WenjieDu · WenjieDu · Nov 5, 2023 · Oct 22, 2023 · Nov 5, 2023 · Nov 5, 2023
diff --git a/LICENSE b/LICENSE
diff --git a/README.md b/README.md
@@ -12,7 +12,7 @@
  <img alt="the latest release version" src="https://img.shields.io/github/v/release/wenjiedu/tsdb?color=EE781F&include_prereleases&label=Release&logo=github&logoColor=white">
  </a>
  <a href="https://github.com/WenjieDu/TSDB/blob/main/LICENSE">
- <img alt="GPL-v3 license" src="https://img.shields.io/badge/License-GPL--v3-E9BB41?logo=opensourceinitiative&logoColor=white">
+ <img alt="BSD-3 license" src="https://img.shields.io/badge/License-BSD--3-E9BB41?logo=opensourceinitiative&logoColor=white">
  </a>
  <a href='https://github.com/WenjieDu/TSDB/actions/workflows/testing_ci.yml'>
  <img alt='GitHub Testing' src='https://img.shields.io/github/actions/workflow/status/wenjiedu/tsdb/testing_ci.yml?logo=github&color=C8D8E1&label=CI'>

diff --git a/docs/index.rst b/docs/index.rst
@@ -18,7 +18,7 @@ Welcome to TSDB documentation!
 .. image:: https://img.shields.io/github/v/release/wenjiedu/tsdb?color=EE781F&include_prereleases&label=Release&logo=github&logoColor=white
  :alt: the latest release version
  :target: https://img.shields.io/github/v/release/wenjiedu/tsdb?color=EE781F&include_prereleases&label=Release&logo=github&logoColor=white
-.. image:: https://img.shields.io/badge/License-GPL--v3-E9BB41?logo=opensourceinitiative&logoColor=white
+.. image:: https://img.shields.io/badge/License-BSD--3-E9BB41?logo=opensourceinitiative&logoColor=white
  :alt: License
  :target: https://github.com/WenjieDu/TSDB/blob/main/LICENSE
 .. image:: https://img.shields.io/github/actions/workflow/status/wenjiedu/tsdb/testing_ci.yml?logo=github&color=C8D8E1&label=CI

diff --git a/setup.cfg b/setup.cfg
@@ -1,7 +1,7 @@
 # This file stores some meta configurations for project PyPOTS.
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 [flake8]
 # People may argue that coding style is personal. This may be true if the project is personal and one works like a

diff --git a/setup.py b/setup.py
@@ -8,10 +8,10 @@
 setup(
  name="tsdb",
  version=__version__,
- description="TSDB (Time-Series DataBase): A Python Toolbox Helping Load Open-Source Time-Series Datasets",
+ description="TSDB (Time Series Data Beans): a Python toolbox helping load open-source time-series datasets",
  long_description=README,
  long_description_content_type="text/markdown",
- license="GPL-3.0",
+ license="BSD-3-Clause",
  author="Wenjie Du",
  author_email="[email protected]",
  url="https://github.com/WenjieDu/TSDB",
@@ -33,6 +33,13 @@
  "imputation",
  "classification",
  "forecasting",
+ "partially observed",
+ "irregular sampled",
+ "partially-observed time series",
+ "incomplete time series",
+ "missing data",
+ "missing values",
+ "pypots",
  ],
  packages=find_packages(exclude=["tests"]),
  include_package_data=True,
@@ -48,7 +55,7 @@
  "Intended Audience :: Developers",
  "Intended Audience :: Education",
  "Intended Audience :: Science/Research",
- "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
+ "License :: OSI Approved :: BSD License",
  "Operating System :: OS Independent",
  "Programming Language :: Python :: 3",
  "Topic :: Database",

diff --git a/tests/__init__.py b/tests/__init__.py
@@ -3,4 +3,4 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
diff --git a/tests/test_tsdb.py b/tests/test_tsdb.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 import unittest
@@ -13,10 +13,6 @@
 from tsdb.utils.logging import Logger
 
 DATASETS_TO_TEST = [
- "physionet_2012",
- "physionet_2019",
- "electricity_load_diagrams",
- "beijing_multisite_air_quality",
  "ucr_uea_Wine",
 ]
 
@@ -44,7 +40,7 @@ def test_2_dataset_loading(self):
  def test_3_dataset_purging(self):
  cached_datasets = tsdb.list_cache()
  assert isinstance(cached_datasets, list)
- tsdb.delete_cache("physionet_2012") # delete single
+ tsdb.delete_cache("ucr_uea_Wine") # delete single
  tsdb.delete_cache() # delete all
 
  def test_4_logging(self):
@@ -75,7 +71,6 @@ def test_4_logging(self):
  # save log into file
  self.logger_creator.set_saving_path("test_log", "testing.log")
  assert os.path.exists("test_log/testing.log")
- tsdb.purge_path("test_log/testing.log", ignore_errors=True)
 
 
 if __name__ == "__main__":

diff --git a/tsdb/__init__.py b/tsdb/__init__.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 # TSDB version
 #

diff --git a/tsdb/data_processing.py b/tsdb/data_processing.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GPL-v3
+# License: BSD-3-Clause
 
 import os
 import shutil
@@ -54,7 +54,7 @@ def load(dataset_name: str, use_cache: bool = True) -> dict:
  """
  assert dataset_name in AVAILABLE_DATASETS, (
  f'The given dataset name "{dataset_name}" is not in the database. '
- f"Please fetch the full list of the available dataset_profiles with tsdb.list_available_datasets()"
+ f"Please fetch the full list of the available dataset_profiles with tsdb.list()"
  )
 
  profile_dir = dataset_name if "ucr_uea_" not in dataset_name else "ucr_uea_datasets"
@@ -103,11 +103,17 @@ def load(dataset_name: str, use_cache: bool = True) -> dict:
  "ucr_uea_", ""
  ) # delete 'ucr_uea_' in the name
  result = load_ucr_uea_dataset(dataset_saving_path, actual_dataset_name)
+ else:
+ raise NotImplementedError(
+ f"Dataset {dataset_name} is not supported yet. "
+ f"Please check the dataset name or contribute it to TSDB https://github.com/WenjieDu/TSDB/."
+ )
 
  except FileExistsError:
  shutil.rmtree(dataset_saving_path, ignore_errors=True)
  warnings.warn(
- "Dataset corrupted, already deleted. Please rerun load_specific_dataset() to re-download the raw data."
+ "Dataset corrupted. Just deleted it. "
+ "Please rerun the function tsdb.load(dataset_name) to re-download the raw data."
  )
  pickle_dump(result, cache_path)
 

diff --git a/tsdb/database.py b/tsdb/database.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 

diff --git a/tsdb/loading_funcs/__init__.py b/tsdb/loading_funcs/__init__.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 from tsdb.loading_funcs.beijing_multisite_air_quality import (
  load_beijing_air_quality,

diff --git a/tsdb/loading_funcs/beijing_multisite_air_quality.py b/tsdb/loading_funcs/beijing_multisite_air_quality.py
@@ -6,7 +6,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 

diff --git a/tsdb/loading_funcs/electricity_load_diagrams.py b/tsdb/loading_funcs/electricity_load_diagrams.py
@@ -7,7 +7,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 
@@ -32,9 +32,6 @@ def load_electricity(local_path):
  file_path = os.path.join(local_path, "LD2011_2014.txt")
  df = pd.read_csv(file_path, index_col=0, sep=";", decimal=",")
  df.index = pd.to_datetime(df.index)
- # feature_names = df.columns.tolist()
- # feature_num = len(feature_names)
- df["datetime"] = pd.to_datetime(df.index)
  data = {
  "X": df,
  }

diff --git a/tsdb/loading_funcs/physionet_2012.py b/tsdb/loading_funcs/physionet_2012.py
@@ -7,7 +7,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 

diff --git a/tsdb/loading_funcs/physionet_2019.py b/tsdb/loading_funcs/physionet_2019.py
@@ -7,7 +7,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 

diff --git a/tsdb/loading_funcs/ucr_uea_datasets.py b/tsdb/loading_funcs/ucr_uea_datasets.py
@@ -9,7 +9,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 import warnings

diff --git a/tsdb/loading_funcs/vessel_ais.py b/tsdb/loading_funcs/vessel_ais.py
@@ -7,7 +7,7 @@
 
 # Created by Grgičević Luka <[email protected]>
 # Modified by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 import time

diff --git a/tsdb/utils/__init__.py b/tsdb/utils/__init__.py
@@ -3,4 +3,4 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
diff --git a/tsdb/utils/downloading.py b/tsdb/utils/downloading.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 import os
 import shutil

diff --git a/tsdb/utils/file.py b/tsdb/utils/file.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GLP-v3
+# License: BSD-3-Clause
 
 
 import os

diff --git a/tsdb/utils/logging.py b/tsdb/utils/logging.py
@@ -3,7 +3,7 @@
 """
 
 # Created by Wenjie Du <[email protected]>
-# License: GPL-v3
+# License: BSD-3
 
 import logging
 import os