How to load data from Plausible to Clickhouse
Learn how to use Airbyte to synchronize your Plausible data into Clickhouse within minutes.
Building your pipeline or Using Airbyte
Airbyte is the only open source solution empowering data teams to meet all their growing custom business demands in the new AI era.
Building in-house pipelines
- Inconsistent and inaccurate data
- Laborious and expensive
- Brittle and inflexible
After Airbyte
- Reliable and accurate
- Extensible and scalable for all your needs
- Deployed and governed your way
Start syncing with Airbyte in 3 easy steps within 10 minutes
Take a virtual tour
Demo video of Airbyte Cloud
Demo video of AI Connector Builder
Setup Complexities simplified!
Simple & Easy to use Interface
Airbyte is built to get out of your way. Our clean, modern interface walks you through setup, so you can go from zero to sync in minutes—without deep technical expertise.
Guided Tour: Assisting you in building connections
Whether you’re setting up your first connection or managing complex syncs, Airbyte’s UI and documentation help you move with confidence. No guesswork. Just clarity.
Airbyte AI Assistant that will act as your sidekick in building your data pipelines in Minutes
Airbyte’s built-in assistant helps you choose sources, set destinations, and configure syncs quickly. It’s like having a data engineer on call—without the overhead.
What sets Airbyte Apart
Modern GenAI Workflows
Streamline AI workflows with Airbyte: load unstructured data into vector stores like Pinecone, Weaviate, and Milvus. Supports RAG transformations with LangChain chunking and embeddings from OpenAI, Cohere, etc., all in one operation.
Move Large Volumes, Fast
Quickly get up and running with a 5-minute setup that enables both incremental and full refreshes for databases of any size, seamlessly scaling to handle large data volumes. Our optimized architecture overcomes performance bottlenecks, ensuring efficient data synchronization even as your datasets grow from gigabytes to petabytes.
An Extensible Open-Source Standard
More than 1,000 developers contribute to Airbyte’s connectors, different interfaces (UI, API, Terraform Provider, Python Library), and integrations with the rest of the stack. Airbyte’s AI Connector Builder lets you edit or add new connectors in minutes.
Full Control & Security
Airbyte secures your data with cloud-hosted, self-hosted or hybrid deployment options. Single Sign-On (SSO) and Role-Based Access Control (RBAC) ensure only authorized users have access with the right permissions. Airbyte acts as a HIPAA conduit and supports compliance with CCPA, GDPR, and SOC2.
Fully Featured & Integrated
Airbyte automates schema evolution for seamless data flow, and utilizes efficient Change Data Capture (CDC) for real-time updates. Select only the columns you need, and leverage our dbt integration for powerful data transformations.
Enterprise Support with SLAs
Airbyte Self-Managed Enterprise comes with dedicated support and guaranteed service level agreements (SLAs), ensuring that your data movement infrastructure remains reliable and performant, and expert assistance is available when needed.
What our users say
Raman Singh
Predictable, straightforward pricing model that simplified budgeting and significantly reduced overall spend
Chase Zieman
“Airbyte helped us accelerate our progress by years, compared to our competitors. We don’t need to worry about connectors and focus on creating value for our users instead of building infrastructure. That’s priceless. The time and energy saved allows us to disrupt and grow faster.”
Rupak Patel
"With Airbyte, we could just push a few buttons, allow API access, and bring all the data into Google BigQuery. By blending all the different marketing data sources, we can gain valuable insights."
How to Sync to Manually
Step 1: Set Up Plausible API Access
Begin by setting up access to the Plausible Analytics API. You'll need to generate an API key from your Plausible account settings. This key will allow you to programmatically access data from Plausible. Ensure you have the necessary permissions to access the data you need.
Step 2: Define Data Requirements
Clearly define what data you need to transfer from Plausible to ClickHouse. This could include metrics like page views, unique visitors, referrers, and more. Knowing exactly what data is required will help streamline the extraction process.
Step 3: Write a Data Extraction Script
Develop a script using a programming language such as Python. Use HTTP requests to interact with the Plausible API and extract the required data. The script should handle authentication using the API key and include error handling to manage any issues during data retrieval.
Step 4: Transform Data to ClickHouse Format
Once the data is extracted, transform it into a format suitable for insertion into ClickHouse. This often means converting JSON or other structured data formats into CSV or TSV, which ClickHouse can efficiently ingest. Ensure that the data types align with the schema of your ClickHouse tables.
Step 5: Prepare ClickHouse Database and Tables
Set up your ClickHouse environment if you haven't already. Create the necessary database and tables to store the Plausible data. Define the schema based on the transformed data, ensuring that data types and columns match the transformed data structure.
Step 6: Write Data Load Script for ClickHouse
Write a script, again using a language like Python or Bash, that uses ClickHouse HTTP or native protocols to insert the transformed data into the database. This script should read the transformed data files and execute the loading process. Optimize the script for bulk data loading to improve performance.
Step 7: Schedule and Automate the Process
Finally, automate the entire process to ensure data is periodically updated in ClickHouse. Use cron jobs on a Linux server or Task Scheduler on Windows to run both the extraction and loading scripts at desired intervals. This will ensure your ClickHouse warehouse remains in sync with the latest data from Plausible.
By following these steps, you can successfully move data from Plausible to ClickHouse without relying on third-party connectors or integrations.