Implementation:Evidentlyai Evidently Grafana Dashboard Config

Knowledge Sources	Evidently Grafana Documentation
Domains	ML_Monitoring, Visualization
Last Updated	2026-02-14 12:00 GMT

Overview

External tool documentation for Grafana dashboard JSON configurations used with Evidently metric storage in PostgreSQL.

Description

Evidently provides example Grafana dashboard JSON configurations that visualize metrics stored in PostgreSQL. The dashboards are provisioned via Grafana's JSON model and include panels for drift scores, missing values, model quality metrics, and LLM evaluation scores.

The dashboard configurations are designed for use with Docker Compose setups that provision PostgreSQL and Grafana together.

Usage

Deploy via Docker Compose with the provided configuration files. Import the dashboard JSON into Grafana or use the provisioning mechanism.

Code Reference

Source Location

• Repository: evidently
• File: examples/data_drift_grafana_dashboard/dashboards/data_drift.json
• File: examples/llm_eval_grafana_dashboard/dashboards/chatbot_evals.json
• File: examples/data_drift_grafana_dashboard/docker-compose.yml

Configuration

# docker-compose.yml structure
services:
  db:
    image: postgres
    environment:
      POSTGRES_PASSWORD: example
  grafana:
    image: grafana/grafana
    ports:
      - "3000:3000"
    volumes:
      - ./dashboards:/var/lib/grafana/dashboards
      - ./config/grafana_datasources.yaml:/etc/grafana/provisioning/datasources/datasource.yaml
      - ./config/grafana_dashboards.yaml:/etc/grafana/provisioning/dashboards/dashboard.yaml

Import

# No Python import - external tool
cd examples/data_drift_grafana_dashboard
docker compose up -d
# Grafana at http://localhost:3000

I/O Contract

Inputs

Name	Type	Required	Description
PostgreSQL metrics	SQL tables	Yes	Metric values stored via psycopg INSERT
Dashboard JSON	JSON file	Yes	Grafana dashboard configuration
Docker Compose	YAML	Yes	Infrastructure orchestration

Outputs

Name	Type	Description
Grafana dashboard	Web UI	Interactive monitoring panels at http://localhost:3000

Usage Examples

Deploy Drift Monitoring Dashboard

cd examples/data_drift_grafana_dashboard
docker compose up -d
python evidently_metrics_calculation.py
# Open http://localhost:3000 for Grafana dashboard

Deploy LLM Evaluation Dashboard

cd examples/llm_eval_grafana_dashboard
docker compose up -d
python evidently_metrics_calculation.py
# Open http://localhost:3000 for Grafana dashboard

Related Pages

Implements Principle

• Principle:Evidentlyai_Evidently_Grafana_Visualization

Requires Environment

• Environment:Evidentlyai_Evidently_Grafana_Monitoring_Environment