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width="600" height="300"} + ![Image title](assets/work_dark.png#only-dark){ width="600" height="300"} + + + +### __native orchestrators__ + +- Focus on resource management, job scheduling, robustness and scalability. +- Have less features on domain (data engineering, data science) activities. +- Difficult to run locally. +- Not ideal for quick experimentation or research activities. + +### __meta orchestrators__ + +- An abstraction over native orchestrators. +- Oriented towards domain (data engineering, data science) features. +- Easy to get started and run locally. +- Ideal for quick experimentation or research activities. + +```runnable``` is a _meta_ orchestrator with simple API, geared towards data engineering, data science activities. +It works in conjunction with _native_ orchestrators and an alternative to [kedro](https://docs.kedro.org/en/stable/index.html) +or [metaflow](https://metaflow.org/). + + + + + ```runnable``` stands out based on these design principles.

diff --git a/examples/comparisons/README.md b/examples/comparisons/README.md index d0295f48..2c39671d 100644 --- a/examples/comparisons/README.md +++ b/examples/comparisons/README.md @@ -1,22 +1,20 @@ -In this section, we take the familiar MNIST problem and implement it in different orchestration frameworks. - -The [original source code](https://github.com/pytorch/examples/blob/main/mnist/main.py) is shown in [source.py](source.py) - -The individual directories are orchestration specific implementations. - -## Notes - For the purpose of comparisons, consider the following function: ```python def func(x: int, y:pd.DataFrame): + # Access some data, input.csv # do something with the inputs. - # Write a file called data.csv for downstream steps. + # Write a file called output.csv for downstream steps. # return an output. return z ``` -It takes *inputs* x (integer) and y (a pandas dataframe or any other object), does some processing and writes a file to local disk and returns z (a simple datatype or object) +It takes + +- *inputs* x (integer) and y (a pandas dataframe or any other object), +- processes input data, input.csv expected on local file system +- writes a file, output.csv to local filesystem +- returns z (a simple datatype or object) The function in wrapped in runnable as: @@ -24,14 +22,19 @@ The function in wrapped in runnable as: from somewhere import func from runnable import PythonTask, pickled, Catalog -# instruction to move the file data.csv from local disk to a blob store -catalog = Catalog(put=["data.csv"]) +# instruction to get input.csv from catalog at the start of the step. +# and move output.csv to the catalog at the end of the step +catalog = Catalog(get=["input.csv"], put=["output.csv"]) + # Call the function, func and expect it to return "z" while moving the files # It is expected that "x" and "y" are parameters set by some upstream step. # If the return parameter is an object, use pickled("z") func_task = PythonTask(name="function", function=func, returns=["z"], catalog=catalog) ``` +Below are the implementations in alternative frameworks. Note that +the below are the best of our understanding of the frameworks, please let us +know if there are alternate implementations. ### metaflow @@ -55,12 +58,92 @@ class Flow(FlowSpec) - The API between ```runnable``` and ```metaflow``` are comparable. - There is a mechanism for functions to accept/return parameters. +- Both support parallel branches, arbitrary nesting of pipelines. + +The differences: + + + +##### dependency management: + +```runnable``` depends on the activated virtualenv for dependencies which is natural to python. +Use custom docker images to provide the same environment in cloud based executions. + +```metaflow``` uses decorators (conda, pypi) to specify dependencies. This has an advantage +of abstraction from docker ecosystem for the user. + +##### dataflow: + +In ```runnable```, data flow between steps is by an instruction in runnable to ```glob``` files in +local disk and present them in the same structure to downstream steps. + +```metaflow``` needs a code based instruction to do so. + +##### notebooks: + +```runnable``` allows notebook as tasks. Notebooks can take JSON style inputs and can return +pythonic objects for downstream steps. + +```metaflow``` does not support notebooks as tasks. + +##### infrastructure: + +```runnable```, in many ways, is just a transpiler to your chosen infrastructure. + +```metaflow``` is a platform with its own specified infrastructure. + +##### modular pipelines + +In ```runnable``` the individual pipelines of parallel and map states are +pipelines themselves and can run in isolation. This is not true in ```metaflow```. + +##### unit testing pipelines + +```runnable``` pipelines are testable using ```mocked``` executor where the executables can be mocked/patched. In ```metaflow```, it depends on how the +python function is wrapped in the pipeline. + + +### kedro + +The function in ```kedro``` implementation would roughly be: + +Note that any movement of files should happen via data catalog. + +```python +from kedro.pipeline import Pipeline, node, pipeline +from somewhere import func + +def create_pipeline(**kwargs) -> Pipeline: + return pipeline( + [ + node( + func=func, + inputs=["params:x", "y"], + outputs=["z"], + name="my_function", + ), + ... + ] + ) + +``` + +##### Structure + +Kedro needs a structure and configuration to set up a new project and provides +a CLI to get started. + +To use ```runnable``` as part of the project requires +adding a pipeline definition file (in python or yaml) and an optional configuration file. + +##### dataflow + +Kedro needs the data flowing through the pipeline via catalog.yaml which +provides a central place to understand the data. + +In ```runnable```, the data is presented to the individual tasks as +requested by the ```catalog``` instruction. -The differences between both: +##### notebooks -- dependency management in ```runnable``` is expected to be user driven and "pythonic" (venv, poetry etc) while metaflow packages provides a per-step (or flow level) libraries. -- data flow between steps is by an instruction in runnable to ```glob``` files in -local disk and present them in the same structure to downstream steps. ```metaflow``` needs this to be via code. -- runnable allows ```notebooks``` to be a task, allowing simple data types to be -parameters while collecting objects from the notebook execution. -- metaflow has a *platform* side to it and comes up with prescribed infrastructure while runnable is, in many ways, a transpiler to your chosen infrastructure. +Kedro supports notebooks for exploration but not as tasks of the pipeline.