15473f3c77
Co-authored-by: SolitaryThinker <wlsaidhi@gmail.com> Co-authored-by: Matthew Noto <99706358+RandNMR73@users.noreply.github.com> Co-authored-by: XOR-op <17672363+XOR-op@users.noreply.github.com> Co-authored-by: Zhang Peiyuan <42993249+jzhang38@users.noreply.github.com>
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85 KiB
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1 line
85 KiB
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44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 60px; height: 1px; padding-top: 487px; margin-left: 151px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">shutdown()</div></div></div></foreignObject><text x="151" y="490" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">shutdown()</text></switch></g></g><g><rect x="460" y="460" width="70" height="40" rx="6" ry="6" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 60px; height: 1px; padding-top: 482px; margin-left: 470px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">join_user()</div></div></div></foreignObject><text x="470" y="485" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">join_user()</text></switch></g></g><g><rect x="541" y="460" width="80" height="40" rx="6" ry="6" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 70px; height: 1px; padding-top: 482px; margin-left: 551px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">user_step()</div></div></div></foreignObject><text x="551" y="485" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">user_step()</text></switch></g></g><g><rect x="631" y="455" width="80" height="45" rx="6.75" ry="6.75" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 70px; height: 1px; padding-top: 480px; margin-left: 641px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">leave_user()</div></div></div></foreignObject><text x="641" y="483" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">leave_user()</text></switch></g></g><g><rect x="40" y="570" width="230" height="80" rx="12" ry="12" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 220px; height: 1px; padding-top: 612px; margin-left: 50px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-style: italic; white-space: normal; word-wrap: normal; ">_send_command()<br /><br />puts on command_queue,<br />blocks on response_queue.get<div><br /></div><div><b>**for user agonistic commands</b></div></div></div></div></foreignObject><text x="50" y="615" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" font-style="italic">_send_command()...</text></switch></g></g><g><rect x="311" y="574" width="300" height="90" rx="13.5" ry="13.5" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 290px; height: 1px; padding-top: 621px; margin-left: 321px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-style: italic; white-space: normal; word-wrap: normal; ">_send_command_tagged()<br /><br />creates Future; registers in<br />_pending_futures[user_id];<br />ensures response reader; <b>awaits future</b><div><br /></div><div><b>**for user specific commands</b></div></div></div></div></foreignObject><text x="321" y="624" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" font-style="italic">_send_command_tagged()...</text></switch></g></g><g><rect x="761" y="560" width="340" height="110" rx="16.5" ry="16.5" fill="#d5e8d4" stroke="#82b366" pointer-events="all" style="fill: light-dark(rgb(213, 232, 212), rgb(31, 47, 30)); stroke: light-dark(rgb(130, 179, 102), rgb(68, 110, 44));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 330px; height: 1px; padding-top: 617px; margin-left: 771px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-style: italic; white-space: normal; word-wrap: normal; ">_response_reader()<br /><br />a while loop that reads response_queue;<br />dispatch WorkerEvent:<br />• media → _stream_queues<br />• acks/errors → _pending_futures</div></div></div></foreignObject><text x="771" y="620" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" font-style="italic">_response_reader()...</text></switch></g></g><g><rect x="261" y="724" width="340" height="110" rx="16.5" ry="16.5" fill="#fff2cc" stroke="#d6b656" pointer-events="all" style="fill: light-dark(rgb(255, 242, 204), rgb(40, 29, 0)); stroke: light-dark(rgb(214, 182, 86), rgb(109, 81, 0));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 330px; height: 1px; padding-top: 781px; margin-left: 271px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">«dict» _pending_futures<br /><br />{user_id → asyncio.Future}<br /><br />created by _send_command_tagged;<br />resolved + popped by _response_reader;<br />cleared on model reload or leave</div></div></div></foreignObject><text x="271" y="784" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">«dict» _pending_futures...</text></switch></g></g><g><rect x="681" y="724" width="460" height="126" rx="18.9" ry="18.9" fill="#fff2cc" stroke="#d6b656" pointer-events="all" style="fill: light-dark(rgb(255, 242, 204), rgb(40, 29, 0)); stroke: light-dark(rgb(214, 182, 86), rgb(109, 81, 0));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 450px; height: 1px; padding-top: 789px; margin-left: 691px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">«dict» _stream_queues: <div><span style="color: light-dark(rgb(63, 63, 63), rgb(183, 183, 183)); background-color: transparent;">each is a queue of metadata that tell the consumer which part of the shared </span></div><div><div><font color="#000000" style="color: light-dark(rgb(0, 0, 0), rgb(237, 237, 237));">stream buffer to read next.<br /></font><br />{user_id → asyncio.Queue}<br /><br />created by register_stream_queue()<br />written by _response_reader (MediaInit / Chunk / Complete);<br />consumed by AV loop → ws.send_bytes / send_json;<br />popped by leave_user(); cleared on reload</div></div></div></div></div></foreignObject><text x="691" y="792" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px">«dict» _stream_queues:...</text></switch></g></g><g><path d="M 1 895 L 1221 895" fill="none" stroke="#888888" stroke-miterlimit="10" stroke-dasharray="3 3" pointer-events="all" style="stroke: light-dark(rgb(136, 136, 136), rgb(120, 120, 120));"/></g><g><rect x="411" y="888" width="400" height="20" fill="none" stroke="none" pointer-events="all"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 895px; margin-left: 611px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #666666; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#666666, #959595); line-height: 1.2; pointer-events: all; font-style: italic; white-space: nowrap; ">── process boundary (mp.Queue + mp.RawArray) ──</div></div></div></foreignObject><text x="611" y="906" fill="#666666" font-family=""Helvetica"" font-size="11px" text-anchor="middle" font-style="italic">── process boundary (mp.Queue + mp.RawArray) ──</text></switch></g></g><g><path d="M 40 935 C 40 926.72 84.77 920 140 920 C 166.52 920 191.96 921.58 210.71 924.39 C 229.46 927.21 240 931.02 240 935 L 240 1005 C 240 1013.28 195.23 1020 140 1020 C 84.77 1020 40 1013.28 40 1005 Z" fill="#f8cecc" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(248, 206, 204), rgb(81, 45, 43)); stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/><path d="M 240 935 C 240 943.28 195.23 950 140 950 C 84.77 950 40 943.28 40 935" fill="none" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 198px; height: 1px; padding-top: 984px; margin-left: 41px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 12px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">command_queue</div></div></div></foreignObject><text x="140" y="987" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="12px" text-anchor="middle" font-weight="bold">command_queue</text></switch></g></g><g><path d="M 481 935 C 481 926.72 525.77 920 581 920 C 607.52 920 632.96 921.58 651.71 924.39 C 670.46 927.21 681 931.02 681 935 L 681 1005 C 681 1013.28 636.23 1020 581 1020 C 525.77 1020 481 1013.28 481 1005 Z" fill="#f8cecc" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(248, 206, 204), rgb(81, 45, 43)); stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/><path d="M 681 935 C 681 943.28 636.23 950 581 950 C 525.77 950 481 943.28 481 935" fill="none" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 198px; height: 1px; padding-top: 984px; margin-left: 482px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 12px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">response_queue</div></div></div></foreignObject><text x="581" y="987" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="12px" text-anchor="middle" font-weight="bold">response_queue</text></switch></g></g><g><path d="M 861 935 C 861 926.72 923.68 920 1001 920 C 1038.13 920 1073.74 921.58 1099.99 924.39 C 1126.25 927.21 1141 931.02 1141 935 L 1141 1005 C 1141 1013.28 1078.32 1020 1001 1020 C 923.68 1020 861 1013.28 861 1005 Z" fill="#f8cecc" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(248, 206, 204), rgb(81, 45, 43)); stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/><path d="M 1141 935 C 1141 943.28 1078.32 950 1001 950 C 923.68 950 861 943.28 861 935" fill="none" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 278px; height: 1px; padding-top: 984px; margin-left: 862px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">shared_stream_buffer<br />(mp.RawArray, 256 MiB)<br /><br />zero-copy mp4 bytes</div></div></div></foreignObject><text x="1001" y="987" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px" text-anchor="middle">shared_stream_buffer...</text></switch></g></g><g><rect x="41" y="1060" width="1140" height="80" rx="12" ry="12" fill="#e0e0e0" stroke="#666666" pointer-events="all" style="fill: light-dark(rgb(224, 224, 224), rgb(45, 45, 45)); stroke: light-dark(rgb(102, 102, 102), rgb(149, 149, 149));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 1128px; height: 1px; padding-top: 1103px; margin-left: 53px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 10px; font-family: "monospace"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">worker_ipc.py — shared types (imported on both sides of the process boundary)<br /><br />Command(type: CommandType, payload: CommandPayload | None, user_id: str | None)<br />CommandPayload = UserStepPayload | WarmupPayload | ReloadModelPayload<br />WorkerEvent = StepComplete | WorkerError | JoinAck | LeaveAck | ReloadAck | WarmupComplete | MediaInit | MediaChunk | MediaComplete | InitAck | ShutdownAck</div></div></div></foreignObject><text x="53" y="1106" fill="light-dark(#000000, #ffffff)" font-family=""monospace"" font-size="10px" font-weight="bold">worker_ipc.py — shared types (imported on both sides of the process boundary)...</text></switch></g></g><g><rect x="34" y="1271" width="1140" height="360" fill="#fef1e0" stroke="#d79b00" stroke-width="2" pointer-events="all" style="fill: light-dark(rgb(254, 241, 224), rgb(38, 27, 12)); stroke: light-dark(rgb(215, 155, 0), rgb(153, 101, 0));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe flex-start; justify-content: unsafe flex-start; width: 1123px; height: 1px; padding-top: 1286px; margin-left: 51px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 13px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">Worker Subprocess - in each GPUSlot</div></div></div></foreignObject><text x="51" y="1299" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="13px" font-weight="bold">Worker Subprocess - in each GPUSlot</text></switch></g></g><g><rect x="81" y="1320" width="240" height="120" rx="18" ry="18" fill="#ffe6cc" stroke="#d79b00" pointer-events="all" style="fill: light-dark(rgb(255, 230, 204), rgb(54, 33, 10)); stroke: light-dark(rgb(215, 155, 0), rgb(153, 101, 0));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 228px; height: 1px; padding-top: 1384px; margin-left: 93px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">command dispatcher<br /><br />gpu_worker_process() branches on<br />CommandType; asserts payload type<br /><br />INIT / WARMUP / RELOAD_MODEL<br />USER_JOIN / USER_STEP / USER_LEAVE<br />SHUTDOWN</div></div></div></foreignObject><text x="93" y="1387" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px" font-weight="bold">command dispatcher...</text></switch></g></g><g><rect x="421" y="1320" width="240" height="120" rx="18" ry="18" fill="#e1d5e7" stroke="#9673a6" pointer-events="all" style="fill: light-dark(rgb(225, 213, 231), rgb(57, 47, 63)); stroke: light-dark(rgb(150, 115, 166), rgb(149, 119, 163));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 228px; height: 1px; padding-top: 1384px; margin-left: 433px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; font-weight: bold; white-space: normal; word-wrap: normal; ">VideoGenerationWorker.generate_step()<br />video_generation.py:380<br /><br />reads + updates ContinuationState,<br />calls generator</div></div></div></foreignObject><text x="433" y="1387" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px" font-weight="bold">VideoGenerationWorker.generate_step()...</text></switch></g></g><g><rect x="761" y="1320" width="260" height="120" rx="18" ry="18" fill="#b1d8d7" stroke="#23445d" pointer-events="all" style="fill: light-dark(rgb(177, 216, 215), rgb(32, 66, 65)); stroke: light-dark(rgb(35, 68, 93), rgb(160, 188, 210));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 248px; height: 1px; padding-top: 1384px; margin-left: 773px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: 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upsampler<br />FP4 quant, torch.compile<br /><br />owned by VideoGenerationWorker<br />video_generation.py:211</div></div></div></foreignObject><text x="541" y="1553" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px" text-anchor="middle">VideoGenerator (fastvideo)...</text></switch></g></g><g><rect x="761" y="1500" width="260" height="100" rx="15" ry="15" fill="#ffffff" stroke="#d79b00" pointer-events="all" style="fill: light-dark(rgb(255, 255, 255), rgb(18, 18, 18)); stroke: light-dark(rgb(215, 155, 0), rgb(153, 101, 0));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 258px; height: 1px; padding-top: 1550px; margin-left: 762px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">ffmpeg subprocess<br /><br />libx264 / *_nvenc<br />fragmented mp4</div></div></div></foreignObject><text x="891" y="1553" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px" text-anchor="middle">ffmpeg subprocess...</text></switch></g></g><g><rect x="81" y="1500" width="240" height="100" rx="15" ry="15" fill="#e1d5e7" stroke="#9673a6" pointer-events="all" style="fill: light-dark(rgb(225, 213, 231), rgb(57, 47, 63)); stroke: light-dark(rgb(150, 115, 166), rgb(149, 119, 163));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 228px; height: 1px; padding-top: 1554px; margin-left: 93px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">ContinuationState<br />video_generation.py:89<br /><br />• video_images: list[PIL.Image]<br />• audio_latents: torch.Tensor (CPU)<br /><br />carried across segments</div></div></div></foreignObject><text x="93" y="1557" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px">ContinuationState...</text></switch></g></g><g><path d="M 611 200 L 611 253.63" fill="none" stroke="#6c8ebf" stroke-miterlimit="10" pointer-events="stroke" 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891px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; background-color: #ffffff; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; background-color: light-dark(#ffffff, var(--ge-dark-color, #121212)); white-space: nowrap; ">rawvideo + wav</div></div></div></foreignObject><text x="891" y="1474" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" text-anchor="middle">rawvideo + wav</text></switch></g></g><g><path d="M 956 1320 L 956 1170 L 1001.09 1170 L 1001 1026.37" fill="none" stroke="#b85450" stroke-miterlimit="10" pointer-events="stroke" style="stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/><path d="M 1001 1021.12 L 1004.5 1028.12 L 1001 1026.37 L 997.5 1028.12 Z" fill="#b85450" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(184, 84, 80), rgb(215, 129, 126)); stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 1170px; margin-left: 979px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; background-color: #ffffff; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; background-color: light-dark(#ffffff, var(--ge-dark-color, #121212)); white-space: nowrap; ">write mp4 bytes<br />at shared_write_offset</div></div></div></foreignObject><text x="979" y="1173" fill="light-dark(#000000, #ffffff)" 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709.12 173.5 Z" fill="#6c8ebf" stroke="#6c8ebf" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(108, 142, 191), rgb(92, 121, 163)); stroke: light-dark(rgb(108, 142, 191), rgb(92, 121, 163));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 259px; margin-left: 1271px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; background-color: #ffffff; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; background-color: light-dark(#ffffff, var(--ge-dark-color, #121212)); white-space: nowrap; ">session AV loop (main.py:2124):<br />ws.send_bytes(chunk) — binary mp4 frames<br />ws.send_json({type: media_init | media_segment_complete | ...})</div></div></div></foreignObject><text x="1271" y="262" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" text-anchor="middle">session AV loop (main.py:2124):...</text></switch></g></g><g><path d="M 787 1320 L 787.09 1170 L 651.09 1170 L 651 1026.37" fill="none" stroke="#b85450" stroke-miterlimit="10" pointer-events="stroke" style="stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/><path d="M 651 1021.12 L 654.5 1028.12 L 651 1026.37 L 647.5 1028.12 Z" fill="#b85450" stroke="#b85450" stroke-miterlimit="10" pointer-events="all" style="fill: light-dark(rgb(184, 84, 80), rgb(215, 129, 126)); stroke: light-dark(rgb(184, 84, 80), rgb(215, 129, 126));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe center; width: 1px; height: 1px; padding-top: 1170px; margin-left: 719px;"><div style="box-sizing: border-box; font-size: 0; text-align: center; color: #000000; background-color: #ffffff; "><div style="display: inline-block; font-size: 10px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; background-color: light-dark(#ffffff, var(--ge-dark-color, #121212)); white-space: nowrap; ">MediaChunk (offset, len)</div></div></div></foreignObject><text x="719" y="1173" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="10px" text-anchor="middle">MediaChunk (offset, len)</text></switch></g></g><g><rect x="0" y="0" width="270" height="380" rx="40.5" ry="40.5" fill="#f5f5f5" stroke="#999999" pointer-events="all" style="fill: light-dark(rgb(245, 245, 245), rgb(26, 26, 26)); stroke: light-dark(rgb(153, 153, 153), rgb(106, 106, 106));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; text-align: left;" pointer-events="none" width="100%" height="100%" requiredFeatures="http://www.w3.org/TR/SVG11/feature#Extensibility"><div xmlns="http://www.w3.org/1999/xhtml" style="display: flex; align-items: unsafe center; justify-content: unsafe flex-start; width: 258px; height: 1px; padding-top: 194px; margin-left: 12px;"><div style="box-sizing: border-box; font-size: 0; text-align: left; color: #000000; "><div style="display: inline-block; font-size: 11px; font-family: "Helvetica"; color: light-dark(#000000, #ffffff); line-height: 1.2; pointer-events: all; white-space: normal; word-wrap: normal; ">Legend<br /><br />■ blue client / external<br />■ green main-process pool/slot<br /> (methods — italic label)<br />■ yellow containers (routing state)<br />■ red IPC primitives (mp.Queue, mp.RawArray)<br /><br />Worker subprocess modules:<br />■ orange gpu_pool.py (dispatcher)<br />■ lavender video_generation.py<br />■ teal av_streaming.py<br />■ gray worker_ipc.py (shared types)<br /><br />Flow:<br /> client → pool → slot<br /> → _send_command(_tagged) → command_queue<br /> → dispatcher → generate_step()<br /> → stream_fmp4() → ffmpeg<br /> → shared_buf + response_queue<br /> → _response_reader → futures / stream_queues<br /> → client awaits (via main.py AV loop)</div></div></div></foreignObject><text x="12" y="197" fill="light-dark(#000000, #ffffff)" font-family=""Helvetica"" font-size="11px">Legend...</text></switch></g></g><g><rect x="481" y="1670" width="120" height="60" rx="9" ry="9" fill="#e1d5e7" stroke="#9673a6" pointer-events="all" style="fill: light-dark(rgb(225, 213, 231), rgb(57, 47, 63)); stroke: light-dark(rgb(150, 115, 166), rgb(149, 119, 163));"/></g><g><g transform="translate(-0.5 -0.5)"><switch><foreignObject style="overflow: visible; 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