From 988ceae514d90707e89a28f7666da323520aafee Mon Sep 17 00:00:00 2001
From: Eric Zhou <ericck.zhou@mail.utoronto.ca>
Date: Thu, 21 Dec 2023 09:55:44 -0500
Subject: [PATCH] ran eslint on azure_ml files

---
 langchain/src/chat_models/azure_ml.ts | 19 ++++++++++---------
 langchain/src/llms/azure_ml.ts        | 20 +++++++++++++++++---
 2 files changed, 27 insertions(+), 12 deletions(-)

diff --git a/langchain/src/chat_models/azure_ml.ts b/langchain/src/chat_models/azure_ml.ts
index 1e16297916b7..150ec6c33706 100644
--- a/langchain/src/chat_models/azure_ml.ts
+++ b/langchain/src/chat_models/azure_ml.ts
@@ -41,9 +41,7 @@ export class LlamaContentFormatter implements ChatContentFormatter {
     messages: BaseMessage[],
     modelArgs: Record<string, unknown>
   ): string {
-    let msgs = messages.map((message) => {
-      this._convertMessageToRecord(message);
-    });
+    const msgs = messages.map((message) => this._convertMessageToRecord(message));
     return JSON.stringify({
       input_data: {
         input_string: msgs,
@@ -78,13 +76,19 @@ export class AzureMLChatOnlineEndpoint
   static lc_name() {
     return "AzureMLChatOnlineEndpoint";
   }
+
   static lc_description() {
     return "A class for interacting with AzureML Chat models.";
   }
+
   endpointUrl: string;
+
   endpointApiKey: string;
+
   modelArgs?: Record<string, unknown>;
+
   contentFormatter: ChatContentFormatter;
+
   httpClient: AzureMLHttpClient;
 
   constructor(fields: AzureMLChatParams) {
@@ -100,9 +104,9 @@ export class AzureMLChatOnlineEndpoint
     }
 
     this.endpointUrl =
-      fields.endpointUrl || getEnvironmentVariable("AZUREML_URL") + "";
+      fields.endpointUrl || `${getEnvironmentVariable("AZUREML_URL")  }`;
     this.endpointApiKey =
-      fields.endpointApiKey || getEnvironmentVariable("AZUREML_API_KEY") + "";
+      fields.endpointApiKey || `${getEnvironmentVariable("AZUREML_API_KEY")  }`;
     this.httpClient = new AzureMLHttpClient(
       this.endpointUrl,
       this.endpointApiKey
@@ -110,6 +114,7 @@ export class AzureMLChatOnlineEndpoint
     this.contentFormatter = fields.contentFormatter;
     this.modelArgs = fields?.modelArgs;
   }
+
   get _identifying_params() {
     const modelKwargs = this.modelArgs || {};
     return {
@@ -122,10 +127,6 @@ export class AzureMLChatOnlineEndpoint
     return "azureml_chat";
   }
 
-  _combineLLMOutput(): Record<string, any> | undefined {
-    return [];
-  }
-
   async _call(
     messages: BaseMessage[],
     modelArgs: Record<string, unknown>
diff --git a/langchain/src/llms/azure_ml.ts b/langchain/src/llms/azure_ml.ts
index bcfe1cf40410..49f21a3633af 100644
--- a/langchain/src/llms/azure_ml.ts
+++ b/langchain/src/llms/azure_ml.ts
@@ -3,7 +3,9 @@ import { getEnvironmentVariable } from "../util/env.js";
 
 export class AzureMLHttpClient {
   endpointUrl: string;
+
   endpointApiKey: string;
+
   deploymentName?: string;
 
   constructor(
@@ -78,6 +80,7 @@ export class GPT2ContentFormatter implements ContentFormatter {
       parameters: modelArgs,
     });
   }
+
   formatResponsePayload(output: string): string {
     return JSON.parse(output)[0]["0"];
   }
@@ -93,8 +96,9 @@ export class HFContentFormatter implements ContentFormatter {
       parameters: modelArgs,
     });
   }
+
   formatResponsePayload(output: string): string {
-    return JSON.parse(output)[0]["generated_text"];
+    return JSON.parse(output)[0].generated_text;
   }
 }
 
@@ -110,6 +114,7 @@ export class DollyContentFormatter implements ContentFormatter {
       parameters: modelArgs,
     });
   }
+
   formatResponsePayload(output: string): string {
     return JSON.parse(output)[0];
   }
@@ -127,6 +132,7 @@ export class LlamaContentFormatter implements ContentFormatter {
       parameters: modelArgs,
     });
   }
+
   formatResponsePayload(output: string): string {
     return JSON.parse(output)[0]["0"];
   }
@@ -149,12 +155,15 @@ export class AzureMLOnlineEndpoint extends LLM implements AzureMLParams {
   _llmType() {
     return "azure_ml";
   }
+
   static lc_name() {
     return "AzureMLOnlineEndpoint";
   }
+
   static lc_description() {
     return "A class for interacting with AzureML models.";
   }
+
   static lc_fields() {
     return {
       endpointUrl: {
@@ -175,10 +184,15 @@ export class AzureMLOnlineEndpoint extends LLM implements AzureMLParams {
   }
 
   endpointUrl: string;
+
   endpointApiKey: string;
+
   deploymentName?: string;
+
   contentFormatter: ContentFormatter;
+
   modelArgs?: Record<string, unknown>;
+
   httpClient: AzureMLHttpClient;
 
   constructor(fields: AzureMLParams) {
@@ -194,9 +208,9 @@ export class AzureMLOnlineEndpoint extends LLM implements AzureMLParams {
     }
 
     this.endpointUrl =
-      fields.endpointUrl || getEnvironmentVariable("AZUREML_URL") + "";
+      fields.endpointUrl || `${getEnvironmentVariable("AZUREML_URL")  }`;
     this.endpointApiKey =
-      fields.endpointApiKey || getEnvironmentVariable("AZUREML_API_KEY") + "";
+      fields.endpointApiKey || `${getEnvironmentVariable("AZUREML_API_KEY")  }`;
     this.deploymentName = fields.deploymentName;
     this.httpClient = new AzureMLHttpClient(
       this.endpointUrl,