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Improve the aggregation logic for tokens and duration #63

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merged 3 commits into from
Oct 24, 2024
Merged

Improve the aggregation logic for tokens and duration #63

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ce28c2c
Improve the aggregation logic for tokens and duration
jinsongo Sep 24, 2024
e55123e
Use 10000 times the cost value
jinsongo Oct 24, 2024
7511c1d
Add aiSystem as part of modelKey
jinsongo Oct 24, 2024
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4 changes: 3 additions & 1 deletion llm/config/config.yaml
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@@ -1,7 +1,9 @@
llm.application: LLM_DC

instances:
- otel.backend.url: http://localhost:4317
- otel.agentless.mode: true
otel.backend.url: http://<backend/agent-otlp-acceptor>:4317
callback.interval: 10
otel.service.name: DC1
otel.service.port: 8000
#Only configure the settings of the AI provider you are using
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47 changes: 25 additions & 22 deletions llm/src/main/java/com/instana/dc/llm/AbstractLLMDc.java
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Expand Up @@ -4,14 +4,14 @@
*/
package com.instana.dc.llm;

import com.instana.dc.AbstractDc;
import com.instana.dc.llm.DataCollector.CustomDcConfig;
import com.instana.dc.resources.ContainerResource;
import io.opentelemetry.api.OpenTelemetry;
import io.opentelemetry.api.common.Attributes;
import io.opentelemetry.sdk.OpenTelemetrySdk;
import io.opentelemetry.sdk.metrics.SdkMeterProvider;
import io.opentelemetry.sdk.resources.Resource;
import static com.instana.dc.DcUtil.CALLBACK_INTERVAL;
import static com.instana.dc.DcUtil.INSTANA_PLUGIN;
import static com.instana.dc.DcUtil.OTEL_BACKEND_URL;
import static com.instana.dc.DcUtil.OTEL_BACKEND_USING_HTTP;
import static com.instana.dc.DcUtil.OTEL_SERVICE_NAME;
import static com.instana.dc.DcUtil.POLLING_INTERVAL;
import static com.instana.dc.DcUtil.mergeResourceAttributesFromEnv;
import static io.opentelemetry.api.common.AttributeKey.stringKey;

import java.net.InetAddress;
import java.net.UnknownHostException;
Expand All @@ -21,9 +21,16 @@
import java.util.concurrent.TimeUnit;
import java.util.logging.Logger;

import static com.instana.dc.DcUtil.*;
import static com.instana.dc.llm.LLMDcUtil.*;
import static io.opentelemetry.api.common.AttributeKey.stringKey;
import com.instana.dc.AbstractDc;
import com.instana.dc.llm.DataCollector.CustomDcConfig;
import com.instana.dc.resources.ContainerResource;

import io.opentelemetry.api.OpenTelemetry;
import io.opentelemetry.api.common.Attributes;
import io.opentelemetry.sdk.OpenTelemetrySdk;
import io.opentelemetry.sdk.metrics.SdkMeterProvider;
import io.opentelemetry.sdk.resources.Resource;
import io.opentelemetry.semconv.ResourceAttributes;
public abstract class AbstractLLMDc extends AbstractDc {
private static final Logger logger = Logger.getLogger(AbstractLLMDc.class.getName());

Expand All @@ -36,9 +43,8 @@ public abstract class AbstractLLMDc extends AbstractDc {
private String serviceInstanceId;
private CustomDcConfig cdcConfig;

// Used the fixed 10 seconds for poll interval
public static final int LLM_POLL_INTERVAL = 10;
public static final int LLM_CLBK_INTERVAL = 10;
public static final int DEFAULT_LLM_POLL_INTERVAL = 10;
public static final int DEFAULT_LLM_CLBK_INTERVAL = 10;

private final ScheduledExecutorService exec = Executors.newSingleThreadScheduledExecutor();

Expand All @@ -52,10 +58,8 @@ public String getHostName() {

public AbstractLLMDc(Map<String, Object> properties, CustomDcConfig cdcConfig) {
super(new LLMRawMetricRegistry().getMap());
// pollInterval = (Integer) properties.getOrDefault(POLLING_INTERVAL, DEFAULT_POLL_INTERVAL);
// callbackInterval = (Integer) properties.getOrDefault(CALLBACK_INTERVAL, DEFAULT_CALLBACK_INTERVAL);
pollInterval = LLM_POLL_INTERVAL;
callbackInterval = LLM_CLBK_INTERVAL;
callbackInterval = (Integer) properties.getOrDefault(CALLBACK_INTERVAL, DEFAULT_LLM_CLBK_INTERVAL);
pollInterval = (Integer) properties.getOrDefault(POLLING_INTERVAL, callbackInterval);
otelBackendUrl = (String) properties.get(OTEL_BACKEND_URL);
otelUsingHttp = (Boolean) properties.getOrDefault(OTEL_BACKEND_USING_HTTP, Boolean.FALSE);
serviceName = (String) properties.get(OTEL_SERVICE_NAME);
Expand All @@ -68,12 +72,11 @@ public Resource getResourceAttributes() {
Resource resource = Resource.getDefault()
.merge(Resource.create(Attributes.of(
stringKey("llm.platform"), "LLM",
stringKey(SERVICE_NAME), serviceName,
stringKey(SERVICE_INSTANCE_ID), serviceInstanceId
ResourceAttributes.SERVICE_NAME, serviceName,
ResourceAttributes.SERVICE_INSTANCE_ID, serviceInstanceId
)))
.merge(Resource.create(Attributes.of(
stringKey("INSTANA_PLUGIN"), // com.instana.agent.sensorsdk.semconv.ResourceAttributes.INSTANA_PLUGIN
"llmonitor" // com.instana.agent.sensorsdk.semconv.ResourceAttributes.LLM
stringKey(INSTANA_PLUGIN), "llmonitor"
)));

resource = resource.merge(ContainerResource.get());
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7 changes: 4 additions & 3 deletions llm/src/main/java/com/instana/dc/llm/DataCollector.java
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Expand Up @@ -4,6 +4,10 @@
*/
package com.instana.dc.llm;

import static com.instana.dc.DcUtil.CONFIG_ENV;
import static com.instana.dc.DcUtil.CONFIG_YAML;
import static com.instana.dc.DcUtil.LOGGING_PROP;

import java.io.File;
import java.util.ArrayList;
import java.util.List;
Expand All @@ -14,9 +18,6 @@
import com.fasterxml.jackson.annotation.JsonProperty;
import com.fasterxml.jackson.databind.ObjectMapper;
import com.fasterxml.jackson.dataformat.yaml.YAMLFactory;
import static com.instana.dc.DcUtil.CONFIG_ENV;
import static com.instana.dc.DcUtil.CONFIG_YAML;
import static com.instana.dc.DcUtil.LOGGING_PROP;
import com.instana.dc.IDc;

public class DataCollector {
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4 changes: 1 addition & 3 deletions llm/src/main/java/com/instana/dc/llm/LLMDcRegistry.java
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Expand Up @@ -4,12 +4,10 @@
*/
package com.instana.dc.llm;

import com.instana.dc.llm.AbstractLLMDc;
import com.instana.dc.llm.impl.llm.LLMDc;

import java.util.HashMap;
import java.util.Map;

import com.instana.dc.llm.impl.llm.LLMDc;
public class LLMDcRegistry {
/* Add all DataCollector implementations here:
**/
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3 changes: 1 addition & 2 deletions llm/src/main/java/com/instana/dc/llm/LLMDcUtil.java
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Expand Up @@ -13,8 +13,6 @@ public class LLMDcUtil {
*/
public static final String DEFAULT_INSTRUMENTATION_SCOPE = "instana.sensor-sdk.dc.llm";
public static final String DEFAULT_INSTRUMENTATION_SCOPE_VER = "1.0.0";
public static final String SERVICE_NAME = "service.name";
public static final String SERVICE_INSTANCE_ID = "service.instance.id";
public final static String WATSONX_PRICE_PROMPT_TOKES_PER_KILO = "watsonx.price.prompt.tokens.per.kilo";
public final static String WATSONX_PRICE_COMPLETE_TOKES_PER_KILO = "watsonx.price.complete.tokens.per.kilo";
public final static String OPENAI_PRICE_PROMPT_TOKES_PER_KILO = "openai.price.prompt.tokens.per.kilo";
Expand All @@ -24,6 +22,7 @@ public class LLMDcUtil {
public final static String BEDROCK_PRICE_PROMPT_TOKES_PER_KILO = "bedrock.price.prompt.tokens.per.kilo";
public final static String BEDROCK_PRICE_COMPLETE_TOKES_PER_KILO = "bedrock.price.complete.tokens.per.kilo";
public final static String SERVICE_LISTEN_PORT = "otel.service.port";
public final static String OTEL_AGENTLESS_MODE = "otel.agentless.mode";

/* Configurations for Metrics:
*/
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25 changes: 21 additions & 4 deletions llm/src/main/java/com/instana/dc/llm/LLMRawMetricRegistry.java
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Expand Up @@ -4,14 +4,31 @@
*/
package com.instana.dc.llm;

import com.instana.dc.RawMetric;
import static com.instana.dc.InstrumentType.GAUGE;
import static com.instana.dc.InstrumentType.UPDOWN_COUNTER;
import static com.instana.dc.llm.LLMDcUtil.LLM_COST_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_COST_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_COST_UNIT;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_MAX_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_MAX_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_MAX_UNIT;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_DURATION_UNIT;
import static com.instana.dc.llm.LLMDcUtil.LLM_REQ_COUNT_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_REQ_COUNT_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_REQ_COUNT_UNIT;
import static com.instana.dc.llm.LLMDcUtil.LLM_STATUS_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_STATUS_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_STATUS_UNIT;
import static com.instana.dc.llm.LLMDcUtil.LLM_TOKEN_DESC;
import static com.instana.dc.llm.LLMDcUtil.LLM_TOKEN_NAME;
import static com.instana.dc.llm.LLMDcUtil.LLM_TOKEN_UNIT;

import java.util.Map;
import java.util.concurrent.ConcurrentHashMap;

import static com.instana.dc.InstrumentType.GAUGE;
import static com.instana.dc.InstrumentType.UPDOWN_COUNTER;
import static com.instana.dc.llm.LLMDcUtil.*;
import com.instana.dc.RawMetric;

public class LLMRawMetricRegistry {
private final Map<String, RawMetric> map = new ConcurrentHashMap<String, RawMetric>() {{
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