Braintree is one of the most popular payment gateway payment systems for mobile and web transactions. It provides advanced features like chargebacks and fraud detection to secure online payment processing. With options to accept bank transfers and ACH with a reduced transaction fee for recurring donations, Braintree is a leading candidate for processing payments for nonprofits. Since vast payment data is on these online platforms, you can draw insights by connecting Braintree to Snowflake. Snowflake supports multi-cloud infrastructure environments and enables quick and efficient data analysis by running its queries on multiple compute clusters. 

This article discusses the two integration methods you can use for Braintree to Snowflake migration.


  • Basic understanding of cloud computing
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What is Braintree?

Braintree to Snowflake: braintree logo
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Braintree is an online payment gateway owned and operated by PayPal since 2013. However, it features additional payment methods, some of which are not supported by Paypal. It is an excellent option for businesses seeking a merchant account with a no-cost PayPal integration. Braintree offers web technology solutions to enterprises for their mobile and web payments. It is a full-stack platform that does not necessitate traditional models of sourcing payment gateways. Braintree services cover international payments, reduced nonprofit transaction rates, affordable rates for ACH deposits, and credit card data portability. An existing merchant can obtain customer information and credit card data upon request in a PCI-compliant manner. 

If you are interested in availing of Braintree services, it offers a “sandbox” version that lets you try the software without creating a merchant account. To use Braintree services, you can later sign up with an official ID, address proof, bank statements, and IRS SS4 letter.

Key Features of Braintree

Braintree offers a robust set of features via its building blocks that allow merchants to create their own payments infrastructure and help you identify opportunities to expand your business. Some of these core features include:

  • Reduced Friction at Checkout: Braintree’s checkout feature is designed to be seamless and safe in both subscriptions: ready-made UI and tailor-made. Users can checkout with just a few clicks without any hassle. It reduces cart abandonment and encourages recurring transactions via the platform.
  • Determinable Interface: Braintree offers its Drop-in-UI for a seamless checkout experience. The company also allows you to create a more customized experience via Custom UI. You can tailor your checkout flow to provide a flexible and ownable payment gateway that is still compliant with PCI SAQ A.
  • Advanced Fraud Protection: Braintree offers both standard and advanced levels of protection against fraud. Their payment system helps identify and act to potential threats. Braintree utilizes its data-driven authentication with ‘3D Secure 2’, a new and robust customer authentication solution.
  • Consistent Advantages: Braintree’s advantages are consistent for all customers regardless of their chosen features. The global enterprise provides robust reports, white-glove support (merchant support, sales, and account management), and business suggestions. 

What is Snowflake?

Braintree to Snowflake: snowflake logo
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Snowflake is a cloud data warehouse enabling users to manage and store their big data. The platform offers a highly reliable structure to support multi-cloud infrastructure environments. Snowflake uses the ANSI SQL protocol that supports structured and semi-structured data formats. 

Snowflake’s shared hard disk design enables its compute nodes to access independent data repositories. Its queries run on MPP compute clusters, which leverage shared-nothing architecture to prevent concurrency issues. These virtual warehouses can access the same storage layer without multiple copies of data in each warehouse. Snowflake is very efficient in providing independent clusters for scalable computations. 

Key Features of Snowflake

  • Caching Results: Snowflake design can feature caching at multiple levels to speed up your work. Snowflake keeps a record of your query for up to 24 hours. So, the results are already accessible if the same query is to be executed again by the same user or another, given that the underlying data hasn’t changed. This feature makes it significantly useful for analytical work.
  • Cloud-agnostic Solution: Snowflake is cloud-agnostic; it is available on all three platforms: Google Cloud Platform, Microsoft Azure, and Amazon Web Services. As a result, you can have similar deployment options and end-user experience while leveraging Snowflake into your cloud architecture.
  • Near-Zero Administration: Snowflake does not need any hardware or software installation. It is a warehouse service for managing data without IT assistance or database administrators (DBA). In addition, Snowflake’s multi-cluster architecture prevents concurrency issues faced in other traditional warehouses. It separates workloads via its compute clusters (virtual warehouses).
  • Security: Snowflake offers a wide array of security features. It allows you to manage network policies by listing IP addresses to restrict account access. It supports two-factor authentication and SSO support through federated authentication. All data is automatically encrypted via AES 256 strong encryption, even during transit. 

Why Connect Braintree to Snowflake?

A payment platform such as Braintree stores a large amount of data relating to your company as well as your customers, which can be of great use to your company. Important key performance indicators (KPIs), such as churn and revenue, can be computed with the help of the data that is stored in your payment system. Braintree also houses a vast ecosystem consisting of application programming interfaces (APIs) and tools that you can utilize to extract the maximum value from your data.

If you don’t have the right infrastructure and hardware, querying massive amounts of data from Braintree could be a time-consuming process. You can use Snowflake to run SQL-like queries against petabytes of data with lightning-fast response times, all thanks to the processing power provided by Snowflake’s underlying infrastructure. Because Google Snowflake is a service that requires no setup and is scalable, it is able to provide real-time business insights into the data you provide.

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Methods to Connect Braintree to Snowflake

Integrating Braintree data with Snowflake opens doors for in-depth analysis in a no-shared architecture of virtual warehouses. You can carry out multiple computations simultaneously without compromising on resources and efficiency.

Method 1: Connect Braintree to Snowflake using Hevo 

Braintree to Snowflake: hevo banner
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Hevo supports the Sandbox and Production environments for Braintree and uses the Braintree Server Integrations to replicate your Braintree account data to Snowflake. Hevo is a fully-managed, Automated No-code Data Pipeline that can load data from 150+ Sources(including 40+ free sources).

Configure Braintree as the Source 

To set up Braintree as a source in Braintree to Snowflake Integration, follow the steps:

  • Step 1: Click PIPELINES in the Asset Palette.
  • Step 2: Next, click +CREATE in the Pipelines List View for Braintree to Snowflake Integration.
  • Step 3: Then, on the Select Source Type page, select Braintree Payments to connect Braintree to Snowflake.
  • Step 4: In the Configure your Braintree Payments Source page, mention the following:
Braintree to Snowflake: Configure Braintree Payments Source
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  • Public Key: The public key that you got from your Braintree Payments account. You can refer to the section Obtaining the Public, Private API Keys, and Merchant ID for steps to obtain the public key for your environment.
  • Pipeline Name: A unique name for your pipeline, not exceeding 255 characters.
  • Private Key: It refers to the private key that you obtained from your Braintree Payments account. You can refer to the section Obtaining the Public, Private API Keys, and Merchant ID for steps to obtain the private key for your environment.
  • Merchant ID: This is the ID for your merchant account. You can refer to the section Obtaining the Public, Private API Keys, and Merchant ID for steps to obtain the Merchant ID.
  • Historical Sync Duration: The duration for which the existing data in the source needs to be ingested. The default value is 3 months.
  • Step 5: Click TEST & CONTINUE to connect Braintree to Snowflake.
  • Step 6: Proceed to configure the data ingestion and configure the destination.

Configure Snowflake as a Destination

To set up Snowflake as a destination in Hevo in Braintree to Snowflake Connection, follow these steps:

  • Step 1: In the Asset Palette, select DESTINATIONS.
  • Step 2: In the Destinations List View, click + CREATE.
  • Step 3: Select Snowflake from the Add Destination page in Braintree to Snowflake Connector.
  • Step 4: Set the following parameters on the Configure your Snowflake Destination page:
Braintree to Snowflake: config snowflake
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  • Destination Name: Give your destination a unique name.
  • Database Cluster Identifier: The IP address or DNS of the Snowflake host is used as the database cluster identifier.
  • Database Port: The port on which your Snowflake server listens for connections is the database port. 5439 is the default value.
  • Database User: In the Snowflake database, a user with a non-administrative position.
  • Database Password: The user’s password.
  • Database Name: The name of the destination database into which the data will be loaded.
  • Database Schema: The Destination database schema’s name. The default setting is public.
  • Step 5: To test connectivity with the Snowflake warehouse, click Test Connection for Braintree to Snowflake Connection.
  • Step 6: When the test is complete, select SAVE DESTINATION to complete Braintree to Snowflake Integration.
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Method 2: Manually Connect Braintree to Snowflake

To manually connect Braintree to Snowflake, follow the steps:

Exporting Braintree Data

There are two main ways to search for required information in the Control Panel: Basic Search (with limited parameters) and Advanced Search Options (robust search with filters).

  • Basic Search data: To obtain generic data like customer details (names, emails), payment methods, and transaction details, use the search bar at the top right corner to fetch data.
  • Advanced Search data: Advanced search allows you to fetch detailed information about Transactions, Verifications, Vault, and Subscriptions.

To fetch Transaction Data in Braintree to Snowflake Connector, follow these steps:

  • Step 1: Log into the Control Panel.
  • Step 2: Click on Transactions.
  • Step 3: Scroll down to the Transaction Search section.
  • Step 4: Filter your desired parameters and click on Search.
Braintree to Snowflake: fetch transaction data
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To fetch Card Verifications data in Braintree to Snowflake Migration, follow these steps:

  • Step 1: Log into the Control Panel.
  • Step 2: Click on Vault.
  • Step 3: Click the Verifications tab.
  • Step 4: Filter your desired parameters and click on Search.
Braintree to Snowflake: fetch card verification data
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To fetch Vault data regarding specific customer records in Braintree to Snowflake Integration, follow these steps:

  • Step 1: Log into the Control Panel.
  • Step 2: Click on Vault.
  • Step 3: Move to the Customer Search section.
  • Step 4: Filter your desired parameters and click on Search.
Braintree to Snowflake: fetch vault data
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To download these search results, follow these steps:

  • Step 1: To retrieve the details of multiple variables at once, click the Download button at the top of the search results page.
  • Step 2: You will receive the file in a CSV format.

After downloading a report, you can view your download history in the Downloads section of the Control Panel.

Loading Data in Snowflake

To load data into Snowflake in Braintree to Snowflake Migration, follow the steps:

  • Step 1: Click on ‘Data’ > Databases (on Snowflake homepage).
Braintree to Snowflake: load data
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  • Step 2: To view the content in Braintree to Snowflake Integration, click on the database link.
  • Step 3: Create a table by either ‘choosing a row’ to load it or ‘choosing the table name.’
  • Step 4: Once you select an option, the loading wizard appears and populates the data into the table in Braintree to Snowflake Connection.
  • Step 5: Select Preferred Warehouse
    • Using the drop-down menu, select the warehouse from where Snowflake saves data.
    • Proceed by clicking on Next.
  • Step 6: Loading Files
    • Click on Load files from your computer > Select Files.
    • Once you choose one or more data files, click ‘Open’.
    • Press the ‘Next’ key once you are done.
  • Step 7: Selecting a File Format
    • If the file format already exists:
      • Choose the preexisting format.
      • Click Next.
    • For a new File Format:
      • Click the plus (+) sign from the drop-down list.
      • Fill in the fields that appear on your screen based on the format of your data files.
      • Click on Finish.
      • Select the new file format you want from the drop-down menu.
      • Click Next.
  • Step 8: Setting Up Load Options
    • Specify an action by Snowflake in case the data files have anomalies.
    • From the menu, select Load. Snowflake will use the warehouse of your choice to import data in your chosen table.
    • Click OK once you are done. The loading wizard completes the loading data in Braintree to Snowflake Connection. 

With this, you have succesfully connected Braintree to Snowflake.

Limitations of Connecting Braintree to Snowflake Manually

Unfortunately, there are no direct ways for a non-technical person to connect Braintree to Snowflake. It is, however, feasible to retrieve Braintree data manually and then importing to Snowflake. The above steps to fetch Braintree data seem convenient, but it will take a lot of time if you manually search and download the required data.

Additionally, you will have to do the same repeatedly for each section, Vault, Verifications, Subscriptions, etc. Manual integration is, therefore, a time-ineffective process. This is why you may opt for assistance from low-code or no-code integration service providers like Hevo Data, which can work as a connector for Braintree and Snowflake.


This article discusses two online solutions: Braintree, a web payment gateway that provides user-friendly interfaces for businesses to receive payments online, and Snowflake, a cloud data warehouse. The focus is amplified to manually connect these two solutions to load Braintree data in Snowflake compute clusters and draw in-depth analytical insights. Snowflake can enhance your data analysis by providing secure and controlled data access throughout the enterprise. However, you need to fetch Braintree data using third-party ETL tools and store it into Snowflake, as manually integrating would only bring several data quality issues.

However, as a Developer, extracting complex data from a diverse set of data sources like Databases, CRMs, Project management Tools, Streaming Services, and Marketing Platforms to your Database can seem to be quite challenging. If you are from non-technical background or are new in the game of data warehouse and analytics, Hevo Data can help!

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Hevo Data will automate your data transfer process, hence allowing you to focus on other aspects of your business like Analytics, Customer Management, etc. Hevo provides a wide range of sources – 150+ Data Sources (including 40+ Free Sources) – that connect with over 15+ Destinations. It will provide you with a seamless experience and make your work life much easier.

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Freelance Technical Content Writer, Hevo Data

Disha is deeply passionate about data science, and possesses a knack for writing on data, software architecture, and technical content catered to data teams to solve intricate business challenges.

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