Datadog

Datadog is a monitoring and security platform for cloud applications. You can forward Simplismart metrics to Datadog using the OpenTelemetry Collector.

Prerequisites

A Datadog account with API access
Datadog API key
OpenTelemetry Collector installed
Simplismart API Key

OpenTelemetry Collector configuration

receivers:
  prometheus:
    config:
      scrape_configs:
        - job_name: "simpli-metrics"
          scrape_interval: 60s
          scheme: https
          metrics_path: /observability/metrics/federate/
          authorization:
            type: Bearer
            credentials: "${SIMPLISMART_API_KEY}"
          params:
            namespace: ["DEPLOYMENT_SLUG_HERE"]     # your deployment slug
            bundle: ["core"]
            source: ["deployment"]
          static_configs:
            - targets: ["api.app.simplismart.ai"]

processors:
  batch:

exporters:
  datadog:
    api:
      key: "${DATADOG_API_KEY}"

service:
  pipelines:
    metrics:
      receivers: [prometheus]
      processors: [batch]
      exporters: [datadog]

Configuration parameters

namespace

The namespace parameter accepts a comma-separated list of deployment slugs. You can specify up to 10 deployment slugs. To increase this limit, reach out to support at support@simplismart.tech. Example: ["slug-1", "slug-2", "slug-3"]

scrape_interval

The recommended scrape interval is 60 seconds. It is advised not to reduce the interval below 30 seconds, as shorter intervals may not provide meaningful additional visibility and can lead to unnecessary overhead.

Test locally

To test this configuration locally, first save the above YAML as otelcol.yaml, then set your API keys as environment variables:

export SIMPLISMART_API_KEY="your-simplismart-api-key"
export DATADOG_API_KEY="your-datadog-api-key"

Next, execute the following command to start the collector:

docker run --rm \
  -e SIMPLISMART_API_KEY \
  -e DATADOG_API_KEY \
  -v "$PWD/otelcol.yaml:/etc/otelcol/config.yaml:ro" \
  otel/opentelemetry-collector-contrib:latest \
  --config=/etc/otelcol/config.yaml

This will start the OpenTelemetry Collector in a Docker container using your local configuration file.

Get Started

Types of Inference

Playground

Model Compilation

Deployment

Benchmarking

Training

Settings

Observability

References

Prerequisites

OpenTelemetry Collector configuration

Configuration parameters

namespace

scrape_interval

Test locally

​Prerequisites

​OpenTelemetry Collector configuration

​Configuration parameters

​namespace

​scrape_interval

​Test locally

Prerequisites

OpenTelemetry Collector configuration

Configuration parameters

namespace

scrape_interval

Test locally