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declare module "replicate" {
type Status = "starting" | "processing" | "succeeded" | "failed" | "canceled" | "aborted";
type Visibility = "public" | "private";
type WebhookEventType = "start" | "output" | "logs" | "completed";
export interface ApiError extends Error {
request: Request;
response: Response;
}
export interface FileOutput extends ReadableStream {
blob(): Promise<Blob>;
url(): URL;
toString(): string;
}
export interface Account {
type: "user" | "organization";
username: string;
name: string;
github_url?: string;
avatar_url?: string;
}
export interface Collection {
name: string;
slug: string;
description: string;
full_description: string | null;
models?: Model[];
}
export interface Deployment {
owner: string;
name: string;
current_release: {
number: number;
model: string;
version: string;
created_at: string;
created_by: Account;
configuration: {
hardware: string;
min_instances: number;
max_instances: number;
};
};
}
export interface FileObject {
id: string;
content_type: string;
size: number;
checksums: {
sha256: string;
};
metadata: Record<string, unknown>;
created_at: string;
expires_at: string | null;
urls: {
get: string;
};
}
export interface Hardware {
sku: string;
name: string;
}
export interface Model {
url: string;
owner: string;
name: string;
description?: string;
visibility: "public" | "private";
is_official: boolean;
github_url?: string;
paper_url?: string;
license_url?: string;
run_count: number;
cover_image_url?: string;
default_example?: Prediction;
latest_version?: ModelVersion;
}
export interface ModelVersion {
id: string;
created_at: string;
cog_version: string | null;
openapi_schema: object | null;
}
export interface Prediction {
id: string;
status: Status;
model: string;
version: string | "hidden";
input: object;
output?: any; // TODO: this should be `unknown`
source: "api" | "web";
error?: unknown;
logs?: string;
data_removed: boolean;
deadline?: string;
deployment?: string;
metrics?: {
predict_time?: number;
total_time?: number;
};
webhook?: string;
webhook_events_filter?: WebhookEventType[];
created_at: string;
started_at?: string;
completed_at?: string;
urls: {
get: string;
cancel: string;
stream?: string;
web?: string;
};
}
export interface Training {
id: string;
status: Status;
model: string;
version: string;
input: object;
output?: {
version?: string;
weights?: string;
};
source: "api" | "web";
error?: unknown;
logs?: string;
metrics?: {
predict_time?: number;
total_time?: number;
};
webhook?: string;
webhook_events_filter?: WebhookEventType[];
created_at: string;
started_at?: string;
completed_at?: string;
urls: {
get: string;
cancel: string;
web?: string;
};
}
export type FileEncodingStrategy = "default" | "upload" | "data-uri";
export interface Page<T> {
previous?: string;
next?: string;
results: T[];
}
export interface ServerSentEvent {
event: string;
data: string;
id?: string;
retry?: number;
}
export interface WebhookSecret {
key: string;
}
export default class Replicate {
constructor(options?: {
auth?: string;
userAgent?: string;
baseUrl?: string;
fetch?: (
input: Request | string,
init?: RequestInit
) => Promise<Response>;
fileEncodingStrategy?: FileEncodingStrategy;
useFileOutput?: boolean;
});
auth: string;
userAgent?: string;
baseUrl?: string;
fetch: (input: Request | string, init?: RequestInit) => Promise<Response>;
fileEncodingStrategy: FileEncodingStrategy;
run(
identifier: `${string}/${string}` | `${string}/${string}:${string}`,
options: {
input: object;
wait?:
| { mode: "block"; interval?: number; timeout?: number }
| { mode: "poll"; interval?: number };
webhook?: string;
webhook_events_filter?: WebhookEventType[];
signal?: AbortSignal;
},
progress?: (prediction: Prediction) => void
): Promise<object>;
stream(
identifier: `${string}/${string}` | `${string}/${string}:${string}`,
options: {
input: object;
webhook?: string;
webhook_events_filter?: WebhookEventType[];
signal?: AbortSignal;
}
): AsyncGenerator<ServerSentEvent>;
request(
route: string | URL,
options: {
method?: string;
headers?: object | Headers;
params?: object;
data?: object;
signal?: AbortSignal;
}
): Promise<Response>;
paginate<T>(
endpoint: () => Promise<Page<T>>,
options?: { signal?: AbortSignal }
): AsyncGenerator<T[]>;
wait(
prediction: Prediction,
options?: {
interval?: number;
},
stop?: (prediction: Prediction) => Promise<boolean>
): Promise<Prediction>;
accounts: {
current(options?: { signal?: AbortSignal }): Promise<Account>;
};
collections: {
list(options?: { signal?: AbortSignal }): Promise<Page<Collection>>;
get(
collection_slug: string,
options?: { signal?: AbortSignal }
): Promise<Collection>;
};
deployments: {
predictions: {
create(
deployment_owner: string,
deployment_name: string,
options: {
input: object;
/** @deprecated */
stream?: boolean;
webhook?: string;
webhook_events_filter?: WebhookEventType[];
wait?: number | boolean;
signal?: AbortSignal;
}
): Promise<Prediction>;
};
get(
deployment_owner: string,
deployment_name: string,
options?: { signal?: AbortSignal }
): Promise<Deployment>;
create(
deployment_config: {
name: string;
model: string;
version: string;
hardware: string;
min_instances: number;
max_instances: number;
},
options?: { signal?: AbortSignal }
): Promise<Deployment>;
update(
deployment_owner: string,
deployment_name: string,
deployment_config: {
version?: string;
hardware?: string;
min_instances?: number;
max_instances?: number;
} & (
| { version: string }
| { hardware: string }
| { min_instances: number }
| { max_instances: number }
),
options?: { signal?: AbortSignal }
): Promise<Deployment>;
delete(
deployment_owner: string,
deployment_name: string,
options?: { signal?: AbortSignal }
): Promise<boolean>;
list(options?: { signal?: AbortSignal }): Promise<Page<Deployment>>;
};
files: {
create(
file: Blob | Buffer,
metadata?: Record<string, unknown>,
options?: { signal?: AbortSignal }
): Promise<FileObject>;
list(options?: { signal?: AbortSignal }): Promise<Page<FileObject>>;
get(
file_id: string,
options?: { signal?: AbortSignal }
): Promise<FileObject>;
delete(
file_id: string,
options?: { signal?: AbortSignal }
): Promise<boolean>;
};
hardware: {
list(options?: { signal?: AbortSignal }): Promise<Hardware[]>;
};
models: {
get(
model_owner: string,
model_name: string,
options?: { signal?: AbortSignal }
): Promise<Model>;
list(options?: { signal?: AbortSignal }): Promise<Page<Model>>;
create(
model_owner: string,
model_name: string,
options: {
visibility: Visibility;
hardware: string;
description?: string;
github_url?: string;
paper_url?: string;
license_url?: string;
cover_image_url?: string;
signal?: AbortSignal;
}
): Promise<Model>;
versions: {
list(
model_owner: string,
model_name: string,
options?: { signal?: AbortSignal }
): Promise<Page<ModelVersion>>;
get(
model_owner: string,
model_name: string,
version_id: string,
options?: { signal?: AbortSignal }
): Promise<ModelVersion>;
};
search(
query: string,
options?: { signal?: AbortSignal }
): Promise<Page<Model>>;
};
predictions: {
create(
options: {
model?: string;
version?: string;
input: object;
/** @deprecated */
stream?: boolean;
webhook?: string;
webhook_events_filter?: WebhookEventType[];
wait?: boolean | number;
signal?: AbortSignal;
} & ({ version: string } | { model: string })
): Promise<Prediction>;
get(
prediction_id: string,
options?: { signal?: AbortSignal }
): Promise<Prediction>;
cancel(
prediction_id: string,
options?: { signal?: AbortSignal }
): Promise<Prediction>;
list(options?: { signal?: AbortSignal }): Promise<Page<Prediction>>;
};
trainings: {
create(
model_owner: string,
model_name: string,
version_id: string,
options: {
destination: `${string}/${string}`;
input: object;
webhook?: string;
webhook_events_filter?: WebhookEventType[];
signal?: AbortSignal;
}
): Promise<Training>;
get(
training_id: string,
options?: { signal?: AbortSignal }
): Promise<Training>;
cancel(
training_id: string,
options?: { signal?: AbortSignal }
): Promise<Training>;
list(options?: { signal?: AbortSignal }): Promise<Page<Training>>;
};
webhooks: {
default: {
secret: {
get(options?: { signal?: AbortSignal }): Promise<WebhookSecret>;
};
};
};
}
export function validateWebhook(
request: Request,
secret: string,
crypto?: Crypto
): Promise<boolean>;
export function validateWebhook(
requestData: {
id: string;
timestamp: string;
signature: string;
body: string;
secret: string;
},
crypto?: Crypto
): Promise<boolean>;
export function parseProgressFromLogs(logs: Prediction | string): {
percentage: number;
current: number;
total: number;
} | null;
}
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