update docs
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digraph data_model {
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rankdir=LR
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node [shape=record, fontname="Helvetica", fontsize=11]
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edge [fontname="Helvetica", fontsize=10]
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bgcolor="#0a0e17"
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fontname="Helvetica"
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node [fontname="Helvetica" fontsize=11 shape=plaintext]
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edge [fontname="Helvetica" fontsize=9 fontcolor="#8892a8" color="#4a5568"]
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labelloc="t"
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label="MPR - Data Model"
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label="Data Model"
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labelloc=t
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fontsize=16
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fontname="Helvetica-Bold"
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fontcolor="#0066ff"
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graph [splines=ortho, nodesep=0.6, ranksep=1.2]
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MediaAsset [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>MediaAsset</b></font></td></tr>
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<tr><td><font color="#8892a8">id</font></td><td><font color="#e8eaf0">UUID PK</font></td></tr>
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<tr><td><font color="#8892a8">filename</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">file_path</font></td><td><font color="#e8eaf0">str (relative)</font></td></tr>
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<tr><td><font color="#8892a8">duration / fps / size</font></td><td><font color="#e8eaf0">probe metadata</font></td></tr>
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</table>
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>]
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MediaAsset [label="{MediaAsset|id: UUID (PK)\lfilename: str\lfile_path: str (S3 key)\lfile_size: int?\lstatus: pending/ready/error\lerror_message: str?\l|duration: float?\lvideo_codec: str?\laudio_codec: str?\lwidth: int?\lheight: int?\lframerate: float?\lbitrate: int?\lproperties: JSON\l|comments: str\ltags: JSON[]\l|created_at: datetime\lupdated_at: datetime\l}"]
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Profile [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>Profile</b></font></td></tr>
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<tr><td><font color="#8892a8">name</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">pipeline</font></td><td><font color="#e8eaf0">JSONB topology</font></td></tr>
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<tr><td><font color="#8892a8">configs</font></td><td><font color="#e8eaf0">JSONB per-stage</font></td></tr>
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</table>
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>]
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TranscodePreset [label="{TranscodePreset|id: UUID (PK)\lname: str (unique)\ldescription: str\lis_builtin: bool\l|container: str\l|video_codec: str\lvideo_bitrate: str?\lvideo_crf: int?\lvideo_preset: str?\lresolution: str?\lframerate: float?\l|audio_codec: str\laudio_bitrate: str?\laudio_channels: int?\laudio_samplerate: int?\l|extra_args: JSON[]\l|created_at: datetime\lupdated_at: datetime\l}"]
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Timeline [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>Timeline</b></font></td></tr>
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<tr><td><font color="#8892a8">id</font></td><td><font color="#e8eaf0">UUID PK</font></td></tr>
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<tr><td><font color="#8892a8">source_asset_id</font></td><td><font color="#e8eaf0">FK MediaAsset</font></td></tr>
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<tr><td><font color="#8892a8">chunk_paths</font></td><td><font color="#e8eaf0">str[]</font></td></tr>
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<tr><td><font color="#8892a8">profile_name</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">fps / status</font></td><td><font color="#e8eaf0">cached, ready, ...</font></td></tr>
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</table>
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>]
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TranscodeJob [label="{TranscodeJob|id: UUID (PK)\l|source_asset_id: UUID (FK)\l|preset_id: UUID? (FK)\lpreset_snapshot: JSON\l|trim_start: float?\ltrim_end: float?\l|output_filename: str\loutput_path: str? (S3 key)\loutput_asset_id: UUID? (FK)\l|status: pending/processing/...\lprogress: float (0-100)\lcurrent_frame: int?\lcurrent_time: float?\lspeed: str?\lerror_message: str?\l|celery_task_id: str?\lexecution_arn: str?\lpriority: int\l|created_at: datetime\lstarted_at: datetime?\lcompleted_at: datetime?\l}"]
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Job [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>Job</b></font></td></tr>
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<tr><td><font color="#8892a8">id</font></td><td><font color="#e8eaf0">UUID PK</font></td></tr>
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<tr><td><font color="#8892a8">timeline_id</font></td><td><font color="#e8eaf0">FK Timeline</font></td></tr>
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<tr><td><font color="#8892a8">parent_id</font></td><td><font color="#e8eaf0">FK Job (replay tree)</font></td></tr>
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<tr><td><font color="#8892a8">profile_name</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">config_overrides</font></td><td><font color="#e8eaf0">JSONB</font></td></tr>
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<tr><td><font color="#8892a8">run_type</font></td><td><font color="#e8eaf0">initial / replay / retry</font></td></tr>
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<tr><td><font color="#8892a8">status / current_stage</font></td><td><font color="#e8eaf0">runtime</font></td></tr>
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</table>
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>]
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MediaAsset -> TranscodeJob [xlabel="1:N source_asset"]
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TranscodePreset -> TranscodeJob [xlabel="1:N preset"]
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TranscodeJob -> MediaAsset [xlabel="1:1 output_asset", style=dashed]
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Checkpoint [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>Checkpoint</b></font></td></tr>
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<tr><td><font color="#8892a8">id</font></td><td><font color="#e8eaf0">UUID PK</font></td></tr>
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<tr><td><font color="#8892a8">timeline_id</font></td><td><font color="#e8eaf0">FK Timeline</font></td></tr>
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<tr><td><font color="#8892a8">job_id</font></td><td><font color="#e8eaf0">FK Job (nullable)</font></td></tr>
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<tr><td><font color="#8892a8">parent_id</font></td><td><font color="#e8eaf0">FK Checkpoint (tree)</font></td></tr>
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<tr><td><font color="#8892a8">stage_name</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">config_overrides / stats</font></td><td><font color="#e8eaf0">JSONB (no blobs)</font></td></tr>
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</table>
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>]
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StageOutput [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>StageOutput</b></font></td></tr>
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<tr><td><font color="#8892a8">id</font></td><td><font color="#e8eaf0">UUID PK</font></td></tr>
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<tr><td><font color="#8892a8">job_id</font></td><td><font color="#e8eaf0">FK Job</font></td></tr>
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<tr><td><font color="#8892a8">timeline_id</font></td><td><font color="#e8eaf0">FK Timeline</font></td></tr>
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<tr><td><font color="#8892a8">stage_name</font></td><td><font color="#e8eaf0">str</font></td></tr>
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<tr><td><font color="#8892a8">checkpoint_id</font></td><td><font color="#e8eaf0">FK Checkpoint (nullable)</font></td></tr>
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<tr><td><font color="#8892a8">output</font></td><td><font color="#e8eaf0">JSONB (flat upsert)</font></td></tr>
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</table>
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>]
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Brand [label=<
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<table border="0" cellborder="1" cellspacing="0" color="#1e2a4a" bgcolor="#121829">
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<tr><td colspan="2" bgcolor="#0d1a33"><font color="#0066ff" face="JetBrains Mono"><b>Brand</b></font></td></tr>
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<tr><td><font color="#8892a8">canonical_name</font></td><td><font color="#e8eaf0">str (indexed)</font></td></tr>
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<tr><td><font color="#8892a8">aliases</font></td><td><font color="#e8eaf0">str[]</font></td></tr>
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<tr><td><font color="#8892a8">source</font></td><td><font color="#e8eaf0">ocr / local_vlm / cloud_llm / manual</font></td></tr>
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<tr><td><font color="#8892a8">airings</font></td><td><font color="#e8eaf0">JSONB[]</font></td></tr>
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</table>
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>]
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MediaAsset -> Timeline [label="source_asset_id"]
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Timeline -> Job [label="timeline_id"]
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Job -> Job [label="parent_id\n(replay tree)" style=dashed]
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Profile -> Job [label="profile_name" color="#0066ff"]
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Job -> Checkpoint [label="job_id"]
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Timeline -> Checkpoint [label="timeline_id"]
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Checkpoint -> Checkpoint [label="parent_id\n(tree)" style=dashed]
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Job -> StageOutput [label="job_id"]
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Checkpoint -> StageOutput [label="checkpoint_id" style=dotted]
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}
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