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MAINT: Lint things
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python-script-structure/iris_summary.py

Lines changed: 13 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -26,22 +26,26 @@
2626
logging.basicConfig(
2727
level=logging.INFO,
2828
format="%(levelname)s - %(message)s",
29-
handlers=[RichHandler(rich_tracebacks=True)]
29+
handlers=[RichHandler(rich_tracebacks=True)],
3030
)
3131

32+
3233
class UCIDataset(IntEnum):
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IRIS = 53
3435

36+
3537
class IrisVariable(StrEnum):
3638
PETAL_LENGTH = "petal length"
3739
PETAL_WIDTH = "petal width"
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SEPAL_WIDTH = "sepal width"
3941
SEPAL_LENGTH = "sepal length"
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43+
4144
class Operation(StrEnum):
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SUMMARY = auto()
4346
METADATA = auto()
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48+
4549
@dataclass
4650
class DescriptiveStatistics:
4751
data: pd.Series
@@ -61,6 +65,7 @@ def __post_init__(self):
6165
def __str__(self):
6266
return pformat(self)
6367

68+
6469
@click.command()
6570
@click.option(
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"--operation",
@@ -95,20 +100,23 @@ def main(operation, variable):
95100
logging.info("Metadata summary:")
96101
logging.info(pformat(iris.metadata))
97102

103+
98104
def fetch_iris():
99105
"""Return the Iris dataset from the UCI ML Repository."""
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logging.info("Fetching Iris dataset...")
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try:
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iris_data = fetch_ucirepo(id=UCIDataset.IRIS.value)
103-
assert "data" in iris_data.keys(), \
104-
"Object does not have expected structure"
109+
assert (
110+
"data" in iris_data.keys()
111+
), "Object does not have expected structure"
105112
except Exception as e:
106113
logging.critical(f"Failed to correctly fetch Iris dataset: {e}")
107114
sys.exit(1)
108115
else:
109116
logging.info("Iris dataset fetched successfully")
110117
return iris_data
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119+
112120
def generate_table(dataset, variable):
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"""Generate a formatted table of descriptive statistics for a variable."""
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column = IrisVariable(variable).value
@@ -121,12 +129,14 @@ def generate_table(dataset, variable):
121129
table.add_row("Mean-Median Diff", f"{stats.mm_diff:.2f}")
122130
return table
123131

132+
124133
def format_rich_for_log(renderable, width=100):
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"""Render a rich object to a plain text string suitable for logging."""
126135
console = Console(width=width)
127136
with console.capture() as capture:
128137
console.print(renderable)
129138
return Text.from_ansi(capture.get())
130139

140+
131141
if __name__ == "__main__":
132142
main()

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