Newer
Older
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
{
"cells": [
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"from feproject.sample.helpers import get_AWS_DB_info"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [],
"source": [
"db_name, db_region, db_keyid, db_access_key = get_AWS_DB_info()"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"import boto3\n",
"session = boto3.Session(\n",
" aws_access_key_id = db_keyid,\n",
" aws_secret_access_key = db_access_key\n",
")\n",
"\n",
"dynamo_resource = session.resource(\n",
" db_name,\n",
" region_name=db_region\n",
")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"doc-example-table-movies\n",
"json_test\n"
]
}
],
"source": [
"tables = []\n",
"for table in dynamo_resource.tables.all():\n",
" print(table.name)\n",
" tables.append(table)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [],
"source": [
"movies = dynamo_resource.Table('doc-example-table-movies')"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Item': {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Denzel Washington', 'Mark Wahlberg', 'Paula Patton'],\n",
" 'release_date': '2013-07-30T00:00:00Z',\n",
" 'plot': 'A DEA agent and a naval intelligence officer find themselves on the run after a botched attempt to infiltrate a drug cartel. While fleeing, they learn the secret of their shaky alliance: Neither knew that the other was an undercover agent.',\n",
" 'genres': ['Action', 'Comedy', 'Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ5MTgzNDg4OF5BMl5BanBnXkFtZTcwMjAyODEzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Baltasar Kormakur'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('62'),\n",
" 'running_time_secs': Decimal('6540')},\n",
" 'title': '2 Guns'},\n",
" 'ResponseMetadata': {'RequestId': '05RF022VVIH3GL66VLADRE20I7VV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
" 'HTTPStatusCode': 200,\n",
" 'HTTPHeaders': {'server': 'Server',\n",
" 'date': 'Wed, 22 May 2024 21:50:40 GMT',\n",
" 'content-type': 'application/x-amz-json-1.0',\n",
" 'content-length': '779',\n",
" 'connection': 'keep-alive',\n",
" 'x-amzn-requestid': '05RF022VVIH3GL66VLADRE20I7VV4KQNSO5AEMVJF66Q9ASUAAJG',\n",
" 'x-amz-crc32': '2663942632'},\n",
" 'RetryAttempts': 0}}"
]
},
"execution_count": 4,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"movies.get_item(Key={'year': 2013, 'title': '2 Guns'})"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"{'Items': [{'year': Decimal('2013'),\n",
" 'info': {'actors': ['Chiwetel Ejiofor',\n",
" 'Michael K. Williams',\n",
" 'Michael Fassbender'],\n",
" 'release_date': '2013-08-30T00:00:00Z',\n",
" 'plot': 'In the antebellum United States, Solomon Northup, a free black man from upstate New York, is abducted and sold into slavery.',\n",
" 'genres': ['Biography', 'Drama', 'History'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjExMTEzODkyN15BMl5BanBnXkFtZTcwNTU4NTc4OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Steve McQueen'],\n",
" 'rating': Decimal('7.7'),\n",
" 'rank': Decimal('44'),\n",
" 'running_time_secs': Decimal('7980')},\n",
" 'title': '12 Years a Slave'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Denzel Washington', 'Mark Wahlberg', 'Paula Patton'],\n",
" 'release_date': '2013-07-30T00:00:00Z',\n",
" 'plot': 'A DEA agent and a naval intelligence officer find themselves on the run after a botched attempt to infiltrate a drug cartel. While fleeing, they learn the secret of their shaky alliance: Neither knew that the other was an undercover agent.',\n",
" 'genres': ['Action', 'Comedy', 'Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ5MTgzNDg4OF5BMl5BanBnXkFtZTcwMjAyODEzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Baltasar Kormakur'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('62'),\n",
" 'running_time_secs': Decimal('6540')},\n",
" 'title': '2 Guns'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Chadwick Boseman', 'T.R. Knight', 'Harrison Ford'],\n",
" 'release_date': '2013-04-12T00:00:00Z',\n",
" 'plot': 'The life story of Jackie Robinson and his history-making signing with the Brooklyn Dodgers under the guidance of team executive Branch Rickey.',\n",
" 'genres': ['Biography', 'Drama', 'Sport'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQwMDU4MDI3MV5BMl5BanBnXkFtZTcwMjU1NDgyOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Brian Helgeland'],\n",
" 'rating': Decimal('7.5'),\n",
" 'rank': Decimal('229'),\n",
" 'running_time_secs': Decimal('7680')},\n",
" 'title': '42'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Domhnall Gleeson', 'Rachel McAdams', 'Bill Nighy'],\n",
" 'release_date': '2013-06-27T00:00:00Z',\n",
" 'plot': 'At the age of 21, Tim discovers he can travel in time and change what happens and has happened in his own life. His decision to make his world a better place by getting a girlfriend turns out not to be as easy as you might think.',\n",
" 'genres': ['Comedy', 'Drama', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA1ODUzMDA3NzFeQTJeQWpwZ15BbWU3MDgxMTYxNTk@._V1_SX400_.jpg',\n",
" 'directors': ['Richard Curtis'],\n",
" 'rating': Decimal('7.6'),\n",
" 'rank': Decimal('94'),\n",
" 'running_time_secs': Decimal('7380')},\n",
" 'title': 'About Time'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Naomi Watts', 'Robin Wright', 'Xavier Samuel'],\n",
" 'release_date': '2013-01-18T00:00:00Z',\n",
" 'plot': \"A pair of childhood friends and neighbors fall for each other's sons.\",\n",
" 'genres': ['Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjg5ODY2MzcwMF5BMl5BanBnXkFtZTcwODEwNjQ3OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Anne Fontaine'],\n",
" 'rating': Decimal('6.1'),\n",
" 'rank': Decimal('205'),\n",
" 'running_time_secs': Decimal('6000')},\n",
" 'title': 'Adore'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jaden Smith', 'David Denman', 'Will Smith'],\n",
" 'release_date': '2013-05-01T00:00:00Z',\n",
" 'plot': \"A crash landing leaves Kitai Raige and his father Cypher stranded on Earth, a millennium after events forced humanity's escape. With Cypher injured, Kitai must embark on a perilous journey to signal for help.\",\n",
" 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3MzQyMjkwMl5BMl5BanBnXkFtZTcwMDk2OTE0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['M. Night Shyamalan'],\n",
" 'rating': Decimal('4.9'),\n",
" 'rank': Decimal('17'),\n",
" 'running_time_secs': Decimal('6000')},\n",
" 'title': 'After Earth'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Christian Bale', 'Amy Adams', 'Bradley Cooper'],\n",
" 'release_date': '2013-12-13T00:00:00Z',\n",
" 'plot': 'The story of a con artist and his partner in crime, who were forced to work with a federal agent to turn the tables on other cons, mobsters, and politicians - namely, the volatile mayor of impoverished Camden, New Jersey.',\n",
" 'genres': ['Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjkyNDY3Mzg2Ml5BMl5BanBnXkFtZTgwMzU0OTYzMDE@._V1_SX400_.jpg',\n",
" 'directors': ['David O. Russell'],\n",
" 'rank': Decimal('203')},\n",
" 'title': 'American Hustle'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Will Ferrell', 'Christina Applegate', 'Paul Rudd'],\n",
" 'release_date': '2013-12-19T00:00:00Z',\n",
" 'plot': \"With the 70s behind him, San Diego's top rated newsman, Ron Burgundy, returns to take New York's first 24-hour news channel by storm.\",\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM5NTY0NTUzOV5BMl5BanBnXkFtZTcwMDY2MzA3OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Adam McKay'],\n",
" 'rank': Decimal('182')},\n",
" 'title': 'Anchorman 2: The Legend Continues'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Keri Russell', 'JJ Feild', 'Jennifer Coolidge'],\n",
" 'release_date': '2013-01-18T00:00:00Z',\n",
" 'plot': 'Obsessed with [link=tt0112130], a woman travels to a [link=nm0000807] theme park in search for her perfect gentleman.',\n",
" 'genres': ['Comedy', 'Romance'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjE2MTUzMjgyNF5BMl5BanBnXkFtZTcwNjY4NDM4OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Jerusha Hess'],\n",
" 'rating': Decimal('5.8'),\n",
" 'rank': Decimal('260'),\n",
" 'running_time_secs': Decimal('5820')},\n",
" 'title': 'Austenland'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Johnny Knoxville', 'Jackson Nicoll', 'Spike Jonze'],\n",
" 'release_date': '2013-10-23T00:00:00Z',\n",
" 'plot': '86-year-old Irving Zisman is on a journey across America with the most unlikely companion: his 8 year-old grandson, Billy.',\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4NjIwMTI5OV5BMl5BanBnXkFtZTgwNjU1MTMyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Jeff Tremaine'],\n",
" 'rank': Decimal('160')},\n",
" 'title': 'Bad Grandpa'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Paula Patton', 'Taye Diggs', 'Jill Scott'],\n",
" 'release_date': '2013-09-27T00:00:00Z',\n",
" 'plot': 'Pledging to keep herself from being the oldest and the only woman in her entire family never to wed, Montana embarks on a thirty-day, thirty-thousand-mile expedition to charm a potential suitor into becoming her fiance.',\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjIyNDU4NTY3M15BMl5BanBnXkFtZTcwOTA3MDA1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['David E. Talbert'],\n",
" 'rating': Decimal('4.1'),\n",
" 'rank': Decimal('84'),\n",
" 'running_time_secs': Decimal('5760')},\n",
" 'title': 'Baggage Claim'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Josh Holloway', 'Laz Alonso', 'Josh Peck'],\n",
" 'release_date': '2013-09-19T00:00:00Z',\n",
" 'plot': \"Battle of the Year attracts all the best teams from around the world, but the Americans haven't won in fifteen years. Dante enlists Blake to assemble a team of the best dancers and bring the Trophy back to America where it started.\",\n",
" 'genres': ['Music'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTY2OTcyNzM3NF5BMl5BanBnXkFtZTgwNzgxMjkxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Benson Lee'],\n",
" 'rating': Decimal('3.5'),\n",
" 'rank': Decimal('37'),\n",
" 'running_time_secs': Decimal('6600')},\n",
" 'title': 'Battle of the Year'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Matt Damon', 'Scott Bakula', 'Eric Zuckerman'],\n",
" 'release_date': '2013-05-21T00:00:00Z',\n",
" 'plot': 'Based on the autobiographical novel, the tempestuous 6-year relationship between Liberace and his (much younger) lover, Scott Thorson, is recounted.',\n",
" 'genres': ['Biography', 'Drama', 'Romance'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0OTY2OTM0OF5BMl5BanBnXkFtZTcwMTk4OTQ1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Steven Soderbergh'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('38'),\n",
" 'running_time_secs': Decimal('7080')},\n",
" 'title': 'Behind the Candelabra'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Stana Katic', 'Radha Mitchell', 'Kate Bosworth'],\n",
" 'release_date': '2013-01-23T00:00:00Z',\n",
" 'plot': \"A recounting of Jack Kerouac's (here known by the name of his fictional alter-ego Jack Duluoz) three sojourns to the cabin in Big Sur, owned by poet Lawrence Ferlinghetti.\",\n",
" 'genres': ['Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI3MDU0MDY2MF5BMl5BanBnXkFtZTgwNDY3NjUzMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Michael Polish'],\n",
" 'rating': Decimal('6.3'),\n",
" 'rank': Decimal('119'),\n",
" 'running_time_secs': Decimal('6000')},\n",
" 'title': 'Big Sur'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Cate Blanchett', 'Alec Baldwin', 'Peter Sarsgaard'],\n",
" 'release_date': '2013-07-26T00:00:00Z',\n",
" 'plot': \"A New York socialite, deeply troubled and in denial, arrives in San Francisco to impose upon her sister. She looks a million, but isn't bringing money, peace, or love...\",\n",
" 'genres': ['Comedy', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc0ODk5MzEyMV5BMl5BanBnXkFtZTcwMzI0MDY1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Woody Allen'],\n",
" 'rating': Decimal('7.8'),\n",
" 'rank': Decimal('58'),\n",
" 'running_time_secs': Decimal('5880')},\n",
" 'title': 'Blue Jasmine'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jonathan Groff', \"Denis O'Hare\", 'Corey Stoll'],\n",
" 'release_date': '2013-01-20T00:00:00Z',\n",
" 'plot': 'A cocky young man travels to Oregon to work on an apple farm. Out of his element, he finds his lifestyle and notions being picked apart by everyone who crosses his path.',\n",
" 'genres': ['Comedy', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTExODkwNTAzODBeQTJeQWpwZ15BbWU3MDAzNzE4OTk@._V1_SX400_.jpg',\n",
" 'directors': ['Kyle Patrick Alvarez'],\n",
" 'rating': Decimal('4.8'),\n",
" 'rank': Decimal('262'),\n",
" 'running_time_secs': Decimal('5280')},\n",
" 'title': 'C.O.G.'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Malin Akerman', 'Stana Katic', 'Johnny Galecki'],\n",
" 'release_date': '2013-09-05T00:00:00Z',\n",
" 'plot': 'A look at the New York City punk-rock scene and the venerable nightclub, CBGB.',\n",
" 'genres': ['Drama', 'History', 'Music'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg1NDcxODY0OV5BMl5BanBnXkFtZTgwOTgwMzQxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Randall Miller'],\n",
" 'rating': Decimal('6.3'),\n",
" 'rank': Decimal('154')},\n",
" 'title': 'CBGB'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Tom Hanks', 'Barkhad Abdi', 'Barkhad Abdirahman'],\n",
" 'release_date': '2013-09-27T00:00:00Z',\n",
" 'plot': 'The true story of Captain Richard Phillips and the 2009 hijacking by Somali pirates of the US-flagged MV Maersk Alabama, the first American cargo ship to be hijacked in two hundred years.',\n",
" 'genres': ['Action', 'Biography', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQzNzExMDg3Ml5BMl5BanBnXkFtZTgwODU1NzEzMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Paul Greengrass'],\n",
" 'rating': Decimal('6.7'),\n",
" 'rank': Decimal('101'),\n",
" 'running_time_secs': Decimal('8040')},\n",
" 'title': 'Captain Phillips'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Chloe Grace Moretz', 'Julianne Moore', 'Judy Greer'],\n",
" 'release_date': '2013-10-07T00:00:00Z',\n",
" 'plot': 'A reimagining of the classic horror tale about Carrie White, a shy girl outcast by her peers and sheltered by her deeply religious mother, who unleashes telekinetic terror on her small town after being pushed too far at her senior prom.',\n",
" 'genres': ['Drama', 'Horror'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc1MDIyOTkxN15BMl5BanBnXkFtZTgwMTU1NzEzMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Kimberly Peirce'],\n",
" 'rank': Decimal('31')},\n",
" 'title': 'Carrie'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Bill Hader', 'Anna Faris', 'Will Forte'],\n",
" 'release_date': '2013-09-26T00:00:00Z',\n",
" 'plot': \"Flint Lockwood now works at The Live Corp Company for his idol Chester V. But he's forced to leave his post when he learns that his most infamous machine is still operational and is churning out menacing food-animal hybrids.\",\n",
" 'genres': ['Animation', 'Comedy', 'Family', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTYzNDM0MDI1NF5BMl5BanBnXkFtZTcwNzQ5NzYxOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Cody Cameron', 'Kris Pearn'],\n",
" 'rating': Decimal('6.7'),\n",
" 'rank': Decimal('29'),\n",
" 'running_time_secs': Decimal('5700')},\n",
" 'title': 'Cloudy with a Chance of Meatballs 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Chantal Quesnelle',\n",
" 'Fiona Dourif',\n",
" 'Danielle Bisutti'],\n",
" 'release_date': '2013-08-02T00:00:00Z',\n",
" 'plot': \"After her mother's mysterious death, Nica begins to suspect that the talking, red-haired doll her visiting niece has been playing with may be the key to recent bloodshed and chaos.\",\n",
" 'genres': ['Horror', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjkxMjM0MDE3OF5BMl5BanBnXkFtZTcwMDQ3NzI4OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Don Mancini'],\n",
" 'rating': Decimal('5.7'),\n",
" 'rank': Decimal('24'),\n",
" 'running_time_secs': Decimal('5820')},\n",
" 'title': 'Curse of Chucky'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Steve Carell', 'Kristen Wiig', 'Benjamin Bratt'],\n",
" 'release_date': '2013-06-16T00:00:00Z',\n",
" 'plot': 'Gru is recruited by the Anti-Villain League to help deal with a powerful new super criminal.',\n",
" 'genres': ['Animation',\n",
" 'Adventure',\n",
" 'Comedy',\n",
" 'Crime',\n",
" 'Family',\n",
" 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTg4NTk2OTg5N15BMl5BanBnXkFtZTcwMDk1MzI2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Pierre Coffin', 'Chris Renaud'],\n",
" 'rating': Decimal('7.7'),\n",
" 'rank': Decimal('55'),\n",
" 'running_time_secs': Decimal('5880')},\n",
" 'title': 'Despicable Me 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jude Law', 'Richard E. Grant', 'Demian Bichir'],\n",
" 'release_date': '2013-09-08T00:00:00Z',\n",
" 'plot': \"After spending 12 years in prison for keeping his mouth shut, notorious safe-cracker Dom Hemingway is back on the streets of London looking to collect what he's owed.\",\n",
" 'genres': ['Comedy', 'Crime', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTczMDYzOTAwM15BMl5BanBnXkFtZTgwMDg5OTgwMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Richard Shepard'],\n",
" 'rating': Decimal('6.9'),\n",
" 'rank': Decimal('51'),\n",
" 'running_time_secs': Decimal('5580')},\n",
" 'title': 'Dom Hemingway'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Matt Damon', 'Jodie Foster', 'Sharlto Copley'],\n",
" 'release_date': '2013-08-07T00:00:00Z',\n",
" 'plot': 'Set in the year 2154, where the very wealthy live on a man-made space station while the rest of the population resides on a ruined Earth, a man takes on a mission that could bring equality to the polarized worlds.',\n",
" 'genres': ['Action', 'Drama', 'Sci-Fi', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNDc2NjU0MTcwNV5BMl5BanBnXkFtZTcwMjg4MDg2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Neill Blomkamp'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('28'),\n",
" 'running_time_secs': Decimal('6540')},\n",
" 'title': 'Elysium'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Liam Hemsworth', 'Michael Angarano', 'Dwayne Johnson'],\n",
" 'release_date': '2013-03-19T00:00:00Z',\n",
" 'plot': 'A drama centered on two childhood friends who plan to rob an armored car depository, and the NYPD officer who stands in their way.',\n",
" 'genres': ['Action', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjExOTY4MDEzNF5BMl5BanBnXkFtZTcwNzIyMTY3OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Dito Montiel'],\n",
" 'rating': Decimal('5'),\n",
" 'rank': Decimal('132'),\n",
" 'running_time_secs': Decimal('5640')},\n",
" 'title': 'Empire State'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Harrison Ford', 'Asa Butterfield', 'Hailee Steinfeld'],\n",
" 'release_date': '2013-10-24T00:00:00Z',\n",
" 'plot': '70 years after a horrific alien war, an unusually gifted child is sent to an advanced military school in space to prepare for a future invasion.',\n",
" 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAzMzI5OTgzMl5BMl5BanBnXkFtZTgwMTU5MTAwMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Gavin Hood'],\n",
" 'rank': Decimal('59'),\n",
" 'running_time_secs': Decimal('6840')},\n",
" 'title': \"Ender's Game\"},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Julia Louis-Dreyfus',\n",
" 'James Gandolfini',\n",
" 'Catherine Keener'],\n",
" 'release_date': '2013-09-07T00:00:00Z',\n",
" 'plot': \"A divorced woman who decides to pursue the man she's interested in learns he's her new friend's ex-husband.\",\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI2MjIwMDk2Ml5BMl5BanBnXkFtZTcwNTQ1MzQ5OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Nicole Holofcener'],\n",
" 'rating': Decimal('7.5'),\n",
" 'rank': Decimal('148'),\n",
" 'running_time_secs': Decimal('5580')},\n",
" 'title': 'Enough Said'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Amanda Seyfried',\n",
" 'Josh Hutcherson',\n",
" 'Beyonce Knowles'],\n",
" 'release_date': '2013-05-15T00:00:00Z',\n",
" 'plot': 'A teenager finds herself transported to a deep forest setting where a battle between the forces of good and the forces of evil is taking place. She bands together with a rag-tag group characters in order to save their world -- and ours.',\n",
" 'genres': ['Animation', 'Adventure', 'Family', 'Fantasy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTgyNDYwNzE5NV5BMl5BanBnXkFtZTcwMzUyODM5OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Chris Wedge'],\n",
" 'rating': Decimal('6.6'),\n",
" 'rank': Decimal('47'),\n",
" 'running_time_secs': Decimal('6120')},\n",
" 'title': 'Epic'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Sylvester Stallone',\n",
" 'Arnold Schwarzenegger',\n",
" '50 Cent'],\n",
" 'release_date': '2013-07-18T00:00:00Z',\n",
" 'plot': 'When a structural-security authority finds himself incarcerated in a prison he designed, he has to put his skills to escape and find out who framed him.',\n",
" 'genres': ['Action', 'Mystery', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk3OTcxMTEyNl5BMl5BanBnXkFtZTcwMDQ4MjQ2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Mikael Hafstrom'],\n",
" 'rating': Decimal('7.6'),\n",
" 'rank': Decimal('27'),\n",
" 'running_time_secs': Decimal('6960')},\n",
" 'title': 'Escape Plan'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Roy Abramsohn', 'Elena Schuber', 'Katelynn Rodriguez'],\n",
" 'release_date': '2013-01-18T00:00:00Z',\n",
" 'plot': \"In a world of fake castles and anthropomorphic rodents, an epic battle begins when an unemployed father's sanity is challenged by a chance encounter with two underage girls on holiday.\",\n",
" 'genres': ['Drama', 'Fantasy', 'Horror'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTIxNjcxOTgxM15BMl5BanBnXkFtZTgwMjYzODEzMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Randy Moore'],\n",
" 'rating': Decimal('5.9'),\n",
" 'rank': Decimal('146'),\n",
" 'running_time_secs': Decimal('5400')},\n",
" 'title': 'Escape from Tomorrow'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jane Levy', 'Shiloh Fernandez', 'Jessica Lucas'],\n",
" 'release_date': '2013-03-08T00:00:00Z',\n",
" 'plot': 'Five friends head to a remote cabin, where the discovery of a Book of the Dead leads them to unwittingly summon up demons living in the nearby woods. The evil presence possesses them until only one is left to fight for survival.',\n",
" 'genres': ['Horror'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNTQ3OTkwNTgyN15BMl5BanBnXkFtZTcwNTAzOTAzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Fede Alvarez'],\n",
" 'rating': Decimal('6.5'),\n",
" 'rank': Decimal('158'),\n",
" 'running_time_secs': Decimal('5460')},\n",
" 'title': 'Evil Dead'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['James McAvoy', 'Imogen Poots', 'Iain De Caestecker'],\n",
" 'release_date': '2013-09-16T00:00:00Z',\n",
" 'plot': 'A bipolar, bigoted junkie cop manipulates and hallucinates his way through the festive season in a bid to secure promotion and win back his wife and daughter.',\n",
" 'genres': ['Comedy', 'Crime', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BODc3MjY5NTQxNl5BMl5BanBnXkFtZTcwNTQxMzczOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Jon S. Baird'],\n",
" 'rating': Decimal('7.2'),\n",
" 'rank': Decimal('144'),\n",
" 'running_time_secs': Decimal('5820')},\n",
" 'title': 'Filth'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Kristen Bell', 'Josh Gad', 'Idina Menzel'],\n",
" 'release_date': '2013-11-20T00:00:00Z',\n",
" 'plot': \"Fearless optimist Anna teams up with Kristoff in an epic journey, encountering Everest-like conditions, and a hilarious snowman named Olaf in a race to find Anna's sister Elsa, whose icy powers have trapped the kingdom in eternal winter.\",\n",
" 'genres': ['Animation',\n",
" 'Action',\n",
" 'Adventure',\n",
" 'Comedy',\n",
" 'Family',\n",
" 'Fantasy',\n",
" 'Musical',\n",
" 'Mystery',\n",
" 'Romance',\n",
" 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQ1MjQwMTE5OF5BMl5BanBnXkFtZTgwNjk3MTcyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Chris Buck', 'Jennifer Lee'],\n",
" 'rank': Decimal('75')},\n",
" 'title': 'Frozen'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Vin Diesel', 'Paul Walker', 'Dwayne Johnson'],\n",
" 'release_date': '2013-05-07T00:00:00Z',\n",
" 'plot': 'Hobbs has Dom and Brian reassemble their crew in order to take down a mastermind who commands an organization of mercenary drivers across 12 countries. Payment? Full pardons for them all.',\n",
" 'genres': ['Action', 'Crime', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM3NTg2NDQzOF5BMl5BanBnXkFtZTcwNjc2NzQzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Justin Lin'],\n",
" 'rating': Decimal('7.2'),\n",
" 'rank': Decimal('42'),\n",
" 'running_time_secs': Decimal('7800')},\n",
" 'title': 'Furious 6'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Dwayne Johnson', 'Channing Tatum', 'Adrianne Palicki'],\n",
" 'release_date': '2013-03-11T00:00:00Z',\n",
" 'plot': 'The G.I. Joes are not only fighting their mortal enemy Cobra; they are forced to contend with threats from within the government that jeopardize their very existence.',\n",
" 'genres': ['Action', 'Adventure', 'Sci-Fi', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNzk5ODM0OTQ0N15BMl5BanBnXkFtZTcwODg2ODE4OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Jon M. Chu'],\n",
" 'rating': Decimal('5.8'),\n",
" 'rank': Decimal('178'),\n",
" 'running_time_secs': Decimal('6600')},\n",
" 'title': 'G.I. Joe: Retaliation'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Sean Penn', 'Ryan Gosling', 'Emma Stone'],\n",
" 'release_date': '2013-01-07T00:00:00Z',\n",
" 'plot': 'Los Angeles, 1949: A secret crew of police officers led by two determined sergeants work together in an effort to take down the ruthless mob king Mickey Cohen who runs the city.',\n",
" 'genres': ['Action', 'Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTcwMjAyMTUzMl5BMl5BanBnXkFtZTcwODgxNzk1OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Ruben Fleischer'],\n",
" 'rating': Decimal('6.7'),\n",
" 'rank': Decimal('265'),\n",
" 'running_time_secs': Decimal('6780')},\n",
" 'title': 'Gangster Squad'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Arnold Schwarzenegger',\n",
" 'Mickey Rourke',\n",
" 'Michael Jai White'],\n",
" 'release_date': '2013-09-20T00:00:00Z',\n",
" 'plot': 'A documentary that follows top bodybuilders as they train to compete in the Mr. Olympia competition.',\n",
" 'genres': ['Documentary', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3NDcxNjIzMF5BMl5BanBnXkFtZTgwMzM1NDAxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Vlad Yudin'],\n",
" 'rating': Decimal('6.7'),\n",
" 'rank': Decimal('240'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'Generation Iron'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Carlos Santos', 'J.R. Villarreal', 'Tony Cavalero'],\n",
" 'release_date': '2013-01-20T00:00:00Z',\n",
" 'plot': 'Two roommates deathly afraid of ghosts both fall in love with a girl who believes their home is haunted.',\n",
" 'genres': ['Comedy', 'Horror'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BOTYwODQ3NzUyOV5BMl5BanBnXkFtZTgwNjAxNDcyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Ben Peyser', 'Scott Rutherford'],\n",
" 'rating': Decimal('4.3'),\n",
" 'rank': Decimal('70'),\n",
" 'running_time_secs': Decimal('6420')},\n",
" 'title': 'Ghost Team One'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Sandra Bullock', 'George Clooney', 'Ed Harris'],\n",
" 'release_date': '2013-08-28T00:00:00Z',\n",
" 'plot': 'A medical engineer and an astronaut work together to survive after an accident leaves them adrift in space.',\n",
" 'genres': ['Drama', 'Sci-Fi', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BNjE5MzYwMzYxMF5BMl5BanBnXkFtZTcwOTk4MTk0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Alfonso Cuaron'],\n",
" 'rating': Decimal('8.2'),\n",
" 'rank': Decimal('12'),\n",
" 'running_time_secs': Decimal('5400')},\n",
" 'title': 'Gravity'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Adam Sandler', 'Kevin James', 'Chris Rock'],\n",
" 'release_date': '2013-07-11T00:00:00Z',\n",
" 'plot': 'After moving his family back to his hometown to be with his friends and their kids, Lenny finds out that between old bullies, new bullies, schizo bus drivers, drunk cops on skis, and 400 costumed party crashers sometimes crazy follows you.',\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTgwNTI2MDI0OF5BMl5BanBnXkFtZTcwMTk5MDg0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Dennis Dugan'],\n",
" 'rating': Decimal('5.2'),\n",
" 'rank': Decimal('98'),\n",
" 'running_time_secs': Decimal('6060')},\n",
" 'title': 'Grown Ups 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jeremy Renner', 'Gemma Arterton', 'Peter Stormare'],\n",
" 'release_date': '2013-01-17T00:00:00Z',\n",
" 'plot': 'Hansel & Gretel are bounty hunters who track and kill witches all over the world. As the fabled Blood Moon approaches, the siblings encounter a new form of evil that might hold a secret to their past.',\n",
" 'genres': ['Action', 'Fantasy', 'Horror'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA4MDQwODg2NV5BMl5BanBnXkFtZTcwNTc5ODc2OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Tommy Wirkola'],\n",
" 'rating': Decimal('6.1'),\n",
" 'rank': Decimal('234'),\n",
" 'running_time_secs': Decimal('5280')},\n",
" 'title': 'Hansel & Gretel: Witch Hunters'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['James Franco', 'Jason Statham', 'Rachelle Lefevre'],\n",
" 'release_date': '2013-11-27T00:00:00Z',\n",
" 'plot': 'A former DEA agent moves his family to a quiet town, where he soon tangles with a local meth druglord.',\n",
" 'genres': ['Action', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUwOTAzNzAwMl5BMl5BanBnXkFtZTgwOTc1NDIyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Gary Fleder'],\n",
" 'rank': Decimal('211')},\n",
" 'title': 'Homefront'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jason Statham', 'Agata Buzek', 'Vicky McClure'],\n",
" 'release_date': '2013-05-09T00:00:00Z',\n",
" 'plot': \"Homeless and on the run from a military court martial, a damaged ex-special forces soldier navigating London's criminal underworld seizes an opportunity to assume another man's identity -- transforming into an avenging angel in the process.\",\n",
" 'genres': ['Action', 'Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI0ODc3NjI4NV5BMl5BanBnXkFtZTcwOTc3MzI1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Steven Knight'],\n",
" 'rating': Decimal('6.2'),\n",
" 'rank': Decimal('93'),\n",
" 'running_time_secs': Decimal('6000')},\n",
" 'title': 'Hummingbird'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jemma Dallender', 'Yavor Baharov', 'Joe Absolom'],\n",
" 'release_date': '2013-08-25T00:00:00Z',\n",
" 'genres': ['Crime', 'Horror', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc1Nzk3NjM0M15BMl5BanBnXkFtZTgwMjM5MzYyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Steven R. Monroe'],\n",
" 'rating': Decimal('5.5'),\n",
" 'rank': Decimal('36'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'I Spit on Your Grave 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Patrick Wilson', 'Rose Byrne', 'Barbara Hershey'],\n",
" 'release_date': '2013-09-13T00:00:00Z',\n",
" 'plot': 'The haunted Lambert family seeks to uncover the mysterious childhood secret that has left them dangerously connected to the spirit world.',\n",
" 'genres': ['Horror', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0OTA5ODIxNF5BMl5BanBnXkFtZTcwNTUzNDg4OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['James Wan'],\n",
" 'rating': Decimal('7.1'),\n",
" 'rank': Decimal('7'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'Insidious: Chapter 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Robert Downey Jr.', 'Guy Pearce', 'Gwyneth Paltrow'],\n",
" 'release_date': '2013-04-18T00:00:00Z',\n",
" 'plot': \"When Tony Stark's world is torn apart by a formidable terrorist called the Mandarin, he starts an odyssey of rebuilding and retribution.\",\n",
" 'genres': ['Action', 'Adventure', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjIzMzAzMjQyM15BMl5BanBnXkFtZTcwNzM2NjcyOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Shane Black'],\n",
" 'rating': Decimal('7.4'),\n",
" 'rank': Decimal('22'),\n",
" 'running_time_secs': Decimal('7800')},\n",
" 'title': 'Iron Man 3'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Michael C. Hall',\n",
" 'Elizabeth Olsen',\n",
" 'Daniel Radcliffe'],\n",
" 'release_date': '2013-01-18T00:00:00Z',\n",
" 'plot': 'A murder in 1944 draws together the great poets of the beat generation: Allen Ginsberg, Jack Kerouac and William Burroughs.',\n",
" 'genres': ['Biography', 'Drama', 'Romance', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA4MzAxMTE1N15BMl5BanBnXkFtZTgwMDY2OTIxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['John Krokidas'],\n",
" 'rating': Decimal('7.1'),\n",
" 'rank': Decimal('156'),\n",
" 'running_time_secs': Decimal('6240')},\n",
" 'title': 'Kill Your Darlings'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Mark Wahlberg', 'Ben Foster', 'Eric Bana'],\n",
" 'release_date': '2013-12-27T00:00:00Z',\n",
" 'plot': 'Based on the failed June 28, 2005 mission \"Operation Red Wings\". Four members of SEAL Team 10 were tasked with the mission to capture or kill notorious Taliban leader Ahmad Shahd. Marcus Luttrell was the only member of his team to survive.',\n",
" 'genres': ['Action', 'Drama', 'Thriller', 'War'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA0NTgwOTk5Ml5BMl5BanBnXkFtZTcwMjE3NDc5OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Peter Berg'],\n",
" 'rank': Decimal('246')},\n",
" 'title': 'Lone Survivor'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Danny Trejo', 'Alexa Vega', 'Mel Gibson'],\n",
" 'release_date': '2013-09-19T00:00:00Z',\n",
" 'plot': 'The U.S. government recruits Machete to battle his way through Mexico in order to take down an arms dealer who looks to launch a weapon into space.',\n",
" 'genres': ['Action', 'Crime', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjA2MzUxMTM3M15BMl5BanBnXkFtZTgwMzA2NzkxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Robert Rodriguez'],\n",
" 'rating': Decimal('6.3'),\n",
" 'rank': Decimal('43'),\n",
" 'running_time_secs': Decimal('6420')},\n",
" 'title': 'Machete Kills'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Henry Cavill', 'Amy Adams', 'Michael Shannon'],\n",
" 'release_date': '2013-06-10T00:00:00Z',\n",
" 'plot': 'A young itinerant worker is forced to confront his secret extraterrestrial heritage when Earth is invaded by members of his race.',\n",
" 'genres': ['Action', 'Adventure', 'Fantasy', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI5OTYzNjI0Ml5BMl5BanBnXkFtZTcwMzM1NDA1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Zack Snyder'],\n",
" 'rating': Decimal('7.6'),\n",
" 'rank': Decimal('69'),\n",
" 'running_time_secs': Decimal('8580')},\n",
" 'title': 'Man of Steel'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Dane DeHaan', 'James Hetfield', 'Lars Ulrich'],\n",
" 'release_date': '2013-09-09T00:00:00Z',\n",
" 'plot': \"Trip, a young roadie for Metallica, is sent on an urgent mission during the band's show. But what seems like a simple assignment turns into a surreal adventure.\",\n",
" 'genres': ['Action', 'Music'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjQwNjk5MTk4Ml5BMl5BanBnXkFtZTcwNTgwNDA5OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Nimrod Antal'],\n",
" 'rating': Decimal('7.8'),\n",
" 'rank': Decimal('49'),\n",
" 'running_time_secs': Decimal('5640')},\n",
" 'title': 'Metallica Through the Never'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Billy Crystal', 'John Goodman', 'Steve Buscemi'],\n",
" 'release_date': '2013-06-08T00:00:00Z',\n",
" 'plot': \"A look at the relationship between Mike and Sulley during their days at Monsters University -- when they weren't necessarily the best of friends.\",\n",
" 'genres': ['Animation', 'Adventure', 'Comedy', 'Family', 'Fantasy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyODgwMDU3M15BMl5BanBnXkFtZTcwOTM4MjcxOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Dan Scanlon'],\n",
" 'rating': Decimal('7.6'),\n",
" 'rank': Decimal('207'),\n",
" 'running_time_secs': Decimal('6240')},\n",
" 'title': 'Monsters University'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Emma Stone', 'Stephen Merchant', 'Richard Gere'],\n",
" 'release_date': '2013-01-01T00:00:00Z',\n",
" 'plot': 'A series of interconnected short films follows a washed-up producer as he pitches insane story lines featuring some of the biggest stars in Hollywood.',\n",
" 'genres': ['Comedy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4NzQ3NDM1Nl5BMl5BanBnXkFtZTcwNjEzMjM3OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Elizabeth Banks', 'Steven Brill', 'Steve Carr'],\n",
" 'rating': Decimal('4.4'),\n",
" 'rank': Decimal('174'),\n",
" 'running_time_secs': Decimal('5640')},\n",
" 'title': 'Movie 43'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Bruce Dern', 'Will Forte', 'June Squibb'],\n",
" 'release_date': '2013-05-23T00:00:00Z',\n",
" 'plot': 'An aging, booze-addled father makes the trip from Montana to Nebraska with his estranged son in order to claim a million dollar Mega Sweepstakes Marketing prize.',\n",
" 'genres': ['Adventure', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU2Mjk2NDkyMl5BMl5BanBnXkFtZTgwNTk0NzcyMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Alexander Payne'],\n",
" 'rating': Decimal('7.5'),\n",
" 'rank': Decimal('201'),\n",
" 'running_time_secs': Decimal('6900')},\n",
" 'title': 'Nebraska'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Eugenio Derbez', 'Karla Souza', 'Jessica Lindsey'],\n",
" 'release_date': '2013-08-30T00:00:00Z',\n",
" 'plot': 'A man who has made a new life for himself and the daughter left on his doorstep 6 years ago finds his family threatened when the birth mother resurfaces.',\n",
" 'genres': ['Comedy', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyNjI3ODI0N15BMl5BanBnXkFtZTcwMTQ1NTY5OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Eugenio Derbez'],\n",
" 'rating': Decimal('6.9'),\n",
" 'rank': Decimal('39'),\n",
" 'running_time_secs': Decimal('6900')},\n",
" 'title': 'No se Aceptan Devoluciones'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Jesse Eisenberg', 'Common', 'Mark Ruffalo'],\n",
" 'release_date': '2013-05-21T00:00:00Z',\n",
" 'plot': 'An FBI agent and an Interpol detective track a team of illusionists who pull off bank heists during their performances and reward their audiences with the money.',\n",
" 'genres': ['Crime', 'Mystery', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY0NDY3MDMxN15BMl5BanBnXkFtZTcwOTM5NzMzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Louis Leterrier'],\n",
" 'rating': Decimal('7.3'),\n",
" 'rank': Decimal('11'),\n",
" 'running_time_secs': Decimal('6900')},\n",
" 'title': 'Now You See Me'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Tom Cruise', 'Morgan Freeman', 'Andrea Riseborough'],\n",
" 'release_date': '2013-04-10T00:00:00Z',\n",
" 'plot': \"A veteran assigned to extract Earth's remaining resources begins to question what he knows about his mission and himself.\",\n",
" 'genres': ['Action', 'Adventure', 'Mystery', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQwMDY0MTA4MF5BMl5BanBnXkFtZTcwNzI3MDgxOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Joseph Kosinski'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('50'),\n",
" 'running_time_secs': Decimal('7440')},\n",
" 'title': 'Oblivion'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Josh Brolin', 'Elizabeth Olsen', 'Samuel L. Jackson'],\n",
" 'release_date': '2013-10-10T00:00:00Z',\n",
" 'plot': 'Obsessed with vengeance, a man sets out to find out why he was kidnapped and locked up into solitary confinement for 20 years without reason.',\n",
" 'genres': ['Action', 'Drama', 'Mystery', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NTEwMzI5OV5BMl5BanBnXkFtZTgwMDQ4ODUwMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Spike Lee'],\n",
" 'rank': Decimal('26')},\n",
" 'title': 'Oldboy'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Gerard Butler', 'Aaron Eckhart', 'Morgan Freeman'],\n",
" 'release_date': '2013-03-20T00:00:00Z',\n",
" 'plot': 'Disgraced former Presidential guard Mike Banning finds himself trapped inside the White House in the wake of a terrorist attack; using his inside knowledge, Banning works with national security to rescue the President from his kidnappers.',\n",
" 'genres': ['Action', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTkxNjIyNjE5OF5BMl5BanBnXkFtZTcwMTI3NzkxOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Antoine Fuqua'],\n",
" 'rating': Decimal('6.4'),\n",
" 'rank': Decimal('92'),\n",
" 'running_time_secs': Decimal('7200')},\n",
" 'title': 'Olympus Has Fallen'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['James Corden', 'Colm Meaney', 'Mackenzie Crook'],\n",
" 'release_date': '2013-09-09T00:00:00Z',\n",
" 'plot': 'The true story of Paul Potts, a shy, bullied shop assistant by day and an amateur opera singer by night who became a phenomenon after being chosen for -- and ultimately winning -- \"Britain\\'s Got Talent\".',\n",
" 'genres': ['Biography', 'Comedy', 'Music'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU4NzkxMzY2Nl5BMl5BanBnXkFtZTgwMjM5NDYxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['David Frankel'],\n",
" 'rating': Decimal('5.2'),\n",
" 'rank': Decimal('218'),\n",
" 'running_time_secs': Decimal('6180')},\n",
" 'title': 'One Chance'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Liam Payne', 'Harry Styles', 'Zayn Malik'],\n",
" 'release_date': '2013-08-20T00:00:00Z',\n",
" 'plot': \"A look at Niall, Zayn, Liam, Louis, and Harry's meteoric rise to fame, from their humble hometown beginnings and competing on the X-Factor, to conquering the world and performing at London's famed O2 Arena.\",\n",
" 'genres': ['Documentary', 'Music'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NTIxNzg3Nl5BMl5BanBnXkFtZTcwMzc5MDE0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Morgan Spurlock'],\n",
" 'rating': Decimal('3.1'),\n",
" 'rank': Decimal('129'),\n",
" 'running_time_secs': Decimal('5520')},\n",
" 'title': 'One Direction: This Is Us'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Ryan Gosling',\n",
" 'Kristin Scott Thomas',\n",
" 'Vithaya Pansringarm'],\n",
" 'release_date': '2013-05-22T00:00:00Z',\n",
" 'plot': \"Julian, a drug-smuggler thriving in Bangkok's criminal underworld, sees his life get even more complicated when his mother compels him to find and kill whoever is responsible for his brother's recent death.\",\n",
" 'genres': ['Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMzE5NzcxMTk5NF5BMl5BanBnXkFtZTcwNjE2MDg2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Nicolas Winding Refn'],\n",
" 'rating': Decimal('6'),\n",
" 'rank': Decimal('157'),\n",
" 'running_time_secs': Decimal('5400')},\n",
" 'title': 'Only God Forgives'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['James Franco', 'Michelle Williams', 'Rachel Weisz'],\n",
" 'release_date': '2013-02-14T00:00:00Z',\n",
" 'plot': 'A small-time magician is swept away to an enchanted land and is forced into a power struggle between three witches.',\n",
" 'genres': ['Adventure', 'Family', 'Fantasy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjMyMzQ1ODM1MF5BMl5BanBnXkFtZTcwMjE2MTQxOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Sam Raimi'],\n",
" 'rating': Decimal('6.5'),\n",
" 'rank': Decimal('172'),\n",
" 'running_time_secs': Decimal('7800')},\n",
" 'title': 'Oz the Great and Powerful'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Idris Elba', 'Charlie Hunnam', 'Rinko Kikuchi'],\n",
" 'release_date': '2013-07-02T00:00:00Z',\n",
" 'plot': 'As a war between humankind and monstrous sea creatures wages on, a former pilot and a trainee are paired up to drive a seemingly obsolete special weapon in a desperate effort to save the world from the apocalypse.',\n",
" 'genres': ['Action', 'Adventure', 'Fantasy', 'Sci-Fi'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTY3MTI5NjQ4Nl5BMl5BanBnXkFtZTcwOTU1OTU0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Guillermo del Toro'],\n",
" 'rating': Decimal('7.5'),\n",
" 'rank': Decimal('81'),\n",
" 'running_time_secs': Decimal('7860')},\n",
" 'title': 'Pacific Rim'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Mark Wahlberg', 'Dwayne Johnson', 'Anthony Mackie'],\n",
" 'release_date': '2013-04-11T00:00:00Z',\n",
" 'plot': 'A trio of bodybuilders in Florida get caught up in an extortion ring and a kidnapping scheme that goes terribly wrong.',\n",
" 'genres': ['Comedy', 'Crime', 'Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU0NDE5NTU0OV5BMl5BanBnXkFtZTcwMzI1OTMzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Michael Bay'],\n",
" 'rating': Decimal('6.5'),\n",
" 'rank': Decimal('61'),\n",
" 'running_time_secs': Decimal('7740')},\n",
" 'title': 'Pain & Gain'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Liam Hemsworth', 'Gary Oldman', 'Harrison Ford'],\n",
" 'release_date': '2013-08-15T00:00:00Z',\n",
" 'plot': \"An entry-level employee at a powerful corporation finds himself occupying a corner office, but at a dangerous price: he must spy on his boss's old mentor to secure for him a multi-billion dollar advantage.\",\n",
" 'genres': ['Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUyNjYwMTYwM15BMl5BanBnXkFtZTcwNDA4NTc2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Robert Luketic'],\n",
" 'rating': Decimal('4.8'),\n",
" 'rank': Decimal('254'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'Paranoia'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Zac Efron', 'Tom Welling', 'Billy Bob Thornton'],\n",
" 'release_date': '2013-09-01T00:00:00Z',\n",
" 'plot': \"A recounting of the chaotic events that occurred at Dallas' Parkland Hospital on the day U.S. President John F. Kennedy was assassinated.\",\n",
" 'genres': ['Drama'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjE2NjkwNDE2MF5BMl5BanBnXkFtZTgwNDY5ODIxMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Peter Landesman'],\n",
" 'rating': Decimal('5.6'),\n",
" 'rank': Decimal('208'),\n",
" 'running_time_secs': Decimal('5580')},\n",
" 'title': 'Parkland'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Logan Lerman',\n",
" 'Alexandra Daddario',\n",
" 'Brandon T. Jackson'],\n",
" 'release_date': '2013-08-07T00:00:00Z',\n",
" 'plot': 'In order to restore their dying safe haven, the son of Poseidon and his friends embark on a quest to the Sea of Monsters to find the mythical Golden Fleece while trying to stop an ancient evil from rising.',\n",
" 'genres': ['Adventure', 'Family', 'Fantasy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTUwODUyODI0Nl5BMl5BanBnXkFtZTcwNzAxODY2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Thor Freudenthal'],\n",
" 'rating': Decimal('6.5'),\n",
" 'rank': Decimal('85'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'Percy Jackson: Sea of Monsters'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Carlos Alazraqui', 'Dane Cook', 'Stacy Keach'],\n",
" 'release_date': '2013-08-05T00:00:00Z',\n",
" 'plot': 'A cropdusting plane with a fear of heights lives his dream of competing in a famous around-the-world aerial race.',\n",
" 'genres': ['Animation', 'Adventure', 'Comedy', 'Family'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAwODc5NzYzOF5BMl5BanBnXkFtZTcwNTk4MjEzOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Klay Hall'],\n",
" 'rating': Decimal('5.2'),\n",
" 'rank': Decimal('100'),\n",
" 'running_time_secs': Decimal('5460')},\n",
" 'title': 'Planes'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Hugh Jackman', 'Jake Gyllenhaal', 'Viola Davis'],\n",
" 'release_date': '2013-08-30T00:00:00Z',\n",
" 'plot': \"When Keller Dover's daughter and her friend go missing, he takes matters into his own hands as the police pursue multiple leads and the pressure mounts. But just how far will this desperate father go to protect his family?\",\n",
" 'genres': ['Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg0NTIzMjQ1NV5BMl5BanBnXkFtZTcwNDc3MzM5OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Denis Villeneuve'],\n",
" 'rating': Decimal('8.2'),\n",
" 'rank': Decimal('3'),\n",
" 'running_time_secs': Decimal('9180')},\n",
" 'title': 'Prisoners'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Ryan Reynolds', 'Jeff Bridges', 'Mary-Louise Parker'],\n",
" 'release_date': '2013-07-17T00:00:00Z',\n",
" 'plot': 'A recently slain cop joins a team of undead police officers working for the Rest in Peace Department and tries to find the man who murdered him.',\n",
" 'genres': ['Action', 'Comedy', 'Crime', 'Fantasy'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTM5OTYxNzE5N15BMl5BanBnXkFtZTcwMDU1MTQ4OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Robert Schwentke'],\n",
" 'rating': Decimal('5.4'),\n",
" 'rank': Decimal('79'),\n",
" 'running_time_secs': Decimal('5760')},\n",
" 'title': 'R.I.P.D.'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Bruce Willis', 'Helen Mirren', 'John Malkovich'],\n",
" 'release_date': '2013-07-18T00:00:00Z',\n",
" 'plot': 'Retired C.I.A. agent Frank Moses reunites his unlikely team of elite operatives for a global quest to track down a missing portable nuclear device.',\n",
" 'genres': ['Action', 'Comedy', 'Crime', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjI2ODQ4ODY3Nl5BMl5BanBnXkFtZTcwNTc2NzE1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Dean Parisot'],\n",
" 'rating': Decimal('7'),\n",
" 'rank': Decimal('181'),\n",
" 'running_time_secs': Decimal('6960')},\n",
" 'title': 'Red 2'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Vin Diesel', 'Karl Urban', 'Katee Sackhoff'],\n",
" 'release_date': '2013-09-04T00:00:00Z',\n",
" 'plot': \"Left for dead on a sun-scorched planet, Riddick finds himself up against an alien race of predators. Activating an emergency beacon alerts two ships: one carrying a new breed of mercenary, the other captained by a man from Riddick's past.\",\n",
" 'genres': ['Action', 'Sci-Fi', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTk5NzYwMzQ4MV5BMl5BanBnXkFtZTcwMjE5MTI1OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['David Twohy'],\n",
" 'rating': Decimal('6.8'),\n",
" 'rank': Decimal('14'),\n",
" 'running_time_secs': Decimal('7140')},\n",
" 'title': 'Riddick'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Hailee Steinfeld', 'Douglas Booth', 'Damian Lewis'],\n",
" 'release_date': '2013-09-24T00:00:00Z',\n",
" 'plot': 'When the star-crossed lovers of two enemy families meet, forbidden love ensues.',\n",
" 'genres': ['Drama', 'Romance'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTA3MjQwOTg4MTheQTJeQWpwZ15BbWU3MDM3NDE0OTk@._V1_SX400_.jpg',\n",
" 'directors': ['Carlo Carlei'],\n",
" 'rating': Decimal('5'),\n",
" 'rank': Decimal('152'),\n",
" 'running_time_secs': Decimal('7080')},\n",
" 'title': 'Romeo and Juliet'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Ben Affleck', 'Justin Timberlake', 'Gemma Arterton'],\n",
" 'release_date': '2013-09-25T00:00:00Z',\n",
" 'plot': 'When a poor college student who cracks an online poker game goes bust, he arranges a face-to-face with the man he thinks cheated him, a sly offshore entrepreneur.',\n",
" 'genres': ['Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTU5OTA0MjI4Ml5BMl5BanBnXkFtZTgwMTgxOTQwMDE@._V1_SX400_.jpg',\n",
" 'directors': ['Brad Furman'],\n",
" 'rating': Decimal('5.4'),\n",
" 'rank': Decimal('35'),\n",
" 'running_time_secs': Decimal('5460')},\n",
" 'title': 'Runner Runner'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Daniel Bruhl', 'Chris Hemsworth', 'Olivia Wilde'],\n",
" 'release_date': '2013-09-02T00:00:00Z',\n",
" 'plot': 'A re-creation of the merciless 1970s rivalry between Formula One rivals James Hunt and Niki Lauda.',\n",
" 'genres': ['Action', 'Biography', 'Drama', 'Sport'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTQyMDE0MTY0OV5BMl5BanBnXkFtZTcwMjI2OTI0OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Ron Howard'],\n",
" 'rating': Decimal('8.3'),\n",
" 'rank': Decimal('2'),\n",
" 'running_time_secs': Decimal('7380')},\n",
" 'title': 'Rush'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Julianne Hough', 'Josh Duhamel', 'Cobie Smulders'],\n",
" 'release_date': '2013-02-13T00:00:00Z',\n",
" 'plot': 'A young woman with a mysterious past lands in Southport, North Carolina where her bond with a widower forces her to confront the dark secret that haunts her.',\n",
" 'genres': ['Drama', 'Mystery', 'Romance', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTg4MzcxODA3OV5BMl5BanBnXkFtZTcwMTYzNDkwOQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Lasse Hallstrom'],\n",
" 'rating': Decimal('6.4'),\n",
" 'rank': Decimal('126'),\n",
" 'running_time_secs': Decimal('6900')},\n",
" 'title': 'Safe Haven'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Josh Duhamel', 'Dan Fogler', 'Miracle Laurie'],\n",
" 'release_date': '2013-03-09T00:00:00Z',\n",
" 'plot': \"Tensions rise between lifelong friends Mitchell and Carter after their truck breaks down on an isolated desert road as they start to attack each other's life decisions with unwavering brutality.\",\n",
" 'genres': ['Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMjAyNjIyOTU0M15BMl5BanBnXkFtZTcwNTUwOTI2OQ@@._V1_SX400_.jpg',\n",
" 'directors': ['Kevin Goetz', 'Michael Goetz'],\n",
" 'rating': Decimal('6.3'),\n",
" 'rank': Decimal('166')},\n",
" 'title': 'Scenic Route'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Rooney Mara', 'Channing Tatum', 'Jude Law'],\n",
" 'release_date': '2013-02-08T00:00:00Z',\n",
" 'plot': \"A young woman's world unravels when a drug prescribed by her psychiatrist has unexpected side effects.\",\n",
" 'genres': ['Crime', 'Drama', 'Thriller'],\n",
" 'image_url': 'http://ia.media-imdb.com/images/M/MV5BMTc2MzY0NDAwOF5BMl5BanBnXkFtZTcwMTE1Mzc4OA@@._V1_SX400_.jpg',\n",
" 'directors': ['Steven Soderbergh'],\n",
" 'rating': Decimal('7.1'),\n",
" 'rank': Decimal('116'),\n",
" 'running_time_secs': Decimal('6360')},\n",
" 'title': 'Side Effects'},\n",
" {'year': Decimal('2013'),\n",
" 'info': {'actors': ['Chris Pine', 'Zachary Quinto', 'Zoe Saldana'],\n",
" 'release_date': '2013-05-02T00:00:00Z',\n",