Package Exports

tfjs-azure-io-handler
tfjs-azure-io-handler/dist/index.cjs
tfjs-azure-io-handler/dist/index.mjs

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Readme

Tfjs azure IO handler

tfjs-azure-io-handler provides a handler to save and load models from TensorFlow.js to an Azure storage account

Usage

Using an Azure container SAS token:

import createAzureIoHandler from "tfjs-azure-io-handler";

const handler = createAzureIoHandler(
  "location/within/azure/container",
  {
    containerName: "<container name>",
    storageAccount: "<storage account name>",
    storageSasToken: "<storage account sas token>",
  },
);

const model = await tf.loadLayersModel(handler);

await model.save(handler);

Using an Azure storage access key:

import { StorageSharedKeyCredential } from "@azure/storage-blob";
import createAzureIoHandler from "tfjs-azure-io-handler";

const handler = createAzureIoHandler(
  "location/within/azure/container",
  {
    containerName: "<container name>",
    storageAccount: "<storage account name>",
    credential: new StorageSharedKeyCredential(
      "<storage account name>",
      "<storage account key>"
    ),
  },
);

const model = await tf.loadLayersModel(handler);

await model.save(handler);

Using an anonymous connection:

import { AnonymousCredential } from "@azure/storage-blob";
import createAzureIoHandler from "tfjs-azure-io-handler";

const handler = createAzureIoHandler(
  "location/within/azure/container",
  {
    containerName: "<container name>",
    storageAccount: "<storage account name>",
    credential: new AnonymousCredential(),
  },
);

const model = await tf.loadLayersModel(handler);

// 🚫 Saving is not permitted by Azure when using `AnonymousCredential`