How to load data from Recurly to Teradata Vantage

Learn how to use Airbyte to synchronize your Recurly data into Teradata Vantage within minutes.

Try Airbyte Cloud

Get a demo

Building your pipeline or Using Airbyte

Airbyte is the only open solution empowering data teams to meet all their growing custom business demands in the new AI era.

Building in-house pipelines

Bespoke pipelines are:

Inconsistent and inaccurate data
Laborious and expensive
Brittle and inflexible

Furthermore, you will need to build and maintain Y x Z pipelines with Y sources and Z destinations to cover all your needs.

After Airbyte

Airbyte connections are:

Reliable and accurate
Extensible and scalable for all your needs
Deployed and governed your way

All your pipelines in minutes, however custom they are, thanks to Airbyte’s connector marketplace and Connector Builder.

Start syncing with Airbyte in 3 easy steps within 10 minutes

Set up a Recurly connector in Airbyte

Connect to Recurly or one of 400+ pre-built or 10,000+ custom connectors through simple account authentication.

Set up Teradata Vantage for your extracted Recurly data

Select Teradata Vantage where you want to import data from your Recurly source to. You can also choose other cloud data warehouses, databases, data lakes, vector databases, or any other supported Airbyte destinations.

Configure the Recurly to Teradata Vantage in Airbyte

This includes selecting the data you want to extract - streams and columns -, the sync frequency, where in the destination you want that data to be loaded.

Try Airbyte Cloud

Take a virtual tour

Check out our interactive demo and our how-to videos to learn how you can sync data from any source to any destination.

Demo video of Airbyte Cloud

Demo video of AI Connector Builder

Talk to our team

Old Automated Content

TL;DR

set up Recurly as a source connector (using Auth, or usually an API key)
set up Teradata Vantage as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Recurly

Recurly is an SaaS subscription billing management platform that powers over 2,000 brands, including Asana, BarkBox, Cinemark, Sling TV, and Twitch. Automating the repetitive task of sending recurring bills month after month, Recurly provides management for thousands of subscription-based businesses worldwide. Recurly is quick and easy to set up and integrate into existing systems, and sales include service support so merchants can get help as needed. Recurly is a powerful tool that reduces subscriber churn and increases business revenue.

What is Teradata Vantage

Teradata Vantage is a cloud-based analytics platform that enables businesses to analyze large amounts of data in real-time. It combines data warehousing, advanced analytics, and machine learning capabilities to provide a comprehensive solution for data-driven decision-making. Vantage allows users to access and analyze data from multiple sources, including structured and unstructured data, and provides a unified view of the data for better insights. It also offers advanced analytics tools such as predictive modeling, natural language processing, and graph analytics. With Vantage, businesses can make faster and more informed decisions, improve operational efficiency, and gain a competitive edge in their industry.

Integrate Recurly with Teradata Vantage in minutes

Try for free now

Prerequisites

A Recurly account to transfer your customer data automatically from.
A Teradata Vantage account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Airbyte is an open-source data integration platform that consolidates and streamlines the process of extracting and loading data from multiple data sources to data warehouses. It offers pre-built connectors, including Recurly and Teradata Vantage, for seamless data migration.

When using Airbyte to move data from Recurly to Teradata Vantage, it extracts data from Recurly using the source connector, converts it into a format Teradata Vantage can ingest using the provided schema, and then loads it into Teradata Vantage via the destination connector. This allows businesses to leverage their Recurly data for advanced analytics and insights within Teradata Vantage, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Recurly as a source connector

1. First, navigate to the "Sources" tab on the Airbyte dashboard and click "Create a new source."

2. Select "Recurly" from the list of available connectors.

3. Enter a name for your Recurly source and click "Next."

4. Enter your Recurly API key and subdomain in the appropriate fields. You can find your API key in your Recurly account settings.

5. Click "Test Connection" to ensure that your credentials are correct and that Airbyte can connect to your Recurly account.

6. Once the connection is successful, click "Create Source" to save your Recurly source in Airbyte.

7. You can now configure your Recurly source by selecting the data you want to replicate and setting up any necessary sync settings.

8. After configuring your source, click "Create Connection" to connect your Recurly source to a destination in Airbyte.

9. Follow the prompts to select a destination and configure your connection settings.

10. Once your connection is established, Airbyte will begin replicating data from your Recurly account to your destination.

Step 2: Set up Teradata Vantage as a destination connector

1. First, navigate to the Airbyte website and log in to your account.
2. Once you are logged in, click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the Teradata Vantage destination connector and click on it.
4. You will be prompted to enter your Teradata Vantage credentials, including your username and password.
5. Once you have entered your credentials, click on the "Test" button to ensure that the connection is working properly.
6. If the test is successful, click on the "Save" button to save your Teradata Vantage destination connector settings.
7. You can now use the Teradata Vantage destination connector to transfer data from your Airbyte sources to your Teradata Vantage database.
8. To set up a data transfer, navigate to the "Sources" tab on the left-hand side of the screen and select the source you want to transfer data from.
9. Follow the prompts to set up the data transfer, including selecting the Teradata Vantage destination connector as your destination and specifying any necessary mapping or transformation rules.
10. Once you have set up the data transfer, click on the "Run" button to initiate the transfer.

Step 3: Set up a connection to sync your Recurly data to Teradata Vantage

Once you've successfully connected Recurly as a data source and Teradata Vantage as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Recurly from the dropdown list of your configured sources.
Select your destination: Choose Teradata Vantage from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Recurly objects you want to import data from towards Teradata Vantage. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Recurly to Teradata Vantage according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Teradata Vantage data warehouse is always up-to-date with your Recurly data.

Use Cases to transfer your Recurly data to Teradata Vantage

Integrating data from Recurly to Teradata Vantage provides several benefits. Here are a few use cases:

Advanced Analytics: Teradata Vantage’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Recurly data, extracting insights that wouldn't be possible within Recurly alone.
Data Consolidation: If you're using multiple other sources along with Recurly, syncing to Teradata Vantage allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Recurly has limits on historical data. Syncing data to Teradata Vantage allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: Teradata Vantage provides robust data security features. Syncing Recurly data to Teradata Vantage ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: Teradata Vantage can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Recurly data.
Data Science and Machine Learning: By having Recurly data in Teradata Vantage, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Recurly provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Teradata Vantage, providing more advanced business intelligence options. If you have a Recurly table that needs to be converted to a Teradata Vantage table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

Configure a Recurly account as an Airbyte data source connector.
Configure Teradata Vantage as a data destination connector.
Create an Airbyte data pipeline that will automatically be moving data directly from Recurly to Teradata Vantage after you set a schedule

With Airbyte, creating data pipelines take minutes, and the data integration possibilities are endless. Airbyte supports the largest catalog of API tools, databases, and files, among other sources. Airbyte's connectors are open-source, so you can add any custom objects to the connector, or even build a new connector from scratch without any local dev environment or any data engineer within 10 minutes with the no-code connector builder.

We look forward to seeing you make use of it! We invite you to join the conversation on our community Slack Channel, or sign up for our newsletter. You should also check out other Airbyte tutorials, and Airbyte’s content hub!

What should you do next?

Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey:

Easily address your data movement needs with Airbyte Cloud

Take the first step towards extensible data movement infrastructure that will give a ton of time back to your data team.

Get started with Airbyte for free

Talk to a data infrastructure expert

Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure.

Talk to sales

Improve your data infrastructure knowledge

Subscribe to our monthly newsletter and get the community’s new enlightening content along with Airbyte’s progress in their mission to solve data integration once and for all.

Subscribe to newsletter

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 supports both incremental and full refreshes, for databases of any size.

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 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

Jean-Mathieu Saponaro

Data & Analytics Senior Eng Manager

"The intake layer of Datadog’s self-serve analytics platform is largely built on Airbyte.Airbyte’s ease of use and extensibility allowed any team in the company to push their data into the platform - without assistance from the data team!"

Learn more

Chase Zieman

Chief Data Officer

“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.”

Learn more

Alexis Weill

Data Lead

“We chose Airbyte for its ease of use, its pricing scalability and its absence of vendor lock-in. Having a lean team makes them our top criteria. The value of being able to scale and execute at a high level by maximizing resources is immense”

Learn more

How to Sync Recurly to Teradata Vantage Manually

Step 1:

Step 2:

Step 3:

Step 4:

Step 5:

Step 6:

Step 7:

Step 8:

FAQs

What is ETL?

ETL, an acronym for Extract, Transform, Load, is a vital data integration process. It involves extracting data from diverse sources, transforming it into a usable format, and loading it into a database, data warehouse or data lake. This process enables meaningful data analysis, enhancing business intelligence.

What is Recurly?

What data can you extract from Recurly?

Recurly's API provides access to a wide range of data related to subscription management and billing. The following are the categories of data that Recurly's API gives access to:

1. Accounts: Information about customer accounts, including contact details, billing information, and subscription status.

2. Subscriptions: Details about active and inactive subscriptions, including plan information, billing cycles, and renewal dates.

3. Transactions: Information about all transactions related to a customer's account, including payments, refunds, and credits.

4. Invoices: Details about all invoices generated for a customer's account, including invoice items, due dates, and payment status.

5. Plans: Information about the different subscription plans offered by a business, including pricing, features, and billing intervals.

6. Add-ons: Details about additional products or services that can be added to a subscription, including pricing and billing intervals.

7. Coupons: Information about discounts or promotions offered to customers, including coupon codes, expiration dates, and usage limits.

8. Metrics: Data related to subscription and revenue metrics, including churn rate, customer lifetime value, and monthly recurring revenue.

Overall, Recurly's API provides businesses with a comprehensive set of data to manage their subscription-based business models effectively.

How do I transfer data from Recurly?

This can be done by building a data pipeline manually, usually a Python script (you can leverage a tool as Apache Airflow for this). This process can take more than a full week of development. Or it can be done in minutes on Airbyte in three easy steps:
1. Set up Recurly to Teradata Vantage as a source connector (using Auth, or usually an API key)
2. Choose a destination (more than 50 available destination databases, data warehouses or lakes) to sync data too and set it up as a destination connector
3. Define which data you want to transfer from Recurly to Teradata Vantage and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

What is ELT?

ELT, standing for Extract, Load, Transform, is a modern take on the traditional ETL data integration process. In ELT, data is first extracted from various sources, loaded directly into a data warehouse, and then transformed. This approach enhances data processing speed, analytical flexibility and autonomy.

Difference between ETL and ELT?

ETL and ELT are critical data integration strategies with key differences. ETL (Extract, Transform, Load) transforms data before loading, ideal for structured data. In contrast, ELT (Extract, Load, Transform) loads data before transformation, perfect for processing large, diverse data sets in modern data warehouses. ELT is becoming the new standard as it offers a lot more flexibility and autonomy to data analysts.

Back to all tutorials

Engineering Analytics

Finance & Ops Analytics

How to load data from Recurly to Teradata Vantage

Learn how to use Airbyte to synchronize your Recurly data into Teradata Vantage within minutes.

Try Airbyte Cloud free

Deploy Airbyte Open Source

TL;DR

What is Recurly

What is Teradata Vantage

Prerequisites

Step 1: Setup Recurly

Step 2: Setup Teradata Vantage

Step 3: Setup a connection Use Cases Wrapping Up

Example H2

Example H3

Sync data between Recurly and Teradata Vantage

Get your data syncing in minutes

Try Airbyte free

TL;DR

set up Recurly as a source connector (using Auth, or usually an API key)
set up Teradata Vantage as a destination connector
define which data you want to transfer and how frequently

You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud.

This tutorial’s purpose is to show you how.

What is Recurly

What is Teradata Vantage

Integrate Recurly with Teradata Vantage in minutes

Try for free now

Prerequisites

A Recurly account to transfer your customer data automatically from.
A Teradata Vantage account.
An active Airbyte Cloud account, or you can also choose to use Airbyte Open Source locally. You can follow the instructions to set up Airbyte on your system using docker-compose.

Step 1: Set up Recurly as a source connector

1. First, navigate to the "Sources" tab on the Airbyte dashboard and click "Create a new source."

2. Select "Recurly" from the list of available connectors.

3. Enter a name for your Recurly source and click "Next."

4. Enter your Recurly API key and subdomain in the appropriate fields. You can find your API key in your Recurly account settings.

5. Click "Test Connection" to ensure that your credentials are correct and that Airbyte can connect to your Recurly account.

6. Once the connection is successful, click "Create Source" to save your Recurly source in Airbyte.

7. You can now configure your Recurly source by selecting the data you want to replicate and setting up any necessary sync settings.

8. After configuring your source, click "Create Connection" to connect your Recurly source to a destination in Airbyte.

9. Follow the prompts to select a destination and configure your connection settings.

10. Once your connection is established, Airbyte will begin replicating data from your Recurly account to your destination.

Step 2: Set up Teradata Vantage as a destination connector

Step 3: Set up a connection to sync your Recurly data to Teradata Vantage

Once you've successfully connected Recurly as a data source and Teradata Vantage as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
Choose your source: Select Recurly from the dropdown list of your configured sources.
Select your destination: Choose Teradata Vantage from the dropdown list of your configured destinations.
Configure your sync: Define the frequency of your data syncs based on your business needs. Airbyte allows both manual and automatic scheduling for your data refreshes.
Select the data to sync: Choose the specific Recurly objects you want to import data from towards Teradata Vantage. You can sync all data or select specific tables and fields.
Select the sync mode for your streams: Choose between full refreshes or incremental syncs (with deduplication if you want), and this for all streams or at the stream level. Incremental is only available for streams that have a primary cursor.
Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Recurly to Teradata Vantage according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Teradata Vantage data warehouse is always up-to-date with your Recurly data.

Use Cases to transfer your Recurly data to Teradata Vantage

Integrating data from Recurly to Teradata Vantage provides several benefits. Here are a few use cases:

Advanced Analytics: Teradata Vantage’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Recurly data, extracting insights that wouldn't be possible within Recurly alone.
Data Consolidation: If you're using multiple other sources along with Recurly, syncing to Teradata Vantage allows you to centralize your data for a holistic view of your operations, and to set up a change data capture process so you never have any discrepancies in your data again.
Historical Data Analysis: Recurly has limits on historical data. Syncing data to Teradata Vantage allows for long-term data retention and analysis of historical trends over time.
Data Security and Compliance: Teradata Vantage provides robust data security features. Syncing Recurly data to Teradata Vantage ensures your data is secured and allows for advanced data governance and compliance management.
Scalability: Teradata Vantage can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Recurly data.
Data Science and Machine Learning: By having Recurly data in Teradata Vantage, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
Reporting and Visualization: While Recurly provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Teradata Vantage, providing more advanced business intelligence options. If you have a Recurly table that needs to be converted to a Teradata Vantage table, Airbyte can do that automatically.