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eagle - v1.py
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eagle - v1.py
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import csv
import re
from nameparser import HumanName
import argparse
from sets import Set
import lxml.html as lxml
import re
import sys
import os
import traceback
from dateutil import parser
from nameparser.config import CONSTANTS
CONSTANTS.titles.remove('guru', 'bart', 'do', 'marquis')
class eagle:
def __init__(self, directory, args):
self.files = []
self.args = args
self.keys = {}
for root, dirs, files in os.walk(directory):
for f in files:
if not f.endswith("txt"): self.files.append(os.path.join(root,f))
if args.keys != '':
try:
with open(self.args.keys, 'r') as r_file:
reader = csv.DictReader(r_file, delimiter="\t")
for row in reader:
w_row = {}
for key, val in dict.iteritems(row):
w_row[key.strip().lower()] = val.strip().lower()
if w_row['property id'] != '' or w_row['property id'] != 'x':
self.keys[w_row['pmc-prop']] = w_row['property id']
except Exception as inst:
sys.stderr.write("FATAL ERROR %s. Failure to read input file %s\n" % (inst, args.keys))
@staticmethod
def namer(field):
#pre
if type(field) == tuple:
w_name = re.sub('[\t\r\n]', '', ", ".join([x.encode('ascii', 'ignore') for x in field])).upper()
else:
w_name = re.sub('[\t\r\n]', '', field.encode('ascii', 'ignore')).upper()
if 'ANONYMOUS' not in w_name:
if ' FORMER ' not in w_name:
w_name = re.split(";", w_name)[0]
else:
w_name = re.split(";", w_name)[1]
w_name = re.sub("(?<=[`'/+]) | (?=['`/+])", '', w_name) #6A, 4A-C
out = HumanName(w_name)
out.middle = re.sub("^[A-Z] |^[A-Z]\. ", '', out.middle)
if " " in out.last:
out.last = re.sub("^[A-Z] |^[A-Z]\. ", '', out.last)
if re.sub("^[A-Z]\.|^[A-Z]", '', out.first) == '' and len(out.middle) != 0:
out.first, out.middle = out.middle, ""
else:
out.first = re.sub("^[A-Z] |^[A-Z]\. ", '', out.first)
#post
if out.middle.startswith("FOR ") or out.middle.startswith("- "): #7A, 1B, 3E
out.middle = ""
if " FOR " in out.last:
out.last = re.sub(" FOR .*", '', out.last)
if len(out.last) == 0 and len(out.title) != 0: #9A
if " " in out.first:
out = HumanName(out.first)
else:
out.first, out.last = "", out.first
if " AND " in out.middle or " & " in out.middle:
out.last = re.split("( AND )|( & )", out.middle)[0]
out.middle = ""
if "AND" in out.last or "&" in out.last:
if out.last.startswith("AND ") or out.last.startswith("& "): #3F
out.last = HumanName(out.last).last
elif " AND " in out.last or " & " in out.last:
out.last = re.sub("( AND ).*|( & ).*", '', out.last)
out.first = re.split("( AND )|&|/|\+", out.first)[0]
out.last = re.split("/", out.last)[0].strip()
if len(re.sub("[^A-Z]", '', out.first)) == 1 and " " in out.last:
out.first = out.last.split(" ")[0]
out.last = out.last.split(" ")[1]
out.capitalize()
first, last = out.first, out.last
if len(out.middle) > 0:
if re.sub("^[A-Z]\.|^[A-Z]", '', out.middle) == '':
out.middle = ""
elif first.endswith("-") or out.middle.startswith("-"):
first += out.middle
else:
first += " %s" % out.middle #8A-B
if len(out.suffix) > 0:
last += " %s" % out.suffix #2A
return (first, last)
else:
name = HumanName(w_name)
return (name.first, name.last)
def run(self):
headers = ["Property ID", "PMC-Prop", "First Name", "Last Name", "Phone #s", "Email", "Move-In Date", "Source 1", "Source 2"]
writer = csv.DictWriter(self.args.outfile, fieldnames=headers, delimiter="\t")
r_head = False
count = 0
for i, f in enumerate(self.files, 1):
people = []
try:
node = lxml.parse(f)
sys.stderr.write("Working on %s: %s of %s\n" % (f, i, len(self.files)))
prop = node.xpath("//div[@class='CompanySite']//text()")[0].encode('ascii', 'ignore')
for subnode in node.xpath("//tr[not(@class='DetailsHeader')]"):
firsts = subnode.xpath("./td[@class='LeaseVarianceFirst_x0020_Name']/text()")
lasts = subnode.xpath("./td[@class='LeaseVarianceLast_x0020_Name']/text()")
f_name = subnode.xpath("./td[@class='LeaseVarianceHousehold_x0020_name']/text()")
person = {}
for item in zip(lasts, firsts):
person = {'First Name': '', 'Last Name': '', 'Phone #s': '', 'Email': '',
'Move-In Date': self.args.default, 'Source 1': '', 'Source 2': '', 'PMC-Prop': prop,
'Property ID': self.keys.get(prop.lower(), '')}
if self.args.raw:
person['raw'] = re.sub('[\t\r\n]', '', item[1].strip())
person['raw'] += ", %s" % re.sub('[\t\r\n]', '', item[0].strip())
name = self.namer(item)
person['First Name'] = name[0]
person['Last Name'] = name[1]
try:
number = subnode.xpath("./td[@class='LeaseVarianceHome_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
if len(person['Phone #s']) == 0:
try:
number = subnode.xpath("./td[@class='LeaseVarianceCell_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
if len(person['Phone #s']) == 0:
try:
number = subnode.xpath("./td[@class='LeaseVarianceWork_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
try:
source = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_Phone_x0020_Type']/text()")[0].encode('ascii', 'ignore').strip().lower()
number = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_Phone_x0020_Number']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0 and len(source) > 0:
if len(person['Phone #s']) > 0 and type(person['Phone #s']) == list:
if "home" in source:
person['Phone #s'] = [number, "home"]
elif "cell" in source and "home" not in person['Phone #s'][1]:
person['Phone #s'] = [number, "cell"]
else:
person['Phone #s'] = [number, source]
except:
pass
try:
source = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_Phone_x0020_Type']/text()")[0].encode('ascii', 'ignore').strip().lower()
number = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_Phone_x0020_Number']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0 and len(source) > 0:
if len(person['Phone #s']) > 0 and type(person['Phone #s']) == list:
if "home" in source:
person['Phone #s'] = [number, "home"]
elif "cell" in source and "home" not in person['Phone #s'][1]:
person['Phone #s'] = [number, "cell"]
else:
person['Phone #s'] = [number, source]
except:
pass
if type(person['Phone #s']) == list:
person['Phone #s'] = re.sub("\D", '', person['Phone #s'][0])
#if person['Phone #s'].endswith(";"): person['Phone #s'] = person['Phone #s'][:-1]
try:
email = subnode.xpath("./td[@class='LeaseVarianceE-mail']/text()")[0].encode('ascii', 'ignore').strip()
if len(email) > 0: person['Email'] = email
except:
pass
try:
mid = subnode.xpath("./td[@class='LeaseVarianceMove-in_x0020_date']/text()")[0].encode('ascii', 'ignore').strip()
if len(mid) > 0: person['Move-In Date'] = mid
except:
pass
try:
s1 = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s1) > 0: person['Source 1'] = s1
except:
pass
try:
s2 = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s2) > 0: person['Source 2'] = s2
except:
pass
try:
s1 = subnode.xpath("./td[@class='LeaseVariancePrimary_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s1) > 0: person['Source 1'] = s1
except:
pass
try:
s2 = subnode.xpath("./td[@class='LeaseVarianceSecondary_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s2) > 0: person['Source 2'] = s2
except:
pass
for item in f_name:
person = {'First Name': '', 'Last Name': '', 'Phone #s': '', 'Email': '',
'Move-In Date': self.args.default, 'Source 1': '', 'Source 2': '', 'PMC-Prop': prop,
'Property ID': self.keys.get(prop.lower(), '')}
text = item
if self.args.raw:
person['raw'] = re.sub('[\t\n\r]', '', text.strip())
name = self.namer(text)
person['First Name'] = name[0]
person['Last Name'] = name[1]
try:
number = subnode.xpath("./td[@class='LeaseVarianceHome_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
if len(person['Phone #s']) == 0:
try:
number = subnode.xpath("./td[@class='LeaseVarianceCell_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
if len(person['Phone #s']) == 0:
try:
number = subnode.xpath("./td[@class='LeaseVarianceWork_x0020_Phone']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0: person['Phone #s'] = re.sub("\D", '', number)
except:
pass
try:
source = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_Phone_x0020_Type']/text()")[0].encode('ascii', 'ignore').strip().lower()
number = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_Phone_x0020_Number']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0 and len(source) > 0:
if len(person['Phone #s']) > 0 and type(person['Phone #s']) == list:
if "home" in source:
person['Phone #s'] = [number, "home"]
elif "cell" in source and "home" not in person['Phone #s'][1]:
person['Phone #s'] = [number, "cell"]
else:
person['Phone #s'] = [number, source]
except:
pass
try:
source = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_Phone_x0020_Type']/text()")[0].encode('ascii', 'ignore').strip().lower()
number = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_Phone_x0020_Number']/text()")[0].encode('ascii', 'ignore').strip()
if len(number) > 0 and len(source) > 0:
if len(person['Phone #s']) > 0 and type(person['Phone #s']) == list:
if "home" in source:
person['Phone #s'] = [number, "home"]
elif "cell" in source and "home" not in person['Phone #s'][1]:
person['Phone #s'] = [number, "cell"]
else:
person['Phone #s'] = [number, source]
except:
pass
if type(person['Phone #s']) == list:
person['Phone #s'] = re.sub("\D", '', person['Phone #s'][0])
#if person['Phone #s'].endswith(";"): person['Phone #s'] = person['Phone #s'][:-1]
try:
email = subnode.xpath("./td[@class='LeaseVarianceE-mail']/text()")[0].encode('ascii', 'ignore').strip()
if len(email) > 0: person['Email'] = email
except:
pass
try:
mid = subnode.xpath("./td[@class='LeaseVarianceMove-in_x0020_date']/text()")[0].encode('ascii', 'ignore').strip()
if len(mid) > 0: person['Move-In Date'] = mid
except:
pass
try:
s1 = subnode.xpath("./td[@class='LeaseVariance_x0031_st_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s1) > 0: person['Source 1'] = s1
except:
pass
try:
s2 = subnode.xpath("./td[@class='LeaseVariance_x0032_nd_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s2) > 0: person['Source 2'] = s2
except:
pass
try:
s1 = subnode.xpath("./td[@class='LeaseVariancePrimary_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s1) > 0: person['Source 1'] = s1
except:
pass
try:
s2 = subnode.xpath("./td[@class='LeaseVarianceSecondary_x0020_advertising_x0020_source']/text()")[0].encode('ascii', 'ignore').strip()
if len(s2) > 0: person['Source 2'] = s2
except:
pass
try:
date = parser.parse(person['Move-In Date'])
person['Move-In Date'] = "%d-%02d-%02d" % (date.year, date.month, date.day)
except:
pass
if len(person) > 0: people.append(person)
except Exception as inst:
traceback.print_exception(sys.exc_info()[0], sys.exc_info()[1], sys.exc_info()[2])
if not self.args.raw:
for person in people:
if not r_head:
writer.writeheader()
r_head = True
s1 = person['Source 1'].lower()
s2 = person['Source 2'].lower()
if self.args.alist:
if ('apartment' in s1 and 'list' in s1) or ('apartment' in s2 and 'list' in s2):
writer.writerow(person)
else:
writer.writerow(person)
else:
with open("RAW_(%s).csv" % (count/100000), 'a') as a_file:
writer = csv.writer(a_file, delimiter="\t")
for person in people:
s1 = person['Source 1']
s2 = person['Source 2']
source = ''
if len(s1) > 0: source = s1
elif len(s2) > 0: source = s2
writer.writerow([person['raw'].encode('ascii', 'ignore'), source, person['Property']])
count += 1
people = []
def main():
parser = argparse.ArgumentParser(description='')
parser.add_argument('infile', nargs='?', type=str)
parser.add_argument('-d', '--default', nargs='?', type=str, default='')
parser.add_argument('-k', '--keys', nargs='?', type=str, default='')
parser.add_argument('-r', '--raw', action='store_true', default=False)
parser.add_argument('--name', action='store_true', default=False)
parser.add_argument('-a', '--alist', action='store_true', default=False)
parser.add_argument('outfile', nargs='?', type=argparse.FileType('w'), default=sys.stdout)
args = parser.parse_args()
if args.name:
test = eagle(args.infile, args)
size = 0
with open(args.infile, 'r') as r_file:
size = len(r_file.readlines())
with open(args.infile, 'r') as r_file:
reader = csv.reader(r_file, delimiter="\t")
writer = csv.writer(args.outfile)
out = []
for i, row in enumerate(reader, 1):
name = test.namer(row[0])
sys.stderr.write("Working on: %s of %s\n" % (i, size))
writer.writerow([row[0], name[1], name[0]])
else:
eagle(args.infile, args).run()
if __name__ == '__main__':
main()