 7c93b58c26aa3111902a0e83a4657de852955e98 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 17 Jun 2024 13:51:30 +0100 Subject: [PATCH 09/29] Address review comments Signed-off-by: Dmitry Sorokin --- .../nodes_and_pipelines/modular_pipelines.md | 7 +- .../pipeline_introduction.md | 233 +++++++++--------- 2 files changed, 122 insertions(+), 118 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 6c4e6961ac..337883a232 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -1,4 +1,4 @@ -# Pipeline reusage with namespaces +# Reuse pipelines with namespaces In many typical Kedro projects, a single (“main”) pipeline increases in complexity as the project evolves. To keep your project fit for purpose, we recommend you separate your code into different pipelines (modules) that are logically isolated and can be reused. @@ -47,7 +47,10 @@ Pipelines are shareable between Kedro codebases via [micro-packaging](micro_pack * A pipeline **might** have external dependencies specified in a local `requirements.txt` file. * Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. -* These dependencies are _not_ currently installed by the [`kedro install`](../development/commands_reference.md#install-all-package-dependencies) command, and must be manually installed. +* These dependencies need to be manually installed using `pip`: +```bash +pip install -r requirements.txt +``` ## Example: Combining disconnected pipelines diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 59a6a734fa..53fa81fa95 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -1,16 +1,15 @@ # Pipelines -A pipeline is a set of [Nodes](./nodes.md) that will be automatically resolved after pipeline creation to determine the node execution order based on outputs and inputs of each node. +We previously introduced [Nodes](./nodes.md) as building blocks that represent tasks, and can be combined in a pipeline to build your workflow. A pipeline organises the dependencies and execution order of your collection of nodes, and connects inputs and outputs while keeping your code modular. The pipeline resolves dependencies to determine the node execution order, and does *not* necessarily run the nodes in the order in which they are passed in. -Technically {py:class}`~kedro.pipeline.Pipeline` is a python class that could be created using {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on Nodes or other Pipelines(in that case all nodes from that pipeline will be used). +To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class could be created using {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). -Most important about kedro pipelines: - [How to create a simple pipeline](#how-to-create-a-simple-pipeline) -- [Create a new blank pipeline with kedro pipeline create command](#create-a-new-blank-pipeline-with-the-kedro-pipeline-create-command) -- [Pipeline creation structure](#pipeline-creation-structure) -- [Key Pipeline methods and operations](#key-pipeline-methods-and-operations) -- [Bad pipelines - rules](#bad-pipelines) -- [Custom new pipeline templates](#custom-new-pipeline-templates) +- [How to use key pipeline methods and operations](#how-to-use-key-pipeline-methods-and-operations) +- [How to avoid creating bad pipelines](#how-to-avoid-creating-bad-pipelines) +- [How to create a new blank pipeline using the `kedro pipeline create` command](#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command) +- [How to structure your pipeline creation](#how-to-structure-your-pipeline-creation) +- [How to use custom new pipeline templates](#how-to-use-custom-new-pipeline-templates) ## How to create a simple pipeline @@ -40,110 +39,14 @@ variance_pipeline = pipeline( ``` -## Create a new blank pipeline with the `kedro pipeline create` command +## How to use key pipeline methods and operations -When managing your Kedro project, we recommend organising your pipelines separately to achieve modularity. This approach allows for easy copying and reuse of pipelines within and between projects. Simply put: one pipeline, one folder. To help with that, you can use the following command (the pipeline name must adhere to [Python convention](https://realpython.com/python-pep8/#naming-conventions)): - - -```bash -kedro pipeline create -``` - -After running this command, a new pipeline with boilerplate folders and files will be created in your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: - - -```text -├── conf -│ └── base -│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters -└── src - ├── my_project - │ ├── __init__.py - │ └── pipelines - │ ├── __init__.py - │ └── {{pipeline_name}} <-- This folder defines the pipeline - │ ├── __init__.py <-- So that Python treats this pipeline as a module - │ ├── nodes.py <-- To declare your nodes - │ └── pipeline.py <-- To structure the pipeline itself - └── tests - ├── __init__.py - └── pipelines - ├── __init__.py - └── {{pipeline_name}} <-- Pipeline-specific tests - ├── __init__.py - └── test_pipeline.py - -``` - -If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. -```{note} -To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. -``` - -## Pipeline creation structure - -After creating the pipeline with `kedro pipeline create`, you will find template code in `pipeline.py` that you need to fill with your actual pipeline code: - -```python -# src/my_project/pipelines/{{pipeline_name}}/pipeline.py -from kedro.pipeline import Pipeline, pipeline +- [How to use `describe` to discover what nodes are part of the pipeline](#how-to-use-describe-to-discover-what-nodes-are-part-of-the-pipeline) +- [How to merge multiple pipelines](#how-to-merge-multiple-pipelines) +- [How to receive information about the nodes in a pipeline](#how-to-receive-information-about-the-nodes-in-a-pipeline) +- [How to receive information about pipeline inputs and outputs](#how-to-receive-information-about-pipeline-inputs-and-outputs) -def create_pipeline(**kwargs) -> Pipeline: - return pipeline([]) -``` -Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: -- Modularity: you can easily reuse this logic across different parts of your project. -- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation -- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline - -Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: - -```python -# src/my_project/pipelines/{{pipeline_name}}/nodes.py -def mean(xs, n): - return sum(xs) / n - -def mean_sos(xs, n): - return sum(x**2 for x in xs) / n - -def variance(m, m2): - return m2 - m * m -``` - -```python -# src/my_project/pipelines/{{pipeline_name}}/pipelines.py -from kedro.pipeline import Pipeline, pipeline, node - -from .nodes import mean, mean_sos, variance -# Import node functions from nodes.py located in the same folder - -def create_pipeline(**kwargs) -> Pipeline: - return pipeline( - [ - node(len, "xs", "n"), - node(mean, ["xs", "n"], "m", name="mean_node", tags = "tag1"), - node(mean_sos, ["xs", "n"], "m2", name="mean_sos", tags = ["tag1", "tag2"]), - node(variance, ["m", "m2"], "v", name="variance_node"), - ], # A list of nodes and pipelines combined into a new pipeline - tags = "tag3", # Optional, each pipeline node will be tagged - namespace = "", # Optional - inputs = {}, # Optional - outputs = {}, # Optional - parameters = {}, # Optional -``` -Here it was shown that pipeline creation function have few optional parameters, you can use: -- tags on a pipeline level to apply them for all nodes inside of pipeline -- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) - -## Key Pipeline methods and operations - -You can: -- [use `describe` to discover what nodes are part of the pipeline](#use-describe-to-discover-what-nodes-are-part-of-the-pipeline) -- [merge multiple pipelines](#how-to-merge-multiple-pipelines) -- [receive information about the nodes in a pipeline](#information-about-the-nodes-in-a-pipeline) -- [receive information about pipeline inputs and outputs](#information-about-pipeline-inputs-and-outputs) - -### Use `describe` to discover what nodes are part of the pipeline +### How to use `describe` to discover what nodes are part of the pipeline ```python print(variance_pipeline.describe()) @@ -200,12 +103,10 @@ Outputs: None ``` -### Information about the nodes in a pipeline +### How to receive information about the nodes in a pipeline Pipelines provide access to their nodes in a topological order to enable custom functionality, e.g. pipeline visualisation. Each node has information about its inputs and outputs: -Click to expand - ```python nodes = variance_pipeline.nodes nodes @@ -234,7 +135,8 @@ You should see the following: ["xs"] ``` -### Information about pipeline inputs and outputs +### How to receive information about pipeline inputs and outputs + In a similar way to the above, you can use `inputs()` and `outputs()` to check the inputs and outputs of a pipeline: ```python @@ -258,7 +160,7 @@ Out[8]: {'v'} ``` -## Bad pipelines +## How to avoid creating bad pipelines A pipelines can usually readily resolve its dependencies. In some cases, resolution is not possible. In this case, the pipeline is not well-formed. @@ -321,7 +223,106 @@ This is because `.` has a special meaning internally and indicates a namespace p We recommend use of characters like `_` instead of `.` as name separators. -## Custom new pipeline templates +## How to create a new blank pipeline using the `kedro pipeline create` command + +When managing your Kedro project, we recommend organising your pipelines separately to achieve modularity. This approach allows for easy copying and reuse of pipelines within and between projects. Simply put: one pipeline, one folder. To help with that, you can use the following command (the pipeline name must adhere to [Python convention](https://realpython.com/python-pep8/#naming-conventions)): + + +```bash +kedro pipeline create +``` + +After running this command, a new pipeline with boilerplate folders and files will be created in your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: + + +```text +├── conf +│ └── base +│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters +└── src + ├── my_project + │ ├── __init__.py + │ └── pipelines + │ ├── __init__.py + │ └── {{pipeline_name}} <-- This folder defines the pipeline + │ ├── __init__.py <-- So that Python treats this pipeline as a module + │ ├── nodes.py <-- To declare your nodes + │ └── pipeline.py <-- To structure the pipeline itself + └── tests + ├── __init__.py + └── pipelines + ├── __init__.py + └── {{pipeline_name}} <-- Pipeline-specific tests + ├── __init__.py + └── test_pipeline.py + +``` + +If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. +```{note} +To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. +``` + +## How to structure your pipeline creation + +After creating the pipeline with `kedro pipeline create`, you will find template code in `pipeline.py` that you need to fill with your actual pipeline code: + +```python +# src/my_project/pipelines/{{pipeline_name}}/pipeline.py +from kedro.pipeline import Pipeline, pipeline + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline([]) +``` +Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: +- Modularity: you can easily reuse this logic across different parts of your project. +- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation +- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline + +Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: + +```python +# src/my_project/pipelines/{{pipeline_name}}/nodes.py +def mean(xs, n): + return sum(xs) / n + +def mean_sos(xs, n): + return sum(x**2 for x in xs) / n + +def variance(m, m2): + return m2 - m * m +``` + +Then we can assemble a pipeline from those nodes as follows: + +```python +# src/my_project/pipelines/{{pipeline_name}}/pipelines.py +from kedro.pipeline import Pipeline, pipeline, node + +from .nodes import mean, mean_sos, variance +# Import node functions from nodes.py located in the same folder + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [ + node(len, "xs", "n"), + node(mean, ["xs", "n"], "m", name="mean_node", tags="tag1"), + node(mean_sos, ["xs", "n"], "m2", name="mean_sos", tags=["tag1", "tag2"]), + node(variance, ["m", "m2"], "v", name="variance_node"), + ], # A list of nodes and pipelines combined into a new pipeline + tags="tag3", # Optional, each pipeline node will be tagged + namespace="", # Optional + inputs={}, # Optional + outputs={}, # Optional + parameters={}, # Optional + ) +``` +Here it was shown that pipeline creation function have few optional parameters, you can use: +- tags on a pipeline level to apply them for all nodes inside of pipeline +- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) + + +## How to use custom new pipeline templates If you want to generate a pipeline with a custom Cookiecutter template, you can save it in `/templates/pipeline`. The `kedro pipeline create` command will pick up the custom template in your project as the default. You can also specify the path to your custom From bdae1ec73d36c72e94e54c5391cadf671ac9e073 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 18 Jun 2024 09:34:57 +0100 Subject: [PATCH 10/29] Address review comments Signed-off-by: Dmitry Sorokin --- .../nodes_and_pipelines/modular_pipelines.md | 16 +++++++--- docs/source/nodes_and_pipelines/nodes.md | 2 +- .../pipeline_introduction.md | 31 +++++++++++++++++-- 3 files changed, 41 insertions(+), 8 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 337883a232..ceeea4ad07 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -4,7 +4,7 @@ In many typical Kedro projects, a single (“main”) pipeline increases in comp ## How to reuse your pipelines -If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [previous manual](pipeline_introduction.md). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: +If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](pipeline_introduction.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: @@ -24,12 +24,18 @@ If you need to try different options for training your model, constantly overwri ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( - [data_science], # A name of existing pipeline - inputs = {"old_input_df_name" : "new_input_df_name"}, - parameters = {"params: test_size1": "params: test_size2"}, - namespace = "alternative_approach", + [data_science], # Name of the existing pipeline + inputs={"old_input_df_name": "new_input_df_name"}, # Mapping old input to new input + parameters={"params:test_size1": "params:test_size2"}, # Updating parameters + namespace="alternative_approach", # Setting the namespace name ) ``` +In this example: +* The `data_science` pipeline is reused and namespaced under `alternative_approach`. +* The inputs and parameters are mapped to new names/values. +* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach`, isolating them from other pipelines. + +Namespace methods: * You can use `kedro run --namespace = namespace_name` to run only the specific namespace * [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. diff --git a/docs/source/nodes_and_pipelines/nodes.md b/docs/source/nodes_and_pipelines/nodes.md index 0184ad675a..956b64598c 100644 --- a/docs/source/nodes_and_pipelines/nodes.md +++ b/docs/source/nodes_and_pipelines/nodes.md @@ -153,7 +153,7 @@ To tag a node, you can simply specify the `tags` argument: node(func=add, inputs=["a", "b"], outputs="sum", name="adding_a_and_b", tags="node_tag") ``` -Moreover, you can [tag all nodes in a `Pipeline`](./pipeline_introduction.md#pipeline-creation-structure). If the pipeline definition contains the `tags=` argument, Kedro will attach the corresponding tag to every node within that pipeline. +Moreover, you can [tag all nodes in a `Pipeline`](./pipeline_introduction.md#how-to-tag-a-pipeline). If the pipeline definition contains the `tags=` argument, Kedro will attach the corresponding tag to every node within that pipeline. To run a pipeline using a tag: diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 53fa81fa95..e04b05006b 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -6,6 +6,7 @@ To benefit from Kedro's automatic dependency resolution, you can chain your node - [How to create a simple pipeline](#how-to-create-a-simple-pipeline) - [How to use key pipeline methods and operations](#how-to-use-key-pipeline-methods-and-operations) +- [How to tag a pipeline](#how-to-tag-a-pipeline) - [How to avoid creating bad pipelines](#how-to-avoid-creating-bad-pipelines) - [How to create a new blank pipeline using the `kedro pipeline create` command](#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command) - [How to structure your pipeline creation](#how-to-structure-your-pipeline-creation) @@ -38,6 +39,14 @@ variance_pipeline = pipeline( ) ``` +Kedro determines the order of execution of these nodes based on the inputs and outputs specified for each node. In this example: +1. The first node computes the length of `xs` and outputs it as `n`. +2. The second node calculates the mean using `xs` and `n`, and outputs it as `m`. +3. The third node computes the mean sum of squares (mean_sos) using `xs` and `n`, and outputs it as `m2`. +4. The fourth node calculates the variance using the mean (`m`) and mean sum of squares (`m2`), and outputs it as `v`. + +Kedro's dependency resolution ensures that each node runs only after its required inputs are available from the outputs of previous nodes. This way, the nodes are executed in the correct order automatically, based on the defined dependencies. + ## How to use key pipeline methods and operations @@ -160,6 +169,25 @@ Out[8]: {'v'} ``` +## How to tag a pipeline + +You can also tag your pipeline by providing the `tags` argument, which will tag all of the pipeline's nodes. In the following example, both nodes are tagged with `pipeline_tag`. + +```python +pipeline = pipeline( + [node(..., name="node1"), node(..., name="node2")], tags="pipeline_tag" +) +``` + +You can combine pipeline tagging with node tagging. In the following example, `node1` and `node2` are tagged with `pipeline_tag`, while `node2` also has a `node_tag`. + +```python +pipeline = pipeline( + [node(..., name="node1"), node(..., name="node2", tags="node_tag")], + tags="pipeline_tag", +) +``` + ## How to avoid creating bad pipelines A pipelines can usually readily resolve its dependencies. In some cases, resolution is not possible. In this case, the pipeline is not well-formed. @@ -225,8 +253,7 @@ We recommend use of characters like `_` instead of `.` as name separators. ## How to create a new blank pipeline using the `kedro pipeline create` command -When managing your Kedro project, we recommend organising your pipelines separately to achieve modularity. This approach allows for easy copying and reuse of pipelines within and between projects. Simply put: one pipeline, one folder. To help with that, you can use the following command (the pipeline name must adhere to [Python convention](https://realpython.com/python-pep8/#naming-conventions)): - +When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, you can use the following command (the pipeline name must adhere to [Python naming conventions](https://realpython.com/python-pep8/#naming-conventions)): ```bash kedro pipeline create From 3d37b5c121692c642103071db4ed1e26f4d0b8ef Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Thu, 20 Jun 2024 10:44:22 +0100 Subject: [PATCH 11/29] Apply suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Nok Lam Chan Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/modular_pipelines.md | 2 +- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index ceeea4ad07..512a6c0539 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -10,7 +10,7 @@ If you want to create a new pipeline that performs the same tasks as your existi def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( [data_science], # Name of an existing pipeline - inputs = {"old_input__df_name" : "new_input_df_name"}, + inputs = {"old_input_df_name" : "new_input_df_name"}, outputs = {"old_output_df_name" : "new_output_df_name"}, parameters = {"params: test_size1": "params: test_size2"}, ) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index e04b05006b..675fc9ca0a 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -253,7 +253,7 @@ We recommend use of characters like `_` instead of `.` as name separators. ## How to create a new blank pipeline using the `kedro pipeline create` command -When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, you can use the following command (the pipeline name must adhere to [Python naming conventions](https://realpython.com/python-pep8/#naming-conventions)): +When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](./modular_pipelines), which are described in the next section. ```bash kedro pipeline create From c907c28b4c0e211ece4822aefbdc9657f1fb3e7c Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Thu, 20 Jun 2024 13:44:52 +0100 Subject: [PATCH 12/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/index.md | 1 + .../nodes_and_pipelines/modular_pipelines.md | 293 ++++++------------ docs/source/nodes_and_pipelines/namespaces.md | 221 +++++++++++++ .../pipeline_introduction.md | 160 ++-------- .../nodes_and_pipelines/slice_a_pipeline.md | 2 +- 5 files changed, 344 insertions(+), 333 deletions(-) create mode 100644 docs/source/nodes_and_pipelines/namespaces.md diff --git a/docs/source/nodes_and_pipelines/index.md b/docs/source/nodes_and_pipelines/index.md index 893b100fc3..a017540100 100644 --- a/docs/source/nodes_and_pipelines/index.md +++ b/docs/source/nodes_and_pipelines/index.md @@ -6,6 +6,7 @@ nodes pipeline_introduction modular_pipelines +namespaces pipeline_registry micro_packaging run_a_pipeline diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 512a6c0539..41fd3c031c 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -1,223 +1,136 @@ -# Reuse pipelines with namespaces +# Modular pipelines -In many typical Kedro projects, a single (“main”) pipeline increases in complexity as the project evolves. To keep your project fit for purpose, we recommend you separate your code into different pipelines (modules) that are logically isolated and can be reused. +In many typical Kedro projects, a single (“main”) pipeline increases in complexity as the project evolves. To keep your project fit for purpose, we recommend you **separate your code into different pipelines (modules)** that are logically isolated and can be reused. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. -## How to reuse your pipelines +Kedro supports this concept of modular pipelines with the following tools: +- [How to create a new blank pipeline using the `kedro pipeline create` command](#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command) +- [How to structure your pipeline creation](#how-to-structure-your-pipeline-creation) +- [How to use custom new pipeline templates](#how-to-use-custom-new-pipeline-templates) -If you want to create a new pipeline that performs the same tasks as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](pipeline_introduction.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: -```python -def create_new_pipeline(**kwargs) -> Pipeline: - return pipeline( - [data_science], # Name of an existing pipeline - inputs = {"old_input_df_name" : "new_input_df_name"}, - outputs = {"old_output_df_name" : "new_output_df_name"}, - parameters = {"params: test_size1": "params: test_size2"}, - ) -``` -This means you can easily create multiple pipelines based on the `data_science` pipeline to test different approaches with various input datasets and model training parameters. - -## What is a Namespace - -If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a `namespace_name` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: - -```python -def create_new_pipeline(**kwargs) -> Pipeline: - return pipeline( - [data_science], # Name of the existing pipeline - inputs={"old_input_df_name": "new_input_df_name"}, # Mapping old input to new input - parameters={"params:test_size1": "params:test_size2"}, # Updating parameters - namespace="alternative_approach", # Setting the namespace name - ) -``` -In this example: -* The `data_science` pipeline is reused and namespaced under `alternative_approach`. -* The inputs and parameters are mapped to new names/values. -* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach`, isolating them from other pipelines. - -Namespace methods: -* You can use `kedro run --namespace = namespace_name` to run only the specific namespace -* [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. +## How to create a new blank pipeline using the `kedro pipeline create` command -## How to share your pipelines +To assist with creating a new pipeline that supports the modularity concept, you can use the following command (the pipeline name must adhere to [Python naming conventions](https://realpython.com/python-pep8/#naming-conventions)): -Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: - -* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command makes this easy. -* Pipelines should **not** depend on the main Python package, as this would break portability to another project. -* Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. -* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. -* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. - -## Providing pipeline specific dependencies - -* A pipeline **might** have external dependencies specified in a local `requirements.txt` file. -* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. -* These dependencies need to be manually installed using `pip`: ```bash -pip install -r requirements.txt +kedro pipeline create ``` -## Example: Combining disconnected pipelines - -Sometimes two pipelines must be connected, but do not share any catalog dependencies. In this example, there is a `lunch_pipeline`, which makes us lunch. The 'verbs', `defrost` and `eat`, are Python functions and the inputs/outputs are food at different points of the process (`frozen`, `thawed` and `food`). - -```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -lunch_pipeline = pipeline([node(func=eat, inputs="food", outputs=None)]) +After running this command, a new pipeline with boilerplate folders and files will be created in your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: + + +```text +├── conf +│ └── base +│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters +└── src + ├── my_project + │ ├── __init__.py + │ └── pipelines + │ ├── __init__.py + │ └── {{pipeline_name}} <-- This folder defines the pipeline + │ ├── __init__.py <-- So that Python treats this pipeline as a module + │ ├── nodes.py <-- To declare your nodes + │ └── pipeline.py <-- To structure the pipeline itself + └── tests + ├── __init__.py + └── pipelines + ├── __init__.py + └── {{pipeline_name}} <-- Pipeline-specific tests + ├── __init__.py + └── test_pipeline.py -cook_pipeline + lunch_pipeline ``` -This combination will visualise since it's valid pre-runtime, but it will not run since `food` is not an output of the `cook_pipeline` because the output of the `cook_pipeline` is `grilled_veg`: - -![disjoined](../meta/images/cook_disjointed.png) - -* Combining `cook_pipeline + lunch_pipeline` will not work since `food` doesn't exist as an output of the `cook_pipeline`. -* In this case, we will need to map `grilled_veg` to the expected input of `food`. - -The wrapper allows us to provide a mapping and fix this disconnect. - -```python -from kedro.pipeline.modular_pipeline import pipeline - -prep_pipeline = pipeline(pipe=cook_pipeline, outputs={"grilled_veg": "food"}) - -meal_pipeline = prep_pipeline + lunch_pipeline -``` - -Providing this input/output override will join up the pipeline nicely: - -![joined](../meta/images/cook_joined.png) - +If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. ```{note} -In this example we have used the `+` operator to join two pipelines. You can also use `sum()` or pass a list of pipelines to the `pipe` argument. +To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. ``` +## How to structure your pipeline creation -## Example: Using a modular pipeline multiple times - -Reusing pipelines for slightly different purposes can be a real accelerator for teams and organisations when they reach a certain scale. In the real world, one could imagine pipelines with responsibilities like profiling or feature engineering being reused within the same project or even across projects via [micro-packaging](micro_packaging.md). - -* In an ideal world, we would like to use the `cook_pipeline` twice as you would `defrost` and `grill` multiple meals beyond the `veg` currently hard-coded. -* Namespaces allow you to instantiate the same pipeline multiple times and keep operations isolated. -* Like one provides arguments to a class' constructor, you can provide overriding inputs/outputs/parameters to the `pipeline()` wrapper. - -```{note} -The set of overriding inputs and outputs must be a subset of the reused pipeline's "free" inputs and outputs, respectively. A free input is an input that isn't generated by a node in the pipeline, while a free output is an output that isn't consumed by a node in the pipeline. {py:meth}`Pipeline.inputs() ` and {py:meth}`Pipeline.outputs() ` can be used to list a pipeline's free inputs and outputs, respectively. -``` +After creating the pipeline with `kedro pipeline create`, you will find template code in `pipeline.py` that you need to fill with your actual pipeline code: ```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg", name="defrost_node"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -eat_breakfast_pipeline = pipeline( - [node(func=eat_breakfast, inputs="breakfast_food", outputs=None)] -) -eat_lunch_pipeline = pipeline([node(func=eat_lunch, inputs="lunch_food", outputs=None)]) - -cook_pipeline + eat_breakfast_pipeline + eat_lunch_pipeline -``` +# src/my_project/pipelines/{{pipeline_name}}/pipeline.py +from kedro.pipeline import Pipeline, pipeline -If we visualise the snippet above, we see a disjointed pipeline: +def create_pipeline(**kwargs) -> Pipeline: + return pipeline([]) +``` +Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: +- Modularity: you can easily reuse this logic across different parts of your project. +- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation +- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline -* We need to "defrost" two different types of food via different pipelines. -* We cannot use the `cook_pipeline` twice because the internal dataset names will conflict. -* Mapping all datasets via the `pipeline()` wrapper will also cause conflicts. +Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: -![cook no namespace](../meta/images/cook_no_namespace.png) +```python +# src/my_project/pipelines/{{pipeline_name}}/nodes.py +def mean(xs, n): + return sum(xs) / n -Adding namespaces solves this issue: +def mean_sos(xs, n): + return sum(x**2 for x in xs) / n -```python -cook_breakfast_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "breakfast_food"}, - namespace="breakfast", -) -cook_lunch_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "lunch_food"}, - namespace="lunch", -) - -final_pipeline = ( - cook_breakfast_pipeline - + eat_breakfast_pipeline - + cook_lunch_pipeline - + eat_lunch_pipeline -) +def variance(m, m2): + return m2 - m * m ``` -* `namespace="lunch"` renames all datasets and nodes, prefixing them with `"lunch."`. -* The datasets that we explicitly "freeze" (`frozen_veg`) or remap (`grilled_veg`) are not affected/prefixed. -* Remapping free outputs is required since "breakfast_food" and "lunch_food" are the names expected by the `eat_breakfast_pipeline` and `eat_lunch_pipeline` respectively. -* The resulting pipeline now has two separate nodes, `breakfast.defrost_node` and `lunch.defrost_node`. -* Also two separate datasets `breakfast.veg` and `lunch.veg` connect the nodes inside the pipelines, causing no confusion between them. +Then we can assemble a pipeline from those nodes as follows: -![namespaced](../meta/images/cook_namespaced.gif) +```python +# src/my_project/pipelines/{{pipeline_name}}/pipelines.py +from kedro.pipeline import Pipeline, pipeline, node -* Visualising the `final_pipeline` highlights how namespaces become 'super nodes' which encapsulate the wrapped pipeline. -* This example demonstrates how we can reuse the same `cook_pipeline` with slightly different arguments. -* Namespaces can also be arbitrarily nested with the `.` character. -* `kedro run --namespace=` could be used to only run nodes with a specific namespace. +from .nodes import mean, mean_sos, variance +# Import node functions from nodes.py located in the same folder -```{note} -`parameters` references will not be namespaced, but `params:` references will. +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [ + node(len, "xs", "n"), + node(mean, ["xs", "n"], "m", name="mean_node", tags="tag1"), + node(mean_sos, ["xs", "n"], "m2", name="mean_sos", tags=["tag1", "tag2"]), + node(variance, ["m", "m2"], "v", name="variance_node"), + ], # A list of nodes and pipelines combined into a new pipeline + tags="tag3", # Optional, each pipeline node will be tagged + namespace="", # Optional + inputs={}, # Optional + outputs={}, # Optional + parameters={}, # Optional + ) ``` +Here it was shown that pipeline creation function have few optional parameters, you can use: +- tags on a pipeline level to apply them for all nodes inside of pipeline +- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) -## Example: How to reuse a pipeline with different parameters - - Mapping parameter values is very similar to the way we map inputs and outputs. -* We instantiate the `template_pipeline` twice, but pass in different parameters. -* `input1` and `input2` are 'frozen' and thus shared in both instances. -* `params:override_me` does not actually exist and is designed to be overridden in both cases. -* Providing a namespace isolates the intermediate operation and visualises nicely. +## How to use custom new pipeline templates -```python -template_pipeline = pipeline( - [ - node( - func=node_func1, - inputs=["input1", "input2", "params:override_me"], - outputs="intermediary_output", - ), - node( - func=node_func2, - inputs="intermediary_output", - outputs="output", - ), - ] -) - -alpha_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:alpha"}, - namespace="alpha", -) - -beta_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:beta"}, - namespace="beta", -) - -final_pipeline = alpha_pipeline + beta_pipeline +If you want to generate a pipeline with a custom Cookiecutter template, you can save it in `/templates/pipeline`. +The `kedro pipeline create` command will pick up the custom template in your project as the default. You can also specify the path to your custom +Cookiecutter pipeline template with the `--template` flag like this: +```bash +kedro pipeline create --template ``` - -![namespaced_params](../meta/images/cook_params.png) +A template folder passed to `kedro pipeline create` using the `--template` argument will take precedence over any local templates. +Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a +separate folder and pointing to them with the `--template` flag. + +### Creating custom templates + +It is your responsibility to create functional Cookiecutter templates for custom pipelines. Please ensure you understand the basic structure of a pipeline. Your template should render to a valid, importable Python module containing a +`create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate +`config` and `tests` subdirectories that will be copied to the project `config` and `tests` directories when the pipeline is created. +The `config` and `tests` directories need to follow the same layout as in the default template and cannot +be customised, although the contents of the parameters and actual test file can be changed. File and folder names or structure +do not matter beyond that and can be customised according to your needs. You can use [the +default template that Kedro](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline) uses as a starting point. + +Pipeline templates are rendered using [Cookiecutter](https://cookiecutter.readthedocs.io/), and must also contain a `cookiecutter.json` +See the [`cookiecutter.json` file in the Kedro default template](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline/cookiecutter.json) for an example. +It is important to note that if you are embedding your custom pipeline template within a +Kedro starter template, you must tell Cookiecutter not to render this template when creating a new project from the starter. To do this, +you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readthedocs.io/en/stable/advanced/copy_without_render.html) to the `cookiecutter.json` file for the starter +and not the `cookiecutter.json` for the pipeline template. diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md new file mode 100644 index 0000000000..f78f09ef25 --- /dev/null +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -0,0 +1,221 @@ +# Reuse pipelines with namespaces + +## How to reuse your pipelines + +If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: + +```python +def create_new_pipeline(**kwargs) -> Pipeline: + return pipeline( + [data_science], # Name of an existing pipeline + inputs = {"old_input_df_name" : "new_input_df_name"}, + outputs = {"old_output_df_name" : "new_output_df_name"}, + parameters = {"params: test_size1": "params: test_size2"}, + ) +``` +This means you can easily create multiple pipelines based on the `data_science` pipeline to test different approaches with various input datasets and model training parameters. + +## What is a Namespace + +If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a `namespace_name` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: + +```python +def create_new_pipeline(**kwargs) -> Pipeline: + return pipeline( + [data_science], # Name of the existing pipeline + inputs={"old_input_df_name": "new_input_df_name"}, # Mapping old input to new input + parameters={"params:test_size1": "params:test_size2"}, # Updating parameters + namespace="alternative_approach", # Setting the namespace name + ) +``` +In this example: +* The `data_science` pipeline is reused and namespaced under `alternative_approach`. +* The inputs and parameters are mapped to new names/values. +* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach`, isolating them from other pipelines. + +Namespace methods: +* You can use `kedro run --namespace = namespace_name` to run only the specific namespace +* [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. + +## How to share your pipelines + +Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: + +* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command makes this easy. +* Pipelines should **not** depend on the main Python package, as this would break portability to another project. +* Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. +* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. +* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. + +## Providing pipeline specific dependencies + +* A pipeline **might** have external dependencies specified in a local `requirements.txt` file. +* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. +* These dependencies need to be manually installed using `pip`: +```bash +pip install -r requirements.txt +``` + +## Example: Combining disconnected pipelines + +Sometimes two pipelines must be connected, but do not share any catalog dependencies. In this example, there is a `lunch_pipeline`, which makes us lunch. The 'verbs', `defrost` and `eat`, are Python functions and the inputs/outputs are food at different points of the process (`frozen`, `thawed` and `food`). + +```python +cook_pipeline = pipeline( + [ + node(func=defrost, inputs="frozen_veg", outputs="veg"), + node(func=grill, inputs="veg", outputs="grilled_veg"), + ] +) + +lunch_pipeline = pipeline([node(func=eat, inputs="food", outputs=None)]) + +cook_pipeline + lunch_pipeline +``` + +This combination will visualise since it's valid pre-runtime, but it will not run since `food` is not an output of the `cook_pipeline` because the output of the `cook_pipeline` is `grilled_veg`: + +![disjoined](../meta/images/cook_disjointed.png) + +* Combining `cook_pipeline + lunch_pipeline` will not work since `food` doesn't exist as an output of the `cook_pipeline`. +* In this case, we will need to map `grilled_veg` to the expected input of `food`. + +The wrapper allows us to provide a mapping and fix this disconnect. + +```python +from kedro.pipeline.modular_pipeline import pipeline + +prep_pipeline = pipeline(pipe=cook_pipeline, outputs={"grilled_veg": "food"}) + +meal_pipeline = prep_pipeline + lunch_pipeline +``` + +Providing this input/output override will join up the pipeline nicely: + +![joined](../meta/images/cook_joined.png) + +```{note} +In this example we have used the `+` operator to join two pipelines. You can also use `sum()` or pass a list of pipelines to the `pipe` argument. +``` + + +## Example: Using a modular pipeline multiple times + +Reusing pipelines for slightly different purposes can be a real accelerator for teams and organisations when they reach a certain scale. In the real world, one could imagine pipelines with responsibilities like profiling or feature engineering being reused within the same project or even across projects via [micro-packaging](micro_packaging.md). + +* In an ideal world, we would like to use the `cook_pipeline` twice as you would `defrost` and `grill` multiple meals beyond the `veg` currently hard-coded. +* Namespaces allow you to instantiate the same pipeline multiple times and keep operations isolated. +* Like one provides arguments to a class' constructor, you can provide overriding inputs/outputs/parameters to the `pipeline()` wrapper. + +```{note} +The set of overriding inputs and outputs must be a subset of the reused pipeline's "free" inputs and outputs, respectively. A free input is an input that isn't generated by a node in the pipeline, while a free output is an output that isn't consumed by a node in the pipeline. {py:meth}`Pipeline.inputs() ` and {py:meth}`Pipeline.outputs() ` can be used to list a pipeline's free inputs and outputs, respectively. +``` + +```python +cook_pipeline = pipeline( + [ + node(func=defrost, inputs="frozen_veg", outputs="veg", name="defrost_node"), + node(func=grill, inputs="veg", outputs="grilled_veg"), + ] +) + +eat_breakfast_pipeline = pipeline( + [node(func=eat_breakfast, inputs="breakfast_food", outputs=None)] +) +eat_lunch_pipeline = pipeline([node(func=eat_lunch, inputs="lunch_food", outputs=None)]) + +cook_pipeline + eat_breakfast_pipeline + eat_lunch_pipeline +``` + +If we visualise the snippet above, we see a disjointed pipeline: + +* We need to "defrost" two different types of food via different pipelines. +* We cannot use the `cook_pipeline` twice because the internal dataset names will conflict. +* Mapping all datasets via the `pipeline()` wrapper will also cause conflicts. + +![cook no namespace](../meta/images/cook_no_namespace.png) + +Adding namespaces solves this issue: + +```python +cook_breakfast_pipeline = pipeline( + pipe=cook_pipeline, + inputs="frozen_veg", # inputs stay the same, don't namespace + outputs={"grilled_veg": "breakfast_food"}, + namespace="breakfast", +) +cook_lunch_pipeline = pipeline( + pipe=cook_pipeline, + inputs="frozen_veg", # inputs stay the same, don't namespace + outputs={"grilled_veg": "lunch_food"}, + namespace="lunch", +) + +final_pipeline = ( + cook_breakfast_pipeline + + eat_breakfast_pipeline + + cook_lunch_pipeline + + eat_lunch_pipeline +) +``` + +* `namespace="lunch"` renames all datasets and nodes, prefixing them with `"lunch."`. +* The datasets that we explicitly "freeze" (`frozen_veg`) or remap (`grilled_veg`) are not affected/prefixed. +* Remapping free outputs is required since "breakfast_food" and "lunch_food" are the names expected by the `eat_breakfast_pipeline` and `eat_lunch_pipeline` respectively. +* The resulting pipeline now has two separate nodes, `breakfast.defrost_node` and `lunch.defrost_node`. +* Also two separate datasets `breakfast.veg` and `lunch.veg` connect the nodes inside the pipelines, causing no confusion between them. + +![namespaced](../meta/images/cook_namespaced.gif) + +* Visualising the `final_pipeline` highlights how namespaces become 'super nodes' which encapsulate the wrapped pipeline. +* This example demonstrates how we can reuse the same `cook_pipeline` with slightly different arguments. +* Namespaces can also be arbitrarily nested with the `.` character. +* `kedro run --namespace=` could be used to only run nodes with a specific namespace. + +```{note} +`parameters` references will not be namespaced, but `params:` references will. +``` + +## Example: How to reuse a pipeline with different parameters + + Mapping parameter values is very similar to the way we map inputs and outputs. + +* We instantiate the `template_pipeline` twice, but pass in different parameters. +* `input1` and `input2` are 'frozen' and thus shared in both instances. +* `params:override_me` does not actually exist and is designed to be overridden in both cases. +* Providing a namespace isolates the intermediate operation and visualises nicely. + +```python +template_pipeline = pipeline( + [ + node( + func=node_func1, + inputs=["input1", "input2", "params:override_me"], + outputs="intermediary_output", + ), + node( + func=node_func2, + inputs="intermediary_output", + outputs="output", + ), + ] +) + +alpha_pipeline = pipeline( + pipe=template_pipeline, + inputs={"input1", "input2"}, + parameters={"params:override_me": "params:alpha"}, + namespace="alpha", +) + +beta_pipeline = pipeline( + pipe=template_pipeline, + inputs={"input1", "input2"}, + parameters={"params:override_me": "params:beta"}, + namespace="beta", +) + +final_pipeline = alpha_pipeline + beta_pipeline +``` + +![namespaced_params](../meta/images/cook_params.png) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 675fc9ca0a..14250f9971 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -1,18 +1,24 @@ -# Pipelines +# Pipeline objects We previously introduced [Nodes](./nodes.md) as building blocks that represent tasks, and can be combined in a pipeline to build your workflow. A pipeline organises the dependencies and execution order of your collection of nodes, and connects inputs and outputs while keeping your code modular. The pipeline resolves dependencies to determine the node execution order, and does *not* necessarily run the nodes in the order in which they are passed in. To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class could be created using {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). -- [How to create a simple pipeline](#how-to-create-a-simple-pipeline) -- [How to use key pipeline methods and operations](#how-to-use-key-pipeline-methods-and-operations) +- [How to build a pipeline](#how-to-build-a-pipeline) +- [How to use `describe` to discover what nodes are part of the pipeline](#how-to-use-describe-to-discover-what-nodes-are-part-of-the-pipeline) +- [How to merge multiple pipelines](#how-to-merge-multiple-pipelines) +- [How to receive information about the nodes in a pipeline](#how-to-receive-information-about-the-nodes-in-a-pipeline) +- [How to receive information about pipeline inputs and outputs](#how-to-receive-information-about-pipeline-inputs-and-outputs) - [How to tag a pipeline](#how-to-tag-a-pipeline) - [How to avoid creating bad pipelines](#how-to-avoid-creating-bad-pipelines) -- [How to create a new blank pipeline using the `kedro pipeline create` command](#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command) -- [How to structure your pipeline creation](#how-to-structure-your-pipeline-creation) -- [How to use custom new pipeline templates](#how-to-use-custom-new-pipeline-templates) +- [How to store pipeline code in a kedro project](#how-to-store-pipeline-code-in-a-kedro-project) + + + -## How to create a simple pipeline + + +## How to build a pipeline In the following example, we construct a simple pipeline that computes the variance of a set of numbers. In practice, pipelines can use more complicated node definitions, and the variables they use usually correspond to entire datasets: @@ -48,14 +54,7 @@ Kedro determines the order of execution of these nodes based on the inputs and o Kedro's dependency resolution ensures that each node runs only after its required inputs are available from the outputs of previous nodes. This way, the nodes are executed in the correct order automatically, based on the defined dependencies. -## How to use key pipeline methods and operations - -- [How to use `describe` to discover what nodes are part of the pipeline](#how-to-use-describe-to-discover-what-nodes-are-part-of-the-pipeline) -- [How to merge multiple pipelines](#how-to-merge-multiple-pipelines) -- [How to receive information about the nodes in a pipeline](#how-to-receive-information-about-the-nodes-in-a-pipeline) -- [How to receive information about pipeline inputs and outputs](#how-to-receive-information-about-pipeline-inputs-and-outputs) - -### How to use `describe` to discover what nodes are part of the pipeline +## How to use `describe` to discover what nodes are part of the pipeline ```python print(variance_pipeline.describe()) @@ -77,7 +76,7 @@ Outputs: v ################################## ``` -### How to merge multiple pipelines +## How to merge multiple pipelines You can merge multiple pipelines as shown below. Note that, in this case, `pipeline_de` and `pipeline_ds` are expanded to a list of their underlying nodes and these are merged together: @@ -112,7 +111,7 @@ Outputs: None ``` -### How to receive information about the nodes in a pipeline +## How to receive information about the nodes in a pipeline Pipelines provide access to their nodes in a topological order to enable custom functionality, e.g. pipeline visualisation. Each node has information about its inputs and outputs: @@ -144,7 +143,7 @@ You should see the following: ["xs"] ``` -### How to receive information about pipeline inputs and outputs +## How to receive information about pipeline inputs and outputs In a similar way to the above, you can use `inputs()` and `outputs()` to check the inputs and outputs of a pipeline: @@ -251,129 +250,6 @@ This is because `.` has a special meaning internally and indicates a namespace p We recommend use of characters like `_` instead of `.` as name separators. -## How to create a new blank pipeline using the `kedro pipeline create` command +## How to store pipeline code in a kedro project When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](./modular_pipelines), which are described in the next section. - -```bash -kedro pipeline create -``` - -After running this command, a new pipeline with boilerplate folders and files will be created in your project. For your convenience, Kedro gives you a pipeline-specific `nodes.py`, `pipeline.py`, parameters file and appropriate `tests` structure. It also adds the appropriate `__init__.py` files. You can see the generated folder structure below: - - -```text -├── conf -│ └── base -│ └── parameters_{{pipeline_name}}.yml <-- Pipeline-specific parameters -└── src - ├── my_project - │ ├── __init__.py - │ └── pipelines - │ ├── __init__.py - │ └── {{pipeline_name}} <-- This folder defines the pipeline - │ ├── __init__.py <-- So that Python treats this pipeline as a module - │ ├── nodes.py <-- To declare your nodes - │ └── pipeline.py <-- To structure the pipeline itself - └── tests - ├── __init__.py - └── pipelines - ├── __init__.py - └── {{pipeline_name}} <-- Pipeline-specific tests - ├── __init__.py - └── test_pipeline.py - -``` - -If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. -```{note} -To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. -``` - -## How to structure your pipeline creation - -After creating the pipeline with `kedro pipeline create`, you will find template code in `pipeline.py` that you need to fill with your actual pipeline code: - -```python -# src/my_project/pipelines/{{pipeline_name}}/pipeline.py -from kedro.pipeline import Pipeline, pipeline - -def create_pipeline(**kwargs) -> Pipeline: - return pipeline([]) -``` -Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: -- Modularity: you can easily reuse this logic across different parts of your project. -- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation -- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline - -Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: - -```python -# src/my_project/pipelines/{{pipeline_name}}/nodes.py -def mean(xs, n): - return sum(xs) / n - -def mean_sos(xs, n): - return sum(x**2 for x in xs) / n - -def variance(m, m2): - return m2 - m * m -``` - -Then we can assemble a pipeline from those nodes as follows: - -```python -# src/my_project/pipelines/{{pipeline_name}}/pipelines.py -from kedro.pipeline import Pipeline, pipeline, node - -from .nodes import mean, mean_sos, variance -# Import node functions from nodes.py located in the same folder - -def create_pipeline(**kwargs) -> Pipeline: - return pipeline( - [ - node(len, "xs", "n"), - node(mean, ["xs", "n"], "m", name="mean_node", tags="tag1"), - node(mean_sos, ["xs", "n"], "m2", name="mean_sos", tags=["tag1", "tag2"]), - node(variance, ["m", "m2"], "v", name="variance_node"), - ], # A list of nodes and pipelines combined into a new pipeline - tags="tag3", # Optional, each pipeline node will be tagged - namespace="", # Optional - inputs={}, # Optional - outputs={}, # Optional - parameters={}, # Optional - ) -``` -Here it was shown that pipeline creation function have few optional parameters, you can use: -- tags on a pipeline level to apply them for all nodes inside of pipeline -- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) - - -## How to use custom new pipeline templates - -If you want to generate a pipeline with a custom Cookiecutter template, you can save it in `/templates/pipeline`. -The `kedro pipeline create` command will pick up the custom template in your project as the default. You can also specify the path to your custom -Cookiecutter pipeline template with the `--template` flag like this: -```bash -kedro pipeline create --template -``` -A template folder passed to `kedro pipeline create` using the `--template` argument will take precedence over any local templates. -Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a -separate folder and pointing to them with the `--template` flag. - -### Creating custom templates - -It is your responsibility to create functional Cookiecutter templates for custom pipelines. Please ensure you understand the basic structure of a pipeline. Your template should render to a valid, importable Python module containing a -`create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate -`config` and `tests` subdirectories that will be copied to the project `config` and `tests` directories when the pipeline is created. -The `config` and `tests` directories need to follow the same layout as in the default template and cannot -be customised, although the contents of the parameters and actual test file can be changed. File and folder names or structure -do not matter beyond that and can be customised according to your needs. You can use [the -default template that Kedro](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline) uses as a starting point. - -Pipeline templates are rendered using [Cookiecutter](https://cookiecutter.readthedocs.io/), and must also contain a `cookiecutter.json` -See the [`cookiecutter.json` file in the Kedro default template](https://github.com/kedro-org/kedro/tree/main/kedro/templates/pipeline/cookiecutter.json) for an example. -It is important to note that if you are embedding your custom pipeline template within a -Kedro starter template, you must tell Cookiecutter not to render this template when creating a new project from the starter. To do this, -you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readthedocs.io/en/stable/advanced/copy_without_render.html) to the `cookiecutter.json` file for the starter -and not the `cookiecutter.json` for the pipeline template. diff --git a/docs/source/nodes_and_pipelines/slice_a_pipeline.md b/docs/source/nodes_and_pipelines/slice_a_pipeline.md index 7c834d8b5e..2324a12fb0 100644 --- a/docs/source/nodes_and_pipelines/slice_a_pipeline.md +++ b/docs/source/nodes_and_pipelines/slice_a_pipeline.md @@ -2,7 +2,7 @@ Sometimes it is desirable to run a subset, or a 'slice' of a pipeline's nodes. In this page, we illustrate the programmatic options that Kedro provides. You can also use the [Kedro CLI to pass parameters to `kedro run`](../development/commands_reference.md#run-the-project) command and slice a pipeline. -Let's look again at the example pipeline from the [pipeline introduction documentation](./pipeline_introduction.md#how-to-create-a-simple-pipeline), which computes the variance of a set of numbers: +Let's look again at the example pipeline from the [pipeline introduction documentation](./pipeline_introduction.md#how-to-build-a-pipeline), which computes the variance of a set of numbers:
Click to expand From e235a24c062453f2aec63c91491a9d7ce200323e Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Thu, 20 Jun 2024 13:53:27 +0100 Subject: [PATCH 13/29] Fix old links Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/modular_pipelines.md | 2 +- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 41fd3c031c..e3ea6e7a68 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -103,7 +103,7 @@ def create_pipeline(**kwargs) -> Pipeline: ``` Here it was shown that pipeline creation function have few optional parameters, you can use: - tags on a pipeline level to apply them for all nodes inside of pipeline -- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find [here](modular_pipelines.md) +- namespace, inputs, outputs and parameters to reuse pipelines. More about that you can find at [Reuse pipelines with namespaces](namespaces.md) ## How to use custom new pipeline templates diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 14250f9971..fd7e9ca1da 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -252,4 +252,4 @@ We recommend use of characters like `_` instead of `.` as name separators. ## How to store pipeline code in a kedro project -When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](./modular_pipelines), which are described in the next section. +When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](modular_pipelines.md), which are described in the next section. From 7b06d9c1bba8629d9ff3b69081f8e6702e897e7a Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Fri, 21 Jun 2024 10:04:31 +0100 Subject: [PATCH 14/29] Apply suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/modular_pipelines.md | 2 +- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index e3ea6e7a68..bb3f7fc26f 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -44,7 +44,7 @@ After running this command, a new pipeline with boilerplate folders and files wi If you want to delete an existing pipeline, you can use `kedro pipeline delete ` to do so. ```{note} -To see the full list of available CLI options, you can run `kedro pipeline create --help` for more information. +To see the full list of available CLI options, you can run `kedro pipeline create --help`. ``` ## How to structure your pipeline creation diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index fd7e9ca1da..fd6bcb5c69 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -51,7 +51,7 @@ Kedro determines the order of execution of these nodes based on the inputs and o 3. The third node computes the mean sum of squares (mean_sos) using `xs` and `n`, and outputs it as `m2`. 4. The fourth node calculates the variance using the mean (`m`) and mean sum of squares (`m2`), and outputs it as `v`. -Kedro's dependency resolution ensures that each node runs only after its required inputs are available from the outputs of previous nodes. This way, the nodes are executed in the correct order automatically, based on the defined dependencies. +Kedro's dependency resolution algorithm ensures that each node runs only after its required inputs are available from the outputs of previous nodes. This way, the nodes are executed in the correct order automatically, based on the defined dependencies. ## How to use `describe` to discover what nodes are part of the pipeline From 952c4fa739438c82c3862b9c5560b4ce1a9a5882 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Fri, 21 Jun 2024 11:34:52 +0100 Subject: [PATCH 15/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/faq/faq.md | 4 ++-- .../nodes_and_pipelines/modular_pipelines.md | 22 ++++++++++++++----- docs/source/nodes_and_pipelines/namespaces.md | 9 -------- 3 files changed, 18 insertions(+), 17 deletions(-) diff --git a/docs/source/faq/faq.md b/docs/source/faq/faq.md index 3cf25f7f75..1888c685eb 100644 --- a/docs/source/faq/faq.md +++ b/docs/source/faq/faq.md @@ -52,8 +52,8 @@ This is a growing set of technical FAQs. The [product FAQs on the Kedro website] ## Nodes and pipelines -* [How can I reuse my pipelines](../nodes_and_pipelines/modular_pipelines.md)? - +* [How can I create a new blank pipeline using the `kedro pipeline create` command](../nodes_and_pipelines/modular_pipelines.md#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command)? +* [How can I reuse my pipelines with namespaces](../nodes_and_pipelines/namespaces.md)? * [Can I use generator functions in a node](../nodes_and_pipelines/nodes.md#how-to-use-generator-functions-in-a-node)? ## What is data engineering convention? diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index bb3f7fc26f..1c1af427d0 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -6,7 +6,7 @@ Kedro supports this concept of modular pipelines with the following tools: - [How to create a new blank pipeline using the `kedro pipeline create` command](#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command) - [How to structure your pipeline creation](#how-to-structure-your-pipeline-creation) - [How to use custom new pipeline templates](#how-to-use-custom-new-pipeline-templates) - +- [How to share your pipelines](#how-to-share-your-pipelines) ## How to create a new blank pipeline using the `kedro pipeline create` command @@ -28,7 +28,7 @@ After running this command, a new pipeline with boilerplate folders and files wi │ ├── __init__.py │ └── pipelines │ ├── __init__.py - │ └── {{pipeline_name}} <-- This folder defines the pipeline + │ └── {{pipeline_name}} <-- This folder defines the modular pipeline │ ├── __init__.py <-- So that Python treats this pipeline as a module │ ├── nodes.py <-- To declare your nodes │ └── pipeline.py <-- To structure the pipeline itself @@ -58,10 +58,7 @@ from kedro.pipeline import Pipeline, pipeline def create_pipeline(**kwargs) -> Pipeline: return pipeline([]) ``` -Here, you are creating a function that returns a `Pipeline` class instance with the help of the `pipeline` function. We recommend putting your pipeline creation code into a function because it allows to achieve: -- Modularity: you can easily reuse this logic across different parts of your project. -- Parameterisation: with `create_pipeline(**kwargs)` you can pass different parameters to the pipeline creation function, enabling dynamic pipeline creation -- Testing: you can write unit tests for the `create_pipeline()` function to ensure that it correctly constructs the pipeline +Here, you are creating a `create_pipeline()` function that returns a `Pipeline` class instance with the help of the `pipeline` function. You should keep the function name as `create_pipeline()` because this allows kedro to [automatically discover the pipeline](pipeline_registry.md#pipeline-autodiscovery). Otherwise, the pipeline would need to be [registered manually](pipeline_registry.md#the-pipeline-registry). Before filling `pipeline.py` with nodes, we recommend storing all node functions in `nodes.py`. From our previous example, we should add the functions `mean()`, `mean_sos()` and `variance()` into `nodes.py`: @@ -134,3 +131,16 @@ It is important to note that if you are embedding your custom pipeline template Kedro starter template, you must tell Cookiecutter not to render this template when creating a new project from the starter. To do this, you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readthedocs.io/en/stable/advanced/copy_without_render.html) to the `cookiecutter.json` file for the starter and not the `cookiecutter.json` for the pipeline template. + + +## How to share your pipelines + +> **Warning:** Micro-packaging is deprecated and will be removed from Kedro version 0.20.0. + +Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: + +* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command makes this easy. +* Pipelines should **not** depend on the main Python package, as this would break portability to another project. +* Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. +* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. +* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index f78f09ef25..e91c0daf3b 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -37,15 +37,6 @@ Namespace methods: * You can use `kedro run --namespace = namespace_name` to run only the specific namespace * [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. -## How to share your pipelines - -Pipelines are shareable between Kedro codebases via [micro-packaging](micro_packaging.md), but you must follow a couple of rules to ensure portability: - -* A pipeline that you want to share needs to be separated in terms of its folder structure. `kedro pipeline create` command makes this easy. -* Pipelines should **not** depend on the main Python package, as this would break portability to another project. -* Catalog references are not packaged when sharing/consuming pipelines, i.e. the `catalog.yml` file is not packaged. -* Kedro will only look for top-level configuration in `conf/`; placing a configuration folder within the pipeline folder will have no effect. -* We recommend that you document the configuration required (parameters and catalog) in the local `README.md` file for any downstream consumers. ## Providing pipeline specific dependencies From 8fcc3c4fe4cf62d76d04723781bbab01f74a9450 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 24 Jun 2024 12:08:13 +0100 Subject: [PATCH 16/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 12 ++++++------ .../nodes_and_pipelines/pipeline_introduction.md | 2 ++ 2 files changed, 8 insertions(+), 6 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index e91c0daf3b..e884922f64 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -2,15 +2,15 @@ ## How to reuse your pipelines -If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing pipeline (e.g., `data_science`), you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: +If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing pipeline (e.g., `data_science` pipeline from our [Spaceflights tutorial](../tutorial/add_another_pipeline.md#data-science-pipeline)), you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( - [data_science], # Name of an existing pipeline - inputs = {"old_input_df_name" : "new_input_df_name"}, - outputs = {"old_output_df_name" : "new_output_df_name"}, - parameters = {"params: test_size1": "params: test_size2"}, + [data_science], # Name of the existing pipeline + inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping old input to new input + outputs = {"old_output_df_name" : "new_output_df_name"}, # Mapping old output to new output + parameters = {"params: test_size1": "params: test_size2"}, # Updating parameters ) ``` This means you can easily create multiple pipelines based on the `data_science` pipeline to test different approaches with various input datasets and model training parameters. @@ -31,7 +31,7 @@ def create_new_pipeline(**kwargs) -> Pipeline: In this example: * The `data_science` pipeline is reused and namespaced under `alternative_approach`. * The inputs and parameters are mapped to new names/values. -* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach`, isolating them from other pipelines. +* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach.`, isolating them from other pipelines. Namespace methods: * You can use `kedro run --namespace = namespace_name` to run only the specific namespace diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index fd6bcb5c69..97aa921c48 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -56,6 +56,8 @@ Kedro's dependency resolution algorithm ensures that each node runs only after i ## How to use `describe` to discover what nodes are part of the pipeline +You can use the `describe` method to get an overview of the nodes in your pipeline and their execution order. + ```python print(variance_pipeline.describe()) ``` From a58d31ef9eb7d3ab84b2c8876e8ae0737fd30056 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Wed, 26 Jun 2024 16:48:11 +0100 Subject: [PATCH 17/29] Apply suggestions from code review MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Co-authored-by: Jo Stichbury Co-authored-by: Juan Luis Cano Rodríguez Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/faq/faq.md | 4 ++-- docs/source/nodes_and_pipelines/modular_pipelines.md | 4 ++-- 2 files changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/source/faq/faq.md b/docs/source/faq/faq.md index 1888c685eb..6f152b41fe 100644 --- a/docs/source/faq/faq.md +++ b/docs/source/faq/faq.md @@ -52,8 +52,8 @@ This is a growing set of technical FAQs. The [product FAQs on the Kedro website] ## Nodes and pipelines -* [How can I create a new blank pipeline using the `kedro pipeline create` command](../nodes_and_pipelines/modular_pipelines.md#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command)? -* [How can I reuse my pipelines with namespaces](../nodes_and_pipelines/namespaces.md)? +* [How can I create a new blank pipeline](../nodes_and_pipelines/modular_pipelines.md#how-to-create-a-new-blank-pipeline-using-the-kedro-pipeline-create-command)? +* [How can I reuse my pipelines](../nodes_and_pipelines/namespaces.md)? * [Can I use generator functions in a node](../nodes_and_pipelines/nodes.md#how-to-use-generator-functions-in-a-node)? ## What is data engineering convention? diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 1c1af427d0..753607b37b 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -10,7 +10,7 @@ Kedro supports this concept of modular pipelines with the following tools: ## How to create a new blank pipeline using the `kedro pipeline create` command -To assist with creating a new pipeline that supports the modularity concept, you can use the following command (the pipeline name must adhere to [Python naming conventions](https://realpython.com/python-pep8/#naming-conventions)): + To create a new modular pipeline, use the following: ```bash kedro pipeline create @@ -115,7 +115,7 @@ A template folder passed to `kedro pipeline create` using the `--template` argum Kedro supports having a single pipeline template in your project. If you need to have multiple pipeline templates, consider saving them in a separate folder and pointing to them with the `--template` flag. -### Creating custom templates +### Creating custom pipeline templates It is your responsibility to create functional Cookiecutter templates for custom pipelines. Please ensure you understand the basic structure of a pipeline. Your template should render to a valid, importable Python module containing a `create_pipeline` function at the top level that returns a `Pipeline` object. You will also need appropriate From 77ed3aa7830cbc7e71d4ebfff662d56f640cf46c Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Fri, 28 Jun 2024 11:26:24 +0100 Subject: [PATCH 18/29] Revise namespaces Signed-off-by: Dmitry Sorokin --- .../meta/images/namespaces_collapsed.png | Bin 0 -> 210796 bytes .../meta/images/namespaces_collapsed_all.png | Bin 0 -> 82737 bytes .../meta/images/namespaces_uncollapsed.png | Bin 0 -> 566021 bytes docs/source/nodes_and_pipelines/namespaces.md | 169 ++++++++++++++++-- 4 files changed, 151 insertions(+), 18 deletions(-) create mode 100644 docs/source/meta/images/namespaces_collapsed.png create mode 100644 docs/source/meta/images/namespaces_collapsed_all.png create mode 100644 docs/source/meta/images/namespaces_uncollapsed.png diff --git a/docs/source/meta/images/namespaces_collapsed.png b/docs/source/meta/images/namespaces_collapsed.png new file mode 100644 index 0000000000000000000000000000000000000000..2bc7b467bf700c30a5625a1ffae61020cfc567b2 GIT 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zyTIrX;qs^7CY2;XyLpq60|7d|^^He!FYq-9X1@eFiD{Qkh0D-MM>2mP$v5DQFyPr; z%z@W5ox141799Z?pa|akHP?Sa`(@zy>8jz7>HilC{ds`^AUcf%#fbkCxu63V*4%hZ z+QOf|`_Dgd7Y4+3Co%bCSJZ!g>&F=-cmhFV{jIGV1fEXc-P1>VnnaHdSbzd0iSYd& zS0?bT_BV_tZq)f?+xig=Q!Z`OVIXJdYwfa9%m~KlKU3C_CLqFL7&-At)lIDL7GOC0>!SNZ>VnXEGh zaDA`$@+UX*S781LH`b}(<@O2-N2&kMl1B)6tPBwONuKsUu>!6~;AO)xj>`X{{9xRn z2fDis?X~}OmtsM6OETL^jOITpi@!Lq8_0Xi9Cnl|eMGDO3g_(n z_t+>>{GZ+Tzc@`m;D8CV?xuckTX%GXf1-$AU&J%+UdWyZk}2f>uk9W&0X8HPn0Dzl z`A Pipeline: return pipeline( - [data_science], # Name of the existing pipeline + [existing_pipeline], # Name of the existing pipeline inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping old input to new input outputs = {"old_output_df_name" : "new_output_df_name"}, # Mapping old output to new output - parameters = {"params: test_size1": "params: test_size2"}, # Updating parameters + parameters = {"params: model_options": "params: new_model_options"}, # Updating parameters ) ``` -This means you can easily create multiple pipelines based on the `data_science` pipeline to test different approaches with various input datasets and model training parameters. -## What is a Namespace +This means you can easily create multiple pipelines based on the `existing_pipeline` pipeline to test different approaches with various input datasets and model training parameters. For example, for the `data_science` pipeline from our [Spaceflights tutorial](../tutorial/add_another_pipeline.md#data-science-pipeline), you can restructure the `src/project_name/pipelines/data_science/pipeline.py` file by separating the `data_science` pipeline creation code into a separate `base_data_science` Pipeline object, then reusing it inside the `create_pipeline()` function: -If you need to try different options for training your model, constantly overwriting your outputs for each new pipeline can become tedious. Each model's results (outputs) should be saved in new objects, which can be annoying to manage manually. Namespaces are a perfect solution for this. By setting a `namespace="namespace_name"` parameter for each new pipeline (based on an existing pipeline), you achieve automatic output and node isolation. This is done by adding a `namespace_name` prefix to each pipeline node and output dataset. Your pipeline creation code will look like this: +```python +#src/project_name/pipelines/data_science/pipeline.py + +from kedro.pipeline import Pipeline, node, pipeline +from .nodes import evaluate_model, split_data, train_model + +base_data_science = pipeline( + [ + node( + func=split_data, + inputs=["model_input_table", "params:model_options"], + outputs=["X_train", "X_test", "y_train", "y_test"], + name="split_data_node", + ), + node( + func=train_model, + inputs=["X_train", "y_train"], + outputs="regressor", + name="train_model_node", + ), + node( + func=evaluate_model, + inputs=["regressor", "X_test", "y_test"], + outputs=None, + name="evaluate_model_node", + ), + ] + ) # Creating a base data science pipeline that will be reused with different model training parameters + + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [base_data_science], # Creating a new data_science pipeline based on base_data_science pipeline + parameters={"params:model_options": "params:model_options_1"}, # Using a new set of parameters to train model + ) +``` + +To use a new set of parameters, we need to previously save them inside `conf/base/parameters.yml` of our kedro project. I copied `model_options` from `conf/base/parameters_data_science.yml` and slightly modified it to try new model training parameters: test size and different features set, and called it `model_options_1`: ```python -def create_new_pipeline(**kwargs) -> Pipeline: +#conf/base/parameters.yml +model_options_1: + test_size: 0.15 + random_state: 3 + features: + - passenger_capacity + - crew + - d_check_complete + - moon_clearance_complete + - company_rating +``` + +> **Warning**: In Kedro, you cannot run pipelines with the same node names. In this example, both pipelines have nodes with the same names, so it's impossible to execute them together. However, `base_data_science` is not registered and will not be executed with the `kedro run` command. The `data_science` pipeline created inside the `create_pipeline()` function, based on `base_data_science`, will be executed during `kedro run` because it will be autodiscovered by Kedro. + +If you want to execute `base_data_science` and `data_science` pipelines together or reuse `base_data_science` a few more times, you need to modify the node names. The easiest way to do this is by using namespaces. + +## What is a namespace + +A namespace is a way to isolate nodes, inputs, outputs, and parameters inside your pipeline. If you put `namespace="namespace_name"` attribute inside the `pipeline()` creation function, it will add the `namespace_name.` prefix to all nodes, inputs, outputs, and parameters inside your new pipeline. + +Let's extend our previous example and try to reuse the `base_data_science` pipeline one more time by creating another pipeline based on it. First, we should use the `kedro pipeline create` command to create a new blank pipeline named `data_science_2`: + +```python +kedro pipeline create data_science_2 +``` +Then, we need to modify the `src/project_name/pipelines/data_science_2/pipeline.py` file to create a pipeline in a similar way to the example above. We will import `base_data_science` from the code above and use a namespace to isolate our nodes: + +```python +#src/project_name/pipelines/data_science_2/pipeline.py +from kedro.pipeline import Pipeline, pipeline +from ..data_science.pipeline import base_data_science # Import pipeline to create a new one based on it + +def create_pipeline(**kwargs) -> Pipeline: return pipeline( - [data_science], # Name of the existing pipeline - inputs={"old_input_df_name": "new_input_df_name"}, # Mapping old input to new input - parameters={"params:test_size1": "params:test_size2"}, # Updating parameters - namespace="alternative_approach", # Setting the namespace name + [base_data_science], # Creating a new data_science_2 pipeline based on base_data_science pipeline + parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model + namespace = "ds_2", # With that namespace, "ds_2." prefix will be added to inputs, outputs, params, and node names + inputs={"model_input_table"}, # I need to list all pipeline inputs here even if I don't want to change them ) ``` -In this example: -* The `data_science` pipeline is reused and namespaced under `alternative_approach`. -* The inputs and parameters are mapped to new names/values. -* The namespace parameter ensures that all nodes and outputs in this pipeline are prefixed with `alternative_approach.`, isolating them from other pipelines. -Namespace methods: -* You can use `kedro run --namespace = namespace_name` to run only the specific namespace -* [Kedro-Viz](https://demo.kedro.org) accelerates development by rendering namespaced pipelines as collapsible 'super nodes'. +To use a new set of parameters, copy `model_options` from `conf/base/parameters_data_science.yml` to `conf/base/parameters_data_science_2.yml` and modify it slightly to try new model training parameters, such as test size and a different feature set. Call it `model_options_2`: + +```python +#conf/base/parameters.yml +model_options_2: + test_size: 0.3 + random_state: 3 + features: + - d_check_complete + - moon_clearance_complete + - iata_approved + - company_rating +``` + +In this example, all nodes inside the `data_science_2` pipeline will be prefixed with `ds_2`: `ds_2.split_data`, `ds_2.train_model`, `ds_2.evaluate_model`. Parameters will be used from `model_options_2` because we overwrite `model_options` with them. The input for that pipeline will be `model_input_table` as it was previously, because we mentioned that in the inputs parameter (without that, the input would be modified to `ds_2.model_input_table`, but we don't have that table in the pipeline). + +Since the node names are unique now, we can run the project with: + +```python +kedro run +``` + +Logs show that `data_science` and `data_science_2` pipelines were executed successfully with different R2 results. Now, we can see how Kedro-viz renders namespaced pipelines in collapsible "super nodes": + +```python +kedro viz run +``` + +After running viz, we can see two equal pipelines: `data_science` and `data_science_2`: + +![namespaces uncollapsed](../meta/images/namespaces_uncollapsed.png) + +We can collapse all namespaced pipelines (in our case, it's only `data_science_2`) with a special button and see that the `data_science_2` pipeline was collapsed into one super node called `Ds 2`: + +![namespaces collapsed](../meta/images/namespaces_collapsed.png) + +> Tip: You can use `kedro run --namespace = namespace_name` to run only the specific namespace + + +### How make all pipelines in this example fully namespaced + +If we want to make all pipelines in this example fully namespaced, we should: + +Modify the `data_processing` pipeline by adding to the `pipeline()` creation function in `src/project_name/pipelines/data_processing/pipeline.py` with the following code: +```python + namespace="data_processing", + inputs={"companies", "shuttles", "reviews"}, +``` +Modify the `data_science` pipeline by adding namespace and inputs the same way as it was in `data_science_2` pipeline, but the input will be prefixed with `data_processing.`, because we added a namespace for data processing in the previous step: + +```python +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [base_data_science], + parameters={"params:model_options": "params:model_options_1"}, + namespace="ds_1", + inputs={"data_processing.model_input_table"}, + ) +``` + +The same input modification should be done for the `base_data_science` pipeline: +```python +inputs=["data_processing.model_input_table", "params:model_options"], +``` + +And the `data_science_2` pipeline: +```python +inputs={"data_processing.model_input_table"}, +``` + +After executing the pipeline with `kedro run`, the visualization with `kedro viz run` after collapsing will look like this: +![namespaces collapsed all](../meta/images/namespaces_collapsed_all.png) ## Providing pipeline specific dependencies From 4e2c8acb3da237f540ff682ec9be5c485086607a Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Fri, 28 Jun 2024 14:03:46 +0100 Subject: [PATCH 19/29] Revise namespaces examples Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 19 +++++-------------- 1 file changed, 5 insertions(+), 14 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 1da6e239f7..a7c924047f 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -93,7 +93,7 @@ def create_pipeline(**kwargs) -> Pipeline: [base_data_science], # Creating a new data_science_2 pipeline based on base_data_science pipeline parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model namespace = "ds_2", # With that namespace, "ds_2." prefix will be added to inputs, outputs, params, and node names - inputs={"model_input_table"}, # I need to list all pipeline inputs here even if I don't want to change them + inputs={"model_input_table"}, # Inputs remain the same, without namespace prefix ) ``` @@ -143,9 +143,10 @@ If we want to make all pipelines in this example fully namespaced, we should: Modify the `data_processing` pipeline by adding to the `pipeline()` creation function in `src/project_name/pipelines/data_processing/pipeline.py` with the following code: ```python namespace="data_processing", - inputs={"companies", "shuttles", "reviews"}, + inputs={"companies", "shuttles", "reviews"}, # Inputs remain the same, without namespace prefix + outputs={"model_input_table"}, # Outputs remain the same, without namespace prefix ``` -Modify the `data_science` pipeline by adding namespace and inputs the same way as it was in `data_science_2` pipeline, but the input will be prefixed with `data_processing.`, because we added a namespace for data processing in the previous step: +Modify the `data_science` pipeline by adding namespace and inputs the same way as it was in `data_science_2` pipeline: ```python def create_pipeline(**kwargs) -> Pipeline: @@ -153,20 +154,10 @@ def create_pipeline(**kwargs) -> Pipeline: [base_data_science], parameters={"params:model_options": "params:model_options_1"}, namespace="ds_1", - inputs={"data_processing.model_input_table"}, + inputs={"model_input_table"}, ) ``` -The same input modification should be done for the `base_data_science` pipeline: -```python -inputs=["data_processing.model_input_table", "params:model_options"], -``` - -And the `data_science_2` pipeline: -```python -inputs={"data_processing.model_input_table"}, -``` - After executing the pipeline with `kedro run`, the visualization with `kedro viz run` after collapsing will look like this: ![namespaces collapsed all](../meta/images/namespaces_collapsed_all.png) From faa08b2da8f26a5382ae4cb025f0fd12e6df8846 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Fri, 28 Jun 2024 14:37:28 +0100 Subject: [PATCH 20/29] Apply suggestions from code review Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/modular_pipelines.md | 2 +- docs/source/nodes_and_pipelines/namespaces.md | 8 ++++---- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 3 files changed, 6 insertions(+), 6 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index 753607b37b..f4e16bd18c 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -10,7 +10,7 @@ Kedro supports this concept of modular pipelines with the following tools: ## How to create a new blank pipeline using the `kedro pipeline create` command - To create a new modular pipeline, use the following: + To create a new modular pipeline, use the following command: ```bash kedro pipeline create diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index a7c924047f..32f515fcfc 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -14,7 +14,7 @@ def create_new_pipeline(**kwargs) -> Pipeline: ) ``` -This means you can easily create multiple pipelines based on the `existing_pipeline` pipeline to test different approaches with various input datasets and model training parameters. For example, for the `data_science` pipeline from our [Spaceflights tutorial](../tutorial/add_another_pipeline.md#data-science-pipeline), you can restructure the `src/project_name/pipelines/data_science/pipeline.py` file by separating the `data_science` pipeline creation code into a separate `base_data_science` Pipeline object, then reusing it inside the `create_pipeline()` function: +This means you can create multiple pipelines based on the `existing_pipeline` pipeline to test different approaches with various input datasets and model training parameters. For example, for the `data_science` pipeline from our [Spaceflights tutorial](../tutorial/add_another_pipeline.md#data-science-pipeline), you can restructure the `src/project_name/pipelines/data_science/pipeline.py` file by separating the `data_science` pipeline creation code into a separate `base_data_science` pipeline object, then reusing it inside the `create_pipeline()` function: ```python #src/project_name/pipelines/data_science/pipeline.py @@ -53,7 +53,7 @@ def create_pipeline(**kwargs) -> Pipeline: ) ``` -To use a new set of parameters, we need to previously save them inside `conf/base/parameters.yml` of our kedro project. I copied `model_options` from `conf/base/parameters_data_science.yml` and slightly modified it to try new model training parameters: test size and different features set, and called it `model_options_1`: +To use a new set of parameters, you should create a second parameters file to ovewrite parameters specified in `conf/base/parameters.yml`. To overwrite the parameter `model_options`, create a file `conf/base/parameters_data_science.yml` and add a parameter called `model_options_1`: ```python #conf/base/parameters.yml @@ -136,7 +136,7 @@ We can collapse all namespaced pipelines (in our case, it's only `data_science_2 > Tip: You can use `kedro run --namespace = namespace_name` to run only the specific namespace -### How make all pipelines in this example fully namespaced +### How to namespace all pipelines in a project If we want to make all pipelines in this example fully namespaced, we should: @@ -158,7 +158,7 @@ def create_pipeline(**kwargs) -> Pipeline: ) ``` -After executing the pipeline with `kedro run`, the visualization with `kedro viz run` after collapsing will look like this: +After executing the pipeline with `kedro run`, the visualisation with `kedro viz run` after collapsing will look like this: ![namespaces collapsed all](../meta/images/namespaces_collapsed_all.png) diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index 97aa921c48..ba7fddf972 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -2,7 +2,7 @@ We previously introduced [Nodes](./nodes.md) as building blocks that represent tasks, and can be combined in a pipeline to build your workflow. A pipeline organises the dependencies and execution order of your collection of nodes, and connects inputs and outputs while keeping your code modular. The pipeline resolves dependencies to determine the node execution order, and does *not* necessarily run the nodes in the order in which they are passed in. -To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class could be created using {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). +To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class can be created using the {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). - [How to build a pipeline](#how-to-build-a-pipeline) - [How to use `describe` to discover what nodes are part of the pipeline](#how-to-use-describe-to-discover-what-nodes-are-part-of-the-pipeline) From 84f444fdba8819631f877e45aeb1dc7dad7144b2 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Fri, 28 Jun 2024 14:43:52 +0100 Subject: [PATCH 21/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 2 +- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 32f515fcfc..ec81352f47 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -146,7 +146,7 @@ Modify the `data_processing` pipeline by adding to the `pipeline()` creation fun inputs={"companies", "shuttles", "reviews"}, # Inputs remain the same, without namespace prefix outputs={"model_input_table"}, # Outputs remain the same, without namespace prefix ``` -Modify the `data_science` pipeline by adding namespace and inputs the same way as it was in `data_science_2` pipeline: +Modify the `data_science` pipeline by adding namespace and inputs in the same way as it was done in `data_science_2` pipeline: ```python def create_pipeline(**kwargs) -> Pipeline: diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index ba7fddf972..ce2410e0ec 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -4,6 +4,8 @@ We previously introduced [Nodes](./nodes.md) as building blocks that represent t To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class can be created using the {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). +The following sections explain how to create and use Kedro pipelines: + - [How to build a pipeline](#how-to-build-a-pipeline) - [How to use `describe` to discover what nodes are part of the pipeline](#how-to-use-describe-to-discover-what-nodes-are-part-of-the-pipeline) - [How to merge multiple pipelines](#how-to-merge-multiple-pipelines) From aa4a3c2ae53d0ec598af5d714b48bded78e01d29 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Mon, 1 Jul 2024 13:32:49 +0100 Subject: [PATCH 22/29] Apply suggestions from code review Co-authored-by: Yury Fedotov <102987839+yury-fedotov@users.noreply.github.com> Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/namespaces.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index ec81352f47..eb2ffe5db9 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -2,7 +2,7 @@ ## How to reuse your pipelines -If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your `existing_pipeline`, you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: +If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing_pipeline, you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python def create_new_pipeline(**kwargs) -> Pipeline: @@ -88,7 +88,7 @@ Then, we need to modify the `src/project_name/pipelines/data_science_2/pipeline. from kedro.pipeline import Pipeline, pipeline from ..data_science.pipeline import base_data_science # Import pipeline to create a new one based on it -def create_pipeline(**kwargs) -> Pipeline: +def create_pipeline() -> Pipeline: return pipeline( [base_data_science], # Creating a new data_science_2 pipeline based on base_data_science pipeline parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model From 0ac37beba3f357e5f4536d10c56b1365bc81ea78 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 1 Jul 2024 13:59:40 +0100 Subject: [PATCH 23/29] Address review comments Signed-off-by: Dmitry Sorokin --- .../nodes_and_pipelines/modular_pipelines.md | 10 ++++++++ docs/source/nodes_and_pipelines/namespaces.md | 23 ++++++++----------- .../pipeline_introduction.md | 2 +- 3 files changed, 20 insertions(+), 15 deletions(-) diff --git a/docs/source/nodes_and_pipelines/modular_pipelines.md b/docs/source/nodes_and_pipelines/modular_pipelines.md index f4e16bd18c..e61359dc61 100644 --- a/docs/source/nodes_and_pipelines/modular_pipelines.md +++ b/docs/source/nodes_and_pipelines/modular_pipelines.md @@ -133,6 +133,16 @@ you must add [`_copy_without_render: ["templates"]`](https://cookiecutter.readth and not the `cookiecutter.json` for the pipeline template. +## Providing pipeline specific dependencies + +* A pipeline **might** have external dependencies specified in a local `requirements.txt` file. +* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. +* These dependencies need to be manually installed using `pip`: +```bash +pip install -r requirements.txt +``` + + ## How to share your pipelines > **Warning:** Micro-packaging is deprecated and will be removed from Kedro version 0.20.0. diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index eb2ffe5db9..71da4b23c4 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -7,10 +7,10 @@ If you want to create a new pipeline that performs similar tasks with different ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( - [existing_pipeline], # Name of the existing pipeline - inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping old input to new input - outputs = {"old_output_df_name" : "new_output_df_name"}, # Mapping old output to new output - parameters = {"params: model_options": "params: new_model_options"}, # Updating parameters + [existing_pipeline], # Name of the existing Pipeline object + inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping existing Pipeline input to new input + outputs = {"old_output_df_name" : "new_output_df_name"}, # Mapping existing Pipeline output to new output + parameters = {"params: model_options": "params: new_model_options"}, # Updating parameters ) ``` @@ -76,6 +76,9 @@ If you want to execute `base_data_science` and `data_science` pipelines together A namespace is a way to isolate nodes, inputs, outputs, and parameters inside your pipeline. If you put `namespace="namespace_name"` attribute inside the `pipeline()` creation function, it will add the `namespace_name.` prefix to all nodes, inputs, outputs, and parameters inside your new pipeline. +> If you don't want to change the names of your inputs, outputs, or parameters with the `namespace_name.` prefix while using a namespace, you should list these objects inside the corresponding parameters of the `pipeline()` creation function like this: +> `inputs={"input_that_should_not_be_prefixed"}` + Let's extend our previous example and try to reuse the `base_data_science` pipeline one more time by creating another pipeline based on it. First, we should use the `kedro pipeline create` command to create a new blank pipeline named `data_science_2`: ```python @@ -91,8 +94,8 @@ from ..data_science.pipeline import base_data_science # Import pipeline to crea def create_pipeline() -> Pipeline: return pipeline( [base_data_science], # Creating a new data_science_2 pipeline based on base_data_science pipeline - parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model namespace = "ds_2", # With that namespace, "ds_2." prefix will be added to inputs, outputs, params, and node names + parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model inputs={"model_input_table"}, # Inputs remain the same, without namespace prefix ) ``` @@ -152,8 +155,8 @@ Modify the `data_science` pipeline by adding namespace and inputs in the same wa def create_pipeline(**kwargs) -> Pipeline: return pipeline( [base_data_science], - parameters={"params:model_options": "params:model_options_1"}, namespace="ds_1", + parameters={"params:model_options": "params:model_options_1"}, inputs={"model_input_table"}, ) ``` @@ -162,14 +165,6 @@ After executing the pipeline with `kedro run`, the visualisation with `kedro viz ![namespaces collapsed all](../meta/images/namespaces_collapsed_all.png) -## Providing pipeline specific dependencies - -* A pipeline **might** have external dependencies specified in a local `requirements.txt` file. -* Pipeline specific dependencies are scooped up during the [micro-packaging](micro_packaging.md) process. -* These dependencies need to be manually installed using `pip`: -```bash -pip install -r requirements.txt -``` ## Example: Combining disconnected pipelines diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index ce2410e0ec..bac74321e9 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -256,4 +256,4 @@ We recommend use of characters like `_` instead of `.` as name separators. ## How to store pipeline code in a kedro project -When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within and between projects. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](modular_pipelines.md), which are described in the next section. +When managing your Kedro project, we recommend grouping related tasks into individual pipelines to achieve modularity. A project typically contains many tasks, and organising frequently executed tasks together into separate pipelines helps maintain order and efficiency. Each pipeline should ideally be organised in its own folder, promoting easy copying and reuse within project. Simply put: one pipeline, one folder. To assist with this, Kedro introduces the concept of [Modular Pipelines](modular_pipelines.md), which are described in the next section. From 2fbf15e45e16b96693deffaf226a16d522a26a4b Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 1 Jul 2024 16:03:08 +0100 Subject: [PATCH 24/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 71da4b23c4..03894ffd0c 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -68,7 +68,7 @@ model_options_1: - company_rating ``` -> **Warning**: In Kedro, you cannot run pipelines with the same node names. In this example, both pipelines have nodes with the same names, so it's impossible to execute them together. However, `base_data_science` is not registered and will not be executed with the `kedro run` command. The `data_science` pipeline created inside the `create_pipeline()` function, based on `base_data_science`, will be executed during `kedro run` because it will be autodiscovered by Kedro. +> In Kedro, you cannot run pipelines with the same node names. In this example, both pipelines have nodes with the same names, so it's impossible to execute them together. However, `base_data_science` is not registered and will not be executed with the `kedro run` command. The `data_science` pipeline, on the other hand, will be executed during `kedro run` because it will be autodiscovered by Kedro, as it was created inside the `create_pipeline()` function. If you want to execute `base_data_science` and `data_science` pipelines together or reuse `base_data_science` a few more times, you need to modify the node names. The easiest way to do this is by using namespaces. From 0c14ce2880267f740e34a13e68ec96e1d458a97e Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 1 Jul 2024 16:06:14 +0100 Subject: [PATCH 25/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 03894ffd0c..34a847d533 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -7,7 +7,7 @@ If you want to create a new pipeline that performs similar tasks with different ```python def create_new_pipeline(**kwargs) -> Pipeline: return pipeline( - [existing_pipeline], # Name of the existing Pipeline object + existing_pipeline, # Name of the existing Pipeline object inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping existing Pipeline input to new input outputs = {"old_output_df_name" : "new_output_df_name"}, # Mapping existing Pipeline output to new output parameters = {"params: model_options": "params: new_model_options"}, # Updating parameters @@ -93,7 +93,7 @@ from ..data_science.pipeline import base_data_science # Import pipeline to crea def create_pipeline() -> Pipeline: return pipeline( - [base_data_science], # Creating a new data_science_2 pipeline based on base_data_science pipeline + base_data_science, # Creating a new data_science_2 pipeline based on base_data_science pipeline namespace = "ds_2", # With that namespace, "ds_2." prefix will be added to inputs, outputs, params, and node names parameters={"params:model_options": "params:model_options_2"}, # Using a new set of parameters to train model inputs={"model_input_table"}, # Inputs remain the same, without namespace prefix @@ -154,7 +154,7 @@ Modify the `data_science` pipeline by adding namespace and inputs in the same wa ```python def create_pipeline(**kwargs) -> Pipeline: return pipeline( - [base_data_science], + base_data_science, namespace="ds_1", parameters={"params:model_options": "params:model_options_1"}, inputs={"model_input_table"}, From 6b36ab98ffc4e5d377b55dd32a2497dfde9b780e Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 1 Jul 2024 16:18:40 +0100 Subject: [PATCH 26/29] Address review comments Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 34a847d533..886d3b66fc 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -5,7 +5,7 @@ If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing_pipeline, you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python -def create_new_pipeline(**kwargs) -> Pipeline: +def create_pipeline(**kwargs) -> Pipeline: return pipeline( existing_pipeline, # Name of the existing Pipeline object inputs = {"old_input_df_name" : "new_input_df_name"}, # Mapping existing Pipeline input to new input From bc04d864226195be183b81630e8ef9a5d292dac6 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Mon, 1 Jul 2024 16:28:08 +0100 Subject: [PATCH 27/29] Remove cooking example Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 165 ------------------ 1 file changed, 165 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 886d3b66fc..54768f15d7 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -164,168 +164,3 @@ def create_pipeline(**kwargs) -> Pipeline: After executing the pipeline with `kedro run`, the visualisation with `kedro viz run` after collapsing will look like this: ![namespaces collapsed all](../meta/images/namespaces_collapsed_all.png) - - -## Example: Combining disconnected pipelines - -Sometimes two pipelines must be connected, but do not share any catalog dependencies. In this example, there is a `lunch_pipeline`, which makes us lunch. The 'verbs', `defrost` and `eat`, are Python functions and the inputs/outputs are food at different points of the process (`frozen`, `thawed` and `food`). - -```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -lunch_pipeline = pipeline([node(func=eat, inputs="food", outputs=None)]) - -cook_pipeline + lunch_pipeline -``` - -This combination will visualise since it's valid pre-runtime, but it will not run since `food` is not an output of the `cook_pipeline` because the output of the `cook_pipeline` is `grilled_veg`: - -![disjoined](../meta/images/cook_disjointed.png) - -* Combining `cook_pipeline + lunch_pipeline` will not work since `food` doesn't exist as an output of the `cook_pipeline`. -* In this case, we will need to map `grilled_veg` to the expected input of `food`. - -The wrapper allows us to provide a mapping and fix this disconnect. - -```python -from kedro.pipeline.modular_pipeline import pipeline - -prep_pipeline = pipeline(pipe=cook_pipeline, outputs={"grilled_veg": "food"}) - -meal_pipeline = prep_pipeline + lunch_pipeline -``` - -Providing this input/output override will join up the pipeline nicely: - -![joined](../meta/images/cook_joined.png) - -```{note} -In this example we have used the `+` operator to join two pipelines. You can also use `sum()` or pass a list of pipelines to the `pipe` argument. -``` - - -## Example: Using a modular pipeline multiple times - -Reusing pipelines for slightly different purposes can be a real accelerator for teams and organisations when they reach a certain scale. In the real world, one could imagine pipelines with responsibilities like profiling or feature engineering being reused within the same project or even across projects via [micro-packaging](micro_packaging.md). - -* In an ideal world, we would like to use the `cook_pipeline` twice as you would `defrost` and `grill` multiple meals beyond the `veg` currently hard-coded. -* Namespaces allow you to instantiate the same pipeline multiple times and keep operations isolated. -* Like one provides arguments to a class' constructor, you can provide overriding inputs/outputs/parameters to the `pipeline()` wrapper. - -```{note} -The set of overriding inputs and outputs must be a subset of the reused pipeline's "free" inputs and outputs, respectively. A free input is an input that isn't generated by a node in the pipeline, while a free output is an output that isn't consumed by a node in the pipeline. {py:meth}`Pipeline.inputs() ` and {py:meth}`Pipeline.outputs() ` can be used to list a pipeline's free inputs and outputs, respectively. -``` - -```python -cook_pipeline = pipeline( - [ - node(func=defrost, inputs="frozen_veg", outputs="veg", name="defrost_node"), - node(func=grill, inputs="veg", outputs="grilled_veg"), - ] -) - -eat_breakfast_pipeline = pipeline( - [node(func=eat_breakfast, inputs="breakfast_food", outputs=None)] -) -eat_lunch_pipeline = pipeline([node(func=eat_lunch, inputs="lunch_food", outputs=None)]) - -cook_pipeline + eat_breakfast_pipeline + eat_lunch_pipeline -``` - -If we visualise the snippet above, we see a disjointed pipeline: - -* We need to "defrost" two different types of food via different pipelines. -* We cannot use the `cook_pipeline` twice because the internal dataset names will conflict. -* Mapping all datasets via the `pipeline()` wrapper will also cause conflicts. - -![cook no namespace](../meta/images/cook_no_namespace.png) - -Adding namespaces solves this issue: - -```python -cook_breakfast_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "breakfast_food"}, - namespace="breakfast", -) -cook_lunch_pipeline = pipeline( - pipe=cook_pipeline, - inputs="frozen_veg", # inputs stay the same, don't namespace - outputs={"grilled_veg": "lunch_food"}, - namespace="lunch", -) - -final_pipeline = ( - cook_breakfast_pipeline - + eat_breakfast_pipeline - + cook_lunch_pipeline - + eat_lunch_pipeline -) -``` - -* `namespace="lunch"` renames all datasets and nodes, prefixing them with `"lunch."`. -* The datasets that we explicitly "freeze" (`frozen_veg`) or remap (`grilled_veg`) are not affected/prefixed. -* Remapping free outputs is required since "breakfast_food" and "lunch_food" are the names expected by the `eat_breakfast_pipeline` and `eat_lunch_pipeline` respectively. -* The resulting pipeline now has two separate nodes, `breakfast.defrost_node` and `lunch.defrost_node`. -* Also two separate datasets `breakfast.veg` and `lunch.veg` connect the nodes inside the pipelines, causing no confusion between them. - -![namespaced](../meta/images/cook_namespaced.gif) - -* Visualising the `final_pipeline` highlights how namespaces become 'super nodes' which encapsulate the wrapped pipeline. -* This example demonstrates how we can reuse the same `cook_pipeline` with slightly different arguments. -* Namespaces can also be arbitrarily nested with the `.` character. -* `kedro run --namespace=` could be used to only run nodes with a specific namespace. - -```{note} -`parameters` references will not be namespaced, but `params:` references will. -``` - -## Example: How to reuse a pipeline with different parameters - - Mapping parameter values is very similar to the way we map inputs and outputs. - -* We instantiate the `template_pipeline` twice, but pass in different parameters. -* `input1` and `input2` are 'frozen' and thus shared in both instances. -* `params:override_me` does not actually exist and is designed to be overridden in both cases. -* Providing a namespace isolates the intermediate operation and visualises nicely. - -```python -template_pipeline = pipeline( - [ - node( - func=node_func1, - inputs=["input1", "input2", "params:override_me"], - outputs="intermediary_output", - ), - node( - func=node_func2, - inputs="intermediary_output", - outputs="output", - ), - ] -) - -alpha_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:alpha"}, - namespace="alpha", -) - -beta_pipeline = pipeline( - pipe=template_pipeline, - inputs={"input1", "input2"}, - parameters={"params:override_me": "params:beta"}, - namespace="beta", -) - -final_pipeline = alpha_pipeline + beta_pipeline -``` - -![namespaced_params](../meta/images/cook_params.png) From c46dab3fef8ba6e0e407ca8050ffc613cc53a1f7 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> Date: Tue, 2 Jul 2024 11:07:34 +0100 Subject: [PATCH 28/29] Apply suggestions from code review Co-authored-by: Merel Theisen <49397448+merelcht@users.noreply.github.com> Signed-off-by: Dmitry Sorokin <40151847+DimedS@users.noreply.github.com> --- docs/source/nodes_and_pipelines/namespaces.md | 4 ++-- docs/source/nodes_and_pipelines/pipeline_introduction.md | 2 +- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 54768f15d7..78d67e9198 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -2,7 +2,7 @@ ## How to reuse your pipelines -If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your existing_pipeline, you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: +If you want to create a new pipeline that performs similar tasks with different inputs/outputs/parameters as your `existing_pipeline`, you can use the same `pipeline()` creation function as described in [How to structure your pipeline creation](modular_pipelines.md#how-to-structure-your-pipeline-creation). This function allows you to overwrite inputs, outputs, and parameters. Your new pipeline creation code should look like this: ```python def create_pipeline(**kwargs) -> Pipeline: @@ -136,7 +136,7 @@ We can collapse all namespaced pipelines (in our case, it's only `data_science_2 ![namespaces collapsed](../meta/images/namespaces_collapsed.png) -> Tip: You can use `kedro run --namespace = namespace_name` to run only the specific namespace +> Tip: You can use `kedro run --namespace=namespace_name` to run only the specific namespace ### How to namespace all pipelines in a project diff --git a/docs/source/nodes_and_pipelines/pipeline_introduction.md b/docs/source/nodes_and_pipelines/pipeline_introduction.md index bac74321e9..8726120d75 100644 --- a/docs/source/nodes_and_pipelines/pipeline_introduction.md +++ b/docs/source/nodes_and_pipelines/pipeline_introduction.md @@ -2,7 +2,7 @@ We previously introduced [Nodes](./nodes.md) as building blocks that represent tasks, and can be combined in a pipeline to build your workflow. A pipeline organises the dependencies and execution order of your collection of nodes, and connects inputs and outputs while keeping your code modular. The pipeline resolves dependencies to determine the node execution order, and does *not* necessarily run the nodes in the order in which they are passed in. -To benefit from Kedro's automatic dependency resolution, you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class can be created using the {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). +To benefit from Kedro's automatic dependency resolution is that you can chain your nodes into a {py:class}`~kedro.pipeline.Pipeline`, which is a list of nodes that use a shared set of variables. That class can be created using the {py:class}`~kedro.pipeline.modular_pipeline.pipeline` method, based on nodes or other pipelines (in which case all nodes from that pipeline will be used). The following sections explain how to create and use Kedro pipelines: From 1cfc4d7588de40dee96ed1e1ec97e22d1179dd96 Mon Sep 17 00:00:00 2001 From: Dmitry Sorokin Date: Tue, 2 Jul 2024 11:19:09 +0100 Subject: [PATCH 29/29] Add comments to create_pipeline func Signed-off-by: Dmitry Sorokin --- docs/source/nodes_and_pipelines/namespaces.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/source/nodes_and_pipelines/namespaces.md b/docs/source/nodes_and_pipelines/namespaces.md index 78d67e9198..f32e28c843 100644 --- a/docs/source/nodes_and_pipelines/namespaces.md +++ b/docs/source/nodes_and_pipelines/namespaces.md @@ -45,7 +45,7 @@ base_data_science = pipeline( ] ) # Creating a base data science pipeline that will be reused with different model training parameters - +# data_science pipeline creation function def create_pipeline(**kwargs) -> Pipeline: return pipeline( [base_data_science], # Creating a new data_science pipeline based on base_data_science pipeline

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