完成作業-鄭典-AIPE03 by django-cheng · Pull Request #40 · Zenobia0000/python-da-homework-2026

django-cheng · 2026-05-10T05:27:00Z

No description provided.

github-actions · 2026-05-10T05:27:38Z

📊 作業批改結果

總分：335 / 600（56%）— 等級 F

💡 完整解答請到你自己 fork 的 repo → Actions 頁籤查看。

M1 NumPy（100/100 — 100%）

題目	分數	狀態
`test_green_mean`	10/10	✅
`test_green_double`	10/10	✅
`test_green_filter`	10/10	✅
`test_yellow_expensive_count`	15/15	✅
`test_yellow_top3_stock_indices`	15/15	✅
`test_yellow_restock_cost`	15/15	✅
`test_red_double11_prices`	20/20	✅
`test_red_no_forloop`	5/5	✅

M2 Pandas 清理（86/100 — 86%）

題目	分數	狀態
`test_green_read_csv`	0/10	❌
`test_green_shape`	10/10	✅
`test_green_dtypes`	10/10	✅
`test_yellow_clean_columns`	15/15	✅
`test_yellow_clean_amount`	15/15	✅
`test_yellow_drop_duplicates`	15/15	✅
`test_red_clean_orders_returns_df`	4/4	✅
`test_red_clean_orders_columns`	0/4	❌
`test_red_clean_orders_amount_is_numeric`	4/4	✅
`test_red_clean_orders_date_is_datetime`	5/5	✅
`test_red_clean_orders_no_nulls`	4/4	✅
`test_red_clean_orders_no_duplicates`	4/4	✅

❌ 錯誤提示（點擊展開）

test_green_read_csv

tests/test_m2.py:17: in test_green_read_csv
    result = green_read_csv()
             ^^^^^^^^^^^^^^^^
homework/m2_pandas_cleaning.py:23: in green_read_csv
    df_raw = pd.read_csv()
             ^^^^^^^^^^^^^
E   TypeError: read_csv() missing 1 required positional argument: 'filepath_or_buffer'

test_red_clean_orders_columns

tests/test_m2.py:66: in test_red_clean_orders_columns
    assert col == col.strip().lower(), f"欄位 '{col}' 未清理"
E   AssertionError: 欄位 'Order_ID ' 未清理
E   assert 'Order_ID ' == 'order_id'
E     
E     - order_id
E     + Order_ID

M3 Pandas 進階（74/100 — 74%）

題目	分數	狀態
`test_green_load_and_merge`	0/10	❌
`test_green_row_count`	10/10	✅
`test_green_column_list`	10/10	✅
`test_yellow_top_category`	15/15	✅
`test_yellow_gold_vip_stats`	15/15	✅
`test_yellow_region_avg_amount`	15/15	✅
`test_red_rfm_top5_shape`	9/9	✅
`test_red_rfm_top5_columns`	0/8	❌
`test_red_rfm_top5_sorted_by_m`	0/8	❌

❌ 錯誤提示（點擊展開）

test_green_load_and_merge

tests/test_m3.py:21: in test_green_load_and_merge
    result = green_load_and_merge()
             ^^^^^^^^^^^^^^^^^^^^^^
homework/m3_pandas_advanced.py:28: in green_load_and_merge
    orders
E   NameError: name 'orders' is not defined

test_red_rfm_top5_columns

tests/test_m3.py:79: in test_red_rfm_top5_columns
    assert required.issubset(set(result.columns)), \
E   AssertionError: 缺少必要欄位，你的欄位: ['customer_id', 'customer_name', 'r', 'f', 'm']
E   assert False
E    +  where False = <built-in method issubset of set object at 0x7f5551413d80>({'customer_id', 'c...

test_red_rfm_top5_sorted_by_m

/opt/hostedtoolcache/Python/3.11.15/x64/lib/python3.11/site-packages/pandas/core/indexes/base.py:3805: in get_loc
    return self._engine.get_loc(casted_key)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
index.pyx:167: in pandas._libs.index.IndexEngine.get_loc
    ???
index.pyx:196: in pandas._libs.in...

M4 時間序列（30/100 — 30%）

題目	分數	狀態
`test_green_avg_by_month`	0/10	❌
`test_green_top3_dates`	0/10	❌
`test_green_date_range`	0/10	❌
`test_yellow_monthly_revenue`	0/15	❌
`test_yellow_rolling_avg`	15/15	✅
`test_yellow_category_median`	15/15	✅
`test_red_monthly_report_columns`	0/9	❌
`test_red_monthly_report_values`	0/8	❌
`test_red_monthly_report_growth`	0/8	❌

❌ 錯誤提示（點擊展開）

test_green_avg_by_month

tests/test_m4.py:17: in test_green_avg_by_month
    result = green_avg_by_month()
             ^^^^^^^^^^^^^^^^^^^^
homework/m4_timeseries.py:31: in green_avg_by_month
    df.groupby(df['order_date'].dt.month)['amount']
    ^^
E   NameError: name 'df' is not defined

test_green_top3_dates

tests/test_m4.py:29: in test_green_top3_dates
    result = green_top3_dates()
             ^^^^^^^^^^^^^^^^^^
homework/m4_timeseries.py:45: in green_top3_dates
    top3_dates = df['order_date'].dt.date.value_counts().head(3)
                 ^^
E   NameError: name 'df' is not defined

test_green_date_range

tests/test_m4.py:36: in test_green_date_range
    result = green_date_range()
             ^^^^^^^^^^^^^^^^^^
homework/m4_timeseries.py:56: in green_date_range
    earliest = df['order_date'].min()
               ^^
E   NameError: name 'df' is not defined

test_yellow_monthly_revenue

tests/test_m4.py:45: in test_yellow_monthly_revenue
    result = yellow_monthly_revenue()
             ^^^^^^^^^^^^^^^^^^^^^^^^
homework/m4_timeseries.py:73: in yellow_monthly_revenue
    df.set_index('order_date').resample('ME')['amount'].sum()
    ^^
E   NameError: name 'df' is not defined

test_red_monthly_report_columns

tests/test_m4.py:85: in test_red_monthly_report_columns
    assert not missing, f"缺少欄位: {missing}"
E   AssertionError: 缺少欄位: {'revenue_growth', 'active_customers', 'avg_order_value', 'order_count', 'revenue'}
E   assert not {'active_customers', 'avg_order_value', 'order_count', 'revenue', 'revenue_g...

test_red_monthly_report_values

/opt/hostedtoolcache/Python/3.11.15/x64/lib/python3.11/site-packages/pandas/core/indexes/base.py:3805: in get_loc
    return self._engine.get_loc(casted_key)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
index.pyx:167: in pandas._libs.index.IndexEngine.get_loc
    ???
index.pyx:196: in pandas._libs.in...

test_red_monthly_report_growth

/opt/hostedtoolcache/Python/3.11.15/x64/lib/python3.11/site-packages/pandas/core/indexes/base.py:3805: in get_loc
    return self._engine.get_loc(casted_key)
           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
index.pyx:167: in pandas._libs.index.IndexEngine.get_loc
    ???
index.pyx:196: in pandas._libs.in...

M5 視覺化（0/100 — 0%）

題目	分數	狀態
`test_green_bar_category`	0/10	❌
`test_green_hist_amount`	0/10	❌
`test_green_set_labels`	0/10	❌
`test_yellow_line_region_trend`	0/15	❌
`test_yellow_box_vip`	0/15	❌
`test_yellow_scatter_price_amount`	0/15	❌
`test_red_category_dashboard_is_figure`	0/13	❌
`test_red_category_dashboard_has_4_subplots`	0/12	❌

❌ 錯誤提示（點擊展開）

test_green_bar_category

tests/test_m5.py:22: in test_green_bar_category
    result = green_bar_category()
             ^^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:32: in green_bar_category
    cate_count = df['category'].value_counts().reset_index()
                 ^^
E   NameError: name 'df' is not defined

test_green_hist_amount

tests/test_m5.py:29: in test_green_hist_amount
    result = green_hist_amount()
             ^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:58: in green_hist_amount
    data = df,
           ^^
E   NameError: name 'df' is not defined

test_green_set_labels

tests/test_m5.py:34: in test_green_set_labels
    result = green_set_labels()
             ^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:78: in green_set_labels
    cate_count = df['category'].value_counts().reset_index()
                 ^^
E   NameError: name 'df' is not defined

test_yellow_line_region_trend

tests/test_m5.py:45: in test_yellow_line_region_trend
    result = yellow_line_region_trend()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:114: in yellow_line_region_trend
    ns_df = df[df['region'].isin(['North', 'South'])].copy()
            ^^
E   NameError: name 'df' is ...

test_yellow_box_vip

tests/test_m5.py:53: in test_yellow_box_vip
    result = yellow_box_vip()
             ^^^^^^^^^^^^^^^^
homework/m5_visualization.py:151: in yellow_box_vip
    data = df,
           ^^
E   NameError: name 'df' is not defined

test_yellow_scatter_price_amount

tests/test_m5.py:58: in test_yellow_scatter_price_amount
    result = yellow_scatter_price_amount()
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:175: in yellow_scatter_price_amount
    data = df,
           ^^
E   NameError: name 'df' is not defined

test_red_category_dashboard_is_figure

tests/test_m5.py:65: in test_red_category_dashboard_is_figure
    result = red_category_dashboard("Electronics")
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:205: in red_category_dashboard
    cat_df = df[df['category'] == category].copy()
             ^^
E   NameE...

test_red_category_dashboard_has_4_subplots

tests/test_m5.py:70: in test_red_category_dashboard_has_4_subplots
    result = red_category_dashboard("Electronics")
             ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
homework/m5_visualization.py:205: in red_category_dashboard
    cat_df = df[df['category'] == category].copy()
             ^^
E   ...

M6 Plotly Capstone（45/100 — 45%）

題目	分數	狀態
`test_green_plotly_bar`	0/10	❌
`test_green_plotly_line`	0/10	❌
`test_green_plotly_pie`	0/10	❌
`test_yellow_clean_and_merge`	15/15	✅
`test_yellow_kpi_summary`	15/15	✅
`test_yellow_plotly_scatter`	15/15	✅
`test_red_dashboard_is_figure`	0/13	❌
`test_red_dashboard_has_traces`	0/12	❌

❌ 錯誤提示（點擊展開）

test_green_plotly_bar

tests/test_m6.py:21: in test_green_plotly_bar
    result = green_plotly_bar()
             ^^^^^^^^^^^^^^^^^^
homework/m6_plotly_capstone.py:30: in green_plotly_bar
    df_enriched.groupby('category')['amount']
    ^^^^^^^^^^^
E   NameError: name 'df_enriched' is not defined

test_green_plotly_line

tests/test_m6.py:26: in test_green_plotly_line
    result = green_plotly_line()
             ^^^^^^^^^^^^^^^^^^^
homework/m6_plotly_capstone.py:57: in green_plotly_line
    df_enriched.groupby(df_enriched['order_date'].dt.to_period('M'))['amount']
    ^^^^^^^^^^^
E   NameError: name 'df_enriched' is...

test_green_plotly_pie

tests/test_m6.py:31: in test_green_plotly_pie
    result = green_plotly_pie()
             ^^^^^^^^^^^^^^^^^^
homework/m6_plotly_capstone.py:84: in green_plotly_pie
    df_enriched['vip_level'].value_counts()
    ^^^^^^^^^^^
E   NameError: name 'df_enriched' is not defined

test_red_dashboard_is_figure

tests/test_m6.py:68: in test_red_dashboard_is_figure
    result = red_dashboard()
             ^^^^^^^^^^^^^^^
homework/m6_plotly_capstone.py:202: in red_dashboard
    df = yellow_clean_and_merge(
homework/m6_plotly_capstone.py:111: in yellow_clean_and_merge
    df = pd.read_csv(raw_path)
         ^...

test_red_dashboard_has_traces

tests/test_m6.py:72: in test_red_dashboard_has_traces
    result = red_dashboard()
             ^^^^^^^^^^^^^^^
homework/m6_plotly_capstone.py:202: in red_dashboard
    df = yellow_clean_and_merge(
homework/m6_plotly_capstone.py:111: in yellow_clean_and_merge
    df = pd.read_csv(raw_path)
         ...

完成作業-鄭典-AIPE03

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完成作業-鄭典-AIPE03#40

完成作業-鄭典-AIPE03#40
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django-cheng commented May 10, 2026

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github-actions Bot commented May 10, 2026

📊 作業批改結果

M1 NumPy（100/100 — 100%）

M2 Pandas 清理（86/100 — 86%）

M3 Pandas 進階（74/100 — 74%）

M4 時間序列（30/100 — 30%）

M5 視覺化（0/100 — 0%）

M6 Plotly Capstone（45/100 — 45%）

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Labels

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