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-e git+http://github.com/openaustralia/scraperwiki-python.git@morph_defaults#egg=scraperwiki | ||
lxml==3.4.4 | ||
cssselect==0.9.1 | ||
beautifulsoup4 | ||
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# -*- coding: utf-8 -*- | ||
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#### IMPORTS 1.0 | ||
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import os | ||
import re | ||
import scraperwiki | ||
import urllib2 | ||
from datetime import datetime | ||
from bs4 import BeautifulSoup | ||
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#### FUNCTIONS 1.0 | ||
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def validateFilename(filename): | ||
filenameregex = '^[a-zA-Z0-9]+_[a-zA-Z0-9]+_[a-zA-Z0-9]+_[0-9][0-9][0-9][0-9]_[0-9QY][0-9]$' | ||
dateregex = '[0-9][0-9][0-9][0-9]_[0-9QY][0-9]' | ||
validName = (re.search(filenameregex, filename) != None) | ||
found = re.search(dateregex, filename) | ||
if not found: | ||
return False | ||
date = found.group(0) | ||
now = datetime.now() | ||
year, month = date[:4], date[5:7] | ||
validYear = (2000 <= int(year) <= now.year) | ||
if 'Q' in date: | ||
validMonth = (month in ['Q0', 'Q1', 'Q2', 'Q3', 'Q4']) | ||
elif 'Y' in date: | ||
validMonth = (month in ['Y1']) | ||
else: | ||
try: | ||
validMonth = datetime.strptime(date, "%Y_%m") < now | ||
except: | ||
return False | ||
if all([validName, validYear, validMonth]): | ||
return True | ||
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def validateURL(url): | ||
try: | ||
r = urllib2.urlopen(url) | ||
count = 1 | ||
while r.getcode() == 500 and count < 4: | ||
print ("Attempt {0} - Status code: {1}. Retrying.".format(count, r.status_code)) | ||
count += 1 | ||
r = urllib2.urlopen(url) | ||
sourceFilename = r.headers.get('Content-Disposition') | ||
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if sourceFilename: | ||
ext = os.path.splitext(sourceFilename)[1].replace('"', '').replace(';', '').replace(' ', '') | ||
else: | ||
ext = os.path.splitext(url)[1] | ||
validURL = r.getcode() == 200 | ||
validFiletype = ext.lower() in ['.csv', '.xls', '.xlsx'] | ||
return validURL, validFiletype | ||
except: | ||
print ("Error validating URL.") | ||
return False, False | ||
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def validate(filename, file_url): | ||
validFilename = validateFilename(filename) | ||
validURL, validFiletype = validateURL(file_url) | ||
if not validFilename: | ||
print filename, "*Error: Invalid filename*" | ||
print file_url | ||
return False | ||
if not validURL: | ||
print filename, "*Error: Invalid URL*" | ||
print file_url | ||
return False | ||
if not validFiletype: | ||
print filename, "*Error: Invalid filetype*" | ||
print file_url | ||
return False | ||
return True | ||
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def convert_mth_strings ( mth_string ): | ||
month_numbers = {'JAN': '01', 'FEB': '02', 'MAR':'03', 'APR':'04', 'MAY':'05', 'JUN':'06', 'JUL':'07', 'AUG':'08', 'SEP':'09','OCT':'10','NOV':'11','DEC':'12' } | ||
for k, v in month_numbers.items(): | ||
mth_string = mth_string.replace(k, v) | ||
return mth_string | ||
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#### VARIABLES 1.0 | ||
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entity_id = "NFTRBN_SHKHNFT_gov" | ||
url = "https://data.gov.uk/dataset/spend-over-25000-in-st-helens-and-knowsley-hospitals-nhs-trust" | ||
errors = 0 | ||
data = [] | ||
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#### READ HTML 1.0 | ||
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html = urllib2.urlopen(url) | ||
soup = BeautifulSoup(html, 'lxml') | ||
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#### SCRAPE DATA | ||
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blocks = soup.find_all('div', 'dropdown') | ||
for block in blocks: | ||
file_url = '' | ||
try: | ||
file_url = block.find('ul', 'dropdown-menu').find_all('li')[1].find('a')['href'] | ||
except: | ||
pass | ||
if '.csv' in file_url or '.xls' in file_url: | ||
url = file_url | ||
title = block.find_previous('div', 'dataset-resource-text').text.strip().split('\n')[0] | ||
csvMth = title[:2] | ||
csvYr = title[-4:] | ||
if int(csvMth)>12: | ||
csvMth = block.find_previous('div', 'dataset-resource-text').text.strip().split('\n')[1].split(' ')[-2][:3] | ||
csvYr = block.find_previous('div', 'dataset-resource-text').text.strip().split('\n')[1].split(' ')[-3] | ||
csvMth = convert_mth_strings(csvMth.upper()) | ||
data.append([csvYr, csvMth, url]) | ||
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#### STORE DATA 1.0 | ||
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for row in data: | ||
csvYr, csvMth, url = row | ||
filename = entity_id + "_" + csvYr + "_" + csvMth | ||
todays_date = str(datetime.now()) | ||
file_url = url.strip() | ||
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valid = validate(filename, file_url) | ||
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if valid == True: | ||
scraperwiki.sqlite.save(unique_keys=['l'], data={"l": file_url, "f": filename, "d": todays_date }) | ||
print filename | ||
else: | ||
errors += 1 | ||
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if errors > 0: | ||
raise Exception("%d errors occurred during scrape." % errors) | ||
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#### EOF |