Created
September 23, 2016 02:17
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# -*- coding: utf-8 -*- | |
""" | |
Created on Sat Sep 10 17:21:02 2016 | |
@author: venkatesh | |
""" | |
import requests | |
import os | |
class SocrataConnection(object): | |
def __init__(self, url, token, limit): | |
self.url = url | |
self.token = token | |
self.limit = limit | |
self.headers = sorted(self._headers()) | |
self.primary_id = None | |
def _headers(self): | |
query = '{0}/?$limit=1'.format(self.url) | |
r = requests.get(query) | |
return r.json()[0].keys() | |
def get_headers(self): | |
return self.headers | |
def get_rowcount(self): | |
if self.primary_id is None: | |
print 'Please set primary id first. (Use .set_primary_id("id")' | |
return None | |
query = '{0}?$select=count({1})'.format(self.url, self.primary_id) | |
result_field = 'count_{0}'.format(self.primary_id) | |
r = requests.get(query) | |
return int(r.json()[0][result_field]) | |
def set_primary_id(self, primary_id): | |
if primary_id in self.headers: | |
self.primary_id = primary_id | |
self.headers.remove(primary_id) | |
self.headers.insert(0, primary_id) | |
else: | |
print 'Column does not exist' | |
def download_csv(self, rows=None, file_name='untitled.csv', headers=True): | |
if rows is None: | |
rows = self.get_rowcount() | |
if self.primary_id is None: | |
print 'Please set primary id first. (Use .set_primary_id("id")' | |
return None | |
if os.path.exists(file_name): | |
os.remove(file_name) | |
if headers: | |
self._write_csv_row(dict(zip(self.headers, self.headers)), | |
file_name) | |
if self._write_to_csv(rows, file_name): | |
print 'Download Complete' | |
else: | |
print 'Download Incomplete' | |
def _write_to_csv(self, rows, file_name): | |
offset = 0 | |
link = '{0}?$$app_token={1}&$order={2} DESC&$limit={3}&$offset={4}' | |
for i in xrange((rows / self.limit) + 1): | |
query = link.format(self.url, self.token, self.primary_id, | |
self.limit, offset) | |
r = requests.get(query) | |
if r.status_code == 200: | |
for row in r.json(): | |
self._write_csv_row(row, file_name) | |
offset += self.limit | |
else: | |
return False | |
return True | |
def _write_csv_row(self, row, file_name): | |
data = [] | |
for col in self.headers: | |
try: | |
item = '"' + str(row[col]).strip() + '"' | |
except: | |
item = ' ' | |
data.append(item) | |
with open(file_name, 'a') as out_file: | |
out_file.write(','.join(data) + ' \n') | |
class SocrataAPI(object): | |
def __init__(self, token, limit=50000): | |
self.token = token | |
self.limit = limit | |
def request(self, url, show_details=True): | |
return SocrataConnection(url, self.token, self.limit) | |
token = 'Opp5gz1KaGplrPjbqnSsWkqHB' | |
api = SocrataAPI(token) | |
r = api.request('https://data.seattle.gov/resource/pu5n-trf4.json') | |
headers = r.get_headers() | |
r.set_primary_id('cad_cdw_id') | |
r.download_csv(file_name='raw_911_response.csv') |
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