axiom-metrics

name: axiom-metrics description: "Queries Axiom MetricsDB using MPL via curl. Discovers available metrics, tags, and tag values. Use when asked to query metrics, explore metric datasets, check metric values, or investigate OTel metrics data."

Querying Axiom Metrics (MPL)

Query OpenTelemetry metrics stored in Axiom's MetricsDB using MPL, a purpose-built query language.

Prerequisites

• $AXIOM_URL should be set (or default to https://us-east-1.aws.edge.axiom.co)
• $AXIOM_TOKEN must be set (API token or personal token with query permissions)
• The target dataset must be of kind otel-metrics-v1

Learning MPL Syntax

The query endpoint is self-describing. Before writing any query, fetch the full MPL specification:

curl -s -X OPTIONS "$AXIOM_URL/v1/query/_metrics"

This returns the complete MPL language specification with syntax, operators, and examples. Read it to understand query structure before composing queries.

Endpoints

All endpoints use $AXIOM_URL as the base URL. All authenticated endpoints require Authorization: Bearer $AXIOM_TOKEN.

Query (MPL)

Execute an MPL query against a metrics dataset.

curl -s -X POST "$AXIOM_URL/v1/query/_metrics?format=metrics-v1" \
  -H "Authorization: Bearer $AXIOM_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{
    "apl": "DATASET_NAME:METRIC_NAME | align to 5m using avg",
    "startTime": "2025-01-01T00:00:00Z",
    "endTime": "2025-01-02T00:00:00Z"
  }'

The request body is JSON with the following fields:

Info Endpoints (Discovery)

Use these to explore what metrics, tags, and values exist in a dataset before writing queries.

All info endpoints require start and end query parameters in RFC3339 format (e.g., ?start=2025-01-01T00:00:00Z&end=2025-01-02T00:00:00Z). Relative time expressions are not supported.

List metrics in a dataset

curl -s "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/metrics" \
  -H "Authorization: Bearer $AXIOM_TOKEN"

List tags in a dataset

curl -s "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/tags" \
  -H "Authorization: Bearer $AXIOM_TOKEN"

List values for a specific tag

curl -s "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/tags/TAG_NAME/values" \
  -H "Authorization: Bearer $AXIOM_TOKEN"

List tags for a specific metric

curl -s "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/metrics/METRIC_NAME/tags" \
  -H "Authorization: Bearer $AXIOM_TOKEN"

List tag values for a specific metric and tag

curl -s "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/metrics/METRIC_NAME/tags/TAG_NAME/values" \
  -H "Authorization: Bearer $AXIOM_TOKEN"

Find metrics matching a tag value

curl -s -X POST "$AXIOM_URL/v1/query/metrics/info/datasets/DATASET_NAME/metrics" \
  -H "Authorization: Bearer $AXIOM_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{"value": "SEARCH_VALUE"}'

Workflow

1. Learn the language: Call OPTIONS /v1/query/_metrics to read the MPL spec
2. Discover metrics: If possible use the 'find metrics' endpoint otherwise list available metrics in the target dataset via the info endpoints
3. Explore tags: List tags and tag values to understand filtering options
4. Write and execute query: Compose an MPL query and POST it to the query endpoint
5. Iterate: Refine filters, aggregations, and groupings based on results

If you are unsure what to query, start by searching for metrics that match a relevant tag value using POST /v1/query/metrics/info/datasets/DATASET_NAME/metrics with {"value": "SEARCH_VALUE"}. This finds metrics associated with a known value (e.g., a service name or host), giving you a starting point for building queries.

Error Handling

HTTP errors return JSON with message and error fields:

{"message": "description", "error": "detail"}

Common status codes:

• 400 — Invalid query syntax or bad dataset name
• 401 — Missing or invalid authentication
• 403 — No permission to query/ingest this dataset
• 404 — Dataset not found
• 429 — Rate limited
• 500 — Internal server error

On a 500 error, always use -v or -i with curl to capture response headers, then report the traceparent or x-axiom-trace-id header value to the user. This trace ID is essential for debugging the failure with the backend team.