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ピクシブの大規模ライブ配信 / ImageFlux Live
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ImageFlux
January 26, 2018
Technology
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11k
ピクシブの大規模ライブ配信 / ImageFlux Live
ImageFlux meetup #1
MICHII Shunsuke, pixiv Technologies Inc.
2018-01-25
ImageFlux
January 26, 2018
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Transcript
େنϥΠϒ৴ MICHII Shunsuke | pixiv Technologies Inc. ImageFlux meetup #1
2018-01-25 ٕज़ηογϣϯ
MICHII Shunsuke | harukasan ImageFluxࣄۀऀ ϐΫγϒςΫϊϩδʔζגࣜձࣾࣥߦһ ImageFluxͰGoΛॻ͍ͨΓΠϯϑϥपΓΛ୲
ImageFlux Live • ϒϥβ͔ΒϓϥάΠϯෆཁͰϥΠϒ৴Λ։࢝ • HLSܗࣜͰϒϥβɺϞόΠϧΞϓϦʹ৴ • hls.jsͳͲҰൠతͳHLSΫϥΠΞϯτͰ࠶ੜՄೳ • ͖ͳղ૾/࣭ʹεέʔϦϯάͯ͠৴
ࣄྫ: pixiv Sketch Live
ࣄྫ: pixiv ONE • ϐΫγϒॳͷϥΠϒυϩʔΠϯάΠϕϯτ • ಉ࣌ࢹௌऀ: 5,000ϢʔβʔҎ্ • ϒϥβ͔Βͷେن৴ࣄྫ
ImageFluxͱϥΠϒ৴ • ImageFluxͷϛογϣϯ: ϐΫγϒͷٕज़ΛεϐϯΞτ͢Δ͜ͱͰϐΫγϒͷٕज़্Λࢦ͢ • pixiv Sketch LiveͷͨΊʹImageFluxνʔϜͰϥΠϒ৴ಈతมΛ։ൃ • ϥΠϒ৴ಈతมΛαʔϏεͱͯ͠ఏڙ༧ఆ
• ϐΫγϒͱͯ͠ImageFluxͱͯ͠ϥΠϒ৴ΛڧԽ
ImageFlux Live ৴ऀ ImageFlux Live WebRTC HLS ࢹௌऀ • WebRTCετϦʔϜͰड͚औͬͨಈըΛHLSʹมͯ͠৴
• HLSܗࣜʹม͢Δ͜ͱͰɺଓΛؾʹͤͣେن৴͕Մೳ • WebRTCͳͷͰԆɺ͔ͭHLSͳͷͰେن৴Ͱ͖Δʂ
HLS (HTTP Live Streaming) • Apple͕։ൃͨ͠ϥΠϒετϦʔϛϯά༷ • ϒϥβ/iOS/AndroidͰ࠶ੜՄೳ • iOS:
ωΠςΟϒͰରԠ • Android: ExoPlayer • ϒϥβ: hls.js
HLS (HTTP Live Streaming) .m3u8 hls0.ts hls1.ts hls2.ts ϓϨΠϦετϑΝΠϧ ಈըετϦʔϜϑΝΠϧ
#EXTM3U #EXT-X-TARGETDURATION:3 #EXT-X-VERSION:3 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:3.00000, hls0.ts #EXTINF:3.00000, hls1.ts #EXTINF:3.00000, hls2.ts ϑΝΠϧͷ͞
HLS (HTTP Live Streaming) .m3u8 hls0.ts hls1.ts ϓϨΠϠʔ #EXTM3U #EXT-X-TARGETDURATION:3
#EXT-X-VERSION:3 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:3.00000, hls0.ts #EXTINF:3.00000, hls1.ts ϙʔϦϯά
HLS (HTTP Live Streaming) .m3u8 hls0.ts hls1.ts ϓϨΠϠʔ ϙʔϦϯά #EXTM3U
#EXT-X-TARGETDURATION:3 #EXT-X-VERSION:3 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:3.00000, hls0.ts #EXTINF:3.00000, hls1.ts
HLS (HTTP Live Streaming) .m3u8 hls0.ts hls1.ts hls2.ts ϓϨΠϠʔ #EXTM3U
#EXT-X-TARGETDURATION:3 #EXT-X-VERSION:3 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:3.00000, hls0.ts #EXTINF:3.00000, hls1.ts #EXTINF:3.00000, hls2.ts ϙʔϦϯά
HLS (HTTP Live Streaming) .m3u8 hls0.ts hls1.ts hls2.ts ϓϨΠϠʔ #EXTM3U
#EXT-X-TARGETDURATION:3 #EXT-X-VERSION:3 #EXT-X-MEDIA-SEQUENCE:0 #EXTINF:3.00000, hls0.ts #EXTINF:3.00000, hls1.ts #EXTINF:3.00000, hls2.ts ϙʔϦϯά
HLSͱԆ • ηάϝϯτϑΝΠϧͷ͞ʹ࠷ͷͳ͕͞ • EXT-X-STARTλάΛ͏ͱϓϨΠϦετͷ࠶ੜΦϑηοτΛܾΊΒΕΔ • pixiv Sketch LiveͷઃఆͩͱԆ10ʙඵ͘Β͍ •
͍·ͷͱ͜ΖؤுΔͱ3ඵ͘Β͍·ͰॖΊͦ͏
γεςϜߏ Transcoder Transcoder Transcoder RTP stream Stream Manager Msgpack stream
TS TS TS ৴ऀ WebRTC SFU WebRTC API Transcoder: H.264/AVC, OpusετϦʔϜΛ τϥϯείʔυ͠ɺMPEG2-TS ʹmuxingͯ͠ग़ྗ Stream Manager: Transcoderͷϓϩηεཧ RTPετϦʔϜΛύʔε͠ɺॱং ੍ޚΛߦͬͯTranscoderʹ͓͘Δ Transcoder͕ग़ྗͨ͠TSϑΝΠϧ ΛHLSʹه API: ετϦʔϜΛ࢝ΊΔAPI ·ͩαʔϏε༷͕ܾ·͍ͬͯ·ͤΜ
WebRTC SFU • WebRTC SFU / ηογϣϯཧʹWebRTC SFU SoraΛ࠾༻ •
Sora͕ղআͨ͠RTPετϦʔϜΛStream Managerʹసૹ RTP stream WebRTC SFU WebRTC
Stream Manager Transcoder Stream Manager RTP stream UDP HTTP API
TCP • GoͰॻ͔Εͨγϯάϧϓϩηεαʔό • ඞཁͳͷTranscoderϓϩηεΛىಈ • RTPετϦʔϜΛσίʔυɺύʔεͯ͠Msgpackʹ٧Ίͯ͠τϥϯείʔμʹసૹ • RTPετϦʔϜUDPͷͨΊॱং੍ޚɺόοϑΝϦϯά͕ඞཁʹͳΔ Msgpack
RTP • ϦΞϧλΠϜੑͷͨΊʹ࠶ૹ੍ޚͳͲΛল͍ͨϓϩτίϧ • UDPͳͷͰॱং੍ޚ͞Ε͍ͯͳ͍͕ɺγʔέϯε൪߸ؚ͕·Ε͍ͯΔͷͰ γʔέϯε൪߸Λϕʔεʹฒͼସ͑Δඞཁ͕͋Δ • RFC3350(RTP)ͰϖΠϩʔυͷ༰·Ͱఆٛ͞Ε͍ͯͳ͍ • H.264:
RFC6184 • Opus: RFC7587
Transcoder • RustͰॻ͔ΕͨCLIϓϩηε • bindgenΛར༻ͯ͠C++ͷSDKΛόΠϯυ • livavformatΛར༻ͯ͠ԻͱಈըΛmuxing Tesla NVIDIA Video
Codec SDK Transcoder Libavformat
NVDEC/NVENC • NVIDIA Tesla GPUʹࡌ͞Ε͍ͯΔNVDEC/NVENCΛར༻ https://developer.nvidia.com/nvidia-video-codec-sdk
NVDEC/NVENC • ࣮ࡍʹσίʔυ/ΤϯίʔυॲཧΛΔͷCUDAίΞͰͳ͘ઐ༻νοϓ • ઐ༻νοϓͷʹΑͬͯॲཧͰ͖ΔετϦʔϜ͕ܾ·Δ • decoder/encoder/cudaͦΕͧΕͷෛՙΛϞχλϦϯά͢Δͷ͕ॏཁ • CUDAεέʔϦϯάʹ͚ͩ༻
NVDEC/NVENC Τϯίʔμෛՙ͕ߴΊ
Rust • ͍͞͠ΐʹࢼͯ͠ΒͬͨΞϧόΠτ͕Ұ൪͘ॻ͚Δͷ͕Rustͩͬͨ • ϝϞϦ·ΘΓͷॻ͖ํ͕C++ΑΓ҆͘͢͝શ/؆୯ • cgoͱҧͬͯbindgenόΠϯσΟϯάίʔυΛੜͯ͘͠ΕΔͷͰཧղ͠ ͍͢
ࠓޙͷల • αʔϏε༷ͷܾఆ • ύέοτϩε࣌ͷΤϥʔॲཧ্ • ϋʔυΣΞΤϯίʔμͷݕূ • αʔϏεͱͯ͠ϦϦʔεʂ
·ͱΊ • ImageFluxͰϥΠϒ৴ߦ͍͖ͬͯ·͢ʂ • ·ͩαʔϏε༷͕ܾ·͍ͬͯͳ͍ͨΊώΞϦϯάΛߦ͍ͬͯΔஈ֊Ͱ͢ • ڵຯ͋Δํੋඇ͓͕͚͍ͩ͘͞