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Merge pull request #205 from storytold/feature/rerender
rerender a video
This commit is contained in:
34 files changed
+1501
-14
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+4
@@ -3016,11 +3016,13 @@ dependencies = [
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"log",
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"media",
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"memory_caching",
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"mime",
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"mimetypes",
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"my-workspace-hack",
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"mysql_queries",
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"once_cell",
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"r2d2_redis",
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"rand 0.8.5",
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"redis_common",
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"serde",
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"serde_derive",
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@@ -3029,6 +3031,7 @@ dependencies = [
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"subprocess",
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"subprocess_common",
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"tempdir",
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"time 0.3.30",
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"tokens",
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"tokio",
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"tts_common",
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@@ -5902,6 +5905,7 @@ dependencies = [
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"hex",
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"hmac 0.10.1",
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"hostname",
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"http",
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"http_server_common",
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"hyper",
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"infer 0.5.0",
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@@ -25,6 +25,9 @@ pub enum InferenceCategory {
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#[serde(rename = "voice_conversion")]
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VoiceConversion,
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#[serde(rename = "rerender_a_video")]
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RerenderAVideo,
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}
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// TODO(bt, 2022-12-21): This desperately needs MySQL integration tests!
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@@ -38,6 +41,7 @@ impl InferenceCategory {
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Self::LipsyncAnimation => "lipsync_animation",
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Self::TextToSpeech => "text_to_speech",
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Self::VoiceConversion => "voice_conversion",
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Self::RerenderAVideo => "rerender_a_video",
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}
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}
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@@ -46,6 +50,7 @@ impl InferenceCategory {
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"lipsync_animation" => Ok(Self::LipsyncAnimation),
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"text_to_speech" => Ok(Self::TextToSpeech),
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"voice_conversion" => Ok(Self::VoiceConversion),
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"rerender_a_video" => Ok(Self::RerenderAVideo),
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_ => Err(format!("invalid value: {:?}", value)),
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}
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}
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@@ -57,6 +62,7 @@ impl InferenceCategory {
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Self::LipsyncAnimation,
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Self::TextToSpeech,
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Self::VoiceConversion,
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Self::RerenderAVideo,
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])
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}
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}
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@@ -71,6 +77,7 @@ mod tests {
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assert_serialization(InferenceCategory::LipsyncAnimation, "lipsync_animation");
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assert_serialization(InferenceCategory::TextToSpeech, "text_to_speech");
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assert_serialization(InferenceCategory::VoiceConversion, "voice_conversion");
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assert_serialization(InferenceCategory::RerenderAVideo, "rerender_a_video");
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}
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#[test]
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@@ -78,6 +85,7 @@ mod tests {
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assert_eq!(InferenceCategory::LipsyncAnimation.to_str(), "lipsync_animation");
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assert_eq!(InferenceCategory::TextToSpeech.to_str(), "text_to_speech");
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assert_eq!(InferenceCategory::VoiceConversion.to_str(), "voice_conversion");
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assert_eq!(InferenceCategory::RerenderAVideo.to_str(), "rerender_a_video");
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}
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#[test]
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@@ -85,16 +93,18 @@ mod tests {
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assert_eq!(InferenceCategory::from_str("lipsync_animation").unwrap(), InferenceCategory::LipsyncAnimation);
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assert_eq!(InferenceCategory::from_str("text_to_speech").unwrap(), InferenceCategory::TextToSpeech);
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assert_eq!(InferenceCategory::from_str("voice_conversion").unwrap(), InferenceCategory::VoiceConversion);
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assert_eq!(InferenceCategory::from_str("rerender_a_video").unwrap(), InferenceCategory::RerenderAVideo);
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}
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#[test]
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fn all_variants() {
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// Static check
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let mut variants = InferenceCategory::all_variants();
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assert_eq!(variants.len(), 3);
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assert_eq!(variants.len(), 4);
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assert_eq!(variants.pop_first(), Some(InferenceCategory::LipsyncAnimation));
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assert_eq!(variants.pop_first(), Some(InferenceCategory::TextToSpeech));
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assert_eq!(variants.pop_first(), Some(InferenceCategory::VoiceConversion));
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assert_eq!(variants.pop_first(), Some(InferenceCategory::RerenderAVideo));
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assert_eq!(variants.pop_first(), None);
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// Generated check
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@@ -31,6 +31,8 @@ pub enum InferenceModelType {
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Vits,
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#[serde(rename = "vall_e_x")]
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VallEX,
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#[serde(rename = "rerender_a_video")]
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RerenderAVideo,
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}
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// TODO(bt, 2022-12-21): This desperately needs MySQL integration tests!
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@@ -46,7 +48,8 @@ impl InferenceModelType {
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Self::SoVitsSvc => "so_vits_svc",
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Self::Tacotron2 => "tacotron2",
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Self::Vits => "vits",
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Self::VallEX => "vall_e_x"
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Self::VallEX => "vall_e_x",
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Self::RerenderAVideo => "rerender_a_video",
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}
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}
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@@ -58,6 +61,7 @@ impl InferenceModelType {
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"tacotron2" => Ok(Self::Tacotron2),
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"vits" => Ok(Self::Vits),
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"vall_e_x" => Ok(Self::VallEX),
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"rerender_a_video" => Ok(Self::RerenderAVideo),
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_ => Err(format!("invalid value: {:?}", value)),
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}
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}
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@@ -71,7 +75,8 @@ impl InferenceModelType {
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InferenceModelType::SoVitsSvc,
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InferenceModelType::Tacotron2,
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InferenceModelType::Vits,
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InferenceModelType::VallEX
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InferenceModelType::VallEX,
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InferenceModelType::RerenderAVideo
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])
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}
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}
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@@ -89,6 +94,7 @@ mod tests {
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assert_serialization(InferenceModelType::Tacotron2, "tacotron2");
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assert_serialization(InferenceModelType::Vits, "vits");
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assert_serialization(InferenceModelType::VallEX, "vall_e_x");
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assert_serialization(InferenceModelType::RerenderAVideo, "rerender_a_video");
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}
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#[test]
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@@ -99,6 +105,7 @@ mod tests {
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assert_eq!(InferenceModelType::Tacotron2.to_str(), "tacotron2");
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assert_eq!(InferenceModelType::Vits.to_str(), "vits");
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assert_eq!(InferenceModelType::VallEX.to_str(), "vall_e_x");
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assert_eq!(InferenceModelType::RerenderAVideo.to_str(), "rerender_a_video");
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}
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#[test]
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@@ -109,19 +116,21 @@ mod tests {
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assert_eq!(InferenceModelType::from_str("tacotron2").unwrap(), InferenceModelType::Tacotron2);
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assert_eq!(InferenceModelType::from_str("vits").unwrap(), InferenceModelType::Vits);
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assert_eq!(InferenceModelType::from_str("vall_e_x").unwrap(), InferenceModelType::VallEX);
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assert_eq!(InferenceModelType::from_str("rerender_a_video").unwrap(), InferenceModelType::RerenderAVideo);
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}
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#[test]
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fn all_variants() {
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// Static check
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let mut variants = InferenceModelType::all_variants();
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assert_eq!(variants.len(), 6);
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assert_eq!(variants.len(), 7);
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assert_eq!(variants.pop_first(), Some(InferenceModelType::RvcV2));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::SadTalker));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::SoVitsSvc));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::Tacotron2));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::Vits));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::VallEX));
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assert_eq!(variants.pop_first(), Some(InferenceModelType::RerenderAVideo));
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assert_eq!(variants.pop_first(), None);
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// Generated check
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@@ -21,6 +21,10 @@ pub enum IdCategory {
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#[serde(rename = "lipsync_animation")]
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LipsyncAnimationResult,
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// Results from rerender a video
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#[serde(rename = "rerender")]
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RerenderResult,
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/// Results from tacotron2
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/// Applies for RVC and SVC
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#[serde(rename = "tts_result")]
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@@ -62,6 +66,7 @@ impl IdCategory {
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Self::ZeroShotVoiceDataset => "zs_dataset",
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Self::ZeroShotVoiceEmbedding => "zs_voice",
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Self::ZeroShotTtsResult => "zs_tts_result",
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Self::RerenderResult => "rerender",
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Self::ModelWeights => "model_weights",
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}
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}
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@@ -75,6 +80,7 @@ impl IdCategory {
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"zs_dataset" => Ok(Self::ZeroShotVoiceDataset),
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"zs_voice" => Ok(Self::ZeroShotVoiceEmbedding),
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"zs_tts_result" => Ok(Self::ZeroShotTtsResult),
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"rerender" => Ok(Self::RerenderResult),
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"model_weights" => Ok(Self::ModelWeights),
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_ => Err(format!("invalid value: {:?}", value)),
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}
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@@ -86,6 +92,7 @@ impl IdCategory {
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BTreeSet::from([
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Self::MediaFile,
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Self::LipsyncAnimationResult,
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Self::RerenderResult,
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Self::TtsResult,
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Self::VoiceConversionResult,
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Self::ZeroShotTtsResult,
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@@ -108,6 +115,7 @@ mod tests {
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fn test_serialization() {
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assert_serialization(IdCategory::MediaFile, "media_file");
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assert_serialization(IdCategory::LipsyncAnimationResult, "lipsync_animation");
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assert_serialization(IdCategory::RerenderResult, "rerender");
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assert_serialization(IdCategory::TtsResult, "tts_result");
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assert_serialization(IdCategory::VoiceConversionResult, "voice_conversion");
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assert_serialization(IdCategory::ZeroShotVoiceDataset, "zs_dataset");
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@@ -120,6 +128,7 @@ mod tests {
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fn to_str() {
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assert_eq!(IdCategory::MediaFile.to_str(), "media_file");
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assert_eq!(IdCategory::LipsyncAnimationResult.to_str(), "lipsync_animation");
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assert_eq!(IdCategory::RerenderResult.to_str(), "rerender");
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assert_eq!(IdCategory::TtsResult.to_str(), "tts_result");
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assert_eq!(IdCategory::VoiceConversionResult.to_str(), "voice_conversion");
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assert_eq!(IdCategory::ZeroShotVoiceDataset.to_str(), "zs_dataset");
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@@ -132,6 +141,7 @@ mod tests {
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fn from_str() {
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assert_eq!(IdCategory::from_str("media_file").unwrap(), IdCategory::MediaFile);
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assert_eq!(IdCategory::from_str("lipsync_animation").unwrap(), IdCategory::LipsyncAnimationResult);
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assert_eq!(IdCategory::from_str("rerender").unwrap(), IdCategory::RerenderResult);
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assert_eq!(IdCategory::from_str("tts_result").unwrap(), IdCategory::TtsResult);
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assert_eq!(IdCategory::from_str("voice_conversion").unwrap(), IdCategory::VoiceConversionResult);
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assert_eq!(IdCategory::from_str("zs_dataset").unwrap(), IdCategory::ZeroShotVoiceDataset);
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@@ -144,9 +154,10 @@ mod tests {
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fn all_variants() {
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// Static check
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let mut variants = IdCategory::all_variants();
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assert_eq!(variants.len(), 8);
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assert_eq!(variants.len(), 9);
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assert_eq!(variants.pop_first(), Some(IdCategory::MediaFile));
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assert_eq!(variants.pop_first(), Some(IdCategory::LipsyncAnimationResult));
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assert_eq!(variants.pop_first(), Some(IdCategory::RerenderResult));
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assert_eq!(variants.pop_first(), Some(IdCategory::TtsResult));
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assert_eq!(variants.pop_first(), Some(IdCategory::VoiceConversionResult));
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assert_eq!(variants.pop_first(), Some(IdCategory::ZeroShotTtsResult));
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@@ -30,6 +30,9 @@ pub enum MediaFileOriginModelType {
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#[serde(rename = "vall_e_x")]
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VallEX,
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#[serde(rename = "rerender")]
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Rerender,
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}
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// TODO(bt, 2022-12-21): This desperately needs MySQL integration tests!
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@@ -45,7 +48,8 @@ impl MediaFileOriginModelType {
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Self::SadTalker => "sad_talker",
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Self::SoVitsSvc => "so_vits_svc",
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Self::Tacotron2 => "tacotron2",
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Self::VallEX => "vall_e_x"
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Self::VallEX => "vall_e_x",
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Self::Rerender => "rerender",
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}
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}
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@@ -56,6 +60,7 @@ impl MediaFileOriginModelType {
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"so_vits_svc" => Ok(Self::SoVitsSvc),
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"tacotron2" => Ok(Self::Tacotron2),
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"vall_e_x" => Ok(Self::VallEX),
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"rerender" => Ok(Self::Rerender),
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_ => Err(format!("invalid value: {:?}", value)),
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}
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}
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@@ -68,7 +73,8 @@ impl MediaFileOriginModelType {
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Self::SadTalker,
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Self::SoVitsSvc,
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Self::Tacotron2,
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Self::VallEX
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Self::VallEX,
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Self::Rerender,
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])
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}
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}
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@@ -93,6 +99,7 @@ mod tests {
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assert_eq!(MediaFileOriginModelType::SoVitsSvc.to_str(), "so_vits_svc");
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assert_eq!(MediaFileOriginModelType::Tacotron2.to_str(), "tacotron2");
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assert_eq!(MediaFileOriginModelType::VallEX.to_str(), "vall_e_x");
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assert_eq!(MediaFileOriginModelType::Rerender.to_str(), "rerender");
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}
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#[test]
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@@ -102,18 +109,20 @@ mod tests {
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assert_eq!(MediaFileOriginModelType::from_str("so_vits_svc").unwrap(), MediaFileOriginModelType::SoVitsSvc);
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assert_eq!(MediaFileOriginModelType::from_str("tacotron2").unwrap(), MediaFileOriginModelType::Tacotron2);
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assert_eq!(MediaFileOriginModelType::from_str("vall_e_x").unwrap(), MediaFileOriginModelType::VallEX);
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assert_eq!(MediaFileOriginModelType::from_str("rerender").unwrap(), MediaFileOriginModelType::Rerender);
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assert!(MediaFileOriginModelType::from_str("foo").is_err());
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}
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#[test]
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fn all_variants() {
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let mut variants = MediaFileOriginModelType::all_variants();
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assert_eq!(variants.len(), 5);
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assert_eq!(variants.len(), 6);
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::RvcV2));
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::SadTalker));
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::SoVitsSvc));
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::Tacotron2));
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::VallEX));
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assert_eq!(variants.pop_first(), Some(MediaFileOriginModelType::Rerender));
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assert_eq!(variants.pop_first(), None);
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}
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}
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@@ -38,6 +38,10 @@ pub enum MediaFileOriginProductCategory {
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/// Media files created by (or uploaded for) the Zero Shot voice product.
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#[serde(rename = "zs_voice")]
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ZeroShotVoice,
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// Media files for Rerender
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#[serde(rename = "rerender")]
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Rerender,
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}
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// TODO(bt, 2022-12-21): This desperately needs MySQL integration tests!
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@@ -54,6 +58,7 @@ impl MediaFileOriginProductCategory {
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Self::Unknown => "unknown",
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Self::VoiceConversion => "voice_conversion",
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Self::ZeroShotVoice => "zs_voice",
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Self::Rerender => "rerender",
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}
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}
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@@ -64,6 +69,7 @@ impl MediaFileOriginProductCategory {
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"unknown" => Ok(Self::Unknown),
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"voice_conversion" => Ok(Self::VoiceConversion),
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"zs_voice" => Ok(Self::ZeroShotVoice),
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"rerender" => Ok(Self::Rerender),
|
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_ => Err(format!("invalid value: {:?}", value)),
|
||||
}
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||||
}
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@@ -74,6 +80,7 @@ impl MediaFileOriginProductCategory {
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BTreeSet::from([
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Self::FaceAnimator,
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Self::TextToSpeech,
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Self::Rerender,
|
||||
Self::Unknown,
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||||
Self::VoiceConversion,
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Self::ZeroShotVoice,
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@@ -96,6 +103,7 @@ mod tests {
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assert_serialization(MediaFileOriginProductCategory::Unknown, "unknown");
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assert_serialization(MediaFileOriginProductCategory::VoiceConversion, "voice_conversion");
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assert_serialization(MediaFileOriginProductCategory::ZeroShotVoice, "zs_voice");
|
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assert_serialization(MediaFileOriginProductCategory::Rerender, "rerender")
|
||||
}
|
||||
|
||||
#[test]
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@@ -105,6 +113,7 @@ mod tests {
|
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assert_eq!(MediaFileOriginProductCategory::Unknown.to_str(), "unknown");
|
||||
assert_eq!(MediaFileOriginProductCategory::VoiceConversion.to_str(), "voice_conversion");
|
||||
assert_eq!(MediaFileOriginProductCategory::ZeroShotVoice.to_str(), "zs_voice");
|
||||
assert_eq!(MediaFileOriginProductCategory::Rerender.to_str(), "rerender");
|
||||
}
|
||||
|
||||
#[test]
|
||||
@@ -114,17 +123,19 @@ mod tests {
|
||||
assert_eq!(MediaFileOriginProductCategory::from_str("unknown").unwrap(), MediaFileOriginProductCategory::Unknown);
|
||||
assert_eq!(MediaFileOriginProductCategory::from_str("voice_conversion").unwrap(), MediaFileOriginProductCategory::VoiceConversion);
|
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assert_eq!(MediaFileOriginProductCategory::from_str("zs_voice").unwrap(), MediaFileOriginProductCategory::ZeroShotVoice);
|
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assert_eq!(MediaFileOriginProductCategory::from_str("rerender").unwrap(), MediaFileOriginProductCategory::Rerender);
|
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}
|
||||
|
||||
#[test]
|
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fn all_variants() {
|
||||
let mut variants = MediaFileOriginProductCategory::all_variants();
|
||||
assert_eq!(variants.len(), 5);
|
||||
assert_eq!(variants.len(), 6);
|
||||
assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::FaceAnimator));
|
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assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::TextToSpeech));
|
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assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::Unknown));
|
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assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::VoiceConversion));
|
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assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::ZeroShotVoice));
|
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assert_eq!(variants.pop_first(), Some(MediaFileOriginProductCategory::Rerender));
|
||||
assert_eq!(variants.pop_first(), None);
|
||||
}
|
||||
}
|
||||
|
||||
+10
@@ -3,6 +3,7 @@ use errors::AnyhowResult;
|
||||
|
||||
use crate::payloads::generic_inference_args::lipsync_payload::LipsyncArgs;
|
||||
use crate::payloads::generic_inference_args::tts_payload::TTSArgs;
|
||||
use crate::payloads::generic_inference_args::videofilter_payload::{RerenderArgs};
|
||||
|
||||
|
||||
/// Used to encode extra state for the `generic_inference_jobs` table.
|
||||
@@ -35,6 +36,10 @@ pub enum InferenceCategoryAbbreviated {
|
||||
#[serde(rename = "vc")] // NB: DO NOT CHANGE. It could break live jobs. Renamed to be fewer bytes.
|
||||
#[serde(alias = "voice_conversion")]
|
||||
VoiceConversion,
|
||||
|
||||
#[serde(rename = "rr")] // NB: DO NOT CHANGE. It could break live jobs. Renamed to be fewer bytes.
|
||||
#[serde(alias = "rerender_a_video")]
|
||||
RerenderAVideo,
|
||||
}
|
||||
|
||||
#[derive(Serialize, Deserialize, Clone, Copy, Debug)]
|
||||
@@ -84,6 +89,9 @@ pub enum PolymorphicInferenceArgs {
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
transpose: Option<i32>,
|
||||
},
|
||||
|
||||
/// Rerender a video. (Short name to save space when serializing.)
|
||||
Rr(RerenderArgs)
|
||||
}
|
||||
|
||||
|
||||
@@ -104,6 +112,7 @@ impl InferenceCategoryAbbreviated {
|
||||
InferenceCategory::LipsyncAnimation => Self::LipsyncAnimation,
|
||||
InferenceCategory::TextToSpeech => Self::TextToSpeech,
|
||||
InferenceCategory::VoiceConversion => Self::VoiceConversion,
|
||||
InferenceCategory::RerenderAVideo => Self::RerenderAVideo,
|
||||
}
|
||||
}
|
||||
|
||||
@@ -112,6 +121,7 @@ impl InferenceCategoryAbbreviated {
|
||||
Self::LipsyncAnimation => InferenceCategory::LipsyncAnimation,
|
||||
Self::TextToSpeech => InferenceCategory::TextToSpeech,
|
||||
Self::VoiceConversion => InferenceCategory::VoiceConversion,
|
||||
Self::RerenderAVideo => InferenceCategory::RerenderAVideo,
|
||||
}
|
||||
}
|
||||
}
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
pub mod generic_inference_args;
|
||||
pub mod lipsync_payload;
|
||||
pub mod tts_payload;
|
||||
pub mod tts_payload;
|
||||
pub mod videofilter_payload;
|
||||
@@ -0,0 +1,36 @@
|
||||
/// Video sources can be one of several:
|
||||
/// - F: media_files (todo)
|
||||
/// - U: media_uploads (legacy)
|
||||
#[derive(Clone, Debug, Serialize, Deserialize, PartialEq, Eq)]
|
||||
pub enum VideofilterVideoSource {
|
||||
// NB: DO NOT CHANGE. It could break live jobs. Renamed to be fewer bytes.
|
||||
/// Media File Token (media_files table)
|
||||
/// Serde cannot yet rename enum variants.
|
||||
F(String),
|
||||
|
||||
// NB: DO NOT CHANGE. It could break live jobs. Renamed to be fewer bytes.
|
||||
/// Media Upload Token (media_uploads table)
|
||||
/// Serde cannot yet rename enum variants.
|
||||
U(String),
|
||||
}
|
||||
|
||||
|
||||
impl VideofilterVideoSource {
|
||||
pub fn media_file_token(token: &str) -> Self {
|
||||
VideofilterVideoSource::F(token.to_string())
|
||||
}
|
||||
pub fn media_upload_token(token: &str) -> Self {
|
||||
VideofilterVideoSource::U(token.to_string())
|
||||
}
|
||||
}
|
||||
|
||||
#[derive(Clone, Debug, Default, Serialize, Deserialize, PartialEq, Eq)]
|
||||
pub struct RerenderArgs {
|
||||
#[serde(rename = "vs")]
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
pub maybe_video_source: Option<VideofilterVideoSource>,
|
||||
|
||||
#[serde(rename = "sd")]
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
pub maybe_sd_model: Option<String>,
|
||||
}
|
||||
@@ -178,6 +178,7 @@ fn raw_record_to_public_result(record: RawGenericInferenceJobStatus) -> GenericI
|
||||
InferenceCategory::LipsyncAnimation => Some("lipsync animation"),
|
||||
InferenceCategory::TextToSpeech => record.maybe_tts_model_title.as_deref(),
|
||||
InferenceCategory::VoiceConversion => record.maybe_voice_conversion_model_title.as_deref(),
|
||||
InferenceCategory::RerenderAVideo => Some("rerender animation"),
|
||||
};
|
||||
|
||||
// NB: A bit of a hack. We store TTS results with a full path.
|
||||
@@ -186,6 +187,7 @@ fn raw_record_to_public_result(record: RawGenericInferenceJobStatus) -> GenericI
|
||||
InferenceCategory::LipsyncAnimation => (true, record.maybe_media_file_public_bucket_directory_hash.as_deref()),
|
||||
InferenceCategory::TextToSpeech => (false, record.maybe_tts_public_bucket_path.as_deref()),
|
||||
InferenceCategory::VoiceConversion => (true, record.maybe_voice_conversion_public_bucket_hash.as_deref()),
|
||||
InferenceCategory::RerenderAVideo => (true, record.maybe_media_file_public_bucket_directory_hash.as_deref()),
|
||||
};
|
||||
|
||||
// NB: We've moved voice conversion out of their own table and into media_files
|
||||
|
||||
@@ -0,0 +1,158 @@
|
||||
use anyhow::anyhow;
|
||||
use sqlx;
|
||||
use sqlx::MySqlPool;
|
||||
|
||||
use enums::by_table::generic_synthetic_ids::id_category::IdCategory;
|
||||
use enums::by_table::media_files::media_file_origin_category::MediaFileOriginCategory;
|
||||
use enums::by_table::media_files::media_file_origin_model_type::MediaFileOriginModelType;
|
||||
use enums::by_table::media_files::media_file_origin_product_category::MediaFileOriginProductCategory;
|
||||
use enums::by_table::media_files::media_file_type::MediaFileType;
|
||||
use errors::AnyhowResult;
|
||||
use tokens::tokens::media_files::MediaFileToken;
|
||||
use tokens::tokens::users::UserToken;
|
||||
|
||||
use crate::queries::generic_inference::job::list_available_generic_inference_jobs::AvailableInferenceJob;
|
||||
use crate::queries::generic_synthetic_ids::transactional_increment_generic_synthetic_id::transactional_increment_generic_synthetic_id;
|
||||
|
||||
pub struct InsertArgs<'a> {
|
||||
pub pool: &'a MySqlPool,
|
||||
pub job: &'a AvailableInferenceJob,
|
||||
|
||||
pub maybe_mime_type: Option<&'a str>,
|
||||
pub file_size_bytes: u64,
|
||||
pub sha256_checksum: &'a str,
|
||||
// TODO: Media duration.
|
||||
//pub duration_millis: u64,
|
||||
|
||||
pub public_bucket_directory_hash: &'a str,
|
||||
pub maybe_public_bucket_prefix: Option<&'a str>,
|
||||
pub maybe_public_bucket_extension: Option<&'a str>,
|
||||
|
||||
pub is_on_prem: bool,
|
||||
pub worker_hostname: &'a str,
|
||||
pub worker_cluster: &'a str,
|
||||
}
|
||||
|
||||
pub async fn insert_media_file_from_rerender(
|
||||
args: InsertArgs<'_>
|
||||
) -> AnyhowResult<(MediaFileToken, u64)>
|
||||
{
|
||||
let result_token = MediaFileToken::generate();
|
||||
|
||||
let mut maybe_creator_file_synthetic_id : Option<u64> = None;
|
||||
let mut maybe_creator_category_synthetic_id : Option<u64> = None;
|
||||
|
||||
let mut transaction = args.pool.begin().await?;
|
||||
|
||||
if let Some(creator_user_token) = args.job.maybe_creator_user_token.as_deref() {
|
||||
let user_token = UserToken::new_from_str(creator_user_token);
|
||||
|
||||
let next_media_file_id = transactional_increment_generic_synthetic_id(
|
||||
&user_token,
|
||||
IdCategory::MediaFile,
|
||||
&mut transaction
|
||||
).await?;
|
||||
|
||||
let next_rerender_id = transactional_increment_generic_synthetic_id(
|
||||
&user_token,
|
||||
IdCategory::RerenderResult,
|
||||
&mut transaction
|
||||
).await?;
|
||||
|
||||
maybe_creator_file_synthetic_id = Some(next_media_file_id);
|
||||
maybe_creator_category_synthetic_id = Some(next_rerender_id);
|
||||
}
|
||||
|
||||
let creator_ip_address = args.job.creator_ip_address.as_str();
|
||||
let creator_set_visibility = args.job.creator_set_visibility.clone();
|
||||
|
||||
const ORIGIN_CATEGORY : MediaFileOriginCategory = MediaFileOriginCategory::Inference;
|
||||
const ORIGIN_PRODUCT_CATEGORY : MediaFileOriginProductCategory = MediaFileOriginProductCategory::Rerender;
|
||||
const ORIGIN_MODEL_TYPE : MediaFileOriginModelType = MediaFileOriginModelType::Rerender;
|
||||
const MEDIA_TYPE : MediaFileType = MediaFileType::Video;
|
||||
|
||||
let record_id = {
|
||||
let query_result = sqlx::query!(
|
||||
r#"
|
||||
INSERT INTO media_files
|
||||
SET
|
||||
token = ?,
|
||||
|
||||
origin_category = ?,
|
||||
origin_product_category = ?,
|
||||
maybe_origin_model_type = ?,
|
||||
|
||||
media_type = ?,
|
||||
maybe_mime_type = ?,
|
||||
file_size_bytes = ?,
|
||||
|
||||
checksum_sha2 = ?,
|
||||
|
||||
public_bucket_directory_hash = ?,
|
||||
maybe_public_bucket_prefix = ?,
|
||||
maybe_public_bucket_extension = ?,
|
||||
|
||||
maybe_creator_user_token = ?,
|
||||
maybe_creator_anonymous_visitor_token = ?,
|
||||
creator_ip_address = ?,
|
||||
|
||||
creator_set_visibility = ?,
|
||||
|
||||
maybe_creator_file_synthetic_id = ?,
|
||||
maybe_creator_category_synthetic_id = ?,
|
||||
|
||||
is_generated_on_prem = ?,
|
||||
generated_by_worker = ?,
|
||||
generated_by_cluster = ?
|
||||
|
||||
"#,
|
||||
result_token.as_str(),
|
||||
|
||||
ORIGIN_CATEGORY.to_str(),
|
||||
ORIGIN_PRODUCT_CATEGORY.to_str(),
|
||||
ORIGIN_MODEL_TYPE.to_str(),
|
||||
|
||||
MEDIA_TYPE.to_str(),
|
||||
args.maybe_mime_type,
|
||||
args.file_size_bytes,
|
||||
|
||||
args.sha256_checksum,
|
||||
|
||||
args.public_bucket_directory_hash,
|
||||
args.maybe_public_bucket_prefix,
|
||||
args.maybe_public_bucket_extension,
|
||||
|
||||
args.job.maybe_creator_user_token,
|
||||
args.job.maybe_creator_anonymous_visitor_token,
|
||||
args.job.creator_ip_address,
|
||||
|
||||
args.job.creator_set_visibility.to_str(),
|
||||
|
||||
maybe_creator_file_synthetic_id,
|
||||
maybe_creator_category_synthetic_id,
|
||||
|
||||
args.is_on_prem,
|
||||
args.worker_hostname,
|
||||
args.worker_cluster
|
||||
)
|
||||
.execute(&mut *transaction)
|
||||
.await;
|
||||
|
||||
let record_id = match query_result {
|
||||
Ok(res) => {
|
||||
res.last_insert_id()
|
||||
},
|
||||
Err(err) => {
|
||||
// TODO: handle better
|
||||
//transaction.rollback().await?;
|
||||
return Err(anyhow!("Mysql error: {:?}", err));
|
||||
}
|
||||
};
|
||||
|
||||
record_id
|
||||
};
|
||||
|
||||
transaction.commit().await?;
|
||||
|
||||
Ok((result_token, record_id))
|
||||
}
|
||||
@@ -8,3 +8,4 @@ pub mod insert_media_file_from_zero_shot_tts;
|
||||
pub mod list_media_files;
|
||||
pub mod list_media_files_for_user;
|
||||
pub mod update_media_file;
|
||||
pub mod insert_media_file_from_rerender;
|
||||
@@ -38,9 +38,6 @@ subprocess_common = { path = "../../../lib/subprocess_common" }
|
||||
tokens = { path = "../../../_types/tokens" }
|
||||
tts_common = { path = "../../../lib/tts_common" }
|
||||
|
||||
# Workspace hack (faster compile times)
|
||||
my-workspace-hack = { version = "0.1", path = "../../../my-workspace-hack" }
|
||||
|
||||
# External
|
||||
anyhow = "1.0.75"
|
||||
chrono = { version = "0.4.22", features = ["serde"] }
|
||||
@@ -78,3 +75,7 @@ serde_json = "1.0.108"
|
||||
# The initial round of stabilizations for the async/await language feature in Rust 1.39 did not
|
||||
# include support for async fn in traits.
|
||||
async-trait = "0.1.58"
|
||||
my-workspace-hack = { version = "0.1", path = "../../../my-workspace-hack" }
|
||||
time = "0.3.30"
|
||||
mime = "0.3.17"
|
||||
rand = { version = "0.8.5", features = [] }
|
||||
@@ -95,6 +95,15 @@ VITS_INFERENCE_SCRIPT="infer_ts_job.py"
|
||||
VITS_INFERENCE_MAYBE_PYTHON_INTERPRETER="python3"
|
||||
VITS_INFERENCE_MAYBE_DOCKER_IMAGE_SHA="03017896367b"
|
||||
|
||||
|
||||
# ================================= #
|
||||
# #
|
||||
# Rerender #
|
||||
# #
|
||||
# ================================= #
|
||||
RERENDER_INFERENCE_ROOT_DIRECTORY="/home/salt/clone/storyteller-ml/animation/rerender-lora/"
|
||||
RERENDER_INFERENCE_EXECUTABLE_OR_COMMAND="venv/bin/python rerender.py"
|
||||
|
||||
# ================================= #
|
||||
# #
|
||||
# CACHE SETTINGS #
|
||||
|
||||
@@ -16,6 +16,7 @@ use crate::job::job_loop::process_single_job_success_case::ProcessSingleJobSucce
|
||||
use crate::job::job_types::lipsync::process_single_lipsync_job::process_single_lipsync_job;
|
||||
use crate::job::job_types::tts::process_single_tts_job::process_single_tts_job;
|
||||
use crate::job::job_types::vc::process_single_vc_job::process_single_vc_job;
|
||||
use crate::job::job_types::videofilter::process_single_vf_job::process_single_rr_job;
|
||||
use crate::job_dependencies::JobDependencies;
|
||||
|
||||
pub async fn process_single_job(
|
||||
@@ -182,6 +183,9 @@ async fn do_process_single_job(
|
||||
InferenceCategory::VoiceConversion => {
|
||||
process_single_vc_job(job_dependencies, job).await?
|
||||
}
|
||||
InferenceCategory::RerenderAVideo => {
|
||||
process_single_rr_job(job_dependencies, job).await?
|
||||
}
|
||||
};
|
||||
|
||||
let maybe_entity_type = job_success_result.maybe_result_entity
|
||||
|
||||
@@ -1,3 +1,4 @@
|
||||
pub mod lipsync;
|
||||
pub mod tts;
|
||||
pub mod vc;
|
||||
pub mod vc;
|
||||
pub(crate) mod videofilter;
|
||||
@@ -239,6 +239,7 @@ pub async fn process_job(args: RvcV2ProcessJobArgs<'_>) -> Result<JobSuccessResu
|
||||
PolymorphicInferenceArgs::Tts { .. } => None,
|
||||
PolymorphicInferenceArgs::La(_) => None,
|
||||
PolymorphicInferenceArgs::Vc { override_f0_method, .. } => *override_f0_method,
|
||||
PolymorphicInferenceArgs::Rr(_) => None,
|
||||
})
|
||||
.flatten();
|
||||
|
||||
@@ -247,6 +248,7 @@ pub async fn process_job(args: RvcV2ProcessJobArgs<'_>) -> Result<JobSuccessResu
|
||||
PolymorphicInferenceArgs::Tts { .. } => None,
|
||||
PolymorphicInferenceArgs::La(_) => None,
|
||||
PolymorphicInferenceArgs::Vc { transpose, .. } => *transpose,
|
||||
PolymorphicInferenceArgs::Rr(_) => None,
|
||||
})
|
||||
.flatten();
|
||||
|
||||
|
||||
@@ -168,6 +168,7 @@ pub async fn process_job(args: SoVitsSvcProcessJobArgs<'_>) -> Result<JobSuccess
|
||||
PolymorphicInferenceArgs::Tts { .. } => None,
|
||||
PolymorphicInferenceArgs::La(_) => None,
|
||||
PolymorphicInferenceArgs::Vc { auto_predict_f0, .. } => *auto_predict_f0,
|
||||
PolymorphicInferenceArgs::Rr(_) => None,
|
||||
})
|
||||
.flatten()
|
||||
.unwrap_or(false);
|
||||
@@ -177,6 +178,7 @@ pub async fn process_job(args: SoVitsSvcProcessJobArgs<'_>) -> Result<JobSuccess
|
||||
PolymorphicInferenceArgs::Tts { .. } => None,
|
||||
PolymorphicInferenceArgs::La(_) => None,
|
||||
PolymorphicInferenceArgs::Vc { transpose, .. } => *transpose,
|
||||
PolymorphicInferenceArgs::Rr(_) => None,
|
||||
})
|
||||
.flatten();
|
||||
|
||||
|
||||
@@ -0,0 +1,2 @@
|
||||
pub(crate) mod rerender_a_video;
|
||||
pub(crate) mod process_single_vf_job;
|
||||
+78
@@ -0,0 +1,78 @@
|
||||
use anyhow::anyhow;
|
||||
use log::info;
|
||||
|
||||
use mysql_queries::payloads::generic_inference_args::generic_inference_args::PolymorphicInferenceArgs::Rr;
|
||||
use mysql_queries::payloads::generic_inference_args::videofilter_payload::VideofilterVideoSource;
|
||||
use mysql_queries::queries::generic_inference::job::list_available_generic_inference_jobs::AvailableInferenceJob;
|
||||
use mysql_queries::queries::media_files::get_media_file::get_media_file;
|
||||
use tokens::tokens::media_files::MediaFileToken;
|
||||
|
||||
use crate::job::job_loop::job_success_result::JobSuccessResult;
|
||||
use crate::job::job_loop::process_single_job_error::ProcessSingleJobError;
|
||||
use crate::job::job_types::videofilter::rerender_a_video;
|
||||
use crate::job::job_types::videofilter::rerender_a_video::process_job::RerenderProcessJobArgs;
|
||||
use crate::job_dependencies::JobDependencies;
|
||||
|
||||
pub async fn process_single_rr_job(job_dependencies: &JobDependencies, job: &AvailableInferenceJob) -> Result<JobSuccessResult, ProcessSingleJobError> {
|
||||
// let maybe_inference_args = job.maybe_inference_args.as_ref().ok_or(ProcessSingleJobError::Other(anyhow!("Inference args not found")))?;
|
||||
//
|
||||
// let maybe_rerender_args = maybe_inference_args.args.as_ref().map(|args| match args {
|
||||
// Rr(args) => Some(args),
|
||||
// _ => None,
|
||||
// }).flatten();
|
||||
//
|
||||
// let rerender_args = match maybe_rerender_args {
|
||||
// None => return Err(ProcessSingleJobError::Other(anyhow!("Rerender args not found"))),
|
||||
// Some(args) => args,
|
||||
// };
|
||||
//
|
||||
// let videofilter_source = rerender_args.maybe_video_source.as_ref().ok_or(ProcessSingleJobError::Other(anyhow!("Video source not found")))?;
|
||||
//
|
||||
// let media_file_token = match videofilter_source {
|
||||
// VideofilterVideoSource::F(token) => token,
|
||||
// _ => return Err(ProcessSingleJobError::Other(anyhow!("Video source not found"))),
|
||||
// };
|
||||
//
|
||||
// let media_file_token = MediaFileToken::new_from_str(media_file_token);
|
||||
//
|
||||
// info!("media_file_token: {:?}", media_file_token);
|
||||
//
|
||||
//
|
||||
// let media_file = match media_file_result {
|
||||
// Ok(Some(result)) => result,
|
||||
// Ok(None) => {
|
||||
// return Err(ProcessSingleJobError::Other(anyhow!("Media file not found")));
|
||||
// }
|
||||
// Err(e) => {
|
||||
// return Err(ProcessSingleJobError::Other(anyhow!("Media file not found")));
|
||||
// }
|
||||
// };
|
||||
|
||||
// info!("Source media upload file size (bytes): {}", &media_upload.original_file_size_bytes);
|
||||
// info!("Source media upload duration (millis): {}", &media_upload.original_duration_millis);
|
||||
// info!("Source media upload duration (seconds): {}", (media_upload.original_duration_millis as f32 / 1000.0));
|
||||
|
||||
|
||||
|
||||
// let job_success_result = match vc_model.model_type {
|
||||
// VoiceConversionModelType::RvcV2 => {
|
||||
// rvc_v2::process_job::process_job(RvcV2ProcessJobArgs {
|
||||
// job_dependencies,
|
||||
// job,
|
||||
// vc_model: &vc_model,
|
||||
// media_upload_token: &media_upload_token,
|
||||
// media_upload: &media_upload,
|
||||
// }).await?
|
||||
// }
|
||||
// };
|
||||
|
||||
let job_success_result = rerender_a_video::process_job::process_job(
|
||||
RerenderProcessJobArgs {
|
||||
job_dependencies,
|
||||
job,
|
||||
// media_file
|
||||
}
|
||||
).await?;
|
||||
|
||||
Ok(job_success_result)
|
||||
}
|
||||
+5
@@ -0,0 +1,5 @@
|
||||
use crate::job::job_loop::process_single_job_error::ProcessSingleJobError;
|
||||
|
||||
pub fn categorize_error(stderr_contents: &str) -> Option<ProcessSingleJobError> {
|
||||
None
|
||||
}
|
||||
+108
@@ -0,0 +1,108 @@
|
||||
use std::path::PathBuf;
|
||||
|
||||
use anyhow::anyhow;
|
||||
use log::{error, warn};
|
||||
use sqlx::MySqlPool;
|
||||
use tempdir::TempDir;
|
||||
use buckets::public::media_files::bucket_file_path::MediaFileBucketPath;
|
||||
use buckets::public::media_uploads::bucket_file_path::MediaUploadOriginalFilePath;
|
||||
use cloud_storage::bucket_client::BucketClient;
|
||||
use jobs_common::job_progress_reporter::job_progress_reporter::JobProgressReporter;
|
||||
use mysql_queries::payloads::generic_inference_args::videofilter_payload::VideofilterVideoSource;
|
||||
use mysql_queries::queries::generic_inference::job::list_available_generic_inference_jobs::AvailableInferenceJob;
|
||||
use mysql_queries::queries::media_files::get_media_file::get_media_file;
|
||||
use mysql_queries::queries::media_uploads::get_media_upload_for_inference::get_media_upload_for_inference;
|
||||
use tokens::tokens::media_files::MediaFileToken;
|
||||
use tokens::tokens::media_uploads::MediaUploadToken;
|
||||
|
||||
use crate::job::job_loop::process_single_job_error::ProcessSingleJobError;
|
||||
use crate::util::maybe_download_file_from_bucket::{maybe_download_file_from_bucket, MaybeDownloadArgs};
|
||||
use crate::util::scoped_temp_dir_creator::ScopedTempDirCreator;
|
||||
|
||||
pub struct VideoFile {
|
||||
pub filesystem_path: PathBuf,
|
||||
}
|
||||
|
||||
pub async fn download_video_file(
|
||||
video_source: &VideofilterVideoSource,
|
||||
public_bucket_client: &BucketClient,
|
||||
job_progress_reporter: &mut Box<dyn JobProgressReporter>,
|
||||
job: &AvailableInferenceJob,
|
||||
temp_dir_creator: &ScopedTempDirCreator,
|
||||
work_temp_dir: &TempDir,
|
||||
mysql_pool: &MySqlPool,
|
||||
) -> Result<VideoFile, ProcessSingleJobError> {
|
||||
|
||||
let bucket_object_path;
|
||||
|
||||
match video_source {
|
||||
VideofilterVideoSource::F(media_file_token) => {
|
||||
let media_file_token = MediaFileToken::new_from_str(media_file_token);
|
||||
let media_file_result = get_media_file(
|
||||
&media_file_token,
|
||||
false,
|
||||
mysql_pool
|
||||
).await;
|
||||
match media_file_result {
|
||||
Ok(Some(result)) => {
|
||||
let media_file_bucket_path =
|
||||
MediaFileBucketPath::from_object_hash(
|
||||
&result.public_bucket_directory_hash,
|
||||
result.maybe_public_bucket_prefix.as_deref(),
|
||||
result.maybe_public_bucket_extension.as_deref(),
|
||||
);
|
||||
bucket_object_path = media_file_bucket_path.to_full_object_pathbuf();
|
||||
}
|
||||
Ok(None) => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(
|
||||
anyhow!("could not find media file: {:?}", media_file_token)))
|
||||
}
|
||||
Err(e) => {
|
||||
error!("could not query media file: {:?}", e);
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(e))
|
||||
}
|
||||
}
|
||||
}
|
||||
VideofilterVideoSource::U(media_upload_token) => {
|
||||
let media_upload_token = MediaUploadToken::new_from_str(media_upload_token);
|
||||
let media_upload_result = get_media_upload_for_inference(
|
||||
&media_upload_token,
|
||||
mysql_pool
|
||||
).await;
|
||||
|
||||
let media_upload_result = match media_upload_result {
|
||||
Ok(Some(result)) => result,
|
||||
Ok(None) => {
|
||||
warn!("could not find media upload: {:?}", media_upload_token);
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(
|
||||
anyhow!("could not find media upload: {:?}", media_upload_token)))
|
||||
}
|
||||
Err(e) => {
|
||||
error!("could not query media upload: {:?}", e);
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(e))
|
||||
}
|
||||
};
|
||||
|
||||
let media_upload_bucket_path = MediaUploadOriginalFilePath::from_object_hash(&media_upload_result.public_bucket_directory_hash);
|
||||
bucket_object_path = media_upload_bucket_path.to_full_object_pathbuf();
|
||||
}
|
||||
}
|
||||
|
||||
let downloaded_filesystem_path = work_temp_dir.path().join("video.mp4");
|
||||
|
||||
maybe_download_file_from_bucket(MaybeDownloadArgs {
|
||||
name_or_description_of_file: "video file",
|
||||
final_filesystem_file_path: &downloaded_filesystem_path,
|
||||
bucket_object_path: &bucket_object_path,
|
||||
bucket_client: public_bucket_client,
|
||||
job_progress_reporter,
|
||||
job_progress_update_description: "downloading",
|
||||
job_id: job.id.0,
|
||||
scoped_tempdir_creator: &temp_dir_creator,
|
||||
maybe_existing_file_minimum_size_required: None,
|
||||
}).await?;
|
||||
|
||||
Ok(VideoFile {
|
||||
filesystem_path: downloaded_filesystem_path,
|
||||
})
|
||||
}
|
||||
@@ -0,0 +1,6 @@
|
||||
pub(crate) mod process_job;
|
||||
mod validate_job;
|
||||
mod download_video_file;
|
||||
mod rerender_inference_command;
|
||||
pub(crate) mod rerender_dependencies;
|
||||
mod categorize_error;
|
||||
+409
@@ -0,0 +1,409 @@
|
||||
use std::fs::read_to_string;
|
||||
use std::time::Instant;
|
||||
|
||||
use anyhow::{anyhow, Error};
|
||||
use log::{error, info, warn};
|
||||
use serde::{Deserialize, Serialize};
|
||||
use buckets::public::media_files::bucket_file_path::MediaFileBucketPath;
|
||||
|
||||
use enums::by_table::generic_inference_jobs::inference_result_type::InferenceResultType;
|
||||
use filesys::check_file_exists::check_file_exists;
|
||||
use filesys::file_size::file_size;
|
||||
use filesys::safe_delete_temp_directory::safe_delete_temp_directory;
|
||||
use filesys::safe_delete_temp_file::safe_delete_temp_file;
|
||||
use hashing::sha256::sha256_hash_file::sha256_hash_file;
|
||||
use mimetypes::mimetype_for_file::get_mimetype_for_file;
|
||||
use mysql_queries::payloads::generic_inference_args::generic_inference_args::PolymorphicInferenceArgs::Rr;
|
||||
use mysql_queries::queries::generic_inference::job::list_available_generic_inference_jobs::AvailableInferenceJob;
|
||||
use mysql_queries::queries::media_files::insert_media_file_from_rerender::{insert_media_file_from_rerender, InsertArgs};
|
||||
|
||||
use crate::job::job_loop::job_success_result::{JobSuccessResult, ResultEntity};
|
||||
use crate::job::job_loop::process_single_job_error::ProcessSingleJobError;
|
||||
use crate::job::job_types::videofilter::rerender_a_video::download_video_file::download_video_file;
|
||||
use crate::job::job_types::videofilter::rerender_a_video::rerender_inference_command::InferenceArgs;
|
||||
use crate::job::job_types::videofilter::rerender_a_video::validate_job::validate_job;
|
||||
use crate::job_dependencies::JobDependencies;
|
||||
|
||||
/// The maximum that either width or height can be
|
||||
const MAX_DIMENSION : u32 = 1500;
|
||||
|
||||
const BUCKET_FILE_PREFIX: &str = "fakeyou_";
|
||||
const BUCKET_FILE_EXTENSION: &str = ".mp4";
|
||||
|
||||
pub struct RerenderProcessJobArgs<'a> {
|
||||
pub job_dependencies: &'a JobDependencies,
|
||||
pub job: &'a AvailableInferenceJob,
|
||||
// pub media_file: MediaFile,
|
||||
}
|
||||
|
||||
pub async fn process_job(args: RerenderProcessJobArgs<'_>) -> Result<JobSuccessResult, ProcessSingleJobError> {
|
||||
let job = args.job;
|
||||
let deps = args.job_dependencies;
|
||||
|
||||
let mut job_progress_reporter = args.job_dependencies
|
||||
.clients
|
||||
.job_progress_reporter
|
||||
.new_generic_inference(job.inference_job_token.as_str())
|
||||
.map_err(|e| ProcessSingleJobError::Other(anyhow!(e)))?;
|
||||
|
||||
let model_dependencies = args
|
||||
.job_dependencies
|
||||
.job
|
||||
.job_specific_dependencies
|
||||
.maybe_rerender_dependencies
|
||||
.as_ref()
|
||||
.ok_or_else(|| ProcessSingleJobError::JobSystemMisconfiguration(Some("missing Rerender dependencies".to_string())))?;
|
||||
|
||||
// ==================== UNPACK + VALIDATE INFERENCE ARGS ==================== //
|
||||
|
||||
let job_args = validate_job(job)?;
|
||||
|
||||
// ==================== TEMP DIR ==================== //
|
||||
|
||||
let work_temp_dir = format!("temp_rerender_inference_{}", job.id.0);
|
||||
|
||||
// NB: TempDir exists until it goes out of scope, at which point it should delete from filesystem.
|
||||
let work_temp_dir = args.job_dependencies
|
||||
.fs
|
||||
.scoped_temp_dir_creator_for_work
|
||||
.new_tempdir(&work_temp_dir)
|
||||
.map_err(|e| ProcessSingleJobError::from_io_error(e))?;
|
||||
|
||||
|
||||
// ==================== QUERY AND DOWNLOAD FILES ==================== //
|
||||
|
||||
let video_path = download_video_file(
|
||||
&job_args.video_source,
|
||||
&args.job_dependencies.buckets.public_bucket_client,
|
||||
&mut job_progress_reporter,
|
||||
job,
|
||||
&args.job_dependencies.fs.scoped_temp_dir_creator_for_work,
|
||||
&work_temp_dir,
|
||||
&deps.db.mysql_pool
|
||||
).await?;
|
||||
|
||||
info!("Downloaded video file: {:?}", video_path.filesystem_path);
|
||||
|
||||
// ==================== TRANSCODE MEDIA (IF NECESSARY) ==================== //
|
||||
|
||||
let mut usable_video_path = video_path.filesystem_path.clone();
|
||||
|
||||
//TODO: re encode with ffmpeg
|
||||
|
||||
info!("Used video file: {:?}", usable_video_path);
|
||||
|
||||
// ==================== SETUP FOR INFERENCE ==================== //
|
||||
|
||||
info!("Ready for Rerender A Video inference...");
|
||||
|
||||
job_progress_reporter.log_status("running inference")
|
||||
.map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
let output_video_fs_path = work_temp_dir.path().join("blend.mp4");
|
||||
|
||||
info!("Running Rerender A Video inference...");
|
||||
|
||||
info!("Expected output video filename: {:?}", &output_video_fs_path);
|
||||
|
||||
// TODO: Limit output length for non-premium (???)
|
||||
|
||||
let maybe_args = job.maybe_inference_args
|
||||
.as_ref()
|
||||
.map(|args| args.args.as_ref())
|
||||
.flatten();
|
||||
|
||||
let poly_args = match maybe_args {
|
||||
None => return Err(ProcessSingleJobError::Other(anyhow!("Rerender args not found"))),
|
||||
Some(args) => args,
|
||||
};
|
||||
|
||||
let rr_args = match poly_args {
|
||||
Rr(args) => args,
|
||||
_ => return Err(ProcessSingleJobError::Other(anyhow!("Rerender args not found"))),
|
||||
};
|
||||
|
||||
let sd_model = rr_args.maybe_sd_model.as_ref().ok_or(ProcessSingleJobError::Other(anyhow!("SD model not found")))?;
|
||||
|
||||
// ============== CREATE AND WRITE CONFIG TO DISK ============== //
|
||||
|
||||
// create seed if not exists
|
||||
// let seed = rr_args.seed.unwrap_or_else(|| rand::random::<i64>());
|
||||
let seed = rand::random::<i32>();
|
||||
|
||||
let config = RerenderConfig {
|
||||
input: Some(usable_video_path.to_str().unwrap().to_string()),
|
||||
output: Some(output_video_fs_path.to_str().unwrap().to_string()),
|
||||
work_dir: Some(work_temp_dir.path().to_str().unwrap().to_string()),
|
||||
sd_model: Some(sd_model.to_string()),
|
||||
prompt: Some("1girl, anime style, red hair".to_string()),
|
||||
a_prompt: Some("1girl, 3d, realistic, read hair".to_string()),
|
||||
n_prompt: Some("Bad quality, low quality, photo, artifacts, watermark, signature, faceless".to_string()),
|
||||
seed: Some(seed as i64),
|
||||
..RerenderConfig::new()
|
||||
};
|
||||
|
||||
config.validate().map_err(|e| ProcessSingleJobError::Other(anyhow!(e)))?;
|
||||
|
||||
let config_path = work_temp_dir.path().join("config.json");
|
||||
let config_json = serde_json::to_string(&config).unwrap();
|
||||
std::fs::write(&config_path, config_json).unwrap();
|
||||
|
||||
// ==================== RUN INFERENCE SCRIPT ==================== //
|
||||
let stderr_output_file = work_temp_dir.path().join("stderr.txt");
|
||||
let inference_start_time = Instant::now();
|
||||
|
||||
let command_exit_status = model_dependencies
|
||||
.inference_command
|
||||
.execute_inference(InferenceArgs {
|
||||
config_file: &config_path,
|
||||
stderr_output_file: &stderr_output_file,
|
||||
});
|
||||
|
||||
let inference_duration = Instant::now().duration_since(inference_start_time);
|
||||
|
||||
info!("Inference took duration to complete: {:?}", &inference_duration);
|
||||
|
||||
if !command_exit_status.is_success() {
|
||||
error!("Inference failed: {:?}", command_exit_status);
|
||||
|
||||
let error = ProcessSingleJobError::Other(anyhow!("CommandExitStatus: {:?}", command_exit_status));
|
||||
|
||||
if let Ok(contents) = read_to_string(&stderr_output_file) {
|
||||
warn!("Captured stderr output: {}", contents);
|
||||
|
||||
// match categorize_error(&contents) {
|
||||
// Some(ProcessSingleJobError::FaceDetectionFailure) => {
|
||||
// warn!("Face not detected in source image");
|
||||
// error = ProcessSingleJobError::FaceDetectionFailure;
|
||||
// }
|
||||
// _ => {}
|
||||
// }
|
||||
}
|
||||
|
||||
safe_delete_temp_file(&video_path.filesystem_path);
|
||||
safe_delete_temp_file(&config_path);
|
||||
safe_delete_temp_file(&output_video_fs_path);
|
||||
safe_delete_temp_file(&stderr_output_file);
|
||||
safe_delete_temp_directory(&work_temp_dir);
|
||||
|
||||
return Err(error);
|
||||
}
|
||||
|
||||
// ==================== CHECK NON-WATERMARKED RESULT ==================== //
|
||||
|
||||
info!("Checking that output file exists: {:?} ...", output_video_fs_path);
|
||||
|
||||
check_file_exists(&output_video_fs_path).map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
// ==================== OPTIONAL WATERMARK ==================== //
|
||||
|
||||
let finished_file = output_video_fs_path.clone();
|
||||
|
||||
// ==================== CHECK ALL FILES EXIST AND GET METADATA ==================== //
|
||||
|
||||
info!("Checking that output watermark file exists: {:?} ...", finished_file);
|
||||
check_file_exists(&finished_file).map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
info!("Interrogating result file size ...");
|
||||
|
||||
let file_size_bytes = file_size(&finished_file)
|
||||
.map_err(|err| ProcessSingleJobError::Other(err))?;
|
||||
|
||||
info!("Interrogating result mimetype ...");
|
||||
|
||||
let mimetype = get_mimetype_for_file(&finished_file)
|
||||
.map_err(|err| ProcessSingleJobError::from_io_error(err))?
|
||||
.map(|mime| mime.to_string())
|
||||
.ok_or(ProcessSingleJobError::Other(anyhow!("Mimetype could not be determined")))?;
|
||||
|
||||
info!("Calculating sha256...");
|
||||
|
||||
let file_checksum = sha256_hash_file(&finished_file)
|
||||
.map_err(|err| {
|
||||
ProcessSingleJobError::Other(anyhow!("Error hashing file: {:?}", err))
|
||||
})?;
|
||||
|
||||
// ==================== UPLOAD VIDEO TO BUCKET ==================== //
|
||||
|
||||
job_progress_reporter.log_status("uploading result")
|
||||
.map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
let result_bucket_location = MediaFileBucketPath::generate_new(
|
||||
Some(BUCKET_FILE_PREFIX),
|
||||
Some(BUCKET_FILE_EXTENSION));
|
||||
|
||||
let result_bucket_object_pathbuf = result_bucket_location.to_full_object_pathbuf();
|
||||
|
||||
info!("Audio destination bucket path: {:?}", &result_bucket_object_pathbuf);
|
||||
|
||||
info!("Uploading media ...");
|
||||
|
||||
args.job_dependencies.buckets.public_bucket_client.upload_filename_with_content_type(
|
||||
&result_bucket_object_pathbuf,
|
||||
&finished_file,
|
||||
&mimetype) // TODO: We should check the mimetype to make sure bad payloads can't get uploaded
|
||||
.await
|
||||
.map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
// ==================== DELETE TEMP FILES ==================== //
|
||||
|
||||
safe_delete_temp_file(&video_path.filesystem_path);
|
||||
safe_delete_temp_file(&config_path);
|
||||
safe_delete_temp_file(&output_video_fs_path);
|
||||
safe_delete_temp_file(&stderr_output_file);
|
||||
safe_delete_temp_directory(&work_temp_dir);
|
||||
|
||||
// NB: We should be using a tempdir, but to make absolutely certain we don't overflow the disk...
|
||||
safe_delete_temp_directory(&work_temp_dir);
|
||||
|
||||
// ==================== SAVE RECORDS ==================== //
|
||||
|
||||
info!("Saving Rerender result (media_files table record) ...");
|
||||
|
||||
let (media_file_token, id) = insert_media_file_from_rerender(InsertArgs {
|
||||
pool: &args.job_dependencies.db.mysql_pool,
|
||||
job: &job,
|
||||
maybe_mime_type: Some(&mimetype),
|
||||
file_size_bytes,
|
||||
sha256_checksum: &file_checksum,
|
||||
public_bucket_directory_hash: result_bucket_location.get_object_hash(),
|
||||
maybe_public_bucket_prefix: Some(BUCKET_FILE_PREFIX),
|
||||
maybe_public_bucket_extension: Some(BUCKET_FILE_EXTENSION),
|
||||
is_on_prem: args.job_dependencies.job.info.container.is_on_prem,
|
||||
worker_hostname: &args.job_dependencies.job.info.container.hostname,
|
||||
worker_cluster: &args.job_dependencies.job.info.container.cluster_name,
|
||||
})
|
||||
.await
|
||||
.map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
info!("Rerender Done.");
|
||||
|
||||
job_progress_reporter.log_status("done")
|
||||
.map_err(|e| ProcessSingleJobError::Other(e))?;
|
||||
|
||||
info!("Job {:?} complete success! Downloaded, ran inference, and uploaded. Saved model record: {}, Result Token: {}",
|
||||
job.id, id, &media_file_token);
|
||||
|
||||
Ok(JobSuccessResult {
|
||||
maybe_result_entity: Some(ResultEntity {
|
||||
entity_type: InferenceResultType::MediaFile,
|
||||
entity_token: media_file_token.to_string(),
|
||||
}),
|
||||
inference_duration,
|
||||
})
|
||||
}
|
||||
|
||||
#[derive(Serialize, Deserialize, Debug)]
|
||||
pub struct RerenderConfig {
|
||||
#[serde(rename = "input")]
|
||||
pub input: Option<String>,
|
||||
|
||||
#[serde(rename = "output")]
|
||||
pub output: Option<String>,
|
||||
|
||||
#[serde(rename = "work_dir")]
|
||||
pub work_dir: Option<String>,
|
||||
|
||||
#[serde(rename = "key_subdir")]
|
||||
pub key_subdir: Option<String>,
|
||||
|
||||
#[serde(rename = "sd_model")]
|
||||
pub sd_model: Option<String>,
|
||||
|
||||
#[serde(rename = "lora_path")]
|
||||
pub lora_path: Option<String>,
|
||||
|
||||
#[serde(rename = "interval")]
|
||||
pub interval: Option<i32>,
|
||||
|
||||
#[serde(rename = "prompt")]
|
||||
pub prompt: Option<String>,
|
||||
|
||||
#[serde(rename = "a_prompt")]
|
||||
pub a_prompt: Option<String>,
|
||||
|
||||
#[serde(rename = "n_prompt")]
|
||||
pub n_prompt: Option<String>,
|
||||
|
||||
#[serde(rename = "x0_strength")]
|
||||
pub x0_strength: Option<f32>,
|
||||
|
||||
#[serde(rename = "control_type")]
|
||||
pub control_type: Option<String>,
|
||||
|
||||
#[serde(rename = "canny_low")]
|
||||
pub canny_low: Option<i32>,
|
||||
|
||||
#[serde(rename = "canny_high")]
|
||||
pub canny_high: Option<i32>,
|
||||
|
||||
#[serde(rename = "control_strength")]
|
||||
pub control_strength: Option<f32>,
|
||||
|
||||
#[serde(rename = "seed")]
|
||||
pub seed: Option<i64>,
|
||||
|
||||
#[serde(rename = "warp_period")]
|
||||
pub warp_period: Option<Vec<f32>>,
|
||||
|
||||
#[serde(rename = "ada_period")]
|
||||
pub ada_period: Option<Vec<f32>>,
|
||||
}
|
||||
|
||||
impl RerenderConfig {
|
||||
pub fn new() -> Self {
|
||||
Self {
|
||||
input: None,
|
||||
output: None,
|
||||
work_dir: None,
|
||||
key_subdir: Some("keys".to_string()),
|
||||
sd_model: None,
|
||||
lora_path: None,
|
||||
interval: Some(8),
|
||||
prompt: None,
|
||||
a_prompt: None,
|
||||
n_prompt: None,
|
||||
x0_strength: Some(0.95),
|
||||
control_type: Some("canny".to_string()),
|
||||
canny_low: Some(50),
|
||||
canny_high: Some(100),
|
||||
control_strength: Some(0.7),
|
||||
seed: None,
|
||||
warp_period: Some(vec![0., 0.1]),
|
||||
ada_period: Some(vec![0.8, 1.]),
|
||||
}
|
||||
}
|
||||
|
||||
pub fn validate(&self) -> Result<(), Error> {
|
||||
let fields = &[
|
||||
(self.input.is_some(), "input"),
|
||||
(self.output.is_some(), "output"),
|
||||
(self.work_dir.is_some(), "work_dir"),
|
||||
(self.key_subdir.is_some(), "key_subdir"),
|
||||
(self.sd_model.is_some(), "sd_model"),
|
||||
(self.interval.is_some(), "interval"),
|
||||
(self.prompt.is_some(), "prompt"),
|
||||
(self.a_prompt.is_some(), "a_prompt"),
|
||||
(self.n_prompt.is_some(), "n_prompt"),
|
||||
(self.x0_strength.is_some(), "x0_strength"),
|
||||
(self.control_type.is_some(), "control_type"),
|
||||
(self.canny_low.is_some(), "canny_low"),
|
||||
(self.canny_high.is_some(), "canny_high"),
|
||||
(self.control_strength.is_some(), "control_strength"),
|
||||
(self.seed.is_some(), "seed"),
|
||||
(self.warp_period.is_some(), "warp_period"),
|
||||
(self.ada_period.is_some(), "ada_period"),
|
||||
];
|
||||
|
||||
let missing_fields: Vec<&str> = fields
|
||||
.iter()
|
||||
.filter_map(|(is_some, field_name)| if *is_some { None } else { Some(*field_name) })
|
||||
.collect();
|
||||
|
||||
if missing_fields.is_empty() {
|
||||
Ok(())
|
||||
} else {
|
||||
Err(anyhow!("Missing fields: {}", missing_fields.join(", ")))
|
||||
}
|
||||
}
|
||||
}
|
||||
+15
@@ -0,0 +1,15 @@
|
||||
use errors::AnyhowResult;
|
||||
|
||||
use crate::job::job_types::videofilter::rerender_a_video::rerender_inference_command::RerenderInferenceCommand;
|
||||
|
||||
pub struct RerenderDependencies {
|
||||
pub inference_command: RerenderInferenceCommand,
|
||||
}
|
||||
|
||||
impl RerenderDependencies {
|
||||
pub fn setup() -> AnyhowResult<Self> {
|
||||
Ok(Self {
|
||||
inference_command: RerenderInferenceCommand::from_env()?,
|
||||
})
|
||||
}
|
||||
}
|
||||
+229
@@ -0,0 +1,229 @@
|
||||
use std::collections::HashSet;
|
||||
use std::env;
|
||||
use std::ffi::OsString;
|
||||
use std::fs::File;
|
||||
use std::path::{Path, PathBuf};
|
||||
use std::time::Duration;
|
||||
|
||||
use anyhow::anyhow;
|
||||
use log::info;
|
||||
use once_cell::sync::Lazy;
|
||||
use subprocess::{Popen, PopenConfig, Redirection};
|
||||
|
||||
use errors::AnyhowResult;
|
||||
use filesys::path_to_string::path_to_string;
|
||||
use subprocess_common::docker_options::{DockerFilesystemMount, DockerGpu, DockerOptions};
|
||||
|
||||
use crate::job::job_loop::command_exit_status::CommandExitStatus;
|
||||
|
||||
// These environment vars are not copied over to the subprocess
|
||||
// TODO/FIXME(bt, 2023-05-28): This is horrific security!
|
||||
static IGNORED_ENVIRONMENT_VARS : Lazy<HashSet<String>> = Lazy::new(|| {
|
||||
let env_var_names= [
|
||||
"MYSQL_URL",
|
||||
"ACCESS_KEY",
|
||||
"SECRET_KEY",
|
||||
"NEWRELIC_API_KEY",
|
||||
];
|
||||
|
||||
env_var_names.iter()
|
||||
.map(|value| value.to_string())
|
||||
.collect::<HashSet<String>>()
|
||||
});
|
||||
|
||||
#[derive(Clone)]
|
||||
pub struct RerenderInferenceCommand {
|
||||
/// Where the code lives
|
||||
rerender_root_code_directory: PathBuf,
|
||||
|
||||
/// A single executable script or a much larger bash command.
|
||||
executable_or_command: ExecutableOrCommand,
|
||||
|
||||
/// Config file to use
|
||||
config_path: Option<PathBuf>,
|
||||
|
||||
/// eg. `source python/bin/activate`
|
||||
maybe_virtual_env_activation_command: Option<String>,
|
||||
|
||||
/// If this is run under Docker (eg. in development), these are the options.
|
||||
maybe_docker_options: Option<DockerOptions>,
|
||||
|
||||
/// If the execution should be ended after a certain point.
|
||||
maybe_execution_timeout: Option<Duration>,
|
||||
|
||||
}
|
||||
|
||||
#[derive(Clone)]
|
||||
pub enum ExecutableOrCommand {
|
||||
/// Eg. `inference.py`
|
||||
Executable(PathBuf),
|
||||
|
||||
/// Eg. `python3 inference.py`
|
||||
Command(String),
|
||||
}
|
||||
|
||||
pub struct InferenceArgs<'s, P: AsRef<Path>> {
|
||||
pub config_file: P,
|
||||
pub stderr_output_file: &'s Path,
|
||||
}
|
||||
|
||||
impl RerenderInferenceCommand {
|
||||
pub fn from_env() -> AnyhowResult<Self> {
|
||||
let rerender_root_code_directory = easyenv::get_env_pathbuf_required(
|
||||
"RERENDER_INFERENCE_ROOT_DIRECTORY")?;
|
||||
|
||||
let config_path = easyenv::get_env_pathbuf_optional(
|
||||
"RERENDER_INFERENCE_CONFIG_PATH");
|
||||
|
||||
let executable_or_command = match easyenv::get_env_string_optional(
|
||||
"RERENDER_INFERENCE_EXECUTABLE_OR_COMMAND") {
|
||||
None => {
|
||||
return Err(anyhow!("RERENDER_INFERENCE_EXECUTABLE_OR_COMMAND is required"));
|
||||
}
|
||||
Some(executable_or_command) => {
|
||||
if executable_or_command.contains(" ") {
|
||||
ExecutableOrCommand::Command(executable_or_command)
|
||||
} else {
|
||||
ExecutableOrCommand::Executable(PathBuf::from(executable_or_command))
|
||||
}
|
||||
}
|
||||
};
|
||||
|
||||
let maybe_virtual_env_activation_command = easyenv::get_env_string_optional(
|
||||
"RERENDER_INFERENCE_MAYBE_VENV_COMMAND");
|
||||
|
||||
let maybe_execution_timeout =
|
||||
easyenv::get_env_duration_seconds_optional("RERENDER_TIMEOUT_SECONDS");
|
||||
|
||||
let maybe_docker_options = easyenv::get_env_string_optional(
|
||||
"RERENDER_INFERENCE_MAYBE_DOCKER_IMAGE")
|
||||
.map(|image_name| {
|
||||
DockerOptions {
|
||||
image_name,
|
||||
maybe_bind_mount: Some(DockerFilesystemMount::tmp_to_tmp()),
|
||||
maybe_environment_variables: None,
|
||||
maybe_gpu: Some(DockerGpu::All),
|
||||
}
|
||||
});
|
||||
|
||||
Ok(Self {
|
||||
rerender_root_code_directory,
|
||||
executable_or_command,
|
||||
config_path,
|
||||
maybe_virtual_env_activation_command,
|
||||
maybe_docker_options,
|
||||
maybe_execution_timeout,
|
||||
})
|
||||
}
|
||||
|
||||
pub fn execute_inference<P: AsRef<Path>>(
|
||||
&self,
|
||||
args: InferenceArgs<P>,
|
||||
) -> CommandExitStatus {
|
||||
match self.do_execute_inference(args) {
|
||||
Ok(exit_status) => exit_status,
|
||||
Err(error) => CommandExitStatus::FailureWithReason { reason: format!("error: {:?}", error) },
|
||||
}
|
||||
}
|
||||
|
||||
fn do_execute_inference<P: AsRef<Path>>(
|
||||
&self,
|
||||
args: InferenceArgs<P>,
|
||||
) -> AnyhowResult<CommandExitStatus> {
|
||||
|
||||
let mut command = String::new();
|
||||
command.push_str(&format!("cd {}", path_to_string(&self.rerender_root_code_directory)));
|
||||
|
||||
if let Some(venv_command) = self.maybe_virtual_env_activation_command.as_deref() {
|
||||
command.push_str(" && ");
|
||||
command.push_str(venv_command);
|
||||
command.push_str(" ");
|
||||
}
|
||||
|
||||
command.push_str(" && ");
|
||||
|
||||
match self.executable_or_command {
|
||||
ExecutableOrCommand::Executable(ref executable) => {
|
||||
command.push_str(&path_to_string(executable));
|
||||
command.push_str(" ");
|
||||
}
|
||||
ExecutableOrCommand::Command(ref cmd) => {
|
||||
command.push_str(cmd);
|
||||
command.push_str(" ");
|
||||
}
|
||||
}
|
||||
|
||||
// ===== Begin Python Args =====
|
||||
|
||||
command.push_str(" --cfg ");
|
||||
command.push_str(&path_to_string(args.config_file.as_ref()));
|
||||
|
||||
// ===== End Python Args =====
|
||||
|
||||
if let Some(docker_options) = self.maybe_docker_options.as_ref() {
|
||||
command = docker_options.to_command_string(&command);
|
||||
}
|
||||
|
||||
info!("Command: {:?}", command);
|
||||
|
||||
let command_parts = [
|
||||
"bash",
|
||||
"-c",
|
||||
&command
|
||||
];
|
||||
|
||||
let mut env_vars = Vec::new();
|
||||
|
||||
// Copy all environment variables from the parent process.
|
||||
// This is necessary to send all the kubernetes settings for Nvidia / CUDA.
|
||||
for (env_key, env_value) in env::vars() {
|
||||
if IGNORED_ENVIRONMENT_VARS.contains(&env_key) {
|
||||
continue;
|
||||
}
|
||||
env_vars.push((
|
||||
OsString::from(env_key),
|
||||
OsString::from(env_value),
|
||||
));
|
||||
}
|
||||
|
||||
let mut config = PopenConfig::default();
|
||||
|
||||
info!("stderr will be written to file: {:?}", args.stderr_output_file.as_os_str());
|
||||
|
||||
let stderr_file = File::create(&args.stderr_output_file)?;
|
||||
config.stderr = Redirection::File(stderr_file);
|
||||
|
||||
if !env_vars.is_empty() {
|
||||
config.env = Some(env_vars);
|
||||
}
|
||||
|
||||
let mut p = Popen::create(&command_parts, config)?;
|
||||
|
||||
info!("Subprocess PID: {:?}", p.pid());
|
||||
|
||||
match self.maybe_execution_timeout {
|
||||
None => {
|
||||
let exit_status = p.wait()?;
|
||||
info!("Subprocess exit status: {:?}", exit_status);
|
||||
Ok(CommandExitStatus::from_exit_status(exit_status))
|
||||
}
|
||||
Some(timeout) => {
|
||||
info!("Executing with timeout: {:?}", &timeout);
|
||||
let exit_status = p.wait_timeout(timeout.clone())?;
|
||||
|
||||
match exit_status {
|
||||
None => {
|
||||
// NB: If the program didn't successfully terminate, kill it.
|
||||
info!("Subprocess didn't end after timeout: {:?}; terminating...", &timeout);
|
||||
let _r = p.terminate()?;
|
||||
Ok(CommandExitStatus::Timeout)
|
||||
}
|
||||
Some(exit_status) => {
|
||||
info!("Subprocess timed wait exit status: {:?}", exit_status);
|
||||
Ok(CommandExitStatus::from_exit_status(exit_status))
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
}
|
||||
+85
@@ -0,0 +1,85 @@
|
||||
use anyhow::anyhow;
|
||||
|
||||
use mysql_queries::payloads::generic_inference_args::generic_inference_args::{InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
|
||||
use mysql_queries::payloads::generic_inference_args::videofilter_payload::{VideofilterVideoSource};
|
||||
use mysql_queries::queries::generic_inference::job::list_available_generic_inference_jobs::AvailableInferenceJob;
|
||||
|
||||
use crate::job::job_loop::process_single_job_error::ProcessSingleJobError;
|
||||
|
||||
pub struct JobArgs<'a> {
|
||||
pub video_source: &'a VideofilterVideoSource,
|
||||
pub sd_model: &'a str,
|
||||
}
|
||||
|
||||
pub fn validate_job(job: &AvailableInferenceJob) -> Result<JobArgs, ProcessSingleJobError> {
|
||||
let inference_args = job.maybe_inference_args
|
||||
.as_ref()
|
||||
.map(|args| args.args.as_ref())
|
||||
.flatten();
|
||||
|
||||
let inference_category = job.maybe_inference_args
|
||||
.as_ref()
|
||||
.map(|args| args.inference_category)
|
||||
.flatten();
|
||||
|
||||
match inference_category {
|
||||
Some(InferenceCategoryAbbreviated::RerenderAVideo) => {}, // Valid
|
||||
Some(category) => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("wrong inference category for job: {:?}", category)));
|
||||
},
|
||||
None => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("no inference category for job!")));
|
||||
}
|
||||
};
|
||||
|
||||
let inference_args = match inference_args {
|
||||
Some(args) => args,
|
||||
None => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("no inference args for job!")));
|
||||
}
|
||||
};
|
||||
|
||||
let inference_args = match inference_args {
|
||||
PolymorphicInferenceArgs::Rr(inference_args) => inference_args,
|
||||
_ => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("wrong inner args for job!")));
|
||||
}
|
||||
};
|
||||
|
||||
let video_source = match &inference_args.maybe_video_source {
|
||||
Some(args) => args,
|
||||
None => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("no video source!")));
|
||||
}
|
||||
};
|
||||
|
||||
let sd_model = match &inference_args.maybe_sd_model {
|
||||
Some(args) => args,
|
||||
None => {
|
||||
return Err(ProcessSingleJobError::from_anyhow_error(anyhow!("no sd model!")));
|
||||
}
|
||||
};
|
||||
|
||||
|
||||
// let preprocess = match inference_args.maybe_preprocess {
|
||||
// None => Some("full".to_string()),
|
||||
// Some(Preprocess::F) => Some("full".to_string()),
|
||||
// Some(Preprocess::EF) => Some("extfull".to_string()),
|
||||
// Some(Preprocess::C) => Some("crop".to_string()),
|
||||
// Some(Preprocess::EC) => Some("extcrop".to_string()),
|
||||
// };
|
||||
//
|
||||
// let enhancer = match inference_args.maybe_face_enhancer {
|
||||
// None => None,
|
||||
// Some(FaceEnhancer::G) => Some("gfpgan".to_string()),
|
||||
// Some(FaceEnhancer::R) => Some("RestoreFormer".to_string()),
|
||||
// };
|
||||
//
|
||||
// let mut width = inference_args.maybe_resize_width;
|
||||
// let mut height = inference_args.maybe_resize_height;
|
||||
|
||||
Ok(JobArgs {
|
||||
video_source,
|
||||
sd_model,
|
||||
})
|
||||
}
|
||||
@@ -7,6 +7,7 @@ use crate::job::job_types::tts::vall_e_x::vall_e_x_dependencies::VallExDependenc
|
||||
use crate::job::job_types::tts::vits::vits_dependencies::VitsDependencies;
|
||||
use crate::job::job_types::vc::rvc_v2::rvc_v2_dependencies::RvcV2Dependencies;
|
||||
use crate::job::job_types::vc::so_vits_svc::svc_dependencies::SvcDependencies;
|
||||
use crate::job::job_types::videofilter::rerender_a_video::rerender_dependencies::RerenderDependencies;
|
||||
use crate::util::scoped_execution::ScopedExecution;
|
||||
|
||||
pub struct JobSpecificDependencies {
|
||||
@@ -16,6 +17,7 @@ pub struct JobSpecificDependencies {
|
||||
pub maybe_tacotron2_dependencies: Option<Tacotron2Dependencies>,
|
||||
pub maybe_vall_e_x_dependencies: Option<VallExDependencies>,
|
||||
pub maybe_vits_dependencies: Option<VitsDependencies>,
|
||||
pub maybe_rerender_dependencies: Option<RerenderDependencies>,
|
||||
}
|
||||
|
||||
impl JobSpecificDependencies {
|
||||
@@ -27,6 +29,7 @@ impl JobSpecificDependencies {
|
||||
let mut maybe_tacotron2_dependencies = None;
|
||||
let mut maybe_vall_e_x_dependencies = None;
|
||||
let mut maybe_vits_dependencies = None;
|
||||
let mut maybe_rerender_dependencies = None;
|
||||
|
||||
if scoped_execution.can_run_job(InferenceModelType::RvcV2) {
|
||||
print_with_space("Setting RVCv2 dependencies...");
|
||||
@@ -58,6 +61,11 @@ impl JobSpecificDependencies {
|
||||
maybe_vits_dependencies = Some(VitsDependencies::setup()?);
|
||||
}
|
||||
|
||||
if scoped_execution.can_run_job(InferenceModelType::RerenderAVideo) {
|
||||
print_with_space("Setting Rerender dependencies...");
|
||||
maybe_rerender_dependencies = Some(RerenderDependencies::setup()?);
|
||||
}
|
||||
|
||||
Ok(JobSpecificDependencies {
|
||||
maybe_rvc_v2_dependencies,
|
||||
maybe_sad_talker_dependencies,
|
||||
@@ -65,6 +73,7 @@ impl JobSpecificDependencies {
|
||||
maybe_tacotron2_dependencies,
|
||||
maybe_vall_e_x_dependencies,
|
||||
maybe_vits_dependencies,
|
||||
maybe_rerender_dependencies,
|
||||
})
|
||||
}
|
||||
}
|
||||
|
||||
@@ -165,6 +165,7 @@ async-trait = "0.1.58"
|
||||
|
||||
utoipa = { version = "4", features = ["chrono","actix_extras"] }
|
||||
utoipa-swagger-ui = { version = "5", features = ["actix-web"] }
|
||||
http = "0.2.11"
|
||||
|
||||
[build-dependencies]
|
||||
# NB: Only using diesel for migrations support
|
||||
|
||||
@@ -49,6 +49,9 @@ pub struct Plan {
|
||||
|
||||
can_remove_visual_watermarks: bool,
|
||||
|
||||
// ========== Features for Videofilters ==========
|
||||
rerender_requires_frontend_keepalive: bool,
|
||||
|
||||
// ========== Features for TTS ==========
|
||||
|
||||
tts_base_priority_level: u8,
|
||||
@@ -91,6 +94,7 @@ impl Plan {
|
||||
is_development_plan: builder.is_development_plan,
|
||||
is_synthetic_plan: builder.is_synthetic_plan,
|
||||
lipsync_requires_frontend_keepalive: builder.lipsync_requires_frontend_keepalive,
|
||||
rerender_requires_frontend_keepalive: builder.rerender_requires_frontend_keepalive,
|
||||
can_remove_visual_watermarks: builder.can_remove_visual_watermarks,
|
||||
tts_base_priority_level: builder.tts_base_priority_level,
|
||||
tts_max_duration: builder.tts_max_duration,
|
||||
@@ -146,6 +150,10 @@ impl Plan {
|
||||
self.lipsync_requires_frontend_keepalive
|
||||
}
|
||||
|
||||
pub fn rerender_requires_frontent_keepalive(&self) -> bool {
|
||||
self.rerender_requires_frontend_keepalive
|
||||
}
|
||||
|
||||
pub fn can_remove_visual_watermarks(&self) -> bool {
|
||||
self.can_remove_visual_watermarks
|
||||
}
|
||||
@@ -192,6 +200,9 @@ pub struct PlanBuilder {
|
||||
|
||||
can_remove_visual_watermarks: bool,
|
||||
|
||||
// ========== Features for Videofilters ==========
|
||||
rerender_requires_frontend_keepalive: bool,
|
||||
|
||||
// ========== Features for TTS ==========
|
||||
|
||||
tts_base_priority_level: u8,
|
||||
@@ -239,6 +250,9 @@ impl PlanBuilder {
|
||||
lipsync_requires_frontend_keepalive: true,
|
||||
can_remove_visual_watermarks: false,
|
||||
|
||||
// Videofilters
|
||||
rerender_requires_frontend_keepalive: true,
|
||||
|
||||
// TTS
|
||||
tts_base_priority_level : TTS_DEFAULT_PRIORITY_LEVEL,
|
||||
tts_max_duration: Duration::seconds(TTS_DEFAULT_DURATION_SECONDS),
|
||||
@@ -304,6 +318,11 @@ impl PlanBuilder {
|
||||
self
|
||||
}
|
||||
|
||||
pub fn rerender_requires_frontend_keepalive(mut self, value: bool) -> Self {
|
||||
self.rerender_requires_frontend_keepalive = value;
|
||||
self
|
||||
}
|
||||
|
||||
pub fn can_remove_visual_watermarks(mut self, value: bool) -> Self {
|
||||
self.can_remove_visual_watermarks = value;
|
||||
self
|
||||
|
||||
+229
@@ -0,0 +1,229 @@
|
||||
// NB: Incrementally getting rid of build warnings...
|
||||
#![forbid(unused_imports)]
|
||||
#![forbid(unused_mut)]
|
||||
#![forbid(unused_variables)]
|
||||
|
||||
use std::sync::Arc;
|
||||
|
||||
use actix_web::{HttpRequest, HttpResponse, web};
|
||||
use actix_web::error::ResponseError;
|
||||
use actix_web::http::StatusCode;
|
||||
use log::{info, warn};
|
||||
|
||||
use enums::by_table::generic_inference_jobs::inference_category::InferenceCategory;
|
||||
use enums::by_table::generic_inference_jobs::inference_model_type::InferenceModelType;
|
||||
use enums::common::visibility::Visibility;
|
||||
use http_server_common::request::get_request_header_optional::get_request_header_optional;
|
||||
use http_server_common::request::get_request_ip::get_request_ip;
|
||||
use mysql_queries::payloads::generic_inference_args::generic_inference_args::{GenericInferenceArgs, InferenceCategoryAbbreviated, PolymorphicInferenceArgs};
|
||||
use mysql_queries::payloads::generic_inference_args::videofilter_payload::{RerenderArgs, VideofilterVideoSource};
|
||||
use mysql_queries::queries::generic_inference::web::insert_generic_inference_job::{insert_generic_inference_job, InsertGenericInferenceArgs};
|
||||
use tokens::tokens::generic_inference_jobs::InferenceJobToken;
|
||||
use tokens::tokens::media_files::MediaFileToken;
|
||||
use tokens::tokens::users::UserToken;
|
||||
|
||||
use crate::configs::plans::get_correct_plan_for_session::get_correct_plan_for_session;
|
||||
use crate::http_server::web_utils::response_error_helpers::to_simple_json_error;
|
||||
use crate::server_state::ServerState;
|
||||
|
||||
/// Debug requests can get routed to special "debug-only" workers, which can
|
||||
/// be used to trial new code, run debugging, etc.
|
||||
const DEBUG_HEADER_NAME : &str = "enable-debug-mode";
|
||||
|
||||
/// The routing tag header can send workloads to particular k8s hosts.
|
||||
/// This is useful for catching the live logs or intercepting the job.
|
||||
const ROUTING_TAG_HEADER_NAME : &str = "routing-tag";
|
||||
|
||||
#[derive(Deserialize)]
|
||||
pub struct EnqueueRerenderAnimationRequest {
|
||||
uuid_idempotency_token: String,
|
||||
|
||||
video_source: Option<MediaFileToken>,
|
||||
sd_model: String,
|
||||
creator_set_visibility: Option<Visibility>,
|
||||
}
|
||||
|
||||
/// Treated as an enum. Only one of these may be set.
|
||||
|
||||
#[derive(Serialize)]
|
||||
pub struct EnqueueRerenderAnimationSuccessResponse {
|
||||
pub success: bool,
|
||||
pub inference_job_token: InferenceJobToken,
|
||||
}
|
||||
|
||||
#[derive(Debug)]
|
||||
pub enum EnqueueRerenderAnimationError {
|
||||
BadInput(String),
|
||||
NotAuthorized,
|
||||
ServerError,
|
||||
RateLimited,
|
||||
}
|
||||
|
||||
impl ResponseError for EnqueueRerenderAnimationError {
|
||||
fn status_code(&self) -> StatusCode {
|
||||
match *self {
|
||||
EnqueueRerenderAnimationError::BadInput(_) => StatusCode::BAD_REQUEST,
|
||||
EnqueueRerenderAnimationError::NotAuthorized => StatusCode::UNAUTHORIZED,
|
||||
EnqueueRerenderAnimationError::ServerError => StatusCode::INTERNAL_SERVER_ERROR,
|
||||
EnqueueRerenderAnimationError::RateLimited => StatusCode::TOO_MANY_REQUESTS,
|
||||
}
|
||||
}
|
||||
|
||||
fn error_response(&self) -> HttpResponse {
|
||||
let error_reason = match self {
|
||||
EnqueueRerenderAnimationError::BadInput(reason) => reason.to_string(),
|
||||
EnqueueRerenderAnimationError::NotAuthorized => "unauthorized".to_string(),
|
||||
EnqueueRerenderAnimationError::ServerError => "server error".to_string(),
|
||||
EnqueueRerenderAnimationError::RateLimited => "rate limited".to_string(),
|
||||
};
|
||||
|
||||
to_simple_json_error(&error_reason, self.status_code())
|
||||
}
|
||||
}
|
||||
|
||||
// NB: Not using derive_more::Display since Clion doesn't understand it.
|
||||
impl std::fmt::Display for EnqueueRerenderAnimationError {
|
||||
fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
|
||||
write!(f, "{:?}", self)
|
||||
}
|
||||
}
|
||||
|
||||
pub async fn enqueue_rerender_animation_handler(
|
||||
http_request: HttpRequest,
|
||||
request: web::Json<EnqueueRerenderAnimationRequest>,
|
||||
server_state: web::Data<Arc<ServerState>>) -> Result<HttpResponse, EnqueueRerenderAnimationError>
|
||||
{
|
||||
let mut maybe_user_token : Option<UserToken> = None;
|
||||
|
||||
let mut mysql_connection = server_state.mysql_pool
|
||||
.acquire()
|
||||
.await
|
||||
.map_err(|err| {
|
||||
warn!("MySql pool error: {:?}", err);
|
||||
EnqueueRerenderAnimationError::ServerError
|
||||
})?;
|
||||
|
||||
let maybe_avt_token = server_state.avt_cookie_manager.get_avt_token_from_request(&http_request);
|
||||
|
||||
// ==================== USER SESSION ==================== //
|
||||
|
||||
let maybe_user_session = server_state
|
||||
.session_checker
|
||||
.maybe_get_user_session_extended_from_connection(&http_request, &mut mysql_connection)
|
||||
.await
|
||||
.map_err(|e| {
|
||||
warn!("Session checker error: {:?}", e);
|
||||
EnqueueRerenderAnimationError::ServerError
|
||||
})?;
|
||||
|
||||
if let Some(user_session) = maybe_user_session.as_ref() {
|
||||
maybe_user_token = Some(UserToken::new_from_str(&user_session.user_token));
|
||||
}
|
||||
|
||||
// TODO: Plan should handle "first anonymous use" and "investor" cases.
|
||||
let plan = get_correct_plan_for_session(
|
||||
server_state.server_environment,
|
||||
maybe_user_session.as_ref());
|
||||
|
||||
// TODO: Separate priority for animation.
|
||||
let priority_level = plan.web_vc_base_priority_level();
|
||||
|
||||
// ==================== DEBUG MODE + ROUTING TAG ==================== //
|
||||
|
||||
let is_debug_request =
|
||||
get_request_header_optional(&http_request, DEBUG_HEADER_NAME)
|
||||
.is_some();
|
||||
|
||||
let maybe_routing_tag=
|
||||
get_request_header_optional(&http_request, ROUTING_TAG_HEADER_NAME)
|
||||
.map(|routing_tag| routing_tag.trim().to_string());
|
||||
|
||||
// ==================== RATE LIMIT ==================== //
|
||||
|
||||
let rate_limiter = match maybe_user_session {
|
||||
None => &server_state.redis_rate_limiters.logged_out,
|
||||
Some(ref user) => {
|
||||
if user.role.is_banned {
|
||||
return Err(EnqueueRerenderAnimationError::NotAuthorized);
|
||||
}
|
||||
&server_state.redis_rate_limiters.logged_in
|
||||
},
|
||||
};
|
||||
|
||||
if let Err(_err) = rate_limiter.rate_limit_request(&http_request) {
|
||||
return Err(EnqueueRerenderAnimationError::RateLimited);
|
||||
}
|
||||
|
||||
// ==================== LOOK UP MODEL INFO ==================== //
|
||||
|
||||
// TODO(bt): CHECK DATABASE FOR TOKENS!
|
||||
|
||||
let video_source: VideofilterVideoSource = {
|
||||
if let Some(ref token) = request.video_source {
|
||||
VideofilterVideoSource::media_file_token(token.as_str())
|
||||
} else {
|
||||
return Err(EnqueueRerenderAnimationError::BadInput("video source not fully specified".to_string()));
|
||||
}
|
||||
};
|
||||
|
||||
let ip_address = get_request_ip(&http_request);
|
||||
|
||||
let maybe_user_preferred_visibility : Option<Visibility> = maybe_user_session
|
||||
.as_ref()
|
||||
.map(|user_session: &users_component::utils::user_session_extended::UserSessionExtended| user_session.preferences.preferred_tts_result_visibility); // TODO: New setting for web-vc
|
||||
|
||||
let set_visibility = request.creator_set_visibility
|
||||
.or(maybe_user_preferred_visibility)
|
||||
.unwrap_or(Visibility::Public);
|
||||
|
||||
let inference_args = RerenderArgs {
|
||||
maybe_video_source: Some(video_source),
|
||||
maybe_sd_model: Some(request.sd_model.clone()),
|
||||
};
|
||||
|
||||
info!("Creating rerender animation job record...");
|
||||
|
||||
let query_result = insert_generic_inference_job(InsertGenericInferenceArgs {
|
||||
uuid_idempotency_token: &request.uuid_idempotency_token,
|
||||
inference_category: InferenceCategory::RerenderAVideo,
|
||||
maybe_model_type: Some(InferenceModelType::RerenderAVideo), // NB: Model is static during inference
|
||||
maybe_model_token: None, // NB: Model is static during inference
|
||||
maybe_input_source_token: None, // TODO: Introduce a second foreign key ?
|
||||
maybe_input_source_token_type: None, // TODO: Introduce a second foreign key ?
|
||||
maybe_raw_inference_text: None, // No text
|
||||
maybe_max_duration_seconds: None,
|
||||
maybe_inference_args: Some(GenericInferenceArgs {
|
||||
inference_category: Some(InferenceCategoryAbbreviated::RerenderAVideo),
|
||||
args: Some(PolymorphicInferenceArgs::Rr(inference_args)),
|
||||
}),
|
||||
maybe_creator_user_token: maybe_user_token.as_ref(),
|
||||
maybe_avt_token: maybe_avt_token.as_ref(),
|
||||
creator_ip_address: &ip_address,
|
||||
creator_set_visibility: set_visibility,
|
||||
priority_level,
|
||||
requires_keepalive: plan.rerender_requires_frontent_keepalive(),
|
||||
is_debug_request,
|
||||
maybe_routing_tag: maybe_routing_tag.as_deref(),
|
||||
mysql_pool: &server_state.mysql_pool,
|
||||
}).await;
|
||||
|
||||
let job_token = match query_result {
|
||||
Ok((job_token, _id)) => job_token,
|
||||
Err(err) => {
|
||||
warn!("New generic inference job creation DB error: {:?}", err);
|
||||
return Err(EnqueueRerenderAnimationError::ServerError);
|
||||
}
|
||||
};
|
||||
|
||||
let response: EnqueueRerenderAnimationSuccessResponse = EnqueueRerenderAnimationSuccessResponse {
|
||||
success: true,
|
||||
inference_job_token: job_token,
|
||||
};
|
||||
|
||||
let body = serde_json::to_string(&response)
|
||||
.map_err(|_e| EnqueueRerenderAnimationError::ServerError)?;
|
||||
|
||||
Ok(HttpResponse::Ok()
|
||||
.content_type("application/json")
|
||||
.body(body))
|
||||
}
|
||||
@@ -1 +1,2 @@
|
||||
pub mod enqueue_rerender_animation;
|
||||
pub mod enqueue_face_animation;
|
||||
+8
@@ -256,6 +256,14 @@ fn record_to_payload(
|
||||
.get_full_object_path_str()
|
||||
.to_string()
|
||||
}
|
||||
InferenceCategory::RerenderAVideo => {
|
||||
MediaFileBucketPath::from_object_hash(
|
||||
&result_details.public_bucket_location_or_hash,
|
||||
result_details.maybe_media_file_public_bucket_prefix.as_deref(),
|
||||
result_details.maybe_media_file_public_bucket_extension.as_deref())
|
||||
.get_full_object_path_str()
|
||||
.to_string()
|
||||
}
|
||||
InferenceCategory::TextToSpeech => {
|
||||
match result_details.entity_type.as_str() {
|
||||
"media_file" => {
|
||||
|
||||
@@ -12,6 +12,7 @@ use users_component::endpoints::edit_profile_handler::edit_profile_handler;
|
||||
use users_component::endpoints::get_profile_handler::get_profile_handler;
|
||||
|
||||
use crate::http_server::endpoints::animation::enqueue_face_animation::enqueue_face_animation_handler;
|
||||
use crate::http_server::endpoints::animation::enqueue_rerender_animation::enqueue_rerender_animation_handler;
|
||||
use crate::http_server::endpoints::api_tokens::create_api_token::create_api_token_handler;
|
||||
use crate::http_server::endpoints::api_tokens::delete_api_token::delete_api_token_handler;
|
||||
use crate::http_server::endpoints::api_tokens::edit_api_token::edit_api_token_handler;
|
||||
@@ -216,6 +217,7 @@ pub fn add_routes<T, B> (app: App<T>, server_environment: ServerEnvironment) ->
|
||||
|
||||
let mut app = RouteBuilder::from_app(app)
|
||||
.add_post("/v1/animation/face_animation/create", enqueue_face_animation_handler)
|
||||
.add_post("/v1/animation/rerender/create", enqueue_rerender_animation_handler)
|
||||
.into_app();
|
||||
|
||||
// ==================== "Generic" Inference ====================
|
||||
|
||||
Reference in new issue
Block a user