From e648e7c74307f585221115f7ace12f9425c784d9 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Mon, 21 Oct 2024 15:30:52 +0200 Subject: [PATCH 1/9] DOC WIP for joblib --- docs/links.inc | 1 + docs/selected_deeper_topics/index.rst | 1 + docs/selected_deeper_topics/joblib.rst | 17 +++++++++++++++++ 3 files changed, 19 insertions(+) create mode 100644 docs/selected_deeper_topics/joblib.rst diff --git a/docs/links.inc b/docs/links.inc index 2e89dc7bb..50b45c164 100644 --- a/docs/links.inc +++ b/docs/links.inc @@ -43,3 +43,4 @@ .. _`scikit-optimize`: https://scikit-optimize.readthedocs.io/en/stable/ .. _`Optuna`: https://optuna.org .. _`optuna_integration`: https://github.com/optuna/optuna-integration +.. _`Joblib`: https://joblib.readthedocs.io/en/stable/ \ No newline at end of file diff --git a/docs/selected_deeper_topics/index.rst b/docs/selected_deeper_topics/index.rst index 41ea2c3dd..bdb7cb6c8 100644 --- a/docs/selected_deeper_topics/index.rst +++ b/docs/selected_deeper_topics/index.rst @@ -16,3 +16,4 @@ Selected deeper topics cross_validation_splitter.rst stacked_models.rst CBPM.rst + joblib.rst diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst new file mode 100644 index 000000000..d7afc1abc --- /dev/null +++ b/docs/selected_deeper_topics/joblib.rst @@ -0,0 +1,17 @@ +.. include:: ../links.inc + + +.. _joblib_parallel: + +Parallelizing julearn with Joblib +================================= + +As with `scikit-learn`_, ``julearn`` allows you to parallelize your code using +`Joblib`_. This can be particularly useful when you have a large dataset or +when you are running a computationally expensive operation that can be easily +computed in parallel. + +Without going into details about parallel and distributed computing, the idea +is to split the computation into smaller tasks that can be executed +independently from each other. This way, you can take advantage of multiple +*processors* to do them in parallel. \ No newline at end of file From bd18951300ff11c8684aa5a646dd3315acc758d8 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Mon, 21 Oct 2024 17:41:25 +0200 Subject: [PATCH 2/9] Add doc on joblib --- docs/conf.py | 55 ++++++++++++++------------ docs/selected_deeper_topics/joblib.rst | 5 ++- 2 files changed, 33 insertions(+), 27 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 28d256772..8c5111cc1 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -212,39 +212,42 @@ # -- Sphinx-Gallery configuration -------------------------------------------- -class SubSectionTitleOrder: - """Sort example gallery by title of subsection. +# class SubSectionTitleOrder: +# """Sort example gallery by title of subsection. - Assumes README.txt exists for all subsections and uses the subsection with - dashes, '---', as the adornment. - """ +# Assumes README.txt exists for all subsections and uses the subsection with +# dashes, '---', as the adornment. +# """ - def __init__(self, src_dir): - self.src_dir = src_dir - self.regex = re.compile(r"^([\w ]+)\n-", re.MULTILINE) +# def __init__(self, src_dir): +# self.src_dir = src_dir +# self.regex = re.compile(r"^([\w ]+)\n-", re.MULTILINE) - def __repr__(self): - return f"<{self.__class__.__name__}>" +# def __reduce__(self): +# return (self.__class__, (self.src_dir, )) - def __call__(self, directory): - src_path = os.path.normpath(os.path.join(self.src_dir, directory)) +# def __repr__(self): +# return f"<{self.__class__.__name__}>" - # Forces Release Highlights to the top - if os.path.basename(src_path) == "release_highlights": - return "0" +# def __call__(self, directory): +# src_path = os.path.normpath(os.path.join(self.src_dir, directory)) - readme = os.path.join(src_path, "README.txt") +# # Forces Release Highlights to the top +# if os.path.basename(src_path) == "release_highlights": +# return "0" - try: - with open(readme) as f: - content = f.read() - except FileNotFoundError: - return directory +# readme = os.path.join(src_path, "README.txt") - title_match = self.regex.search(content) - if title_match is not None: - return title_match.group(1) - return directory +# try: +# with open(readme) as f: +# content = f.read() +# except FileNotFoundError: +# return directory + +# title_match = self.regex.search(content) +# if title_match is not None: +# return title_match.group(1) +# return directory ex_dirs = [ @@ -269,7 +272,7 @@ def __call__(self, directory): "examples_dirs": example_dirs, "gallery_dirs": gallery_dirs, "nested_sections": True, - "subsection_order": SubSectionTitleOrder("../examples"), + # "subsection_order": SubSectionTitleOrder("../examples"), "filename_pattern": "/(plot|run)_", "download_all_examples": False, } diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst index d7afc1abc..440b577d3 100644 --- a/docs/selected_deeper_topics/joblib.rst +++ b/docs/selected_deeper_topics/joblib.rst @@ -14,4 +14,7 @@ computed in parallel. Without going into details about parallel and distributed computing, the idea is to split the computation into smaller tasks that can be executed independently from each other. This way, you can take advantage of multiple -*processors* to do them in parallel. \ No newline at end of file +*processors* to do them in parallel. A very clear example of this situation is +when you are estimating a model's performance using cross-validation. In this +case, you can parallelize the computation of the different folds, as the +training and testing of each fold are independent from each other. \ No newline at end of file From f22ce593378bc2903ba0c1b58b1fc4b1a9b20466 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Mon, 21 Oct 2024 18:17:23 +0200 Subject: [PATCH 3/9] Add config module to doc --- docs/api/config.rst | 21 +++++++++++++++++++++ docs/api/index.rst | 1 + 2 files changed, 22 insertions(+) create mode 100644 docs/api/config.rst diff --git a/docs/api/config.rst b/docs/api/config.rst new file mode 100644 index 000000000..525a5ab45 --- /dev/null +++ b/docs/api/config.rst @@ -0,0 +1,21 @@ +Config +====== + +.. automodule:: julearn.config + :no-members: + :no-inherited-members: + + +See :ref:`configuration` for more information on the flags that can be set. + +Functions +--------- + +.. currentmodule:: julearn.config + +.. autosummary:: + :toctree: generated/ + :template: function.rst + + set_config + get_config diff --git a/docs/api/index.rst b/docs/api/index.rst index 31d1f1f17..b05427e8c 100644 --- a/docs/api/index.rst +++ b/docs/api/index.rst @@ -18,3 +18,4 @@ API Reference prepare.rst stats.rst viz.rst + config.rst \ No newline at end of file From 185abde2a2d4506bdbf9ed0ca53604486afb8069 Mon Sep 17 00:00:00 2001 From: Fede Date: Tue, 22 Oct 2024 14:39:34 +0200 Subject: [PATCH 4/9] Finish docs for joblib --- docs/images/joblib_htcondor/condor_q.png | Bin 0 -> 109011 bytes docs/images/joblib_htcondor/ui_main.png | Bin 0 -> 177587 bytes docs/images/joblib_htcondor/ui_open.png | Bin 0 -> 438179 bytes docs/images/joblib_htcondor/ui_stacked.png | Bin 0 -> 352342 bytes docs/links.inc | 3 +- docs/selected_deeper_topics/joblib.rst | 536 ++++++++++++++++++++- 6 files changed, 537 insertions(+), 2 deletions(-) create mode 100644 docs/images/joblib_htcondor/condor_q.png create mode 100644 docs/images/joblib_htcondor/ui_main.png create mode 100644 docs/images/joblib_htcondor/ui_open.png create mode 100644 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b/docs/selected_deeper_topics/joblib.rst @@ -6,6 +6,12 @@ Parallelizing julearn with Joblib ================================= +.. warning:: + Make sure you are using the latest version of ``julearn``, as we are + actively developing and fine-tuning these packages to improve performance. + Older versions of julearn might have a huge computational impact when used + with joblib. + As with `scikit-learn`_, ``julearn`` allows you to parallelize your code using `Joblib`_. This can be particularly useful when you have a large dataset or when you are running a computationally expensive operation that can be easily @@ -17,4 +23,532 @@ independently from each other. This way, you can take advantage of multiple *processors* to do them in parallel. A very clear example of this situation is when you are estimating a model's performance using cross-validation. In this case, you can parallelize the computation of the different folds, as the -training and testing of each fold are independent from each other. \ No newline at end of file +training and testing of each fold are independent from the other folds. + +Mostly all modern computers have multiple processors or *cores*, which allows +to run multiple tasks at the same time. If you are familiar, you might +have noticed that scikit-learn already has a parallelization mechanism using +the ``n_jobs`` parameter. Julearn is actually using scikit-learn, so it is +possible to use the ``n_jobs`` parameter. If you want to read more about how +scikit-learn parallelizes its code, you can check the section +:external+sklearn:ref:`parallelism` on scikit-learn's documentation. + +In short, the ``n_jobs`` parameter in scikit-learn allows you to specify the +number of jobs to run in parallel. If you set it to ``-1``, it will use all the +processors available, which is usually the best option for most cases. + +One of the explicit ways to control parallelization in scikit-learn and +``julearn`` is to use a joblib's +:external+joblib:class:`~joblib.parallel_config` context manager. The following +snippet will run the code in parallel using the ``"loky"`` backend +with 4 processors. + +.. code-block:: python + + from joblib import parallel_config + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config(backend="loky", n_jobs=4): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + ) + + +Importantly, this sets the number of parallel processes that joblib dispatches +but does not set the number of threads (i.e. another low-level parallelisation +mechanism) that each process uses. The ``"loky"`` backend is quite intelligent, +but can't always determine the optimal number of threads to use if you don't +want to use 100% of the resources. You can set the number of threads per +process by setting the ``inner_max_num_threads`` parameter in the context +manager. For example, to make sure that only 4 processors are used and each +process uses only 1 thread, you can do the following: + +.. code-block:: python + + from joblib import parallel_config + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config(backend="loky", n_jobs=4, inner_max_num_threads=1): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + ) + +Massively parallelizing julearn with Joblib and HTcondor +-------------------------------------------------------- + +Sometimes even with multiple processors, the computation can take a long time. +As an example, assuming a model that takes 1 hour to fit, a 5 times 5-fold +cross-validation takes 25 hours of computation. If you add a grid search to +find the best hyperparameter using another 5-fold CV, and this grid has +10 hyperparameters sets to test, this adds another 1250 hours of computation. +This is a total of 1275 hours. In techinical terms, this are 1275 core-hours, +which is a unit of processing time in a single core. With 4 processors, this is +318 hours, which is almost 13 days of computation. +If the model takes 10 hours to fit, this goes to 12750 core-hours, which is +almost 4.5 months with 4 processors. + +As you can see in the following table, sometimes we might need to use +hundreds of processors to obtain results within reasonable time spans. + +.. csv-table:: + :align: center + :header: "Total core-hours" , "Number of processors", "Time (approx)" + + "1250", "1", "52 days" + "1250", "4", "13 days" + "1250", "16", "3.25 days" + "12750", "1", "1.4 years" + "12750", "4", "4.4 months" + "12750", "16", "1.1 months" + + +At the `INM-7`_, were we have mainly developed this library, we have a +computational cluster that uses HTCondor. To overcome this limitation of +``julearn`` and `joblib`_, we have created the `joblib-htcondor`_ backend. This +allows joblib to submit each task as a job in an HTCondor queue, allowing to +massively parallelize computation. + +By simply calling ``register_htcondor`` from the ``joblib_htcondor`` package +and configuring the backend, we can easily parallelise the computations as in +the following example: + + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + + +This will submit each task to the HTCondor queue, and the computation will be +done in parallel. The ``request_cpus`` parameter specifies the number of CPUs +to request for each job, and the ``request_mem`` parameter specifies the +amount of memory to request. + +Nevertheless, as it is, it will submit as many jobs as outer folds in the +cross-validation, and it will rarely work for large projects as we need to take +into account other factors. + +Data Transfer +~~~~~~~~~~~~~ + +When submitting jobs to a cluster, we need to take into account that the data +needs to be transferred between workers. The `joblib-htcondor`_ backend uses +filesystem-based data transfer, which means that the data will be stored in +a file that must be accesible by all the workers. The location of the shared +directory can be specified with the ``shared_data_dir`` parameter. + +For example, at the INM-7, we can have a shared directory at +``/data/project/supercool_research``. Our example then becomes: + + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + shared_data_dir="/data/project/supercool_research", + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + + +Pool +~~~~ + +As in any computational cluster, most probably you will be required to submit +a job to a queue, which will then run the `run_cross_validation` function that +will then submit more jobs to the queue. This is not a problem, but it needs to +be possible to submit jobs from within a job. Check with your cluster's admin +team and ask for furtther instructions. Most probably you'll need to also +specify to which `pool` the jobs will be submitted. This can be done with the +``pool`` parameter. For us, this is ``head2.htc.inm7.de``: + + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + shared_data_dir="/data/project/supercool_research", + pool="head2.htc.inm7.de", + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + +Recursive parallelization +~~~~~~~~~~~~~~~~~~~~~~~~~ + +Let's say we have the following pipeline: + +.. code-block:: python + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add( + "svm", + kernel="rbf", + C=[0.001, 0.01, 0.1, 1, 10, 100, 1000], + gamma=[0.001, 0.01, 0.1, 1, 10, 100, 1000], + ) + +This is indeed a pipeline with a hyperparameter search. A 5-fold Grid Search +approach will evaluate 49 different models, 5 times each. And this will happen +for every outer fold. So if we use `joblib-htcondor`_ as in the previous +example, each task could also benefit from parallelism, by submitting each +inner fold of each hyperparameter combination as a separate job. This is +called recursive parallelization and we can instruct the backend to allow this +by setting the ``max_recursion_level`` parameter to ``1``: + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + shared_data_dir="/data/project/supercool_research", + pool="head2.htc.inm7.de", + max_recursion_level=1, + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + +.. warning:: + `scikit-learn`_ parallelizes many algorithms internally by default. So if + you set the ``max_recursion_level`` to something different than 0, you + might end-up with thousands of thousands of jobs. Please READ THE WHOLE + DOCUMENTATION before using this parameter, as it will be explained in more + detail. + + +But beware!, this will submit 254 (5 times 49) jobs for each outer fold. For a +5 times 5-fold CV, this means 6125 jobs. This can be a lot of jobs, but not +for HTCondor. It is though an issue with the data transfer. If each job requires +500 MB of data, this means 3.1 TB of data transfer, which requires 3.1 TB of +disk space in the shared directory. + + +Throttling +~~~~~~~~~~ + +Indeed, even if we queue all of the previous 6125 jobs at once, we are also +limited by the number of slots in the cluster. We can *throttle* the number of +jobs that are submitted at once by setting the ``throttle`` parameter. This +parameter specifies the number of jobs that can be either running or queued at +the same time, thus also liminting the number of files in the shared directory. + +`joblib-htcondor`_ will submit jobs until the throttle is reached, and then it +will wait until a job finishes to submit a new one. The complicated part is +that with recursive parallelization, the effect of throttling can be quite +complex. If you have a throttle of 100, and you have 5 outer folds, each with +5 inner folds, and each inner fold with 49 hyperparameter combinations, you +will have 6125 jobs. If you throttle at 100, you will have 100 jobs running at +the same time, but you will have 2525 jobs queued or running, since the +throttle is applied to the inner folds independently. + +We can also set the throttle parameter by level, by specifying a list of +throttles. For example, to throttle at 25 for the outer folds and at 50 for +the inner folds, we can do the following: + + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + shared_data_dir="/data/project/supercool_research", + pool="head2.htc.inm7.de", + max_recursion_level=1, + throttle=[25, 50], + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + + +This indeed will create a maximum of 25 jobs for the outer folds and 50 jobs +for the inner folds, resulting in 1275 jobs in total. If each job requires 500 +MB of data, this means 637.5 GB of disk space in the shared directory. + +Overhead +~~~~~~~~ + +The overhead of submitting jobs to a cluster is not negligible. Each job +submission requires some time, and the data transfer also requires some time. +This overhead can be quite significant, and it is important to take it into +account when parallelizing your code. The `joblib-htcondor`_ backend is +intended to be used for large computations, where the overhead is negligible. + +Scikit-learn parallelization +~~~~~~~~~~~~~~~~~~~~~~~~~~~~ + +The rule is quite simple, if it has an ``n_jobs`` parameter, it can be +parallelized using joblib. This is the case for most of the scikit-learn's +algorithms. While the devevelopers of scikit-learn are doing a great job and +currently working on documenting how this is done for each algorithm, this is +still not that evident. + +Most importantly, the default is always ``n_jobs=-1``. This means that it will +use joblib for everything. In combination with `joblib-htcondor`_, this can +be a big issue. Thus, the recomendation is to always set the ``n_jobs`` +parameter to ``1`` for every learning algorithm that you use, unless is an +ensemble in which every estimator takes hours to fit. + +A clear example on when *NOT* to use ``n_jobs=-1`` is when using a +:external:class:`~sklearn.ensemble.RandomForestClassifier`. If left as default, +this will queue one job for each decission tree, resulting in hundreds of +relatively small jobs which will take a lot of time to complete, given the +overhead. + + +The following is a non-exahustive list of scikit-learn's algorithms that might +make sense to set the ``n_jobs`` parameter to ``-1`` or leave as default: + +* :external:class:`~sklearn.ensemble.StackingClassifier` and + :external:class:`~sklearn.ensemble.StackingRegressor` + + This model will first fit the base estimators in parallel for the whole data. + Then it will fit and score the base estimators in parallel for each of the + internal CV folds, to generate the meta-features. + +* :external:class:`~sklearn.ensemble.VotingClassifier` and + :external:class:`~sklearn.ensemble.VotingRegressor` + + Similar to the stacking models. + +* Hyperparameter searchers: + + Most of the hyperparameter searchers in scikit-learn will parallelize the + search for the best hyperparameters. Either at the internal CV level or at + both the hyperparameter search space and the internal CV level, depending + on the searcher. + + +Visualizing Progress +~~~~~~~~~~~~~~~~~~~~ + +When submitting jobs to a cluster, it is important to know the progress of the +computation. The `joblib-htcondor`_ package has a text-based user interface +that allows to monitor the progress of the computation, an important feature +when submitting several recursive parallel jobs. + +First, we need to set the ``export_metadata`` parameter to ``True`` in the +``parallel_config`` context manager. This will create medatada files that +will be used by the UI. + +.. code-block:: python + + from joblib import parallel_config + from joblib_htcondor import register_htcondor + + register_htcondor("INFO") + + creator = PipelineCreator(problem_type="classification") + creator.add("zscore") + creator.add("svm") + + with parallel_config( + backend="htcondor", + n_jobs=-1, + request_cpus=1, + request_mem="4Gb", + shared_data_dir="/data/project/supercool_research", + pool="head2.htc.inm7.de", + max_recursion_level=1, + throttle=[25, 50], + export_metadata=True, + ): + scores = run_cross_validation( + X=X, + y=y, + X_types=X_types, + data=df_data, + model=creator, + problem_type="classification", + cv=cv, + ) + + +Once the jobs are submitted and running, we will see something like this with +the ``condor_q`` command: + +.. image:: ../images/joblib_htcondor/condor_q.png + :alt: condor_q + + +The first row is the original job that is running `run_cross_validation`. The +rest are joblib-htcondor jobs. + +Now this is difficult to understand, so we can use the `joblib-htcondor`_ UI, +pointing to the shared directory: + +.. code-block:: bash + + python -m joblib_htcondor.ui --path /data/project/supercool_research + + +While in the main window, we can press the ``O`` key to open a *root* file. +That is, the file that contains the metadata of the first batch of jobs that +triggered the rest of the jobs: + +.. image:: ../images/joblib_htcondor/ui_open.png + :alt: Open Menu + +Once we press ``ENTER``, we will see then see the following: + +.. image:: ../images/joblib_htcondor/ui_main.png + :alt: Main UI + +The top row displays a summary per level of recursion. In this case, we have +two levels of recursion. The first level is the outer folds (5 times 5-fold) +and full final model fitting, and the second level is a Grid Search +(110 hyperparameter combinations, 5-fold CV). The throttle is set to 26 for +the outer fold and 60 for the inner folds. + +On the bottom, we an see that it has been running for almost 4 days and +we are using 10% of the 1.3 Tb of shared disk space. + + +A more complex model might look like this: + +.. image:: ../images/joblib_htcondor/ui_stacked.png + :alt: Stacked UI + + +This is a stacked model with a hyperparameter search created as follows: + +.. code-block:: python + + # Create the pipeline for the sepal features, by default will apply to "sepal" + model_sepal = PipelineCreator(problem_type="classification", apply_to="sepal") + model_sepal.add("filter_columns", apply_to="*", keep="sepal") + model_sepal.add("zscore") + model_sepal.add("svm", C=[0.1, 1]) + + # Create the pipeline for the petal features, by default will apply to "petal" + model_petal = PipelineCreator(problem_type="classification", apply_to="petal") + model_petal.add("filter_columns", apply_to="*", keep="petal") + model_petal.add("zscore") + model_petal.add("rf", n_jobs=1) + + # Create the stacking model + model = PipelineCreator(problem_type="classification") + model.add( + "stacking", + estimators=[[("model_sepal", model_sepal), ("model_petal", model_petal)]], + final_estimator=LogisticRegression(n_jobs=1), + apply_to="*", + cv=4, + ) + + +As you can see, even the +:external:class:`~sklearn.linear_model.LogisticRegression` model has an +``n_jobs`` parameter that must be set to ``1``! \ No newline at end of file From fdec7d0f70132fcd26de9084ade3e24ac8cf3e41 Mon Sep 17 00:00:00 2001 From: Fede Date: Tue, 22 Oct 2024 14:45:00 +0200 Subject: [PATCH 5/9] codespell --- docs/selected_deeper_topics/joblib.rst | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst index edfda8e7f..c28214800 100644 --- a/docs/selected_deeper_topics/joblib.rst +++ b/docs/selected_deeper_topics/joblib.rst @@ -97,7 +97,7 @@ As an example, assuming a model that takes 1 hour to fit, a 5 times 5-fold cross-validation takes 25 hours of computation. If you add a grid search to find the best hyperparameter using another 5-fold CV, and this grid has 10 hyperparameters sets to test, this adds another 1250 hours of computation. -This is a total of 1275 hours. In techinical terms, this are 1275 core-hours, +This is a total of 1275 hours. In technical terms, this are 1275 core-hours, which is a unit of processing time in a single core. With 4 processors, this is 318 hours, which is almost 13 days of computation. If the model takes 10 hours to fit, this goes to 12750 core-hours, which is @@ -172,7 +172,7 @@ Data Transfer When submitting jobs to a cluster, we need to take into account that the data needs to be transferred between workers. The `joblib-htcondor`_ backend uses filesystem-based data transfer, which means that the data will be stored in -a file that must be accesible by all the workers. The location of the shared +a file that must be accessible by all the workers. The location of the shared directory can be specified with the ``shared_data_dir`` parameter. For example, at the INM-7, we can have a shared directory at @@ -397,13 +397,13 @@ still not that evident. Most importantly, the default is always ``n_jobs=-1``. This means that it will use joblib for everything. In combination with `joblib-htcondor`_, this can -be a big issue. Thus, the recomendation is to always set the ``n_jobs`` +be a big issue. Thus, the recommendation is to always set the ``n_jobs`` parameter to ``1`` for every learning algorithm that you use, unless is an ensemble in which every estimator takes hours to fit. A clear example on when *NOT* to use ``n_jobs=-1`` is when using a :external:class:`~sklearn.ensemble.RandomForestClassifier`. If left as default, -this will queue one job for each decission tree, resulting in hundreds of +this will queue one job for each decision tree, resulting in hundreds of relatively small jobs which will take a lot of time to complete, given the overhead. From f9b307087e2e111eb3863b3bbb7ef72c7a2f4831 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Wed, 23 Oct 2024 10:04:24 +0200 Subject: [PATCH 6/9] Spell check + some minor changes --- docs/conf.py | 40 ----------------- docs/selected_deeper_topics/joblib.rst | 60 +++++++++++++++----------- 2 files changed, 35 insertions(+), 65 deletions(-) diff --git a/docs/conf.py b/docs/conf.py index 8c5111cc1..e9ccb9498 100644 --- a/docs/conf.py +++ b/docs/conf.py @@ -211,45 +211,6 @@ # -- Sphinx-Gallery configuration -------------------------------------------- - -# class SubSectionTitleOrder: -# """Sort example gallery by title of subsection. - -# Assumes README.txt exists for all subsections and uses the subsection with -# dashes, '---', as the adornment. -# """ - -# def __init__(self, src_dir): -# self.src_dir = src_dir -# self.regex = re.compile(r"^([\w ]+)\n-", re.MULTILINE) - -# def __reduce__(self): -# return (self.__class__, (self.src_dir, )) - -# def __repr__(self): -# return f"<{self.__class__.__name__}>" - -# def __call__(self, directory): -# src_path = os.path.normpath(os.path.join(self.src_dir, directory)) - -# # Forces Release Highlights to the top -# if os.path.basename(src_path) == "release_highlights": -# return "0" - -# readme = os.path.join(src_path, "README.txt") - -# try: -# with open(readme) as f: -# content = f.read() -# except FileNotFoundError: -# return directory - -# title_match = self.regex.search(content) -# if title_match is not None: -# return title_match.group(1) -# return directory - - ex_dirs = [ "00_starting", "01_model_comparison", @@ -272,7 +233,6 @@ "examples_dirs": example_dirs, "gallery_dirs": gallery_dirs, "nested_sections": True, - # "subsection_order": SubSectionTitleOrder("../examples"), "filename_pattern": "/(plot|run)_", "download_all_examples": False, } diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst index c28214800..2d1b74421 100644 --- a/docs/selected_deeper_topics/joblib.rst +++ b/docs/selected_deeper_topics/joblib.rst @@ -9,7 +9,7 @@ Parallelizing julearn with Joblib .. warning:: Make sure you are using the latest version of ``julearn``, as we are actively developing and fine-tuning these packages to improve performance. - Older versions of julearn might have a huge computational impact when used + Older versions of ``julearn`` might have a huge computational impact when used with joblib. As with `scikit-learn`_, ``julearn`` allows you to parallelize your code using @@ -28,7 +28,7 @@ training and testing of each fold are independent from the other folds. Mostly all modern computers have multiple processors or *cores*, which allows to run multiple tasks at the same time. If you are familiar, you might have noticed that scikit-learn already has a parallelization mechanism using -the ``n_jobs`` parameter. Julearn is actually using scikit-learn, so it is +the ``n_jobs`` parameter. ``julearn`` is actually using scikit-learn, so it is possible to use the ``n_jobs`` parameter. If you want to read more about how scikit-learn parallelizes its code, you can check the section :external+sklearn:ref:`parallelism` on scikit-learn's documentation. @@ -63,7 +63,7 @@ with 4 processors. Importantly, this sets the number of parallel processes that joblib dispatches -but does not set the number of threads (i.e. another low-level parallelisation +but does not set the number of threads (i.e. another low-level parallelization mechanism) that each process uses. The ``"loky"`` backend is quite intelligent, but can't always determine the optimal number of threads to use if you don't want to use 100% of the resources. You can set the number of threads per @@ -89,8 +89,8 @@ process uses only 1 thread, you can do the following: problem_type="classification", ) -Massively parallelizing julearn with Joblib and HTcondor --------------------------------------------------------- +Massively parallelizing ``julearn`` with Joblib and HTcondor +------------------------------------------------------------ Sometimes even with multiple processors, the computation can take a long time. As an example, assuming a model that takes 1 hour to fit, a 5 times 5-fold @@ -108,7 +108,7 @@ hundreds of processors to obtain results within reasonable time spans. .. csv-table:: :align: center - :header: "Total core-hours" , "Number of processors", "Time (approx)" + :header: "Total core-hours" , "Number of processors", "Time (approx.)" "1250", "1", "52 days" "1250", "4", "13 days" @@ -125,7 +125,7 @@ allows joblib to submit each task as a job in an HTCondor queue, allowing to massively parallelize computation. By simply calling ``register_htcondor`` from the ``joblib_htcondor`` package -and configuring the backend, we can easily parallelise the computations as in +and configuring the backend, we can easily parallelize the computations as in the following example: @@ -134,7 +134,7 @@ the following example: from joblib import parallel_config from joblib_htcondor import register_htcondor - register_htcondor("INFO") + register_htcondor("INFO") # Set logging level to INFO creator = PipelineCreator(problem_type="classification") creator.add("zscore") @@ -162,6 +162,15 @@ done in parallel. The ``request_cpus`` parameter specifies the number of CPUs to request for each job, and the ``request_mem`` parameter specifies the amount of memory to request. + +.. note:: + Note that the ``register_htcondor`` function sets the logging level to + ``"INFO"``, which means that you will see information regarding the HTCondor + backend. If you want to see less information, you can set the logging level to + ``"WARNING"``. If you believe that there might be an issue with the backend, + you can set the logging level to ``"DEBUG"`` to see more information that + can be later shared with the developers. + Nevertheless, as it is, it will submit as many jobs as outer folds in the cross-validation, and it will rarely work for large projects as we need to take into account other factors. @@ -212,12 +221,12 @@ Pool ~~~~ As in any computational cluster, most probably you will be required to submit -a job to a queue, which will then run the `run_cross_validation` function that -will then submit more jobs to the queue. This is not a problem, but it needs to -be possible to submit jobs from within a job. Check with your cluster's admin -team and ask for furtther instructions. Most probably you'll need to also -specify to which `pool` the jobs will be submitted. This can be done with the -``pool`` parameter. For us, this is ``head2.htc.inm7.de``: +a job to a queue, which will then run the :func:`run_cross_validation` +function that will then submit more jobs to the queue. This is not a problem, +but it needs to be possible to submit jobs from within a job. Check with your +cluster's admin team and ask for further instructions. Most probably you'll +also need to specify to which `pool` the jobs will be submitted. This can be +done with the ``pool`` parameter. For us, this is ``head2.htc.inm7.de``: .. code-block:: python @@ -311,7 +320,7 @@ by setting the ``max_recursion_level`` parameter to ``1``: detail. -But beware!, this will submit 254 (5 times 49) jobs for each outer fold. For a +But beware! This will submit 245 (5 times 49) jobs for each outer fold. For a 5 times 5-fold CV, this means 6125 jobs. This can be a lot of jobs, but not for HTCondor. It is though an issue with the data transfer. If each job requires 500 MB of data, this means 3.1 TB of data transfer, which requires 3.1 TB of @@ -325,7 +334,7 @@ Indeed, even if we queue all of the previous 6125 jobs at once, we are also limited by the number of slots in the cluster. We can *throttle* the number of jobs that are submitted at once by setting the ``throttle`` parameter. This parameter specifies the number of jobs that can be either running or queued at -the same time, thus also liminting the number of files in the shared directory. +the same time, thus also limiting the number of files in the shared directory. `joblib-htcondor`_ will submit jobs until the throttle is reached, and then it will wait until a job finishes to submit a new one. The complicated part is @@ -384,14 +393,15 @@ The overhead of submitting jobs to a cluster is not negligible. Each job submission requires some time, and the data transfer also requires some time. This overhead can be quite significant, and it is important to take it into account when parallelizing your code. The `joblib-htcondor`_ backend is -intended to be used for large computations, where the overhead is negligible. +intended to be used for large computations, where the overhead is negligible +with respect to the computation. Scikit-learn parallelization ~~~~~~~~~~~~~~~~~~~~~~~~~~~~ The rule is quite simple, if it has an ``n_jobs`` parameter, it can be parallelized using joblib. This is the case for most of the scikit-learn's -algorithms. While the devevelopers of scikit-learn are doing a great job and +algorithms. While the developers of scikit-learn are doing a great job and currently working on documenting how this is done for each algorithm, this is still not that evident. @@ -408,7 +418,7 @@ relatively small jobs which will take a lot of time to complete, given the overhead. -The following is a non-exahustive list of scikit-learn's algorithms that might +The following is a non-exhaustive list of scikit-learn's algorithms that might make sense to set the ``n_jobs`` parameter to ``-1`` or leave as default: * :external:class:`~sklearn.ensemble.StackingClassifier` and @@ -423,12 +433,12 @@ make sense to set the ``n_jobs`` parameter to ``-1`` or leave as default: Similar to the stacking models. -* Hyperparameter searchers: - - Most of the hyperparameter searchers in scikit-learn will parallelize the - search for the best hyperparameters. Either at the internal CV level or at - both the hyperparameter search space and the internal CV level, depending - on the searcher. +* Hyperparameter searchers + + Most of the hyperparameter searchers in scikit-learn will parallelize the + search for the best hyperparameters. Either at the internal CV level or at + both the hyperparameter search space and the internal CV level, depending + on the searcher. Visualizing Progress From 9d131407452e01b4a57bee23c78896fe241361c1 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Wed, 23 Oct 2024 10:06:34 +0200 Subject: [PATCH 7/9] Add newsfragment --- docs/changes/newsfragments/278.doc | 1 + 1 file changed, 1 insertion(+) create mode 100644 docs/changes/newsfragments/278.doc diff --git a/docs/changes/newsfragments/278.doc b/docs/changes/newsfragments/278.doc new file mode 100644 index 000000000..7ca9b54f8 --- /dev/null +++ b/docs/changes/newsfragments/278.doc @@ -0,0 +1 @@ +Include documentation on how to use the `joblib`_ and `joblib-htcondor`_ library to parallelize computation by `Fede Raimondo`_ \ No newline at end of file From 95928c2a9cddd1c812127f2cc9f1f3782f932ea5 Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Wed, 23 Oct 2024 10:10:38 +0200 Subject: [PATCH 8/9] Fix table --- docs/selected_deeper_topics/joblib.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst index 2d1b74421..480367725 100644 --- a/docs/selected_deeper_topics/joblib.rst +++ b/docs/selected_deeper_topics/joblib.rst @@ -108,7 +108,7 @@ hundreds of processors to obtain results within reasonable time spans. .. csv-table:: :align: center - :header: "Total core-hours" , "Number of processors", "Time (approx.)" + :header: "Total core-hours", "Number of processors", "Time (approx.)" "1250", "1", "52 days" "1250", "4", "13 days" From a123b2dad07d55f443be3696ae8326e0e8d8e45a Mon Sep 17 00:00:00 2001 From: Fede Raimondo Date: Wed, 23 Oct 2024 10:22:39 +0200 Subject: [PATCH 9/9] Fix ref --- docs/selected_deeper_topics/joblib.rst | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/docs/selected_deeper_topics/joblib.rst b/docs/selected_deeper_topics/joblib.rst index 480367725..3d32c0d0a 100644 --- a/docs/selected_deeper_topics/joblib.rst +++ b/docs/selected_deeper_topics/joblib.rst @@ -221,7 +221,7 @@ Pool ~~~~ As in any computational cluster, most probably you will be required to submit -a job to a queue, which will then run the :func:`run_cross_validation` +a job to a queue, which will then run the :func:`.run_cross_validation` function that will then submit more jobs to the queue. This is not a problem, but it needs to be possible to submit jobs from within a job. Check with your cluster's admin team and ask for further instructions. Most probably you'll