diff --git a/CHANGELOG.md b/CHANGELOG.md index d28912e..72fbdf8 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,3 +1,9 @@ +## 0.1.0-rc.1 (2026-03-30) + +* feat: compressor data ([1685d7d](https://github.com/sequential-parameter-optimization/spotdesirability/commit/1685d7d)) +* ci: install spotdesirability jupyter kernel using --sys-prefix instead of --user ([d5139de](https://github.com/sequential-parameter-optimization/spotdesirability/commit/d5139de)) +* ci: remove explicit jupyter kernel dependencies to fix CI kernel resolution ([18402c5](https://github.com/sequential-parameter-optimization/spotdesirability/commit/18402c5)) +* Update uv.lock ([815d778](https://github.com/sequential-parameter-optimization/spotdesirability/commit/815d778)) ## 0.0.27 (2026-02-28) * Merge branch 'main' into develop ([1b23893](https://github.com/sequential-parameter-optimization/spotdesirability/commit/1b23893)) diff --git a/MANIFEST.in b/MANIFEST.in new file mode 100644 index 0000000..94a562c --- /dev/null +++ b/MANIFEST.in @@ -0,0 +1 @@ +recursive-include src/spotdesirability/datasets *.csv diff --git a/pyproject.toml b/pyproject.toml index 71cce6e..6a91add 100644 --- a/pyproject.toml +++ b/pyproject.toml @@ -4,7 +4,7 @@ build-backend = "uv_build" [project] name = "spotdesirability" -version = "0.0.27" +version = "0.1.0rc1" authors = [ { name="T. Bartz-Beielstein", email="tbb@bartzundbartz.de" } ] diff --git a/src/spotdesirability/data_utils.py b/src/spotdesirability/data_utils.py index 4462efb..04ef4b4 100644 --- a/src/spotdesirability/data_utils.py +++ b/src/spotdesirability/data_utils.py @@ -1,10 +1,51 @@ import os +import importlib.resources as pkg_resources +from typing import Tuple +import pandas as pd -def get_data_folder_path(): + +def get_data_folder_path() -> str: """Returns the absolute path to the data folder located in the package.""" # Assume the 'data' directory is within the same package directory current_file_path = os.path.abspath(__file__) package_dir = os.path.dirname(current_file_path) data_folder_path = os.path.join(package_dir, "data") return data_folder_path + + +def load_compressor_data() -> Tuple[pd.DataFrame, pd.DataFrame]: + """Loads the normalized compressor datasets X and Z. + + This function reads df_x_normalized.csv and df_z_normalized.csv from the + spotdesirability.datasets module and returns them as pandas DataFrames. + The datasets represent the values of $X$ and $Z$ respectively. + + Returns: + Tuple[pd.DataFrame, pd.DataFrame]: A tuple containing the datasets X and Z + as pandas DataFrames respectively. + + Raises: + FileNotFoundError: If the datasets cannot be found. + RuntimeError: If there is an issue reading the CSV data. + + Example: + ```python + import spotdesirability.data_utils as du + + df_x, df_z = du.load_compressor_data() + ``` + """ + try: + x_path = pkg_resources.files("spotdesirability.datasets") / "df_x_normalized.csv" + z_path = pkg_resources.files("spotdesirability.datasets") / "df_z_normalized.csv" + + with pkg_resources.as_file(x_path) as p_x, pkg_resources.as_file(z_path) as p_z: + df_x = pd.read_csv(p_x) + df_z = pd.read_csv(p_z) + + return df_x, df_z + except FileNotFoundError as fnf_err: + raise fnf_err + except Exception as err: + raise RuntimeError(f"Error loading compressor datasets: {err}") from err diff --git 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assert len(df_z.columns) > 0, "df_z has no columns."