Trying to fix Segmentation fault caused by mediainfo in docker container. #2098v1.2.1-beta.9

28 files changed, 1553 insertions, 95 deletions

diff --git a/libs/knowit/__init__.py b/libs/knowit/__init__.py
index eda706779..bf225e195 100644
--- a/libs/knowit/__init__.py
+++ b/libs/knowit/__init__.py
@@ -1,10 +1,9 @@
 """Know your media files better."""
 __title__ = 'knowit'
-__version__ = '0.4.0'
-__short_version__ = '.'.join(__version__.split('.')[:2])
+__version__ = '0.5.2'
+__short_version__ = '0.5'
 __author__ = 'Rato AQ2'
 __license__ = 'MIT'
-__copyright__ = 'Copyright 2016-2021, Rato AQ2'
 __url__ = 'https://github.com/ratoaq2/knowit'
 
 #: Video extensions
diff --git a/libs/knowit/__main__.py b/libs/knowit/__main__.py
index c30148421..d9255ffd4 100644
--- a/libs/knowit/__main__.py
+++ b/libs/knowit/__main__.py
@@ -169,7 +169,7 @@ def dumps(
     return convert(info, context)
 
 
-def main(args: typing.List[str] = None) -> None:
+def main(args: typing.Optional[typing.List[str]] = None) -> None:
     """Execute main function for entry point."""
     argument_parser = build_argument_parser()
     args = args or sys.argv[1:]
diff --git a/libs/knowit/api.py b/libs/knowit/api.py
index 4df780605..c6ebd3bd6 100644
--- a/libs/knowit/api.py
+++ b/libs/knowit/api.py
@@ -65,7 +65,7 @@ def know(
         raise KnowitException(debug_info(context=context, exc_info=True))
 
 
-def dependencies(context: typing.Mapping = None) -> typing.Mapping:
+def dependencies(context: typing.Optional[typing.Mapping] = None) -> typing.Mapping:
     """Return all dependencies detected by knowit."""
     deps = {}
     try:
diff --git a/libs/knowit/core.py b/libs/knowit/core.py
index 9736d7ba2..ede307dad 100644
--- a/libs/knowit/core.py
+++ b/libs/knowit/core.py
@@ -63,6 +63,17 @@ class Property(Reportable[T]):
         # Used to detect duplicated values. e.g.: en / en or [email protected] / [email protected] or Progressive / Progressive
         self.delimiter = delimiter
 
+    @classmethod
+    def _extract_value(cls,
+                       track: typing.Mapping,
+                       name: str,
+                       names: typing.List[str]):
+        if len(names) == 2:
+            parent_value = track.get(names[0], track.get(names[0].upper(), {}))
+            return parent_value.get(names[1], parent_value.get(names[1].upper()))
+
+        return track.get(name, track.get(name.upper()))
+
     def extract_value(
             self,
             track: typing.Mapping,
@@ -71,7 +82,7 @@ class Property(Reportable[T]):
         """Extract the property value from a given track."""
         for name in self.names:
             names = name.split('.')
-            value = track.get(names[0], {}).get(names[1]) if len(names) == 2 else track.get(name)
+            value = self._extract_value(track, name, names)
             if value is None:
                 if self.default is None:
                     continue
@@ -216,9 +227,10 @@ class MultiValue(Property):
 class Rule(Reportable[T]):
     """Rule abstract class."""
 
-    def __init__(self, name: str, override=False, **kwargs):
+    def __init__(self, name: str, private=False, override=False, **kwargs):
         """Initialize the object."""
         super().__init__(name, **kwargs)
+        self.private = private
         self.override = override
 
     def execute(self, props, pv_props, context: typing.Mapping):
diff --git a/libs/knowit/defaults.yml b/libs/knowit/defaults.yml
index 9dd7e46db..af6b79c32 100644
--- a/libs/knowit/defaults.yml
+++ b/libs/knowit/defaults.yml
@@ -455,46 +455,46 @@ profiles:
 
   VideoProfileLevel:
     L1:
-      default: "1"
+      default: '1'
       technical: Level 1
     L11:
-      default: "1.1"
+      default: '1.1'
       technical: Level 1.1
     L13:
-      default: "1.3"
+      default: '1.3'
       technical: Level 1.3
     L2:
-      default: "2"
+      default: '2'
       technical: Level 2
     L21:
-      default: "2.1"
+      default: '2.1'
       technical: Level 2.1
     L22:
-      default: "2.2"
+      default: '2.2'
       technical: Level 2.2
     L3:
-      default: "3"
+      default: '3'
       technical: Level 3
     L31:
-      default: "3.1"
+      default: '3.1'
       technical: Level 3.1
     L32:
-      default: "3.2"
+      default: '3.2'
       technical: Level 3.2
     L4:
-      default: "4"
+      default: '4'
       technical: Level 4
     L41:
-      default: "4.1"
+      default: '4.1'
       technical: Level 4.1
     L42:
-      default: "4.2"
+      default: '4.2'
       technical: Level 4.2
     L5:
-      default: "5"
+      default: '5'
       technical: Level 5
     L51:
-      default: "5.1"
+      default: '5.1'
       technical: Level 5.1
     LOW:
       default: Low
diff --git a/libs/knowit/properties/video.py b/libs/knowit/properties/video.py
index e1b293d01..60c5b8264 100644
--- a/libs/knowit/properties/video.py
+++ b/libs/knowit/properties/video.py
@@ -106,11 +106,12 @@ class Ratio(Property[Decimal]):
             if (width, height) == ('0', '1'):  # identity
                 return Decimal('1.0')
 
-            result = round_decimal(Decimal(width) / Decimal(height), min_digits=1, max_digits=3)
-            if self.unit:
-                result *= self.unit
+            if height:
+                result = round_decimal(Decimal(width) / Decimal(height), min_digits=1, max_digits=3)
+                if self.unit:
+                    result *= self.unit
 
-            return result
+                return result
 
         self.report(value, context)
         return None
diff --git a/libs/knowit/provider.py b/libs/knowit/provider.py
index f8c29f5f3..5306d8388 100644..100755
--- a/libs/knowit/provider.py
+++ b/libs/knowit/provider.py
@@ -103,10 +103,7 @@ class Provider:
 
             value = prop.extract_value(track, context)
             if value is not None:
-                if not prop.private:
-                    which = props
-                else:
-                    which = pv_props
+                which = props if not prop.private else pv_props
                 which[name] = value
 
         for name, rule in self.rules.get(track_type, {}).items():
@@ -116,8 +113,9 @@ class Provider:
 
             value = rule.execute(props, pv_props, context)
             if value is not None:
-                props[name] = value
-            elif name in props and not rule.override:
+                which = props if not rule.private else pv_props
+                which[name] = value
+            elif name in props and (not rule.override or props[name] is None):
                 del props[name]
 
         return props
diff --git a/libs/knowit/providers/enzyme.py b/libs/knowit/providers/enzyme.py
index 5dd3d8cef..6a06599d4 100644
--- a/libs/knowit/providers/enzyme.py
+++ b/libs/knowit/providers/enzyme.py
@@ -26,6 +26,7 @@ from knowit.rules import (
     LanguageRule,
     ResolutionRule,
 )
+from knowit.rules.general import GuessTitleRule
 from knowit.serializer import get_json_encoder
 from knowit.units import units
 from knowit.utils import to_dict
@@ -83,17 +84,20 @@ class EnzymeProvider(Provider):
             },
         }, {
             'video': {
-                'language': LanguageRule('video language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('video language', override=True),
                 'resolution': ResolutionRule('video resolution'),
             },
             'audio': {
-                'language': LanguageRule('audio language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('audio language', override=True),
                 'channels': AudioChannelsRule('audio channels'),
             },
             'subtitle': {
-                'language': LanguageRule('subtitle language'),
-                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired'),
-                'closed_caption': ClosedCaptionRule('closed caption'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('subtitle language', override=True),
+                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired', override=True),
+                'closed_caption': ClosedCaptionRule('closed caption', override=True),
             }
         })
 
@@ -130,7 +134,8 @@ class EnzymeProvider(Provider):
 
         if logger.level == logging.DEBUG:
             logger.debug('Video {video_path} scanned using Enzyme {version} has raw data:\n{data}',
-                         video_path=video_path, version=enzyme.__version__, data=json.dumps(data))
+                         video_path=video_path, version=enzyme.__version__,
+                         data=json.dumps(data, cls=get_json_encoder(context), indent=4, ensure_ascii=False))
 
         result = self._describe_tracks(video_path, data.get('info', {}), data.get('video_tracks'),
                                        data.get('audio_tracks'), data.get('subtitle_tracks'), context)
diff --git a/libs/knowit/providers/ffmpeg.py b/libs/knowit/providers/ffmpeg.py
index 2474408cc..f19cea90b 100644
--- a/libs/knowit/providers/ffmpeg.py
+++ b/libs/knowit/providers/ffmpeg.py
@@ -34,6 +34,7 @@ from knowit.rules import (
     LanguageRule,
     ResolutionRule,
 )
+from knowit.rules.general import GuessTitleRule
 from knowit.serializer import get_json_encoder
 from knowit.units import units
 from knowit.utils import (
@@ -77,7 +78,7 @@ class FFmpegExecutor:
     def extract_info(self, filename):
         """Extract media info."""
         json_dump = self._execute(filename)
-        return json.loads(json_dump)
+        return json.loads(json_dump) if json_dump else {}
 
     def _execute(self, filename):
         raise NotImplementedError
@@ -144,7 +145,7 @@ class FFmpegProvider(Provider):
                 'id': Basic('index', data_type=int, allow_fallback=True, description='video track number'),
                 'name': Property('tags.title', description='video track name'),
                 'language': Language('tags.language', description='video language'),
-                'duration': Duration('duration', description='video duration'),
+                'duration': Duration('duration', 'tags.duration', description='video duration'),
                 'width': Quantity('width', unit=units.pixel),
                 'height': Quantity('height', unit=units.pixel),
                 'scan_type': ScanType(config, 'field_order', default='Progressive', description='video scan type'),
@@ -153,7 +154,7 @@ class FFmpegProvider(Provider):
                 'resolution': None,  # populated with ResolutionRule
                 'frame_rate': Ratio('r_frame_rate', unit=units.FPS, description='video frame rate'),
                 # frame_rate_mode
-                'bit_rate': Quantity('bit_rate', unit=units.bps, description='video bit rate'),
+                'bit_rate': Quantity('bit_rate', 'tags.bps', unit=units.bps, description='video bit rate'),
                 'bit_depth': Quantity('bits_per_raw_sample', unit=units.bit, description='video bit depth'),
                 'codec': VideoCodec(config, 'codec_name', description='video codec'),
                 'profile': VideoProfile(config, 'profile', description='video codec profile'),
@@ -166,13 +167,13 @@ class FFmpegProvider(Provider):
                 'id': Basic('index', data_type=int, allow_fallback=True, description='audio track number'),
                 'name': Property('tags.title', description='audio track name'),
                 'language': Language('tags.language', description='audio language'),
-                'duration': Duration('duration', description='audio duration'),
+                'duration': Duration('duration', 'tags.duration', description='audio duration'),
                 'codec': AudioCodec(config, 'profile', 'codec_name', description='audio codec'),
                 'profile': AudioProfile(config, 'profile', description='audio codec profile'),
                 'channels_count': AudioChannels('channels', description='audio channels count'),
                 'channels': None,  # populated with AudioChannelsRule
                 'bit_depth': Quantity('bits_per_raw_sample', unit=units.bit, description='audio bit depth'),
-                'bit_rate': Quantity('bit_rate', unit=units.bps, description='audio bit rate'),
+                'bit_rate': Quantity('bit_rate', 'tags.bps', unit=units.bps, description='audio bit rate'),
                 'sampling_rate': Quantity('sample_rate', unit=units.Hz, description='audio sampling rate'),
                 'forced': YesNo('disposition.forced', hide_value=False, description='audio track forced'),
                 'default': YesNo('disposition.default', hide_value=False, description='audio track default'),
@@ -190,17 +191,20 @@ class FFmpegProvider(Provider):
             },
         }, {
             'video': {
-                'language': LanguageRule('video language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('video language', override=True),
                 'resolution': ResolutionRule('video resolution'),
             },
             'audio': {
-                'language': LanguageRule('audio language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('audio language', override=True),
                 'channels': AudioChannelsRule('audio channels'),
             },
             'subtitle': {
-                'language': LanguageRule('subtitle language'),
-                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired'),
-                'closed_caption': ClosedCaptionRule('closed caption'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('subtitle language', override=True),
+                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired', override=True),
+                'closed_caption': ClosedCaptionRule('closed caption', override=True),
             },
         })
         self.executor = FFmpegExecutor.get_executor_instance(suggested_path)
diff --git a/libs/knowit/providers/mediainfo.py b/libs/knowit/providers/mediainfo.py
index 39fd403ed..a19301bc6 100644
--- a/libs/knowit/providers/mediainfo.py
+++ b/libs/knowit/providers/mediainfo.py
@@ -1,5 +1,6 @@
-
+import ctypes
 import json
+import os
 import re
 from ctypes import c_void_p, c_wchar_p
 from decimal import Decimal
@@ -43,6 +44,7 @@ from knowit.rules import (
     LanguageRule,
     ResolutionRule,
 )
+from knowit.rules.general import GuessTitleRule
 from knowit.units import units
 from knowit.utils import (
     define_candidate,
@@ -77,7 +79,7 @@ class MediaInfoExecutor:
 
     locations = {
         'unix': ('/usr/local/mediainfo/lib', '/usr/local/mediainfo/bin', '__PATH__'),
-        'windows': ('__PATH__', ),
+        'windows': ('C:\\Program Files\\MediaInfo', 'C:\\Program Files (x86)\\MediaInfo', '__PATH__'),
         'macos': ('__PATH__', ),
     }
 
@@ -121,12 +123,28 @@ class MediaInfoCliExecutor(MediaInfoExecutor):
     }
 
     def _execute(self, filename):
-        return json.loads(check_output([self.location, '--Output=JSON', '--Full', filename]).decode())
+        data = check_output([self.location, '--Output=JSON', '--Full', filename]).decode()
+
+        return json.loads(data) if data else {}
+
+    @classmethod
+    def _is_gui_exe(cls, candidate: str):
+        if not candidate.endswith('MediaInfo.exe') or not os.path.isfile(candidate):
+            return False
+
+        try:
+            shell32 = ctypes.WinDLL('shell32', use_last_error=True)  # type: ignore
+            return bool(shell32.ExtractIconExW(candidate, 0, None, None, 1))
+        except Exception:
+            return False
 
     @classmethod
     def create(cls, os_family=None, suggested_path=None):
         """Create the executor instance."""
         for candidate in define_candidate(cls.locations, cls.names, os_family, suggested_path):
+            if cls._is_gui_exe(candidate):
+                continue
+
             try:
                 output = check_output([candidate, '--version']).decode()
                 version = cls._get_version(output)
@@ -154,7 +172,9 @@ class MediaInfoCTypesExecutor(MediaInfoExecutor):
 
     def _execute(self, filename):
         # Create a MediaInfo handle
-        return json.loads(MediaInfo.parse(filename, library_file=self.location, output='JSON'))
+        data = MediaInfo.parse(filename, library_file=self.location, output='JSON')
+
+        return json.loads(data) if data else {}
 
     @classmethod
     def create(cls, os_family=None, suggested_path=None):
@@ -254,19 +274,22 @@ class MediaInfoProvider(Provider):
             },
         }, {
             'video': {
-                'language': LanguageRule('video language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('video language', override=True),
                 'resolution': ResolutionRule('video resolution'),
             },
             'audio': {
-                'language': LanguageRule('audio language'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('audio language', override=True),
                 'channels': AudioChannelsRule('audio channels'),
-                '_atmosrule': AtmosRule(config, 'atmos rule'),
-                '_dtshdrule': DtsHdRule(config, 'dts-hd rule'),
+                'atmos': AtmosRule(config, 'atmos rule', private=True),
+                'dtshd': DtsHdRule(config, 'dts-hd rule', private=True),
             },
             'subtitle': {
-                'language': LanguageRule('subtitle language'),
-                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired'),
-                'closed_caption': ClosedCaptionRule('closed caption'),
+                'guessed': GuessTitleRule('guessed properties', private=True),
+                'language': LanguageRule('subtitle language', override=True),
+                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired', override=True),
+                'closed_caption': ClosedCaptionRule('closed caption', override=True),
             }
         })
         self.executor = MediaInfoExecutor.get_executor_instance(suggested_path)
diff --git a/libs/knowit/providers/mkvmerge.py b/libs/knowit/providers/mkvmerge.py
index e5aca1550..ff422f8b4 100644
--- a/libs/knowit/providers/mkvmerge.py
+++ b/libs/knowit/providers/mkvmerge.py
@@ -28,6 +28,7 @@ from knowit.rules import (
     LanguageRule,
     ResolutionRule,
 )
+from knowit.rules.general import GuessTitleRule
 from knowit.serializer import get_json_encoder
 from knowit.units import units
 from knowit.utils import define_candidate, detect_os
@@ -67,7 +68,7 @@ class MkvMergeExecutor:
     def extract_info(self, filename):
         """Extract media info."""
         json_dump = self._execute(filename)
-        return json.loads(json_dump)
+        return json.loads(json_dump) if json_dump else {}
 
     def _execute(self, filename):
         raise NotImplementedError
@@ -166,17 +167,20 @@ class MkvMergeProvider(Provider):
             },
         }, {
             'video': {
+                'guessed': GuessTitleRule('guessed properties', private=True),
                 'language': LanguageRule('video language', override=True),
                 'resolution': ResolutionRule('video resolution'),
             },
             'audio': {
+                'guessed': GuessTitleRule('guessed properties', private=True),
                 'language': LanguageRule('audio language', override=True),
                 'channels': AudioChannelsRule('audio channels'),
             },
             'subtitle': {
+                'guessed': GuessTitleRule('guessed properties', private=True),
                 'language': LanguageRule('subtitle language', override=True),
-                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired'),
-                'closed_caption': ClosedCaptionRule('closed caption'),
+                'hearing_impaired': HearingImpairedRule('subtitle hearing impaired', override=True),
+                'closed_caption': ClosedCaptionRule('closed caption', override=True),
             }
         })
         self.executor = MkvMergeExecutor.get_executor_instance(suggested_path)
diff --git a/libs/knowit/rules/general.py b/libs/knowit/rules/general.py
index b492c03a5..ad2c7734f 100644
--- a/libs/knowit/rules/general.py
+++ b/libs/knowit/rules/general.py
@@ -1,8 +1,6 @@
-
-import re
 from logging import NullHandler, getLogger
 
-import babelfish
+from trakit.api import trakit
 
 from knowit.core import Rule
 
@@ -10,22 +8,27 @@ logger = getLogger(__name__)
 logger.addHandler(NullHandler())
 
 
+class GuessTitleRule(Rule):
+    """Guess properties from track title."""
+
+    def execute(self, props, pv_props, context):
+        """Language detection using name."""
+        if 'name' in props:
+            language = props.get('language')
+            options = {'expected_language': language} if language else {}
+            guessed = trakit(props['name'], options)
+            if guessed:
+                return guessed
+
+
 class LanguageRule(Rule):
     """Language rules."""
 
-    name_re = re.compile(r'(?P<name>\w+)\b', re.IGNORECASE)
-
     def execute(self, props, pv_props, context):
         """Language detection using name."""
-        if 'language' in props:
+        if 'guessed' not in pv_props:
             return
 
-        if 'name' in props:
-            name = props.get('name', '')
-            match = self.name_re.match(name)
-            if match:
-                try:
-                    return babelfish.Language.fromname(match.group('name'))
-                except babelfish.Error:
-                    pass
-            logger.info('Invalid %s: %r', self.description, name)
+        guess = pv_props['guessed']
+        if 'language' in guess:
+            return guess['language']
diff --git a/libs/knowit/rules/subtitle.py b/libs/knowit/rules/subtitle.py
index fa16fdbc1..704109f99 100644
--- a/libs/knowit/rules/subtitle.py
+++ b/libs/knowit/rules/subtitle.py
@@ -10,18 +10,19 @@ class ClosedCaptionRule(Rule):
 
     def execute(self, props, pv_props, context):
         """Execute closed caption rule."""
-        for name in (pv_props.get('_closed_caption'), props.get('name')):
-            if name and self.cc_re.search(name):
-                return True
+        if '_closed_caption' in pv_props and self.cc_re.search(pv_props['_closed_caption']):
+            return True
+
+        if 'guessed' in pv_props:
+            guessed = pv_props['guessed']
+            return guessed.get('closed_caption')
 
 
 class HearingImpairedRule(Rule):
     """Hearing Impaired rule."""
 
-    hi_re = re.compile(r'(\bsdh\b)', re.IGNORECASE)
-
     def execute(self, props, pv_props, context):
         """Hearing Impaired."""
-        name = props.get('name')
-        if name and self.hi_re.search(name):
-            return True
+        if 'guessed' in pv_props:
+            guessed = pv_props['guessed']
+            return guessed.get('hearing_impaired')
diff --git a/libs/knowit/units.py b/libs/knowit/units.py
index 73ec16a5a..51e6cae73 100644
--- a/libs/knowit/units.py
+++ b/libs/knowit/units.py
@@ -1,10 +1,5 @@
 import typing
 
-try:
-    import pint
-except ImportError:
-    pint = False
-
 
 class NullRegistry:
     """A NullRegistry that masquerades as a pint.UnitRegistry."""
@@ -25,9 +20,18 @@ class NullRegistry:
 
 
 def _build_unit_registry():
-    registry = pint.UnitRegistry() if pint else NullRegistry()
-    registry.define('FPS = 1 * hertz')
-    return registry
+    try:
+        import pint
+
+        registry = pint.UnitRegistry()
+        registry.define('FPS = 1 * hertz')
+
+        pint.set_application_registry(registry)
+        return registry
+    except ModuleNotFoundError:
+        pass
+
+    return NullRegistry()
 
 
 units = _build_unit_registry()
diff --git a/libs/pymediainfo/__init__.py b/libs/pymediainfo/__init__.py
index 9c186798b..840ec18c3 100644
--- a/libs/pymediainfo/__init__.py
+++ b/libs/pymediainfo/__init__.py
@@ -386,7 +386,7 @@ class MediaInfo:
             A higher value will yield more precise results in some cases
             but will also increase parsing time.
         :param bool full: display additional tags, including computer-readable values
-            for sizes and durations.
+            for sizes and durations, corresponds to the CLI's ``--Full``/``-f`` parameter.
         :param bool legacy_stream_display: display additional information about streams.
         :param dict mediainfo_options: additional options that will be passed to the
             `MediaInfo_Option` function, for example: ``{"Language": "raw"}``.
diff --git a/libs/trakit/__init__.py b/libs/trakit/__init__.py
new file mode 100644
index 000000000..b134ad1a0
--- /dev/null
+++ b/libs/trakit/__init__.py
@@ -0,0 +1,8 @@
+__title__ = 'trakit'
+__version__ = '0.2.1'
+__short_version__ = '0.2'
+__author__ = 'RatoAQ'
+__license__ = 'MIT'
+__url__ = 'https://github.com/ratoaq2/trakit'
+
+from .api import TrakItApi, trakit
diff --git a/libs/trakit/__main__.py b/libs/trakit/__main__.py
new file mode 100644
index 000000000..61f07324a
--- /dev/null
+++ b/libs/trakit/__main__.py
@@ -0,0 +1,108 @@
+import argparse
+import json
+import logging
+import sys
+import typing
+
+import babelfish
+
+from trakit import TrakItApi, __version__
+
+logging.basicConfig(stream=sys.stdout, format='%(message)s')
+logging.getLogger('CONSOLE').setLevel(logging.INFO)
+logging.getLogger('trakit').setLevel(logging.WARNING)
+
+console = logging.getLogger('CONSOLE')
+logger = logging.getLogger('trakit')
+
+
+def build_argument_parser() -> argparse.ArgumentParser:
+    """Build the argument parser."""
+    opts = argparse.ArgumentParser()
+    opts.add_argument(
+        dest='value',
+        help='track title to guess',
+        type=str,
+    )
+
+    conf_opts = opts.add_argument_group('Configuration')
+    conf_opts.add_argument(
+        '-l',
+        '--expected-language',
+        dest='expected_language',
+        help='The expected language to be guessed',
+        type=str,
+    )
+
+    output_opts = opts.add_argument_group('Output')
+    output_opts.add_argument(
+        '--debug',
+        action='store_true',
+        dest='debug',
+        help='Print information for debugging trakit and for reporting bugs.'
+    )
+    output_opts.add_argument(
+        '-y',
+        '--yaml',
+        action='store_true',
+        dest='yaml',
+        help='Display output in yaml format'
+    )
+
+    information_opts = opts.add_argument_group('Information')
+    information_opts.add_argument('--version', action='version', version=__version__)
+
+    return opts
+
+
+def _as_yaml(value: str, info: typing.Mapping[str, typing.Any]) -> str:
+    """Convert info to string using YAML format."""
+    import yaml
+
+    def default_representer(r: yaml.representer.SafeRepresenter, data: typing.Any):
+        return r.represent_scalar('tag:yaml.org,2002:str', str(data))
+
+    yaml.representer.SafeRepresenter.add_representer(babelfish.Language, default_representer)
+
+    return yaml.safe_dump({value: dict(info)}, allow_unicode=True, sort_keys=False)
+
+
+def _as_json(info: typing.Mapping[str, typing.Any]) -> str:
+    """Convert info to string using JSON format."""
+    return json.dumps(info, ensure_ascii=False, indent=2, default=str)
+
+
+def dump(value: str, info: typing.Mapping[str, typing.Any], opts: argparse.Namespace) -> str:
+    """Convert info to string using json or yaml format."""
+    if opts.yaml:
+        return _as_yaml(value, info)
+
+    return _as_json(info)
+
+
+def trakit(value: str, opts: argparse.Namespace) -> typing.Mapping:
+    """Extract video metadata."""
+    if not opts.yaml:
+        console.info('Parsing: %s', value)
+    options = {k: v for k, v in vars(opts).items() if v is not None}
+    info = TrakItApi().trakit(value, options)
+    console.info('TrakIt %s found: ', __version__)
+    console.info(dump(value, info, opts))
+    return info
+
+
+def main(args: typing.Optional[typing.List[str]] = None):
+    """Execute main function for entry point."""
+    argument_parser = build_argument_parser()
+    args = args or sys.argv[1:]
+    opts = argument_parser.parse_args(args)
+
+    if opts.debug:
+        logger.setLevel(logging.DEBUG)
+        logging.getLogger('rebulk').setLevel(logging.DEBUG)
+
+    return trakit(opts.value, opts)
+
+
+if __name__ == '__main__':
+    main(sys.argv[1:])
diff --git a/libs/trakit/api.py b/libs/trakit/api.py
new file mode 100644
index 000000000..286207aa4
--- /dev/null
+++ b/libs/trakit/api.py
@@ -0,0 +1,24 @@
+import typing
+
+from trakit.config import Config
+from trakit.context import Context
+from trakit.patterns import configure
+
+
+class TrakItApi:
+
+    def __init__(self, config: typing.Optional[typing.Mapping[str, typing.Any]] = None):
+        self.rebulk = configure(Config(config))
+
+    def trakit(self, string: str, options: typing.Optional[typing.Mapping[str, typing.Any]] = None):
+        """Return a mapping of extracted information."""
+        matches = self.rebulk.matches(string, Context(options))
+        guess: typing.Mapping[str, typing.Any] = matches.to_dict()
+        return guess
+
+
+default_api = TrakItApi()
+
+
+def trakit(string: str, options: typing.Optional[typing.Mapping[str, typing.Any]] = None):
+    return default_api.trakit(string, options)
diff --git a/libs/trakit/config.py b/libs/trakit/config.py
new file mode 100644
index 000000000..6458b4bbd
--- /dev/null
+++ b/libs/trakit/config.py
@@ -0,0 +1,19 @@
+import json
+import typing
+
+from pkg_resources import resource_stream
+
+
+class Config:
+    def __init__(self, config: typing.Optional[typing.Mapping[str, typing.Any]]):
+        with resource_stream('trakit', 'data/config.json') as f:
+            cfg: typing.Dict[str, typing.Any] = json.load(f)
+        if config:
+            cfg.update(config)
+
+        self.ignored: typing.Set[str] = set(cfg.get('ignored', []))
+        self.countries: typing.Mapping[str, str] = cfg.get('countries', {})
+        self.languages: typing.Mapping[str, str] = cfg.get('languages', {})
+        self.scripts: typing.Mapping[str, str] = cfg.get('scripts', {})
+        self.regions: typing.Mapping[str, str] = cfg.get('regions', {})
+        self.implicit_languages: typing.Mapping[str, str] = cfg.get('implicit-languages', {})
diff --git a/libs/trakit/context.py b/libs/trakit/context.py
new file mode 100644
index 000000000..9a023ce08
--- /dev/null
+++ b/libs/trakit/context.py
@@ -0,0 +1,22 @@
+import typing
+
+import babelfish
+
+
+class Context(dict):
+    def __init__(self, options: typing.Optional[typing.Mapping[str, typing.Any]] = None):
+        super().__init__(options or {})
+        language = self['expected_language'] if 'expected_language' in self else None
+        if language and not isinstance(language, babelfish.Language):
+            language = babelfish.Language.fromietf(str(language))
+        self.expected_language: typing.Optional[babelfish.Language] = language
+
+    def accept(self, lang: babelfish.Language):
+        if self.expected_language is None:
+            return True
+        if self.expected_language.alpha3 != lang.alpha3:
+            return False
+        if self.expected_language.script and self.expected_language != lang.script:
+            return False
+
+        return not self.expected_language.country or self.expected_language == lang.country
diff --git a/libs/trakit/converters/__init__.py b/libs/trakit/converters/__init__.py
new file mode 100644
index 000000000..e69de29bb
--- /dev/null
+++ b/libs/trakit/converters/__init__.py
diff --git a/libs/trakit/converters/country.py b/libs/trakit/converters/country.py
new file mode 100644
index 000000000..5bfd6908d
--- /dev/null
+++ b/libs/trakit/converters/country.py
@@ -0,0 +1,32 @@
+import typing
+
+from babelfish import Country, CountryReverseConverter, CountryReverseError
+from babelfish.converters import CaseInsensitiveDict
+
+
+class GuessCountryConverter(CountryReverseConverter):
+    def __init__(self, config: typing.Mapping[str, str]):
+        self.synonyms = CaseInsensitiveDict(config)
+
+    def convert(self, alpha2):
+        return str(Country(alpha2))
+
+    def reverse(self, name: str):
+        try:
+            return self.synonyms[name]
+        except KeyError:
+            pass
+
+        if name.isupper() and len(name) == 2:
+            try:
+                return Country(name).alpha2
+            except ValueError:
+                pass
+
+        for conv in (Country.fromname,):
+            try:
+                return conv(name).alpha2
+            except CountryReverseError:
+                pass
+
+        raise CountryReverseError(name)
diff --git a/libs/trakit/converters/language.py b/libs/trakit/converters/language.py
new file mode 100644
index 000000000..0309a642a
--- /dev/null
+++ b/libs/trakit/converters/language.py
@@ -0,0 +1,30 @@
+import typing
+
+from babelfish import Language, LanguageReverseConverter, LanguageReverseError
+from babelfish.converters import CaseInsensitiveDict
+
+
+class GuessLanguageConverter(LanguageReverseConverter):
+    def __init__(self, config: typing.Mapping[str, str]):
+        self.synonyms = CaseInsensitiveDict()
+        for synonym, code in config.items():
+            lang = Language.fromietf(code) if '-' in code else Language(code)
+            self.synonyms[synonym] = (lang.alpha3, lang.country.alpha2 if lang.country else None, lang.script)
+
+    def convert(self, alpha3: str, country=None, script=None):
+        return str(Language(alpha3, country, script))
+
+    def reverse(self, name: str):
+        try:
+            return self.synonyms[name]
+        except KeyError:
+            pass
+
+        for conv in (Language.fromname,):
+            try:
+                reverse = conv(name)
+                return reverse.alpha3, reverse.country, reverse.script
+            except (ValueError, LanguageReverseError):
+                pass
+
+        raise LanguageReverseError(name)
diff --git a/libs/trakit/data/config.json b/libs/trakit/data/config.json
new file mode 100644
index 000000000..aa7138042
--- /dev/null
+++ b/libs/trakit/data/config.json
@@ -0,0 +1,860 @@
+{
+  "countries": {
+    "Afghan": "AF",
+    "Aforika Borwa": "ZA",
+    "Afrika Borwa": "ZA",
+    "Afrika Dzonga": "ZA",
+    "Afurika Tshipembe": "ZA",
+    "Aland": "AX",
+    "Alandish": "AX",
+    "Albanian": "AL",
+    "Algerian": "DZ",
+    "American": "US",
+    "American Islander": "UM",
+    "American Samoan": "AS",
+    "American Virgin Islander": "VI",
+    "Andorran": "AD",
+    "Angolan": "AO",
+    "Anguillian": "AI",
+    "Antarctican": "AQ",
+    "Antiguan Barbudan": "AG",
+    "Ao Men": "MO",
+    "Aotearoa": "NZ",
+    "Argentine": "AR",
+    "Armenian": "AM",
+    "Aruban": "AW",
+    "Australian": "AU",
+    "Austrian": "AT",
+    "Ayiti": "HT",
+    "Azerbaidzhan": "AZ",
+    "Azerbaijani": "AZ",
+    "Azərbaycan": "AZ",
+    "Bahamian": "BS",
+    "Bahraini": "BH",
+    "Bangladeshi": "BD",
+    "Barbadian": "BB",
+    "Beafrika": "CF",
+    "Belarusian": "BY",
+    "Belau": "PW",
+    "Belgian": "BE",
+    "Belgie": "BE",
+    "Belgien": "BE",
+    "Belgique": "BE",
+    "België": "BE",
+    "Belice": "BZ",
+    "Belizean": "BZ",
+    "Beninese": "BJ",
+    "Bermudian": "BM",
+    "Bhutanese": "BT",
+    "Blgariia": "BG",
+    "Bolivia": "BO",
+    "Bolivian": "BO",
+    "Boneiru Sint Eustatius y Saba": "BQ",
+    "Bosna i Hercegovina": "BA",
+    "Bosna i Khertsegovina": "BA",
+    "Bosnian Herzegovinian": "BA",
+    "Bouvetoya": "BV",
+    "Bouvetøya": "BV",
+    "Brasil": "BR",
+    "Brazilian": "BR",
+    "British": "GB",
+    "British Virgin Islander": "VG",
+    "British Virgin Islands": "VG",
+    "Bruneian": "BN",
+    "Bulgarian": "BG",
+    "Buliwya": "BO",
+    "Burkinabe": "BF",
+    "Burmese": "MM",
+    "Burundian": "BI",
+    "Bénin": "BJ",
+    "Bêafrîka": "CF",
+    "Cabo Verde": "CV",
+    "Cambodian": "KH",
+    "Cameroonian": "CM",
+    "Cameroun": "CM",
+    "Canadian": "CA",
+    "Cape Verdian": "CV",
+    "Caribisch Nederland": "BQ",
+    "Caymanian": "KY",
+    "Central African": "CF",
+    "Cesko": "CZ",
+    "Chadian": "TD",
+    "Channel Islander": "JE",
+    "Chilean": "CL",
+    "Chinese": "CN",
+    "Christmas Islander": "CX",
+    "Cocos Islander": "CC",
+    "Cocos Keeling Islands": "CC",
+    "Colombian": "CO",
+    "Comoran": "KM",
+    "Comores": "KM",
+    "Congolese": "CD",
+    "Cook Islander": "CK",
+    "Costa Rican": "CR",
+    "Cote dIvoire": "CI",
+    "Croatian": "HR",
+    "Cuban": "CU",
+    "Curacao": "CW",
+    "Curacaoan": "CW",
+    "Curaçaoan": "CW",
+    "Cypriot": "CY",
+    "Czech": "CZ",
+    "Côte dIvoire": "CI",
+    "Danish": "DK",
+    "Danmark": "DK",
+    "Deutschland": "DE",
+    "Dgernesiais": "GG",
+    "Dgèrnésiais": "GG",
+    "Ditunga dia Kongu wa Mungalaata": "CD",
+    "Dominican": "DO",
+    "Dutch": "NL",
+    "East Timorese": "TL",
+    "Ecuadorean": "EC",
+    "Eesti": "EE",
+    "Egyptian": "EG",
+    "Eire": "IE",
+    "Ellada": "GR",
+    "Emirati": "AE",
+    "Equatorial Guinean": "GQ",
+    "Eritrean": "ER",
+    "Espana": "ES",
+    "España": "ES",
+    "Estados Unidos": "US",
+    "Estonian": "EE",
+    "Eswatini": "SZ",
+    "Ethiopian": "ET",
+    "Faereyjar": "FO",
+    "Faeroerne": "FO",
+    "Falkland Islander": "FK",
+    "Falkland Islands": "FK",
+    "Faroese": "FO",
+    "Fijian": "FJ",
+    "Filipino": "PH",
+    "Finnish": "FI",
+    "Foroyar": "FO",
+    "French": "FR",
+    "French Polynesian": "PF",
+    "Færeyjar": "FO",
+    "Færøerne": "FO",
+    "Føroyar": "FO",
+    "Gabonese": "GA",
+    "Gambian": "GM",
+    "Georgian": "GE",
+    "German": "DE",
+    "Ghanaian": "GH",
+    "Greek": "GR",
+    "Greenlandic": "GL",
+    "Grenadian": "GD",
+    "Guadeloupian": "GP",
+    "Guahan": "GU",
+    "Guamanian": "GU",
+    "Guatemalan": "GT",
+    "Guernesey": "GG",
+    "Guianan": "GF",
+    "Guine Bissau": "GW",
+    "Guine Equatorial": "GQ",
+    "Guinea Bissauan": "GW",
+    "Guinea Ecuatorial": "GQ",
+    "Guinean": "GN",
+    "Guinee": "GN",
+    "Guinee equatoriale": "GQ",
+    "Guiné Bissau": "GW",
+    "Guiné Equatorial": "GQ",
+    "Guinée": "GN",
+    "Guinée équatoriale": "GQ",
+    "Guyane francaise": "GF",
+    "Guyane française": "GF",
+    "Guyanese": "GY",
+    "Guåhån": "GU",
+    "Haitian": "HT",
+    "Hayastan": "AM",
+    "Haïti": "HT",
+    "Heard and McDonald Islander": "HM",
+    "Honduran": "HN",
+    "Hong Konger": "HK",
+    "Hrvatska": "HR",
+    "Hungarian": "HU",
+    "I Kiribati": "KI",
+    "Icelander": "IS",
+    "Indian": "IN",
+    "Indonesian": "ID",
+    "Iranian": "IR",
+    "Iraqi": "IQ",
+    "Irish": "IE",
+    "Island": "IS",
+    "Israeli": "IL",
+    "Italia": "IT",
+    "Italian": "IT",
+    "Ivorian": "CI",
+    "Jamaican": "JM",
+    "Jamhuri ya Kidemokrasia ya Kongo": "CD",
+    "Japanese": "JP",
+    "Jerri": "JE",
+    "Jordanian": "JO",
+    "Jèrri": "JE",
+    "Kalaallit Nunaat": "GL",
+    "Kampuchea": "KH",
+    "Kazakhstani": "KZ",
+    "Kazakstan": "KZ",
+    "Kenyan": "KE",
+    "Kibris": "CY",
+    "Kirghiz": "KG",
+    "Kirgiziia": "KG",
+    "Kittitian or Nevisian": "KN",
+    "Komori": "KM",
+    "Kuki Airani": "CK",
+    "Kupros": "CY",
+    "Kuwaiti": "KW",
+    "Kâmpŭchéa": "KH",
+    "Kıbrıs": "CY",
+    "Kūki Āirani": "CK",
+    "La Reunion": "RE",
+    "La Réunion": "RE",
+    "Laotian": "LA",
+    "Latvian": "LV",
+    "Latvija": "LV",
+    "Lebanese": "LB",
+    "Letzebuerg": "LU",
+    "Liban": "LB",
+    "Liberian": "LR",
+    "Libyan": "LY",
+    "Liechtensteiner": "LI",
+    "Lietuva": "LT",
+    "Lithuanian": "LT",
+    "Luxembourger": "LU",
+    "Luxemburg": "LU",
+    "Lëtzebuerg": "LU",
+    "Macanese": "MO",
+    "Macau": "MO",
+    "Macedonian": "MK",
+    "Madagasikara": "MG",
+    "Magyarorszag": "HU",
+    "Magyarország": "HU",
+    "Mahoran": "YT",
+    "Majel": "MH",
+    "Makedonija": "MK",
+    "Makedonski": "MK",
+    "Malagasy": "MG",
+    "Malawian": "MW",
+    "Malaysian": "MY",
+    "Malaŵi": "MW",
+    "Maldivan": "MV",
+    "Malian": "ML",
+    "Maltese": "MT",
+    "Mannin": "IM",
+    "Manx": "IM",
+    "Marshallese": "MH",
+    "Martinican": "MQ",
+    "Maurice": "MU",
+    "Mauritanian": "MR",
+    "Mauritian": "MU",
+    "Mexican": "MX",
+    "Micronesia": "FM",
+    "Micronesian": "FM",
+    "Mocambique": "MZ",
+    "Moldova": "MD",
+    "Moldovan": "MD",
+    "Monegasque": "MC",
+    "Mongol uls": "MN",
+    "Mongolian": "MN",
+    "Montenegrin": "ME",
+    "Montserratian": "MS",
+    "Moris": "MU",
+    "Moroccan": "MA",
+    "Mosotho": "LS",
+    "Motswana": "BW",
+    "Mozambican": "MZ",
+    "Moçambique": "MZ",
+    "Mzantsi Afrika": "ZA",
+    "México": "MX",
+    "M̧ajeļ": "MH",
+    "Na Islas Marianas": "MP",
+    "Na Islas Mariånas": "MP",
+    "Namibian": "NA",
+    "Namibie": "NA",
+    "Namibië": "NA",
+    "Nauruan": "NR",
+    "Nederland": "NL",
+    "Negara Brunei Darussalam": "BN",
+    "Nepalese": "NP",
+    "New Caledonian": "NC",
+    "New Zealander": "NZ",
+    "Ni Vanuatu": "VU",
+    "Nicaraguan": "NI",
+    "Nigerian": "NG",
+    "Nigerien": "NE",
+    "Ningizimu Afrika": "ZA",
+    "Niuean": "NU",
+    "Niuē": "NU",
+    "Noreg": "NO",
+    "Norfk Ailen": "NF",
+    "Norfolk Islander": "NF",
+    "Norge": "NO",
+    "Norgga": "NO",
+    "North Korean": "KP",
+    "Norwegian": "NO",
+    "Nouvelle Caledonie": "NC",
+    "Nouvelle Calédonie": "NC",
+    "Omani": "OM",
+    "Osterreich": "AT",
+    "Owganystan": "AF",
+    "Ozbekiston": "UZ",
+    "O‘zbekiston": "UZ",
+    "Pais Korsou": "CW",
+    "Pais Kòrsou": "CW",
+    "Pakistani": "PK",
+    "Palauan": "PW",
+    "Palestinian": "PS",
+    "Panamanian": "PA",
+    "Panamá": "PA",
+    "Papua New Guinean": "PG",
+    "Papua Niu Gini": "PG",
+    "Papua Niugini": "PG",
+    "Paraguai": "PY",
+    "Paraguayan": "PY",
+    "Paraguái": "PY",
+    "Peruvian": "PE",
+    "Perú": "PE",
+    "Pilipinas": "PH",
+    "Piruw": "PE",
+    "Pitcairn Islander": "PN",
+    "Pitcairn Islands": "PN",
+    "Polish": "PL",
+    "Polska": "PL",
+    "Polynesie francaise": "PF",
+    "Polynésie française": "PF",
+    "Portuguese": "PT",
+    "Puerto Rican": "PR",
+    "Qatari": "QA",
+    "RD Congo": "CD",
+    "Repubilika ya Kongo": "CG",
+    "Repubilika ya Kongo Demokratiki": "CD",
+    "Republica Dominicana": "DO",
+    "Republiki ya Kongo": "CG",
+    "Republiki ya Kongo Demokratiki": "CD",
+    "Republiki ya Kongó Demokratiki": "CD",
+    "Republique centrafricaine": "CF",
+    "Republique du Congo": "CG",
+    "Republíki ya Kongó": "CG",
+    "República Dominicana": "DO",
+    "Reunionese": "RE",
+    "Ri Ben": "JP",
+    "Romanian": "RO",
+    "România": "RO",
+    "Rossiia": "RU",
+    "Russian": "RU",
+    "Rwandan": "RW",
+    "République centrafricaine": "CF",
+    "République du Congo": "CG",
+    "Réunionese": "RE",
+    "Sahara Occidental": "EH",
+    "Sahrawi": "EH",
+    "Saint Barthelemy": "BL",
+    "Saint Barthelemy Islander": "BL",
+    "Saint Barthélemy Islander": "BL",
+    "Saint Helena Ascension and Tristan da Cunha": "SH",
+    "Saint Helenian": "SH",
+    "Saint Lucian": "LC",
+    "Saint Martin": "MF",
+    "Saint Martin Islander": "MF",
+    "Saint Pierrais Miquelonnais": "PM",
+    "Saint Pierre et Miquelon": "PM",
+    "Saint Vincentian": "VC",
+    "Salvadoran": "SV",
+    "Sammarinese": "SM",
+    "Samoa Amelika": "AS",
+    "Samoan": "WS",
+    "Sao Tome e Principe": "ST",
+    "Sao Tomean": "ST",
+    "Saudi Arabian": "SA",
+    "Schweiz": "CH",
+    "Senegalese": "SN",
+    "Serbian": "RS",
+    "Sesel": "SC",
+    "Sewula Afrika": "ZA",
+    "Seychellois": "SC",
+    "Shqiperia": "AL",
+    "Shqipëria": "AL",
+    "Sierra Leonean": "SL",
+    "Singaporean": "SG",
+    "Singapura": "SG",
+    "Sint Maarten": "SX",
+    "Slovak": "SK",
+    "Slovene": "SI",
+    "Slovenija": "SI",
+    "Slovensko": "SK",
+    "Solomon Islander": "SB",
+    "Somali": "SO",
+    "Soomaaliya": "SO",
+    "South African": "ZA",
+    "South Georgia": "GS",
+    "South Georgian South Sandwich Islander": "GS",
+    "South Korean": "KR",
+    "South Sudanese": "SS",
+    "Spanish": "ES",
+    "Srbija": "RS",
+    "Sri Lankan": "LK",
+    "St Maartener": "SX",
+    "Sudanese": "SD",
+    "Suisse": "CH",
+    "Suomi": "FI",
+    "Surinamer": "SR",
+    "Svalbard og Jan Mayen": "SJ",
+    "Sverige": "SE",
+    "Svizra": "CH",
+    "Svizzera": "CH",
+    "Swazi": "SZ",
+    "Swedish": "SE",
+    "Swiss": "CH",
+    "Syrian": "SY",
+    "São Tomé e Príncipe": "ST",
+    "Sénégal": "SN",
+    "Sāmoa": "WS",
+    "Sāmoa Amelika": "AS",
+    "Tadzhik": "TJ",
+    "Tadzhikistan": "TJ",
+    "Tai Wan": "TW",
+    "Taiwanese": "TW",
+    "Tanzania": "TZ",
+    "Tanzanian": "TZ",
+    "Tchad": "TD",
+    "Terres australes et antarctiques francaises": "TF",
+    "Terres australes et antarctiques françaises": "TF",
+    "Thai": "TH",
+    "Timor Leste": "TL",
+    "Timór Leste": "TL",
+    "Tochikiston": "TJ",
+    "Togolese": "TG",
+    "Tokelauan": "TK",
+    "Tongan": "TO",
+    "Trinidadian": "TT",
+    "Tsrna Gora": "ME",
+    "Tunisian": "TN",
+    "Turkish": "TR",
+    "Turkiye": "TR",
+    "Turkmen": "TM",
+    "Turkmeniia": "TM",
+    "Turks and Caicos Islander": "TC",
+    "Tuvaluan": "TV",
+    "Türkiye": "TR",
+    "Türkmenistan": "TM",
+    "UK": "GB",
+    "US": "US",
+    "Uburundi": "BI",
+    "Ugandan": "UG",
+    "Ukrainian": "UA",
+    "Ukrayina": "UA",
+    "United States Virgin Islands": "VI",
+    "Uruguayan": "UY",
+    "Uzbekistani": "UZ",
+    "Vatican": "VA",
+    "Vaticanae": "VA",
+    "Vaticano": "VA",
+    "Vaticanæ": "VA",
+    "Venezuela": "VE",
+    "Venezuelan": "VE",
+    "Vietnam": "VN",
+    "Vietnamese": "VN",
+    "Viti": "FJ",
+    "Việt Nam": "VN",
+    "Volivia": "BO",
+    "Volívia": "BO",
+    "Wallis and Futuna Islander": "WF",
+    "Wallis et Futuna": "WF",
+    "Wuliwya": "BO",
+    "Xiang Gang": "HK",
+    "Xin Jia Po": "SG",
+    "Yemeni": "YE",
+    "Zambian": "ZM",
+    "Zhong Guo": "CN",
+    "Zhong Guo Da Lu": "CN",
+    "Zimbabwean": "ZW",
+    "`mn": "OM",
+    "baaNlaadesh": "BD",
+    "bbaart nuuN": "IN",
+    "bhaart": "IN",
+    "brug-yul-": "BT",
+    "canadien": "CA",
+    "cingkppuur": "SG",
+    "dhivehiraajeyge": "MV",
+    "eSwatini": "SZ",
+    "eereteraa": "ER",
+    "fGnstn": "AF",
+    "flsTyn": "PS",
+    "hangug": "KR",
+    "ilngkai": "LK",
+    "intiyaa": "IN",
+    "joseon": "KP",
+    "jybwty": "DJ",
+    "khoemry": "IQ",
+    "lSwml": "SO",
+    "l`rq": "IQ",
+    "lbHryn": "BH",
+    "lbnn": "LB",
+    "ljzyr": "DZ",
+    "lkwyt": "KW",
+    "lmGrb": "MA",
+    "lqmr": "KM",
+    "lrdn": "JO",
+    "lswdn": "SD",
+    "lyaman": "YE",
+    "lyby": "LY",
+    "mSr": "EG",
+    "mlysy": "MY",
+    "mnmaa": "MM",
+    "mwrytny": "MR",
+    "nepaal": "NP",
+    "phijii": "FJ",
+    "pkstn": "PK",
+    "praethsaithy": "TH",
+    "qTr": "QA",
+    "qwutnA": "IQ",
+    "rtry": "ER",
+    "sak`art`velo": "GE",
+    "shrii lNkaav": "LK",
+    "spplaaw": "LA",
+    "sryyl": "IL",
+    "swry": "SY",
+    "teyopheyaa": "ET",
+    "tshd": "TD",
+    "twns": "TN",
+    "ySHrAl": "IL",
+    "yrn": "IR",
+    "Åland": "AX",
+    "Ålandish": "AX",
+    "Éire": "IE",
+    "Ísland": "IS",
+    "Österreich": "AT",
+    "Česko": "CZ",
+    "Ελλάδα": "GR",
+    "Κύπρος": "CY",
+    "Азербайджан": "AZ",
+    "Белару́сь": "BY",
+    "Беларусь": "BY",
+    "Боснa и Херцеговина": "BA",
+    "България": "BG",
+    "Казахстан": "KZ",
+    "Киргизия": "KG",
+    "Кыргызстан": "KG",
+    "Македонија": "MK",
+    "Македонски": "MK",
+    "Монгол улс": "MN",
+    "Россия": "RU",
+    "Србија": "RS",
+    "Таджикистан": "TJ",
+    "Тоҷикистон": "TJ",
+    "Туркмения": "TM",
+    "Узбекистан": "UZ",
+    "Україна": "UA",
+    "Црна Гора": "ME",
+    "Қазақстан": "KZ",
+    "Հայաստան": "AM",
+    "ישראל": "IL",
+    "إرتريا‎": "ER",
+    "إسرائيل": "IL",
+    "افغانستان": "AF",
+    "الأردن": "JO",
+    "البحرين": "BH",
+    "الجزائر": "DZ",
+    "السعودية": "SA",
+    "السودان": "SD",
+    "الصحراء الغربية": "EH",
+    "الصومال‎‎": "SO",
+    "العراق": "IQ",
+    "العربية السعودية": "SA",
+    "القمر‎": "KM",
+    "الكويت": "KW",
+    "المغرب": "MA",
+    "اليَمَن": "YE",
+    "ایران": "IR",
+    "تشاد‎": "TD",
+    "تونس": "TN",
+    "جيبوتي‎": "DJ",
+    "دولة الإمارات العربية المتحدة": "AE",
+    "سوريا": "SY",
+    "عمان": "OM",
+    "فلسطين": "PS",
+    "قطر": "QA",
+    "لبنان": "LB",
+    "ليبيا": "LY",
+    "مصر": "EG",
+    "مليسيا": "MY",
+    "موريتانيا": "MR",
+    "پاكستان": "PK",
+    "کۆماری": "IQ",
+    "ܩܘܼܛܢܵܐ": "IQ",
+    "ދިވެހިރާއްޖޭގެ": "MV",
+    "नेपाल": "NP",
+    "फिजी": "FJ",
+    "भारत": "IN",
+    "বাংলাদেশ": "BD",
+    "ভারত": "IN",
+    "ਭਾਰਤ ਨੂੰ": "IN",
+    "இந்தியா": "IN",
+    "இலங்கை": "LK",
+    "சிங்கப்பூர்": "SG",
+    "ශ්‍රී ලංකාව": "LK",
+    "ประเทศไทย": "TH",
+    "ສປປລາວ": "LA",
+    "འབྲུག་ཡུལ་": "BT",
+    "မြန်မာ": "MM",
+    "საქართველო": "GE",
+    "ኢትዮጵያ": "ET",
+    "ኤርትራ": "ER",
+    "ⵍⵎⴰⵖⵔⵉⴱ": "MA",
+    "中国": "CN",
+    "中国大陆": "CN",
+    "台灣": "TW",
+    "新加坡": "SG",
+    "日本": "JP",
+    "澳门": "MO",
+    "香港": "HK",
+    "조선": "KP",
+    "한국": "KR"
+  },
+  "ignored": [
+    "bit",
+    "cc",
+    "ch",
+    "dan",
+    "day",
+    "gun",
+    "hr",
+    "jordan",
+    "la",
+    "ma",
+    "na",
+    "the",
+    "to"
+  ],
+  "implicit-languages": {
+    "419": "es-419",
+    "BR": "pt-BR",
+    "CA": "fr-CA",
+    "Cantonese": "zh",
+    "Castilian": "es",
+    "FR": "fr-FR",
+    "GR": "ell",
+    "HK": "zh-HK",
+    "ID": "id-ID",
+    "Mandarin": "zh",
+    "Parisian": "fr-FR",
+    "Simplified": "zh-Hans",
+    "Traditional": "zh-Hant",
+    "UA": "uk-UA",
+    "UK": "en-GB",
+    "US": "en-US",
+    "VFF": "fr-FR",
+    "VFQ": "fr-CA",
+    "VN": "vie",
+    "cant": "zh",
+    "eng": "en",
+    "ita": "it",
+    "简体双语": "zh-Hans",
+    "繁体双语": "zh-Hant"
+  },
+  "languages": {
+    "Adygebze": "ady",
+    "Avanee": "grn",
+    "Avañeẽ": "grn",
+    "Aymar aru": "aym",
+    "Azərbaycan dili": "aze",
+    "Bahasa Indonesia": "ind",
+    "Bahasa Melayu": "msa",
+    "Basa Jawa": "jav",
+    "Basa Sunda": "sun",
+    "Belaruskaia": "bel",
+    "Blgarski": "bul",
+    "Bosanski": "bos",
+    "Brezhoneg": "bre",
+    "Catala": "cat",
+    "Català": "cat",
+    "Cestina": "ces",
+    "Cymraeg": "cym",
+    "Dansk": "dan",
+    "Davvisamegiella": "sme",
+    "Davvisámegiella": "sme",
+    "Deutsch": "deu",
+    "Dolnoserbscina": "dsb",
+    "Dolnoserbšćina": "dsb",
+    "Eesti": "est",
+    "Ellenika": "ell",
+    "Espanol": "spa",
+    "Espanol Latinoamerica": "es-419",
+    "Español": "spa",
+    "Español Latinoamérica": "es-419",
+    "Euskara": "eus",
+    "Foroyskt": "fao",
+    "Francais": "fra",
+    "Français": "fra",
+    "Frysk": "fry",
+    "Føroyskt": "fao",
+    "Gaeilge": "gle",
+    "Gaelg": "glv",
+    "Gaidhlig": "gla",
+    "Galego": "glg",
+    "Greek": "ell",
+    "Guang Dong Hua ": "zho",
+    "Gàidhlig": "gla",
+    "Hayeren": "hye",
+    "Hornjoserbscina": "hsb",
+    "Hornjoserbšćina": "hsb",
+    "Hrvatski": "hrv",
+    "Islenska": "isl",
+    "Italiano": "ita",
+    "Kazaksha": "kaz",
+    "Kernewek": "cor",
+    "Kiswahili": "swa",
+    "Kreyol": "hat",
+    "Kreyòl": "hat",
+    "Kurdi": "kur",
+    "Kurdî": "kur",
+    "Latviesu": "lav",
+    "Latviešu": "lav",
+    "Lemborgs": "lim",
+    "Letzebuergesch": "ltz",
+    "Lietuviu": "lit",
+    "Lietuvių": "lit",
+    "Lwo": "ach",
+    "Lèmbörgs": "lim",
+    "Lëtzebuergesch": "ltz",
+    "Magyar": "hun",
+    "Makedonski": "mkd",
+    "Malay": "msa",
+    "Malti": "mlt",
+    "Maya Kaqchikel": "cak",
+    "Melayu": "msa",
+    "Mongol": "mon",
+    "Nederlands": "nld",
+    "Norsk": "nor",
+    "Norsk bokmal": "nob",
+    "Norsk bokmål": "nob",
+    "Norsk nynorsk": "nno",
+    "Occitan": "oci",
+    "Ozbek": "uzb",
+    "Polski": "pol",
+    "Portugues": "por",
+    "Português": "por",
+    "Qhichwa": "que",
+    "Ri Ben Yu": "jpn",
+    "Romana": "ron",
+    "Română": "ron",
+    "Rumantsch": "roh",
+    "Russkii": "rus",
+    "Shqip": "sqi",
+    "Slovencina": "slk",
+    "Slovenscina": "slv",
+    "Slovenčina": "slk",
+    "Slovenščina": "slv",
+    "Soomaaliga": "som",
+    "Srpski": "srp",
+    "Suomi": "fin",
+    "Svenska": "swe",
+    "Taqbaylit": "kab",
+    "TcYi": "aka",
+    "Tieng Viet": "vie",
+    "Tiếng Việt": "vie",
+    "Turkce": "tur",
+    "Türkçe": "tur",
+    "Tɕɥi": "aka",
+    "Ukrayinska": "ukr",
+    "Zhong Wen": "zho",
+    "Zhong Wen Fan Ti": "zh-Hant",
+    "Zhong Wen Jian Ti": "zh-Hans",
+    "`bryt": "heb",
+    "aithy": "tha",
+    "baaNlaa": "ben",
+    "bhaasaakhmaer": "khm",
+    "bmaackaa": "mya",
+    "eesti keel": "est",
+    "frsy": "fas",
+    "gujraatii": "guj",
+    "hangugeo": "kor",
+    "hindii": "hin",
+    "isiXhosa": "xho",
+    "isiZulu": "zul",
+    "k`art`uli": "kat",
+    "knndd": "kan",
+    "maithilii maithilii": "mai",
+    "mlyaallN": "mal",
+    "mraatthii": "mar",
+    "nepaalii": "nep",
+    "oddiaa": "ori",
+    "pNjaabii": "pan",
+    "pStw": "pus",
+    "phaasaaaithy": "tha",
+    "rdw": "urd",
+    "sNskRtm": "san",
+    "siNhl": "sin",
+    "srpskokhrvatski": "hbs",
+    "tatarcha": "tat",
+    "telugu": "tel",
+    "tlhIngan Hol": "tlh",
+    "tmilll": "tam",
+    "tochiki": "tgk",
+    "yyidySH": "yid",
+    "zaboni tochiki": "tgk",
+    "Íslenska": "isl",
+    "Čeština": "ces",
+    "Ελληνικά": "ell",
+    "Адыгэбзэ": "ady",
+    "Беларуская": "bel",
+    "Български": "bul",
+    "Македонски": "mkd",
+    "Монгол": "mon",
+    "Русский": "rus",
+    "Српски": "srp",
+    "Українська": "ukr",
+    "забо́ни тоҷикӣ́": "tgk",
+    "српскохрватски": "hbs",
+    "татарча": "tat",
+    "тоҷикӣ": "tgk",
+    "Қазақша": "kaz",
+    "Հայերեն": "hye",
+    "ייִדיש": "yid",
+    "עברית": "heb",
+    "اردو": "urd",
+    "العربية": "ara",
+    "فارسی": "fas",
+    "پښتو": "pus",
+    "नेपाली": "nep",
+    "मराठी": "mar",
+    "मैथिली মৈথিলী": "mai",
+    "संस्कृतम्": "san",
+    "हिन्दी": "hin",
+    "বাংলা": "ben",
+    "ਪੰਜਾਬੀ": "pan",
+    "ગુજરાતી": "guj",
+    "ଓଡ଼ିଆ": "ori",
+    "தமிழ்": "tam",
+    "తెలుగు": "tel",
+    "ಕನ್ನಡ": "kan",
+    "മലയാളം": "mal",
+    "සිංහල": "sin",
+    "ภาษาไทย": "tha",
+    "ไทย": "tha",
+    "ဗမာစကာ": "mya",
+    "ქართული": "kat",
+    "ភាសាខ្មែរ": "khm",
+    "中文": "zho",
+    "中文简体": "zh-Hans",
+    "中文繁體": "zh-Hant",
+    "廣東話": "zho",
+    "日本語": "jpn",
+    "한국어": "kor"
+  },
+  "regions": {
+    "Latin": "419",
+    "Latinoamerica": "419",
+    "Latinoamericano": "419",
+    "Latinoamérica": "419"
+  },
+  "scripts": {
+    "Fan Ti ": "Hant",
+    "Jian Ti ": "Hans",
+    "Simplified": "Hans",
+    "Traditional": "Hant",
+    "简体": "Hans",
+    "繁體": "Hant"
+  }
+}
\ No newline at end of file
diff --git a/libs/trakit/language.py b/libs/trakit/language.py
new file mode 100644
index 000000000..e1a621745
--- /dev/null
+++ b/libs/trakit/language.py
@@ -0,0 +1,169 @@
+import typing
+
+from babelfish import (
+    COUNTRIES,
+    Country,
+    CountryReverseError,
+    LANGUAGE_MATRIX,
+    Language,
+    LanguageReverseError,
+    SCRIPTS,
+    Script,
+    country_converters,
+    language_converters
+)
+from babelfish.converters import CaseInsensitiveDict
+
+from rebulk import Rebulk
+from rebulk.match import Match
+
+from trakit.config import Config
+from trakit.context import Context
+from trakit.converters.country import GuessCountryConverter
+from trakit.converters.language import GuessLanguageConverter
+from trakit.words import blank_match, blank_release_names, to_combinations, to_match, to_sentence, to_words
+
+
+class LanguageFinder:
+
+    def __init__(self, config: Config):
+        self.country_max_words = 1
+        for k, v in COUNTRIES.items():
+            self.country_max_words = max(self.country_max_words, v.count(' '))
+
+        self.language_max_words = 1
+        for v in LANGUAGE_MATRIX:
+            self.language_max_words = max(self.language_max_words, v.name.count(' '))
+
+        self.script_max_words = 1
+        for v in config.scripts.keys():
+            self.script_max_words = max(self.script_max_words, v.count(' '))
+
+        self.region_max_words = 1
+        for v in config.regions.keys():
+            self.region_max_words = max(self.region_max_words, v.count(' '))
+
+        SCRIPTS['419'] = 'Latin America and the Caribbean'  # Until babelfish support UN.M49
+        country_converters['guess'] = GuessCountryConverter(config.countries)
+        language_converters['guess'] = GuessLanguageConverter(config.languages)
+        self.regions = CaseInsensitiveDict(config.regions)
+        self.scripts = CaseInsensitiveDict(config.scripts)
+        self.common_words = CaseInsensitiveDict(dict.fromkeys(config.ignored, 0))
+        self.implicit = CaseInsensitiveDict(config.implicit_languages)
+
+    def _find_country(self, value: str):
+        combinations = to_combinations(to_words(value), self.country_max_words)
+        for c in combinations:
+            code = to_sentence(c)
+            try:
+                return to_match(c, Country.fromguess(code))
+            except CountryReverseError:
+                continue
+
+    def _find_script(self, value: str):
+        combinations = to_combinations(to_words(value), self.script_max_words)
+        for c in combinations:
+            code = to_sentence(c)
+            try:
+                return to_match(c, Script(self.scripts.get(code, code)))
+            except ValueError:
+                continue
+
+    def _find_region(self, value: str):
+        combinations = to_combinations(to_words(value), self.region_max_words)
+        for c in combinations:
+            code = to_sentence(c)
+            try:
+                return to_match(c, Script(self.regions.get(code, code)))
+            except ValueError:
+                continue
+
+    def _find_implicit_language(self, combinations: typing.List[typing.List[Match]]):
+        for c in combinations:
+            sentence = to_sentence(c)
+            if sentence in self.implicit:
+                return to_match(c, Language.fromietf(self.implicit[sentence]))
+
+            region = self._find_region(sentence)
+            if region and region.value.code in self.implicit:
+                lang = Language.fromietf(self.implicit[region.value.code])
+                return Match(region.start, region.end, value=lang, input_string=region.input_string)
+
+            try:
+                country = Country.fromguess(sentence)
+                if country.alpha2 in self.implicit:
+                    lang = Language.fromietf(self.implicit[country.alpha2])
+                    if lang.name.lower() == sentence.lower():
+                        lang = Language.fromname(sentence)
+
+                    return to_match(c, lang)
+            except CountryReverseError:
+                pass
+
+    def accept_word(self, string: str):
+        return string.lower() not in self.common_words and not string.isnumeric()
+
+    def find_language(self, value: str, context: Context):
+        value = blank_release_names(value)
+        all_words = to_words(value, predicate=self.accept_word)
+        combinations = to_combinations(all_words, self.language_max_words)
+        implicit_lang = self._find_implicit_language(combinations)
+        implicit_accepted = implicit_lang and context.accept(implicit_lang.value)
+
+        if implicit_accepted and implicit_lang.value.script and implicit_lang.value.script.code.isnumeric():
+            return implicit_lang
+        elif implicit_lang and not implicit_accepted:
+            value = blank_match(implicit_lang)
+            all_words = to_words(value, predicate=self.accept_word)
+            combinations = to_combinations(all_words, self.language_max_words)
+
+        for c in combinations:
+            language_sentence = to_sentence(c)
+            try:
+                lang = Language.fromguess(language_sentence)
+            except LanguageReverseError:
+                continue
+
+            match_lang = to_match(c, lang)
+            remaining_sentence = blank_match(match_lang)
+            for combination in to_combinations(to_words(remaining_sentence), self.country_max_words):
+                sentence = to_sentence(combination)
+                country = self._find_country(sentence)
+                if country:
+                    try:
+                        # discard country if value is actually the language name
+                        Language.fromguess(country.raw)
+                    except LanguageReverseError:
+                        lang = Language(lang.alpha3, country=country.value, script=lang.script)
+                    break
+
+                region = self._find_region(sentence)
+                if region:
+                    lang = Language(lang.alpha3, country=lang.country, script=region.value)
+                    break
+
+                script = self._find_script(sentence)
+                if script:
+                    lang = Language(lang.alpha3, country=lang.country, script=script.value)
+                    break
+
+            if implicit_accepted and implicit_lang.value.alpha3 == lang.alpha3 and not lang.country and not lang.script:
+                return implicit_lang
+
+            if context.accept(lang):
+                return to_match(c, lang)
+
+        if implicit_accepted:
+            return implicit_lang
+
+    def find(self, value: str, context: Context):
+        match = self.find_language(value, context)
+        if match:
+            return match.start, match.end, {'value': match.value}
+
+
+def language(config: Config):
+    rebulk = Rebulk()
+    rebulk.functional(LanguageFinder(config).find, name='language')
+
+    return rebulk
diff --git a/libs/trakit/patterns.py b/libs/trakit/patterns.py
new file mode 100644
index 000000000..66eb79954
--- /dev/null
+++ b/libs/trakit/patterns.py
@@ -0,0 +1,32 @@
+import re
+from functools import partial
+
+from rebulk import Rebulk
+from rebulk.validators import chars_surround
+
+from trakit.config import Config
+from trakit.language import language
+from trakit.words import seps
+
+
+def configure(config: Config):
+    seps_surround = partial(chars_surround, seps)
+
+    others = Rebulk()
+    others.defaults(ignore_case=True, validator=seps_surround)
+    others.regex_defaults(flags=re.IGNORECASE,
+                          abbreviations=[(r'-', rf'[{re.escape("".join(seps))}]')],
+                          validator=seps_surround)
+    for name in ('forced', 'commentary', 'external'):
+        others.string(name, name=name, value=True)
+
+    others.string('sdh', name='hearing_impaired', value=True)
+    others.string('alternate', name='version', value='alternate')
+    others.string('descriptive', name='descriptive', value=True)
+    others.regex('cc', 'closed-captions?', name='closed_caption', value=True)
+
+    rebulk = Rebulk()
+    rebulk.rebulk(language(config))
+    rebulk.rebulk(others)
+
+    return rebulk
diff --git a/libs/trakit/words.py b/libs/trakit/words.py
new file mode 100644
index 000000000..1ee244c96
--- /dev/null
+++ b/libs/trakit/words.py
@@ -0,0 +1,99 @@
+import re
+import typing
+
+from rebulk.match import Match
+
+seps = frozenset(r' [](){}+*|=-_~#/\\.,;:' + '\uff08\uff09')
+suppress_chars = frozenset("'")
+release_name_re = re.compile(r'(?P<release>[^\.\s]+(?:\.[^\.\s]+){2,})')
+
+
+def to_words(value: str,
+             separators: typing.FrozenSet[str] = seps,
+             ignore_chars: typing.FrozenSet[str] = suppress_chars,
+             predicate: typing.Callable[[str], bool] = lambda x: True):
+    input_string = value
+    start = 0
+    i = 0
+    word = ''
+    words: typing.List[Match] = []
+    for c in input_string:
+        i += 1
+        if c in ignore_chars:
+            continue
+
+        if c not in separators:
+            word += c
+            continue
+
+        if not word:
+            start = i
+            continue
+
+        end = i - 1
+        if not predicate(value[start:end]):
+            input_string = blank(input_string, start, end)
+        else:
+            words.append(Match(start, i - 1, value=word))
+
+        word = ''
+        start = i
+
+    if word:
+        if not predicate(value[start:]):
+            input_string = blank(input_string, start, len(input_string))
+        else:
+            words.append(Match(start, i, value=word))
+
+    for w in words:
+        w.input_string = input_string
+
+    return words
+
+
+def to_combinations(words: typing.List[Match], max_items: int):
+    results: typing.List[typing.List[Match]] = []
+    n_words = len(words)
+    cur_size = min(max_items, n_words)
+    start = 0
+    while cur_size > 0:
+        end = start + cur_size
+        if end > n_words:
+            start = 0
+            cur_size -= 1
+            continue
+
+        results.append(words[start:end])
+        start += 1
+
+    return results
+
+
+def to_sentence(combination: typing.List[Match]):
+    return ' '.join([c.value for c in combination])
+
+
+def to_match(combination: typing.List[Match], value: typing.Any):
+    start = combination[0].start
+    end = combination[-1].end
+    input_string = combination[0].input_string
+
+    return Match(start, end, value=value, input_string=input_string)
+
+
+def blank(string: str, start: int, end: int):
+    return string[:start] + ''.ljust(end - start, ' ') + string[end:]
+
+
+def blank_match(match: Match):
+    return blank(match.input_string, match.start, match.end)
+
+
+def blank_release_names(value: str):
+    result = value
+    match = release_name_re.search(value)
+    while match:
+        result = blank(result, match.start('release'), match.end('release'))
+        match = release_name_re.search(value, match.end('release'))
+
+    return result
diff --git a/libs/version.txt b/libs/version.txt
index e1dd091f3..39c3151a8 100644
--- a/libs/version.txt
+++ b/libs/version.txt
@@ -17,7 +17,7 @@ ga4mp==2.0.4
 guess_language-spirit==0.5.3
 guessit==3.5.0
 jsonschema==4.17.0
-knowit==0.4.0
+knowit==0.5.2
 peewee==3.15.3
 py-pretty==1
 pycountry==22.3.5
@@ -80,8 +80,9 @@ zipp==3.10.0
 markupsafe==2.1.1
 
 # Required-by: knowit
-pymediainfo==5.1.0
+pymediainfo==6.0.1
 pyyaml==6.0
+trakit==0.2.1
 
 # Required-by: python-socketio
 bidict==0.22.0