20251205
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@@ -2793,7 +2793,9 @@
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{
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"cell_type": "markdown",
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"id": "08bcbf58-4356-4f30-850f-0d0ff0e2528b",
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"metadata": {},
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"metadata": {
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"jp-MarkdownHeadingCollapsed": true
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},
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"source": [
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"# 第三次体测（2024年10月）"
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]
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@@ -3247,27 +3249,12 @@
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},
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{
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"cell_type": "code",
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"execution_count": 48,
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"execution_count": null,
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"id": "9dcbc866-2481-4cf6-a563-df4bb6596dfd",
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"metadata": {
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"execution": {
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"shell.execute_reply.started": "2025-12-03T13:04:55.617812Z"
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},
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"tags": []
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||||
},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"ok\n"
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]
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}
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],
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"outputs": [],
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"source": [
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"import os,sys,shutil\n",
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"import json\n",
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@@ -3832,34 +3819,10 @@
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},
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{
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"cell_type": "code",
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"execution_count": 40,
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||||
"execution_count": null,
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"id": "227b2b23-1eb4-4da9-896f-5db070228f5b",
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||||
"metadata": {
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||||
"execution": {
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"iopub.execute_input": "2025-12-03T11:08:04.377758Z",
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"iopub.status.busy": "2025-12-03T11:08:04.377114Z",
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"shell.execute_reply.started": "2025-12-03T11:08:04.377699Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"01738573 曹志玲 研究院 2\n",
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"01730621 张敬东 电仪部 2\n",
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"01733160 王金江 烯烃部 2\n",
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"01736847 章洪 热电部 2\n",
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"01736378 杨桂强 热电部 1\n",
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"01737731 徐欣 运输销售部 1\n",
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"01736804 李振江 热电部 2\n",
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"01737858 于学宁 运输销售部 2\n",
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"01737542 刘呈健 水务部 1\n"
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]
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}
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],
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"metadata": {},
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"outputs": [],
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"source": [
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"import json\n",
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"\n",
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@@ -3978,15 +3941,15 @@
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},
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{
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||||
"cell_type": "code",
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"execution_count": 44,
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"execution_count": 66,
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"id": "d0368e0f-270b-47fd-aec0-cae3cadd68b2",
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"metadata": {
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"execution": {
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||||
"iopub.execute_input": "2025-12-03T11:31:43.458591Z",
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"iopub.status.busy": "2025-12-03T11:31:43.458312Z",
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"iopub.status.idle": "2025-12-03T11:31:44.427029Z",
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"shell.execute_reply": "2025-12-03T11:31:44.426528Z",
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"shell.execute_reply.started": "2025-12-03T11:31:43.458563Z"
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"iopub.execute_input": "2025-12-04T12:11:07.227210Z",
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"shell.execute_reply.started": "2025-12-04T12:11:07.227149Z"
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}
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},
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"outputs": [
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@@ -4018,7 +3981,7 @@
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"list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi','wh']\n",
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"i=0\n",
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"list2 = []\n",
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"person = ['03603316']\n",
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"person = ['01738966']\n",
|
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"bumen =['南港乙烯项目管理部']\n",
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"for k, v in dict1.items():\n",
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" list1 = []\n",
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@@ -4074,35 +4037,10 @@
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},
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{
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"cell_type": "code",
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"execution_count": 41,
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"execution_count": null,
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"id": "8467b539-c5ca-4db3-8231-f634b70dff88",
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"metadata": {
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"execution": {
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"iopub.execute_input": "2025-12-03T11:13:39.490227Z",
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"iopub.status.busy": "2025-12-03T11:13:39.489101Z",
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"shell.execute_reply": "2025-12-03T11:13:39.647529Z",
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"shell.execute_reply.started": "2025-12-03T11:13:39.490158Z"
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}
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},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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"03603316 马新淼 炼油部\n",
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"01738573 曹志玲 研究院\n",
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"01730621 张敬东 电仪部\n",
|
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"01733160 王金江 烯烃部\n",
|
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"01736847 章洪 热电部\n",
|
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"01736378 杨桂强 热电部\n",
|
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"01737731 徐欣 运输销售部\n",
|
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"01736804 李振江 热电部\n",
|
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"01737858 于学宁 运输销售部\n",
|
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"01737542 刘呈健 水务部\n"
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]
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}
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],
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"metadata": {},
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"outputs": [],
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"source": [
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"import os,sys,shutil\n",
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"import json\n",
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@@ -4138,17 +4076,9 @@
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},
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{
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"cell_type": "code",
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"execution_count": 46,
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"execution_count": null,
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"id": "b9f88d36-e72a-4f26-8357-62c7b0e2128d",
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"metadata": {
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||||
"execution": {
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||||
"iopub.execute_input": "2025-12-03T12:03:30.161578Z",
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"iopub.status.busy": "2025-12-03T12:03:30.161039Z",
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"iopub.status.idle": "2025-12-03T12:03:31.205217Z",
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"shell.execute_reply": "2025-12-03T12:03:31.204754Z",
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"shell.execute_reply.started": "2025-12-03T12:03:30.161525Z"
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}
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||||
},
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||||
"metadata": {},
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||||
"outputs": [],
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"source": [
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"import os,sys,shutil\n",
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@@ -4175,6 +4105,385 @@
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" shutil.copyfile(fn,n_name)"
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]
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},
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{
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"cell_type": "markdown",
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||||
"id": "d4950051-c196-461a-a862-758ad014923d",
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"metadata": {},
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"source": [
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"## 获得报告数据"
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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": 52,
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"id": "d5ec9835-0f8d-4755-8fa1-b0a1f7f35bfc",
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||||
"metadata": {
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||||
"execution": {
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||||
"iopub.execute_input": "2025-12-04T01:42:19.668220Z",
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"iopub.status.busy": "2025-12-04T01:42:19.667596Z",
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"iopub.status.idle": "2025-12-04T01:46:02.421978Z",
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"shell.execute_reply": "2025-12-04T01:46:02.421489Z",
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||||
"shell.execute_reply.started": "2025-12-04T01:42:19.668162Z"
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||||
}
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||||
},
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"outputs": [
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{
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"name": "stdout",
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||||
"output_type": "stream",
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"text": [
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"0\n"
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||||
]
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||||
}
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||||
],
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||||
"source": [
|
||||
"import pdfplumber\n",
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||||
"import os,sys,shutil\n",
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||||
"import json\n",
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||||
"import glob\n",
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||||
"from pathlib import Path\n",
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||||
"\n",
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||||
"dict1 = {}\n",
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||||
"\n",
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||||
"fi_path = '/home/songyi/pdf-typescript-fit2023/天津石化2025'\n",
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||||
"fls = glob.glob(f'{fi_path}/*.pdf')\n",
|
||||
"for fn in fls:\n",
|
||||
" code = Path(fn).stem.split('-')[0]\n",
|
||||
" dict1.setdefault(code,{})\n",
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||||
" pdf = pdfplumber.open(fn)\n",
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" text = pdf.pages[1].extract_text()#######页码从0开始计数\n",
|
||||
" #print(text)\n",
|
||||
" list1 = text.split('\\n')\n",
|
||||
" for item in list1:\n",
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||||
" if '测试标准 国民体质测定标准' in item:\n",
|
||||
" list_min = list1.index(item)\n",
|
||||
" if '请注意：以上测试项目' in item or '感谢您完成测试' in item:\n",
|
||||
" list_max = list1.index(item)\n",
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||||
" #print(code,list_min,list_max)\n",
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" for i in range(list_min+1,list_max):\n",
|
||||
" #dict2 = {}\n",
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||||
" xm = list1[i].split(' ')[0]\n",
|
||||
" dict1[code][xm] = ','.join(list1[i].split(' ')[1:])\n",
|
||||
"filename = 'data/天津石化体测报告提取数据.json'\n",
|
||||
"with open(filename,'w') as fl:\n",
|
||||
" json.dump(dict1, fl, ensure_ascii=False) \n",
|
||||
"print(len(dict1)) \n",
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||||
" \n"
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||||
]
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||||
},
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||||
{
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||||
"cell_type": "markdown",
|
||||
"id": "c3dca4b9-cc70-4e29-8848-97c8e2044219",
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||||
"metadata": {},
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||||
"source": [
|
||||
"## 获得报告中得分及等级"
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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": 69,
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||||
"id": "e48afdab-13f5-492a-9c14-72e00a883cdd",
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||||
"metadata": {
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||||
"execution": {
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"iopub.execute_input": "2025-12-05T04:28:27.297909Z",
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"shell.execute_reply.started": "2025-12-05T04:28:27.297834Z"
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}
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||||
},
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||||
"outputs": [
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||||
{
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||||
"name": "stdout",
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"output_type": "stream",
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"text": [
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"3740\n"
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||||
]
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||||
}
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||||
],
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||||
"source": [
|
||||
"import pdfplumber\n",
|
||||
"import os,sys,shutil\n",
|
||||
"import json\n",
|
||||
"import glob\n",
|
||||
"from pathlib import Path\n",
|
||||
"import re\n",
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||||
"\n",
|
||||
"dict1 = {}\n",
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||||
"\n",
|
||||
"fi_path = '/home/songyi/pdf-typescript-fit2023/天津石化2025'\n",
|
||||
"fls = glob.glob(f'{fi_path}/*.pdf')\n",
|
||||
"for fn in fls:\n",
|
||||
" code = Path(fn).stem.split('-')[0]\n",
|
||||
" dict1.setdefault(code,{})\n",
|
||||
" pdf = pdfplumber.open(fn)\n",
|
||||
" text = pdf.pages[1].extract_text()#######页码从0开始计数\n",
|
||||
" #print(text)\n",
|
||||
" list1 = text.split('\\n')\n",
|
||||
" for item in list1:\n",
|
||||
" if '感谢您完成测试' in item:\n",
|
||||
" score_pattern = r\"分为(\\d+)\"\n",
|
||||
" score_match = re.search(score_pattern, text)\n",
|
||||
" if score_match:\n",
|
||||
" average_score = score_match.group(1)\n",
|
||||
" else:\n",
|
||||
" average_score = ''\n",
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"\n",
|
||||
"# 提取等级信息（包括括号内的内容）\n",
|
||||
" grade_pattern = r\"等级为([^，]+)\"\n",
|
||||
" grade_match = re.search(grade_pattern, text)\n",
|
||||
" if grade_match:\n",
|
||||
" grade = grade_match.group(1) \n",
|
||||
" else:\n",
|
||||
" grade = ''\n",
|
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" dict1[code]['平均分'] = average_score\n",
|
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" dict1[code]['等级'] = grade.split('（')[0] \n",
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" \n",
|
||||
" \n",
|
||||
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
|
||||
"with open(filename,'w') as fl:\n",
|
||||
" json.dump(dict1, fl, ensure_ascii=False) \n",
|
||||
"print(len(dict1)) "
|
||||
]
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||||
},
|
||||
{
|
||||
"cell_type": "code",
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||||
"execution_count": 70,
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||||
"id": "c624a091-4851-4f3a-83c9-83520b20603b",
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||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2025-12-05T06:39:21.668327Z",
|
||||
"iopub.status.busy": "2025-12-05T06:39:21.667654Z",
|
||||
"iopub.status.idle": "2025-12-05T06:39:21.677684Z",
|
||||
"shell.execute_reply": "2025-12-05T06:39:21.676710Z",
|
||||
"shell.execute_reply.started": "2025-12-05T06:39:21.668269Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
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||||
"source": [
|
||||
"import json\n",
|
||||
"\n",
|
||||
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict1 = json.load(fl)\n",
|
||||
"\n",
|
||||
"for k, v in dict1.items():\n",
|
||||
" if not v['平均分'].isdigit:\n",
|
||||
" print(k)"
|
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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": 55,
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"id": "e40caa62-9f50-4480-964e-177e88549425",
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||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2025-12-04T01:50:28.395443Z",
|
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"iopub.status.busy": "2025-12-04T01:50:28.394915Z",
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"iopub.status.idle": "2025-12-04T01:50:28.426527Z",
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||||
"shell.execute_reply": "2025-12-04T01:50:28.425998Z",
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||||
"shell.execute_reply.started": "2025-12-04T01:50:28.395395Z"
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||||
}
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||||
},
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||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
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||||
"output_type": "stream",
|
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"text": [
|
||||
"{'纵跳', '请注意：以上测试项目及格线为60分。列表中红色项目需重点关注，建议在专家指导下进行科学锻炼，', '选择反应时', '肺活量', '俯卧撑', '闭眼单脚站立', '坐位体前屈', '1分钟仰卧起坐', '腰臀比', '减少潜在的运动风险。', '握力', '身高体重指数', '台阶指数'}\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"filename = 'data/天津石化体测报告提取数据.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict1 = json.load(fl)\n",
|
||||
"set1 = set()\n",
|
||||
"for k, v in dict1.items():\n",
|
||||
" for item in v.keys():\n",
|
||||
" set1.add(item)\n",
|
||||
"print(set1)"
|
||||
]
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},
|
||||
{
|
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"cell_type": "code",
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||||
"execution_count": 67,
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"id": "1edd3188-e28f-459c-a7f3-369393e43b47",
|
||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2025-12-04T12:18:14.866809Z",
|
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"iopub.status.busy": "2025-12-04T12:18:14.866039Z",
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|
||||
}
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"3740\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"import json\n",
|
||||
"\n",
|
||||
"filename = 'data/result_天津石化2025-2.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict1 = json.load(fl)\n",
|
||||
"filename = 'data/天津石化人员2025.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict4 = json.load(fl)\n",
|
||||
" \n",
|
||||
"filename = 'data/天津石化体测报告提取数据.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict2 = json.load(fl)\n",
|
||||
"items = ['纵跳','选择反应时','肺活量','俯卧撑','闭眼单脚站立','坐位体前屈','1分钟仰卧起坐','握力','台阶指数']\n",
|
||||
"items_1 = ['腰臀比','身高体重指数']\n",
|
||||
"dict3 = {}\n",
|
||||
"for k, v in dict2.items():\n",
|
||||
" dict3.setdefault(k,{})\n",
|
||||
" dict3[k]['name'] = dict4[k]['name']\n",
|
||||
" dict3[k]['sex'] = dict4[k]['sex']\n",
|
||||
" dict3[k]['unit'] = dict4[k]['unit']\n",
|
||||
" dict3[k]['sub_unit'] = dict4[k]['sub_unit']\n",
|
||||
" dict3[k]['age'] = dict1[k]['age']\n",
|
||||
" for item in items:\n",
|
||||
" if item in v.keys():\n",
|
||||
" #print(k,item)\n",
|
||||
" dict3[k].setdefault(item,{})\n",
|
||||
" dict3[k][item]['mark'] = v[item].split(',')[0]\n",
|
||||
" dict3[k][item]['score'] = v[item].split(',')[2].replace('分','')\n",
|
||||
" for item in items_1:\n",
|
||||
" if item in v.keys():\n",
|
||||
" dict3[k].setdefault(item,{})\n",
|
||||
" dict3[k][item]['mark'] = v[item].split(',')[0]\n",
|
||||
" dict3[k][item]['score'] = v[item].split(',')[1].replace('分','')\n",
|
||||
" \n",
|
||||
"filename = 'data/data_天津石化2025.json'\n",
|
||||
"with open(filename,'w') as fl:\n",
|
||||
" json.dump(dict3, fl, ensure_ascii=False) \n",
|
||||
"print(len(dict3)) \n",
|
||||
" "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "6694af03-76f3-4d7f-8f80-3bf755f94aa8",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## 合并整理报告数据"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 74,
|
||||
"id": "ed42e2f1-c024-4d29-86c3-b47edb97724f",
|
||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2025-12-05T06:51:04.517628Z",
|
||||
"iopub.status.busy": "2025-12-05T06:51:04.516907Z",
|
||||
"iopub.status.idle": "2025-12-05T06:51:04.714115Z",
|
||||
"shell.execute_reply": "2025-12-05T06:51:04.713629Z",
|
||||
"shell.execute_reply.started": "2025-12-05T06:51:04.517561Z"
|
||||
}
|
||||
},
|
||||
"outputs": [
|
||||
{
|
||||
"name": "stdout",
|
||||
"output_type": "stream",
|
||||
"text": [
|
||||
"3740\n"
|
||||
]
|
||||
}
|
||||
],
|
||||
"source": [
|
||||
"filename = 'data/data_天津石化2025.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict1 = json.load(fl)\n",
|
||||
"filename = 'data/天津石化体测报告提取数据（得分及等级）.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict2 = json.load(fl)\n",
|
||||
"items = ['纵跳','选择反应时','肺活量','俯卧撑','闭眼单脚站立','坐位体前屈','1分钟仰卧起坐','握力','台阶指数','身高体重指数']\n",
|
||||
"for k, v in dict1.items():\n",
|
||||
" for item in items:\n",
|
||||
" if item in v.keys():\n",
|
||||
" score = int(v[item]['score'])\n",
|
||||
" v[item]['score'] = score\n",
|
||||
" v['平均分'] = dict2[k]['平均分']\n",
|
||||
" v['等级'] = dict2[k]['等级']\n",
|
||||
"\n",
|
||||
"filename = 'data/data_天津石化2025.json'\n",
|
||||
"with open(filename,'w') as fl:\n",
|
||||
" json.dump(dict1, fl, ensure_ascii=False) \n",
|
||||
"print(len(dict1)) "
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "aa8a5641-d5dc-4452-8c8a-8d2c161e9b9a",
|
||||
"metadata": {},
|
||||
"source": [
|
||||
"## 导出报告数据"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "code",
|
||||
"execution_count": 76,
|
||||
"id": "5f7cbf7c-ad59-4c84-8592-34ae71c10e26",
|
||||
"metadata": {
|
||||
"execution": {
|
||||
"iopub.execute_input": "2025-12-05T07:11:47.233380Z",
|
||||
"iopub.status.busy": "2025-12-05T07:11:47.232806Z",
|
||||
"iopub.status.idle": "2025-12-05T07:11:48.772073Z",
|
||||
"shell.execute_reply": "2025-12-05T07:11:48.771510Z",
|
||||
"shell.execute_reply.started": "2025-12-05T07:11:47.233324Z"
|
||||
}
|
||||
},
|
||||
"outputs": [],
|
||||
"source": [
|
||||
"import json\n",
|
||||
"import openpyxl\n",
|
||||
"\n",
|
||||
"title = ['编号', '姓名', '性别', '部门', '车间','年龄', '身高体重指数', '肺活量', '得分', '握力', '得分', '坐位体前屈', '得分', '纵跳', '得分', '俯卧撑', '得分', '单脚站立', '得分', '选择反应时', '得分', '一分钟仰卧起坐', '得分','台阶指数', '得分','腰臀比','状态','平均分','等级']\n",
|
||||
"items = ['身高体重指数','肺活量','握力','坐位体前屈','纵跳','俯卧撑','闭眼单脚站立','选择反应时','1分钟仰卧起坐','台阶指数','腰臀比']\n",
|
||||
"\n",
|
||||
"list1 = []\n",
|
||||
"filename = 'data/data_天津石化2025.json'\n",
|
||||
"with open(filename,'r') as fl:\n",
|
||||
" dict1 = json.load(fl)\n",
|
||||
"\n",
|
||||
"for k, v in dict1.items():\n",
|
||||
" list2 = []\n",
|
||||
" list2.append(k)\n",
|
||||
" list2.append(v['name'])\n",
|
||||
" list2.append(v['sex'])\n",
|
||||
" list2.append(v['unit'])\n",
|
||||
" list2.append(v['sub_unit'])\n",
|
||||
" for item in items:\n",
|
||||
" if item in v.keys():\n",
|
||||
" list2.append(v[item]['mark'])\n",
|
||||
" list2.append(v[item]['score'])\n",
|
||||
" else:\n",
|
||||
" list2.append('')\n",
|
||||
" list2.append('') \n",
|
||||
" list2.append(v['平均分'])\n",
|
||||
" list2.append(v['等级'])\n",
|
||||
" list1.append(list2)\n",
|
||||
" \n",
|
||||
"\n",
|
||||
"\n",
|
||||
"filename = 'data/天津石化体测报告数据（2025年）.xlsx'\n",
|
||||
"wb = openpyxl.Workbook()\n",
|
||||
"sheet = wb.active\n",
|
||||
"sheet.append(title)\n",
|
||||
"for row in list1:\n",
|
||||
" sheet.append(row)\n",
|
||||
" \n",
|
||||
"wb.save(filename) \n"
|
||||
]
|
||||
},
|
||||
{
|
||||
"cell_type": "markdown",
|
||||
"id": "85a03b00-9624-4ae9-aa6d-386798d457df",
|
||||
|
||||
Reference in new issue
Block a user