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| 1 #!/usr/bin/env python |
| 2 # Copyright 2012 Kodi Arfer |
| 3 # |
| 4 # Permission is hereby granted, free of charge, to any person obtaining a |
| 5 # copy of this software and associated documentation files (the |
| 6 # "Software"), to deal in the Software without restriction, including |
| 7 # without limitation the rights to use, copy, modify, merge, publish, dis- |
| 8 # tribute, sublicense, and/or sell copies of the Software, and to permit |
| 9 # persons to whom the Software is furnished to do so, subject to the fol- |
| 10 # lowing conditions: |
| 11 # |
| 12 # The above copyright notice and this permission notice shall be included |
| 13 # in all copies or substantial portions of the Software. |
| 14 # |
| 15 # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS |
| 16 # OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABIL- |
| 17 # ITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT |
| 18 # SHALL THE AUTHOR BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, |
| 19 # WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| 20 # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS |
| 21 |
| 22 import argparse # Hence, Python 2.7 is required. |
| 23 import sys |
| 24 import os.path |
| 25 import string |
| 26 import inspect |
| 27 import datetime, calendar |
| 28 import json |
| 29 import boto.mturk.connection, boto.mturk.price, boto.mturk.question, boto.mturk.
qualification |
| 30 |
| 31 # -------------------------------------------------- |
| 32 # Globals |
| 33 # ------------------------------------------------- |
| 34 |
| 35 interactive = False |
| 36 con = None |
| 37 mturk_website = None |
| 38 |
| 39 default_nicknames_path = os.path.expanduser('~/.boto_mturkcli_hit_nicknames') |
| 40 nicknames = {} |
| 41 nickname_pool = set(string.ascii_lowercase) |
| 42 |
| 43 time_units = dict( |
| 44 s = 1, |
| 45 min = 60, |
| 46 h = 60 * 60, |
| 47 d = 24 * 60 * 60) |
| 48 |
| 49 qual_requirements = dict( |
| 50 Adult = '00000000000000000060', |
| 51 Locale = '00000000000000000071', |
| 52 NumberHITsApproved = '00000000000000000040', |
| 53 PercentAssignmentsSubmitted = '00000000000000000000', |
| 54 PercentAssignmentsAbandoned = '00000000000000000070', |
| 55 PercentAssignmentsReturned = '000000000000000000E0', |
| 56 PercentAssignmentsApproved = '000000000000000000L0', |
| 57 PercentAssignmentsRejected = '000000000000000000S0') |
| 58 |
| 59 qual_comparators = {v : k for k, v in dict( |
| 60 LessThan = '<', LessThanOrEqualTo = '<=', |
| 61 GreaterThan = '>', GreaterThanOrEqualTo = '>=', |
| 62 EqualTo = '==', NotEqualTo = '!=', |
| 63 Exists = 'exists').items()} |
| 64 |
| 65 example_config_file = '''Example configuration file: |
| 66 |
| 67 { |
| 68 "title": "Pick your favorite color", |
| 69 "description": "In this task, you are asked to pick your favorite color.", |
| 70 "reward": 0.50, |
| 71 "assignments": 10, |
| 72 "duration": "20 min", |
| 73 "keywords": ["color", "favorites", "survey"], |
| 74 "lifetime": "7 d", |
| 75 "approval_delay": "14 d", |
| 76 "qualifications": [ |
| 77 "PercentAssignmentsApproved > 90", |
| 78 "Locale == US", |
| 79 "2ARFPLSP75KLA8M8DH1HTEQVJT3SY6 exists" |
| 80 ], |
| 81 "question_url": "http://example.com/myhit", |
| 82 "question_frame_height": 450 |
| 83 }''' |
| 84 |
| 85 # -------------------------------------------------- |
| 86 # Subroutines |
| 87 # -------------------------------------------------- |
| 88 |
| 89 def unjson(path): |
| 90 with open(path) as o: |
| 91 return json.load(o) |
| 92 |
| 93 def add_argparse_arguments(parser): |
| 94 parser.add_argument('-P', '--production', |
| 95 dest = 'sandbox', action = 'store_false', default = True, |
| 96 help = 'use the production site (default: use the sandbox)') |
| 97 parser.add_argument('--nicknames', |
| 98 dest = 'nicknames_path', metavar = 'PATH', |
| 99 default = default_nicknames_path, |
| 100 help = 'where to store HIT nicknames (default: {})'.format( |
| 101 default_nicknames_path)) |
| 102 |
| 103 def init_by_args(args): |
| 104 init(args.sandbox, args.nicknames_path) |
| 105 |
| 106 def init(sandbox = False, nicknames_path = default_nicknames_path): |
| 107 global con, mturk_website, nicknames, original_nicknames |
| 108 |
| 109 mturk_website = 'workersandbox.mturk.com' if sandbox else 'www.mturk.com' |
| 110 con = boto.mturk.connection.MTurkConnection( |
| 111 host = 'mechanicalturk.sandbox.amazonaws.com' if sandbox else 'mechanica
lturk.amazonaws.com') |
| 112 |
| 113 try: |
| 114 nicknames = unjson(nicknames_path) |
| 115 except IOError: |
| 116 nicknames = {} |
| 117 original_nicknames = nicknames.copy() |
| 118 |
| 119 def save_nicknames(nicknames_path = default_nicknames_path): |
| 120 if nicknames != original_nicknames: |
| 121 with open(nicknames_path, 'w') as o: |
| 122 json.dump(nicknames, o, sort_keys = True, indent = 4) |
| 123 print >>o |
| 124 |
| 125 def parse_duration(s): |
| 126 '''Parses durations like "2 d", "48 h", "2880 min", |
| 127 "172800 s", or "172800".''' |
| 128 x = s.split() |
| 129 return int(x[0]) * time_units['s' if len(x) == 1 else x[1]] |
| 130 def display_duration(n): |
| 131 for unit, m in sorted(time_units.items(), key = lambda x: -x[1]): |
| 132 if n % m == 0: |
| 133 return '{} {}'.format(n / m, unit) |
| 134 |
| 135 def parse_qualification(inp): |
| 136 '''Parses qualifications like "PercentAssignmentsApproved > 90", |
| 137 "Locale == US", and "2ARFPLSP75KLA8M8DH1HTEQVJT3SY6 exists".''' |
| 138 inp = inp.split() |
| 139 name, comparator, value = inp.pop(0), inp.pop(0), (inp[0] if len(inp) else N
one) |
| 140 qtid = qual_requirements.get(name) |
| 141 if qtid is None: |
| 142 # Treat "name" as a Qualification Type ID. |
| 143 qtid = name |
| 144 if qtid == qual_requirements['Locale']: |
| 145 return boto.mturk.qualification.LocaleRequirement( |
| 146 qual_comparators[comparator], |
| 147 value, |
| 148 required_to_preview = False) |
| 149 return boto.mturk.qualification.Requirement( |
| 150 qtid, |
| 151 qual_comparators[comparator], |
| 152 value, |
| 153 required_to_preview = qtid == qual_requirements['Adult']) |
| 154 # Thus required_to_preview is true only for the |
| 155 # Worker_Adult requirement. |
| 156 |
| 157 def preview_url(hit): |
| 158 return 'https://{}/mturk/preview?groupId={}'.format( |
| 159 mturk_website, hit.HITTypeId) |
| 160 |
| 161 def parse_timestamp(s): |
| 162 '''Takes a timestamp like "2012-11-24T16:34:41Z". |
| 163 |
| 164 Returns a datetime object in the local time zone.''' |
| 165 return datetime.datetime.fromtimestamp( |
| 166 calendar.timegm( |
| 167 datetime.datetime.strptime(s, '%Y-%m-%dT%H:%M:%SZ').timetuple())) |
| 168 |
| 169 def get_hitid(nickname_or_hitid): |
| 170 return nicknames.get(nickname_or_hitid) or nickname_or_hitid |
| 171 |
| 172 def get_nickname(hitid): |
| 173 for k, v in nicknames.items(): |
| 174 if v == hitid: |
| 175 return k |
| 176 return None |
| 177 |
| 178 def display_datetime(dt): |
| 179 return dt.strftime('%e %b %Y, %l:%M %P') |
| 180 |
| 181 def display_hit(hit, verbose = False): |
| 182 et = parse_timestamp(hit.Expiration) |
| 183 return '\n'.join([ |
| 184 '{} - {} ({}, {}, {})'.format( |
| 185 get_nickname(hit.HITId), |
| 186 hit.Title, |
| 187 hit.FormattedPrice, |
| 188 display_duration(int(hit.AssignmentDurationInSeconds)), |
| 189 hit.HITStatus), |
| 190 'HIT ID: ' + hit.HITId, |
| 191 'Type ID: ' + hit.HITTypeId, |
| 192 'Group ID: ' + hit.HITGroupId, |
| 193 'Preview: ' + preview_url(hit), |
| 194 'Created {} {}'.format( |
| 195 display_datetime(parse_timestamp(hit.CreationTime)), |
| 196 'Expired' if et <= datetime.datetime.now() else |
| 197 'Expires ' + display_datetime(et)), |
| 198 'Assignments: {} -- {} avail, {} pending, {} reviewable, {} reviewed'.fo
rmat( |
| 199 hit.MaxAssignments, |
| 200 hit.NumberOfAssignmentsAvailable, |
| 201 hit.NumberOfAssignmentsPending, |
| 202 int(hit.MaxAssignments) - (int(hit.NumberOfAssignmentsAvailable) + i
nt(hit.NumberOfAssignmentsPending) + int(hit.NumberOfAssignmentsCompleted)), |
| 203 hit.NumberOfAssignmentsCompleted) |
| 204 if hasattr(hit, 'NumberOfAssignmentsAvailable') |
| 205 else 'Assignments: {} total'.format(hit.MaxAssignments), |
| 206 # For some reason, SearchHITs includes the |
| 207 # NumberOfAssignmentsFoobar fields but GetHIT doesn't. |
| 208 ] + ([] if not verbose else [ |
| 209 '\nDescription: ' + hit.Description, |
| 210 '\nKeywords: ' + hit.Keywords |
| 211 ])) + '\n' |
| 212 |
| 213 def digest_assignment(a): |
| 214 return dict( |
| 215 answers = {str(x.qid): str(x.fields[0]) for x in a.answers[0]}, |
| 216 **{k: str(getattr(a, k)) for k in ( |
| 217 'AcceptTime', 'SubmitTime', |
| 218 'HITId', 'AssignmentId', 'WorkerId', |
| 219 'AssignmentStatus')}) |
| 220 |
| 221 # -------------------------------------------------- |
| 222 # Commands |
| 223 # -------------------------------------------------- |
| 224 |
| 225 def get_balance(): |
| 226 return con.get_account_balance() |
| 227 |
| 228 def show_hit(hit): |
| 229 return display_hit(con.get_hit(hit)[0], verbose = True) |
| 230 |
| 231 def list_hits(): |
| 232 'Lists your 10 most recently created HITs, with the most recent last.' |
| 233 return '\n'.join(reversed(map(display_hit, con.search_hits( |
| 234 sort_by = 'CreationTime', |
| 235 sort_direction = 'Descending', |
| 236 page_size = 10)))) |
| 237 |
| 238 def make_hit(title, description, keywords, reward, question_url, question_frame_
height, duration, assignments, approval_delay, lifetime, qualifications = []): |
| 239 r = con.create_hit( |
| 240 title = title, |
| 241 description = description, |
| 242 keywords = con.get_keywords_as_string(keywords), |
| 243 reward = con.get_price_as_price(reward), |
| 244 question = boto.mturk.question.ExternalQuestion( |
| 245 question_url, |
| 246 question_frame_height), |
| 247 duration = parse_duration(duration), |
| 248 qualifications = boto.mturk.qualification.Qualifications( |
| 249 map(parse_qualification, qualifications)), |
| 250 max_assignments = assignments, |
| 251 approval_delay = parse_duration(approval_delay), |
| 252 lifetime = parse_duration(lifetime)) |
| 253 nick = None |
| 254 available_nicks = nickname_pool - set(nicknames.keys()) |
| 255 if available_nicks: |
| 256 nick = min(available_nicks) |
| 257 nicknames[nick] = r[0].HITId |
| 258 if interactive: |
| 259 print 'Nickname:', nick |
| 260 print 'HIT ID:', r[0].HITId |
| 261 print 'Preview:', preview_url(r[0]) |
| 262 else: |
| 263 return r[0] |
| 264 |
| 265 def extend_hit(hit, assignments_increment = None, expiration_increment = None): |
| 266 con.extend_hit(hit, assignments_increment, expiration_increment) |
| 267 |
| 268 def expire_hit(hit): |
| 269 con.expire_hit(hit) |
| 270 |
| 271 def delete_hit(hit): |
| 272 '''Deletes a HIT using DisableHIT. |
| 273 |
| 274 Unreviewed assignments get automatically approved. Unsubmitted |
| 275 assignments get automatically approved upon submission. |
| 276 |
| 277 The API docs say DisableHIT doesn't work with Reviewable HITs, |
| 278 but apparently, it does.''' |
| 279 con.disable_hit(hit) |
| 280 global nicknames |
| 281 nicknames = {k: v for k, v in nicknames.items() if v != hit} |
| 282 |
| 283 def list_assignments(hit, only_reviewable = False): |
| 284 assignments = map(digest_assignment, con.get_assignments( |
| 285 hit_id = hit, |
| 286 page_size = 100, |
| 287 status = 'Submitted' if only_reviewable else None)) |
| 288 if interactive: |
| 289 print json.dumps(assignments, sort_keys = True, indent = 4) |
| 290 print ' '.join([a['AssignmentId'] for a in assignments]) |
| 291 print ' '.join([a['WorkerId'] + ',' + a['AssignmentId'] for a in assignm
ents]) |
| 292 else: |
| 293 return assignments |
| 294 |
| 295 def grant_bonus(message, amount, pairs): |
| 296 for worker, assignment in pairs: |
| 297 con.grant_bonus(worker, assignment, con.get_price_as_price(amount), mess
age) |
| 298 if interactive: print 'Bonused', worker |
| 299 |
| 300 def approve_assignments(message, assignments): |
| 301 for a in assignments: |
| 302 con.approve_assignment(a, message) |
| 303 if interactive: print 'Approved', a |
| 304 |
| 305 def reject_assignments(message, assignments): |
| 306 for a in assignments: |
| 307 con.reject_assignment(a, message) |
| 308 if interactive: print 'Rejected', a |
| 309 |
| 310 def unreject_assignments(message, assignments): |
| 311 for a in assignments: |
| 312 con.approve_rejected_assignment(a, message) |
| 313 if interactive: print 'Unrejected', a |
| 314 |
| 315 def notify_workers(subject, text, workers): |
| 316 con.notify_workers(workers, subject, text) |
| 317 |
| 318 # -------------------------------------------------- |
| 319 # Mainline code |
| 320 # -------------------------------------------------- |
| 321 |
| 322 if __name__ == '__main__': |
| 323 interactive = True |
| 324 |
| 325 parser = argparse.ArgumentParser() |
| 326 add_argparse_arguments(parser) |
| 327 subs = parser.add_subparsers() |
| 328 |
| 329 sub = subs.add_parser('bal', |
| 330 help = 'display your prepaid balance') |
| 331 sub.set_defaults(f = get_balance, a = lambda: []) |
| 332 |
| 333 sub = subs.add_parser('hit', |
| 334 help = 'get information about a HIT') |
| 335 sub.add_argument('hit', |
| 336 help = 'nickname or ID of the HIT to show') |
| 337 sub.set_defaults(f = show_hit, a = lambda: |
| 338 [get_hitid(args.hit)]) |
| 339 |
| 340 sub = subs.add_parser('hits', |
| 341 help = 'list all your HITs') |
| 342 sub.set_defaults(f = list_hits, a = lambda: []) |
| 343 |
| 344 sub = subs.add_parser('new', |
| 345 help = 'create a new HIT (external questions only)', |
| 346 epilog = example_config_file, |
| 347 formatter_class = argparse.RawDescriptionHelpFormatter) |
| 348 sub.add_argument('json_path', |
| 349 help = 'path to JSON configuration file for the HIT') |
| 350 sub.add_argument('-u', '--question-url', dest = 'question_url', |
| 351 metavar = 'URL', |
| 352 help = 'URL for the external question') |
| 353 sub.add_argument('-a', '--assignments', dest = 'assignments', |
| 354 type = int, metavar = 'N', |
| 355 help = 'number of assignments') |
| 356 sub.add_argument('-r', '--reward', dest = 'reward', |
| 357 type = float, metavar = 'PRICE', |
| 358 help = 'reward amount, in USD') |
| 359 sub.set_defaults(f = make_hit, a = lambda: dict( |
| 360 unjson(args.json_path).items() + [(k, getattr(args, k)) |
| 361 for k in ('question_url', 'assignments', 'reward') |
| 362 if getattr(args, k) is not None])) |
| 363 |
| 364 sub = subs.add_parser('extend', |
| 365 help = 'add assignments or time to a HIT') |
| 366 sub.add_argument('hit', |
| 367 help = 'nickname or ID of the HIT to extend') |
| 368 sub.add_argument('-a', '--assignments', dest = 'assignments', |
| 369 metavar = 'N', type = int, |
| 370 help = 'number of assignments to add') |
| 371 sub.add_argument('-t', '--time', dest = 'time', |
| 372 metavar = 'T', |
| 373 help = 'amount of time to add to the expiration date') |
| 374 sub.set_defaults(f = extend_hit, a = lambda: |
| 375 [get_hitid(args.hit), args.assignments, |
| 376 args.time and parse_duration(args.time)]) |
| 377 |
| 378 sub = subs.add_parser('expire', |
| 379 help = 'force a HIT to expire without deleting it') |
| 380 sub.add_argument('hit', |
| 381 help = 'nickname or ID of the HIT to expire') |
| 382 sub.set_defaults(f = expire_hit, a = lambda: |
| 383 [get_hitid(args.hit)]) |
| 384 |
| 385 sub = subs.add_parser('rm', |
| 386 help = 'delete a HIT') |
| 387 sub.add_argument('hit', |
| 388 help = 'nickname or ID of the HIT to delete') |
| 389 sub.set_defaults(f = delete_hit, a = lambda: |
| 390 [get_hitid(args.hit)]) |
| 391 |
| 392 sub = subs.add_parser('as', |
| 393 help = "list a HIT's submitted assignments") |
| 394 sub.add_argument('hit', |
| 395 help = 'nickname or ID of the HIT to get assignments for') |
| 396 sub.add_argument('-r', '--reviewable', dest = 'only_reviewable', |
| 397 action = 'store_true', |
| 398 help = 'show only unreviewed assignments') |
| 399 sub.set_defaults(f = list_assignments, a = lambda: |
| 400 [get_hitid(args.hit), args.only_reviewable]) |
| 401 |
| 402 for command, fun, helpmsg in [ |
| 403 ('approve', approve_assignments, 'approve assignments'), |
| 404 ('reject', reject_assignments, 'reject assignments'), |
| 405 ('unreject', unreject_assignments, 'approve previously rejected assi
gnments')]: |
| 406 sub = subs.add_parser(command, help = helpmsg) |
| 407 sub.add_argument('assignment', nargs = '+', |
| 408 help = 'ID of an assignment') |
| 409 sub.add_argument('-m', '--message', dest = 'message', |
| 410 metavar = 'TEXT', |
| 411 help = 'feedback message shown to workers') |
| 412 sub.set_defaults(f = fun, a = lambda: |
| 413 [args.message, args.assignment]) |
| 414 |
| 415 sub = subs.add_parser('bonus', |
| 416 help = 'give some workers a bonus') |
| 417 sub.add_argument('amount', type = float, |
| 418 help = 'bonus amount, in USD') |
| 419 sub.add_argument('message', |
| 420 help = 'the reason for the bonus (shown to workers in an email sent by M
Turk)') |
| 421 sub.add_argument('widaid', nargs = '+', |
| 422 help = 'a WORKER_ID,ASSIGNMENT_ID pair') |
| 423 sub.set_defaults(f = grant_bonus, a = lambda: |
| 424 [args.message, args.amount, |
| 425 [p.split(',') for p in args.widaid]]) |
| 426 |
| 427 sub = subs.add_parser('notify', |
| 428 help = 'send a message to some workers') |
| 429 sub.add_argument('subject', |
| 430 help = 'subject of the message') |
| 431 sub.add_argument('message', |
| 432 help = 'text of the message') |
| 433 sub.add_argument('worker', nargs = '+', |
| 434 help = 'ID of a worker') |
| 435 sub.set_defaults(f = notify_workers, a = lambda: |
| 436 [args.subject, args.message, args.worker]) |
| 437 |
| 438 args = parser.parse_args() |
| 439 |
| 440 init_by_args(args) |
| 441 |
| 442 f = args.f |
| 443 a = args.a() |
| 444 if isinstance(a, dict): |
| 445 # We do some introspective gymnastics so we can produce a |
| 446 # less incomprehensible error message if some arguments |
| 447 # are missing. |
| 448 spec = inspect.getargspec(f) |
| 449 missing = set(spec.args[: len(spec.args) - len(spec.defaults)]) - set(a.
keys()) |
| 450 if missing: |
| 451 raise ValueError('Missing arguments: ' + ', '.join(missing)) |
| 452 doit = lambda: f(**a) |
| 453 else: |
| 454 doit = lambda: f(*a) |
| 455 |
| 456 try: |
| 457 x = doit() |
| 458 except boto.mturk.connection.MTurkRequestError as e: |
| 459 print 'MTurk error:', e.error_message |
| 460 sys.exit(1) |
| 461 |
| 462 if x is not None: |
| 463 print x |
| 464 |
| 465 save_nicknames() |
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