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pickle +if sys.version_info.minor <= 7: + import pickle5 as pickle +else: + import pickle import urllib.request import mlgeo + # -- Main Functions ----------------------------------------------------------- def load_slt(): """Looks for the dataset in the module directory and if not found, it diff --git a/setup.py b/setup.py index b5221af..d39bd85 100644 --- a/setup.py +++ b/setup.py @@ -21,6 +21,7 @@ ], python_requires='>=3.7', install_requires=[ - 'numpy>=1.19' + 'numpy>=1.19', + 'pickle5' ] ) From f26ee56b645407e3f61ade74aea9c7e3540142b8 Mon Sep 17 00:00:00 2001 From: snakesonabrain Date: Fri, 18 Feb 2022 09:53:51 +0100 Subject: [PATCH 2/4] Updated .gitignore to exclude _datasets directory --- .gitignore | 3 +++ 1 file changed, 3 insertions(+) diff --git a/.gitignore b/.gitignore index 6bd5662..856d14c 100644 --- a/.gitignore +++ b/.gitignore @@ -1,6 +1,9 @@ .idea/ .DS_Store +# datasets +_datasets/ + # Byte-compiled / optimized / DLL files __pycache__/ *.py[cod] From 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| 3 ++- 2 files changed, 32 insertions(+), 1 deletion(-) diff --git a/mlgeo/datasets.py b/mlgeo/datasets.py index 80c3720..2ce7a87 100644 --- a/mlgeo/datasets.py +++ b/mlgeo/datasets.py @@ -7,6 +7,7 @@ import pickle import urllib.request import mlgeo +import pandas as pd @@ -36,3 +37,32 @@ def load_slt(): data = pickle.load(handle) return data + +def load_isfogpiledriving(kind="featurematrix"): + """ + Loads the ISFOG2020 pile driving dataset from the module directory (if previously downloaded) + or from the remote repository. + + :param kind: Kind of data to download. If equal to ``"featurematrix"`` the featurematrix with pile dimensions, hammer performance and CPT data is downloaded. If equal to ``"fullcpt"`` the full CPT data is downloaded. + + :returns: Pandas dataframe with the data loaded from csv + """ + if kind == "featurematrix": + filename = "all_data_withnormalised.csv" + elif kind == "fullcpt": + filename = "full_cpt_data_withnormalised.csv" + else: + raise IOError("Argument kind must be one of 'featurematrix' or 'fullcpt'") + + if not os.path.isfile(os.path.join(mlgeo.dataset_path, filename)): + print('-- Downloading dataset... Do not forget to cite authors. --') + + url = 'https://mlgeo-datasets.s3.eu-central-1.amazonaws.com/isfog-piledriving/' + filename + urllib.request.urlretrieve( + url, os.path.join(mlgeo.dataset_path, filename)) + + print('-- Done --') + + data = pd.read_csv(os.path.join(mlgeo.dataset_path, filename)) + + return data \ No newline at end of file diff --git a/setup.py b/setup.py index d39bd85..9ed2ffc 100644 --- a/setup.py +++ b/setup.py @@ -22,6 +22,7 @@ python_requires='>=3.7', install_requires=[ 'numpy>=1.19', - 'pickle5' + 'pickle5', + 'pandas' ] )