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MachineLearning.ts
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/*
* Copyright (c) Microsoft Corporation. All rights reserved.
* Licensed under the MIT License.
*/
import { INetworkModule, Logger } from "@azure/msal-common/node";
import { BaseManagedIdentitySource } from "./BaseManagedIdentitySource.js";
import {
HttpMethod,
ManagedIdentityEnvironmentVariableNames,
ManagedIdentitySourceNames,
ManagedIdentityIdType,
ManagedIdentityQueryParameters,
ManagedIdentityHeaders,
} from "../../utils/Constants.js";
import { CryptoProvider } from "../../crypto/CryptoProvider.js";
import { ManagedIdentityRequestParameters } from "../../config/ManagedIdentityRequestParameters.js";
import { ManagedIdentityId } from "../../config/ManagedIdentityId.js";
import { NodeStorage } from "../../cache/NodeStorage.js";
const MACHINE_LEARNING_MSI_API_VERSION: string = "2017-09-01";
export class MachineLearning extends BaseManagedIdentitySource {
private msiEndpoint: string;
private secret: string;
constructor(
logger: Logger,
nodeStorage: NodeStorage,
networkClient: INetworkModule,
cryptoProvider: CryptoProvider,
disableInternalRetries: boolean,
msiEndpoint: string,
secret: string
) {
super(
logger,
nodeStorage,
networkClient,
cryptoProvider,
disableInternalRetries
);
this.msiEndpoint = msiEndpoint;
this.secret = secret;
}
public static getEnvironmentVariables(): Array<string | undefined> {
const msiEndpoint: string | undefined =
process.env[ManagedIdentityEnvironmentVariableNames.MSI_ENDPOINT];
const secret: string | undefined =
process.env[ManagedIdentityEnvironmentVariableNames.MSI_SECRET];
return [msiEndpoint, secret];
}
public static tryCreate(
logger: Logger,
nodeStorage: NodeStorage,
networkClient: INetworkModule,
cryptoProvider: CryptoProvider,
disableInternalRetries: boolean
): MachineLearning | null {
const [msiEndpoint, secret] = MachineLearning.getEnvironmentVariables();
// if either of the MSI endpoint or MSI secret variables are undefined, this MSI provider is unavailable.
if (!msiEndpoint || !secret) {
logger.info(
`[Managed Identity] ${ManagedIdentitySourceNames.MACHINE_LEARNING} managed identity is unavailable because one or both of the '${ManagedIdentityEnvironmentVariableNames.MSI_ENDPOINT}' and '${ManagedIdentityEnvironmentVariableNames.MSI_SECRET}' environment variables are not defined.`
);
return null;
}
const validatedMsiEndpoint: string =
MachineLearning.getValidatedEnvVariableUrlString(
ManagedIdentityEnvironmentVariableNames.MSI_ENDPOINT,
msiEndpoint,
ManagedIdentitySourceNames.MACHINE_LEARNING,
logger
);
logger.info(
`[Managed Identity] Environment variables validation passed for ${ManagedIdentitySourceNames.MACHINE_LEARNING} managed identity. Endpoint URI: ${validatedMsiEndpoint}. Creating ${ManagedIdentitySourceNames.MACHINE_LEARNING} managed identity.`
);
return new MachineLearning(
logger,
nodeStorage,
networkClient,
cryptoProvider,
disableInternalRetries,
msiEndpoint,
secret
);
}
public createRequest(
resource: string,
managedIdentityId: ManagedIdentityId
): ManagedIdentityRequestParameters {
const request: ManagedIdentityRequestParameters =
new ManagedIdentityRequestParameters(
HttpMethod.GET,
this.msiEndpoint
);
request.headers[ManagedIdentityHeaders.METADATA_HEADER_NAME] = "true";
request.headers[ManagedIdentityHeaders.ML_AND_SF_SECRET_HEADER_NAME] =
this.secret;
request.queryParameters[ManagedIdentityQueryParameters.API_VERSION] =
MACHINE_LEARNING_MSI_API_VERSION;
request.queryParameters[ManagedIdentityQueryParameters.RESOURCE] =
resource;
if (
managedIdentityId.idType !== ManagedIdentityIdType.SYSTEM_ASSIGNED
) {
request.queryParameters[
this.getManagedIdentityUserAssignedIdQueryParameterKey(
managedIdentityId.idType,
false, // isIMDS
true // uses2017API
)
] = managedIdentityId.id;
}
// bodyParameters calculated in BaseManagedIdentity.acquireTokenWithManagedIdentity
return request;
}
}