1301 lines
49 KiB
Plaintext
1301 lines
49 KiB
Plaintext
{
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"execution_count": null,
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"metadata": {},
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"outputs": [],
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"source": [
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"import os\n",
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"import pandas as pd\n",
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"\n",
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"all_files = []\n",
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"for root, dirs, files in os.walk(r\"C:\\Users\\admin\\Desktop\\数据清洗\"):\n",
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" for file in files:\n",
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" if file.endswith('.xlsx') or file.endswith('.xls'):\n",
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" all_files.append(os.path.join(root, file))\n",
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"\n",
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"merged_data = pd.DataFrame()\n",
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"for file in all_files:\n",
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" data = pd.read_excel(file)\n",
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" merged_data = merged_data._append(data, ignore_index=True)\n",
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"\n",
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"merged_data"
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]
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},
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"source": [
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"merged_data_copy = merged_data.copy()"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 6,
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"metadata": {},
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"outputs": [],
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"source": [
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"df_unique = merged_data_copy.drop_duplicates(subset=['材料名称', '品牌', '零件号', '规格型号', '材料编码', '康众编码', '[云材料反馈2'])"
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"metadata": {},
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"outputs": [],
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"source": [
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"df_yun = pd.read_excel(r\"C:\\Users\\admin\\Desktop\\云材料明细2022-11-15 11-22-50完整.xlsx\")"
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]
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" <td>燃油滤清器密封罩</td>\n",
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" <td>车身附件</td>\n",
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" <td>A0009981122</td>\n",
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" <td>只</td>\n",
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" <td>维修</td>\n",
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" <td>2</td>\n",
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" <td>95353</td>\n",
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" <td>汽油滤芯上盖</td>\n",
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" <td>原厂</td>\n",
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" <td>车身附件</td>\n",
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" <td>只</td>\n",
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" </tr>\n",
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" <th>3</th>\n",
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" <td>3</td>\n",
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" <td>107559</td>\n",
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" <td>刹车盘通风口（不分前后）</td>\n",
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" <td>原厂</td>\n",
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" <td>车身附件</td>\n",
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" <td>51747180624</td>\n",
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" <td>只</td>\n",
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" <td>维修</td>\n",
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" <td>5174 7180 624</td>\n",
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" <td>原厂51747180624</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>4</th>\n",
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" <td>4</td>\n",
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" <td>107576</td>\n",
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" <td>刹车盘通风口（不分前后）</td>\n",
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" <td>原厂</td>\n",
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" <td>车身附件</td>\n",
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" <td>51747210486</td>\n",
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" <td>只</td>\n",
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||
" <td>维修</td>\n",
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" <td>5174 7210 486</td>\n",
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" <td>原厂51747210486</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>...</th>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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||
" <td>...</td>\n",
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" <td>...</td>\n",
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" <td>...</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>540115</th>\n",
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" <td>267324</td>\n",
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" <td>705443</td>\n",
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" <td>前杠通风口</td>\n",
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" <td>原厂</td>\n",
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" <td>保险杠</td>\n",
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" <td>31455707</td>\n",
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" <td>个</td>\n",
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" <td>维修</td>\n",
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" <td>31455707</td>\n",
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" <td>原厂31455707</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>540116</th>\n",
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" <td>267379</td>\n",
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" <td>706006</td>\n",
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" <td>原厂</td>\n",
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" <td>保险杠</td>\n",
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||
" <td>T2R3562</td>\n",
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" <td>个</td>\n",
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||
" <td>维修</td>\n",
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" <td>T2R3562</td>\n",
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" <td>原厂T2R3562</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>540117</th>\n",
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" <td>267583</td>\n",
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||
" <td>716406</td>\n",
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" <td>前保险杠</td>\n",
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||
" <td>原厂</td>\n",
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||
" <td>保险杠</td>\n",
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||
" <td>39841777</td>\n",
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||
" <td>个</td>\n",
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||
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||
" <td>39841777</td>\n",
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" <td>原厂39841777</td>\n",
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" </tr>\n",
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" <tr>\n",
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" <th>540118</th>\n",
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" <td>267601</td>\n",
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" <td>722335</td>\n",
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" <td>前杠支架</td>\n",
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" <td>原厂</td>\n",
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" <td>保险杠</td>\n",
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||
" <td>A2466280229</td>\n",
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||
" <td>个</td>\n",
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||
" <td>维修</td>\n",
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" <td>246 628 02 29</td>\n",
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" <td>原厂A2466280229</td>\n",
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||
" </tr>\n",
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" <tr>\n",
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||
" <th>540119</th>\n",
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||
" <td>267685</td>\n",
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||
" <td>726500</td>\n",
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||
" <td>前杠下饰板</td>\n",
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||
" <td>原厂</td>\n",
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||
" <td>保险杠</td>\n",
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||
" <td>LR099377</td>\n",
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||
" <td>个</td>\n",
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||
" <td>维修</td>\n",
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||
" <td>LR099377</td>\n",
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||
" <td>原厂LR099377</td>\n",
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||
" </tr>\n",
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||
" </tbody>\n",
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||
"</table>\n",
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||
"<p>540120 rows × 10 columns</p>\n",
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||
"</div>"
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||
],
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"text/plain": [
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||
" Unnamed: 0 材料编码 材料名称 品牌 材料分类 零件号 单位 业务分类 \n",
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||
"0 0 91029 燃油滤清器密封罩 原厂 车身附件 A0009981122 只 维修 \\\n",
|
||
"1 1 95027 燃油滤清器支架 原厂 车身附件 16127231598 只 维修 \n",
|
||
"2 2 95353 汽油滤芯上盖 原厂 车身附件 A1644700230 只 维修 \n",
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||
"3 3 107559 刹车盘通风口（不分前后） 原厂 车身附件 51747180624 只 维修 \n",
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"4 4 107576 刹车盘通风口（不分前后） 原厂 车身附件 51747210486 只 维修 \n",
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||
"... ... ... ... .. ... ... .. ... \n",
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||
"540115 267324 705443 前杠通风口 原厂 保险杠 31455707 个 维修 \n",
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||
"540116 267379 706006 前杠下饰板 原厂 保险杠 T2R3562 个 维修 \n",
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||
"540117 267583 716406 前保险杠 原厂 保险杠 39841777 个 维修 \n",
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||
"540118 267601 722335 前杠支架 原厂 保险杠 A2466280229 个 维修 \n",
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"540119 267685 726500 前杠下饰板 原厂 保险杠 LR099377 个 维修 \n",
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"\n",
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" oe Unnamed: 9 \n",
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||
"0 000 998 11 22 原厂A0009981122 \n",
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"1 1612 7231 598 原厂16127231598 \n",
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||
"2 164 470 02 30 原厂A1644700230 \n",
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||
"3 5174 7180 624 原厂51747180624 \n",
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"4 5174 7210 486 原厂51747210486 \n",
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||
"... ... ... \n",
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||
"540115 31455707 原厂31455707 \n",
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"540116 T2R3562 原厂T2R3562 \n",
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"540117 39841777 原厂39841777 \n",
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"540118 246 628 02 29 原厂A2466280229 \n",
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"540119 LR099377 原厂LR099377 \n",
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"\n",
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"[540120 rows x 10 columns]"
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||
]
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||
},
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||
"execution_count": 14,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"df_yun"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 24,
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"metadata": {},
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"outputs": [
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{
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"name": "stderr",
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"output_type": "stream",
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||
"text": [
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"<ipython-input-24-307bc15a8aa2>:3: SettingWithCopyWarning: \n",
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"A value is trying to be set on a copy of a slice from a DataFrame.\n",
|
||
"Try using .loc[row_indexer,col_indexer] = value instead\n",
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"\n",
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||
"See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy\n",
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" df_unique['Unnamed: 9'] = df_unique['品牌'] + df_unique['零件号']\n"
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]
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||
}
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||
],
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||
"source": [
|
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"df_unique\n",
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||
"# 创建新的列C，内容是列A和列B的内容的拼接\n",
|
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"df_unique['Unnamed: 9'] = df_unique['品牌'] + df_unique['零件号']"
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||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
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"execution_count": 26,
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||
"metadata": {},
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||
"outputs": [],
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||
"source": [
|
||
"# 通过A列进行匹配\n",
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||
"result = pd.merge(df_unique, df_yun, on='Unnamed: 9')"
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||
]
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||
},
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||
{
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||
"cell_type": "code",
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||
"execution_count": null,
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||
"metadata": {},
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||
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|
||
{
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" <thead>\n",
|
||
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|
||
" <th></th>\n",
|
||
" <th>[云材料反馈1</th>\n",
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" <th>材料名称_x</th>\n",
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" <th>品牌_x</th>\n",
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" <th>零件号_x</th>\n",
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||
" <th>规格型号</th>\n",
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||
" <th>材料编码_x</th>\n",
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||
" <th>材料长码(更新导入使用，勿动)</th>\n",
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" <th>康众编码</th>\n",
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||
" <th>[云材料反馈2</th>\n",
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||
" <th>Unnamed: 9</th>\n",
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" <th>Unnamed: 0</th>\n",
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" <th>材料编码_y</th>\n",
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" <th>材料名称_y</th>\n",
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" <th>品牌_y</th>\n",
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" <th>材料分类</th>\n",
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" <th>零件号_y</th>\n",
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||
" <th>单位</th>\n",
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" <th>业务分类</th>\n",
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||
" <th>oe</th>\n",
|
||
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||
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|
||
" <tbody>\n",
|
||
" <tr>\n",
|
||
" <th>0</th>\n",
|
||
" <td>[云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1</td>\n",
|
||
" <td>自动变速箱油1L（贝尔）8SP</td>\n",
|
||
" <td>贝尔</td>\n",
|
||
" <td>8SP</td>\n",
|
||
" <td>NaN</td>\n",
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||
" <td>NaN</td>\n",
|
||
" <td>93</td>\n",
|
||
" <td>1131393</td>\n",
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||
" <td>[云材料反馈_曹伟_2023-02-28</td>\n",
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||
" <td>贝尔8SP</td>\n",
|
||
" <td>497445</td>\n",
|
||
" <td>1131393</td>\n",
|
||
" <td>ATF 8SP 1L</td>\n",
|
||
" <td>贝尔</td>\n",
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||
" <td>自动变速箱油</td>\n",
|
||
" <td>8SP</td>\n",
|
||
" <td>桶</td>\n",
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||
" <td>保养</td>\n",
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" <td>NaN</td>\n",
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||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>1</th>\n",
|
||
" <td>[云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1</td>\n",
|
||
" <td>自动变速箱油1L（贝尔）722.9</td>\n",
|
||
" <td>贝尔</td>\n",
|
||
" <td>ATF-722.9</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>96</td>\n",
|
||
" <td>1131400</td>\n",
|
||
" <td>[云材料反馈_曹伟_2023-02-28</td>\n",
|
||
" <td>贝尔ATF-722.9</td>\n",
|
||
" <td>497452</td>\n",
|
||
" <td>1131400</td>\n",
|
||
" <td>ATF 722.9 1L</td>\n",
|
||
" <td>贝尔</td>\n",
|
||
" <td>自动变速箱油</td>\n",
|
||
" <td>ATF-722.9</td>\n",
|
||
" <td>桶</td>\n",
|
||
" <td>保养</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>2</th>\n",
|
||
" <td>[云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1</td>\n",
|
||
" <td>火花塞6643（NGK）</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>469</td>\n",
|
||
" <td>022349</td>\n",
|
||
" <td>[云材料反馈_曹伟_2023-02-28</td>\n",
|
||
" <td>NGKLZKAR6AP-11</td>\n",
|
||
" <td>258388</td>\n",
|
||
" <td>22349</td>\n",
|
||
" <td>单铂金火花塞</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>火花塞</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>支</td>\n",
|
||
" <td>保养</td>\n",
|
||
" <td>24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>3</th>\n",
|
||
" <td>[云材料反馈_曹伟_2023-06-14 14-08-51_C_Users_admin_De...</td>\n",
|
||
" <td>原厂系列-单铂金火花塞</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>022349</td>\n",
|
||
" <td>4195</td>\n",
|
||
" <td>022349</td>\n",
|
||
" <td>[云材料反馈_曹伟_2023-06-14</td>\n",
|
||
" <td>NGKLZKAR6AP-11</td>\n",
|
||
" <td>258388</td>\n",
|
||
" <td>22349</td>\n",
|
||
" <td>单铂金火花塞</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>火花塞</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>支</td>\n",
|
||
" <td>保养</td>\n",
|
||
" <td>24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>4</th>\n",
|
||
" <td>[云材料反馈_陈晨_2023-06-26 21-19-52_C_Users_小晨_Deskt...</td>\n",
|
||
" <td>原厂系列-单铂金火花塞</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>214</td>\n",
|
||
" <td>022349</td>\n",
|
||
" <td>[云材料反馈_陈晨_2023-06-26</td>\n",
|
||
" <td>NGKLZKAR6AP-11</td>\n",
|
||
" <td>258388</td>\n",
|
||
" <td>22349</td>\n",
|
||
" <td>单铂金火花塞</td>\n",
|
||
" <td>NGK</td>\n",
|
||
" <td>火花塞</td>\n",
|
||
" <td>LZKAR6AP-11</td>\n",
|
||
" <td>支</td>\n",
|
||
" <td>保养</td>\n",
|
||
" <td>24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>...</th>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" <td>...</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>124249</th>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D...</td>\n",
|
||
" <td>膨胀阀总成</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>6461K0</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1388</td>\n",
|
||
" <td>37696886</td>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10</td>\n",
|
||
" <td>原厂6461K0</td>\n",
|
||
" <td>31362</td>\n",
|
||
" <td>37696886</td>\n",
|
||
" <td>空调膨胀阀</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>车身附件</td>\n",
|
||
" <td>6461K0</td>\n",
|
||
" <td>个</td>\n",
|
||
" <td>维修</td>\n",
|
||
" <td>6461K0</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>124250</th>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D...</td>\n",
|
||
" <td>卡环20X18.3-2</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>697929</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1494</td>\n",
|
||
" <td>37699219</td>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10</td>\n",
|
||
" <td>原厂697929</td>\n",
|
||
" <td>33391</td>\n",
|
||
" <td>37699219</td>\n",
|
||
" <td>止动环</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>车身附件</td>\n",
|
||
" <td>697929</td>\n",
|
||
" <td>个</td>\n",
|
||
" <td>维修</td>\n",
|
||
" <td>697929</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>124251</th>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D...</td>\n",
|
||
" <td>(MUL)支架</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>7104GT</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1531</td>\n",
|
||
" <td>37699559</td>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10</td>\n",
|
||
" <td>原厂7104GT</td>\n",
|
||
" <td>33454</td>\n",
|
||
" <td>37699559</td>\n",
|
||
" <td>风扇支架固定架</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>车身附件</td>\n",
|
||
" <td>7104GT</td>\n",
|
||
" <td>个</td>\n",
|
||
" <td>维修</td>\n",
|
||
" <td>7104GT</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>124252</th>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D...</td>\n",
|
||
" <td>双头螺柱</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>793475</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>1785</td>\n",
|
||
" <td>38235077</td>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10</td>\n",
|
||
" <td>原厂793475</td>\n",
|
||
" <td>79982</td>\n",
|
||
" <td>38235077</td>\n",
|
||
" <td>螺柱</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>车身附件</td>\n",
|
||
" <td>793475</td>\n",
|
||
" <td>个</td>\n",
|
||
" <td>维修</td>\n",
|
||
" <td>793475</td>\n",
|
||
" </tr>\n",
|
||
" <tr>\n",
|
||
" <th>124253</th>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D...</td>\n",
|
||
" <td>三元催化器排气管</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>9809154080</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" <td>4093</td>\n",
|
||
" <td>88320636</td>\n",
|
||
" <td>[云材料反馈_赵旭伟_2023-11-10</td>\n",
|
||
" <td>原厂9809154080</td>\n",
|
||
" <td>29517</td>\n",
|
||
" <td>88320636</td>\n",
|
||
" <td>三元催化器</td>\n",
|
||
" <td>原厂</td>\n",
|
||
" <td>发动机系统</td>\n",
|
||
" <td>9809154080</td>\n",
|
||
" <td>个</td>\n",
|
||
" <td>维修</td>\n",
|
||
" <td>NaN</td>\n",
|
||
" </tr>\n",
|
||
" </tbody>\n",
|
||
"</table>\n",
|
||
"<p>124254 rows × 19 columns</p>\n",
|
||
"</div>"
|
||
],
|
||
"text/plain": [
|
||
" [云材料反馈1 材料名称_x \n",
|
||
"0 [云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1 自动变速箱油1L（贝尔）8SP \\\n",
|
||
"1 [云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1 自动变速箱油1L（贝尔）722.9 \n",
|
||
"2 [云材料反馈_曹伟_2023-02-28 13-32-30]Sheet1 火花塞6643（NGK） \n",
|
||
"3 [云材料反馈_曹伟_2023-06-14 14-08-51_C_Users_admin_De... 原厂系列-单铂金火花塞 \n",
|
||
"4 [云材料反馈_陈晨_2023-06-26 21-19-52_C_Users_小晨_Deskt... 原厂系列-单铂金火花塞 \n",
|
||
"... ... ... \n",
|
||
"124249 [云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D... 膨胀阀总成 \n",
|
||
"124250 [云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D... 卡环20X18.3-2 \n",
|
||
"124251 [云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D... (MUL)支架 \n",
|
||
"124252 [云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D... 双头螺柱 \n",
|
||
"124253 [云材料反馈_赵旭伟_2023-11-10 15-14-05_C_Users_86139_D... 三元催化器排气管 \n",
|
||
"\n",
|
||
" 品牌_x 零件号_x 规格型号 材料编码_x 材料长码(更新导入使用，勿动) 康众编码 \n",
|
||
"0 贝尔 8SP NaN NaN 93 1131393 \\\n",
|
||
"1 贝尔 ATF-722.9 NaN NaN 96 1131400 \n",
|
||
"2 NGK LZKAR6AP-11 NaN NaN 469 022349 \n",
|
||
"3 NGK LZKAR6AP-11 NaN 022349 4195 022349 \n",
|
||
"4 NGK LZKAR6AP-11 NaN NaN 214 022349 \n",
|
||
"... ... ... ... ... ... ... \n",
|
||
"124249 原厂 6461K0 NaN NaN 1388 37696886 \n",
|
||
"124250 原厂 697929 NaN NaN 1494 37699219 \n",
|
||
"124251 原厂 7104GT NaN NaN 1531 37699559 \n",
|
||
"124252 原厂 793475 NaN NaN 1785 38235077 \n",
|
||
"124253 原厂 9809154080 NaN NaN 4093 88320636 \n",
|
||
"\n",
|
||
" [云材料反馈2 Unnamed: 9 Unnamed: 0 材料编码_y \n",
|
||
"0 [云材料反馈_曹伟_2023-02-28 贝尔8SP 497445 1131393 \\\n",
|
||
"1 [云材料反馈_曹伟_2023-02-28 贝尔ATF-722.9 497452 1131400 \n",
|
||
"2 [云材料反馈_曹伟_2023-02-28 NGKLZKAR6AP-11 258388 22349 \n",
|
||
"3 [云材料反馈_曹伟_2023-06-14 NGKLZKAR6AP-11 258388 22349 \n",
|
||
"4 [云材料反馈_陈晨_2023-06-26 NGKLZKAR6AP-11 258388 22349 \n",
|
||
"... ... ... ... ... \n",
|
||
"124249 [云材料反馈_赵旭伟_2023-11-10 原厂6461K0 31362 37696886 \n",
|
||
"124250 [云材料反馈_赵旭伟_2023-11-10 原厂697929 33391 37699219 \n",
|
||
"124251 [云材料反馈_赵旭伟_2023-11-10 原厂7104GT 33454 37699559 \n",
|
||
"124252 [云材料反馈_赵旭伟_2023-11-10 原厂793475 79982 38235077 \n",
|
||
"124253 [云材料反馈_赵旭伟_2023-11-10 原厂9809154080 29517 88320636 \n",
|
||
"\n",
|
||
" 材料名称_y 品牌_y 材料分类 零件号_y 单位 业务分类 \n",
|
||
"0 ATF 8SP 1L 贝尔 自动变速箱油 8SP 桶 保养 \\\n",
|
||
"1 ATF 722.9 1L 贝尔 自动变速箱油 ATF-722.9 桶 保养 \n",
|
||
"2 单铂金火花塞 NGK 火花塞 LZKAR6AP-11 支 保养 \n",
|
||
"3 单铂金火花塞 NGK 火花塞 LZKAR6AP-11 支 保养 \n",
|
||
"4 单铂金火花塞 NGK 火花塞 LZKAR6AP-11 支 保养 \n",
|
||
"... ... ... ... ... .. ... \n",
|
||
"124249 空调膨胀阀 原厂 车身附件 6461K0 个 维修 \n",
|
||
"124250 止动环 原厂 车身附件 697929 个 维修 \n",
|
||
"124251 风扇支架固定架 原厂 车身附件 7104GT 个 维修 \n",
|
||
"124252 螺柱 原厂 车身附件 793475 个 维修 \n",
|
||
"124253 三元催化器 原厂 发动机系统 9809154080 个 维修 \n",
|
||
"\n",
|
||
" oe \n",
|
||
"0 NaN \n",
|
||
"1 NaN \n",
|
||
"2 24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1... \n",
|
||
"3 24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1... \n",
|
||
"4 24401-ED51A,24401-ED51B,24401-ED71B,22401-1HC1... \n",
|
||
"... ... \n",
|
||
"124249 6461K0 \n",
|
||
"124250 697929 \n",
|
||
"124251 7104GT \n",
|
||
"124252 793475 \n",
|
||
"124253 NaN \n",
|
||
"\n",
|
||
"[124254 rows x 19 columns]"
|
||
]
|
||
},
|
||
"execution_count": 27,
|
||
"metadata": {},
|
||
"output_type": "execute_result"
|
||
}
|
||
],
|
||
"source": [
|
||
"result"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# 总数据：2006992条、原124254条标准数据、最终373906条标准数据：原标准率6.19% 最终18.63% 提升：12.43%"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# 124254条标准数据"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 28,
|
||
"metadata": {},
|
||
"outputs": [],
|
||
"source": [
|
||
"filtered_df = df_unique[df_unique['康众编码'].notna()]"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "markdown",
|
||
"metadata": {},
|
||
"source": [
|
||
"# 373906条标准数据"
|
||
]
|
||
},
|
||
{
|
||
"cell_type": "code",
|
||
"execution_count": 29,
|
||
"metadata": {},
|
||
"outputs": [
|
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
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"text/plain": [
|
||
" Unnamed: 0 材料编码 材料名称 品牌 材料分类 零件号 单位 业务分类 \n",
|
||
"0 0 91029 燃油滤清器密封罩 原厂 车身附件 A0009981122 只 维修 \\\n",
|
||
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|
||
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|
||
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|
||
"4 4 107576 刹车盘通风口（不分前后） 原厂 车身附件 51747210486 只 维修 \n",
|
||
"... ... ... ... .. ... ... .. ... \n",
|
||
"540115 267324 705443 前杠通风口 原厂 保险杠 31455707 个 维修 \n",
|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
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|
||
"2 164 470 02 30 原厂A1644700230 \n",
|
||
"3 5174 7180 624 原厂51747180624 \n",
|
||
"4 5174 7210 486 原厂51747210486 \n",
|
||
"... ... ... \n",
|
||
"540115 31455707 原厂31455707 \n",
|
||
"540116 T2R3562 原厂T2R3562 \n",
|
||
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|
||
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|
||
"540119 LR099377 原厂LR099377 \n",
|
||
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|
||
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