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‎src/main/java/com/langfuse/client/resources/metricsv2/AsyncMetricsV2Client.java‎

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@@ -29,217 +29,13 @@ public AsyncRawMetricsV2Client withRawResponse() {
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/**
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* Get metrics from the Langfuse project using a query object. V2 endpoint with optimized performance.
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* <h2>V2 Differences</h2>
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* <ul>
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* <li>Supports <code>observations</code>, <code>scores-numeric</code>, and <code>scores-categorical</code> views only (traces view not supported)</li>
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* <li>Direct access to tags and release fields on observations</li>
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* <li>Backwards-compatible: traceName, traceRelease, traceVersion dimensions are still available on observations view</li>
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* <li>High cardinality dimensions are not supported and will return a 400 error (see below)</li>
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* </ul>
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* <p>For more details, see the <a href="https://langfuse.com/docs/metrics/features/metrics-api">Metrics API documentation</a>.</p>
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* <h2>Available Views</h2>
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* <h3>observations</h3>
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* <p>Query observation-level data (spans, generations, events).</p>
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* <p><strong>Dimensions:</strong></p>
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* <ul>
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* <li><code>environment</code> - Deployment environment (e.g., production, staging)</li>
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* <li><code>type</code> - Type of observation (SPAN, GENERATION, EVENT)</li>
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* <li><code>name</code> - Name of the observation</li>
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* <li><code>level</code> - Logging level of the observation</li>
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* <li><code>version</code> - Version of the observation</li>
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* <li><code>tags</code> - User-defined tags</li>
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* <li><code>release</code> - Release version</li>
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* <li><code>traceName</code> - Name of the parent trace (backwards-compatible)</li>
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* <li><code>traceRelease</code> - Release version of the parent trace (backwards-compatible, maps to release)</li>
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* <li><code>traceVersion</code> - Version of the parent trace (backwards-compatible, maps to version)</li>
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* <li><code>providedModelName</code> - Name of the model used</li>
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* <li><code>promptName</code> - Name of the prompt used</li>
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* <li><code>promptVersion</code> - Version of the prompt used</li>
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* <li><code>startTimeMonth</code> - Month of start_time in YYYY-MM format</li>
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* </ul>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of observations</li>
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* <li><code>latency</code> - Observation latency (milliseconds)</li>
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* <li><code>streamingLatency</code> - Generation latency from completion start to end (milliseconds)</li>
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* <li><code>inputTokens</code> - Sum of input tokens consumed</li>
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* <li><code>outputTokens</code> - Sum of output tokens produced</li>
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* <li><code>totalTokens</code> - Sum of all tokens consumed</li>
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* <li><code>outputTokensPerSecond</code> - Output tokens per second</li>
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* <li><code>tokensPerSecond</code> - Total tokens per second</li>
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* <li><code>inputCost</code> - Input cost (USD)</li>
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* <li><code>outputCost</code> - Output cost (USD)</li>
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* <li><code>totalCost</code> - Total cost (USD)</li>
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* <li><code>timeToFirstToken</code> - Time to first token (milliseconds)</li>
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* <li><code>countScores</code> - Number of scores attached to the observation</li>
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* </ul>
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* <h3>scores-numeric</h3>
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* <p>Query numeric and boolean score data.</p>
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* <p><strong>Dimensions:</strong></p>
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* <ul>
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* <li><code>environment</code> - Deployment environment</li>
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* <li><code>name</code> - Name of the score (e.g., accuracy, toxicity)</li>
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* <li><code>source</code> - Origin of the score (API, ANNOTATION, EVAL)</li>
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* <li><code>dataType</code> - Data type (NUMERIC, BOOLEAN)</li>
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* <li><code>configId</code> - Identifier of the score config</li>
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* <li><code>timestampMonth</code> - Month in YYYY-MM format</li>
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* <li><code>timestampDay</code> - Day in YYYY-MM-DD format</li>
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* <li><code>value</code> - Numeric value of the score</li>
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* <li><code>traceName</code> - Name of the parent trace</li>
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* <li><code>tags</code> - Tags</li>
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* <li><code>traceRelease</code> - Release version</li>
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* <li><code>traceVersion</code> - Version</li>
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* <li><code>observationName</code> - Name of the associated observation</li>
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* <li><code>observationModelName</code> - Model name of the associated observation</li>
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* <li><code>observationPromptName</code> - Prompt name of the associated observation</li>
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* <li><code>observationPromptVersion</code> - Prompt version of the associated observation</li>
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* </ul>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of scores</li>
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* <li><code>value</code> - Score value (for aggregations)</li>
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* </ul>
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* <h3>scores-categorical</h3>
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* <p>Query categorical score data. Same dimensions as scores-numeric except uses <code>stringValue</code> instead of <code>value</code>.</p>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of scores</li>
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* </ul>
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* <h2>High Cardinality Dimensions</h2>
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* <p>The following dimensions cannot be used as grouping dimensions in v2 metrics API as they can cause performance issues.
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* Use them in filters instead.</p>
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* <p><strong>observations view:</strong></p>
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* <ul>
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* <li><code>id</code> - Use traceId filter to narrow down results</li>
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* <li><code>traceId</code> - Use traceId filter instead</li>
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* <li><code>userId</code> - Use userId filter instead</li>
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* <li><code>sessionId</code> - Use sessionId filter instead</li>
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* <li><code>parentObservationId</code> - Use parentObservationId filter instead</li>
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* </ul>
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* <p><strong>scores-numeric / scores-categorical views:</strong></p>
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* <ul>
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* <li><code>id</code> - Use specific filters to narrow down results</li>
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* <li><code>traceId</code> - Use traceId filter instead</li>
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* <li><code>userId</code> - Use userId filter instead</li>
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* <li><code>sessionId</code> - Use sessionId filter instead</li>
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* <li><code>observationId</code> - Use observationId filter instead</li>
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* </ul>
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* <h2>Aggregations</h2>
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* <p>Available aggregation functions: <code>sum</code>, <code>avg</code>, <code>count</code>, <code>max</code>, <code>min</code>, <code>p50</code>, <code>p75</code>, <code>p90</code>, <code>p95</code>, <code>p99</code>, <code>histogram</code></p>
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* <h2>Time Granularities</h2>
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* <p>Available granularities for timeDimension: <code>auto</code>, <code>minute</code>, <code>hour</code>, <code>day</code>, <code>week</code>, <code>month</code></p>
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* <ul>
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* <li><code>auto</code> bins the data into approximately 50 buckets based on the time range</li>
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* </ul>
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*/
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public CompletableFuture<MetricsV2Response> metrics(GetMetricsV2Request request) {
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return this.rawClient.metrics(request).thenApply(response -> response.body());
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}
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/**
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* Get metrics from the Langfuse project using a query object. V2 endpoint with optimized performance.
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* <h2>V2 Differences</h2>
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* <ul>
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* <li>Supports <code>observations</code>, <code>scores-numeric</code>, and <code>scores-categorical</code> views only (traces view not supported)</li>
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* <li>Direct access to tags and release fields on observations</li>
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* <li>Backwards-compatible: traceName, traceRelease, traceVersion dimensions are still available on observations view</li>
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* <li>High cardinality dimensions are not supported and will return a 400 error (see below)</li>
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* </ul>
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* <p>For more details, see the <a href="https://langfuse.com/docs/metrics/features/metrics-api">Metrics API documentation</a>.</p>
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* <h2>Available Views</h2>
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* <h3>observations</h3>
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* <p>Query observation-level data (spans, generations, events).</p>
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* <p><strong>Dimensions:</strong></p>
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* <ul>
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* <li><code>environment</code> - Deployment environment (e.g., production, staging)</li>
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* <li><code>type</code> - Type of observation (SPAN, GENERATION, EVENT)</li>
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* <li><code>name</code> - Name of the observation</li>
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* <li><code>level</code> - Logging level of the observation</li>
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* <li><code>version</code> - Version of the observation</li>
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* <li><code>tags</code> - User-defined tags</li>
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* <li><code>release</code> - Release version</li>
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* <li><code>traceName</code> - Name of the parent trace (backwards-compatible)</li>
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* <li><code>traceRelease</code> - Release version of the parent trace (backwards-compatible, maps to release)</li>
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* <li><code>traceVersion</code> - Version of the parent trace (backwards-compatible, maps to version)</li>
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* <li><code>providedModelName</code> - Name of the model used</li>
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* <li><code>promptName</code> - Name of the prompt used</li>
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* <li><code>promptVersion</code> - Version of the prompt used</li>
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* <li><code>startTimeMonth</code> - Month of start_time in YYYY-MM format</li>
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* </ul>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of observations</li>
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* <li><code>latency</code> - Observation latency (milliseconds)</li>
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* <li><code>streamingLatency</code> - Generation latency from completion start to end (milliseconds)</li>
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* <li><code>inputTokens</code> - Sum of input tokens consumed</li>
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* <li><code>outputTokens</code> - Sum of output tokens produced</li>
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* <li><code>totalTokens</code> - Sum of all tokens consumed</li>
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* <li><code>outputTokensPerSecond</code> - Output tokens per second</li>
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* <li><code>tokensPerSecond</code> - Total tokens per second</li>
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* <li><code>inputCost</code> - Input cost (USD)</li>
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* <li><code>outputCost</code> - Output cost (USD)</li>
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* <li><code>totalCost</code> - Total cost (USD)</li>
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* <li><code>timeToFirstToken</code> - Time to first token (milliseconds)</li>
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* <li><code>countScores</code> - Number of scores attached to the observation</li>
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* </ul>
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* <h3>scores-numeric</h3>
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* <p>Query numeric and boolean score data.</p>
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* <p><strong>Dimensions:</strong></p>
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* <ul>
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* <li><code>environment</code> - Deployment environment</li>
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* <li><code>name</code> - Name of the score (e.g., accuracy, toxicity)</li>
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* <li><code>source</code> - Origin of the score (API, ANNOTATION, EVAL)</li>
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* <li><code>dataType</code> - Data type (NUMERIC, BOOLEAN)</li>
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* <li><code>configId</code> - Identifier of the score config</li>
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* <li><code>timestampMonth</code> - Month in YYYY-MM format</li>
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* <li><code>timestampDay</code> - Day in YYYY-MM-DD format</li>
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* <li><code>value</code> - Numeric value of the score</li>
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* <li><code>traceName</code> - Name of the parent trace</li>
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* <li><code>tags</code> - Tags</li>
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* <li><code>traceRelease</code> - Release version</li>
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* <li><code>traceVersion</code> - Version</li>
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* <li><code>observationName</code> - Name of the associated observation</li>
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* <li><code>observationModelName</code> - Model name of the associated observation</li>
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* <li><code>observationPromptName</code> - Prompt name of the associated observation</li>
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* <li><code>observationPromptVersion</code> - Prompt version of the associated observation</li>
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* </ul>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of scores</li>
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* <li><code>value</code> - Score value (for aggregations)</li>
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* </ul>
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* <h3>scores-categorical</h3>
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* <p>Query categorical score data. Same dimensions as scores-numeric except uses <code>stringValue</code> instead of <code>value</code>.</p>
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* <p><strong>Measures:</strong></p>
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* <ul>
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* <li><code>count</code> - Total number of scores</li>
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* </ul>
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* <h2>High Cardinality Dimensions</h2>
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* <p>The following dimensions cannot be used as grouping dimensions in v2 metrics API as they can cause performance issues.
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* Use them in filters instead.</p>
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* <p><strong>observations view:</strong></p>
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* <ul>
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* <li><code>id</code> - Use traceId filter to narrow down results</li>
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* <li><code>traceId</code> - Use traceId filter instead</li>
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* <li><code>userId</code> - Use userId filter instead</li>
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* <li><code>sessionId</code> - Use sessionId filter instead</li>
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* <li><code>parentObservationId</code> - Use parentObservationId filter instead</li>
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* </ul>
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* <p><strong>scores-numeric / scores-categorical views:</strong></p>
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* <ul>
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* <li><code>id</code> - Use specific filters to narrow down results</li>
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* <li><code>traceId</code> - Use traceId filter instead</li>
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* <li><code>userId</code> - Use userId filter instead</li>
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* <li><code>sessionId</code> - Use sessionId filter instead</li>
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* <li><code>observationId</code> - Use observationId filter instead</li>
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* </ul>
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* <h2>Aggregations</h2>
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* <p>Available aggregation functions: <code>sum</code>, <code>avg</code>, <code>count</code>, <code>max</code>, <code>min</code>, <code>p50</code>, <code>p75</code>, <code>p90</code>, <code>p95</code>, <code>p99</code>, <code>histogram</code></p>
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* <h2>Time Granularities</h2>
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* <p>Available granularities for timeDimension: <code>auto</code>, <code>minute</code>, <code>hour</code>, <code>day</code>, <code>week</code>, <code>month</code></p>
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* <ul>
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* <li><code>auto</code> bins the data into approximately 50 buckets based on the time range</li>
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* </ul>
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*/
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public CompletableFuture<MetricsV2Response> metrics(GetMetricsV2Request request,
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RequestOptions requestOptions) {

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