[debug]

README.md

@@ -23,26 +23,6 @@ createuser biopro -P --interactive
 
 ### Run apiServer on device
 
-##### Install node.js
-```
-sudo apt-get upgrade
-sudo apt-get update
-```
-
-```
-### setup_14.x can change to your version
-curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
-### install node and npm
-sudo apt-get install -y nodejs
-```
-
-##### (optional) if the installation of node.js fail
-```
-sudo apt update
-curl -sL https://deb.nodesource.com/setup_14.x | sudo -E bash -
-sudo apt-get install -y nodejs
-```
-
 ##### Clone project
 ```
 git clone https://gitlab.com/bioproscientific/bioproapiserver.git
@@ -55,9 +35,12 @@ vim config.js
 ```
 change the code following as:
 ```
+/*
+    change apiserver port to postgres port, 54321 --> 5432 (default)
+*/
 export const pgDB = {
   host: '127.0.0.1', // 服务器地址
-  port: 5432, // 数据库端口号
+  port: 54321, // 数据库端口号 -----------------> 5432
   username: 'biopro', // 数据库用户名
   password: 'BioProControlBox', // 数据库密码
   database: 'postgres' // 数据库名称
@@ -77,8 +60,7 @@ sudo vim /etc/rc.local
 ```
 add the code following as:
 ```
-now=$(date +"%F_%T")
+nohup node /home/pi/bioproapiserver/dist/app.js > /home/pi/.api_server.out &
-sudo -H -u pi nohup node /home/pi/bioproapiserver/dist/app.js > /home/pi/.api_server_$now.out &
 ```
 
 ### Localhost develop
@@ -97,4 +79,4 @@ npm run start
 ```
 
 ##### References
->https://opensource.com/article/17/10/set-postgres-database-your-raspberry-pi
+>https://opensource.com/article/17/10/set-postgres-database-your-raspberry-pi

package-lock.json

@@ -2448,14 +2448,6 @@
       "integrity": "sha512-zg7Hz2k5lI8kb7U32998pRRFin7zJlkfezGJjUc2heaD4Pw2wObakCDVzkKztTm/Ln7eiVvYsjqak0Ed4LkMDA==",
       "dev": true
     },
-    "axios": {
-      "version": "0.24.0",
-      "resolved": "https://registry.npmjs.org/axios/-/axios-0.24.0.tgz",
-      "integrity": "sha512-Q6cWsys88HoPgAaFAVUb0WpPk0O8iTeisR9IMqy9G8AbO4NlpVknrnQS03zzF9PGAWgO3cgletO3VjV/P7VztA==",
-      "requires": {
-        "follow-redirects": "^1.14.4"
-      }
-    },
     "babel-core": {
       "version": "7.0.0-bridge.0",
       "resolved": "https://registry.npmjs.org/babel-core/-/babel-core-7.0.0-bridge.0.tgz",
@@ -4868,11 +4860,6 @@
         "readable-stream": "^2.3.6"
       }
     },
-    "follow-redirects": {
-      "version": "1.14.5",
-      "resolved": "https://registry.npmjs.org/follow-redirects/-/follow-redirects-1.14.5.tgz",
-      "integrity": "sha512-wtphSXy7d4/OR+MvIFbCVBDzZ5520qV8XfPklSN5QtxuMUJZ+b0Wnst1e1lCDocfzuCkHqj8k0FpZqO+UIaKNA=="
-    },
     "for-in": {
       "version": "1.0.2",
       "resolved": "https://registry.npmjs.org/for-in/-/for-in-1.0.2.tgz",

package.json

@@ -7,14 +7,13 @@
   "scripts": {
     "start": "gulp nodemon",
     "dev": "gulp",
-    "build": "babel src -d dist",
+    "build": "babel src -d dist --copy-files",
     "production": "node dist/app.js",
     "test": "jest",
     "link": "eslint .",
     "link:fix": "eslint --fix ."
   },
   "dependencies": {
-    "axios": "^0.24.0",
     "jsonwebtoken": "^8.5.1",
     "koa": "^2.11.0",
     "koa-body": "^4.1.1",

src/config.js

@@ -1,39 +1,39 @@
 import path from 'path'
 
-// system config
+// 系统配置
 export const System = {
-  API_server_type: 'http://',
+  API_server_type: 'http://', // API服务器协议类型,包含"http://"或"https://"
-  API_server_host: 'localhost',
+  API_server_host: 'localhost', // API服务器暴露的域名地址,请勿添加"http://"
-  API_server_port: '3000',
+  API_server_port: '3000', // API服务器监听的端口号
-  HTTP_server_type: 'http://',
+  HTTP_server_type: 'http://', // HTTP服务器协议类型,包含"http://"或"https://"
-  HTTP_server_host: 'www.XXX.com', // HTTP server address（as client browser location，* if its app ）
+  HTTP_server_host: 'www.XXX.com', // HTTP服务器地址,请勿添加"http://" （即前端调用使用的服务器地址，如果是APP请设置为 * ）
-  HTTP_server_port: '65534',
+  HTTP_server_port: '65534', // HTTP服务器端口号
-  System_country: 'zh-cn',
+  System_country: 'zh-cn', // 所在国家的国家代码
-  System_plugin_path: path.join(__dirname, './plugins'),
+  System_plugin_path: path.join(__dirname, './plugins'), // 插件路径
-  Session_Key: 'RESTfulAPI',
+  Session_Key: 'RESTfulAPI', // 生产环境务必随机设置一个值
-  db_type: 'mysql'
+  db_type: 'mysql' // 数据库类型
 }
 
 export const DB = {
-  host: 'localhost',
+  host: 'localhost', // 服务器地址
-  port: 3306,
+  port: 3306, // 数据库端口号
-  username: 'admin',
+  username: 'admin', // 数据库用户名
-  password: 'admin888',
+  password: 'admin888', // 数据库密码
-  database: 'development',
+  database: 'development', // 数据库名称
-  prefix: 'api_'
+  prefix: 'api_' // 默认"api_"
 }
 
 export const pgDB = {
-  host: '127.0.0.1',
+  host: '127.0.0.1', // 服务器地址
-  port: 5432,
+  port: 5432, // 数据库端口号
-  username: 'biopro',
+  username: 'biopro', // 数据库用户名
-  password: 'BioProControlBox',
+  password: 'BioProControlBox', // 数据库密码
-  database: 'postgres'
+  database: 'postgres' // 数据库名称
 }
 
 export const SendEmail = {
-  service: 'smtp.abcd.com',
+  service: 'smtp.abcd.com', // SMTP服务提供商域名
-  username: 'postmaster%40abcd.com',
+  username: 'postmaster%40abcd.com', // 用户名/用户邮箱
-  password: 'password',
+  password: 'password', // 邮箱密码
-  sender_address: '<postmaster@abcd.com>'
+  sender_address: '"XX平台 👥" <postmaster@abcd.com>'
 }

src/controllers/analysis/IIRFilter.py

@@ -1,38 +0,0 @@
-from scipy import signal
-import sys
-
-# argv = _type, order, fs, f0, f1, f2
-if len(sys.argv) < 7:
-    _type = 'highpass' # 'highpass', 'lowpass', 'bandstop', 'bandpass'
-    order = 20
-    fs = 1000
-    f0 = 48
-    f1 = 52
-    f2 = 25
-    # exit()
-else:
-    _type = sys.argv[1] # 'highpass', 'lowpass', 'bandstop', 'bandpass'
-    order = int(sys.argv[2])
-    fs = float(sys.argv[3])
-    f0 = float(sys.argv[4])
-    f1 = float(sys.argv[5])
-    f2 = float(sys.argv[6])
-
-# fs = 1000
-
-if _type in ['bandstop', 'bandpass']:
-    sos = signal.butter(order, [f0/fs*2,f1/fs*2], _type, output='sos')
-elif _type in ['highpass', 'lowpass']:
-    sos = signal.butter(order, f2/fs*2, _type, output='sos')
-else:
-    b, a = signal.iirnotch(f2, order, fs)
-    sos = signal.tf2sos(b, a)
-
-ret = ''
-for s_list in sos:
-    for s in s_list:
-        ret += str(s) + ','
-    ret = ret[:-1]
-    ret += '/'
-
-print(ret[:-2], end='')

src/controllers/analysis/index.js

@@ -1,116 +1,57 @@
 import RecordingDataMeta from '../../models/file/recording_data_meta'
 import childProcess from 'child_process'
 import path from 'path'
-import { homedir } from 'os'
 
 const recordingDataMeta = new RecordingDataMeta()
 
 export const spikeDetect = async (ctx, next) => {
   const request = ctx.request.body
-  ctx.req.setTimeout(0)
 
-  const controllerId = request.controller_id
+  const id = request.id
-  const metaId = request.meta_id
   const channel = request.channel
   const cutOffFreq = request.cut_off_freq
-  const filterOrder = request.filter_order
   const threshold = request.threshold
   const waveForm = request.waveForm
-  const dataType = request.data_type
+  const retDataType = request.ret_data_type
-
+  // console.log(id, channel, cutOffFreq, threshold, waveForm)
-  const result = await recordingDataMeta.getByID(metaId)
 
+  const result = await recordingDataMeta.getByID(id)
   const channels = JSON.parse(result[0].channels)
   const sampleRate = 8e5 / result[0].parameter_set.ADC_CLOCK / channels.length
   const timeDuration = result[0].time_duration / 1e6
-  const rawData = JSON.stringify(result[0].raw_data[channel])
+  // console.log(sampleRate, timeDuration)
 
-  function getPromise () {
+  const process = childProcess.spawnSync('python3', [
-    return new Promise((resolve, reject) => {
+    path.join(__dirname, '/spikeDetect.py'),
-      const subprocess = childProcess.spawn('python3', [
+    'meta_id=' + id,
-        path.join(homedir(), 'bioproanalysis', 'spike_detect', 'main.py'),
+    'channel=' + channel,
-        'controller_id=' + controllerId,
+    'cut_off_freq=' + cutOffFreq,
-        'meta_id=' + metaId,
+    'threshold=' + threshold,
-        'channel=' + channel,
+    'waveform=' + waveForm,
-        'cut_off_freq=' + cutOffFreq,
+    'sample_rate=' + sampleRate,
-        'filter_order=' + filterOrder,
+    'time_duration=' + timeDuration,
-        'threshold=' + threshold,
+    'ret_data_type=' + retDataType
-        'waveform=' + waveForm,
+  ], { maxBuffer: 2 * 1024 * 1024 * 1024 })
-        'sample_rate=' + sampleRate,
-        'time_duration=' + timeDuration,
-        'data_type=' + dataType,
-        'raw_data=' + rawData
-      ])
 
-      let totalString = ''
+  // console.log('out', process.stdout.toString())
+  console.log('err', process.stderr.toString())
 
-      subprocess.stdout.on('data', async (data) => {
+  ctx.body = process.stdout.toString()
-        const dataString = data.toString()
-        totalString += dataString
-      })
 
-      subprocess.stderr.on('data', (error) => {
+  // const process = child_process.execSync('python3 /Users/lubokai/Desktop/bioproapiserver/src/controllers/analysis/test.py 1089 0')
-        reject(error)
+  // console.log(process)
-        console.error(`Error ${error}`)
+  // process.stdout.on('data', (data) => {
-      })
+  //   _data += data.toString()
+  // })
 
-      subprocess.on('close', (code) => {
+  // process.stderr.on('data', (data) => {
-        resolve(totalString)
+  //   console.error(data.toString())
-        console.log(`spike detect analysis process exited with code ${code}`)
+  // })
-      })
-    })
-  }
 
-  const ret = await getPromise()
+  // process.on('exit', (code) => {
-  ctx.body = ret
+  //   console.log(_data)
-
+  //   console.log(`Child exited with code ${code}`)
-  next()
+  // })
-}
-
-export const IIRFliter = async (ctx, next) => {
-  const request = ctx.request.body
-  ctx.req.setTimeout(0)
-
-  const type = request.type
-  const order = request.order
-  const fs = request.fs
-  const f0 = request.f0
-  const f1 = request.f1
-  const f2 = request.f2
-
-  function getPromise () {
-    return new Promise((resolve, reject) => {
-      const subprocess = childProcess.spawn('python3', [
-        path.join(homedir(), 'bioproanalysis', 'filter', 'IIRFilter.py'),
-        type,
-        order,
-        fs,
-        f0,
-        f1,
-        f2
-      ])
-
-      let totalString = ''
-
-      subprocess.stdout.on('data', async (data) => {
-        const dataString = data.toString()
-        totalString += dataString
-      })
-
-      subprocess.stderr.on('data', (error) => {
-        reject(error)
-        console.error(`Error ${error}`)
-      })
-
-      subprocess.on('close', (code) => {
-        resolve(totalString)
-        console.log(`iir filter analysis process exited with code ${code}`)
-      })
-    })
-  }
-
-  const ret = await getPromise()
-  ctx.body = ret
 
   next()
 }

src/controllers/analysis/spikeDetect.py

@@ -0,0 +1,110 @@
+import sys
+import ast
+import psycopg2
+import numpy as np
+import pandas as pd
+
+from math import ceil, floor
+from json import loads, dumps
+from scipy.fft import fft, fftfreq, rfft, rfftfreq, irfft, ifft
+
+if __name__ == '__main__':
+
+  params = {}
+  for input in sys.argv[1:]: #Now we're going to iterate over argv[1:] (argv[0] is the program name)
+      param  = input.split("=") #Get what's left of the '='
+      params[param[0]] = param[1]
+
+  meta_id = params['meta_id']
+  channel = params['channel']
+  cut_off_freq = int(params['cut_off_freq'])
+  threshold = ast.literal_eval('[' + params['threshold'] + ']')
+  waveform = ast.literal_eval('[' + params['waveform'] + ']')
+  SAMPLE_RATE = int(params['sample_rate'])
+  DURATION = ceil(float(params['time_duration']))
+  DELTA_TIME = 1e6 / SAMPLE_RATE
+  N = SAMPLE_RATE * DURATION
+  ret_data_type = params['ret_data_type']
+
+  # print(meta_id, channel, cut_off_freq, threshold, waveForm, SAMPLE_RATE, DURATION, N)
+
+  conn = psycopg2.connect(database="postgres", user="biopro", password="BioProControlBox", host="127.0.0.1", port="5432")
+  cur = conn.cursor()
+  sql_str = 'SELECT data FROM "public"."' + str(channel) + '_recording_data_raws" WHERE parent = ' + meta_id + 'ORDER BY id ASC'
+  cur.execute(sql_str)
+  ret = None
+  try:
+      ret = cur.fetchall()
+  except BaseException as e:
+    print(e)
+    exit
+  finally:
+      time = np.array([], dtype=int)
+      data = np.array([])
+
+      for sub_data in ret:
+        for split_data in sub_data[0].split('"***"')[:-1]:
+          value = np.array(split_data.split(' '))
+          time = np.append(time, value[::2].astype(np.int))
+          data = np.append(data, value[1::2].astype(np.int))
+
+      # print(len(time), len(data))
+      
+      xf = rfftfreq(N, 1 / SAMPLE_RATE)
+      points_per_freq = len(xf) / (SAMPLE_RATE / 2)
+      target_idx = int(points_per_freq * cut_off_freq)
+
+      # print(xf[target_idx])
+
+      yf = rfft(data)
+      yf[:target_idx] = 0
+      new_sig = np.round(irfft(yf, len(data)),3)
+
+      # print(time[-1])
+      # print(len(datas))
+      # print(len(yf),yf)
+
+      if threshold[0] == 'below':
+        th = new_sig < threshold[1]
+      elif threshold[0] == 'over':
+        th = new_sig > threshold[1]
+      elif threshold[0] == 'auto':
+        th = new_sig
+            
+      threshold_edges = np.convolve([1, -1], th, mode='same')
+      thresholded_edge_indices = np.where(threshold_edges==1)[0]
+
+      filter_array = []
+      for idx, point in enumerate(thresholded_edge_indices):
+        if idx > 0:
+          if time[thresholded_edge_indices[idx]] - int(waveform[2]) >= time[thresholded_edge_indices[idx-1]]:
+            filter_array.append(True)
+          elif time[thresholded_edge_indices[idx]] - int(waveform[1]) >= time[thresholded_edge_indices[idx-1]]:
+            filter_array.append(True)
+          else:
+            filter_array.append(False)
+        else:
+          if time[thresholded_edge_indices[idx]] - int(waveform[1]) < 0:
+            filter_array.append(False)
+          else:
+            filter_array.append(True)
+      
+      timemark_list = thresholded_edge_indices[filter_array]
+
+      if ret_data_type == 'all':
+        print(' '.join(str(x) for x in time))
+        print(' '.join(str(x) for x in new_sig))
+        print(' '.join(str(x) for x in timemark_list))
+      elif ret_data_type == 'partial':
+        return_sub_signal_lists = {}
+        for timemark in timemark_list:
+          start_index = timemark - floor(int(waveform[1] / DELTA_TIME))
+          end_index = timemark + ceil(int(waveform[2] / DELTA_TIME))
+
+          subSignal = new_sig[start_index: end_index + 2]
+          return_sub_signal_lists[str(timemark)] = ' '.join(str(x) for x in subSignal)
+        print(dumps(return_sub_signal_lists))
+
+  conn.commit()
+  conn.close()
+  exit

src/controllers/auth.js

@@ -1,19 +1,17 @@
 import jwt from 'jsonwebtoken'
 import fs from 'fs'
 import path from 'path'
-import childProcess from 'child_process'
-import { readFile, writeFile } from 'fs/promises'
-import { homedir } from 'os'
-const axios = require('axios')
-const crypto = require('crypto')
 
 const publicKey = fs.readFileSync(path.join(__dirname, '../../publicKey.pub'))
-const licenseUrl = 'http://52.194.17.114:3000'
+
-const apiFuncName = 'apiServer'
+// 用户登录的时候返回token
+// let token = jwt.sign({
+//   userInfo: userInfo // 你要保存到token的数据
+// }, publicKey, { expiresIn: '7d' })
 
 export const getCookie = (ctx, next) => {
   const token = jwt.sign({
-    userInfo: 'tommy'
+    userInfo: 'tommy' // 你要保存到token的数据
   }, publicKey, { expiresIn: '7d' })
 
   ctx.body = token
@@ -24,6 +22,9 @@ export const getCookie = (ctx, next) => {
   // }
 }
 
+/**
+ * 检查授权是否合法
+ */
 export const CheckAuth = (ctx, next) => {
   const token = ctx.request.header.authorization
   try {
@@ -37,7 +38,7 @@ export const CheckAuth = (ctx, next) => {
       return {
         status: 403,
         result: {
-          errInfo: 'no auth'
+          errInfo: '没有授权'
         }
       }
     }
@@ -45,7 +46,7 @@ export const CheckAuth = (ctx, next) => {
     return {
       status: 503,
       result: {
-        errInfo: 'decode fail'
+        errInfo: '解密错误'
       }
     }
   }
@@ -59,111 +60,3 @@ export const Post = (ctx, next) => {
       return CheckAuth(ctx).then(result => { ctx.body = result; next() })
   }
 }
-
-export const updateLicense = async (ctx, next) => {
-  function wgetEXEC (url, name) {
-    return new Promise((resolve, reject) => {
-      const subprocess = childProcess.exec('wget ' + url + name + ' -O ' + homedir + '/checkToken')
-      subprocess.stdout.on('data', async (data) => {
-      })
-      // subprocess.stderr.on('data', (error) => {
-      //   // reject(error)
-      //   console.error(`Error ${error}`)
-      // })
-      subprocess.on('close', (code) => {
-        resolve(true)
-        console.log(`wgetEXE process exited with code ${code}`)
-      })
-    })
-  }
-
-  function chmodEXEC () {
-    return new Promise((resolve, reject) => {
-      const subprocess = childProcess.exec('chmod 777 ' + homedir + '/checkToken')
-      subprocess.stdout.on('data', async (data) => {
-      })
-      // subprocess.stderr.on('data', (error) => {
-      //   // reject(error)
-      //   console.error(`Error ${error}`)
-      // })
-      subprocess.on('close', (code) => {
-        resolve(true)
-        console.log(`wgetEXE process exited with code ${code}`)
-        return true
-      })
-    })
-  }
-
-  const mac = await readFile('/sys/class/net/eth0/address')
-  const ret = await axios.post(licenseUrl + '/api/controller/token', {
-    mac_controller: mac.toString().substr(0, 17)
-  })
-  switch (ret.status) {
-    case 200:
-      await writeFile(homedir + '/token.txt', ret.data.token)
-      await writeFile(homedir + '/cute.txt', ret.data.cute)
-      await wgetEXEC(licenseUrl + '/assets/exec/', ret.data.name)
-      await chmodEXEC()
-      ctx.status = 200
-      break
-    case 201:
-      await writeFile(homedir + '/token.txt', ret.data.token)
-      await writeFile(homedir + '/cute.txt', ret.data.cute)
-      await wgetEXEC(licenseUrl + '/assets/exec/', ret.data.name)
-      await chmodEXEC()
-      ctx.status = 200
-      break
-    case 202:
-      await writeFile(homedir + '/token.txt', ret.data.token)
-      await writeFile(homedir + '/cute.txt', ret.data.cute)
-      await wgetEXEC(licenseUrl + '/assets/exec/', ret.data.name)
-      await chmodEXEC()
-      ctx.status = 202
-      break
-    case 203:
-      ctx.status = 203
-      break
-    default:
-      ctx.status = 305
-      break
-  }
-
-  console.log(ret.status, ret.data)
-  // 200 success; 201 doesnt need to update; 202 no license; 203 info fail
-
-  ctx.body = ''
-  next()
-}
-
-export const checkLicense = async (ctx, next) => {
-  const mac = await readFile('/sys/class/net/eth0/address')
-  ctx.body = await runCheckToken(mac.toString().substr(0, 17))
-  next()
-}
-
-export const runCheckToken = async (mac) => {
-  return new Promise((resolve, reject) => {
-    const tokenPath = homedir + '/token.txt'
-    const cutePath = homedir + '/cute.txt'
-    const subprocess = childProcess.exec(homedir + '/./checkToken ' + apiFuncName + ' ' + tokenPath + ' ' + cutePath)
-    let _data = ''
-    subprocess.stdout.on('data', async (data) => {
-      _data += data
-    })
-    subprocess.on('close', (code) => {
-      const pass = crypto.createHmac('sha256', mac).update(apiFuncName + 'pass').digest('hex')
-      const outdated = crypto.createHmac('sha256', mac).update(apiFuncName + 'outdated').digest('hex')
-      switch (_data) {
-        case pass:
-          resolve('pass')
-          break
-        case outdated:
-          resolve('outdated')
-          break
-        default:
-          resolve('fail')
-          break
-      }
-    })
-  })
-}

src/controllers/file/download_functional.py

@@ -0,0 +1,143 @@
+import psycopg2
+import pandas as pd
+import numpy as np
+from os.path import exists
+import sys
+import os
+import time
+
+def log(df, channel):
+    # TODO: not sure need use 32 or 64? => 64, since large integral will cause overflow
+    df[f'{channel}_log'] = np.log10(np.absolute(df[channel]))
+    return df
+def integral(df, x_channel, y_channel, pre_last_x, pre_last_y, integral_result):
+    offset = df[x_channel]
+    offset = offset.shift(periods=1)
+    offset[0] = pre_last_x
+    x_diff = df[x_channel] - offset
+    # x_diff = df[x_channel].astype(np.int64) - offset.astype(np.int64)
+    # print('x_diff\n', x_diff)
+    offset = df[y_channel]
+    offset = offset.shift(periods=1)
+    offset[0] = pre_last_y
+    y_avg = (offset + df[y_channel]) / 2
+    # y_avg = (offset.astype(np.int64) + df[y_channel].astype(np.int64)) / 2
+    # print('y_avg:', y_avg)
+    # print('y_avg: ', y_avg)
+    local_integral = x_diff * y_avg
+    # TODO: if user don't need, then can remove it
+    df[f'{x_channel}_{y_channel}_integral_delta'] = local_integral
+    local_integral[0] += integral_result
+    df[f'{x_channel}_{y_channel}_integral'] = local_integral.cumsum()
+    # print(df)
+    pre_last_x = df[x_channel].iat[-1]
+    pre_last_y = df[y_channel].iat[-1]
+    integral_result = df[f'{x_channel}_{y_channel}_integral'].iat[-1]
+    # print('next run info: ', pre_last_x, pre_last_y, integral_result)
+    return df, pre_last_x, pre_last_y, integral_result
+
+def differential(df, x_channel, y_channel, pre_last_x, pre_last_y):
+    offset = df[x_channel]
+    offset = offset.shift(periods=1)
+    offset[0] = pre_last_x
+    x_diff = df[x_channel] - offset
+    # x_diff = df[x_channel].astype(np.int64) - offset.astype(np.int64)
+    offset = df[y_channel]
+    offset = offset.shift(periods=1)
+    offset[0] = pre_last_y
+    y_diff = df[y_channel] - offset
+    # y_diff = df[y_channel].astype(np.int64) - offset.astype(np.int64)
+    local_diff = y_diff / x_diff
+    # TODO: if user don't need, then can remove it
+    df[f'{x_channel}_{y_channel}_diff'] = local_diff
+    pre_last_x = df[x_channel].iat[-1]
+    pre_last_y = df[y_channel].iat[-1]
+    return df, pre_last_x, pre_last_y
+
+def download(id, mode, x_channel, y_channel):
+    # TODO: can change different chunck size
+    pages_chunck_size = 250
+    sql_total = 0
+    conn_start = time.time()
+    # TODO: need the check port id
+    conn = psycopg2.connect(database="postgres", user="biopro", password="BioProControlBox", host="127.0.0.1", port="54321")
+    print('conn time: ', time.time() - conn_start)
+    cursor = conn.cursor()
+    # recording_data_metas: meta info to get the raw_data table
+    sql_str = f'SELECT "raw_data" FROM "recording_data_metas" WHERE id = {id}'
+    first_sql = time.time()
+    cursor.execute(sql_str)
+    print('first sql time: ', time.time() - first_sql)
+    raw_data_list = None
+    try:
+        raw_data_list = cursor.fetchall()[0][0]
+        channels = list(raw_data_list.keys()) # [0,1,2,3]
+        df_all = pd.DataFrame()
+        # df = pd.DataFrame()
+        df_time = []
+        pre_last_x = 0
+        pre_last_y = 0
+        integral_result = 0
+        print('raw_data_list', raw_data_list)
+        print('channels', channels)
+        for page in range(len(raw_data_list[channels[0]])):
+            df = pd.DataFrame()
+            print(raw_data_list[channels[0]][page])
+            for channel in channels:
+                raw_data_page = raw_data_list[channel][page]
+                sql_str = f'SELECT "data" FROM "{channel}_recording_data_raws" WHERE id = {raw_data_list[channel][page]}'
+                sql_start = time.time()
+                cursor.execute(sql_str)
+                sql_total += (time.time() - sql_start)
+                data_value = cursor.fetchall()[0][0].replace('"***"', ' ').split(' ')
+                if ~('Time' in df.columns):
+                    df['Time'] = data_value[:-1:2]
+                df[channel] = data_value[1:-1:2]
+            # df = df.loc[lambda x: x.index % 2 == 1].reset_index(drop=True)
+            # df.insert(0, 'Time', df_time)
+            # transfer dataframe from string to number
+            cols = df.columns
+            df[cols] = df[cols].apply(pd.to_numeric, errors='coerce') # coerce force non-a-number string be converted to NaN
+            if mode == 'Log':
+                df = log(df, x_channel)
+            elif mode == 'Integral':
+                df, pre_last_x, pre_last_y, integral_result = integral(df, x_channel, y_channel, pre_last_x, pre_last_y, integral_result)
+            elif mode == 'Differential':
+                df, pre_last_x, pre_last_y = differential(df, x_channel, y_channel, pre_last_x, pre_last_y)
+            df_all = pd.concat([df_all, df], ignore_index=True, sort=False)
+            print(df_all)
+            with open(f"../../csv/{id}.csv", mode = 'a') as export_file:
+                df_all.to_csv(export_file, header=(export_file.tell() == 0))
+            df_all = pd.DataFrame()
+        print('total sql: ', sql_total)
+    except BaseException as e:
+        print(e)
+        exit
+    return
+
+if __name__ == '__main__':
+    params = {
+        'id': 0,
+        'mode': 0,
+        'x_channel': 0,
+        'y_channel': 0
+    }
+    for input in sys.argv[1:]: # Now we're going to iterate over argv[1:] (argv[0] is the program name)
+        param = input.split("=") # Get what's left of the '='
+        params[param[0]] = param[1]
+
+    id = params['id']
+    mode = params['mode']
+    x_channel = params['x_channel']
+    y_channel = params['y_channel']
+    # print('download_functional init at main: ', id, mode, x_channel, y_channel)
+    start_time = time.time()
+    # download(id, mode, x_channel, y_channel)
+    download(849, '', '', '')
+      # download(408, '', 'Time', '0')
+    # download(405, 'Integral', 'Time', '0')
+    # download(405, 'Integral', 'Time', '0')
+    # download(408, 'Integral', 'Time', '0')
+    print('total: ', time.time() - start_time)
+    # download(1262, 'differential', '1', '0')
+    # 1262/differential/1/0

src/controllers/file/recording_data_meta.js

@@ -48,6 +48,16 @@ export const getByParent = async (ctx, next) => {
   next()
 }
 
+export const getAttrByParent = async (ctx, next) => {
+  const type = ctx.params.type
+  const parent = ctx.params.parent
+  const attr = ctx.params.attr
+  const result = await recordingDataMeta.getByAttrParent(type, parent, attr)
+  ctx.body = result
+
+  next()
+}
+
 export const getCountByParent = async (ctx, next) => {
   const type = ctx.params.type
   const parent = ctx.params.parent

src/controllers/file/recording_data_mini.js

@@ -61,6 +61,15 @@ export const getByID = async (ctx, next) => {
   next()
 }
 
+export const getExistOrNotByID = async (ctx, next) => {
+  const index = ctx.params.channel
+  const id = ctx.params.id
+  const result = await recordingDataMini.getExistOrNotByID(id, index)
+  ctx.body = result
+
+  next()
+}
+
 export const getByIDs = async (ctx, next) => {
   const index = ctx.params.channel
   const id = ctx.params.id

src/controllers/file/recording_data_raw.js

@@ -1,7 +1,12 @@
 import RecordingDataRaw from '../../models/file/recording_data_raw'
+import RecordingDataMeta from '../../models/file/recording_data_meta'
 import * as auth from '../auth'
+import childProcess from 'child_process'
+import path from 'path'
+import { createReadStream } from 'fs'
 
 const recordingDataRaw = new RecordingDataRaw()
+const recordingDataMeta = new RecordingDataMeta()
 
 export const create = async (ctx, next) => {
   const index = ctx.params.channel
@@ -80,15 +85,6 @@ export const getDataByID = async (ctx, next) => {
   next()
 }
 
-export const getSdDataByID = async (ctx, next) => {
-  const index = ctx.params.channel
-  const id = ctx.params.id
-  const result = await recordingDataRaw.getSdDataByID(id, index)
-  ctx.body = result
-
-  next()
-}
-
 export const getByParent = async (ctx, next) => {
   const index = ctx.params.channel
   const parent = ctx.params.parent
@@ -171,3 +167,37 @@ export const getAll = async (ctx, next) => {
 
   next()
 }
+
+export const getCSV = async (ctx, next) => {
+  const id = ctx.params.id
+  const mode = ctx.params.mode
+  const x_channel = ctx.params.x_channel
+  const y_channel = ctx.params.y_channel
+  // console.log('getCSV: ', id, mode, x_channel, y_channel)
+  // const result = await recordingDataRaw.getCSV(id, mode, x_channel, y_channel)
+  const process = childProcess.spawnSync('python', [
+    path.join(__dirname, '/download_functional.py'),
+    'id=' + id,
+    'mode=' + mode,
+    'x_channel=' + x_channel,
+    'y_channel=' + y_channel,
+  ], { maxBuffer: 2 * 1024 * 1024 * 1024 })
+  // console.log('process: ', process)
+  // process.stdout.on('data', (data) => {
+  //   conosle.log('data', data)
+  // })
+  const result = await recordingDataMeta.getByID(id)
+  // console.log('result: ', result)
+  // console.log('result: ', result[0]['dataValues']['name'])
+  var file_name = id + '.csv'
+  // ctx.body = fs.stdout.toString()
+  // console.log('process.stdout.toString(): ', process.stdout.toString())
+  // console.log('process.stderr.toString(): ', process.stderr.toString())
+  ctx.type = 'stream'
+  ctx.attachment(result[0]['dataValues']['name']+'.csv')
+  ctx.body = createReadStream(path.resolve(__dirname, '../../csv', file_name))
+  // need to remove the csv file after download, since using 'append' for set header one time
+  const fs = require('fs')
+  // fs.unlinkSync(path.resolve(__dirname, '../../csv', file_name))
+  next()
+}

src/controllers/file/sd_card/index.js

@@ -1,195 +0,0 @@
-import RecordingDataMeta from '../../../models/file/recording_data_meta'
-import Controller from '../../../models/product/controller'
-import childProcess from 'child_process'
-import path from 'path'
-import { homedir } from 'os'
-
-const recordingDataMeta = new RecordingDataMeta()
-const controller = new Controller()
-
-const sdPath = [homedir(), 'bioproanalysis', 'sdcard']
-const sdGetPath = [...sdPath, 'neuLiveSD_C', 'sd_list']
-const sdDeletePath = [...sdPath, 'neuLiveSD_C', 'sd_remove']
-const sdUploadPath = [...sdPath, 'sd_download.py']
-
-const getParameter = async (metaID, parameterName) => {
-  const ret = await recordingDataMeta.getByID(metaID)
-  return ret[0].parameter_set[parameterName]
-}
-
-const getPath = async (uuid) => {
-  return getPathByUuid(uuid, getUuidPathArray(await getUuidPathStringPromise()))
-}
-
-const getPathByUuid = (uuid, uuidPathArray) => {
-  for (const uuidPath of uuidPathArray) {
-    if (uuidPath[0] === uuid) {
-      return uuidPath[1]
-    }
-  }
-}
-
-// [uuid1, uuid2, uuid3...]
-const getUuidList = (uuidPathString) => {
-  return uuidPathString.split('\n').map(val => val.split(' ')[0])
-}
-
-// [[uuid1, path1], [uuid2, path2], [uuid3, path3]...]
-const getUuidPathArray = (uuidPathString) => {
-  return uuidPathString.split('\n').map(val => val.split(' '))
-}
-
-// 'uuid1 path1\n uuid2 path2\n uuid3 path3\n....'
-const getUuidPathStringPromise = async () => {
-  return new Promise((resolve, reject) => {
-    const subprocess = childProcess.spawn(path.join(...sdGetPath))
-
-    let dataString = ''
-    subprocess.stdout.on('data', async (data) => {
-      dataString += data.toString()
-    })
-
-    subprocess.stderr.on('data', (error) => {
-      console.error(`Error ${error}`)
-      reject(error)
-    })
-
-    subprocess.on('close', (code) => {
-      console.log(`sdcard get process exited with code ${code}`)
-      resolve(dataString)
-    })
-  })
-}
-
-function uploadPromise (uuidPath, uuid, ampGain) {
-  return new Promise((resolve, reject) => {
-    const subprocess = childProcess.spawn('python3', [
-      path.join(...sdUploadPath),
-      uuidPath,
-      uuid,
-      ampGain
-    ])
-
-    let dataString = ''
-
-    subprocess.stdout.on('data', async (data) => {
-      dataString += data.toString()
-      console.log('upload', dataString)
-    })
-
-    subprocess.stderr.on('data', (error) => {
-      reject(error)
-      console.error(`Error ${error}`)
-    })
-
-    subprocess.on('close', (code) => {
-      console.log(`sd card upload process exited with code ${code}`)
-      resolve(dataString)
-    })
-  })
-}
-
-function deletePromise (uuidPath) {
-  return new Promise((resolve, reject) => {
-    const subprocess = childProcess.spawn(
-      path.join(...sdDeletePath),
-      [uuidPath, 120]
-    )
-    let dataString = ''
-    subprocess.stdout.on('data', async (data) => {
-      dataString += data.toString()
-    })
-
-    subprocess.stderr.on('data', (error) => {
-      console.error(`Error ${error}`)
-      reject(error)
-    })
-
-    subprocess.on('close', (code) => {
-      console.log(`grep process exited with code ${code}`)
-      resolve(dataString)
-    })
-  })
-}
-
-export const exist = async (ctx, next) => {
-  const request = ctx.request.body
-  // const controllerID =  request.controllerID
-  const uuid = request.uuid
-  const path = await getPath(uuid)
-  let result
-  (path !== undefined) ? result = true : result = false
-
-  ctx.body = result
-
-  next()
-}
-
-export const uploadThenDelete = async (ctx, next) => {
-  const request = ctx.request.body
-  const controllerID = request.controllerID
-  const metaID = request.metaID
-  const uuid = request.uuid
-  const uuidPath = await getPath(uuid)
-  const ampGain = await getParameter(metaID, 'AMP_GAIN')
-
-  // timeout defualt 120s to no-limit
-  ctx.req.setTimeout(0)
-
-  // controller column sd_uploading update
-  await controller.update({
-    sd_uploading: true
-  }, controllerID)
-
-  const uploadResult = await uploadPromise(uuidPath, uuid, ampGain)
-
-  if (uploadResult === 'true') {
-    // meta sd_card_uploaded true
-    await recordingDataMeta.update({
-      sd_data_uploaded: true
-    }, metaID)
-    await deletePromise(uuidPath)
-  }
-
-  // controller column sd_uploading close
-  await controller.update({
-    sd_uploading: false
-  }, controllerID)
-
-  ctx.body = uploadResult
-  next()
-}
-
-export const getFileList = async (ctx, next) => {
-  const result = await getUuidPathStringPromise()
-  const uuidList = getUuidList(result)
-
-  ctx.body = uuidList
-  next()
-}
-
-// export const deleted = async (ctx, next) => {
-//   const request = ctx.request.body
-//   const controllerID = request.controllerID
-//   const uuid = request.uuid
-//   const uuidPath = await getPath(uuid)
-
-//   // timeout defualt 120s to no-limit
-//   ctx.req.setTimeout(0)
-
-//   // controller column sd_uploading update
-//   await controller.update({
-//     sd_uploading: true
-//   }, controllerID)
-
-//   const result = await deletePromise(uuidPath)
-
-//   // controller column sd_uploading close
-//   await controller.update({
-//     sd_uploading: false
-//   }, controllerID)
-
-//   ctx.body = result
-
-//   next()
-// }

src/controllers/file/test.txt

@@ -0,0 +1,60 @@
+          time       0        1        2  3  time_0_integral
+0            0  -73922  -836265  -848970  0     0.000000e+00
+1        10500  -84368  -834380  -848548  0    -8.310225e+08
+2        21000  -84389  -834380  -848126  0    -1.716997e+09
+3        31500  -84332  -835637  -847704  0    -2.602782e+09
+4        42500  -84166  -835637  -847283  0    -3.529521e+09
+...        ...     ...      ...      ... ..              ...
+1462  15390500  -45761  -449806  -466674  0    -9.716838e+11
+1463  15401000  -45833  -449806  -466445  0    -9.721646e+11
+1464  15411500  -45790  -451063  -466216  0    -9.726457e+11
+1465  15422500  -45638  -449806  -465988  0    -9.731485e+11
+1466  15432500  -45674  -449806  -465759  0    -9.736051e+11
+
+[1467 rows x 6 columns]
+next run info:  15432500 -45674 -973605066500.0
+          time       0        1        2  3  time_0_integral
+0     15443000  -45689  -448549  -465531  0    -9.740847e+11
+1     15453500  -45689  -448549  -465531  0    -9.745645e+11
+2     15464000  -45631  -449178  -465303  0    -9.750439e+11
+3     15474500  -45581  -447921  -465075  0    -9.755227e+11
+4     15485500  -45646  -447921  -464847  0    -9.760245e+11
+...        ...     ...      ...      ... ..              ...
+1443  30720000  -24971  -248122  -259749  0    -1.497382e+12
+1444  30730500  -24920  -247950  -259624  0    -1.497644e+12
+1445  30741000  -24920  -248381  -259624  0    -1.497905e+12
+1446  30751500  -24791  -248036  -259500  0    -1.498166e+12
+1447  30762000  -24856  -247346  -259376  0    -1.498427e+12
+
+[1448 rows x 6 columns]
+next run info:  30762000 -24856 -1498426872750.0
+          time       0        1        2  3  time_0_integral
+0     30772500  -24913  -247669  -259251  0    -1.498688e+12
+1     30783000  -24848  -247669  -259127  0    -1.498949e+12
+2     30794000  -24805  -247669  -259003  0    -1.499222e+12
+3     30804000  -24805  -247454  -259003  0    -1.499471e+12
+4     30814500  -24870  -247238  -258879  0    -1.499731e+12
+...        ...     ...      ...      ... ..              ...
+1456  46091500  -13496  -134943  -147002  0    -1.783935e+12
+1457  46102000  -13510  -134921  -146934  0    -1.784077e+12
+1458  46112500  -13510  -134123  -146934  0    -1.784219e+12
+1459  46123000  -13597  -134339  -146866  0    -1.784361e+12
+1460  46134000  -13525  -134598  -146799  0    -1.784510e+12
+
+[1461 rows x 6 columns]
+next run info:  46134000 -13525 -1784510350500.0
+         time       0        1        2  3  time_0_integral
+0    46144500  -13366  -134210  -146732  0    -1.784652e+12
+1    46154500  -13460  -134210  -146665  0    -1.784786e+12
+2    46165500  -13503  -134016  -146597  0    -1.784934e+12
+3    46176000  -13503  -134102  -146597  0    -1.785076e+12
+4    46186500  -13431  -134167  -146530  0    -1.785217e+12
+..        ...     ...      ...      ... ..              ...
+583  52277500  -10487  -105193  -117883  0    -1.858083e+12
+584  52288000  -10573  -105042  -117830  0    -1.858194e+12
+585  52298500  -10595  -105106  -117778  0    -1.858305e+12
+586  52309000  -10494  -105085  -117725  0    -1.858415e+12
+587  52319500  -10523  -105085  -117672  0    -1.858526e+12
+
+[588 rows x 6 columns]
+next run info:  52319500 -10523 -1858525771000.0

src/controllers/file/trigger/index.js

@@ -1,28 +0,0 @@
-import RecordingMeta from '../../../models/file/bps_recording_meta'
-import TriggerRaw from '../../../models/file/bps_trigger_raw'
-
-const recordingMeta = new RecordingMeta()
-const triggerRaw = new TriggerRaw()
-
-export const getMetaByUUID = async (ctx, next) => {
-  const uuid = ctx.params.uuid
-  const result = await recordingMeta.getMetaByUUID(uuid)
-  ctx.body = result
-
-  next()
-}
-
-export const getMetaAll = async (ctx, next) => {
-  const result = await recordingMeta.getMetaAll()
-  ctx.body = result
-
-  next()
-}
-
-export const getTriggerRawByUUID = async (ctx, next) => {
-  const parent_uuid = ctx.params.parent_uuid
-  const result = await triggerRaw.getDataByUUID(parent_uuid)
-  ctx.body = result
-
-  next()
-}

src/controllers/index.js

@@ -9,8 +9,7 @@ import * as recordingDataMeta from './file/recording_data_meta'
 import * as recordingDataRaw from './file/recording_data_raw'
 import * as recordingDataMini from './file/recording_data_mini'
 import * as analysis from './analysis'
-import * as sdCard from './file/sd_card'
+import * as project from './project/project'
-import * as trigger from './file/trigger'
 
 export default {
   upload,
@@ -24,6 +23,5 @@ export default {
   recordingDataRaw,
   recordingDataMini,
   analysis,
-  sdCard,
+  project
-  trigger,
 }

src/controllers/product/controller.js

@@ -19,6 +19,15 @@ export const update = async (ctx, next) => {
   next()
 }
 
+export const updateByID = async (ctx, next) => {
+  const data = ctx.request.body
+  const id = ctx.params.id
+  const result = await controller.updateByID(data, id)
+  ctx.body = result
+
+  next()
+}
+
 export const updateByAttr = async (ctx, next) => {
   const data = ctx.request.body
   const attr = ctx.params.attr
@@ -36,14 +45,6 @@ export const clearDeleted = async (ctx, next) => {
   next()
 }
 
-export const getByName = async (ctx, next) => {
-  const name = ctx.params.name
-  const result = await controller.getByName(name)
-  ctx.body = result
-
-  next()
-}
-
 export const getByMac = async (ctx, next) => {
   const mac = ctx.params.mac
   const result = await controller.getByMac(mac)
@@ -52,14 +53,6 @@ export const getByMac = async (ctx, next) => {
   next()
 }
 
-export const getByMqttId = async (ctx, next) => {
-  const mqttId = ctx.params.mqtt_id
-  const result = await controller.getByMqttId(mqttId)
-  ctx.body = result
-
-  next()
-}
-
 export const getByAttr = async (ctx, next) => {
   const attr = ctx.params.attr
   const value = ctx.params.value

src/controllers/product/device.js

@@ -11,9 +11,17 @@ export const create = async (ctx, next) => {
 }
 
 export const update = async (ctx, next) => {
+  const data = ctx.request.body
+  const result = await device.update(data)
+  ctx.body = result
+
+  next()
+}
+
+export const updateByID = async (ctx, next) => {
   const data = ctx.request.body
   const id = ctx.params.id
-  const result = await device.update(data, id)
+  const result = await device.updateByID(data, id)
   ctx.body = result
 
   next()

src/controllers/project/project.js

@@ -0,0 +1,62 @@
+import ProjectModal from '../../models/project/project'
+
+const project = new ProjectModal()
+
+export const create = async (ctx, next) => {
+  const data = ctx.request.body
+  console.log('create', data)
+  const result = await project.create(data)
+  ctx.body = result
+
+  next()
+}
+
+export const update = async (ctx, next) => {
+  const data = ctx.request.body
+  const id = ctx.params.id
+  const result = await project.update(data, id)
+  ctx.body = result
+
+  next()
+}
+
+export const updateByAttr = async (ctx, next) => {
+  const attr = ctx.params.attr
+  const value = ctx.params.value
+  const result = await project.updateByAttr(attr, value)
+  ctx.body = result
+
+  next()
+}
+
+export const clearDeleted = async (ctx, next) => {
+  const result = await project.clearDeleted()
+  ctx.body = result
+
+  next()
+}
+
+export const getByID = async (ctx, next) => {
+  const index = ctx.params.channel
+  const id = ctx.params.id
+  const result = await project.getByID(id, index)
+  ctx.body = result
+
+  next()
+}
+
+export const getByAttr = async (ctx, next) => {
+  const attr = ctx.params.attr
+  const value = ctx.params.value
+  const result = await project.getByAttr(attr, value)
+  ctx.body = result
+
+  next()
+}
+
+export const getAll = async (ctx, next) => {
+  const result = await project.getAll()
+  ctx.body = result
+
+  next()
+}

src/db/database.js

@@ -27,21 +27,20 @@ db.controllers = require('./schema/controller.model')(sequelize, Sequelize)
 db.tasks = require('./schema/task.model')(sequelize, Sequelize)
 db.devices = require('./schema/device.model')(sequelize, Sequelize)
 db.collections = require('./schema/collection.model')(sequelize, Sequelize)
+db.projects = require('./schema/project.model')(sequelize, Sequelize)
 db.recording_data_metas = require('./schema/recording_data_meta.model')(sequelize, Sequelize)
-for (let i = 0; i < 64; i++) {
+for (let i = 0; i < 32; i++) {
   db[i + '_recording_data_raws'] = require('./schema/recording_data_raw.model')(sequelize, Sequelize, i)
 }
-for (let i = 0; i < 64; i++) {
+for (let i = 0; i < 32; i++) {
   db[i + '_recording_data_minis'] = require('./schema/recording_data_mini.model')(sequelize, Sequelize, i)
 }
-for (let i = 256; i < 288; i++) {
+// for (let i = 256; i < 288; i++) {
-  db[i + '_recording_data_raws'] = require('./schema/recording_data_raw.model')(sequelize, Sequelize, i)
+//   db[i + '_recording_data_raws'] = require('./schema/recording_data_raw.model')(sequelize, Sequelize, i)
-}
+// }
-for (let i = 256; i < 288; i++) {
+// for (let i = 256; i < 288; i++) {
-  db[i + '_recording_data_minis'] = require('./schema/recording_data_mini.model')(sequelize, Sequelize, i)
+//   db[i + '_recording_data_minis'] = require('./schema/recording_data_mini.model')(sequelize, Sequelize, i)
-}
+// }
-db.recording_meta = require('./schema/bps_recording_meta.model')(sequelize, Sequelize)
-db.trigger_raw = require('./schema/bps_trigger_raw.model')(sequelize, Sequelize)
 
 db.sequelize.sync()
 

src/db/schema/bps_recording_meta.model.js

@@ -1,67 +0,0 @@
-
-module.exports = (sequelize, Sequelize) => {
-  const RecordingMeta = sequelize.define('bps_recording_meta', {
-    uuid: {
-      type: Sequelize.STRING,
-      defaultValue: '',
-      primaryKey: true
-    },
-    name: {
-      type: Sequelize.STRING
-    },
-    folder_id: {
-      type: Sequelize.INTEGER,
-      defaultValue: -1
-    },
-    task_uuid: {
-      type: Sequelize.STRING,
-      defaultValue: ''
-    },
-    device: {
-      type: Sequelize.JSONB,
-      defaultValue: {}
-    },
-    description: {
-      type: Sequelize.STRING,
-      defaultValue: ''
-    },
-    size: {
-      type: Sequelize.INTEGER,
-      defaultValue: -1
-    },
-    time_duration: {
-      type: Sequelize.STRING,
-      defaultValue: '0'
-    },
-    start_time: {
-      type: Sequelize.STRING,
-      defaultValue: '-1'
-    },
-    end_time: {
-      type: Sequelize.STRING,
-      defaultValue: '-1'
-    },
-    deleted: {
-      type: Sequelize.BOOLEAN,
-      defaultValue: false
-    },
-    tag: {
-      type: Sequelize.STRING,
-      defaultValue: '-1'
-    },
-    parameter_set: {
-      type: Sequelize.JSONB,
-      defaultValue: {}
-    },
-    create_date: {
-      type: Sequelize.DATE,
-      defaultValue: Sequelize.literal('CURRENT_TIMESTAMP')
-    },
-  },
-  {
-    timestamps: false
-  }
-  )
-
-  return RecordingMeta
-}

src/db/schema/bps_trigger_raw.model.js

@@ -1,30 +0,0 @@
-module.exports = (sequelize, Sequelize) => {
-  const TriigerDataRaw = sequelize.define('bps_trigger_raw', {
-    channel: {
-      type: Sequelize.INTEGER,
-      defaultValue: -1
-    },
-    parent_uuid: {
-      type: Sequelize.STRING,
-      defaultValue: ''
-    },
-    data: {
-      type: Sequelize.TEXT,
-      defaultValue: ''
-    },
-    start_time: {
-      type: Sequelize.STRING,
-      defaultValue: '-1'
-    },
-    end_time: {
-      type: Sequelize.STRING,
-      defaultValue: '-1'
-    },
-  },
-  {
-    freezeTableName: true
-  }
-  )
-
-  return TriigerDataRaw
-}

src/db/schema/controller.model.js

@@ -104,10 +104,6 @@ module.exports = (sequelize, Sequelize) => {
       type: Sequelize.STRING,
       defaultValue: ''
     },
-    sd_uploading: {
-      type: Sequelize.BOOLEAN,
-      defaultValue: false
-    },
     deleted: {
       type: Sequelize.BOOLEAN,
       defaultValue: false

src/db/schema/project.model.js

@@ -0,0 +1,47 @@
+module.exports = (sequelize, Sequelize) => {
+  const Project = sequelize.define('project', {
+    name: {
+      type: Sequelize.STRING
+    },
+    desc: {
+      type: Sequelize.STRING
+    },
+    task: {
+      type: Sequelize.JSONB,
+      defaultValue: {}
+    },
+    device: {
+      type: Sequelize.JSONB,
+      defaultValue: {}
+    },
+    uuid: {
+      type: Sequelize.STRING,
+      defaultValue: ''
+    },
+    user_auth: {
+      type: Sequelize.JSONB,
+      defaultValue: {
+        owner: [],
+        maintainer: [],
+        guest: []
+      }
+    },
+    deleted: {
+      type: Sequelize.BOOLEAN,
+      defaultValue: false
+    },
+    created_at: {
+      type: Sequelize.DATE,
+      defaultValue: Sequelize.literal('CURRENT_TIMESTAMP')
+    },
+    updated_at: {
+      type: Sequelize.DATE,
+      defaultValue: Sequelize.literal('CURRENT_TIMESTAMP')
+    }
+  },
+  {
+    timestamps: false
+  })
+
+  return Project
+}

src/db/schema/recording_data_meta.model.js

@@ -25,10 +25,6 @@ module.exports = (sequelize, Sequelize) => {
       type: Sequelize.STRING,
       defaultValue: '-1'
     },
-    start_time_abs: {
-      type: Sequelize.STRING,
-      defaultValue: '0'
-    },
     time_duration: {
       type: Sequelize.STRING,
       defaultValue: '0'
@@ -77,14 +73,6 @@ module.exports = (sequelize, Sequelize) => {
       type: Sequelize.TEXT,
       defaultValue: ''
     },
-    sd_data_record: {
-      type: Sequelize.BOOLEAN,
-      defaultValue: true
-    },
-    sd_data_uploaded: {
-      type: Sequelize.BOOLEAN,
-      defaultValue: false
-    },
     deleted: {
       type: Sequelize.BOOLEAN,
       defaultValue: false

src/db/schema/recording_data_raw.model.js

@@ -43,10 +43,6 @@ module.exports = (sequelize, Sequelize, i) => {
       type: Sequelize.TEXT,
       defaultValue: ''
     },
-    sd_data: {
-      type: Sequelize.TEXT,
-      defaultValue: ''
-    },
     compressed: {
       type: Sequelize.BOOLEAN,
       defaultValue: false

src/models/file/bps_recording_meta.js

@@ -1,28 +0,0 @@
-
-const db = require('../../db/database')
-
-const Op = db.Sequelize.Op
-
-class RecordingMeta {
-  async getMetaByUUID (uuid) {
-    const ret = await db.recording_meta.findAll(
-      {
-        where: {
-          uuid: uuid
-        }
-      }
-    )
-    return ret
-  }
-
-  async getMetaAll () {
-    const ret = await db.recording_meta.findAll({
-      order: [
-        ['start_time', 'DESC']
-      ]
-    })
-    return ret
-  }
-}
-
-export default RecordingMeta

src/models/file/bps_trigger_raw.js

@@ -1,37 +0,0 @@
-const db = require('../../db/database')
-const { Transform } = require("stream")
-
-class TriggerRaw {
-  async getDataByUUID (parent_uuid) {
-    const ret = await db.trigger_raw.findAllWithStream(
-      {
-        where: {
-          parent_uuid: parent_uuid
-        },
-        attributes: [
-          'data'
-        ],
-      }
-    )
-    
-    const transformer = new Transform({
-      transform(chunk, encoding, callback) {
-        const chunkDataStr = chunk.toString('utf8')
-        // replace: ref https://dmitripavlutin.com/replace-all-string-occurrences-javascript/#2-replace-with-a-global-regular-expression
-        // slice: remove last ','
-        const transformDataArr = JSON.parse(chunkDataStr)[0].data.replace(/[@#$]/g, '').slice(0, -1).split(',')
-        const step = 3
-        let transformData = ''
-        for (let startPos = 0; startPos < transformDataArr.length; startPos += step) {
-          // array chunking algo. comparison: https://www.better.dev/javascript-algorithms-array-chunking
-          transformData += transformDataArr.slice(startPos, startPos + step).join() + '\n' // join: https://developer.mozilla.org/zh-TW/docs/Web/JavaScript/Reference/Global_Objects/Array/join
-        }
-        callback(null, transformData)
-      },
-    })
-    
-    return ret.pipe(transformer)
-  }
-}
-
-export default TriggerRaw

src/models/file/recording_data_meta.js

@@ -98,7 +98,28 @@ class RecordingDataMeta {
     return ret
   }
 
-  async getCountByParent (type, parent) {
+  async getByAttrParent(type, parent, attr) {
+    const attrList = attr.split('-')
+    const collectionType = type + '::jsonb'
+    const parentOp = {}
+    parentOp[collectionType] = {
+      [Op.contains]: '[' + parent + ']'
+    }
+    const ret = await db.recording_data_metas.findAll(
+      {
+        where: {
+          parent: parentOp
+        },
+        attributes: attrList,
+        order: [
+          ['id', 'DESC']
+        ],
+      }
+    )
+    return ret
+  }
+
+  async getCountByParent(type, parent) {
     const collectionType = type + '::jsonb'
     const parentOp = {}
     parentOp[collectionType] = {

src/models/file/recording_data_mini.js

@@ -31,11 +31,11 @@ class RecordingDataMini {
     return ret
   }
 
-  async clearDeleted (index) {
+  async clearDeleted (index, where = { deleted: true }) {
     const ret = await db[index + '_recording_data_minis'].destroy(
       {
         where: {
-          deleted: true
+          ...where
         }
       }
     )
@@ -69,6 +69,17 @@ class RecordingDataMini {
     return ret
   }
 
+  async getExistOrNotByID (id, index) {
+    const ret = await db[index + '_recording_data_minis'].findOne(
+      {
+        where: {
+          id: id
+        }
+      }
+    ).then(token => !(token.data_mean === ''))
+    return ret
+  }
+
   async getByIDs (id, index) {
     const _id = JSON.parse('[' + id + ']')
     const ret = await db[index + '_recording_data_minis'].findAllWithStream(

src/models/file/recording_data_raw.js

@@ -37,11 +37,11 @@ class RecordingDataRaw {
     return ret
   }
 
-  async clearDeleted (index) {
+  async clearDeleted (index, where = { deleted: true }) {
     const ret = await db[index + '_recording_data_raws'].destroy(
       {
         where: {
-          deleted: true
+          ...where
         }
       }
     )
@@ -103,22 +103,6 @@ class RecordingDataRaw {
     return ret
   }
 
-  async getSdDataByID (id, index) {
-    const ret = await db[index + '_recording_data_raws'].findAllWithStream(
-      {
-        batchSize: 1000,
-        where: {
-          id: id
-        },
-        attributes: [
-          'sd_data'
-        ]
-      }
-    )
-    return ret
-  }
-
-
   async getByAttrID (id, attr, index) {
     const attrList = attr.split('-')
     const ret = await db[index + '_recording_data_raws'].findAll(

src/models/product/controller.js

@@ -31,6 +31,19 @@ class ControllerModel {
     }
   }
 
+  async updateByID (req, id) {
+    req.updated_at = db.Sequelize.literal('CURRENT_TIMESTAMP')
+    const ret = await db.controllers.update(
+      req,
+      {
+        where: {
+          id: id
+        }
+      }
+    )
+    return ret
+  }
+
   async updateByAttr (req, attr, value) {
     const whereObj = {}
     const attrList = attr.split('-')
@@ -92,17 +105,6 @@ class ControllerModel {
     return ret
   }
 
-  async getByMqttId (mqttId) {
-    const ret = await db.controllers.findAll(
-      {
-        where: {
-          mqtt_id: mqttId
-        }
-      }
-    )
-    return ret
-  }
-
   async getByAttr (attr, value) {
     const whereObj = {}
     const attrList = attr.split('-')

src/models/product/device.js

@@ -35,6 +35,19 @@ class DeviceModel {
     }
   }
 
+  async updateByID (req, id) {
+    req.updated_at = db.Sequelize.literal('CURRENT_TIMESTAMP')
+    const ret = await db.devices.update(
+      req,
+      {
+        where: {
+          id: id
+        }
+      }
+    )
+    return ret
+  }
+
   async updateByMac (req, mac) {
     req.updated_at = db.Sequelize.literal('CURRENT_TIMESTAMP')
     const ret = await db.devices.update(

src/models/project/project.js

@@ -0,0 +1,97 @@
+const db = require('../../db/database')
+
+// const Op = db.Sequelize.Op
+
+class ProjectModal {
+  async create (req) {
+    return db.projects.create(req)
+  }
+
+  async update (req, id) {
+    if (id != null) {
+      const ret = await db.projects.update(
+        req,
+        {
+          where: {
+            id: id
+          }
+        }
+      )
+      return ret
+    } else {
+      const ret = await db.projects.update(
+        req,
+        {
+          where: {}
+        }
+      )
+      return ret
+    }
+  }
+
+  async updateByAttr (req, attr, value) {
+    const whereObj = {}
+    const attrList = attr.split('-')
+    const valueList = value.split('-')
+    attrList.forEach((key, idx) => {
+      whereObj[key] = valueList[idx]
+    })
+
+    const ret = await db.projects.update(
+      req,
+      {
+        where: whereObj
+      }
+    )
+    return ret
+  }
+
+  async clearDeleted () {
+    const ret = await db.projects.destroy(
+      {
+        where: {
+          deleted: true
+        }
+      }
+    )
+    return ret
+  }
+
+  async getByID (id) {
+    const ret = await db.projects.findAll(
+      {
+        where: {
+          id: id
+        }
+      }
+    )
+    return ret
+  }
+
+  async getByAttr (attr, value) {
+    const attrList = attr.split('-')
+    const valueList = value.split('-')
+    const whereObj = {}
+    attrList.forEach((key, idx) => {
+      whereObj[key] = valueList[idx]
+    })
+
+    const ret = await db.projects.findAll(
+      {
+        where: whereObj
+      }
+    )
+    return ret
+  }
+
+  async getAll () {
+    const ret = await db.projects.findAll({
+      order: [
+        ['created_at', 'ASC']
+      ]
+    })
+    return ret
+  }
+}
+
+export default ProjectModal

src/routes/api/analysis.js

@@ -1,11 +0,0 @@
-import controllers from '../../controllers'
-
-// '/api/analysis'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/analysis'
-  return [
-    ['POST', prefix + '/spike_detect', controllers.analysis.spikeDetect],
-    ['POST', prefix + '/iir_filter', controllers.analysis.IIRFliter]
-  ]
-}

src/routes/api/controller.js

@@ -1,17 +0,0 @@
-import controllers from '../../controllers'
-
-// '/api/controller'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/controller'
-  return [
-    ['POST', prefix + '/create', controllers.controller.create],
-    ['POST', prefix + '/update/:id', controllers.controller.update],
-    ['POST', prefix + '/update_by_attr/:attr/:value', controllers.controller.updateByAttr],
-    ['GET', prefix + '/get_by_name/:name', controllers.controller.getByName],
-    ['GET', prefix + '/get_by_mqtt_id/:mqtt_id', controllers.controller.getByMqttId],
-    ['GET', prefix + '/get_by_mac/:mac', controllers.controller.getByMac],
-    ['GET', prefix + '/get_by_attr/:attr/:value', controllers.controller.getByAttr],
-    ['GET', prefix + '/get/all', controllers.controller.getAll]
-  ]
-}

src/routes/api/device.js

@@ -1,17 +0,0 @@
-import controllers from '../../controllers'
-
-// '/api/device'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/device'
-  return [
-    ['POST', prefix + '/create', controllers.device.create],
-    ['POST', prefix + '/update/:id', controllers.device.update],
-    ['POST', prefix + '/update_by_mac/:mac', controllers.device.updateByMac],
-    ['POST', prefix + '/update_by_attr/:attr/:value', controllers.device.updateByAttr],
-    ['GET', prefix + '/clear_deleted/:id', controllers.device.clearDeleted],
-    ['GET', prefix + '/get_by_mac/:mac', controllers.device.getByMac],
-    ['GET', prefix + '/get_by_attr/:attr/:value', controllers.device.getByAttr],
-    ['GET', prefix + '/get/all', controllers.device.getAll]
-  ]
-}

src/routes/api/file/collection.js

@@ -1,20 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/collection'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/collection'
-  return [
-    ['POST', prefix + '/create', controllers.collection.create],
-    ['POST', prefix + '/update/:id', controllers.collection.update],
-    ['GET', prefix + '/clear_deleted/:controller_id', controllers.collection.clearDeleted],
-    ['GET', prefix + '/get_by_id/:id', controllers.collection.getByID],
-    ['GET', prefix + '/get_by_name/:name/:controller_id', controllers.collection.getByName],
-    ['GET', prefix + '/get_by_parent/:type/:parent', controllers.collection.getByParent],
-    ['GET', prefix + '/get_by_parent_name/:type/:parent/:name', controllers.collection.getByParentName],
-    ['GET', prefix + '/get/all/:controller_id', controllers.collection.getAll],
-    ['GET', prefix + '/get_by_name/:name', controllers.collection.getByName],
-    ['GET', prefix + '/get/all', controllers.collection.getAll],
-    ['GET', prefix + '/clear_deleted', controllers.collection.clearDeleted]
-  ]
-}

src/routes/api/file/index.js

@@ -1,18 +0,0 @@
-import collection from './collection'
-import meta from './meta'
-import mini from './mini'
-import raw from './raw'
-import sdcard from './sdcard'
-import trigger from './trigger'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/file'
-  return [
-    ...collection(prefix),
-    ...meta(prefix),
-    ...mini(prefix),
-    ...raw(prefix),
-    ...sdcard(prefix),
-    ...trigger(prefix)
-  ]
-}

src/routes/api/file/meta.js

@@ -1,22 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/meta'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/meta'
-  return [
-    ['POST', prefix + '/create', controllers.recordingDataMeta.create],
-    ['POST', prefix + '/update/:id', controllers.recordingDataMeta.update],
-    ['GET', prefix + '/clear_deleted/', controllers.recordingDataMeta.clearDeleted],
-    ['GET', prefix + '/get_by_name/:name', controllers.recordingDataMeta.getByName],
-    ['GET', prefix + '/get_by_uuid/:uuid', controllers.recordingDataMeta.getByUUID],
-    ['GET', prefix + '/get_by_id/:id', controllers.recordingDataMeta.getByID],
-    ['GET', prefix + '/get_by_path/:path', controllers.recordingDataMeta.getByPath],
-    ['GET', prefix + '/get_by_parent/:type/:parent', controllers.recordingDataMeta.getByParent],
-    ['GET', prefix + '/get_count_by_parent/:type/:parent', controllers.recordingDataMeta.getCountByParent],
-    ['GET', prefix + '/get_by_parent_with_limit/:type/:parent/:limit/:offset/:order', controllers.recordingDataMeta.getByParentWithLimit],
-    ['GET', prefix + '/get_by_attr_parent_with_limit/:type/:parent/:limit/:offset/:order/:attr', controllers.recordingDataMeta.getByAttrsParentWithLimit],
-    ['GET', prefix + '/get_or_create_by_path/:path', controllers.recordingDataMeta.getOrCreateByPath],
-    ['GET', prefix + '/get/all', controllers.recordingDataMeta.getAll]
-  ]
-}

src/routes/api/file/mini.js

@@ -1,18 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/mini'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/mini'
-  return [
-    ['POST', prefix + '/create/:channel', controllers.recordingDataMini.create],
-    ['POST', prefix + '/update/:channel/:id', controllers.recordingDataMini.update],
-    ['GET', prefix + '/clear_deleted/:channel/:id', controllers.recordingDataMini.clearDeleted],
-    ['GET', prefix + '/get_by_id/:channel/:id', controllers.recordingDataMini.getByID],
-    ['GET', prefix + '/get_by_parent/:channel/:parent', controllers.recordingDataMini.getByParent],
-    ['GET', prefix + '/get_attr_by_id/:channel/:id/:attr', controllers.recordingDataMini.getAttrByID],
-    ['GET', prefix + '/get_attr_by_parent/:channel/:parent/:attr', controllers.recordingDataMini.getAttrByParent],
-    ['GET', prefix + '/random/get_by_id/:channel/:id', controllers.recordingDataMini.getRandomDataByID],
-    ['GET', prefix + '/mean/get_by_id/:channel/:id', controllers.recordingDataMini.getMeanDataByID]
-  ]
-}

src/routes/api/file/raw.js

@@ -1,21 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/raw'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/raw'
-  return [
-    ['POST', prefix + '/create/:channel', controllers.recordingDataRaw.create],
-    ['POST', prefix + '/update/:channel/:id', controllers.recordingDataRaw.update],
-    ['POST', prefix + '/update_sd_data/:channel/:id', controllers.recordingDataRaw.updateSdData],
-    ['GET', prefix + '/clear_deleted/:channel/:id', controllers.recordingDataRaw.clearDeleted],
-    ['GET', prefix + '/get_by_id/:channel/:id', controllers.recordingDataRaw.getByID],
-    ['GET', prefix + '/get_by_ids/:channel/:id', controllers.recordingDataRaw.getByIDs],
-    ['GET', prefix + '/get_data_by_id/:channel/:id', controllers.recordingDataRaw.getDataByID],
-    ['GET', prefix + '/get_sd_data_by_id/:channel/:id', controllers.recordingDataRaw.getSdDataByID],
-    ['GET', prefix + '/get_by_parent/:channel/:parent', controllers.recordingDataRaw.getByParent],
-    ['GET', prefix + '/get_attr_by_id/:channel/:id/:attr', controllers.recordingDataRaw.getAttrByID],
-    ['GET', prefix + '/get_attr_by_ids/:channel/:id/:attr', controllers.recordingDataRaw.getAttrByIDs],
-    ['GET', prefix + '/get_attr_by_parent/:channel/:parent/:attr', controllers.recordingDataRaw.getAttrByParent]
-  ]
-}

src/routes/api/file/sdcard.js

@@ -1,13 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/sdcard'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/sdcard'
-  return [
-    ['GET', prefix + '/get', controllers.sdCard.getFileList],
-    ['POST', prefix + '/exist', controllers.sdCard.exist],
-    ['POST', prefix + '/upload', controllers.sdCard.uploadThenDelete],
-    // ['POST', prefix + '/delete', controllers.sdCard.deleted]
-  ]
-}

src/routes/api/file/trigger.js

@@ -1,12 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/file/trigger'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/trigger'
-  return [
-    ['GET', prefix + '/get_meta_by_uuid/:uuid', controllers.trigger.getMetaByUUID],
-    ['GET', prefix + '/get/all', controllers.trigger.getMetaAll],
-    ['GET', prefix + '/get_raw_by_uuid/:parent_uuid', controllers.trigger.getTriggerRawByUUID],
-  ]
-}

src/routes/api/index.js

@@ -1,17 +0,0 @@
-import file from './file'
-import project from './project'
-import device from './device'
-import controller from './controller'
-import analysis from './analysis'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/api'
-
-  return [
-    ...file(prefix),
-    ...project(prefix),
-    ...device(prefix),
-    ...controller(prefix),
-    ...analysis(prefix)
-  ]
-}

src/routes/api/project/index.js

@@ -1,8 +0,0 @@
-import task from './task'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/project'
-  return [
-    ...task(prefix)
-  ]
-}

src/routes/api/project/task.js

@@ -1,15 +0,0 @@
-import controllers from '../../../controllers'
-
-// '/api/task'
-
-export default function (_prefix) {
-  const prefix = _prefix + '/task'
-  return [
-    ['POST', prefix + '/create', controllers.task.create],
-    ['POST', prefix + '/update/:id', controllers.task.update],
-    ['POST', prefix + '/update_by_attr/:attr/:value', controllers.task.updateByAttr],
-    ['GET', prefix + '/get_by_id/:id', controllers.task.getByID],
-    ['GET', prefix + '/get_by_attr/:attr/:value', controllers.task.getByAttr],
-    ['GET', prefix + '/get/all', controllers.task.getAll]
-  ]
-}

src/routes/main-routes.js

@@ -1,35 +1,125 @@
 import KoaRouter from 'koa-router'
 import controllers from '../controllers'
-import api from './api'
 
 const router = new KoaRouter()
 
-router
+export default router
-  // .get('/public/get', function (ctx, next) {
+  .get('/public/get', function (ctx, next) {
-  //   ctx.body = 'no access'
+    ctx.body = '禁止访问！'
-  // })
+  })
-  // .all('/upload', controllers.upload)
+  .all('/upload', controllers.upload)
-  // .get('/public/api/:name', controllers.api.Get)
+  .get('/public/api/:name', controllers.api.Get)
-  // .post('/api/:name', controllers.api.Post)
+  .post('/api/:name', controllers.api.Post)
-  // .put('/api/:name', controllers.api.Put)
+  .put('/api/:name', controllers.api.Put)
-  // .del('/api/:name', controllers.api.Delete)
+  .del('/api/:name', controllers.api.Delete)
-  // .post('/auth/:action', controllers.auth.Post)
+  .post('/auth/:action', controllers.auth.Post)
   // user
   .get('/public/auth/get_cookie', controllers.auth.getCookie)
-  .get('/public/auth/update_license', controllers.auth.updateLicense)
-  .get('/public/auth/check_license', controllers.auth.checkLicense)
 
-for (const _route of api('')) {
+  // collection
-  switch (_route[0]) {
+  .post('/api/file/collection/create', controllers.collection.create)
-    case 'GET':
+  .post('/api/file/collection/update/:id', controllers.collection.update)
-      router.get(_route[1], _route[2])
+  .get('/api/file/collection/clear_deleted/:controller_id', controllers.collection.clearDeleted)
-      break
+  .get('/api/file/collection/get_by_id/:id', controllers.collection.getByID)
-    case 'POST':
+  .get('/api/file/collection/get_by_name/:name/:controller_id', controllers.collection.getByName)
-      router.post(_route[1], _route[2])
+  .get('/api/file/collection/get_by_parent/:type/:parent', controllers.collection.getByParent)
-      break
+  .get('/api/file/collection/get_by_parent_name/:type/:parent/:name', controllers.collection.getByParentName)
-    default:
+  .get('/api/file/collection/get/all/:controller_id', controllers.collection.getAll)
-      break
-  }
-}
 
-export default router
+  .get('/api/file/collection/get_by_name/:name', controllers.collection.getByName)
+  .get('/api/file/collection/get/all', controllers.collection.getAll)
+  .get('/api/file/collection/clear_deleted/', controllers.collection.clearDeleted)
+
+  // meta
+  .post('/api/file/meta/create', controllers.recordingDataMeta.create)
+  .post('/api/file/meta/update/:id', controllers.recordingDataMeta.update)
+  .get('/api/file/meta/clear_deleted/', controllers.recordingDataMeta.clearDeleted)
+  .get('/api/file/meta/get_by_name/:name', controllers.recordingDataMeta.getByName)
+  .get('/api/file/meta/get_by_uuid/:uuid', controllers.recordingDataMeta.getByUUID)
+  .get('/api/file/meta/get_by_id/:id', controllers.recordingDataMeta.getByID)
+  .get('/api/file/meta/get_by_path/:path', controllers.recordingDataMeta.getByPath)
+  .get('/api/file/meta/get_by_parent/:type/:parent', controllers.recordingDataMeta.getByParent)
+  .get('/api/file/meta/get_attr_by_parent/:type/:parent/:attr', controllers.recordingDataMeta.getAttrByParent)
+  .get('/api/file/meta/get_count_by_parent/:type/:parent', controllers.recordingDataMeta.getCountByParent)
+  .get('/api/file/meta/get_by_parent_with_limit/:type/:parent/:limit/:offset/:order', controllers.recordingDataMeta.getByParentWithLimit)
+  .get('/api/file/meta/get_by_attr_parent_with_limit/:type/:parent/:limit/:offset/:order/:attr', controllers.recordingDataMeta.getByAttrsParentWithLimit)
+
+  .get('/api/file/meta/get_or_create_by_path/:path', controllers.recordingDataMeta.getOrCreateByPath)
+  .get('/api/file/meta/get/all', controllers.recordingDataMeta.getAll)
+
+  // raw
+  .post('/api/file/raw/create/:channel', controllers.recordingDataRaw.create)
+  .post('/api/file/raw/update/:channel/:id', controllers.recordingDataRaw.update)
+  .post('/api/file/raw/update_sd_data/:channel/:id', controllers.recordingDataRaw.updateSdData)
+  .get('/api/file/raw/clear_deleted/:channel/:id', controllers.recordingDataRaw.clearDeleted)
+  .get('/api/file/raw/get_by_id/:channel/:id', controllers.recordingDataRaw.getByID)
+  .get('/api/file/raw/get_by_ids/:channel/:id', controllers.recordingDataRaw.getByIDs)
+  .get('/api/file/raw/get_data_by_id/:channel/:id', controllers.recordingDataRaw.getDataByID)
+  .get('/api/file/raw/get_by_parent/:channel/:parent', controllers.recordingDataRaw.getByParent)
+  .get('/api/file/raw/get_attr_by_id/:channel/:id/:attr', controllers.recordingDataRaw.getAttrByID)
+  .get('/api/file/raw/get_attr_by_ids/:channel/:id/:attr', controllers.recordingDataRaw.getAttrByIDs)
+  .get('/api/file/raw/get_attr_by_parent/:channel/:parent/:attr', controllers.recordingDataRaw.getAttrByParent)
+  .get('/api/file/raw/get_csv/:id/:mode/:x_channel/:y_channel', controllers.recordingDataRaw.getCSV)
+
+  // mini
+  .post('/api/file/mini/create/:channel', controllers.recordingDataMini.create)
+  .post('/api/file/mini/update/:channel/:id', controllers.recordingDataMini.update)
+  .get('/api/file/mini/clear_deleted/:channel/:id', controllers.recordingDataMini.clearDeleted)
+  .get('/api/file/mini/get_by_id/:channel/:id', controllers.recordingDataMini.getByID)
+  .get('/api/file/mini/get_exist_or_not_by_id/:channel/:id', controllers.recordingDataMini.getExistOrNotByID)
+  .get('/api/file/mini/get_by_parent/:channel/:parent', controllers.recordingDataMini.getByParent)
+  .get('/api/file/mini/get_attr_by_id/:channel/:id/:attr', controllers.recordingDataMini.getAttrByID)
+  .get('/api/file/mini/get_attr_by_parent/:channel/:parent/:attr', controllers.recordingDataMini.getAttrByParent)
+  .get('/api/file/mini/random/get_by_id/:channel/:id', controllers.recordingDataMini.getRandomDataByID)
+  .get('/api/file/mini/mean/get_by_id/:channel/:id', controllers.recordingDataMini.getMeanDataByID)
+
+  // device
+  .post('/api/device/create', controllers.device.create)
+  .post('/api/device/update/:id', controllers.device.update)
+  .post('/api/device/update/all', controllers.device.update)
+  .post('/api/device/update_by_id/:id', controllers.device.updateByID)
+  .post('/api/device/update_by_mac/:mac', controllers.device.updateByMac)
+  .post('/api/device/update_by_attr/:attr/:value', controllers.device.updateByAttr)
+  .get('/api/device/clear_deleted/:id', controllers.device.clearDeleted)
+  .get('/api/device/get_by_mac/:mac', controllers.device.getByMac)
+  .get('/api/device/get_by_attr/:attr/:value', controllers.device.getByAttr)
+  .get('/api/device/get/all', controllers.device.getAll)
+
+  .post('/api/device/update_by_id/:id', controllers.device.updateByID)
+  .post('/api/device/update', controllers.device.update)
+
+  // controller
+  .post('/api/controller/create', controllers.controller.create)
+  .post('/api/controller/update/:id', controllers.controller.update)
+  .post('/api/controller/update/all', controllers.controller.update)
+  .post('/api/controller/update_by_attr/:attr/:value', controllers.controller.updateByAttr)
+  .get('/api/controller/get_by_mac/:mac', controllers.controller.getByMac)
+  .get('/api/controller/get_by_attr/:attr/:value', controllers.controller.getByAttr)
+  .get('/api/controller/get/all', controllers.controller.getAll)
+
+  .post('/api/controller/update_by_id/:id', controllers.controller.updateByID)
+  .post('/api/controller/update', controllers.controller.update)
+
+  // task
+  .post('/api/task/create', controllers.task.create)
+  .post('/api/task/update/:id', controllers.task.update)
+  .post('/api/task/update_by_attr/:attr/:value', controllers.task.updateByAttr)
+  .post('/api/task/update/all', controllers.task.update)
+  .get('/api/task/get_by_id/:id', controllers.task.getByID)
+  .get('/api/task/get_by_attr/:attr/:value', controllers.task.getByAttr)
+  .get('/api/task/get/all', controllers.task.getAll)
+
+  .post('/api/task/update', controllers.task.update)
+  .post('/api/task/update_by_id/:id', controllers.task.updateByID)
+  // analyze
+  .post('/api/analysis/spike_detect', controllers.analysis.spikeDetect)
+
+  // project
+  .post('/api/project/create', controllers.project.create)
+  .post('/api/project/update/:id', controllers.project.update)
+  .post('/api/project/update_by_attr/:attr/:value', controllers.project.updateByAttr)
+  .post('/api/project/update/all', controllers.project.update)
+  .get('/api/project/clear_deleted/:controller_id', controllers.project.clearDeleted)
+  .get('/api/project/get_by_id/:id', controllers.project.getByID)
+  .get('/api/project/get_by_attr/:attr/:value', controllers.project.getByAttr)
+  .get('/api/project/get/all', controllers.project.getAll)