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fix(ai): fix ai model config parsing #3173

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fix(ai): fix ai model config parsing #3173

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84 changes: 47 additions & 37 deletions cmd/livepeer/starter/starter.go
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Original file line number Diff line number Diff line change
Expand Up @@ -1196,6 +1196,7 @@ func StartLivepeer(ctx context.Context, cfg LivepeerConfig) {

for _, config := range configs {
modelConstraint := &core.ModelConstraint{Warm: config.Warm}
var configCapability core.Capability

var autoPrice *core.AutoConvertedPrice
if *cfg.Network != "offchain" {
Expand Down Expand Up @@ -1245,100 +1246,109 @@ func StartLivepeer(ctx context.Context, cfg LivepeerConfig) {

switch config.Pipeline {
case "text-to-image":
_, ok := capabilityConstraints[core.Capability_TextToImage]
configCapability = core.Capability_TextToImage
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_TextToImage)
capabilityConstraints[core.Capability_TextToImage] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_TextToImage].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_TextToImage, config.ModelID, autoPrice)
n.SetBasePriceForCap("default", configCapability, config.ModelID, autoPrice)
}
case "image-to-image":
_, ok := capabilityConstraints[core.Capability_ImageToImage]
configCapability = core.Capability_ImageToImage
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_ImageToImage)
capabilityConstraints[core.Capability_ImageToImage] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_ImageToImage].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_ImageToImage, config.ModelID, autoPrice)
n.SetBasePriceForCap("default", configCapability, config.ModelID, autoPrice)
}
case "image-to-video":
_, ok := capabilityConstraints[core.Capability_ImageToVideo]
configCapability = core.Capability_ImageToVideo
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_ImageToVideo)
capabilityConstraints[core.Capability_ImageToVideo] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_ImageToVideo].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_ImageToVideo, config.ModelID, autoPrice)
n.SetBasePriceForCap("default", configCapability, config.ModelID, autoPrice)
}
case "upscale":
_, ok := capabilityConstraints[core.Capability_Upscale]
configCapability = core.Capability_Upscale
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_Upscale)
capabilityConstraints[core.Capability_Upscale] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_Upscale].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_Upscale, config.ModelID, autoPrice)
}
case "audio-to-text":
_, ok := capabilityConstraints[core.Capability_AudioToText]
configCapability = core.Capability_AudioToText
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_AudioToText)
capabilityConstraints[core.Capability_AudioToText] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_AudioToText].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_AudioToText, config.ModelID, autoPrice)
n.SetBasePriceForCap("default", configCapability, config.ModelID, autoPrice)
}
case "segment-anything-2":
_, ok := capabilityConstraints[core.Capability_SegmentAnything2]
configCapability = core.Capability_SegmentAnything2
_, ok := capabilityConstraints[configCapability]
if !ok {
aiCaps = append(aiCaps, core.Capability_SegmentAnything2)
capabilityConstraints[core.Capability_SegmentAnything2] = &core.CapabilityConstraints{
aiCaps = append(aiCaps, configCapability)
capabilityConstraints[configCapability] = &core.CapabilityConstraints{
Models: make(map[string]*core.ModelConstraint),
}
}

capabilityConstraints[core.Capability_SegmentAnything2].Models[config.ModelID] = modelConstraint
capabilityConstraints[configCapability].Models[config.ModelID] = modelConstraint

if *cfg.Network != "offchain" {
n.SetBasePriceForCap("default", core.Capability_SegmentAnything2, config.ModelID, autoPrice)
n.SetBasePriceForCap("default", configCapability, config.ModelID, autoPrice)
}
}

if len(aiCaps) > 0 {
capability := aiCaps[len(aiCaps)-1]
price := n.GetBasePriceForCap("default", capability, config.ModelID)
if *cfg.Network != "offchain" {
glog.V(6).Infof("Capability %s (ID: %v) advertised with model constraint %s at price %s wei per compute unit", config.Pipeline, capability, config.ModelID, price.FloatString(3))
} else {
glog.V(6).Infof("Capability %s (ID: %v) advertised with model constraint %s", config.Pipeline, capability, config.ModelID)
}
//check price set for capability
price := n.GetBasePriceForCap("default", configCapability, config.ModelID)
if price == nil {
panic(fmt.Errorf("Price not set for capability %v model %v", configCapability, config.ModelID))
}

if *cfg.Network != "offchain" {
glog.V(6).Infof("Capability %s (ID: %v) advertised with model constraint %s at price %s wei per compute unit", config.Pipeline, configCapability, config.ModelID, price.FloatString(3))
} else {
glog.V(6).Infof("Capability %s (ID: %v) advertised with model constraint %s", config.Pipeline, configCapability, config.ModelID)
}

}
} else {
glog.Error("The '-aiModels' flag was set, but no model configuration was provided. Please specify the model configuration using the '-aiModels' flag.")
Expand Down
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