直到现在,我已经能够使熊猫分析lib运行。然后突然我遇到“ RuntimeError:implement_array_function方法已经有一个文档字符串”,并且我的算法似乎都不再可用。查看以前运行的代码。有人知道如何解决这个烦人的问题吗?
from pathlib import Path
import pandas as pd
import numpy as np
import requests
import warnings
warnings.simplefilter(action='ignore', category=FutureWarning)
warnings.simplefilter(action='ignore', category=DeprecationWarning)
warnings.simplefilter(action='ignore', category=RuntimeWarning)
warnings.simplefilter(action='ignore', category=UserWarning)
import pandas_profiling
if __name__ == "__main__":
file_name = Path("C:\\Users\\...\\Entire_population_n6623_180919_ready.csv")
if not file_name.exists():
data = requests.get(
"("C:\\Users\\...\\Entire_population_n6623_180919_ready.csv"
)
file_name.write_bytes(data.content)
df = pd.read_csv(file_name)
df["feature_churn"] = pd.to_datetime(df["feature_churn"], errors="coerce")
# Example: Boolean variable
df["boolean"] = np.random.choice([True, False], df.shape[0])
# Example: Mixed with base types
df["mixed"] = np.random.choice([1, "A"], df.shape[0])
# Example: Highly correlated variables
df["feature_duration"] = df["feature_duration"] + np.random.normal(scale=5, size=(len(df)))
# Example: Duplicate observations
duplicates_to_add = pd.DataFrame(df.iloc[0:10])
duplicates_to_add[u"feature_churn"] = duplicates_to_add[u"feature_churn"]
df = df.append(duplicates_to_add, ignore_index=True)
profile = df.profile_report(
title="Churn Report", correlation_overrides=["recclass"]
)
profile.to_file(output_file=Path("C:\\Users\\...\\Entire_population_n6623_180919_ready.html"))