forked from LBRYCommunity/lbry-sdk
in progress on video transcoding
works Fixing lint tests remove eval
This commit is contained in:
parent
9eb769f340
commit
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4 changed files with 406 additions and 2 deletions
15
lbry/conf.py
15
lbry/conf.py
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@ -462,7 +462,20 @@ class BaseConfig:
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self.persisted.save()
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self.persisted.save()
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class CLIConfig(BaseConfig):
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class TranscodeConfig(BaseConfig):
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ffmpeg_folder = String('The path to ffmpeg and ffprobe', '')
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video_encoder = String('FFmpeg codec and parameters for the video encoding. '
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'Example: libaom-av1 -crf 25 -b:v 0 -strict experimental',
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'libx264 -crf 18 -vf "format=yuv420p"')
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audio_encoder = String('FFmpeg codec and parameters for the audio encoding. '
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'Example: libopus -b:a 128k',
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'aac -b:a 192k')
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volume_filter = String('FFmpeg filter for audio normalization.', '-af loudnorm')
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volume_analysis_time = Integer('Maximum seconds into the file that we examine audio volume (0 to disable).', '240')
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class CLIConfig(TranscodeConfig):
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api = String('Host name and port for lbrynet daemon API.', 'localhost:5279', metavar='HOST:PORT')
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api = String('Host name and port for lbrynet daemon API.', 'localhost:5279', metavar='HOST:PORT')
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@ -44,6 +44,7 @@ from lbry.extras.daemon.componentmanager import ComponentManager
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from lbry.extras.daemon.json_response_encoder import JSONResponseEncoder
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from lbry.extras.daemon.json_response_encoder import JSONResponseEncoder
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from lbry.extras.daemon import comment_client
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from lbry.extras.daemon import comment_client
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from lbry.extras.daemon.undecorated import undecorated
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from lbry.extras.daemon.undecorated import undecorated
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from lbry.file_analysis import VideoFileAnalyzer
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from lbry.schema.claim import Claim
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from lbry.schema.claim import Claim
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from lbry.schema.url import URL
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from lbry.schema.url import URL
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@ -296,6 +297,7 @@ class Daemon(metaclass=JSONRPCServerType):
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def __init__(self, conf: Config, component_manager: typing.Optional[ComponentManager] = None):
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def __init__(self, conf: Config, component_manager: typing.Optional[ComponentManager] = None):
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self.conf = conf
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self.conf = conf
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self._video_file_analyzer = VideoFileAnalyzer(conf)
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self._node_id = None
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self._node_id = None
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self._installation_id = None
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self._installation_id = None
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self.session_id = base58.b58encode(utils.generate_id()).decode()
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self.session_id = base58.b58encode(utils.generate_id()).decode()
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@ -2808,6 +2810,7 @@ class Daemon(metaclass=JSONRPCServerType):
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Usage:
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Usage:
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publish (<name> | --name=<name>) [--bid=<bid>] [--file_path=<file_path>]
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publish (<name> | --name=<name>) [--bid=<bid>] [--file_path=<file_path>]
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[--validate_file] [--optimize_file]
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[--fee_currency=<fee_currency>] [--fee_amount=<fee_amount>] [--fee_address=<fee_address>]
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[--fee_currency=<fee_currency>] [--fee_amount=<fee_amount>] [--fee_address=<fee_address>]
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[--title=<title>] [--description=<description>] [--author=<author>]
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[--title=<title>] [--description=<description>] [--author=<author>]
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[--tags=<tags>...] [--languages=<languages>...] [--locations=<locations>...]
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[--tags=<tags>...] [--languages=<languages>...] [--locations=<locations>...]
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@ -2823,6 +2826,11 @@ class Daemon(metaclass=JSONRPCServerType):
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--name=<name> : (str) name of the content (can only consist of a-z A-Z 0-9 and -(dash))
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--name=<name> : (str) name of the content (can only consist of a-z A-Z 0-9 and -(dash))
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--bid=<bid> : (decimal) amount to back the claim
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--bid=<bid> : (decimal) amount to back the claim
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--file_path=<file_path> : (str) path to file to be associated with name.
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--file_path=<file_path> : (str) path to file to be associated with name.
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--validate_file : (bool) validate that the video container and encodings match
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common web browser support or that optimization succeeds if specified.
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FFmpeg is required
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--optimize_file : (bool) transcode the video & audio if necessary to ensure
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common web browser support. FFmpeg is required
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--fee_currency=<fee_currency> : (string) specify fee currency
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--fee_currency=<fee_currency> : (string) specify fee currency
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--fee_amount=<fee_amount> : (decimal) content download fee
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--fee_amount=<fee_amount> : (decimal) content download fee
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--fee_address=<fee_address> : (str) address where to send fee payments, will use
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--fee_address=<fee_address> : (str) address where to send fee payments, will use
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@ -2994,12 +3002,13 @@ class Daemon(metaclass=JSONRPCServerType):
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self, name, bid, file_path, allow_duplicate_name=False,
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self, name, bid, file_path, allow_duplicate_name=False,
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channel_id=None, channel_name=None, channel_account_id=None,
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channel_id=None, channel_name=None, channel_account_id=None,
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account_id=None, wallet_id=None, claim_address=None, funding_account_ids=None,
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account_id=None, wallet_id=None, claim_address=None, funding_account_ids=None,
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preview=False, blocking=False, **kwargs):
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preview=False, blocking=False, validate_file=False, optimize_file=False, **kwargs):
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"""
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"""
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Make a new stream claim and announce the associated file to lbrynet.
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Make a new stream claim and announce the associated file to lbrynet.
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Usage:
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Usage:
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stream_create (<name> | --name=<name>) (<bid> | --bid=<bid>) (<file_path> | --file_path=<file_path>)
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stream_create (<name> | --name=<name>) (<bid> | --bid=<bid>) (<file_path> | --file_path=<file_path>)
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[--validate_file] [--optimize_file]
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[--allow_duplicate_name=<allow_duplicate_name>]
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[--allow_duplicate_name=<allow_duplicate_name>]
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[--fee_currency=<fee_currency>] [--fee_amount=<fee_amount>] [--fee_address=<fee_address>]
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[--fee_currency=<fee_currency>] [--fee_amount=<fee_amount>] [--fee_address=<fee_address>]
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[--title=<title>] [--description=<description>] [--author=<author>]
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[--title=<title>] [--description=<description>] [--author=<author>]
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@ -3016,6 +3025,11 @@ class Daemon(metaclass=JSONRPCServerType):
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--name=<name> : (str) name of the content (can only consist of a-z A-Z 0-9 and -(dash))
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--name=<name> : (str) name of the content (can only consist of a-z A-Z 0-9 and -(dash))
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--bid=<bid> : (decimal) amount to back the claim
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--bid=<bid> : (decimal) amount to back the claim
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--file_path=<file_path> : (str) path to file to be associated with name.
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--file_path=<file_path> : (str) path to file to be associated with name.
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--validate_file : (bool) validate that the video container and encodings match
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common web browser support or that optimization succeeds if specified.
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FFmpeg is required
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--optimize_file : (bool) transcode the video & audio if necessary to ensure
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common web browser support. FFmpeg is required
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--allow_duplicate_name=<allow_duplicate_name> : (bool) create new claim even if one already exists with
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--allow_duplicate_name=<allow_duplicate_name> : (bool) create new claim even if one already exists with
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given name. default: false.
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given name. default: false.
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--fee_currency=<fee_currency> : (string) specify fee currency
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--fee_currency=<fee_currency> : (string) specify fee currency
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@ -3107,6 +3121,8 @@ class Daemon(metaclass=JSONRPCServerType):
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f"Use --allow-duplicate-name flag to override."
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f"Use --allow-duplicate-name flag to override."
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)
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)
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file_path = await self._video_file_analyzer.verify_or_repair(validate_file, optimize_file, file_path)
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claim = Claim()
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claim = Claim()
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claim.stream.update(file_path=file_path, sd_hash='0' * 96, **kwargs)
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claim.stream.update(file_path=file_path, sd_hash='0' * 96, **kwargs)
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tx = await Transaction.claim_create(
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tx = await Transaction.claim_create(
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329
lbry/file_analysis.py
Normal file
329
lbry/file_analysis.py
Normal file
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@ -0,0 +1,329 @@
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import asyncio
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import json
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import logging
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import os
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import pathlib
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import re
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import shlex
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import shutil
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from lbry.conf import TranscodeConfig
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log = logging.getLogger(__name__)
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class VideoFileAnalyzer:
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@staticmethod
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def _matches(needles: list, haystack: list):
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for needle in needles:
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if needle in haystack:
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return True
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return False
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async def _execute(self, command, arguments):
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process = await asyncio.create_subprocess_exec(self._conf.ffmpeg_folder + command, *shlex.split(arguments),
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stdout=asyncio.subprocess.PIPE, stderr=asyncio.subprocess.PIPE)
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stdout, stderr = await process.communicate() # returns when the streams are closed
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return stdout.decode() + stderr.decode(), process.returncode
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async def _verify_ffmpeg_installed(self):
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if self._ffmpeg_installed:
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return
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version, code = await self._execute("ffprobe", "-version")
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if code != 0 or not version.startswith("ffprobe"):
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raise Exception("Unable to locate ffprobe. Please install FFmpeg and ensure that it is callable via PATH.")
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version, code = await self._execute("ffmpeg", "-version")
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if code != 0 or not version.startswith("ffmpeg"):
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raise Exception("Unable to locate ffmpeg. Please install FFmpeg and ensure that it is callable via PATH.")
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log.debug("Using %s at %s", version.splitlines()[0].split(" Copyright")[0],
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shutil.which(self._conf.ffmpeg_folder + "ffmpeg"))
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self._ffmpeg_installed = True
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def __init__(self, conf: TranscodeConfig):
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self._conf = conf
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self._available_encoders = ""
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self._ffmpeg_installed = False
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def _verify_container(self, scan_data: json):
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container = scan_data["format"]["format_name"]
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log.debug(" Detected container %s", container)
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if not self._matches(container.split(","), ["webm", "mp4", "3gp", "ogg"]):
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return "Container format is not in the approved list of WebM, MP4. Actual: " \
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+ container + " [" + scan_data["format"]["format_long_name"] + "]"
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return ""
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def _verify_video_encoding(self, scan_data: json):
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for stream in scan_data["streams"]:
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if stream["codec_type"] != "video":
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continue
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codec = stream["codec_name"]
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log.debug(" Detected video codec %s encoding %s", codec, stream["pix_fmt"])
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if not self._matches(codec.split(","), ["h264", "vp8", "vp9", "av1", "theora"]):
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return "Video codec is not in the approved list of H264, VP8, VP9, AV1, Theora. Actual: " \
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+ codec + " [" + stream["codec_long_name"] + "]"
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if self._matches(codec.split(","), ["h264"]) and stream["pix_fmt"] != "yuv420p":
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return "Video codec is H264, but its pixel format does not match the approved yuv420p. Actual: " \
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+ stream["pix_fmt"]
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return ""
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@staticmethod
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def _verify_bitrate(scan_data: json):
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if "bit_rate" not in scan_data["format"]:
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return ""
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bit_rate = float(scan_data["format"]["bit_rate"])
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log.debug(" Detected bitrate %s Mbps", str(bit_rate / 1000000.0))
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pixels = -1.0
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for stream in scan_data["streams"]:
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if stream["codec_type"] == "video":
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pieces = stream["r_frame_rate"].split('/', 1)
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frame_rate = float(pieces[0]) if len(pieces) == 1 \
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else float(pieces[0]) / float(pieces[1])
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pixels = max(pixels, float(stream["height"]) * float(stream["width"]) * frame_rate)
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if pixels > 0.0 and pixels / bit_rate < 3.0:
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return "Bits per second is excessive for this data; this may impact web streaming performance. Actual: " \
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+ str(bit_rate / 1000000.0) + "Mbps"
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return ""
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async def _verify_faststart(self, scan_data: json, video_file):
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container = scan_data["format"]["format_name"]
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if self._matches(container.split(","), ["webm", "ogg"]):
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return ""
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result, _ = await self._execute("ffprobe", "-v debug \"" + video_file + "\"")
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iterator = re.finditer(r"\s+seeks:(\d+)\s+", result)
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for match in iterator:
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if int(match.group(1)) != 0:
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return "Video stream descriptors are not at the start of the file (the faststart flag was not used)."
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return ""
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def _verify_audio_encoding(self, scan_data: json):
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for stream in scan_data["streams"]:
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if stream["codec_type"] != "audio":
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continue
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codec = stream["codec_name"]
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log.debug(" Detected audio codec %s", codec)
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if not self._matches(codec.split(","), ["aac", "mp3", "flac", "vorbis", "opus"]):
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return "Audio codec is not in the approved list of AAC, FLAC, MP3, Vorbis, and Opus. Actual: " \
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+ codec + " [" + stream["codec_long_name"] + "]"
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return ""
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async def _verify_audio_volume(self, scan_data: json, seconds, video_file):
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try:
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validate_volume = int(seconds) > 0
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except ValueError:
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validate_volume = 0
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if not validate_volume:
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return ""
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result, _ = await self._execute("ffmpeg", f"-i \"{video_file}\" -t {seconds}"
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+ f" -af volumedetect -vn -sn -dn -f null \"{os.devnull}\"")
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try:
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mean_volume = float(re.search(r"mean_volume:\s+([-+]?\d*\.\d+|\d+)", result).group(1))
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max_volume = float(re.search(r"max_volume:\s+([-+]?\d*\.\d+|\d+)", result).group(1))
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except Exception as e:
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log.debug(" Failure in volume analysis. Message: %s", str(e))
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return ""
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if max_volume < -5.0 and mean_volume < -22.0:
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return "Audio is at least five dB lower than prime. Actual max: " + str(max_volume) \
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+ ", mean: " + str(mean_volume)
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log.debug(" Detected audio volume mean, max as %f dB, %f dB", mean_volume, max_volume)
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return ""
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@staticmethod
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def _compute_crf(scan_data):
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height = 240.0
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for stream in scan_data["streams"]:
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if stream["codec_type"] == "video":
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height = max(height, float(stream["height"]))
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# https://developers.google.com/media/vp9/settings/vod/
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return int(-0.011 * height + 40)
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async def _get_video_encoder(self, scan_data):
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# use what the user said if it's there:
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# if it's not there, use h264 if we can because it's way faster than the others
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# if we don't have h264 use vp9; it's fairly compatible even though it's slow
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if not self._available_encoders:
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self._available_encoders, _ = await self._execute("ffmpeg", "-encoders -v quiet")
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encoder = self._conf.video_encoder.split(" ", 1)[0]
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if re.search(r"^\s*V..... " + encoder + r" ", self._available_encoders, re.MULTILINE):
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return self._conf.video_encoder
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if re.search(r"^\s*V..... libx264 ", self._available_encoders, re.MULTILINE):
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if encoder:
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log.warning(" Using libx264 since the requested encoder was unavailable. Requested: %s", encoder)
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return "libx264 -crf 19 -vf \"format=yuv420p\""
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if not encoder:
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encoder = "libx264"
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if re.search(r"^\s*V..... libvpx-vp9 ", self._available_encoders, re.MULTILINE):
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log.warning(" Using libvpx-vp9 since the requested encoder was unavailable. Requested: %s", encoder)
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crf = self._compute_crf(scan_data)
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return "libvpx-vp9 -crf " + str(crf) + " b:v 0"
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if re.search(r"^\s*V..... libtheora", self._available_encoders, re.MULTILINE):
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log.warning(" Using libtheora since the requested encoder was unavailable. Requested: %s", encoder)
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return "libtheora -q:v 7"
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raise Exception("The video encoder is not available. Requested: " + encoder)
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async def _get_audio_encoder(self, scan_data, video_encoder):
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# if the video encoding is theora or av1/vp8/vp9 use vorbis
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# or we don't have a video encoding but we have an ogg or webm container use vorbis
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# if we need to use vorbis see if the conf file has one else use our own params
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# else use the user-set value if it exists
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# else use aac
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if video_encoder:
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||||||
|
wants_opus = any(encoder in video_encoder for encoder in ["av1", "vp8", "vp9", "theora"])
|
||||||
|
else: # we're not re-encoding video
|
||||||
|
container = scan_data["format"]["format_name"]
|
||||||
|
wants_opus = self._matches(container.split(","), ["webm"])
|
||||||
|
|
||||||
|
if not self._available_encoders:
|
||||||
|
self._available_encoders, _ = await self._execute("ffmpeg", "-encoders -v quiet")
|
||||||
|
|
||||||
|
if wants_opus and re.search(r"^\s*A..... libopus ", self._available_encoders, re.MULTILINE):
|
||||||
|
return "libopus -b:a 160k"
|
||||||
|
|
||||||
|
if wants_opus and re.search(r"^\s*A..... libvorbis ", self._available_encoders, re.MULTILINE):
|
||||||
|
return "libvorbis -q:a 6"
|
||||||
|
|
||||||
|
encoder = self._conf.audio_encoder.split(" ", 1)[0]
|
||||||
|
if re.search(r"^\s*A..... " + encoder + r" ", self._available_encoders, re.MULTILINE):
|
||||||
|
return self._conf.audio_encoder
|
||||||
|
|
||||||
|
if re.search(r"^\s*A..... aac ", self._available_encoders, re.MULTILINE):
|
||||||
|
return "aac -b:a 192k"
|
||||||
|
|
||||||
|
if not encoder:
|
||||||
|
encoder = "aac"
|
||||||
|
raise Exception("The audio encoder is not available. Requested: " + encoder)
|
||||||
|
|
||||||
|
async def _get_volume_filter(self, scan_data):
|
||||||
|
return self._conf.volume_filter if self._conf.volume_filter else "-af loudnorm"
|
||||||
|
|
||||||
|
def _get_best_container_extension(self, scan_data, video_encoder):
|
||||||
|
# the container is chosen by the video format
|
||||||
|
# if we are theora-encoded, we want ogg
|
||||||
|
# if we are vp8/vp9/av1 we want webm
|
||||||
|
# use mp4 for anything else
|
||||||
|
|
||||||
|
if not video_encoder: # not re-encoding video
|
||||||
|
for stream in scan_data["streams"]:
|
||||||
|
if stream["codec_type"] != "video":
|
||||||
|
continue
|
||||||
|
codec = stream["codec_name"].split(",")
|
||||||
|
if self._matches(codec, ["theora"]):
|
||||||
|
return "ogg"
|
||||||
|
if self._matches(codec, ["vp8", "vp9", "av1"]):
|
||||||
|
return "webm"
|
||||||
|
|
||||||
|
if "theora" in video_encoder:
|
||||||
|
return "ogg"
|
||||||
|
elif re.search("vp[89x]|av1", video_encoder.split(" ", 1)[0]):
|
||||||
|
return "webm"
|
||||||
|
return "mp4"
|
||||||
|
|
||||||
|
async def verify_or_repair(self, validate, repair, file_path):
|
||||||
|
if not validate and not repair:
|
||||||
|
return file_path
|
||||||
|
|
||||||
|
await self._verify_ffmpeg_installed()
|
||||||
|
|
||||||
|
result, _ = await self._execute("ffprobe",
|
||||||
|
f"-v quiet -print_format json -show_format -show_streams \"{file_path}\"")
|
||||||
|
try:
|
||||||
|
scan_data = json.loads(result)
|
||||||
|
except Exception as e:
|
||||||
|
log.debug("Failure in JSON parsing ffprobe results. Message: %s", str(e))
|
||||||
|
if validate:
|
||||||
|
raise Exception('Invalid video file: ' + file_path)
|
||||||
|
log.info("Unable to optimize %s . FFmpeg output was unreadable.", file_path)
|
||||||
|
return
|
||||||
|
|
||||||
|
if "format" not in scan_data:
|
||||||
|
if validate:
|
||||||
|
raise Exception('Unexpected video file contents: ' + file_path)
|
||||||
|
log.info("Unable to optimize %s . FFmpeg output is missing the format section.", file_path)
|
||||||
|
return
|
||||||
|
|
||||||
|
faststart_msg = await self._verify_faststart(scan_data, file_path)
|
||||||
|
log.debug("Analyzing %s:", file_path)
|
||||||
|
log.debug(" Detected faststart is %s", "false" if faststart_msg else "true")
|
||||||
|
container_msg = self._verify_container(scan_data)
|
||||||
|
bitrate_msg = self._verify_bitrate(scan_data)
|
||||||
|
video_msg = self._verify_video_encoding(scan_data)
|
||||||
|
audio_msg = self._verify_audio_encoding(scan_data)
|
||||||
|
volume_msg = await self._verify_audio_volume(scan_data, self._conf.volume_analysis_time, file_path)
|
||||||
|
messages = [container_msg, bitrate_msg, faststart_msg, video_msg, audio_msg, volume_msg]
|
||||||
|
|
||||||
|
if not any(messages):
|
||||||
|
return file_path
|
||||||
|
|
||||||
|
if not repair:
|
||||||
|
errors = "Streamability verification failed:\n"
|
||||||
|
for message in messages:
|
||||||
|
if message:
|
||||||
|
errors += " " + message + "\n"
|
||||||
|
|
||||||
|
raise Exception(errors)
|
||||||
|
|
||||||
|
# the plan for transcoding:
|
||||||
|
# we have to re-encode the video if it is in a nonstandard format
|
||||||
|
# we also re-encode if we are h264 but not yuv420p (both errors caught in video_msg)
|
||||||
|
# we also re-encode if our bitrate is too high
|
||||||
|
|
||||||
|
try:
|
||||||
|
transcode_command = f"-i \"{file_path}\" -y -c:s copy -c:d copy -c:v "
|
||||||
|
|
||||||
|
video_encoder = ""
|
||||||
|
if video_msg or bitrate_msg:
|
||||||
|
video_encoder = await self._get_video_encoder(scan_data)
|
||||||
|
transcode_command += video_encoder + " "
|
||||||
|
else:
|
||||||
|
transcode_command += "copy "
|
||||||
|
|
||||||
|
transcode_command += "-movflags +faststart -c:a "
|
||||||
|
|
||||||
|
if audio_msg or volume_msg:
|
||||||
|
audio_encoder = await self._get_audio_encoder(scan_data, video_encoder)
|
||||||
|
transcode_command += audio_encoder + " "
|
||||||
|
if volume_msg:
|
||||||
|
volume_filter = await self._get_volume_filter(scan_data)
|
||||||
|
transcode_command += volume_filter + " "
|
||||||
|
else:
|
||||||
|
transcode_command += "copy "
|
||||||
|
|
||||||
|
path = pathlib.Path(file_path)
|
||||||
|
extension = self._get_best_container_extension(scan_data, video_encoder)
|
||||||
|
|
||||||
|
# TODO: put it in a temp folder and delete it after we upload?
|
||||||
|
output = path.parent / (path.stem + "_fixed." + extension)
|
||||||
|
transcode_command += '"' + str(output) + '"'
|
||||||
|
|
||||||
|
log.info("Proceeding on transcode via: ffmpeg %s", transcode_command)
|
||||||
|
result, code = await self._execute("ffmpeg", transcode_command)
|
||||||
|
if code != 0:
|
||||||
|
raise Exception("Failure to complete the transcode command. Output: " + result)
|
||||||
|
except Exception as e:
|
||||||
|
if validate:
|
||||||
|
raise
|
||||||
|
log.info("Unable to transcode %s . Message: %s", file_path, str(e))
|
||||||
|
# TODO: delete partial output file here if it exists?
|
||||||
|
return file_path
|
||||||
|
|
||||||
|
return output
|
46
scripts/check_video.py
Executable file
46
scripts/check_video.py
Executable file
|
@ -0,0 +1,46 @@
|
||||||
|
#!/usr/bin/env python3
|
||||||
|
|
||||||
|
import asyncio
|
||||||
|
import logging
|
||||||
|
import sys
|
||||||
|
import lbry.wallet # just to make the following line work:
|
||||||
|
from lbry.conf import TranscodeConfig
|
||||||
|
from lbry.file_analysis import VideoFileAnalyzer
|
||||||
|
|
||||||
|
|
||||||
|
def enable_logging():
|
||||||
|
root = logging.getLogger()
|
||||||
|
root.setLevel(logging.DEBUG)
|
||||||
|
|
||||||
|
handler = logging.StreamHandler(sys.stdout)
|
||||||
|
handler.setLevel(logging.DEBUG)
|
||||||
|
formatter = logging.Formatter('%(message)s') # %(asctime)s - %(levelname)s -
|
||||||
|
handler.setFormatter(formatter)
|
||||||
|
root.addHandler(handler)
|
||||||
|
|
||||||
|
|
||||||
|
async def main():
|
||||||
|
if len(sys.argv) < 2:
|
||||||
|
print("Usage: <path to video file>", file=sys.stderr)
|
||||||
|
sys.exit(1)
|
||||||
|
video_file = sys.argv[1]
|
||||||
|
|
||||||
|
enable_logging()
|
||||||
|
conf = TranscodeConfig()
|
||||||
|
analyzer = VideoFileAnalyzer(conf)
|
||||||
|
try:
|
||||||
|
await analyzer.verify_or_repair(True, False, video_file)
|
||||||
|
print("No concerns. Ship it!")
|
||||||
|
except Exception as e:
|
||||||
|
print(str(e))
|
||||||
|
transcode = input("Would you like repair this via transcode now? [y/N] ")
|
||||||
|
if transcode == "y":
|
||||||
|
try:
|
||||||
|
new_video_file = await analyzer.verify_or_repair(True, True, video_file)
|
||||||
|
print("Successfully created ", new_video_file)
|
||||||
|
except Exception as e:
|
||||||
|
print("Unable to complete the transcode. Message: ", str(e))
|
||||||
|
|
||||||
|
|
||||||
|
if __name__ == '__main__':
|
||||||
|
asyncio.run(main())
|
Loading…
Reference in a new issue