20240315

体测单位/体质检测数据处理.ipynb

@@ -538,6 +538,153 @@
     "print('ok!')        "
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 101,
+   "id": "30c4c256-a75d-40dd-b9cf-e3102fd4ab5a",
+   "metadata": {
+    "execution": {
+     "iopub.execute_input": "2024-03-15T11:30:51.926110Z",
+     "iopub.status.busy": "2024-03-15T11:30:51.925642Z",
+     "iopub.status.idle": "2024-03-15T11:30:51.956746Z",
+     "shell.execute_reply": "2024-03-15T11:30:51.955818Z",
+     "shell.execute_reply.started": "2024-03-15T11:30:51.926073Z"
+    },
+    "tags": []
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ok!\n"
+     ]
+    }
+   ],
+   "source": [
+    "import json\n",
+    "import time\n",
+    "\n",
+    "filename = '../item.json'\n",
+    "item = {}\n",
+    "unit = {}\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict3 = json.load(fl) \n",
+    "for k,v in dict3.items():\n",
+    "    item[k] = v\n",
+    "item['1']['en'] = 'lung'\n",
+    "item['2']['en'] = 'grip'\n",
+    "item['3']['en'] = 'flexion'\n",
+    "item['4']['en'] = 'jump'\n",
+    "item['5']['en'] = 'pushup'\n",
+    "item['6']['en'] = 'balance'\n",
+    "item['7']['en'] = 'reaction'\n",
+    "item['8']['en'] = 'step'\n",
+    "item['9']['en'] = 'situp'\n",
+    "item['10']['en'] = 'height'\n",
+    "item['11']['en'] = 'weight'\n",
+    "\n",
+    "filename = 'data/体质检测标准 (1).json'    \n",
+    "with open(filename,'r') as fl:\n",
+    "    dict1 = json.load(fl)\n",
+    "\n",
+    "\n",
+    "\n",
+    "def cal_score(data1):\n",
+    "    #data = {'name':'张三','sex':'M','age':37,'item':'StepExperiment','result':46}     \n",
+    "    person = dict1['person']\n",
+    "    criteria = dict1['criteria']\n",
+    "    if data1['age'] >59:\n",
+    "        data1['age'] = 59\n",
+    "    if data1['age'] <20:\n",
+    "        data1['age'] = 20\n",
+    "    info = data1['sex']+str(data1['age'])\n",
+    "    bz = person[info]\n",
+    "    mx = criteria[bz][data1['item']]\n",
+    "    result = data1['result']    \n",
+    "    if data1['item'] == 'reaction':\n",
+    "        for bz1 in mx:\n",
+    "            if result > bz1:\n",
+    "                #print(bz1)\n",
+    "                score = mx.index(bz1,0)\n",
+    "                break\n",
+    "            else:\n",
+    "                score = 5\n",
+    "    else:\n",
+    "        for bz1 in mx:\n",
+    "            if result < bz1:\n",
+    "                #print(bz1)\n",
+    "                score = mx.index(bz1,0)\n",
+    "                break\n",
+    "            else:\n",
+    "                score = 5\n",
+    "    return(score)\n",
+    "filename = 'data/体质检测标准_BMI.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict4 = json.load(fl) \n",
+    "    \n",
+    "def cal_bmi(data1):\n",
+    "   # data = {'name':'张三','sex':'M','age':37,'item':'HeightWeight','result':'177.7,97.0'}\n",
+    "    person = dict4['person']\n",
+    "    criteria = dict4['criteria']\n",
+    "    if data1['age'] > 59:\n",
+    "        data1['age'] = 59\n",
+    "    if data1['age'] <20:\n",
+    "        data1['age'] = 20\n",
+    "    info = data1['sex']+str(data1['age'])\n",
+    "    bz = person[info]\n",
+    "    #print(bz)\n",
+    "    result = data1['result']\n",
+    "    #print(data1['code'],result)\n",
+    "    height = int(float(result.split(',')[0]))\n",
+    "    weight = float(result.split(',')[1])\n",
+    "    if str(height) not in criteria[bz]:\n",
+    "        score = 1\n",
+    "    else:   \n",
+    "        mx = criteria[bz][str(height)]\n",
+    "        if weight < mx[0]:\n",
+    "            score = 1\n",
+    "        elif weight < mx[1]:\n",
+    "            score = 3\n",
+    "        elif weight < mx[2]:\n",
+    "            score = 5    \n",
+    "        elif weight <= mx[3]:\n",
+    "            score = 3  \n",
+    "        elif weight > mx[3]:\n",
+    "            score = 1\n",
+    "    return score\n",
+    "    \n",
+    "    \n",
+    "\n",
+    "#list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','height','weight']\n",
+    "list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp']\n",
+    "filename = 'data/result_样本.json'\n",
+    "with open(filename,'r') as fl:\n",
+    "    dict2 = json.load(fl) \n",
+    "for k, v in dict2.items():\n",
+    "    #print(k)\n",
+    "    if v['sex'] == '男':\n",
+    "        sex = 'M'\n",
+    "    else:\n",
+    "        sex = 'F'            \n",
+    "    if 'height' in v.keys() and 'weight' in v.keys():\n",
+    "        bmi_data = v['height']['成绩'].split()[0]+','+ v['weight']['成绩'].split()[0]\n",
+    "        data1 = {'code':k,'sex':sex,'age':v['age'],'item':'HeightWeight','result':bmi_data}\n",
+    "        dict2[k]['bmi'] = {}\n",
+    "        dict2[k]['bmi']['成绩'] = bmi_data\n",
+    "        dict2[k]['bmi']['score'] = cal_bmi(data1)\n",
+    "    for item_en in list_item:\n",
+    "        if item_en in v.keys():            \n",
+    "            data1 = {'code':k,'sex':sex,'age':v['age'],'item':item_en,'result':float(v[item_en]['成绩'].split()[0])}\n",
+    "            dict2[k][item_en]['score'] = cal_score(data1)\n",
+    "            #print(k,v[item_en]['成绩'],cal_score(data1))\n",
+    "\n",
+    "filename = f'data/result_样本.json'\n",
+    "with open(filename,'w') as fl:\n",
+    "    json.dump(dict2,fl , ensure_ascii=False) \n",
+    "print('ok!')        "
+   ]
+  },
   {
    "cell_type": "markdown",
    "id": "ceef0742-f62a-4a7d-b0d5-be7ae7abb741",
@@ -548,15 +695,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 100,
+   "execution_count": 102,
    "id": "b123ee6b-85d2-4660-b226-321832a6b796",
    "metadata": {
     "execution": {
-     "iopub.execute_input": "2024-01-03T15:42:44.653385Z",
+     "iopub.execute_input": "2024-03-15T11:34:16.320686Z",
-     "iopub.status.busy": "2024-01-03T15:42:44.652940Z",
+     "iopub.status.busy": "2024-03-15T11:34:16.320229Z",
-     "iopub.status.idle": "2024-01-03T15:42:59.566347Z",
+     "iopub.status.idle": "2024-03-15T11:34:17.378622Z",
-     "shell.execute_reply": "2024-01-03T15:42:59.565824Z",
+     "shell.execute_reply": "2024-03-15T11:34:17.378123Z",
-     "shell.execute_reply.started": "2024-01-03T15:42:44.653349Z"
+     "shell.execute_reply.started": "2024-03-15T11:34:16.320649Z"
     },
     "tags": []
    },
@@ -565,7 +712,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "43\n"
+      "2\n"
      ]
     }
    ],
@@ -578,11 +725,11 @@
     "headers = {\n",
     "    \"Content-Type\": \"application/json; charset=UTF-8\"\n",
     "    }\n",
-    "filename = 'data/result_中国石化化工销售.json'\n",
+    "filename = 'data/result_样本.json'\n",
     "with open(filename,'r') as fl:\n",
     "    dict1 = json.load(fl)\n",
     "list1 = []\n",
-    "fiie_path ='./中国石化化工销售/'\n",
+    "fiie_path ='./样本/'\n",
     "list_item = ['lung','grip','flexion','jump','pushup','balance','reaction','step','situp','bmi']\n",
     "i=0\n",
     "list2 = []\n",
@@ -592,7 +739,7 @@
     "    \n",
     "    id = str(k).rjust(4,\"0\")\n",
     "    mydata['path'] = fiie_path+id+'-'+ v['name']+'.pdf'\n",
-    "    mydata['title'] = '中国石化化工销售'\n",
+    "    mydata['title'] = '体质监测报告样本'\n",
     "    mydata['subtitle'] = v['unit']\n",
     "    mydata['id'] = id\n",
     "    mydata['name'] = v['name']\n",