2 from __future__
import unicode_literals
8 from hashlib
import sha1
9 from math
import pow, sqrt
, floor
10 from .common
import InfoExtractor
11 from .vrv
import VRVIE
12 from ..compat
import (
14 compat_etree_fromstring
,
15 compat_urllib_parse_urlencode
,
16 compat_urllib_request
,
38 class CrunchyrollBaseIE(InfoExtractor
):
39 _LOGIN_URL
= 'https://www.crunchyroll.com/login'
40 _LOGIN_FORM
= 'login_form'
41 _NETRC_MACHINE
= 'crunchyroll'
43 def _call_rpc_api(self
, method
, video_id
, note
=None, data
=None):
45 data
['req'] = 'RpcApi' + method
46 data
= compat_urllib_parse_urlencode(data
).encode('utf-8')
47 return self
._download
_xml
(
48 'http://www.crunchyroll.com/xml/',
49 video_id
, note
, fatal
=False, data
=data
, headers
={
50 'Content-Type': 'application/x-www-form-urlencoded',
54 username
, password
= self
._get
_login
_info
()
58 self
._download
_webpage
(
59 'https://www.crunchyroll.com/?a=formhandler',
60 None, 'Logging in', 'Wrong login info',
61 data
=urlencode_postdata({
62 'formname': 'RpcApiUser_Login',
63 'next_url': 'https://www.crunchyroll.com/acct/membership',
69 login_page = self._download_webpage(
70 self._LOGIN_URL, None, 'Downloading login page')
72 def is_logged(webpage):
73 return '<title>Redirecting' in webpage
76 if is_logged(login_page):
79 login_form_str = self._search_regex(
80 r'(?P<form><form[^>]+?id=(["\'])%s\2[^>]*>)' % self._LOGIN_FORM,
81 login_page, 'login form', group='form')
83 post_url = extract_attributes(login_form_str).get('action')
85 post_url = self._LOGIN_URL
86 elif not post_url.startswith('http'):
87 post_url = compat_urlparse.urljoin(self._LOGIN_URL, post_url)
89 login_form = self._form_hidden_inputs(self._LOGIN_FORM, login_page)
92 'login_form[name]': username,
93 'login_form[password]': password,
96 response = self._download_webpage(
97 post_url, None, 'Logging in', 'Wrong login info',
98 data=urlencode_postdata(login_form),
99 headers={'Content-Type': 'application/x-www-form-urlencoded'})
102 if is_logged(response):
105 error = self._html_search_regex(
106 '(?s)<ul[^>]+class=["\']messages["\'][^>]*>(.+?)</ul>',
107 response, 'error message', default=None)
109 raise ExtractorError('Unable to login: %s' % error, expected=True)
111 raise ExtractorError('Unable to log in')
114 def _real_initialize(self
):
117 def _download_webpage(self
, url_or_request
, *args
, **kwargs
):
118 request
= (url_or_request
if isinstance(url_or_request
, compat_urllib_request
.Request
)
119 else sanitized_Request(url_or_request
))
120 # Accept-Language must be set explicitly to accept any language to avoid issues
121 # similar to https://github.com/rg3/youtube-dl/issues/6797.
122 # Along with IP address Crunchyroll uses Accept-Language to guess whether georestriction
123 # should be imposed or not (from what I can see it just takes the first language
124 # ignoring the priority and requires it to correspond the IP). By the way this causes
125 # Crunchyroll to not work in georestriction cases in some browsers that don't place
126 # the locale lang first in header. However allowing any language seems to workaround the issue.
127 request
.add_header('Accept-Language', '*')
128 return super(CrunchyrollBaseIE
, self
)._download
_webpage
(request
, *args
, **kwargs
)
131 def _add_skip_wall(url
):
132 parsed_url
= compat_urlparse
.urlparse(url
)
133 qs
= compat_urlparse
.parse_qs(parsed_url
.query
)
134 # Always force skip_wall to bypass maturity wall, namely 18+ confirmation message:
135 # > This content may be inappropriate for some people.
136 # > Are you sure you want to continue?
137 # since it's not disabled by default in crunchyroll account's settings.
138 # See https://github.com/rg3/youtube-dl/issues/7202.
139 qs
['skip_wall'] = ['1']
140 return compat_urlparse
.urlunparse(
141 parsed_url
._replace
(query
=compat_urllib_parse_urlencode(qs
, True)))
144 class CrunchyrollIE(CrunchyrollBaseIE
, VRVIE
):
145 IE_NAME
= 'crunchyroll'
146 _VALID_URL
= r
'https?://(?:(?P<prefix>www|m)\.)?(?P<url>crunchyroll\.(?:com|fr)/(?:media(?:-|/\?id=)|[^/]*/[^/?&]*?)(?P<video_id>[0-9]+))(?:[/?&]|$)'
148 'url': 'http://www.crunchyroll.com/wanna-be-the-strongest-in-the-world/episode-1-an-idol-wrestler-is-born-645513',
152 'title': 'Wanna be the Strongest in the World Episode 1 – An Idol-Wrestler is Born!',
153 'description': 'md5:2d17137920c64f2f49981a7797d275ef',
154 'thumbnail': r
're:^https?://.*\.jpg$',
155 'uploader': 'Yomiuri Telecasting Corporation (YTV)',
156 'upload_date': '20131013',
157 'url': 're:(?!.*&)',
161 'skip_download': True,
164 'url': 'http://www.crunchyroll.com/media-589804/culture-japan-1',
168 'title': 'Culture Japan Episode 1 – Rebuilding Japan after the 3.11',
169 'description': 'md5:2fbc01f90b87e8e9137296f37b461c12',
170 'thumbnail': r
're:^https?://.*\.jpg$',
171 'uploader': 'Danny Choo Network',
172 'upload_date': '20120213',
176 'skip_download': True,
178 'skip': 'Video gone',
180 'url': 'http://www.crunchyroll.com/rezero-starting-life-in-another-world-/episode-5-the-morning-of-our-promise-is-still-distant-702409',
184 'title': 'Re:ZERO -Starting Life in Another World- Episode 5 – The Morning of Our Promise Is Still Distant',
185 'description': 'md5:97664de1ab24bbf77a9c01918cb7dca9',
186 'thumbnail': r
're:^https?://.*\.jpg$',
187 'uploader': 'TV TOKYO',
188 'upload_date': '20160508',
192 'skip_download': True,
195 'url': 'http://www.crunchyroll.com/konosuba-gods-blessing-on-this-wonderful-world/episode-1-give-me-deliverance-from-this-judicial-injustice-727589',
199 'title': "KONOSUBA -God's blessing on this wonderful world! 2 Episode 1 – Give Me Deliverance From This Judicial Injustice!",
200 'description': 'md5:cbcf05e528124b0f3a0a419fc805ea7d',
201 'thumbnail': r
're:^https?://.*\.jpg$',
202 'uploader': 'Kadokawa Pictures Inc.',
203 'upload_date': '20170118',
204 'series': "KONOSUBA -God's blessing on this wonderful world!",
205 'season': "KONOSUBA -God's blessing on this wonderful world! 2",
207 'episode': 'Give Me Deliverance From This Judicial Injustice!',
212 'skip_download': True,
215 'url': 'http://www.crunchyroll.fr/girl-friend-beta/episode-11-goodbye-la-mode-661697',
216 'only_matching': True,
218 # geo-restricted (US), 18+ maturity wall, non-premium available
219 'url': 'http://www.crunchyroll.com/cosplay-complex-ova/episode-1-the-birth-of-the-cosplay-club-565617',
220 'only_matching': True,
222 # A description with double quotes
223 'url': 'http://www.crunchyroll.com/11eyes/episode-1-piros-jszaka-red-night-535080',
227 'title': '11eyes Episode 1 – Red Night ~ Piros éjszaka',
228 'description': 'Kakeru and Yuka are thrown into an alternate nightmarish world they call "Red Night".',
229 'uploader': 'Marvelous AQL Inc.',
230 'upload_date': '20091021',
233 # Just test metadata extraction
234 'skip_download': True,
237 # make sure we can extract an uploader name that's not a link
238 'url': 'http://www.crunchyroll.com/hakuoki-reimeiroku/episode-1-dawn-of-the-divine-warriors-606899',
242 'title': 'Hakuoki Reimeiroku Episode 1 – Dawn of the Divine Warriors',
243 'description': 'Ryunosuke was left to die, but Serizawa-san asked him a simple question "Do you want to live?"',
244 'uploader': 'Geneon Entertainment',
245 'upload_date': '20120717',
248 # just test metadata extraction
249 'skip_download': True,
252 # A video with a vastly different season name compared to the series name
253 'url': 'http://www.crunchyroll.com/nyarko-san-another-crawling-chaos/episode-1-test-590532',
257 'title': 'Haiyoru! Nyaruani (ONA) Episode 1 – Test',
258 'description': 'Mahiro and Nyaruko talk about official certification.',
259 'uploader': 'TV TOKYO',
260 'upload_date': '20120305',
261 'series': 'Nyarko-san: Another Crawling Chaos',
262 'season': 'Haiyoru! Nyaruani (ONA)',
265 # Just test metadata extraction
266 'skip_download': True,
269 'url': 'http://www.crunchyroll.com/media-723735',
270 'only_matching': True,
274 '360': ('60', '106'),
275 '480': ('61', '106'),
276 '720': ('62', '106'),
277 '1080': ('80', '108'),
280 def _decrypt_subtitles(self
, data
, iv
, id):
281 data
= bytes_to_intlist(compat_b64decode(data
))
282 iv
= bytes_to_intlist(compat_b64decode(iv
))
285 def obfuscate_key_aux(count
, modulo
, start
):
287 for _
in range(count
):
288 output
.append(output
[-1] + output
[-2])
289 # cut off start values
291 output
= list(map(lambda x
: x
% modulo
+ 33, output
))
294 def obfuscate_key(key
):
295 num1
= int(floor(pow(2, 25) * sqrt(6.9)))
296 num2
= (num1 ^ key
) << 5
298 num4
= num3 ^
(num3
>> 3) ^ num2
299 prefix
= intlist_to_bytes(obfuscate_key_aux(20, 97, (1, 2)))
300 shaHash
= bytes_to_intlist(sha1(prefix
+ str(num4
).encode('ascii')).digest())
301 # Extend 160 Bit hash to 256 Bit
302 return shaHash
+ [0] * 12
304 key
= obfuscate_key(id)
306 decrypted_data
= intlist_to_bytes(aes_cbc_decrypt(data
, key
, iv
))
307 return zlib
.decompress(decrypted_data
)
309 def _convert_subtitles_to_srt(self
, sub_root
):
312 for i
, event
in enumerate(sub_root
.findall('./events/event'), 1):
313 start
= event
.attrib
['start'].replace('.', ',')
314 end
= event
.attrib
['end'].replace('.', ',')
315 text
= event
.attrib
['text'].replace('\\N', '\n')
316 output
+= '%d\n%s --> %s\n%s\n\n' % (i
, start
, end
, text
)
319 def _convert_subtitles_to_ass(self
, sub_root
):
322 def ass_bool(strvalue
):
328 output
= '[Script Info]\n'
329 output
+= 'Title: %s\n' % sub_root
.attrib
['title']
330 output
+= 'ScriptType: v4.00+\n'
331 output
+= 'WrapStyle: %s\n' % sub_root
.attrib
['wrap_style']
332 output
+= 'PlayResX: %s\n' % sub_root
.attrib
['play_res_x']
333 output
+= 'PlayResY: %s\n' % sub_root
.attrib
['play_res_y']
336 Format: Name, Fontname, Fontsize, PrimaryColour, SecondaryColour, OutlineColour, BackColour, Bold, Italic, Underline, StrikeOut, ScaleX, ScaleY, Spacing, Angle, BorderStyle, Outline, Shadow, Alignment, MarginL, MarginR, MarginV, Encoding
338 for style
in sub_root
.findall('./styles/style'):
339 output
+= 'Style: ' + style
.attrib
['name']
340 output
+= ',' + style
.attrib
['font_name']
341 output
+= ',' + style
.attrib
['font_size']
342 output
+= ',' + style
.attrib
['primary_colour']
343 output
+= ',' + style
.attrib
['secondary_colour']
344 output
+= ',' + style
.attrib
['outline_colour']
345 output
+= ',' + style
.attrib
['back_colour']
346 output
+= ',' + ass_bool(style
.attrib
['bold'])
347 output
+= ',' + ass_bool(style
.attrib
['italic'])
348 output
+= ',' + ass_bool(style
.attrib
['underline'])
349 output
+= ',' + ass_bool(style
.attrib
['strikeout'])
350 output
+= ',' + style
.attrib
['scale_x']
351 output
+= ',' + style
.attrib
['scale_y']
352 output
+= ',' + style
.attrib
['spacing']
353 output
+= ',' + style
.attrib
['angle']
354 output
+= ',' + style
.attrib
['border_style']
355 output
+= ',' + style
.attrib
['outline']
356 output
+= ',' + style
.attrib
['shadow']
357 output
+= ',' + style
.attrib
['alignment']
358 output
+= ',' + style
.attrib
['margin_l']
359 output
+= ',' + style
.attrib
['margin_r']
360 output
+= ',' + style
.attrib
['margin_v']
361 output
+= ',' + style
.attrib
['encoding']
366 Format: Layer, Start, End, Style, Name, MarginL, MarginR, MarginV, Effect, Text
368 for event
in sub_root
.findall('./events/event'):
369 output
+= 'Dialogue: 0'
370 output
+= ',' + event
.attrib
['start']
371 output
+= ',' + event
.attrib
['end']
372 output
+= ',' + event
.attrib
['style']
373 output
+= ',' + event
.attrib
['name']
374 output
+= ',' + event
.attrib
['margin_l']
375 output
+= ',' + event
.attrib
['margin_r']
376 output
+= ',' + event
.attrib
['margin_v']
377 output
+= ',' + event
.attrib
['effect']
378 output
+= ',' + event
.attrib
['text']
383 def _extract_subtitles(self
, subtitle
):
384 sub_root
= compat_etree_fromstring(subtitle
)
387 'data': self
._convert
_subtitles
_to
_srt
(sub_root
),
390 'data': self
._convert
_subtitles
_to
_ass
(sub_root
),
393 def _get_subtitles(self
, video_id
, webpage
):
395 for sub_id
, sub_name
in re
.findall(r
'\bssid=([0-9]+)"[^>]+?\btitle="([^"]+)', webpage
):
396 sub_doc
= self
._call
_rpc
_api
(
397 'Subtitle_GetXml', video_id
,
398 'Downloading subtitles for ' + sub_name
, data
={
399 'subtitle_script_id': sub_id
,
403 sid
= sub_doc
.get('id')
404 iv
= xpath_text(sub_doc
, 'iv', 'subtitle iv')
405 data
= xpath_text(sub_doc
, 'data', 'subtitle data')
406 if not sid
or not iv
or not data
:
408 subtitle
= self
._decrypt
_subtitles
(data
, iv
, sid
).decode('utf-8')
409 lang_code
= self
._search
_regex
(r
'lang_code=["\']([^
"\']+)', subtitle, 'subtitle_lang_code', fatal=False)
412 subtitles[lang_code] = self._extract_subtitles(subtitle)
415 def _real_extract(self, url):
416 mobj = re.match(self._VALID_URL, url)
417 video_id = mobj.group('video_id')
419 if mobj.group('prefix') == 'm':
420 mobile_webpage = self._download_webpage(url, video_id, 'Downloading mobile webpage')
421 webpage_url = self._search_regex(r'<link rel="canonical
" href="([^
"]+)" />', mobile_webpage, 'webpage_url
')
423 webpage_url = 'http
://www
.' + mobj.group('url
')
425 webpage = self._download_webpage(
426 self._add_skip_wall(webpage_url), video_id,
427 headers=self.geo_verification_headers())
428 note_m = self._html_search_regex(
429 r'<div
class="showmedia-trailer-notice">(.+?
)</div
>',
430 webpage, 'trailer
-notice
', default='')
432 raise ExtractorError(note_m)
434 mobj = re.search(r'Page\
.messaging_box_controller\
.addItems\
(\
[(?P
<msg
>{.+?
})\
]\
)', webpage)
436 msg = json.loads(mobj.group('msg
'))
437 if msg.get('type') == 'error
':
438 raise ExtractorError('crunchyroll returned error
: %s' % msg['message_body
'], expected=True)
440 if 'To view this
, please log
in to verify you are
18 or older
.' in webpage:
441 self.raise_login_required()
443 media = self._parse_json(self._search_regex(
444 r'vilos\
.config\
.media\s
*=\s
*({.+?
});',
445 webpage, 'vilos media
', default='{}'), video_id)
446 media_metadata = media.get('metadata
') or {}
448 video_title = self._html_search_regex(
449 r'(?s
)<h1
[^
>]*>((?
:(?
!<h1
).)*?
<span
[^
>]+itemprop
=["\']title["\'][^
>]*>(?
:(?
!<h1
).)+?
)</h1
>',
450 webpage, 'video_title
')
451 video_title = re.sub(r' {2,}', ' ', video_title)
452 video_description = (self._parse_json(self._html_search_regex(
453 r'<script
[^
>]*>\s
*.+?\
[media_id
=%s\
].+?
({.+?
"description"\s
*:.+?
})\
);' % video_id,
454 webpage, 'description
', default='{}'), video_id) or media_metadata).get('description
')
455 if video_description:
456 video_description = lowercase_escape(video_description.replace(r'\r\n', '\n'))
457 video_upload_date = self._html_search_regex(
458 [r'<div
>Availability
for free users
:(.+?
)</div
>', r'<div
>[^
<>]+<span
>\s
*(.+?\d{4}
)\s
*</span
></div
>'],
459 webpage, 'video_upload_date
', fatal=False, flags=re.DOTALL)
460 if video_upload_date:
461 video_upload_date = unified_strdate(video_upload_date)
462 video_uploader = self._html_search_regex(
463 # try looking for both an uploader that's a link
and one that
's not
464 [r'<a
[^
>]+href
="/publisher/[^"]+"[^>]*>([^<]+)</a>', r'<div>\s*Publisher:\s*<span>\s*(.+?)\s*</span>\s*</div>'],
465 webpage, 'video_uploader', fatal=False)
468 for stream in media.get('streams', []):
469 formats.extend(self._extract_vrv_formats(
470 stream.get('url'), video_id, stream.get('format'),
471 stream.get('audio_lang'), stream.get('hardsub_lang')))
474 for a, fmt in re.findall(r'(<a[^>]+token=["\']showmedia\
.([0-9]{3,4})p
["\'][^>]+>)', webpage):
475 attrs = extract_attributes(a)
476 href = attrs.get('href')
477 if href and '/freetrial' in href:
479 available_fmts.append(fmt)
480 if not available_fmts:
481 for p in (r'token=["\']showmedia\
.([0-9]{3,4})p
"', r'showmedia\.([0-9]{3,4})p'):
482 available_fmts = re.findall(p, webpage)
485 if not available_fmts:
486 available_fmts = self._FORMAT_IDS.keys()
487 video_encode_ids = []
489 for fmt in available_fmts:
490 stream_quality, stream_format = self._FORMAT_IDS[fmt]
491 video_format = fmt + 'p'
493 streamdata = self._call_rpc_api(
494 'VideoPlayer_GetStandardConfig', video_id,
495 'Downloading media info for %s' % video_format, data={
496 'media_id': video_id,
497 'video_format': stream_format,
498 'video_quality': stream_quality,
501 if streamdata is not None:
502 stream_info = streamdata.find('./{default}preload/stream_info')
503 if stream_info is not None:
504 stream_infos.append(stream_info)
505 stream_info = self._call_rpc_api(
506 'VideoEncode_GetStreamInfo', video_id,
507 'Downloading stream info for %s' % video_format, data={
508 'media_id': video_id,
509 'video_format': stream_format,
510 'video_encode_quality': stream_quality,
512 if stream_info is not None:
513 stream_infos.append(stream_info)
514 for stream_info in stream_infos:
515 video_encode_id = xpath_text(stream_info, './video_encode_id')
516 if video_encode_id in video_encode_ids:
518 video_encode_ids.append(video_encode_id)
520 video_file = xpath_text(stream_info, './file')
523 if video_file.startswith('http'):
524 formats.extend(self._extract_m3u8_formats(
525 video_file, video_id, 'mp4', entry_protocol='m3u8_native',
526 m3u8_id='hls', fatal=False))
529 video_url = xpath_text(stream_info, './host')
532 metadata = stream_info.find('./metadata')
534 'format': video_format,
535 'height': int_or_none(xpath_text(metadata, './height')),
536 'width': int_or_none(xpath_text(metadata, './width')),
539 if '.fplive.net/' in video_url:
540 video_url = re.sub(r'^rtmpe?://', 'http://', video_url.strip())
541 parsed_video_url = compat_urlparse.urlparse(video_url)
542 direct_video_url = compat_urlparse.urlunparse(parsed_video_url._replace(
543 netloc='v.lvlt.crcdn.net',
544 path='%s/%s' % (remove_end(parsed_video_url.path, '/'), video_file.split(':')[-1])))
545 if self._is_valid_url(direct_video_url, video_id, video_format):
547 'format_id': 'http-' + video_format,
548 'url': direct_video_url,
550 formats.append(format_info)
554 'format_id': 'rtmp-' + video_format,
556 'play_path': video_file,
559 formats.append(format_info)
560 self._sort_formats(formats, ('height', 'width', 'tbr', 'fps'))
562 metadata = self._call_rpc_api(
563 'VideoPlayer_GetMediaMetadata', video_id,
564 note='Downloading media info', data={
565 'media_id': video_id,
569 for subtitle in media.get('subtitles', []):
570 subtitle_url = subtitle.get('url')
573 subtitles.setdefault(subtitle.get('language', 'enUS'), []).append({
575 'ext': subtitle.get('format', 'ass'),
578 subtitles = self.extract_subtitles(video_id, webpage)
580 # webpage provide more accurate data than series_title from XML
581 series = self._html_search_regex(
582 r'(?s)<h\d[^>]+\bid=["\']showmedia_about_episode_num
[^
>]+>(.+?
)</h\d
',
583 webpage, 'series
', fatal=False)
584 season = xpath_text(metadata, 'series_title
')
586 episode = xpath_text(metadata, 'episode_title
') or media_metadata.get('title
')
587 episode_number = int_or_none(xpath_text(metadata, 'episode_number
') or media_metadata.get('episode_number
'))
589 season_number = int_or_none(self._search_regex(
590 r'(?s
)<h\d
[^
>]+id=["\']showmedia_about_episode_num[^>]+>.+?</h\d>\s*<h4>\s*Season (\d+)',
591 webpage, 'season number', default=None))
595 'title': video_title,
596 'description': video_description,
597 'duration': float_or_none(media_metadata.get('duration'), 1000),
598 'thumbnail': xpath_text(metadata, 'episode_image_url') or media_metadata.get('thumbnail', {}).get('url'),
599 'uploader': video_uploader,
600 'upload_date': video_upload_date,
603 'season_number': season_number,
605 'episode_number': episode_number,
606 'subtitles': subtitles,
611 class CrunchyrollShowPlaylistIE(CrunchyrollBaseIE):
612 IE_NAME = 'crunchyroll:playlist'
613 _VALID_URL = r'https?://(?:(?P<prefix>www|m)\.)?(?P<url>crunchyroll\.com/(?!(?:news|anime-news|library|forum|launchcalendar|lineup|store|comics|freetrial|login|media-\d+))(?P<id>[\w\-]+))/?(?:\?|$)'
616 'url': 'http://www.crunchyroll.com/a-bridge-to-the-starry-skies-hoshizora-e-kakaru-hashi',
618 'id': 'a-bridge-to-the-starry-skies-hoshizora-e-kakaru-hashi',
619 'title': 'A Bridge to the Starry Skies - Hoshizora e Kakaru Hashi'
621 'playlist_count': 13,
623 # geo-restricted (US), 18+ maturity wall, non-premium available
624 'url': 'http://www.crunchyroll.com/cosplay-complex-ova',
626 'id': 'cosplay-complex-ova',
627 'title': 'Cosplay Complex OVA'
630 'skip': 'Georestricted',
632 # geo-restricted (US), 18+ maturity wall, non-premium will be available since 2015.11.14
633 'url': 'http://www.crunchyroll.com/ladies-versus-butlers?skip_wall=1',
634 'only_matching': True,
637 def _real_extract(self, url):
638 show_id = self._match_id(url)
640 webpage = self._download_webpage(
641 self._add_skip_wall(url), show_id,
642 headers=self.geo_verification_headers())
643 title = self._html_search_regex(
644 r'(?s)<h1[^>]*>\s*<span itemprop="name
">(.*?)</span>',
646 episode_paths = re.findall(
647 r'(?s)<li id="showview_videos_media_(\d
+)"[^>]+>.*?<a href="([^
"]+)"',
650 self.url_result('http
://www
.crunchyroll
.com
' + ep, 'Crunchyroll
', ep_id)
651 for ep_id, ep in episode_paths