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Introduction

  • Getting Started
  • Setting Up Monte Carlo
  • Security and Compliance
  • Change Log

Monte Carlo University

  • Overview
  • Quick Start Guide
  • Monte Carlo 101
    • Navigating the Monte Carlo UI
    • Exploring Monte Carlo Incidents
    • Using Monte Carlo's Incident IQ
    • Creating a Notification in Monte Carlo
    • Setting Up JSON Schema Monitors
  • Advanced Concepts
    • Understanding Field Health Monitors
    • Setting Up Field Health Monitors on Monte Carlo Tables
    • Understanding Dimension Tracking Monitors
    • Muting Schemas/Tables Using Regex
    • Locally Setting Up Monitors as Code
    • Setting Up Freshness SLO Monitors
    • Setting Up Volume SLO Monitors
    • Understanding SQL Rules

Data Collector

  • Overview
  • Hybrid Deployment
    • Deploying the Collector
    • Upgrading the Collector
    • Advanced Configuration
  • Network Connectivity
    • AWS Networking Tips
    • AWS Network Recommender
    • VPC Peering using CloudFormation
    • PrivateLink using CloudFormation

Data Warehouse Integrations

  • Overview: Data Warehouses
  • Redshift
  • Snowflake
  • BigQuery
  • Adding Additional Warehouses
  • Using self-hosted credentials
  • Project and Dataset Filtering

Databricks Integrations

  • Overview: Databricks
  • Troubleshooting & FAQ: Databricks
  • Appendix: Databricks
    • Migrating the Databricks Metadata Job to a Job Cluster
    • Databricks SQL Warehouse

Data Lake Integrations

  • Overview: Data Lakes
  • Metastores
    • Glue
    • Hive (Metastore)
  • Query Engines
    • Athena
    • Presto
    • Hive (SQL)
    • Spark
  • S3 Events - Metadata
  • S3 Events - Query Logs
  • Troubleshooting & FAQ: Data Lakes
  • Appendix: Data Lakes
    • Creating IAM Roles
    • Auto-generating IAM Policy Documents
    • Creating event notifications
    • Adding Additional Connections

BI Integrations

  • Overview: BI
  • Looker
  • Tableau
  • Power BI
  • Periscope (Sisense)
  • Mode
  • Adding or Modifying BI Connections

Other Integrations

  • dbt Integration
    • dbt Cloud
    • dbt Core
    • dbt Failures Are Monte Carlo Incidents
  • Airflow Logs
    • Airflow Logs from S3

Data Health Monitoring

  • Monitors Overview
  • Opt In Monitors
    • Field Health Monitors
  • Custom Rule Monitors
    • Custom Monitors - SQL Rules
    • Setting up Volume SLI
    • Ingestion Validation
  • Misconfigured Monitors
  • Partition Filtering for Monitors
  • [BETA Release] Field Quality Monitors
  • [BETA Release] Field Profiling

Anomaly Detection

  • Detectors Overview
    • Freshness Detector
    • Volume Detector
    • Unchanged Size Detector

Notification Channels

  • Alation
  • Mattermost
  • MS Teams
  • Opsgenie
  • PagerDuty
  • Slack
  • Webhooks

Other

  • Field Lineage
  • Insights
    • Importance Score Calculation
    • Insight: Key Assets
    • Insight: Coverage Overview
    • Insight: Table Cleanup Suggestions
    • Insight: Field-level Cleanup Suggestions
    • Insight: Events
    • Insight: Table Read/Write Activity
    • Insight: Rule and SLI Results
    • Insight: Dimension Tracking Suggestions
    • Insight: Field Health Suggestions
    • Insight: Misconfigured Monitors
    • Insight: BI Dashboard Analytics
    • Insight: Incident History
    • Insight: Heavy Queries
    • Insight: Consumption by user
    • Insight: Notifications by custom monitor
    • Insight: Unmonitored Tables
  • Single Sign On (SSO)
    • Map SSO Groups to Authorization Groups
  • Authorization
  • Data Reliability Dashboard
  • PII Filtering

Developer Resources

  • Getting Started
  • Monte Carlo API
    • General
    • Integrations
    • Lineage
    • Monitors
  • Using the CLI
  • Circuit breakers
    • Using providers
  • Using the SDK
  • Monitors as Code

Using the SDK

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An API key is required to use the SDK

See Getting started to obtain a key.

Monte Carlo provides convenient programmatic access to all APIs and additional features via a simple yet powerful SDK.

LanguageDetails
Pythonhttps://pypi.org/project/pycarlo/

Updated about 1 year ago