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This PR contains: * Everything you need to do a v2 txt2img generation * Automatic testing with Actions * Updated `README.md`
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name: Validate Formatting & Types | ||
name: Formatting, Types, & Test | ||
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on: [push, pull_request] | ||
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jobs: | ||
validate: | ||
runs-on: ubuntu-latest | ||
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steps: | ||
- uses: actions/checkout@v3 | ||
validate: | ||
runs-on: ubuntu-latest | ||
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- uses: denoland/setup-deno@v1 | ||
with: | ||
deno-version: v1.x | ||
steps: | ||
- uses: actions/checkout@v3 | ||
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- run: deno fmt --check | ||
- uses: denoland/setup-deno@v1 | ||
with: | ||
deno-version: v1.x | ||
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- run: deno check prodia.ts | ||
- run: deno fmt --check | ||
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- run: deno check prodia.ts | ||
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- run: deno test --allow-env --allow-net | ||
env: | ||
PRODIA_TOKEN: ${{ secrets.PRODIA_TOKEN }} |
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Official TypeScript library for Prodia's AI inference API. | ||
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- [Get an API Key](https://app.prodia.com/api) | ||
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- [Get an v1 API Key or v2 Token](https://app.prodia.com/api) | ||
- [v2 API Explorer](https://app.prodia.com/explorer) | ||
- [View Docs + Pricing](https://docs.prodia.com/reference/getting-started) | ||
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## Usage | ||
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npm install prodia --save | ||
``` | ||
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## v2 | ||
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As of _October 2024_, we require users to have a **Pro+** or **Enterprise** subscription with us to use our v2 API. This is to ensure quality of service. However, we expect to revisit this by EOY and make it available more broadly. | ||
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```javascript | ||
import { createProdia } from "prodia/v2"; // v2 :) | ||
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const prodia = createProdia({ | ||
token: "...", // grab a token from https://app.prodia.com/api | ||
}); | ||
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(async () => { | ||
// run a flux dev generation | ||
const job = await client.job({ | ||
"type": "inference.flux.dev.txt2img.v1", | ||
"config": { | ||
"prompt": "puppies in a cloud, 4k", | ||
"steps": 25, | ||
}, | ||
}); | ||
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const image = await job.arrayBuffer(); | ||
// display your image | ||
})(); | ||
``` | ||
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## v1 Legacy API | ||
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```javascript | ||
import { createProdia } from "prodia"; | ||
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// check status and view your image :) | ||
})(); | ||
``` | ||
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## help | ||
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Email us at [[email protected]](mailto:[email protected]). |
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import { assertEquals } from "jsr:@std/assert"; | ||
import { createProdia } from "../v2/index.ts"; | ||
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const token = Deno.env.get("PRODIA_TOKEN"); | ||
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if (typeof token !== "string") { | ||
throw new Error("PRODIA_TOKEN is not set"); | ||
} | ||
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const isJpeg = (image: ArrayBuffer): boolean => { | ||
const view = new Uint8Array(image); | ||
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return view[0] === 0xFF && view[1] === 0xD8; | ||
}; | ||
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await Deno.test("Example Job: JPEG Output", async () => { | ||
const client = createProdia({ | ||
token, | ||
}); | ||
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const job = await client.job({ | ||
"type": "inference.flux.dev.txt2img.v1", | ||
"config": { | ||
"prompt": "puppies in a cloud, 4k", | ||
"steps": 1, | ||
"width": 1024, | ||
"height": 1024, | ||
}, | ||
}); | ||
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const image = await job.arrayBuffer(); | ||
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assertEquals(isJpeg(image), true, "Image should be a JPEG"); | ||
}); |
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"baseUrl": ".", | ||
"declaration": true | ||
}, | ||
"files": ["prodia.ts"] | ||
"files": ["prodia.ts", "v2/index.ts"] | ||
} |
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type JsonObject = | ||
& { [Key in string]: JsonValue } | ||
& { [Key in string]?: JsonValue | undefined }; | ||
type JsonArray = JsonValue[] | readonly JsonValue[]; | ||
type JsonPrimitive = string | number | boolean | null; | ||
type JsonValue = JsonPrimitive | JsonObject | JsonArray; | ||
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/* job and job configuration */ | ||
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export type ProdiaJob = Record<string, JsonValue>; | ||
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export type ProdiaJobOptions = { | ||
accept: | ||
| "image/png" | ||
| "image/jpeg" | ||
| "image/webp" | ||
| "multipart/form-data" | ||
| "video/mp4"; | ||
}; | ||
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const defaultJobOptions: ProdiaJobOptions = { | ||
accept: "image/jpeg", | ||
}; | ||
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export type ProdiaJobResponse = { | ||
arrayBuffer: () => Promise<ArrayBuffer>; // we only support direct image response now | ||
}; | ||
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/* client & client configuration*/ | ||
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export type Prodia = { | ||
job: ( | ||
params: ProdiaJob, | ||
options?: Partial<ProdiaJobOptions>, | ||
) => Promise<ProdiaJobResponse>; | ||
}; | ||
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export type CreateProdiaOptions = { | ||
token: string; | ||
baseUrl?: string; | ||
maxErrors?: number; | ||
maxRetries?: number; | ||
}; | ||
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/* error types */ | ||
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export class ProdiaCapacityError extends Error {} | ||
export class ProdiaBadResponseError extends Error {} | ||
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export const createProdia = ({ | ||
token, | ||
baseUrl = "https://inference.prodia.com/v2", | ||
maxErrors = 1, | ||
maxRetries = Infinity, | ||
}: CreateProdiaOptions): Prodia => { | ||
const job = async ( | ||
params: ProdiaJob, | ||
_options?: Partial<ProdiaJobOptions>, | ||
) => { | ||
const options = { | ||
...defaultJobOptions, | ||
..._options, | ||
}; | ||
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let response: Response; | ||
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let errors = 0; | ||
let retries = 0; | ||
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do { | ||
response = await fetch(`${baseUrl}/job`, { | ||
method: "POST", | ||
headers: { | ||
"Authorization": `Bearer ${token}`, | ||
"Accept": options.accept, | ||
"Content-Type": "application/json", | ||
}, | ||
body: JSON.stringify(params), | ||
}); | ||
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if (response.status === 429) { | ||
retries += 1; | ||
} else if (response.status < 200 || response.status > 299) { | ||
errors += 1; | ||
} | ||
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const retryAfter = Number(response.headers.get("Retry-After")) || 1; | ||
await new Promise((resolve) => | ||
setTimeout(resolve, retryAfter * 1000) | ||
); | ||
} while ( | ||
(response.status < 200 || response.status > 299) && | ||
errors <= maxErrors && | ||
retries <= maxRetries | ||
); | ||
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if (response.status === 429) { | ||
throw new ProdiaCapacityError( | ||
"ProdiaCapacityError: Unable to schedule job with current token", | ||
); | ||
} | ||
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if (response.status < 200 || response.status > 299) { | ||
throw new ProdiaBadResponseError( | ||
`ProdiaBadResponseError: ${response.status} ${response.statusText}`, | ||
); | ||
} | ||
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return { | ||
arrayBuffer: () => response.arrayBuffer(), | ||
}; | ||
}; | ||
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return { | ||
job, | ||
}; | ||
}; |