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July 19, 2016 01:38
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#Dependencies: tweepy, pyshp | |
import json, shapefile, time, math | |
from tweepy import Stream, OAuthHandler | |
from tweepy.streaming import StreamListener | |
from keys import keys | |
# Need to fixing encoding where convert shapefile | |
import sys | |
reload(sys) | |
sys.setdefaultencoding('utf8') | |
#Variables that contains the user credentials to access Twitter API | |
CONSUMER_KEY = keys['consumer_key'] | |
CONSUMER_SECRET = keys['consumer_secret'] | |
ACCESS_TOKEN = keys['access_token'] | |
ACCESS_TOKEN_SECRET = keys['access_token_secret'] | |
#User input | |
file_name = 'test50' | |
max_tweets = 1 | |
keywords = None #'#twitter, a, b, c'.split(',') | |
locations = [-180,-90,180,90] | |
def print_time(source, now, max, all): | |
print source, ' | ', now, '/', max, ' | Requests:', \ | |
all, " | %ssec" % math.trunc(time.time() - start_time) | |
class listener(StreamListener): | |
def on_data(self, data): | |
if not hasattr(listener, '_geo_tweets'): | |
open(file_name + '.geojson', 'w').write('{"type":"FeatureCollection","features":[') #clean file | |
listener._all_tweets = 0 #from statictic | |
listener._geo_tweets = 0 | |
open('last_' + file_name + '.json', 'w').write(data) # Last data - for debug | |
jdata = json.loads(data) | |
listener._all_tweets += 1 | |
if listener._all_tweets % 10 == 0: | |
print_time('GeoJSON', listener._geo_tweets, max_tweets, listener._all_tweets) | |
# Skip 'limit'-messages & non geotweets | |
if 'limit' in jdata or \ | |
(not jdata['place'] and not jdata['geo']): | |
return True | |
# Write as geojson | |
open(file_name + '.geojson', 'a').write('\n\t{ "type": "Geotweet", \n\t\t"geometry":\n\t\t\t') | |
if not jdata['geo']: # Place | |
# Change Polygon to Point | |
coordinates = jdata['place']['bounding_box']['coordinates'][0] | |
lon = (coordinates[0][0] + coordinates[2][0]) / 2 | |
lat = (coordinates[0][1] + coordinates[2][1]) / 2 | |
open(file_name + '.geojson', 'a').write('{"type": "Point", "coordinates": [' + \ | |
str(lon) + ', ' + str(lat) + ']}') | |
else: # Geo | |
open(file_name + '.geojson', 'a').write(str(jdata["geo"]).replace("u'", '"').replace("'", '"')) | |
open(file_name + '.geojson', 'a').write(',\n\t\t"properties": \n\t\t\t' + data + '\t}') | |
listener._geo_tweets += 1 | |
if listener._geo_tweets == max_tweets: | |
open(file_name + '.geojson', 'a').write('\n]}') | |
print_time('GeoJSON', listener._geo_tweets, max_tweets, listener._all_tweets) | |
print 'GeoJSON: Done' | |
return False | |
open(file_name + '.geojson', 'a').write(',') | |
return True | |
def on_error(self, status): | |
print 'ERROR ' + str(status) | |
if status == 420: | |
print 'Exceed a limit requests connect to' \ | |
+ 'the streaming API in a window of time (15min)' | |
return False # Returning False in on_data disconnects the stream | |
auth = OAuthHandler(CONSUMER_KEY, CONSUMER_SECRET) | |
auth.set_access_token(ACCESS_TOKEN, ACCESS_TOKEN_SECRET) | |
def run_stream(auth, locations=[-180,-90,180,90], keywords=''): | |
stream = Stream(auth, listener()) | |
stream.filter(locations=locations, track=keywords) | |
start_time = time.time() | |
run_stream(auth, locations, keywords) | |
""" | |
Generate shapefile | |
""" | |
# function to generate .prj file information using spatialreference.org | |
def getWKT_PRJ (epsg_code): | |
import urllib | |
# access projection information | |
wkt = urllib.urlopen('http://spatialreference.org/ref/epsg/{0}/prettywkt/'.format(epsg_code)) | |
remove_spaces = wkt.read().replace(' ','') # remove spaces between charachters | |
output = remove_spaces.replace('\n', '') # place all the text on one line | |
return output | |
start_time = time.time() | |
shp = shapefile.Writer(shapefile.POINT) # create a point shapefile | |
# for every record there must be a corresponding geometry. | |
shp.autoBalance = 1 | |
# create the field names and data type for each. | |
field = [ | |
'created_at', 'id', 'id_str', 'text', 'source', 'truncated', \ | |
'in_reply_to_status_id', 'in_reply_to_status_id_str', \ | |
'in_reply_to_user_id', 'in_reply_to_user_id_str', \ | |
'in_reply_to_screen_name', 'geo', 'coordinates', \ | |
'place', 'contributors', 'is_quote_status', 'retweet_count', \ | |
'favorite_count', 'entities', 'favorited', 'retweeted', \ | |
'filter_level', 'lang', 'timestamp_ms' | |
] | |
for i in range(len(field)): | |
shp.field(field[i].upper(), 'C') | |
# access the GeoJSON file | |
with open(file_name + '.geojson') as data_file: | |
reader = json.load(data_file) | |
#loop through each of the rows and assign the attributes to variables | |
a = {} | |
for tweet in range(max_tweets): | |
longitude = reader['features'][tweet]['geometry']['coordinates'][0] | |
latitude = reader['features'][tweet]['geometry']['coordinates'][1] | |
for i in range(len(field)): | |
a.update({field[i]: str(reader['features'][tweet]['properties'][field[i]]) | |
.replace('\\', '').replace("u'", '').replace("'", '')}) | |
# create the point geometry | |
shp.point(float(longitude), float(latitude)) | |
# add attribute data | |
shp.record(\ | |
a['created_at'], a['id'], a['id_str'], a['text'], a['source'], a['truncated'], \ | |
a['in_reply_to_status_id'], a['in_reply_to_status_id_str'], \ | |
a['in_reply_to_user_id'], a['in_reply_to_user_id_str'], \ | |
a['in_reply_to_screen_name'], a['geo'], a['coordinates'], \ | |
a['place'], a['contributors'], a['is_quote_status'], a['retweet_count'], \ | |
a['favorite_count'], a['entities'], a['favorited'], a['retweeted'], \ | |
a['filter_level'], a['lang'], a['timestamp_ms']\ | |
) | |
if (tweet + 1) % 1000 == 0: | |
print_time('Shapefile', tweet + 1, max_tweets, max_tweets) | |
shp.save(file_name) # save the Shapefile | |
prj = open(file_name + '.prj', 'w') # create the .prj file | |
epsg = getWKT_PRJ('4326') # call the function and supply the epsg code | |
prj.write(epsg) | |
prj.close() | |
print 'Shapefile: Done' |
не знаю, що за єресь ти тут (141) намагався зробити, але код пожна й простіше писати:
for fld in field:
a[fld] = str(reader['features'][tweet]['properties'][fld]).replace('\\', '').replace("u'", '').replace("'", '')
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з файлом працювати отак: