From 3bc5d355b872be539e14ba3fe04e9a89280b47c3 Mon Sep 17 00:00:00 2001 From: Carles Sala Date: Sat, 9 Feb 2019 16:21:09 -0500 Subject: [PATCH 1/6] New documentation structure --- AUTHORS.rst | 1 - Makefile | 2 +- docs/community/adapters.rst | 4 + docs/community/annotations.rst | 119 +++++++++++++++ docs/community/contributing.rst | 78 ++++++++++ docs/community/custom.rst | 4 + docs/conf.py | 15 +- docs/getting_started/concepts.rst | 139 ++++++++++++++++++ .../install.rst} | 3 - docs/getting_started/quickstart.rst | 120 +++++++++++++++ docs/images/dai-logo.png | Bin 0 -> 886153 bytes docs/index.rst | 49 ++++-- docs/usage.rst | 7 - setup.py | 1 + 14 files changed, 510 insertions(+), 32 deletions(-) create mode 100644 docs/community/adapters.rst create mode 100644 docs/community/annotations.rst create mode 100644 docs/community/contributing.rst create mode 100644 docs/community/custom.rst create mode 100644 docs/getting_started/concepts.rst rename docs/{installation.rst => getting_started/install.rst} (98%) create mode 100644 docs/getting_started/quickstart.rst create mode 100644 docs/images/dai-logo.png delete mode 100644 docs/usage.rst diff --git a/AUTHORS.rst b/AUTHORS.rst index 278be9a5..dfb4f0c4 100644 --- a/AUTHORS.rst +++ b/AUTHORS.rst @@ -1,4 +1,3 @@ -======= Credits ======= diff --git a/Makefile b/Makefile index 17432367..523ea953 100644 --- a/Makefile +++ b/Makefile @@ -132,7 +132,7 @@ view-docs: docs ## view docs in browser .PHONY: serve-docs serve-docs: view-docs ## compile the docs watching for changes - watchmedo shell-command -W -R -D -p '*.rst;*.md' -c '$(MAKE) -C docs html' . + watchmedo shell-command -W -R -D -p '*.rst;*.md' -c '$(MAKE) -C docs html' docs # RELEASE TARGETS diff --git a/docs/community/adapters.rst b/docs/community/adapters.rst new file mode 100644 index 00000000..f3b0e819 --- /dev/null +++ b/docs/community/adapters.rst @@ -0,0 +1,4 @@ +Contributing Adapters +===================== + +TODO diff --git a/docs/community/annotations.rst b/docs/community/annotations.rst new file mode 100644 index 00000000..b7b7961d --- /dev/null +++ b/docs/community/annotations.rst @@ -0,0 +1,119 @@ +Contributing Annotations +======================== + +The simplest type of contributions are the ones that only involve modifications on JSON +annotations. + +These can modifications can come in different ways: + +Creating an annotation for a new primitive +------------------------------------------ + +The most usual scenario will be adding a new primitive that does not exist yet in the repository +and that can be directly integrated by writing a simple JSON annotation. + +In this case, please follow these steps: + +1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated + previuosly, provide as many details as possible about the new primitive, like links to the + documentation, what it does and what it is useful for. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this primitive, as maybe there are other primitive that offer the same functionality, + and about the best approach to add it. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Create a new JSON annotation. This can be made from scratch, or you can copy another one + and modify it. + 2. The name of the file should correspond to the fully qualified name of the class or function + that you are referencing inside the primitive. For example, if you are adding a primitive + that uses the class ``CoolPrimitive`` from the module ``super.cool.module``, the name of + the file should be ``super.cool.module.CoolPrimitive.json``. + 3. Add proper description of what the primitive does in the corresponding entry, as well as a + link to its documentation. If there is no documentation available, put the link to its + source code. And don't forget to add you name and e-mail address to the `contributors` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly + like your primitive. If adding a pipeline is not possible for any reason, please infirm the + maintainers, as this probably means that a new dataset might need to be added. + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consit of. + +Modifying an existing annotation +-------------------------------- + +Sometimes you might think that an existing annotation needs to be modified in some way. + +Usually this is because one of the following reasons: + +* There is an error in the JSON that prevents it from working properly +* Some hyperparameters are not properly exposed, or not exposed at all +* Documentation is not complete enough + +In this case, please follow these steps: + +1. Create a new GitHub issue explaining what needs to be changed and why. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discussion, as sometimes you might find + out that some of the things that you considered an error are actually intentional. For example, + a hyperparameter that you consider missing might have been intentionally left out for + performance or compatibility issues. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. Don't + forget to add you name and e-mail address to the `contributors` list while you are at it! +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consit of. + +Creating a new version of an existing annotation +------------------------------------------------ + +Sometimes you might find that a primitive for a particular annotation already exists, but that +modifying it in some way allows adapting it more precisely to some particular scenarios while, +at the same time making this unusable for others + +Some examples of this would include: + +* Use the ``predict_proba`` method instead of the ``predict`` one in a scikit-learn classifier. +* Alter the hyperparameter ranges to make the primitive more efficient when working with certain + type of data or problems. + +In this cases, what you need to do is to create a new annotation which is basically a copy of +the other one with some modifications. + +In this case, please follow these steps: + +1. Create a new GitHub issue explaining what needs to be changed and why. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. As always, be open to discussion, as sometimes you + might find that the behavior which you want to cover is already achievabe by using certain + ``init_params``. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Make a copy of the original JSON annotation. + 2. The name of the file should be the same as the original one, with a suffix added after the + last dot ``.`` indicating what the changes are. For example, if you are adapting the + hyperparameters of the primitive named ``some.cool.primitive.json`` to improve its + performance on huge datasets, you might name the new file + ``some.cool.primitive.huge_datasets.json``. + 3. Apply the necessary changes to the new file and add it to the repository. Don't forget to + add you name and e-mail address to the `contributors` list while you are at it! + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consit of. diff --git a/docs/community/contributing.rst b/docs/community/contributing.rst new file mode 100644 index 00000000..0f4ebe55 --- /dev/null +++ b/docs/community/contributing.rst @@ -0,0 +1,78 @@ +Contributing to the Project +=========================== + +MLPrimitive library is an open source compendium of all possible data transforms that are used by +machine learning practitioners. It is a community driven effort, so it relies on the community. +We designed it thoughtfully so much of the contributions here can have shelf life greater than +any of the machine learning libraries it integrates. It represents the combined knowledge of all +the contributors and allows many systems to be built using the annotations themselves. A few +examples of such systems in healthcare, education will be soon released. You can contribute to +the library in several ways: + +Reporting Issues +---------------- + +If there is something that you would like to see changed in the project, or that you just want +to ask, please create an issue at https://github.com/HDI-Project/MLPrimitives/issues + +If you do so, please: + +* Explain in detail what you are requesting. +* Keep the scope as narrow as possible, to make it easier to implement or respond. +* Remember that this is a volunteer-driven project and that the maintainers will attend every + request as soon as possible, but that in some cases this might take some time. + +Below there are some examples of the types of issues that you might want to create. + +Request new primitives +~~~~~~~~~~~~~~~~~~~~~~ + +Sometimes you will feel that a necessary primitive is missing and should be integrated. + +In this case, please create an issue indicating the name of the primitive and a link to +its documentation. + +If the primitive documentation is unclear or not precise enough to know what needs to be +integrated only by reading it, please add as many details as necessary in the issue description. + +Request new features +~~~~~~~~~~~~~~~~~~~~ + +If there is any other feature that you would like to see implemented, such as adding new +functionalities to the existing custom primitives, or changing their behavior to cover +a broader range of cases, you can also create an issue. + +If you do so, please indicate all the details about what you request as well as some use +cases of the new feature. + +Report Bugs +~~~~~~~~~~~ + +If you find something that fails, please report it including: + +* Your operating system name and version. +* Any details about your local setup that might be helpful in troubleshooting. +* Detailed steps to reproduce the bug. + +Ask for Documentation +~~~~~~~~~~~~~~~~~~~~~ + +If there is something that is not documented well enough, do not hesitate to point at that +in a new issue and request the necessary changes. + +Write Documentation +------------------- + +MLPrimitives could always use more documentation, whether as part of the official MLPrimitives +docs, in docstrings, or even on the web in blog posts, articles, and such, so feel free to +contribute any changes that you deem necessary, from fixing a simple typo, to writing whole +new pages of documentation. + +Contribute code +--------------- + +If you want to contribute to the project with your own code, you are more than welcome +to do so! :) + +The necessary steps depending on the type of contributions are thoroughly covered in the next +sections of this documentation. Keep reading! diff --git a/docs/community/custom.rst b/docs/community/custom.rst new file mode 100644 index 00000000..79e1a3b0 --- /dev/null +++ b/docs/community/custom.rst @@ -0,0 +1,4 @@ +Contributing Custom Primitives +============================== + +TODO diff --git a/docs/conf.py b/docs/conf.py index 88fdc4a3..8c2df64f 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -1,7 +1,7 @@ #!/usr/bin/env python # -*- coding: utf-8 -*- # -# MLBlocks documentation build configuration file, created by +# MLPrimitives documentation build configuration file, created by # sphinx-quickstart on Fri Jun 9 13:47:02 2017. # # This file is execfile()d with the current directory set to its @@ -18,15 +18,10 @@ # relative to the documentation root, use os.path.abspath to make it # absolute, like shown here. -# import os -# import sys - import sphinx_rtd_theme # For read the docs theme from recommonmark.parser import CommonMarkParser # from recommonmark.transform import AutoStructify -# sys.path.insert(0, os.path.abspath('..')) - import mlprimitives # -- General configuration --------------------------------------------- @@ -44,18 +39,18 @@ 'sphinx.ext.viewcode', 'sphinx.ext.napoleon', # 'sphinx.ext.graphviz', - # 'IPython.sphinxext.ipython_console_highlighting', - # 'IPython.sphinxext.ipython_directive', + 'IPython.sphinxext.ipython_console_highlighting', + 'IPython.sphinxext.ipython_directive', ] -# ipython_execlines = ["import pandas as pd", "pd.set_option('display.width', 1000000)"] +ipython_execlines = ["import pandas as pd", "pd.set_option('display.width', 1000000)"] # Add any paths that contain templates here, relative to this directory. templates_path = ['_templates'] # The suffix(es) of source filenames. # You can specify multiple suffix as a list of string: -source_suffix = ['.rst', '.md'] #, '.ipynb'] +source_suffix = ['.rst', '.md', '.ipynb'] # source_parsers = { # '.md': CommonMarkParser, diff --git a/docs/getting_started/concepts.rst b/docs/getting_started/concepts.rst new file mode 100644 index 00000000..d6232fb6 --- /dev/null +++ b/docs/getting_started/concepts.rst @@ -0,0 +1,139 @@ +Basic Concepts +============== + +Before diving into advance usage and contributions, let's review the the basic concept of the +library to help you get started. + +What is a primitive? +-------------------- + +A primitive is a data processing block. Along with a code that does the processing on the data, +a primitive also has an associated JSON file that has a number of annotations. These annotations +help automated algorithms to interpret the primitive, and data scientists to construct machine +learning pipelines with proper provenance and full transparency about each individual components. + +Continue reading to learn more about annotations and how to curate your own annotations. + + +Types of Primitives +------------------- + +Function Primitives +~~~~~~~~~~~~~~~~~~~ + +The most simple type of primitives are simple functions that can be called directly, without +the need to created any class instance before. + +In most cases, if not all, these functions do not have any associated learning process, and their +behavior is always the same both during the fitting and the predicting phases of the pipeline. + +A simple example of such a primitive would be the ``numpy.argmax`` function, which expects a 2 +dimensional array as input, and returns a 1 dimensional array that indicates the index of +the maximum values along an axis. + +Class Primitives +~~~~~~~~~~~~~~~~ + +A more complex type of primitives are classes which need to be instantiated before they can be +used. + +In most cases, these classes will have an associated learning process, and they will have some +fit method or equivalent that will be called during the fitting phase but not during the +predicting one. + +A simple example of such a primitive would be the ``sklearn.preprocessing.StandardScaler`` class, +which is used to standardize a set of values by calculating their z-score, which means centering +them around 0 and scaling them to unit variance. + +This primitive has an associated learning process, where it calculates the mean and standard +deviation of the training data, to later on use them to transform the prediction data to the same +center and scale. + + +Types of Integrations +--------------------- + +Directly integrable primitives +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +Some libraries already follow the `fit-produce` abstraction. That is, they already have several +data processing building blocks that have this abstraction. A good example of these type of +primitives are most of the estimators from the scikit-learn library. These building blocks usually +have these characteristics: + +* Tunable hyperparameters are simple values of the supported basic types: + * ``str`` + * ``bool`` + * ``int`` + * ``float`` +* Creating the class instance or calling the fit or produce methods does not require building + any complex structure before the call is made. +* The fitting and predicting phase consist of a single method or function call each. + +In this case, no additional code is necessary to adapt them and those blocks can be brought into +MLPrimitives using nothing else than a single JSON annotation file. Current primitives that just +have these JSON files can be found in the mlprimitives/jsons folder. + +Examples +******** + +* `numpy.argmax`_ +* `sklearn.preprocessing.StandardScaler`_ +* `xgboost.XGBClassifier`_ + +.. note:: If the code is directly usable then why create a JSON annotation file? While the code is + directly usable, most building blocks do not have an associated metadata we need for + automation. Usually when using scikit-learn for example, a data scientist goes through + the documentation to understand different hyperparameters, their ranges and has to do a + lot of manual inference before they can use them. + + +Primitives that require a Python adapter +~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The second type of primitives are the ones that need some kind of adaptation process to fit to our +API, but whose behaviour is not altered in any way by this process. The type of primitives that +are integrated in this way are the ones that have some of these characteristics: + +* Need some additional steps after the instantiation in order to be prepared to run. +* The tunable hyperparameters need some kind of transformation or instantiation before they can be + passed to the primitive. +* The primitive cannot be directly applied to the inputs or the outputs, we support, and need to + be manipulated in some way before they can be passed to any other primitive. + +Some examples of these primitives are the Keras models, which need to be built in several steps +and later on compiled before they can be used, or some image transformation primitives which need +to be applied to the images one by one. These primitives consist of some Python code which can be +found in the ``mlprimitives.adapters`` module, as well as JSON annotations that point at the +corresponding functions or classes, which can be found in the `mlprimitives/jsons folder`_. + +Examples +******** + +* LightFM +* Keras Sequential LSTMTextClassifier +* NetworkX Graph Feature Extraction + + +Custom primitives +~~~~~~~~~~~~~~~~~ + +The third type are custom primitives implemented specifically for this library. These custom +primitives may be implemented from scratch or they may be using third party tools in such a way +as to alter the third party tool’s native behavior to add new functionalities. + +This type of primitives consist of Python code from the mlprimitives module, as well as the +corresponding JSON annotations, which can also be found in the `mlprimitives/jsons folder`_. + +Examples +******** + +* Preprocessing Class Encoder +* Vocabulary Counter +* Text Cleaner + + +.. _mlprimitives/jsons folder: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons +.. _numpy.argmax: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/numpy.argmax.json +.. _sklearn.preprocessing.StandardScaler: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/sklearn.preprocessing.StandardScaler.json +.. _xgboost.XGBClassifier: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/xgboost.XGBClassifier.json diff --git a/docs/installation.rst b/docs/getting_started/install.rst similarity index 98% rename from docs/installation.rst rename to docs/getting_started/install.rst index 3bd4210e..d079552e 100644 --- a/docs/installation.rst +++ b/docs/getting_started/install.rst @@ -1,10 +1,8 @@ .. highlight:: shell -============ Installation ============ - Stable release -------------- @@ -23,7 +21,6 @@ you through the process. .. _pip: https://pip.pypa.io .. _Python installation guide: http://docs.python-guide.org/en/latest/starting/installation/ - From sources ------------ diff --git a/docs/getting_started/quickstart.rst b/docs/getting_started/quickstart.rst new file mode 100644 index 00000000..6e0b490b --- /dev/null +++ b/docs/getting_started/quickstart.rst @@ -0,0 +1,120 @@ +Quickstart +========== + +Below is a short tutorial that will show you how to get started using MLPrimitives with MLBlocks. + +In this tutorial we will learn how to: + +* Create a pipeline using multiple primitives +* Obtain the list of tunable hyperparameters from the pipeline +* Specify hyperparameters for each primitive in the pipeline +* Fit the pipeline using training data +* Use the pipeline to make predictions from new data + +Creating a pipeline +------------------- + +With MLBlocks, creating a pipeline is as simple as specifying a list of primitives and passing +them to the `MLPipeline class`_: + +.. ipython:: python + + from mlblocks import MLPipeline + primitives = [ + 'mlprimitives.custom.feature_extraction.StringVectorizer', + 'sklearn.ensemble.RandomForestClassifier', + ] + pipeline = MLPipeline(primitives) + +Optionally, specific `hyperparameters`_ can be also set by specifying them in a dictionary: + +.. ipython:: python + + hyperparameters = { + 'sklearn.ensemble.RandomForestClassifier': { + 'n_estimators': 100 + } + } + pipeline = MLPipeline(primitives, hyperparameters) + +Once the pipeline has been instantiated, we can easily see what `hyperparameters`_ have been set +for each block, by calling the `get_hyperparameters method`_. + +The output of this method is a dictionary which has the name of each block as keys and +a dictionary with the `hyperparameters`_ of the corresponding block as values. + +.. ipython:: python + + pipeline.get_hyperparameters() + +Tunable Hyperparameters +----------------------- + +One of the main features of `MLBlocks JSON Annotations`_ is the possibility to indicate +the type and possible values that each primitive hyperparameter accepts. + +The list of possible hyperparameters and their details can easily be obtained from the pipeline +instance by calling its `get_tunable_hyperparameters method`_. + +The output of this method is a dictionary that contains the list of tunable hyperparameters +for each block in the pipeline, ready to be passed to any hyperparameter tuning library such +as `BTB`_. + +.. ipython:: python + + pipeline.get_tunable_hyperparameters() + +Setting Hyperparameters +----------------------- + +Modifying the hyperparameters of an already instantiated pipeline can be done using the +`set_hyperparameters method`_, which expects a dictionary with the same format as the returned +by the `get_hyperparameters method`_. + +Note that if a subset of the hyperparameters is passed, only these will be modified, and the +other ones will remain unmodified. + +.. ipython:: python + + new_hyperparameters = { + 'sklearn.ensemble.RandomForestClassifier#1': { + 'max_depth': 15 + } + } + pipeline.set_hyperparameters(new_hyperparameters) + hyperparameters = pipeline.get_hyperparameters() + hyperparameters['sklearn.ensemble.RandomForestClassifier#1']['max_depth'] + +Making predictions +------------------ + +Once we have created the pipeline with the desired hyperparameters we can fit it +and then use it to make predictions on new data. + +To do this, we first call the ``fit`` method passing the training data and the corresponding +labels. + +.. ipython:: python + + from mlblocks.datasets import load_personae + dataset = load_personae() + X_train, X_test, y_train, y_test = dataset.get_splits(1) + pipeline.fit(X_train, y_train) + +Once we have fitted our model to our data, we can call the ``predict`` method passing new data +to obtain predictions from the pipeline. + +.. ipython:: python + + predictions = pipeline.predict(X_test) + predictions + dataset.score(y_test, predictions) + +.. _you have already installed them: install.html#additional-dependencies +.. _MLPipeline class: ../api_reference.html#mlblocks.MLPipeline +.. _get_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.get_hyperparameters +.. _hyperparameters: ../advanced_usage/hyperparameters.html +.. _MLBlocks JSON Annotations: ../advanced_usage/primitives.html#json-annotations +.. _get_tunable_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.get_tunable_hyperparameters +.. _BTB: https://github.com/HDI-Project/BTB +.. _set_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.set_hyperparameters 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z=y*opYkXk__>%m;lHxu>HQjpJtVGc@On607o1%hr@JndOOU{+OB`TC51u!ej3m=hM?Ra z{HO)^8Vi-k^-{7q=sErNy(al-?!#E!0czKfNgN%5>V`Ev75{Y(D&u-NFEBByko{K@ z<8n7MZD|zATFCW-)KUeJHr{nTDjMs|-%TG|r!gs${no&90qgb_S|61?O10c$&pyhu z&9N@4G_v;B$qJ^i33?m$8fp=FgrZI&C+iWRuuNDC>KEb=hsSdG| zs=l#d%a=;&zbKkAU==}l z3~78;q~B<@EZVtZW|9zrorc{#fAp_m-IKtu^zRM!#Luu^nBGYS|F){8&4zyUq>?Yw zpQ({)^Z4sCp^5+BUu$dE X$MmkW8|W - installation - usage + self + getting_started/install + getting_started/quickstart + getting_started/concepts .. toctree:: - :caption: Advanced Usage - :hidden: + :caption: Community + :maxdepth: 2 - API Reference + Contributing + Annotations + Adapters + Custom Primitives .. toctree:: - :caption: Development Notes + :caption: Resources :hidden: + API Reference contributing authors history diff --git a/docs/usage.rst b/docs/usage.rst deleted file mode 100644 index 2a2a918a..00000000 --- a/docs/usage.rst +++ /dev/null @@ -1,7 +0,0 @@ -===== -Usage -===== - -To use MLPrimitives in a project:: - - import mlprimitives diff --git a/setup.py b/setup.py index d4f3c2a3..95c70346 100644 --- a/setup.py +++ b/setup.py @@ -59,6 +59,7 @@ 'Sphinx>=1.7.1', 'sphinx_rtd_theme>=0.2.4', 'recommonmark>=0.4.0', + 'ipython==6.5.0', # style check 'flake8>=3.5.0', From 730f1d8876d2de27d2baf2936fb6c4f29fad330a Mon Sep 17 00:00:00 2001 From: Carles Sala Date: Sat, 9 Feb 2019 16:27:02 -0500 Subject: [PATCH 2/6] Add development and unit test guidelines to docs --- docs/community/contributing.rst | 34 ++++++++++++++++++ docs/getting_started/development.rst | 52 ++++++++++++++++++++++++++++ docs/index.rst | 1 + 3 files changed, 87 insertions(+) create mode 100644 docs/getting_started/development.rst diff --git a/docs/community/contributing.rst b/docs/community/contributing.rst index 0f4ebe55..c69bfe63 100644 --- a/docs/community/contributing.rst +++ b/docs/community/contributing.rst @@ -76,3 +76,37 @@ to do so! :) The necessary steps depending on the type of contributions are thoroughly covered in the next sections of this documentation. Keep reading! + +Unit Testing Guidelines +~~~~~~~~~~~~~~~~~~~~~~~ + +If you are going to contribute Python code, we will ask you to write unit tests that cover +your development, following these requirements: + +1. Unit Tests should be based only in unittest and pytest modules. + +2. The tests that cover a module called ``mlprimitives/path/to/a_module.py`` should be + implemented in a separated module called ``tests/mlprimitives/path/to/test_a_module.py``. + Note that the module name has the ``test_`` prefix and is located in a path similar + to the one of the tested module, just inside te ``tests`` folder. + +3. Each method of the tested module should have at least one associated test method, and + each test method should cover only **one** use case or scenario. + +4. Test case methods should start with the ``test_`` prefix and have descriptive names + that indicate which scenario they cover. + Names such as ``test_some_methed_input_none``, ``test_some_method_value_error`` or + ``test_some_method_timeout`` are right, but names like ``test_some_method_1``, + ``some_method`` or ``test_error`` are not. + +5. Each test should validate only what the code of the method being tested does, and not + cover the behavior of any third party package or tool being used, which is assumed to + work properly as far as it is being passed the right values. + +6. Any third party tool that may have any kind of random behavior, such as some Machine + Learning models, databases or Web APIs, will be mocked using the ``mock`` library, and + the only thing that will be tested is that our code passes the right values to them. + +7. Unit tests should not use anything from outside the test and the code being tested. This + includes not reading or writting to any filesystem or database, which will be properly + mocked. diff --git a/docs/getting_started/development.rst b/docs/getting_started/development.rst new file mode 100644 index 00000000..91c32b5c --- /dev/null +++ b/docs/getting_started/development.rst @@ -0,0 +1,52 @@ +Development Setup +================= + +Ready to contribute? Here's how to set up `MLPrimitives` for local development. + +1. Fork the `MLPrimitives` repo on GitHub. +2. Clone your fork locally:: + + $ git clone git@github.com:your_name_here/MLPrimitives.git + +3. Install your local copy into a virtualenv. Assuming you have virtualenvwrapper installed, + this is how you set up your fork for local development:: + + $ mkvirtualenv MLPrimitives + $ cd MLPrimitives/ + $ make install-develop + +4. Create a branch for local development:: + + $ git checkout -b name-of-your-bugfix-or-feature + + Now you can make your changes locally. + +5. While hacking your changes, make sure to cover all your developments with the required + unit tests, and that none of the old tests fail as a consequence of your changes. + For this, make sure to run the tests suite and check the code coverage:: + + $ make test # Run the tests + $ make coverage # Get the coverage report + +6. When you're done making changes, check that your changes pass flake8 and the + tests, including testing other Python versions with tox:: + + $ make lint # Check code styling + $ make test-all # Execute tests on all python versions + +7. Make also sure to include the necessary documentation in the code as docstrings following + the `google docstring`_ style. + If you want to view how your documentation will look like when it is published, you can + generate and view the docs with this command:: + + $ make viewdocs + +8. Commit your changes and push your branch to GitHub:: + + $ git add . + $ git commit -m "Your detailed description of your changes." + $ git push origin name-of-your-bugfix-or-feature + +9. Submit a pull request through the GitHub website. + +.. _google docstring: https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html diff --git a/docs/index.rst b/docs/index.rst index e71a9d93..c39d7e19 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -32,6 +32,7 @@ Why did we create this library? getting_started/install getting_started/quickstart getting_started/concepts + getting_started/development .. toctree:: :caption: Community From 9aea88ffc9039c8ce95476d2238b6a2256577755 Mon Sep 17 00:00:00 2001 From: BFar Date: Fri, 22 Feb 2019 18:32:32 -0500 Subject: [PATCH 3/6] Add Adapters and Custom primitives docs --- docs/community/adapters.rst | 42 +++++++++++++++++++++++++++++++++++- docs/community/custom.rst | 43 ++++++++++++++++++++++++++++++++++++- docs/conf.py | 1 + 3 files changed, 84 insertions(+), 2 deletions(-) diff --git a/docs/community/adapters.rst b/docs/community/adapters.rst index f3b0e819..c2a3a867 100644 --- a/docs/community/adapters.rst +++ b/docs/community/adapters.rst @@ -1,4 +1,44 @@ Contributing Adapters ===================== -TODO +Adapters are primitives that need some kind of adaptation process to fit to our API, but whose +behaviour is not altered in any way by this process. + +In this case, please follow these steps: + +1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated + previuosly, provide as many details as possible about the new primitive, like links to the + documentation, what it does and what it is useful for. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this primitive, as maybe there are other primitive that offer the same functionality, + and about the best approach to add it. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Create a new JSON annotation. This can be made from scratch, or you can copy another one + and modify it. + 2. The name of the file should correspond to the fully qualified name of the class or function + that you are referencing inside the primitive. For example, if you are adding a primitive + that uses the class ``CoolPrimitive`` from the module ``super.cool.module``, the name of + the file should be ``super.cool.module.CoolPrimitive.json``. + 3. Add proper description of what the primitive does in the corresponding entry, as well as a + link to its documentation. If there is no documentation available, put the link to its + source code. And don't forget to add you name and e-mail address to the `contributors` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly + like your primitive. If adding a pipeline is not possible for any reason, please infirm the + maintainers, as this probably means that a new dataset might need to be added. + 5. Create a adapter python module and add it to the ``mlprimitives/adapters/`` directory. The + name of the module should match the name of your primitive but be in snake_case format. + 6. Follow a coding style consistent with the rest of the library when writing your custom python + module. The code should follow all PEP-8 standards, include the necessary documentation in + the code as docstrings, and use a valid JSON format. + 7. Write unit tests that follow the Unit Testing Guidelines as defined in :ref:`Contributing to the Project` + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consit of. diff --git a/docs/community/custom.rst b/docs/community/custom.rst index 79e1a3b0..f32222b8 100644 --- a/docs/community/custom.rst +++ b/docs/community/custom.rst @@ -1,4 +1,45 @@ Contributing Custom Primitives ============================== -TODO +Custom primitives are those implemented specifically for this library. These may be implemented +from scratch or they may use third party tools. + +In this case, please follow these steps: + +1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated + previuosly, provide as many details as possible about the new primitive, like links to the + documentation, what it does and what it is useful for. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this primitive, as maybe there are other primitive that offer the same functionality, + and about the best approach to add it. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Create a new JSON annotation. This can be made from scratch, or you can copy another one + and modify it. + 2. The name of the file should correspond to the fully qualified name of the class or function + that you are referencing inside the primitive. For example, if you are adding a primitive + that uses the class ``CoolPrimitive`` from the module ``super.cool.module``, the name of + the file should be ``super.cool.module.CoolPrimitive.json``. + 3. Add proper description of what the primitive does in the corresponding entry, as well as a + link to its documentation. If there is no documentation available, put the link to its + source code. And don't forget to add you name and e-mail address to the `contributors` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly + like your primitive. If adding a pipeline is not possible for any reason, please infirm the + maintainers, as this probably means that a new dataset might need to be added. + 5. Create a custom python module and add it to the ``mlprimitives/custom/`` directory. The name + of the module should match the name of your primitive but be in snake_case format (e.g. + ``cool_primitive.py``). + 6. Follow a coding style consistent with the rest of the library when writing your custom python + module. The code should follow all PEP-8 standards, include the necessary documentation in + the code as docstrings, and use a valid JSON format. + 7. Write unit tests that follow the Unit Testing Guidelines as defined in :ref:`Contributing to the Project` + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consit of. diff --git a/docs/conf.py b/docs/conf.py index 8c2df64f..0d8b03c7 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -41,6 +41,7 @@ # 'sphinx.ext.graphviz', 'IPython.sphinxext.ipython_console_highlighting', 'IPython.sphinxext.ipython_directive', + 'sphinx.ext.autosectionlabel', ] ipython_execlines = ["import pandas as pd", "pd.set_option('display.width', 1000000)"] From 8a5212576d29e55b8c0ee115e74cfbd8703fe9a7 Mon Sep 17 00:00:00 2001 From: Carles Sala Date: Tue, 26 Feb 2019 16:46:21 -0500 Subject: [PATCH 4/6] Cleanup and set the new documentation structure --- CONTRIBUTING.rst | 218 ++++++--------------------- docs/community/adapters.rst | 129 ++++++++++++---- docs/community/annotations.rst | 35 +++-- docs/community/contributing.rst | 115 +++++++------- docs/community/custom.rst | 129 ++++++++++++---- docs/community/welcome.rst | 87 +++++++++++ docs/conf.py | 2 +- docs/contributing.rst | 1 - docs/getting_started/concepts.rst | 47 ++++-- docs/getting_started/development.rst | 52 ------- docs/getting_started/install.rst | 34 ++++- docs/index.rst | 9 +- 12 files changed, 488 insertions(+), 370 deletions(-) create mode 100644 docs/community/welcome.rst delete mode 100644 docs/contributing.rst delete mode 100644 docs/getting_started/development.rst diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst index 73ac4f4f..8867adff 100644 --- a/CONTRIBUTING.rst +++ b/CONTRIBUTING.rst @@ -1,19 +1,28 @@ .. highlight:: shell -============ -Contributing -============ +Welcome to the Community +======================== -Contributions are welcome, and they are greatly appreciated! Every little bit -helps, and credit will always be given. +MLPrimitive library is an open source compendium of all the possible data transforms +that are used by machine learning practitioners. -You can contribute in many ways: +It is a community driven effort, so it relies on the community. For this reason, we designed it +thoughtfully so much of the contributions here can have shelf life greater than any of the +machine learning libraries it integrates, as it represents the combined knowledge of all the +contributors and allows many different systems to be built using the annotations themselves. -Types of Contributions -====================== +So, are you ready to join the community? If so, please feel welcome and keep reading! + +Types of contributions +---------------------- + +There are several ways to contribute to a project like **MLPrimitives**, and they do not always +involve coding. + +If you want to contribute but do not know where to start, consider one of the following options: Reporting Issues ----------------- +~~~~~~~~~~~~~~~~ If there is something that you would like to see changed in the project, or that you just want to ask, please create an issue at https://github.com/HDI-Project/MLPrimitives/issues @@ -28,18 +37,18 @@ If you do so, please: Below there are some examples of the types of issues that you might want to create. Request new primitives -~~~~~~~~~~~~~~~~~~~~~~ +********************** -Sometimes you will feel that a necessary primitive is missing and should be integrated. +Sometimes you will feel that a necessary primitive is missing and should be added. In this case, please create an issue indicating the name of the primitive and a link to its documentation. If the primitive documentation is unclear or not precise enough to know what needs to be -integrated only by reading it, please add as many details as necessary in the issue description. +done only by reading it, please add as many details as necessary in the issue description. Request new features -~~~~~~~~~~~~~~~~~~~~ +******************** If there is any other feature that you would like to see implemented, such as adding new functionalities to the existing custom primitives, or changing their behavior to cover @@ -49,7 +58,7 @@ If you do so, please indicate all the details about what you request as well as cases of the new feature. Report Bugs -~~~~~~~~~~~ +*********** If you find something that fails, please report it including: @@ -58,48 +67,11 @@ If you find something that fails, please report it including: * Detailed steps to reproduce the bug. Ask for Documentation -~~~~~~~~~~~~~~~~~~~~~ +********************* If there is something that is not documented well enough, do not hesitate to point at that in a new issue and request the necessary changes. -Implementing Changes --------------------- - -If you want to contribute to the project with your own changes, you are more than welcome -to do so! :) - -In this case, please do the following steps: - -1. Indicate your intentions in a GitHub issue, by saying so in the project description or in - a comment. If no issue exists yet for the changes that you want to implement, please - create one. -2. After you have done so, please wait for the feedback from the maintainers, who will approve - the issue and assign it to you, before proceeding to implement any changes. -3. Implement the necessary changes in your own fork of the project. Please implement them in - a branch named after the issue number and title. -4. Make sure that your changes include unit tests and that the existing tests and quality - checks are all executed successfully. -5. Push all your changes to GitHub and open a Pull Request, indicating what was implemented - in the description. - -Below there are some more details about each type of contribution possible. - -Integrate new primitives -~~~~~~~~~~~~~~~~~~~~~~~~ - -If you want to contribute integrating new third party primitives, you are welcome to contribute -the necessary JSON annotations and Python adapters. - -Implement new primitives -~~~~~~~~~~~~~~~~~~~~~~~~ - -If what you want to implement is not available in any third party library, you can also contribute -the necessary Python code directly in any of the `mlprimitives` sub-modules. - -In this case, please remember to also include the necessary JSON annotations, as well as the -corresponding documentation. - Write Documentation ~~~~~~~~~~~~~~~~~~~ @@ -108,115 +80,14 @@ docs, in docstrings, or even on the web in blog posts, articles, and such, so fe contribute any changes that you deem necessary, from fixing a simple typo, to writing whole new pages of documentation. -Get Started! -============ - -Ready to contribute? Here's how to set up `MLPrimitives` for local development. - -1. Fork the `MLPrimitives` repo on GitHub. -2. Clone your fork locally:: - - $ git clone git@github.com:your_name_here/MLPrimitives.git - -3. Install your local copy into a virtualenv. Assuming you have virtualenvwrapper installed, - this is how you set up your fork for local development:: - - $ mkvirtualenv MLPrimitives - $ cd MLPrimitives/ - $ make install-develop - -4. Create a branch for local development:: - - $ git checkout -b name-of-your-bugfix-or-feature - - Now you can make your changes locally. - -5. While hacking your changes, make sure to cover all your developments with the required - unit tests, and that none of the old tests fail as a consequence of your changes. - For this, make sure to run the tests suite and check the code coverage:: - - $ make test # Run the tests - $ make coverage # Get the coverage report - -6. When you're done making changes, check that your changes pass flake8 and the - tests, including testing other Python versions with tox:: - - $ make lint # Check code styling - $ make test-all # Execute tests on all python versions +Contribute code +~~~~~~~~~~~~~~~ -7. Make also sure to include the necessary documentation in the code as docstrings following - the `google docstring`_ style. - If you want to view how your documentation will look like when it is published, you can - generate and view the docs with this command:: +Obviously, the main element in the MLPrimitives library is the code. - $ make viewdocs +If you are willing to contribute to it, please check the documentation for more details about +how to proceed! -8. Commit your changes and push your branch to GitHub:: - - $ git add . - $ git commit -m "Your detailed description of your changes." - $ git push origin name-of-your-bugfix-or-feature - -9. Submit a pull request through the GitHub website. - -.. _google docstring: https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html - -Pull Request Guidelines -======================= - -Before you submit a pull request, check that it meets these guidelines: - -1. It resolves an open GitHub Issue and contains its reference in the title or - the comment. If there is no associated issue, feel free to create one. -2. Whenever possible, it resolves only **one** issue. If your PR resolves more than - one issue, try to split it in more than one pull request. -3. The pull request should include unit tests that cover all the changed code -4. If the pull request adds functionality, the docs should be updated. Put - your new functionality into a function with a docstring, and add the - feature to the list in README.rst. -5. The pull request should work for Python2.7, 3.4, 3.5 and 3.6. Check - https://travis-ci.org/HDI-Project/MLPrimitives/pull_requests - and make sure that all the checks pass. - -Unit Testing Guidelines -======================= - -All the Unit Tests should comply with the following requirements: - -1. Unit Tests should be based only in unittest and pytest modules. - -2. The tests that cover a module called ``mlprimitives/path/to/a_module.py`` should be - implemented in a separated module called ``tests/mlprimitives/path/to/test_a_module.py``. - Note that the module name has the ``test_`` prefix and is located in a path similar - to the one of the tested module, just inside te ``tests`` folder. - -3. Each method of the tested module should have at least one associated test method, and - each test method should cover only **one** use case or scenario. - -4. Test case methods should start with the ``test_`` prefix and have descriptive names - that indicate which scenario they cover. - Names such as ``test_some_methed_input_none``, ``test_some_method_value_error`` or - ``test_some_method_timeout`` are right, but names like ``test_some_method_1``, - ``some_method`` or ``test_error`` are not. - -5. Each test should validate only what the code of the method being tested does, and not - cover the behavior of any third party package or tool being used, which is assumed to - work properly as far as it is being passed the right values. - -6. Any third party tool that may have any kind of random behavior, such as some Machine - Learning models, databases or Web APIs, will be mocked using the ``mock`` library, and - the only thing that will be tested is that our code passes the right values to them. - -7. Unit tests should not use anything from outside the test and the code being tested. This - includes not reading or writting to any filesystem or database, which will be properly - mocked. - -Tips -==== - -To run a subset of tests:: - - $ pytest tests.test_mlprimitives Release Workflow ================ @@ -225,17 +96,26 @@ The process of releasing a new version involves several steps combining both ``g ``bumpversion`` which, briefly: 1. Merge what is in ``master`` branch into ``stable`` branch. -2. Update the version in ``setup.cfg``, ``mlprimitives/__init__.py`` and ``HISTORY.md`` files. -3. Create a new TAG pointing at the correspoding commit in ``stable`` branch. +2. Update the version in the code and condiguration files. +3. Create a new git tag pointing at the corresponding commit in ``stable`` branch. 4. Merge the new commit from ``stable`` into ``master``. -5. Update the version in ``setup.cfg`` and ``mlprimitives/__init__.py`` to open the next - development interation. +2. Update the version in the code and condiguration files again to start the next development iteration. + +.. note:: Before starting the process, make sure that ``HISTORY.md`` has been updated with a new + entry that explains the changes that will be included in the new version. + Normally this is just a list of the Pull Requests that have been merged to master + since the last release. + +Once this is done, run of the following commands: + +1. If you are releasing a patch version:: + + make release + +2. If you are releasing a minor version:: + + make release-minor -**Note:** Before starting the process, make sure that ``HISTORY.md`` has a section titled -after thew new version that is about to be released with the list of changes that will be -included in the new version, and that these changes are all committed and available in the -``master`` branch. -Normally this is just a list of the Issues that have been closed since the latest version. +3. If you are releasing a major version:: -Once this is done, just run the commands ``make release`` and insert the PyPi username and -password when required. + make release-major diff --git a/docs/community/adapters.rst b/docs/community/adapters.rst index c2a3a867..a962a8d4 100644 --- a/docs/community/adapters.rst +++ b/docs/community/adapters.rst @@ -1,44 +1,121 @@ Contributing Adapters ===================== -Adapters are primitives that need some kind of adaptation process to fit to our API, but whose -behaviour is not altered in any way by this process. +If the primitives that you want to add are not compliant with our `fit-produce` schema you will +probably need to either add an adapter or modify an existing one in order to add them. -In this case, please follow these steps: +Creating a new Adapter +---------------------- -1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated - previuosly, provide as many details as possible about the new primitive, like links to the - documentation, what it does and what it is useful for. +If you want to create a new adapter, please follow these steps: + +1. If it does not exist yet, create a new GitHub issue requesting the primitive that requires it. + As indicated previously, provide as many details as possible about the new primitive, like + links to the documentation, what it does and what it is useful for, as well as details about + why you think a new adapter is needed and how it would work. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this primitive, as maybe there are other primitive that offer the same functionality, + and about whether the adapter will be needed or not, or what is should look like. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Create an adapter python module and add it to the ``mlprimitives/adapters/`` directory. + The name of the module should be the name of the library that you want to create an adapter + for. For example, if you want to add an adapter to add primitives from the library called + ``cool-ml``, the name of the module should be ``mlprimitives/adapters/cool_ml.py``. + If the module already exists because there is another adapter for the same library, create + the new adapter within the same module. + 2. Inside the adapter module, try to name the class or function that you create as similar + as possible to the classes that you are writing the adapter for. + For example, the adapter class for the ``keras.Sequential`` class is called + ``mlprimitives.adapters.keras.Sequential``, while the adapter class for the + ``featuretools.dfs`` method is called ``mlprimitives.adapters.featuretools.DFS``. + 3. As usual, when writing python code, make sure to follow a coding style consistent with + the rest of the library, and to follow all the guidelines form the :ref:`contributing` + section. + 4. Do not forget to properly document your code and cover it with proper unit testing! + 5. Create at least on JSON annotation that uses your adapter. When doing so, make sure to + follow the corresponding conventions: + + 1. The name of the file should correspond to the fully qualified name of the class or + function that you are integrating ignoring the fact that you are using an adapter. + For example, if you are adding the primitive ``CoolPrimitive`` from the module + ``cool_ml.module`` by using the ``mlprimitives/adapters/cool_ml.CoolML`` + adapter, the name of the file should be ``cool_ml.module.CoolPrimitive.json``. + 2. Inside the JSON annotation, the ``primitive`` entry should have the fully qualified + name of your adapter class, and the ``fixed`` hyperparameters should contain all + the details that your adapter needs to know how to integrate the third party primitive. + 3. Add proper description of what the primitive does in the corresponding entry, as well + as a link to its documentation. If there is no documentation available, put the link + to its source code. And don't forget to add you name and e-mail address to the + ``contributors`` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named + exactly like your primitive, and test it with the command + ``mlprimitives test pipelines/your.pipeline.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consist of. + +Modifying an existing Adapter +----------------------------- + +If an adapter for the library already exists but it does not properly cover one of the primitives +that you want to integrate, you might find that modifying the existing adapter adds this coverage. + +In this case, if you are sure that these modifications will not break previous functionality, +and the existing adapter can be safely modified, do the following steps: + +1. If it does not exist yet, create a new GitHub issue requesting the primitive that requires it. + As indicated previously, provide as many details as possible about the new primitive, like + links to the documentation, what it does and what it is useful for, as well as details about + why you think the current adapter needs to be modified and how. 2. Indicate in the issue description or in a comment that you are available to apply the changes yourself. 3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, before proceeding to implement any changes. Be open to discuss with them about the need of adding this primitive, as maybe there are other primitive that offer the same functionality, - and about the best approach to add it. + and about whether the adapter can be modified or a new one created. 4. Once the issue has been approved and assigned to you, implement the necessary changes in your own fork of the project. Please implement them in a branch named after the issue number and title, as this makes keeping track of the history of the project easier in the long run. - 1. Create a new JSON annotation. This can be made from scratch, or you can copy another one - and modify it. - 2. The name of the file should correspond to the fully qualified name of the class or function - that you are referencing inside the primitive. For example, if you are adding a primitive - that uses the class ``CoolPrimitive`` from the module ``super.cool.module``, the name of - the file should be ``super.cool.module.CoolPrimitive.json``. - 3. Add proper description of what the primitive does in the corresponding entry, as well as a - link to its documentation. If there is no documentation available, put the link to its - source code. And don't forget to add you name and e-mail address to the `contributors` list! - 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly - like your primitive. If adding a pipeline is not possible for any reason, please infirm the - maintainers, as this probably means that a new dataset might need to be added. - 5. Create a adapter python module and add it to the ``mlprimitives/adapters/`` directory. The - name of the module should match the name of your primitive but be in snake_case format. - 6. Follow a coding style consistent with the rest of the library when writing your custom python - module. The code should follow all PEP-8 standards, include the necessary documentation in - the code as docstrings, and use a valid JSON format. - 7. Write unit tests that follow the Unit Testing Guidelines as defined in :ref:`Contributing to the Project` + 1. Do the necessary modifications in the existing adapter. + 2. As usual, when writing python code, make sure to follow a coding style consistent with + the rest of the library, and to follow all the guidelines form the :ref:`contributing` + section. + 3. Do not forget to properly document your code and cover it with proper unit testing! + 4. Create at least one new JSON annotation that uses the adapter. When doing so, make sure to + follow the corresponding conventions: + + 1. The name of the file should correspond to the fully qualified name of the class or + function that you are integrating ignoring the fact that you are using an adapter. + For example, if you are adding the primitive ``CoolPrimitive`` from the module + ``cool_ml.module`` by using the ``mlprimitives/adapters/cool_ml.CoolML`` + adapter, the name of the file should be ``cool_ml.module.CoolPrimitive.json``. + 2. Inside the JSON annotation, the ``primitive`` entry should have the fully qualified + name of your adapter class, and the ``fixed`` hyperparameters should contain all + the details that your adapter needs to know how to integrate the third party primitive. + 3. Add proper description of what the primitive does in the corresponding entry, as well + as a link to its documentation. If there is no documentation available, put the link + to its source code. And don't forget to add you name and e-mail address to the + ``contributors`` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named + exactly like your primitive, and test it with the command + ``mlprimitives test pipelines/your.pipeline.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. + 5. Make sure that all the primitives that existed before that use the same adapter still + work by testing their corresponding pipelines with the command above. 5. Review your changes and make sure that everything continues to work properly by executing the ``make test-all`` command. 6. Push all your changes to GitHub and open a Pull Request, indicating in the description which - issue you are resolving and what the changes consit of. + issue you are resolving and what the changes consist of. diff --git a/docs/community/annotations.rst b/docs/community/annotations.rst index b7b7961d..4517e5e6 100644 --- a/docs/community/annotations.rst +++ b/docs/community/annotations.rst @@ -15,7 +15,7 @@ and that can be directly integrated by writing a simple JSON annotation. In this case, please follow these steps: 1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated - previuosly, provide as many details as possible about the new primitive, like links to the + previously, provide as many details as possible about the new primitive, like links to the documentation, what it does and what it is useful for. 2. Indicate in the issue description or in a comment that you are available to apply the changes yourself. @@ -35,15 +35,17 @@ In this case, please follow these steps: the file should be ``super.cool.module.CoolPrimitive.json``. 3. Add proper description of what the primitive does in the corresponding entry, as well as a link to its documentation. If there is no documentation available, put the link to its - source code. And don't forget to add you name and e-mail address to the `contributors` list! - 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly - like your primitive. If adding a pipeline is not possible for any reason, please infirm the - maintainers, as this probably means that a new dataset might need to be added. + source code. And don't forget to add you name and e-mail address to the ``contributors`` list! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named + exactly like your primitive, and test it with the command + ``mlprimitives test pipelines/your.pipeline.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. 5. Review your changes and make sure that everything continues to work properly by executing the ``make test-all`` command. 6. Push all your changes to GitHub and open a Pull Request, indicating in the description which - issue you are resolving and what the changes consit of. + issue you are resolving and what the changes consist of. Modifying an existing annotation -------------------------------- @@ -69,11 +71,13 @@ In this case, please follow these steps: 4. Once the issue has been approved and assigned to you, implement the necessary changes in your own fork of the project. Please implement them in a branch named after the issue number and title, as this makes keeping track of the history of the project easier in the long run. Don't - forget to add you name and e-mail address to the `contributors` list while you are at it! -5. Review your changes and make sure that everything continues to work properly by executing the + forget to add you name and e-mail address to the ``contributors`` list while you are at it! +5. Make sure that the annotation still works by testing the corresponding pipeline. Normally, + this can be done by running the command ``mlprimitives test pipelines/your.pipeline.json``. +6. Review your changes and make sure that everything continues to work properly by executing the ``make test-all`` command. -6. Push all your changes to GitHub and open a Pull Request, indicating in the description which - issue you are resolving and what the changes consit of. +7. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consist of. Creating a new version of an existing annotation ------------------------------------------------ @@ -98,7 +102,7 @@ In this case, please follow these steps: yourself. 3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, before proceeding to implement any changes. As always, be open to discussion, as sometimes you - might find that the behavior which you want to cover is already achievabe by using certain + might find that the behavior which you want to cover is already achievable by using certain ``init_params``. 4. Once the issue has been approved and assigned to you, implement the necessary changes in your own fork of the project. Please implement them in a branch named after the issue number and @@ -111,9 +115,14 @@ In this case, please follow these steps: performance on huge datasets, you might name the new file ``some.cool.primitive.huge_datasets.json``. 3. Apply the necessary changes to the new file and add it to the repository. Don't forget to - add you name and e-mail address to the `contributors` list while you are at it! + add you name and e-mail address to the ``contributors`` list while you are at it! + 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named + exactly like your primitive, and test it with the command + ``mlprimitives test pipelines/your.pipeline.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. 5. Review your changes and make sure that everything continues to work properly by executing the ``make test-all`` command. 6. Push all your changes to GitHub and open a Pull Request, indicating in the description which - issue you are resolving and what the changes consit of. + issue you are resolving and what the changes consist of. diff --git a/docs/community/contributing.rst b/docs/community/contributing.rst index c69bfe63..a3bf65dd 100644 --- a/docs/community/contributing.rst +++ b/docs/community/contributing.rst @@ -1,84 +1,83 @@ -Contributing to the Project -=========================== +.. _contributing: -MLPrimitive library is an open source compendium of all possible data transforms that are used by -machine learning practitioners. It is a community driven effort, so it relies on the community. -We designed it thoughtfully so much of the contributions here can have shelf life greater than -any of the machine learning libraries it integrates. It represents the combined knowledge of all -the contributors and allows many systems to be built using the annotations themselves. A few -examples of such systems in healthcare, education will be soon released. You can contribute to -the library in several ways: +Contributing Guidelines +======================= -Reporting Issues ----------------- +Ready to contribute with your own code? Great! -If there is something that you would like to see changed in the project, or that you just want -to ask, please create an issue at https://github.com/HDI-Project/MLPrimitives/issues +Before diving deeper into the contributing guidelines, please make sure to having read +the :ref:`concepts` section and to have gone through the :ref:`development` guide. -If you do so, please: +Afterwards, please make sure to read the following contributing guidelines carefully, and +later on head to the step-by-step guides for each possible type of contribution. -* Explain in detail what you are requesting. -* Keep the scope as narrow as possible, to make it easier to implement or respond. -* Remember that this is a volunteer-driven project and that the maintainers will attend every - request as soon as possible, but that in some cases this might take some time. +General Coding Guidelines +************************* -Below there are some examples of the types of issues that you might want to create. +Once you have set up your development environment, you are ready to start working on your +python code. -Request new primitives -~~~~~~~~~~~~~~~~~~~~~~ +When doing so, make sure to follow these guidelines: -Sometimes you will feel that a necessary primitive is missing and should be integrated. +1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated + previously, provide as many details as possible about the new primitive, like links to the + documentation, what it does and what it is useful for. -In this case, please create an issue indicating the name of the primitive and a link to -its documentation. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself. -If the primitive documentation is unclear or not precise enough to know what needs to be -integrated only by reading it, please add as many details as necessary in the issue description. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this primitive, as maybe there are other primitive that offer the same functionality, + and about the best approach to add it. -Request new features -~~~~~~~~~~~~~~~~~~~~ +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. -If there is any other feature that you would like to see implemented, such as adding new -functionalities to the existing custom primitives, or changing their behavior to cover -a broader range of cases, you can also create an issue. + You can create such a branch with the following command:: -If you do so, please indicate all the details about what you request as well as some use -cases of the new feature. + $ git checkout -b name-of-your-bugfix-or-feature -Report Bugs -~~~~~~~~~~~ +5. While hacking your changes, make sure to cover all your developments with the required + unit tests, and that none of the old tests fail as a consequence of your changes. + For this, make sure to run the tests suite and check the code coverage:: -If you find something that fails, please report it including: + $ make test # Run the tests + $ make coverage # Get the coverage report -* Your operating system name and version. -* Any details about your local setup that might be helpful in troubleshooting. -* Detailed steps to reproduce the bug. +6. If you are developing new primitives that can work as part of a Pipeline, please also + add a demo pipeline inside the ``pipelines`` folder and validate that it is running + properly with the command:: -Ask for Documentation -~~~~~~~~~~~~~~~~~~~~~ + $ mlprimitives test pipelines/the_file_of_your_pipeline.json -If there is something that is not documented well enough, do not hesitate to point at that -in a new issue and request the necessary changes. +7. When you're done making changes, check that your changes pass flake8 and the + tests, including testing other Python versions with tox:: -Write Documentation -------------------- + $ make lint # Check code styling + $ make test-all # Execute tests on all python versions -MLPrimitives could always use more documentation, whether as part of the official MLPrimitives -docs, in docstrings, or even on the web in blog posts, articles, and such, so feel free to -contribute any changes that you deem necessary, from fixing a simple typo, to writing whole -new pages of documentation. +8. Make also sure to include the necessary documentation in the code as docstrings following + the `google docstring`_ style. + If you want to view how your documentation will look like when it is published, you can + generate and view the docs with this command:: -Contribute code ---------------- + $ make viewdocs -If you want to contribute to the project with your own code, you are more than welcome -to do so! :) +9. Commit your changes and push your branch to GitHub:: + + $ git add . + $ git commit -m "Your detailed description of your changes." + $ git push origin name-of-your-bugfix-or-feature + +10. Submit a pull request through the GitHub website and wait for feedback from the maintainers. + +.. _google docstring: https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html -The necessary steps depending on the type of contributions are thoroughly covered in the next -sections of this documentation. Keep reading! Unit Testing Guidelines -~~~~~~~~~~~~~~~~~~~~~~~ +*********************** If you are going to contribute Python code, we will ask you to write unit tests that cover your development, following these requirements: @@ -88,7 +87,7 @@ your development, following these requirements: 2. The tests that cover a module called ``mlprimitives/path/to/a_module.py`` should be implemented in a separated module called ``tests/mlprimitives/path/to/test_a_module.py``. Note that the module name has the ``test_`` prefix and is located in a path similar - to the one of the tested module, just inside te ``tests`` folder. + to the one of the tested module, just inside the ``tests`` folder. 3. Each method of the tested module should have at least one associated test method, and each test method should cover only **one** use case or scenario. @@ -108,5 +107,5 @@ your development, following these requirements: the only thing that will be tested is that our code passes the right values to them. 7. Unit tests should not use anything from outside the test and the code being tested. This - includes not reading or writting to any filesystem or database, which will be properly + includes not reading or writing to any file system or database, which will be properly mocked. diff --git a/docs/community/custom.rst b/docs/community/custom.rst index f32222b8..db98b664 100644 --- a/docs/community/custom.rst +++ b/docs/community/custom.rst @@ -1,45 +1,116 @@ Contributing Custom Primitives ============================== -Custom primitives are those implemented specifically for this library. These may be implemented -from scratch or they may use third party tools. +Sometimes, the functionality that you want to add is not implemented yet by any other third +party tool, which means that you will need to implement that from scratch. -In this case, please follow these steps: +In these cases, you can either a new custom primitive or modify one of the existing ones to +add the new functionality to it. -1. If it does not exist yet, create a new GitHub issue requesting the new primitive. As indicated - previuosly, provide as many details as possible about the new primitive, like links to the - documentation, what it does and what it is useful for. +Creating a Custom Primitive +--------------------------- + +If you want to create a new custom primitive, please follow these steps: + +1. If it does not exist yet, create a new GitHub issue requesting a primitive that does the + desired functionality, providing as many details as possible about the new primitive, including + a thorough description of what it does and what it is useful for. 2. Indicate in the issue description or in a comment that you are available to apply the changes - yourself. + yourself, and provide an initial implementation proposal as detailed as possible. Include in + this description the modules, classes and functions that you will create, as well as + a clear description of the inputs and outputs of the primitive. 3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, before proceeding to implement any changes. Be open to discuss with them about the need - of adding this primitive, as maybe there are other primitive that offer the same functionality, - and about the best approach to add it. + of adding this primitive, as maybe there are other primitives that offer the same functionality, + or they want to suggest a different implementation. 4. Once the issue has been approved and assigned to you, implement the necessary changes in your own fork of the project. Please implement them in a branch named after the issue number and title, as this makes keeping track of the history of the project easier in the long run. - 1. Create a new JSON annotation. This can be made from scratch, or you can copy another one - and modify it. - 2. The name of the file should correspond to the fully qualified name of the class or function - that you are referencing inside the primitive. For example, if you are adding a primitive - that uses the class ``CoolPrimitive`` from the module ``super.cool.module``, the name of - the file should be ``super.cool.module.CoolPrimitive.json``. - 3. Add proper description of what the primitive does in the corresponding entry, as well as a - link to its documentation. If there is no documentation available, put the link to its - source code. And don't forget to add you name and e-mail address to the `contributors` list! - 4. Add a pipeline annotation that uses your primitive inside the pipelines folder, named exactly - like your primitive. If adding a pipeline is not possible for any reason, please infirm the - maintainers, as this probably means that a new dataset might need to be added. - 5. Create a custom python module and add it to the ``mlprimitives/custom/`` directory. The name - of the module should match the name of your primitive but be in snake_case format (e.g. - ``cool_primitive.py``). - 6. Follow a coding style consistent with the rest of the library when writing your custom python - module. The code should follow all PEP-8 standards, include the necessary documentation in - the code as docstrings, and use a valid JSON format. - 7. Write unit tests that follow the Unit Testing Guidelines as defined in :ref:`Contributing to the Project` + 1. If it does not exist yet, create a python module inside the ``mlprimitives/candidates/`` + folder named after the type of primitive that you want to implement. Some good names + could be `text_preprocessing`, `feature_extraction` or `timeseries_anomalies`. + 2. Implement the new primitive inside the corresponding module following as closely as + possible the implementation discussed in the GitHub issue. If you feel that you need to + deviate from it, please make a comment in the GitHub issue explaining why. + 3. As usual, when writing python code, make sure to follow a coding style consistent with + the rest of the library, and to follow all the guidelines form the :ref:`contributing` + section. + 4. Do not forget to properly document your code and cover it with unit tests! + 5. Create at least on JSON annotation that uses your primitive. When doing so, make sure to + follow the corresponding conventions: + + 1. The name of the file should correspond to the fully qualified name of the class or + function which the primitive consists of. + For example, if you are adding the primitive ``YourPrimitive`` from the module + ``mlprimitives.candidates.your_module``, the name of the file should be + ``mlprimitives.candidates.your_module.YourPrimitive.json``. + 2. Add proper description of what the primitive does in the corresponding entry, as well + as a link to its documentation. If there is no documentation available, put the link + to its source code. If the implementation follows a proposal from a scientific paper, + consider adding the link to the PDF as well. And don't forget to add you name and + e-mail address to the ``contributors`` list! + 3. Add a pipeline annotation that uses your primitive inside the pipelines folder, named + exactly like your primitive, and test it with the command + ``mlprimitives test pipelines/mlprimitives.candidates.your_module.YourPrimitive.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. + +5. Review your changes and make sure that everything continues to work properly by executing the + ``make test-all`` command. +6. Push all your changes to GitHub and open a Pull Request, indicating in the description which + issue you are resolving and what the changes consist of. + +Modifying a Custom Primitive +---------------------------- + +If there is a custom primitive that covers the functionality that you want but it does not +support some particularities of your use case, you might want to modify it to add some new +features or extend its functionality. + +In this case, if you are sure that these modifications will not break previous functionality, +and that the existing primitive can be safely modified, do the following steps: + +1. If it does not exist yet, create a new GitHub issue requesting the new feature, providing + as many details as possible about why the change is needed. +2. Indicate in the issue description or in a comment that you are available to apply the changes + yourself, and provide an implementation proposal as detailed as possible. +3. Wait for the feedback from the maintainers, who will approve the issue and assign it to you, + before proceeding to implement any changes. Be open to discuss with them about the need + of adding this new feature, as maybe there are other primitive that offer the same functionality, + or they want to suggest a different implementation. +4. Once the issue has been approved and assigned to you, implement the necessary changes in your + own fork of the project. Please implement them in a branch named after the issue number and + title, as this makes keeping track of the history of the project easier in the long run. + + 1. Do the necessary modifications in the existing primitive. + 2. As usual, when writing python code, make sure to follow a coding style consistent with + the rest of the library, and to follow all the guidelines form the :ref:`contributing` + section. + 3. Do not forget to properly document your code and cover it with proper unit testing! + 4. Make sure that at least one JSON annotation exists that uses the new feature. + While doing so, make sure to follow the corresponding conventions: + + 1. The name of the file should correspond to the fully qualified name of the class or + function which the primitive consists of. + For example, if you are adding the primitive ``YourPrimitive`` from the module + ``mlprimitives.candidates.your_module``, the name of the file should be + ``mlprimitives.candidates.your_module.YourPrimitive.json``. + 2. Add proper description of what the primitive does in the corresponding entry, as well + as a link to its documentation. If there is no documentation available, put the link + to its source code. If the implementation follows a proposal from a scientific paper, + consider adding the link to the PDF as well. And don't forget to add you name and + e-mail address to the ``contributors`` list! + 3. If you are creating a new annotation, also add a pipeline annotation that uses your + primitive inside the pipelines folder, named exactly like your primitive, and test it + with the command + ``mlprimitives test pipelines/mlprimitives.candidates.your_module.YourPrimitive.json``. + If adding a pipeline is not possible for any reason, please inform the maintainers, as + this probably means that a new dataset needs to be added. + 4. Make sure that all the annotations that existed before that use the same primitive still + work by testing their corresponding pipelines with the command above. 5. Review your changes and make sure that everything continues to work properly by executing the ``make test-all`` command. 6. Push all your changes to GitHub and open a Pull Request, indicating in the description which - issue you are resolving and what the changes consit of. + issue you are resolving and what the changes consist of. diff --git a/docs/community/welcome.rst b/docs/community/welcome.rst new file mode 100644 index 00000000..58e3886b --- /dev/null +++ b/docs/community/welcome.rst @@ -0,0 +1,87 @@ +Welcome to the Community +======================== + +MLPrimitive library is an open source compendium of all the possible data transforms +that are used by machine learning practitioners. + +It is a community driven effort, so it relies on the community. For this reason, we designed it +thoughtfully so much of the contributions here can have shelf life greater than any of the +machine learning libraries it integrates, as it represents the combined knowledge of all the +contributors and allows many different systems to be built using the annotations themselves. + +So, are you ready to join the community? If so, please feel welcome and keep reading! + +Types of contributions +---------------------- + +There are several ways to contribute to a project like **MLPrimitives**, and they do not always +involve coding. + +If you want to contribute but do not know where to start, consider one of the following options: + +Reporting Issues +~~~~~~~~~~~~~~~~ + +If there is something that you would like to see changed in the project, or that you just want +to ask, please create an issue at https://github.com/HDI-Project/MLPrimitives/issues + +If you do so, please: + +* Explain in detail what you are requesting. +* Keep the scope as narrow as possible, to make it easier to implement or respond. +* Remember that this is a volunteer-driven project and that the maintainers will attend every + request as soon as possible, but that in some cases this might take some time. + +Below there are some examples of the types of issues that you might want to create. + +Request new primitives +********************** + +Sometimes you will feel that a necessary primitive is missing and should be added. + +In this case, please create an issue indicating the name of the primitive and a link to +its documentation. + +If the primitive documentation is unclear or not precise enough to know what needs to be +done only by reading it, please add as many details as necessary in the issue description. + +Request new features +******************** + +If there is any other feature that you would like to see implemented, such as adding new +functionalities to the existing custom primitives, or changing their behavior to cover +a broader range of cases, you can also create an issue. + +If you do so, please indicate all the details about what you request as well as some use +cases of the new feature. + +Report Bugs +*********** + +If you find something that fails, please report it including: + +* Your operating system name and version. +* Any details about your local setup that might be helpful in troubleshooting. +* Detailed steps to reproduce the bug. + +Ask for Documentation +********************* + +If there is something that is not documented well enough, do not hesitate to point at that +in a new issue and request the necessary changes. + +Write Documentation +~~~~~~~~~~~~~~~~~~~ + +MLPrimitives could always use more documentation, whether as part of the official MLPrimitives +docs, in docstrings, or even on the web in blog posts, articles, and such, so feel free to +contribute any changes that you deem necessary, from fixing a simple typo, to writing whole +new pages of documentation. + +Contribute code +~~~~~~~~~~~~~~~ + +Obviously, the main element in the MLPrimitives library is the code. + +If you are willing to contribute to it, please head for the next sections for detailed guidelines +about how to do so. diff --git a/docs/conf.py b/docs/conf.py index 0d8b03c7..5296ad3f 100755 --- a/docs/conf.py +++ b/docs/conf.py @@ -41,7 +41,7 @@ # 'sphinx.ext.graphviz', 'IPython.sphinxext.ipython_console_highlighting', 'IPython.sphinxext.ipython_directive', - 'sphinx.ext.autosectionlabel', + # 'sphinx.ext.autosectionlabel', ] ipython_execlines = ["import pandas as pd", "pd.set_option('display.width', 1000000)"] diff --git a/docs/contributing.rst b/docs/contributing.rst deleted file mode 100644 index e582053e..00000000 --- a/docs/contributing.rst +++ /dev/null @@ -1 +0,0 @@ -.. include:: ../CONTRIBUTING.rst diff --git a/docs/getting_started/concepts.rst b/docs/getting_started/concepts.rst index d6232fb6..ddeeab41 100644 --- a/docs/getting_started/concepts.rst +++ b/docs/getting_started/concepts.rst @@ -1,7 +1,9 @@ +.. _concepts: + Basic Concepts ============== -Before diving into advance usage and contributions, let's review the the basic concept of the +Before diving into advanced usage and contributions, let's review the basic concept of the library to help you get started. What is a primitive? @@ -12,12 +14,12 @@ a primitive also has an associated JSON file that has a number of annotations. T help automated algorithms to interpret the primitive, and data scientists to construct machine learning pipelines with proper provenance and full transparency about each individual components. -Continue reading to learn more about annotations and how to curate your own annotations. - - Types of Primitives ------------------- +Not all primitives are the same, so in the following sections we review which types of +primitives there are. + Function Primitives ~~~~~~~~~~~~~~~~~~~ @@ -49,10 +51,11 @@ This primitive has an associated learning process, where it calculates the mean deviation of the training data, to later on use them to transform the prediction data to the same center and scale. - Types of Integrations --------------------- +Also, primitives can be classified depending on how they are integrated into the project. + Directly integrable primitives ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ @@ -71,8 +74,8 @@ have these characteristics: * The fitting and predicting phase consist of a single method or function call each. In this case, no additional code is necessary to adapt them and those blocks can be brought into -MLPrimitives using nothing else than a single JSON annotation file. Current primitives that just -have these JSON files can be found in the mlprimitives/jsons folder. +MLPrimitives using nothing else than a single JSON annotation file, which can be found in the +`mlprimitives/jsons folder`_. Examples ******** @@ -105,7 +108,7 @@ Some examples of these primitives are the Keras models, which need to be built i and later on compiled before they can be used, or some image transformation primitives which need to be applied to the images one by one. These primitives consist of some Python code which can be found in the ``mlprimitives.adapters`` module, as well as JSON annotations that point at the -corresponding functions or classes, which can be found in the `mlprimitives/jsons folder`_. +corresponding functions or classes, which can also be found in the `mlprimitives/jsons folder`_. Examples ******** @@ -122,8 +125,8 @@ The third type are custom primitives implemented specifically for this library. primitives may be implemented from scratch or they may be using third party tools in such a way as to alter the third party tool’s native behavior to add new functionalities. -This type of primitives consist of Python code from the mlprimitives module, as well as the -corresponding JSON annotations, which can also be found in the `mlprimitives/jsons folder`_. +This type of primitives consist of Python code that can be found inside the `mlprimitives/custom module`_, +as well as the corresponding JSON annotations, which can also be found in the `mlprimitives/jsons folder`_. Examples ******** @@ -133,7 +136,31 @@ Examples * Text Cleaner +Candidate primitives +******************** + +Since this is a project with a strong focus in community contributions, we want to make it easy +for everyone to contribute their own code without the need to have project maintainers that +carefully and thoroughly review all the new contributions, as this would make the contributing +process very slow. However, having all the new primitives accepted and merged without a proper +review, might compromise the project stability in some cases. + +For this reason, we have created the special `mlprimitives/candidates module`_, which includes +all the primitives that have been recently contributed but haven't gone through a proper testing +and review yet. + +So, does this it mean that these primitives do not work? Not at all! + +All the candidate primitives have gone through an initial testing and review process before being +accepted, so they are always proved to work. The only difference between these primitives and +the ones that you can find in `mlprimitives/custom module`_ is that the later ones have gone +through a deeper code review in search of possible improvements in terms of performance and +functionality refinements + + .. _mlprimitives/jsons folder: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons +.. _mlprimitives/custom module: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/custom +.. _mlprimitives/candidates module: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/candidates .. _numpy.argmax: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/numpy.argmax.json .. _sklearn.preprocessing.StandardScaler: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/sklearn.preprocessing.StandardScaler.json .. _xgboost.XGBClassifier: https://github.com/HDI-Project/MLPrimitives/blob/master/mlprimitives/jsons/xgboost.XGBClassifier.json diff --git a/docs/getting_started/development.rst b/docs/getting_started/development.rst deleted file mode 100644 index 91c32b5c..00000000 --- a/docs/getting_started/development.rst +++ /dev/null @@ -1,52 +0,0 @@ -Development Setup -================= - -Ready to contribute? Here's how to set up `MLPrimitives` for local development. - -1. Fork the `MLPrimitives` repo on GitHub. -2. Clone your fork locally:: - - $ git clone git@github.com:your_name_here/MLPrimitives.git - -3. Install your local copy into a virtualenv. Assuming you have virtualenvwrapper installed, - this is how you set up your fork for local development:: - - $ mkvirtualenv MLPrimitives - $ cd MLPrimitives/ - $ make install-develop - -4. Create a branch for local development:: - - $ git checkout -b name-of-your-bugfix-or-feature - - Now you can make your changes locally. - -5. While hacking your changes, make sure to cover all your developments with the required - unit tests, and that none of the old tests fail as a consequence of your changes. - For this, make sure to run the tests suite and check the code coverage:: - - $ make test # Run the tests - $ make coverage # Get the coverage report - -6. When you're done making changes, check that your changes pass flake8 and the - tests, including testing other Python versions with tox:: - - $ make lint # Check code styling - $ make test-all # Execute tests on all python versions - -7. Make also sure to include the necessary documentation in the code as docstrings following - the `google docstring`_ style. - If you want to view how your documentation will look like when it is published, you can - generate and view the docs with this command:: - - $ make viewdocs - -8. Commit your changes and push your branch to GitHub:: - - $ git add . - $ git commit -m "Your detailed description of your changes." - $ git push origin name-of-your-bugfix-or-feature - -9. Submit a pull request through the GitHub website. - -.. _google docstring: https://sphinxcontrib-napoleon.readthedocs.io/en/latest/example_google.html diff --git a/docs/getting_started/install.rst b/docs/getting_started/install.rst index d079552e..bf1b5cb7 100644 --- a/docs/getting_started/install.rst +++ b/docs/getting_started/install.rst @@ -26,24 +26,46 @@ From sources The sources for MLPrimitives can be downloaded from the `Github repo`_. -You can either clone the public repository: +You can either clone the ``stable`` branch form the public repository: .. code-block:: console - $ git clone git://github.com/HDI-Project/MLPrimitives + $ git clone --branch stable git://github.com/HDI-Project/MLPrimitives Or download the `tarball`_: .. code-block:: console - $ curl -OL https://github.com/HDI-Project/MLPrimitives/tarball/master + $ curl -OL https://github.com/HDI-Project/MLPrimitives/tarball/stable -Once you have a copy of the source, you can install it with: +Once you have a copy of the source, you can install it with this command: .. code-block:: console - $ make install-develop + $ make install + +.. _development: + +Development Setup +----------------- + +If you want to make changes in `MLPrimitives` and contribute them, you will need to prepare +your environment to do so. + +These are the required steps: +1. Fork the MLPrimitives `Github repo`_. + +2. Clone your fork locally:: + + $ git clone git@github.com:your_name_here/MLPrimitives.git + +3. Install your local copy into a virtualenv. Assuming you have virtualenvwrapper installed, + this is how you set up your fork for local development:: + + $ mkvirtualenv MLPrimitives + $ cd MLPrimitives/ + $ make install-develop .. _Github repo: https://github.com/HDI-Project/MLPrimitives -.. _tarball: https://github.com/HDI-Project/MLPrimitives/tarball/master +.. _tarball: https://github.com/HDI-Project/MLPrimitives/tarball/stable diff --git a/docs/index.rst b/docs/index.rst index c39d7e19..7cf5c745 100644 --- a/docs/index.rst +++ b/docs/index.rst @@ -1,5 +1,5 @@ -What is MLPrimitives? -===================== +Welcome to MLPrimitives! +======================== .. figure:: images/dai-logo.png :width: 300 px @@ -28,16 +28,16 @@ Why did we create this library? :caption: Getting Started :maxdepth: 2 - self + Welcome getting_started/install getting_started/quickstart getting_started/concepts - getting_started/development .. toctree:: :caption: Community :maxdepth: 2 + Community Contributing Annotations Adapters @@ -48,7 +48,6 @@ Why did we create this library? :hidden: API Reference - contributing authors history From 9890138d10c51754a5e6acec2e1bfdb65a508355 Mon Sep 17 00:00:00 2001 From: Carles Sala Date: Tue, 26 Feb 2019 17:11:01 -0500 Subject: [PATCH 5/6] Remove MLBlocks references from the quickstart --- docs/getting_started/quickstart.rst | 30 ++++++++++++----------------- 1 file changed, 12 insertions(+), 18 deletions(-) diff --git a/docs/getting_started/quickstart.rst b/docs/getting_started/quickstart.rst index 6e0b490b..8eac26c5 100644 --- a/docs/getting_started/quickstart.rst +++ b/docs/getting_started/quickstart.rst @@ -14,8 +14,8 @@ In this tutorial we will learn how to: Creating a pipeline ------------------- -With MLBlocks, creating a pipeline is as simple as specifying a list of primitives and passing -them to the `MLPipeline class`_: +With MLBlocks, creating a pipeline is as simple as specifying a list of MLPrimitives and passing +them to the ``MLPipeline``: .. ipython:: python @@ -26,7 +26,7 @@ them to the `MLPipeline class`_: ] pipeline = MLPipeline(primitives) -Optionally, specific `hyperparameters`_ can be also set by specifying them in a dictionary: +Optionally, specific hyperparameters can be also set by specifying them in a dictionary: .. ipython:: python @@ -37,11 +37,11 @@ Optionally, specific `hyperparameters`_ can be also set by specifying them in a } pipeline = MLPipeline(primitives, hyperparameters) -Once the pipeline has been instantiated, we can easily see what `hyperparameters`_ have been set -for each block, by calling the `get_hyperparameters method`_. +Once the pipeline has been instantiated, we can easily see what hyperparameters have been set +for each block, by calling the ``get_hyperparameters``. The output of this method is a dictionary which has the name of each block as keys and -a dictionary with the `hyperparameters`_ of the corresponding block as values. +a dictionary with the hyperparameters of the corresponding block as values. .. ipython:: python @@ -50,11 +50,11 @@ a dictionary with the `hyperparameters`_ of the corresponding block as values. Tunable Hyperparameters ----------------------- -One of the main features of `MLBlocks JSON Annotations`_ is the possibility to indicate -the type and possible values that each primitive hyperparameter accepts. +One of the main features of MLPrimitives is the possibility to indicate the type and possible +values that each primitive hyperparameter accepts. The list of possible hyperparameters and their details can easily be obtained from the pipeline -instance by calling its `get_tunable_hyperparameters method`_. +instance by calling its ``get_tunable_hyperparameters``. The output of this method is a dictionary that contains the list of tunable hyperparameters for each block in the pipeline, ready to be passed to any hyperparameter tuning library such @@ -68,8 +68,8 @@ Setting Hyperparameters ----------------------- Modifying the hyperparameters of an already instantiated pipeline can be done using the -`set_hyperparameters method`_, which expects a dictionary with the same format as the returned -by the `get_hyperparameters method`_. +``set_hyperparameters method``, which expects a dictionary with the same format as the returned +by the ``get_hyperparameters method``. Note that if a subset of the hyperparameters is passed, only these will be modified, and the other ones will remain unmodified. @@ -110,11 +110,5 @@ to obtain predictions from the pipeline. predictions dataset.score(y_test, predictions) -.. _you have already installed them: install.html#additional-dependencies -.. _MLPipeline class: ../api_reference.html#mlblocks.MLPipeline -.. _get_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.get_hyperparameters -.. _hyperparameters: ../advanced_usage/hyperparameters.html -.. _MLBlocks JSON Annotations: ../advanced_usage/primitives.html#json-annotations -.. _get_tunable_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.get_tunable_hyperparameters +.. _MLPrimitives JSON Annotations: ../getting_started/primitives.html#json-annotations .. _BTB: https://github.com/HDI-Project/BTB -.. _set_hyperparameters method: ../api_reference.html#mlblocks.MLPipeline.set_hyperparameters From 32907efe3987fc95ecaf67e58ac0d4109cc0751a Mon Sep 17 00:00:00 2001 From: Carles Sala Date: Tue, 26 Feb 2019 17:12:42 -0500 Subject: [PATCH 6/6] Add link to MLBlocks --- docs/getting_started/quickstart.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/docs/getting_started/quickstart.rst b/docs/getting_started/quickstart.rst index 8eac26c5..01c3da40 100644 --- a/docs/getting_started/quickstart.rst +++ b/docs/getting_started/quickstart.rst @@ -1,7 +1,7 @@ Quickstart ========== -Below is a short tutorial that will show you how to get started using MLPrimitives with MLBlocks. +Below is a short tutorial that will show you how to get started using MLPrimitives with `MLBlocks`_. In this tutorial we will learn how to: @@ -110,5 +110,5 @@ to obtain predictions from the pipeline. predictions dataset.score(y_test, predictions) -.. _MLPrimitives JSON Annotations: ../getting_started/primitives.html#json-annotations +.. _MLBlocks: https://github.com/HDI-Project/MLBlocks .. _BTB: https://github.com/HDI-Project/BTB