From 273c49ffb454744734cd8171f987ca04d2f18ad2 Mon Sep 17 00:00:00 2001 From: roushou Date: Sun, 8 Sep 2024 07:33:34 +0700 Subject: [PATCH] feat(replicate): support creating prediction from official model --- assets/dragon.webp | Bin 0 -> 136842 bytes examples/replicate-basic/README.md | 3 +++ examples/replicate-basic/src/main.rs | 27 +++++++++++++------------- replicate/src/client.rs | 28 +++++++++++++++++++++++++++ 4 files changed, 45 insertions(+), 13 deletions(-) create mode 100644 assets/dragon.webp create mode 100644 examples/replicate-basic/README.md diff --git a/assets/dragon.webp b/assets/dragon.webp new file mode 100644 index 0000000000000000000000000000000000000000..2c467a57f7761678d186ad2b394de535d99bc70b GIT binary patch literal 136842 zcmYiNV~}P|(=`mYZQHhO+qP}nJ#Bm1Hl}T3+O}<*$2;eBfAPc@JELMp{iv#}+?Ba9 z*De)l35gI45Fkx)5hV>JE+UVA??|R#xxh3)VE-N6*sWq2oe6`#-$NNA4VDpC+F!bqqJNwG`2)n2FqIkFaEI1MH z?l&4Z1(^MjeFdBdz9K&5zXYxY)&owT;J-dUDZdbBW^)3+2?5`WeG7rRfXf@)@6fN= 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b/examples/replicate-basic/src/main.rs index 6eecc5d..a003c12 100644 --- a/examples/replicate-basic/src/main.rs +++ b/examples/replicate-basic/src/main.rs @@ -1,5 +1,5 @@ use replic::{ - client::{Client, CreatePrediction}, + client::{Client, CreateModelPrediction}, config::Config, }; @@ -8,16 +8,17 @@ async fn main() { let config = Config::from_env().unwrap(); let client = Client::new(config).unwrap(); - let collections = client - .create_prediction(CreatePrediction { - version: "f2ab8a5bfe79f02f0789a146cf5e73d2a4ff2684a98c2b303d1e1ff3814271db".to_string(), - input: serde_json::json!({ - "prompt": "black forest gateau cake spelling out the words \"FLUX SCHNELL\", tasty, food photography, dynamic shot" - }), - webhook: None, - webhook_event_filters: None, - }) - .await - .unwrap(); - println!("{:?}", collections); + let payload = CreateModelPrediction { + owner: "black-forest-labs".to_string(), + name: "flux-schnell".to_string(), + input: serde_json::json!({ + "prompt": "3D model of a baby dragon", + "num_outputs": 1, + "aspect_ratio": "1:1", + "output_format": "webp", + "output_quality": 100 + }), + }; + let prediction = client.create_model_prediction(payload).await.unwrap(); + println!("{:?}", prediction); } diff --git a/replicate/src/client.rs b/replicate/src/client.rs index 5b3b96d..29c2b96 100644 --- a/replicate/src/client.rs +++ b/replicate/src/client.rs @@ -179,6 +179,22 @@ impl Client { Ok(response) } + /// Create a prediction from an official model + pub async fn create_model_prediction( + &self, + payload: CreateModelPrediction, + ) -> Result { + let path = format!("models/{}/{}/predictions", payload.owner, payload.name); + let response = self + .request(Method::POST, path.as_str())? + .json(&serde_json::json!({ "input": payload.input })) + .send() + .await? + .json::() + .await?; + Ok(response) + } + /// Cancel a prediction. pub async fn cancel_prediction(&self, prediction_id: String) -> Result<(), Error> { let path = format!("predictions/{}/cancel", prediction_id); @@ -491,6 +507,18 @@ pub struct CreatePrediction { pub webhook_event_filters: Option>, } +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct CreateModelPrediction { + /// Model owner + pub owner: String, + + /// Model name + pub name: String, + + /// The model's input as a JSON object. + pub input: serde_json::Value, +} + #[derive(Debug, Clone, Serialize, Deserialize)] #[serde(rename_all = "lowercase")] pub enum WebHookEvent {