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add IT for flow agent with CatIndexTool #2425

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May 15, 2024
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Original file line number Diff line number Diff line change
@@ -0,0 +1,74 @@
/*
* Copyright OpenSearch Contributors
* SPDX-License-Identifier: Apache-2.0
*/

package org.opensearch.ml.rest;

import java.io.IOException;
import java.util.List;
import java.util.Map;

import org.opensearch.client.Response;
import org.opensearch.ml.utils.TestHelper;

public class RestMLFlowAgentIT extends MLCommonsRestTestCase {

public void testAgentCatIndexTool() throws IOException {
// Register agent with CatIndexTool.
Response response = registerAgentWithCatIndexTool();
Map responseMap = parseResponseToMap(response);
String agentId = (String) responseMap.get("agent_id");
assertNotNull(agentId);
assertEquals(20, agentId.length());

// Execute agent.
response = executeAgentCatIndexTool(agentId);
responseMap = parseResponseToMap(response);
List responseList = (List) responseMap.get("inference_results");
responseMap = (Map) responseList.get(0);
responseList = (List) responseMap.get("output");
responseMap = (Map) responseList.get(0);
assertEquals("response", responseMap.get("name"));
String result = (String) responseMap.get("result");
assertNotNull(result);
assertTrue(result.contains(".plugins-ml-agent"));
}

public static Response registerAgentWithCatIndexTool() throws IOException {
String registerAgentEntity = "{\n"
+ " \"name\": \"Test_Agent_For_CatIndex_tool\",\n"
+ " \"type\": \"flow\",\n"
+ " \"description\": \"this is a test agent for the CatIndexTool\",\n"
+ " \"tools\": [\n"
+ " {\n"
+ " \"type\": \"CatIndexTool\",\n"
+ " \"name\": \"DemoCatIndexTool\",\n"
+ " \"parameters\": {\n"
+ " \"input\": \"${parameters.question}\"\n"
+ " }\n"
+ " }\n"
+ " ]\n"
+ "}";
return TestHelper
.makeRequest(client(), "POST", "/_plugins/_ml/agents/_register", null, TestHelper.toHttpEntity(registerAgentEntity), null);
}

public static Response executeAgentCatIndexTool(String agentId) throws IOException {
String question = "How many indices do I have?";
return executeAgent(agentId, question);
}

public static Response executeAgent(String agentId, String question) throws IOException {
String executeAgentEntity = "{\n" + " \"parameters\": {\n" + " \"question\": \"" + question + " \"\n" + " }\n" + "}";
return TestHelper
.makeRequest(
client(),
"POST",
String.format("/_plugins/_ml/agents/%s/_execute", agentId),
null,
TestHelper.toHttpEntity(executeAgentEntity),
null
);
}
}
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