How to load data from Recurly to Convex
Learn how to use Airbyte to synchronize your Recurly data into Convex 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 Recurly's API
Begin by familiarizing yourself with Recurly's API. Recurly provides a RESTful API that allows you to programmatically access account, billing, and subscription data. Review the API documentation to understand the endpoints, authentication methods (usually API keys), and data structures.
Step 2: Set Up API Authentication
Generate and securely store your API keys needed to authenticate requests to Recurly's API. Typically, this involves accessing your Recurly account settings where you can create and manage API keys. Ensure your keys have the necessary permissions to read the data you plan to export.
Step 3: Extract Data from Recurly
Write a script (using a language like Python, JavaScript, or Ruby) to make HTTP GET requests to Recurly's API endpoints. Specifically, target the endpoints corresponding to the data you need, such as accounts, invoices, or subscriptions. Handle pagination if necessary, as Recurly may return large datasets in multiple pages.
Step 4: Transform and Clean Data
Once you have the data, process it to fit the structure expected by Convex. This might involve converting data types, restructuring JSON objects, or filtering out unnecessary fields. This step ensures that your data is compatible with Convex's data model, which might differ from Recurly's.
Step 5: Prepare Convex's Data Ingestion Method
Study Convex's documentation to understand how data can be ingested directly. Convex might provide an API or a specific method for data import. Ensure you have the necessary access and understand how to use their data ingestion tools.
Step 6: Load Data into Convex
Using Convex's data ingestion method, write a script to post the transformed data into Convex. This might involve using HTTP POST requests if Convex provides an API. Make sure to handle any authentication required by Convex, similar to how you did with Recurly.
Step 7: Verify Data Integrity and Automate
After loading the data, conduct a thorough verification to ensure that all records have been transferred accurately and completely. Check for data integrity issues like missing fields or mismatched data types. Once verified, consider automating the entire process using cron jobs or similar scheduling tools to keep your data in sync regularly.
By following these steps, you can effectively transfer data from Recurly to Convex without relying on third-party connectors or integrations.