load OCF data to file-TEST 1.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### imports"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [],
   "source": [
    "import csv\n",
    "import requests\n",
    "import math\n",
    "import pprint\n",
    "import os\n",
    "import json\n",
    "import pandas as pd\n",
    "from pandas.io.json import json_normalize\n",
    "from datetime import datetime, date, time"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "/Users/jpy/Dropbox/_FLASK/__JUPYTER__/OCF\n"
     ]
    }
   ],
   "source": [
    "cwd = os.getcwd()\n",
    "print cwd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "pp = pprint.PrettyPrinter(indent=2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### common functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [],
   "source": [
    "def findFromPathString(path_string, JSON, separator=\"/\"):     \n",
    "  paths = path_string.split(separator)\n",
    "  data = JSON\n",
    "  for i in range(0,len(paths)):\n",
    "    data = data[paths[i]]\n",
    "  return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "def flatten_json(y):\n",
    "    out = {}\n",
    "\n",
    "    def flatten(x, name=''):\n",
    "        if type(x) is dict:\n",
    "            for a in x:\n",
    "                flatten(x[a], name + a + '_')\n",
    "        elif type(x) is list:\n",
    "            i = 0\n",
    "            for a in x:\n",
    "                flatten(a, name + str(i) + '_')\n",
    "                i += 1\n",
    "        else:\n",
    "            out[name[:-1]] = x\n",
    "\n",
    "    flatten(y)\n",
    "    return out"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### settings"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "19243\n",
      "[0, 1, 2]\n"
     ]
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "root_url_corpos = \"http://opencorporatefacts.fr/api/corporates\"\n",
    "# params_corpos = { 'page' : 1 , 'id' : None , 'CompanyNumber' : None }\n",
    "results_path_corpos = \"hydra:member\"\n",
    "output_filename_corpos = \"corpos\"\n",
    "\n",
    "root_url_accounts = \"http://opencorporatefacts.fr/api/compte_de_resultats\"\n",
    "# params_accounts = { 'page' : 1, 'Corporate' : None }\n",
    "results_path_accounts = \"hydra:member\"\n",
    "output_filename_accounts = \"accounts\"\n",
    "\n",
    "root_url_companies = \"http://api.cquest.org/company/\" ### pass CompanyNumber after root_url\n",
    "output_filename_companies = \"companies\"\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### tests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [],
   "source": [
    "### test requests\n",
    "resp = requests.get( root_url_corpos, params = { 'page' : 1 } ).json()\n",
    "results = findFromPathString( results_path_corpos, resp )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ { u'@id': u'/api/corporates/2',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'414119735',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/1'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'AYMING',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/414119735',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 2,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/3',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'419373055',\n",
      "    u'ComptesDeResultats': [ u'/api/compte_de_resultats/7713',\n",
      "                             u'/api/compte_de_resultats/2'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'NORTH SOUTH CONNECTIONS FRANCE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/419373055',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 3,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/4',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'329936793',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/3'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'MECAHERS GROUP',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/329936793',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 4,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/5',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'323622217',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/4'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'TONNELLERIE RADOUX',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/323622217',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 5,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/6',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'338712169',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/5'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'S.A.R.L. DE TRAON KERJEAN',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/338712169',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 6,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/7',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'489604611',\n",
      "    u'ComptesDeResultats': [ u'/api/compte_de_resultats/6',\n",
      "                             u'/api/compte_de_resultats/7'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'',\n",
      "    u'Name': u'SARL COTE CHAMP',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/489604611',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 7,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/8',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'491041869',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/265044'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'6831Z',\n",
      "    u'Name': u'ORYX REAL ESTATE INVESTMENT MANAGEMENT',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/491041869',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 8,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/9',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'407839703',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'6491Z',\n",
      "    u'Name': u'MORIN FONCIER',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/407839703',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 9,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/10',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'438163305',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/233920'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'6920Z',\n",
      "    u'Name': u'E&R CONSULTANTS ALSACE FRANCHE-COMTE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/438163305',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 10,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/11',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'484371059',\n",
      "    u'ComptesDeResultats': [ u'/api/compte_de_resultats/8',\n",
      "                             u'/api/compte_de_resultats/232257'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'5510Z',\n",
      "    u'Name': u'SAS ABBAYE DES CAPUCINS',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/484371059',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 11,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/12',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'440066942',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'8623Z',\n",
      "    u'Name': u'DR CHRISTIAN JOLIVET ET ASSOCIES',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/440066942',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 12,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/13',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'343472270',\n",
      "    u'ComptesDeResultats': [ u'/api/compte_de_resultats/9',\n",
      "                             u'/api/compte_de_resultats/229122'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'3832Z',\n",
      "    u'Name': u'VERRE SERVICES',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/343472270',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 13,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/14',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'531697720',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4339Z',\n",
      "    u'Name': u'ALADIN PEINTURE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/531697720',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 14,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/15',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'511987422',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/14250'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'7732Z',\n",
      "    u'Name': u'SOGECER LOCATION',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/511987422',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 15,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/16',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'487962441',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'6810Z',\n",
      "    u'Name': u'JORDAN',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/487962441',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 16,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/17',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'802807297',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4322A',\n",
      "    u'Name': u'SARL CLIMATISATION CHAUFFAGE PLOMBERIE SANITAIRE ELECTRICITE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/802807297',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 17,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/18',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'752305920',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'7022Z',\n",
      "    u'Name': u'QUALITY SEARCH FRANCE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/752305920',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 18,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/19',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'802536623',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'8121Z',\n",
      "    u'Name': u'FONO PROPRETE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/802536623',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 19,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/20',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'383247061',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4771Z',\n",
      "    u'Name': u'G AND G',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/383247061',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 20,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/21',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'383814340',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'1051C',\n",
      "    u'Name': u'LA FROMAGERIE DU QUERCY',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/383814340',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 21,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/22',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'752733519',\n",
      "    u'ComptesDeResultats': [ u'/api/compte_de_resultats/5628',\n",
      "                             u'/api/compte_de_resultats/10',\n",
      "                             u'/api/compte_de_resultats/210684'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'5610A',\n",
      "    u'Name': u'DISSILA',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/752733519',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 22,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/23',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'500171541',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/11'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4322B',\n",
      "    u'Name': u'V.F.D ENERGIES',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/500171541',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 23,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/24',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'812190296',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'8559A',\n",
      "    u'Name': u'I.F.F.O.D.E p.a.c.a',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/812190296',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 24,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/25',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'378288047',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/12'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4752B',\n",
      "    u'Name': u'LIODE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/378288047',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 25,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/26',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'413159799',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4399C',\n",
      "    u'Name': u'SOCIETE MIDI PYRENEES BATIMENT EN ABREGE M.P.B.',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/413159799',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 26,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/27',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'482040052',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'7732Z',\n",
      "    u'Name': u'EURO SERVICES TP',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/482040052',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 27,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/28',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'525046801',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'7022Z',\n",
      "    u'Name': u'PETER & WOLFS',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/525046801',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 28,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/29',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'388830895',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/13'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'8710A',\n",
      "    u'Name': u'LA SAISONNERAIE',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/388830895',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 29,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/30',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'817942956',\n",
      "    u'ComptesDeResultats': [u'/api/compte_de_resultats/14'],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'4334Z',\n",
      "    u'Name': u'CORNOUAILLE RENOVATION DOMMAGE OUVRAGE - CRDO',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/817942956',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 30,\n",
      "    u'shareholdings': []},\n",
      "  { u'@id': u'/api/corporates/31',\n",
      "    u'@type': u'Corporate',\n",
      "    u'CompanyNumber': u'503729147',\n",
      "    u'ComptesDeResultats': [],\n",
      "    u'CorporateShareholders': [],\n",
      "    u'IndustryCode': u'6420Z',\n",
      "    u'Name': u'NOVEPAN HOLDING',\n",
      "    u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/503729147',\n",
      "    u'documentDeReferences': [],\n",
      "    u'id': 31,\n",
      "    u'shareholdings': []}]\n",
      "None\n"
     ]
    }
   ],
   "source": [
    "print pp.pprint(results)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/414119735', u'Name': u'AYMING', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/1'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 2, u'@id': u'/api/corporates/2', u'@type': u'Corporate', u'CompanyNumber': u'414119735'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/419373055', u'Name': u'NORTH SOUTH CONNECTIONS FRANCE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/7713', u'/api/compte_de_resultats/2'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 3, u'@id': u'/api/corporates/3', u'@type': u'Corporate', u'CompanyNumber': u'419373055'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/329936793', u'Name': u'MECAHERS GROUP', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/3'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 4, u'@id': u'/api/corporates/4', u'@type': u'Corporate', u'CompanyNumber': u'329936793'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/323622217', u'Name': u'TONNELLERIE RADOUX', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/4'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 5, u'@id': u'/api/corporates/5', u'@type': u'Corporate', u'CompanyNumber': u'323622217'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/338712169', u'Name': u'S.A.R.L. DE TRAON KERJEAN', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/5'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 6, u'@id': u'/api/corporates/6', u'@type': u'Corporate', u'CompanyNumber': u'338712169'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/489604611', u'Name': u'SARL COTE CHAMP', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/6', u'/api/compte_de_resultats/7'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 7, u'@id': u'/api/corporates/7', u'@type': u'Corporate', u'CompanyNumber': u'489604611'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/491041869', u'Name': u'ORYX REAL ESTATE INVESTMENT MANAGEMENT', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/265044'], u'documentDeReferences': [], u'IndustryCode': u'6831Z', u'id': 8, u'@id': u'/api/corporates/8', u'@type': u'Corporate', u'CompanyNumber': u'491041869'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/407839703', u'Name': u'MORIN FONCIER', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6491Z', u'id': 9, u'@id': u'/api/corporates/9', u'@type': u'Corporate', u'CompanyNumber': u'407839703'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/438163305', u'Name': u'E&R CONSULTANTS ALSACE FRANCHE-COMTE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/233920'], u'documentDeReferences': [], u'IndustryCode': u'6920Z', u'id': 10, u'@id': u'/api/corporates/10', u'@type': u'Corporate', u'CompanyNumber': u'438163305'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/484371059', u'Name': u'SAS ABBAYE DES CAPUCINS', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/8', u'/api/compte_de_resultats/232257'], u'documentDeReferences': [], u'IndustryCode': u'5510Z', u'id': 11, u'@id': u'/api/corporates/11', u'@type': u'Corporate', u'CompanyNumber': u'484371059'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/440066942', u'Name': u'DR CHRISTIAN JOLIVET ET ASSOCIES', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'8623Z', u'id': 12, u'@id': u'/api/corporates/12', u'@type': u'Corporate', u'CompanyNumber': u'440066942'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/343472270', u'Name': u'VERRE SERVICES', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/9', u'/api/compte_de_resultats/229122'], u'documentDeReferences': [], u'IndustryCode': u'3832Z', u'id': 13, u'@id': u'/api/corporates/13', u'@type': u'Corporate', u'CompanyNumber': u'343472270'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/531697720', u'Name': u'ALADIN PEINTURE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'4339Z', u'id': 14, u'@id': u'/api/corporates/14', u'@type': u'Corporate', u'CompanyNumber': u'531697720'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/511987422', u'Name': u'SOGECER LOCATION', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/14250'], u'documentDeReferences': [], u'IndustryCode': u'7732Z', u'id': 15, u'@id': u'/api/corporates/15', u'@type': u'Corporate', u'CompanyNumber': u'511987422'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/487962441', u'Name': u'JORDAN', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6810Z', u'id': 16, u'@id': u'/api/corporates/16', u'@type': u'Corporate', u'CompanyNumber': u'487962441'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/802807297', u'Name': u'SARL CLIMATISATION CHAUFFAGE PLOMBERIE SANITAIRE ELECTRICITE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'4322A', u'id': 17, u'@id': u'/api/corporates/17', u'@type': u'Corporate', u'CompanyNumber': u'802807297'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/752305920', u'Name': u'QUALITY SEARCH FRANCE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'7022Z', u'id': 18, u'@id': u'/api/corporates/18', u'@type': u'Corporate', u'CompanyNumber': u'752305920'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/802536623', u'Name': u'FONO PROPRETE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'8121Z', u'id': 19, u'@id': u'/api/corporates/19', u'@type': u'Corporate', u'CompanyNumber': u'802536623'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/383247061', u'Name': u'G AND G', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'4771Z', u'id': 20, u'@id': u'/api/corporates/20', u'@type': u'Corporate', u'CompanyNumber': u'383247061'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/383814340', u'Name': u'LA FROMAGERIE DU QUERCY', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'1051C', u'id': 21, u'@id': u'/api/corporates/21', u'@type': u'Corporate', u'CompanyNumber': u'383814340'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/752733519', u'Name': u'DISSILA', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/5628', u'/api/compte_de_resultats/10', u'/api/compte_de_resultats/210684'], u'documentDeReferences': [], u'IndustryCode': u'5610A', u'id': 22, u'@id': u'/api/corporates/22', u'@type': u'Corporate', u'CompanyNumber': u'752733519'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/500171541', u'Name': u'V.F.D ENERGIES', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/11'], u'documentDeReferences': [], u'IndustryCode': u'4322B', u'id': 23, u'@id': u'/api/corporates/23', u'@type': u'Corporate', u'CompanyNumber': u'500171541'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/812190296', u'Name': u'I.F.F.O.D.E p.a.c.a', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'8559A', u'id': 24, u'@id': u'/api/corporates/24', u'@type': u'Corporate', u'CompanyNumber': u'812190296'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/378288047', u'Name': u'LIODE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/12'], u'documentDeReferences': [], u'IndustryCode': u'4752B', u'id': 25, u'@id': u'/api/corporates/25', u'@type': u'Corporate', u'CompanyNumber': u'378288047'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/413159799', u'Name': u'SOCIETE MIDI PYRENEES BATIMENT EN ABREGE M.P.B.', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'4399C', u'id': 26, u'@id': u'/api/corporates/26', u'@type': u'Corporate', u'CompanyNumber': u'413159799'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/482040052', u'Name': u'EURO SERVICES TP', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'7732Z', u'id': 27, u'@id': u'/api/corporates/27', u'@type': u'Corporate', u'CompanyNumber': u'482040052'}\n",
      "\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/525046801', u'Name': u'PETER & WOLFS', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'7022Z', u'id': 28, u'@id': u'/api/corporates/28', u'@type': u'Corporate', u'CompanyNumber': u'525046801'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/388830895', u'Name': u'LA SAISONNERAIE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/13'], u'documentDeReferences': [], u'IndustryCode': u'8710A', u'id': 29, u'@id': u'/api/corporates/29', u'@type': u'Corporate', u'CompanyNumber': u'388830895'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/817942956', u'Name': u'CORNOUAILLE RENOVATION DOMMAGE OUVRAGE - CRDO', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/14'], u'documentDeReferences': [], u'IndustryCode': u'4334Z', u'id': 30, u'@id': u'/api/corporates/30', u'@type': u'Corporate', u'CompanyNumber': u'817942956'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/503729147', u'Name': u'NOVEPAN HOLDING', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6420Z', u'id': 31, u'@id': u'/api/corporates/31', u'@type': u'Corporate', u'CompanyNumber': u'503729147'}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "for i in results : \n",
    "    print i\n",
    "    print"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### main requests functions"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_req_results ( url, pages_range, number_of_pages, results_path, output_filename, debug=False, out_formats=[\"csv\"] ) : \n",
    "    ''' \n",
    "    retrieve results from requests \n",
    "    and write csv \n",
    "    works with API platform only for now\n",
    "    '''\n",
    "    \n",
    "    start_time = datetime.now()\n",
    "    \n",
    "    ### output file\n",
    "    if \"csv\" in out_formats :\n",
    "        file_data_csv = cwd + '/' + output_filename + '.csv'\n",
    "    if \"json\" in out_formats : \n",
    "        file_data_json = cwd + '/' + output_filename + '.json'\n",
    "    \n",
    "    ### count pages\n",
    "    count = 0\n",
    "    \n",
    "    ### requests and writing file\n",
    "    \n",
    "    for page in pages_range : \n",
    "        \n",
    "        if page > 0 : \n",
    "            \n",
    "            print \"\\n page number : {} / {}\".format(page, number_of_pages)\n",
    "            \n",
    "            resp = requests.get( url, params = { 'page' : page } ).json()\n",
    "            results = findFromPathString( results_path, resp )\n",
    "            \n",
    "            page_time = datetime.now()\n",
    "            delta_time = page_time - start_time\n",
    "            print \"delta_time (after request) : {} \".format(delta_time)\n",
    "\n",
    "            # loop results\n",
    "            for data in results : \n",
    "                \n",
    "                if debug : \n",
    "                    # print pp.pprint(data) \n",
    "                    print data\n",
    "                    print\n",
    "                data_flat = flatten_json(data)\n",
    "                # print data_flat\n",
    "                \n",
    "                ### CSV\n",
    "                if \"csv\" in out_formats : \n",
    "                    \n",
    "                    ### creates headers\n",
    "                    if count == 0:\n",
    "                        with open(file_data_csv, 'w') as csv_file :\n",
    "                            csv_writer = csv.writer(csv_file, delimiter=';')\n",
    "                            header = data.keys()\n",
    "                            csv_writer.writerow(header)\n",
    "                            count += 1\n",
    "                    else : \n",
    "                        with open(file_data_csv, 'a') as csv_file :\n",
    "                            csv_writer = csv.writer(csv_file, delimiter=';')\n",
    "                            csv_writer.writerow( data.values() )\n",
    "                            count += 1\n",
    "\n",
    "                        \n",
    "                ### JSON\n",
    "                if \"json\" in out_formats : \n",
    "                    if count == 0 :\n",
    "                        with open(file_data_json, 'w') as json_file :\n",
    "                            json_file.write(json.dumps( [data] ).encode())         #If empty, write an array\n",
    "                            count += 1\n",
    "                    else : \n",
    "                        with open(file_data_json, 'ab+') as json_file :\n",
    "                            json_file.seek(-1,2)           \n",
    "                            json_file.truncate()                           #Remove the last character, open the array\n",
    "                            json_file.write(' , '.encode())                #Write the separator\n",
    "                            json_file.write(json.dumps(data).encode())     #Dump the dictionary\n",
    "                            json_file.write(']'.encode())                  #Close the array\n",
    "                            count += 1\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### getting data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {
    "collapsed": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      " page number : 1 \n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/414119735', u'Name': u'AYMING', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/1'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 2, u'@id': u'/api/corporates/2', u'@type': u'Corporate', u'CompanyNumber': u'414119735'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/419373055', u'Name': u'NORTH SOUTH CONNECTIONS FRANCE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/7713', u'/api/compte_de_resultats/2'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 3, u'@id': u'/api/corporates/3', u'@type': u'Corporate', u'CompanyNumber': u'419373055'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/329936793', u'Name': u'MECAHERS GROUP', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/3'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 4, u'@id': u'/api/corporates/4', u'@type': u'Corporate', u'CompanyNumber': u'329936793'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/323622217', u'Name': u'TONNELLERIE RADOUX', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/4'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 5, u'@id': u'/api/corporates/5', u'@type': u'Corporate', u'CompanyNumber': u'323622217'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/338712169', u'Name': u'S.A.R.L. DE TRAON KERJEAN', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/5'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 6, u'@id': u'/api/corporates/6', u'@type': u'Corporate', u'CompanyNumber': u'338712169'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/489604611', u'Name': u'SARL COTE CHAMP', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/6', u'/api/compte_de_resultats/7'], u'documentDeReferences': [], u'IndustryCode': u'', u'id': 7, u'@id': u'/api/corporates/7', u'@type': u'Corporate', u'CompanyNumber': u'489604611'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/491041869', u'Name': u'ORYX REAL ESTATE INVESTMENT MANAGEMENT', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/265044'], u'documentDeReferences': [], u'IndustryCode': u'6831Z', u'id': 8, u'@id': u'/api/corporates/8', u'@type': u'Corporate', u'CompanyNumber': u'491041869'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/407839703', u'Name': u'MORIN FONCIER', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6491Z', u'id': 9, u'@id': u'/api/corporates/9', u'@type': u'Corporate', u'CompanyNumber': u'407839703'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/438163305', u'Name': u'E&R CONSULTANTS ALSACE FRANCHE-COMTE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/233920'], u'documentDeReferences': [], u'IndustryCode': u'6920Z', u'id': 10, u'@id': u'/api/corporates/10', u'@type': u'Corporate', u'CompanyNumber': u'438163305'}\n",
      "\n",
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      " page number : 3 \n",
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      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/337722250', u'Name': u'PARIS MACHINES', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'4662Z', u'id': 114, u'@id': u'/api/corporates/114', u'@type': u'Corporate', u'CompanyNumber': u'337722250'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/799807524', u'Name': u'CHM', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6820B', u'id': 115, u'@id': u'/api/corporates/115', u'@type': u'Corporate', u'CompanyNumber': u'799807524'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/387535800', u'Name': u'CARREAUX IMPORT NEGOCE', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/35'], u'documentDeReferences': [], u'IndustryCode': u'4673A', u'id': 116, u'@id': u'/api/corporates/116', u'@type': u'Corporate', u'CompanyNumber': u'387535800'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/788591055', u'Name': u'PIXEL PERFECT', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [], u'documentDeReferences': [], u'IndustryCode': u'6312Z', u'id': 117, u'@id': u'/api/corporates/117', u'@type': u'Corporate', u'CompanyNumber': u'788591055'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/528949795', u'Name': u'BLUMEDIA', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/5639'], u'documentDeReferences': [], u'IndustryCode': u'7022Z', u'id': 118, u'@id': u'/api/corporates/118', u'@type': u'Corporate', u'CompanyNumber': u'528949795'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/799340401', u'Name': u'GUAPO HOLDING', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/36', u'/api/compte_de_resultats/234619'], u'documentDeReferences': [], u'IndustryCode': u'6420Z', u'id': 119, u'@id': u'/api/corporates/119', u'@type': u'Corporate', u'CompanyNumber': u'799340401'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/413033028', u'Name': u'HARAS DES SOURCES', u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/37'], u'documentDeReferences': [], u'IndustryCode': u'9329Z', u'id': 120, u'@id': u'/api/corporates/120', u'@type': u'Corporate', u'CompanyNumber': u'413033028'}\n",
      "\n",
      "{u'OpenCorporateURL': u'https://opencorporates.com/companies/fr/497712752', u'Name': u\"SOCIETE DE GESTION ET DE COURTAGE D'ASSURANCE DU PERSONNEL\", u'shareholdings': [], u'CorporateShareholders': [], u'ComptesDeResultats': [u'/api/compte_de_resultats/231452'], u'documentDeReferences': [], u'IndustryCode': u'6622Z', u'id': 121, u'@id': u'/api/corporates/121', u'@type': u'Corporate', u'CompanyNumber': u'497712752'}\n",
      "\n"
     ]
    }
   ],
   "source": [
    "### TEST / get corpos \n",
    "number_of_pages_corpos_test = 3\n",
    "pages_range_test = range(number_of_pages_corpos)\n",
    "get_req_results( \n",
    "    root_url_corpos, \n",
    "    pages_range_test, \n",
    "    number_of_pages_corpos_test,\n",
    "    results_path_corpos, \n",
    "    csv_output_corpos, \n",
    "    debug=True, \n",
    "    out_formats=[\"json\"] \n",
    ") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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   ],
   "source": [
    "### get corpos data\n",
    "number_of_results_corpos = 577297\n",
    "results_per_page = 30\n",
    "number_of_pages_corpos = int( math.ceil( number_of_results_corpos / results_per_page ) )\n",
    "print number_of_pages_corpos\n",
    "pages_to_scrap_corpos = range( number_of_pages_corpos )\n",
    "print pages_to_scrap_corpos[:3]\n",
    "\n",
    "get_req_results( \n",
    "    root_url_corpos, \n",
    "    pages_to_scrap_corpos, \n",
    "    number_of_pages_corpos,\n",
    "    results_path_corpos, \n",
    "    output_filename_corpos, \n",
    "    debug=False, \n",
    "    out_formats=[\"json\"] \n",
    ") "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "### get accounts data\n",
    "number_of_results_account = 316182\n",
    "results_per_page = 30\n",
    "number_of_pages_accounts = int( math.ceil( number_of_results_account / results_per_page ) )\n",
    "print number_of_pages_accounts\n",
    "pages_to_scrap_accounts = range( number_of_pages_accounts )\n",
    "print pages_to_scrap_accounts[:3]\n",
    "\n",
    "get_req_results( \n",
    "    root_url_accounts, \n",
    "    pages_to_scrap_accounts, \n",
    "    number_of_pages_accounts,\n",
    "    results_path_accounts, \n",
    "    output_filename_accounts, \n",
    "    debug=False, \n",
    "    out_formats=[\"json\"] \n",
    ") "
   ]
  }
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