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export_task_runs_10.py
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export_task_runs_10.py
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#! /usr/bin/python
import httplib2
import json
import csv
import datetime
import sys
import os
h = httplib2.Http(".cache")
TIME_FORMAT = "%Y-%m-%d-%H-%M-%S"
OUTDIR = './reports'
timestamp = datetime.datetime.now().strftime(TIME_FORMAT)
try:
os.makedirs(OUTDIR)
except OSError:
pass
def outfile (base, ext = 'csv'):
return os.path.join (OUTDIR, "%s-%s.%s" % (timestamp, base, ext))
def main (app):
resp, content = h.request("http://crowd.skytruth.org/app/%s/tasks/export?type=task&format=json" % app, "GET")
tasks = dict((task['id'], task)
for task in json.loads(content))
resp, content = h.request("http://crowd.skytruth.org/app/%s/tasks/export?type=task_run&format=json" % app, "GET")
for result in json.loads(content):
result['user'] = result['user_id'] or result['user_ip']
result['created'] = datetime.datetime.strptime(result['created'], '%Y-%m-%dT%H:%M:%S.%f')
result['finish_time'] = datetime.datetime.strptime(result['finish_time'], '%Y-%m-%dT%H:%M:%S.%f')
task = tasks[result['task_id']]
if 'results' not in task:
task['results'] = []
task['results'].append(result)
with open(outfile("full_results"), "w") as f:
fieldnames = ['id', 'siteID', 'year', 'county', 'url', 'answer', 'user', 'created', 'finished']
c = csv.DictWriter(f, fieldnames)
c.writeheader ()
for task in tasks.values():
if 'results' not in task: continue
taskid = task['id']
task_info = {
'id': task['id'],
'siteID': task['info'].get('siteID', 'UNKNOWN:%s' % task['id']),
'year': task['info'].get('year', 'UNKNOWN:%s' % task['id']),
'county': task['info'].get('county', 'UNKNOWN:%s' % task['id']),
'url': task['info'].get('url', 'UNKNOWN:%s' % task['id'])
}
for result in task['results']:
answer = {
'answer': result['info'].get('type',''),
'user': result['user'],
'created':result['created'].strftime(TIME_FORMAT),
'finished': result['finish_time'].strftime(TIME_FORMAT)
}
answer.update(task_info)
c.writerow(answer)
county_results = {}
with open(outfile("results"), "w") as f:
fieldnames = ['id', 'siteID', 'year', 'county', 'url', 'answer1', 'answer2', 'answer1_count', 'answer2_count', 'answer1_pct', 'answer2_pct', 'total_answers', 'max_answers', 'pct_complete', 'min_created', 'max_created']
c = csv.DictWriter(f, fieldnames)
c.writeheader ()
for task in tasks.values():
taskid = task['id']
task_info = {
'id': task['id'],
'siteID': task['info'].get('siteID', 'UNKNOWN:%s' % task['id']),
'year': task['info'].get('year', 'UNKNOWN:%s' % task['id']),
'county': task['info'].get('county', 'UNKNOWN:%s' % task['id']),
'url': task['info'].get('url', 'UNKNOWN:%s' % task['id'])
}
done = 0
n_answers = task['n_answers']
if 'results' in task:
answers = {}
min_created = None
max_created = None
for result in task['results']:
answer = result['info'].get('type','')
if answer not in answers:
answers[answer] = 1
else:
answers[answer] += 1
if min_created is None or min_created > result['created']:
min_created = result['created']
if max_created is None or max_created < result['created']:
max_created = result['created']
answers = answers.items()
answers.sort(lambda a, b: cmp(a[1], b[1]), reverse=True)
answers.append(('', 0))
answers.append(('', 0))
done = float(len(task['results']))
row = {
'answer1': answers[0][0],
'answer2': answers[1][0],
'answer1_count': answers[0][1],
'answer2_count': answers[1][1],
'answer1_pct': int(100 * answers[0][1] / done),
'answer2_pct': int(100 * answers[1][1] / done),
'total_answers': int(done),
'max_answers': n_answers,
'pct_complete': int (100 * done/ n_answers),
'min_created': min_created.strftime(TIME_FORMAT),
'max_created': max_created.strftime(TIME_FORMAT)
}
row.update(task_info)
else:
row = task_info
c.writerow (row)
county = row['county']
if not county in county_results:
county_results[county] = {'name': county, 'num_tasks': 0, 'done': 0, 'n_answers': 0}
county_results[county]['num_tasks'] += 1
county_results[county]['done'] += done
county_results[county]['n_answers'] += n_answers
with open(outfile("county_results"), "w") as f:
c = csv.writer(f)
c.writerow(['county', 'tasks', 'total_answers', 'max_answers', 'pct_complete'])
for county in county_results.values():
c.writerow([county['name'],county['num_tasks'],county['done'],county['n_answers'], min(100,int(100.0*county['done']/county['n_answers']))])
if len(sys.argv) != 2:
print "Usage: %s [app short name]" % sys.argv[0]
else:
main (sys.argv[1])