How to load data from Pendo to Kafka
Learn how to use Airbyte to synchronize your Pendo data into Kafka 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: Understand Pendo API Documentation
Start by reviewing the Pendo API documentation to understand the available endpoints that provide the data you need. Familiarize yourself with authentication methods, endpoint structures, request parameters, and response formats.
Step 2: Set Up Pendo API Authentication
Obtain the necessary API keys or tokens from your Pendo account settings to authenticate your API requests. This usually involves creating an API key in Pendo that grants the required permissions to access the data you need.
Step 3: Develop a Data Extraction Script
Write a script in a programming language of your choice (such as Python or Node.js) that makes HTTP requests to the Pendo API endpoints. Use the authentication credentials from step 2 to successfully connect and retrieve the desired data. Parse the API responses to extract relevant data fields.
Step 4: Install and Configure Kafka
Ensure that you have a Kafka cluster up and running. Install Kafka on your server or use a cloud-based Kafka service. Configure your Kafka brokers, topics, and partitions to prepare for incoming data.
Step 5: Format Data for Kafka
Convert the extracted data from Pendo into a format suitable for Kafka. This typically involves serializing the data into a JSON format or another preferred serialization format like Avro or Protobuf, depending on your Kafka setup and data schema requirements.
Step 6: Send Data to Kafka
Use a Kafka client library for your chosen programming language to produce messages to your Kafka topic. Establish a connection to the Kafka brokers and send the serialized data. Ensure to handle any potential errors or exceptions during this process, such as network issues or serialization errors.
Step 7: Monitor and Validate Data Flow
Continuously monitor the data flow from Pendo to Kafka to ensure that messages are being sent and received correctly. Use Kafka's built-in tools or other logging mechanisms to validate that the data in Kafka matches what was extracted from Pendo. Implement logging and error-handling in your script to capture and diagnose issues.
By following these steps, you can successfully move data from Pendo to Kafka without relying on third-party connectors or integrations. This approach requires a solid understanding of both APIs and data handling, but it provides full control over the data transfer process.