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API client","maintainers":[{"name":"evilpingwin","email":"hello@pngwn.io"}],"readme":"## JavaScript Client Library\n\nInteract with Gradio APIs using our JavaScript (and TypeScript) client.\n\n\n## Installation\n\nThe Gradio JavaScript Client is available on npm as `@gradio/client`. You can install it as below:\n\n```shell\nnpm i @gradio/client\n```\n\nOr, you can include it directly in your HTML via the jsDelivr CDN:\n\n```html\n<script type=\"module\">\n\timport { Client } from \"https://cdn.jsdelivr.net/npm/@gradio/client/dist/index.min.js\";\n</script>\n```\n\n## Usage\n\nThe JavaScript Gradio Client exposes the Client class, `Client`, along with various other utility functions. `Client` is used to initialise and establish a connection to, or duplicate, a Gradio app. \n\n### `Client`\n\nThe Client function connects to the API of a hosted Gradio space and returns an object that allows you to make calls to that API.\n\nThe simplest example looks like this:\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\");\n```\n\nThis function accepts two arguments: `source` and `options`:\n\n#### `source`\n\nThis is the url or name of the gradio app whose API you wish to connect to. This parameter is required and should always be a string. For example:\n\n```ts\nClient.connect(\"user/space-name\");  \n```\n\n#### `options`\n\nThe options object can optionally be passed a second parameter. This object has two properties, `token` and `status_callback`.\n\n##### `token`\n\nThis should be a Hugging Face personal access token and is required if you wish to make calls to a private gradio api. This option is optional and should be a string starting with `\"hf_\"`.\n\nExample:\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\", { token: \"hf_...\" });\n```\n\n##### `status_callback`\n\nThis should be a function which will notify you of the status of a space if it is not running. If the gradio API you are connecting to is not awake and running or is not hosted on Hugging Face space then this function will do nothing.\n\n**Additional context**\n\nApplications hosted on Hugging Face spaces can be in a number of different states. As spaces are a GitOps tool and will rebuild when new changes are pushed to the repository, they have various building, running and error states. If a space is not 'running' then the function passed as the `status_callback` will notify you of the current state of the space and the status of the space as it changes. Spaces that are building or sleeping can take longer than usual to respond, so you can use this information to give users feedback about the progress of their action.\n\n```ts\nimport { Client, type SpaceStatus } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\", {\n\t// The space_status parameter does not need to be manually annotated, this is just for illustration.\n\tspace_status: (space_status: SpaceStatus) => console.log(space_status)\n});\n```\n\n```ts\ninterface SpaceStatusNormal {\n\tstatus: \"sleeping\" | \"running\" | \"building\" | \"error\" | \"stopped\";\n\tdetail:\n\t\t| \"SLEEPING\"\n\t\t| \"RUNNING\"\n\t\t| \"RUNNING_BUILDING\"\n\t\t| \"BUILDING\"\n\t\t| \"NOT_FOUND\";\n\tload_status: \"pending\" | \"error\" | \"complete\" | \"generating\";\n\tmessage: string;\n}\n\ninterface SpaceStatusError {\n\tstatus: \"space_error\";\n\tdetail: \"NO_APP_FILE\" | \"CONFIG_ERROR\" | \"BUILD_ERROR\" | \"RUNTIME_ERROR\";\n\tload_status: \"error\";\n\tmessage: string;\n\tdiscussions_enabled: boolean;\n\ntype SpaceStatus = SpaceStatusNormal | SpaceStatusError;\n```\n\nThe gradio client returns an object with a number of methods and properties:\n\n#### `predict`\n\nThe `predict` method allows you to call an api endpoint and get a prediction result:\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\");\n```\n\n`predict` accepts two parameters, `endpoint` and `payload`. It returns a promise that resolves to the prediction result.\n\n##### `endpoint`\n\nThis is the endpoint for an api request and is required. The default endpoint for a `gradio.Interface` is `\"/predict\"`. Explicitly named endpoints have a custom name. The endpoint names can be found on the \"View API\" page of a space.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\");\n```\n\n##### `payload`\n\nThe `payload` argument is generally required but this depends on the API itself. If the API endpoint depends on values being passed in then the argument is required for the API request to succeed. The data that should be passed in is detailed on the \"View API\" page of a space, or accessible via the `view_api()` method of the client.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\", {\n\tinput: 1,\n\tword_1: \"Hello\",\n\tword_2: \"friends\"\n});\n```\n\n#### `submit`\n\nThe `submit` method provides a more flexible way to call an API endpoint, providing you with status updates about the current progress of the prediction as well as supporting more complex endpoint types.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst submission = app.submit(\"/predict\", { name: \"Chewbacca\" });\n```\n\nThe `submit` method accepts the same [`endpoint`](#endpoint) and [`payload`](#payload) arguments as `predict`.\n\nThe `submit` method does not return a promise and should not be awaited, instead it returns an async iterator with a  `cancel` method.\n\n##### Accessing values\n\nIterating the submission allows you to access the events related to the submitted API request. There are two types of events that can be listened for: `\"data\"` updates and `\"status\"` updates. By default only the `\"data\"` event is reported, but you can listen for the `\"status\"` event by manually passing the events you care about when instantiating the client:\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\", {\n\tevents: [\"data\", \"status\"]\n});\n```\n\n`\"data\"` updates are issued when the API computes a value, the callback provided as the second argument will be called when such a value is sent to the client. The shape of the data depends on the way the API itself is constructed. This event may fire more than once if that endpoint supports emmitting new values over time.\n\n`\"status` updates are issued when the status of a request changes. This information allows you to offer feedback to users when the queue position of the request changes, or when the request changes from queued to processing.\n\nThe status payload look like this:\n\n```ts\ninterface Status {\n\tqueue: boolean;\n\tcode?: string;\n\tsuccess?: boolean;\n\tstage: \"pending\" | \"error\" | \"complete\" | \"generating\";\n\tsize?: number;\n\tposition?: number;\n\teta?: number;\n\tmessage?: string;\n\tprogress_data?: Array<{\n\t\tprogress: number | null;\n\t\tindex: number | null;\n\t\tlength: number | null;\n\t\tunit: string | null;\n\t\tdesc: string | null;\n\t}>;\n\ttime?: Date;\n}\n```\n\nUsage looks like this:\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst submission = app\n\t.submit(\"/predict\", { name: \"Chewbacca\" })\n\n\tfor await (const msg of submission) {\n\t\tif (msg.type === \"data\") {\n\t\t\tconsole.log(msg.data);\n\t\t}\n\n\t\tif (msg.type === \"status\") {\n\t\t\tconsole.log(msg);\n\t\t}\n\t}\n```\n\n\n##### `cancel`\n\nCertain types of gradio function can run repeatedly and in some cases indefinitely. the `cancel` method will stop such an endpoints and prevent the API from issuing additional updates.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst submission = app\n\t.submit(\"/predict\", { name: \"Chewbacca\" })\n\n\n// later\n\nsubmission.cancel();\n```\n\n#### `view_api`\n\nThe `view_api` method provides details about the API you are connected to. It returns a JavaScript object of all named endpoints, unnamed endpoints and what values they accept and return. This method does not accept arguments.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst api_info = await app.view_api();\n\nconsole.log(api_info);\n```\n\n#### `config`\n\nThe `config` property contains the configuration for the gradio application you are connected to. This object may contain useful meta information about the application.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconsole.log(app.config);\n```\n\n### `duplicate`\n\nThe duplicate function will attempt to duplicate the space that is referenced and return an instance of `client` connected to that space. If the space has already been duplicated then it will not create a new duplicate and will instead connect to the existing duplicated space. The huggingface token that is passed in will dictate the user under which the space is created.\n\n`duplicate` accepts the same arguments as `client` with the addition of a `private` options property dictating whether the duplicated space should be private or public. A huggingface token is required for duplication to work.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.duplicate(\"user/space-name\", {\n\ttoken: \"hf_...\"\n});\n```\n\nThis function accepts two arguments: `source` and `options`:\n\n#### `source`\n\nThe space to duplicate and connect to. [See `client`'s `source` parameter](#source).\n\n#### `options`\n\nAccepts all options that `client` accepts, except `token` is required. [See `client`'s `options` parameter](#source).\n\n`duplicate` also accepts one additional `options` property.\n\n##### `private`\n\nThis is an optional property specific to `duplicate`'s options object and will determine whether the space should be public or private. Spaces duplicated via the `duplicate` method are public by default.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.duplicate(\"user/space-name\", {\n\ttoken: \"hf_...\",\n\tprivate: true\n});\n```\n\n##### `timeout`\n\nThis is an optional property specific to `duplicate`'s options object and will set the timeout in minutes before the duplicated space will go to sleep.\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.duplicate(\"user/space-name\", {\n\ttoken: \"hf_...\",\n\tprivate: true,\n\ttimeout: 5\n});\n```\n\n##### `hardware`\n\nThis is an optional property specific to `duplicate`'s options object and will set the hardware for the duplicated space. By default the hardware used will match that of the original space. If this cannot be obtained it will default to `\"cpu-basic\"`. For hardware upgrades (beyond the basic CPU tier), you may be required to provide [billing information on Hugging Face](https://huggingface.co/settings/billing).\n\nPossible hardware options are:\n\n- `\"cpu-basic\"`\n- `\"cpu-upgrade\"`\n- `\"cpu-xl\"`\n- `\"t4-small\"`\n- `\"t4-medium\"`\n- `\"a10g-small\"`\n- `\"a10g-large\"`\n- `\"a10g-largex2\"`\n- `\"a10g-largex4\"`\n- `\"a100-large\"`\n- `\"zero-a10g\"`\n- `\"h100\"`\n- `\"h100x8\"`\n\n```ts\nimport { Client } from \"@gradio/client\";\n\nconst app = await Client.duplicate(\"user/space-name\", {\n\ttoken: \"hf_...\",\n\tprivate: true,\n\thardware: \"a10g-small\"\n});\n```\n\n### `handle_file(file_or_url: File | string | Blob | Buffer)`\n\nThis utility function is used to simplify the process of handling file inputs for the client.\n\nGradio APIs expect a special file datastructure that references a location on the server. These files can be manually uploaded but figuring what to do with different file types can be difficult depending on your environment.\n\nThis function will handle files regardless of whether or not they are local files (node only), URLs, Blobs, or Buffers. It will take in a reference and handle it accordingly,uploading the file where appropriate and generating the correct data structure for the client.\n\nThe return value of this function can be used anywhere in the input data where a file is expected:\n\n```ts\nimport { handle_file } from \"@gradio/client\";\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\", {\n\tsingle: handle_file(file),\n\tflat: [handle_file(url), handle_file(buffer)],\n\tnested: {\n\t\timage: handle_file(url),\n\t\tlayers: [handle_file(buffer)]\n\t},\n\tdeeply_nested: {\n\t\timage: handle_file(url),\n\t\tlayers: [{\n\t\t\tlayer1: handle_file(buffer),\n\t\t\tlayer2: handle_file(buffer)\n\t\t}]\n\t}\n});\n```\n\n#### filepaths\n\n`handle_file` can be passed a local filepath which it will upload to the client server and return a reference that the client can understand. \n\nThis only works in a node environment.\n\nFilepaths are resolved relative to the current working directory, not the location of the file that calls `handle_file`.\n\n```ts\nimport { handle_file } from \"@gradio/client\";\n\n// not uploaded yet\nconst file_ref = handle_file(\"path/to/file\");\n\nconst app = await Client.connect(\"user/space-name\");\n\n// upload happens here\nconst result = await app.predict(\"/predict\", {\n\tfile: file_ref,\n});\n```\n\n#### URLs\n\n`handle_file` can be passed a URL which it will convert into a reference that the client can understand.\n\n```ts\nimport { handle_file } from \"@gradio/client\";\n\nconst url_ref = handle_file(\"https://example.com/file.png\");\n\nconst app = await Client.connect(\"user/space-name\");\nconst result = await app.predict(\"/predict\", {\n\turl: url_ref,\n});\n```\n\n#### Blobs\n\n`handle_file` can be passed a Blob which it will upload to the client server and return a reference that the client can understand.\n\nThe upload is not initiated until predict or submit are called.\n\n```ts\nimport { handle_file } from \"@gradio/client\";\n\n// not uploaded yet\nconst blob_ref = handle_file(new Blob([\"Hello, world!\"]));\n\nconst app = await Client.connect(\"user/space-name\");\n\n// upload happens here\nconst result = await app.predict(\"/predict\", {\n\tblob: blob_ref,\n});\n```\n\n#### Buffers\n\n`handle_file` can be passed a Buffer which it will upload to the client server and return a reference that the client can understand.\n\n```ts\nimport { handle_file } from \"@gradio/client\";\nimport { readFileSync } from \"fs\";\n\n// not uploaded yet\nconst buffer_ref = handle_file(readFileSync(\"file.png\"));\n\nconst app = await Client.connect(\"user/space-name\");\n\n// upload happens here\nconst result = await app.predict(\"/predict\", {\n\tbuffer: buffer_ref,\n});\n```","readmeFilename":"README.md"}