How to load data from Exchange Rates Api to Firebolt

Learn how to use Airbyte to synchronize your Exchange Rates Api data into Firebolt within minutes.

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Exchange Rates Api

Used by tens of thousands of developers, Exchange Rates API provides accurate and reliable currency data instantly through its free, simple-to-use API interface. With more than 10 years of exceptional API uptime and support, developers trust Exchange Rates API to provide fast and accurate conversion rates for 160 different currencies as well as essential stock market data in JSON format. They have worked hard to achieve their mission of building a remarkably hardware efficient and reliable currency converter API.

Firebolt

Firebolt is a high-performance cloud-native data warehouse platform designed for massive-scale data analytics. It enables organizations to harness the power of big data with lightning-fast query speeds and unlimited scalability. Firebolt.io utilizes a unique indexing technology and a highly parallelized architecture to optimize data processing and reduce query latency. With its cloud-native approach, users can easily integrate and analyze diverse data sources while benefiting from automatic scalability and cost optimization. Firebolt.io empowers businesses to derive actionable insights from their data at unprecedented speed and efficiency, accelerating data-driven decision-making and unlocking the full potential of big data analytics.

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TL;DR

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 Exchange Rates Api as a source connector (using Auth, or usually an API key)
  2. set up Firebolt as a destination connector
  3. 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 Exchange Rates Api

Used by tens of thousands of developers, Exchange Rates API provides accurate and reliable currency data instantly through its free, simple-to-use API interface. With more than 10 years of exceptional API uptime and support, developers trust Exchange Rates API to provide fast and accurate conversion rates for 160 different currencies as well as essential stock market data in JSON format. They have worked hard to achieve their mission of building a remarkably hardware efficient and reliable currency converter API.

What is Firebolt

Firebolt is a high-performance cloud-native data warehouse platform designed for massive-scale data analytics. It enables organizations to harness the power of big data with lightning-fast query speeds and unlimited scalability. Firebolt.io utilizes a unique indexing technology and a highly parallelized architecture to optimize data processing and reduce query latency. With its cloud-native approach, users can easily integrate and analyze diverse data sources while benefiting from automatic scalability and cost optimization. Firebolt.io empowers businesses to derive actionable insights from their data at unprecedented speed and efficiency, accelerating data-driven decision-making and unlocking the full potential of big data analytics.

Integrate Exchange Rates Api with Firebolt in minutes

Try for free now

Prerequisites

  1. A Exchange Rates Api account to transfer your customer data automatically from.
  2. A Firebolt account.
  3. 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 Exchange Rates Api and Firebolt, for seamless data migration.

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

Step 1: Set up Exchange Rates Api as a source connector

1. Go to the Airbyte dashboard and click on "Sources" on the left-hand side of the screen.
2. Click on the "Create a new source" button and select "Exchange Rates API" from the list of available connectors.
3. Enter a name for your source and click on "Next".
4. Enter your Exchange Rates API access key in the "API Key" field.
5. Select the base currency you want to use for your exchange rates in the "Base Currency" field.
6. Choose the frequency at which you want to update your exchange rates in the "Sync Frequency" field.
7. Click on "Test" to ensure that your credentials are correct and that the connection is successful.
8. If the test is successful, click on "Create" to save your source and start syncing your exchange rates data.  

Note: You can also customize your source settings by selecting the tables you want to sync, setting up incremental sync, and adding filters to your data.

Step 2: Set up Firebolt as a destination connector

1. First, navigate to the Firebolt destination connector on Airbyte.
2. Click on the "Create a new connection" button.
3. Enter a name for your connection.
4. Enter your Firebolt API key and secret.
5. Enter the name of the Firebolt database you want to connect to.
6. Enter the name of the schema you want to use.
7. Choose the tables you want to replicate.
8. Configure any additional settings, such as the replication frequency and the maximum number of rows to replicate.
9. Test the connection to ensure that it is working properly.
10. Save the connection and start the replication process.
Note: It is important to have a basic understanding of Firebolt and its API before attempting to connect it to Airbyte. Additionally, it is recommended to consult the Airbyte documentation for more detailed instructions and troubleshooting tips.

Step 3: Set up a connection to sync your Exchange Rates Api data to Firebolt

Once you've successfully connected Exchange Rates Api as a data source and Firebolt as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

  1. Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
  2. Choose your source: Select Exchange Rates Api from the dropdown list of your configured sources.
  3. Select your destination: Choose Firebolt from the dropdown list of your configured destinations.
  4. 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.
  5. Select the data to sync: Choose the specific Exchange Rates Api objects you want to import data from towards Firebolt. You can sync all data or select specific tables and fields.
  6. 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.
  7. Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
  8. Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Exchange Rates Api to Firebolt according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Firebolt data warehouse is always up-to-date with your Exchange Rates Api data.

Use Cases to transfer your Exchange Rates Api data to Firebolt

Integrating data from Exchange Rates Api to Firebolt provides several benefits. Here are a few use cases:

  1. Advanced Analytics: Firebolt’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Exchange Rates Api data, extracting insights that wouldn't be possible within Exchange Rates Api alone.
  2. Data Consolidation: If you're using multiple other sources along with Exchange Rates Api, syncing to Firebolt 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.
  3. Historical Data Analysis: Exchange Rates Api has limits on historical data. Syncing data to Firebolt allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: Firebolt provides robust data security features. Syncing Exchange Rates Api data to Firebolt ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: Firebolt can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Exchange Rates Api data.
  6. Data Science and Machine Learning: By having Exchange Rates Api data in Firebolt, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Exchange Rates Api provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Firebolt, providing more advanced business intelligence options. If you have a Exchange Rates Api table that needs to be converted to a Firebolt table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Exchange Rates Api account as an Airbyte data source connector.
  2. Configure Firebolt as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Exchange Rates Api to Firebolt 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:

flag icon
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
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Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
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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.
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How to load data from Exchange Rates Api to Firebolt

Learn how to use Airbyte to synchronize your Exchange Rates Api data into Firebolt within minutes.

TL;DR
What is Exchange Rates Api
What is Firebolt
Prerequisites
Step 1: Setup Exchange Rates Api
Step 2: Setup Firebolt
Step 3: Setup a connectionUse CasesWrapping Up
Example H2
Example H3

Sync data between Exchange Rates Api and Firebolt

Try Airbyte free

TL;DR

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 Exchange Rates Api as a source connector (using Auth, or usually an API key)
  2. set up Firebolt as a destination connector
  3. 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 Exchange Rates Api

Used by tens of thousands of developers, Exchange Rates API provides accurate and reliable currency data instantly through its free, simple-to-use API interface. With more than 10 years of exceptional API uptime and support, developers trust Exchange Rates API to provide fast and accurate conversion rates for 160 different currencies as well as essential stock market data in JSON format. They have worked hard to achieve their mission of building a remarkably hardware efficient and reliable currency converter API.

What is Firebolt

Firebolt is a high-performance cloud-native data warehouse platform designed for massive-scale data analytics. It enables organizations to harness the power of big data with lightning-fast query speeds and unlimited scalability. Firebolt.io utilizes a unique indexing technology and a highly parallelized architecture to optimize data processing and reduce query latency. With its cloud-native approach, users can easily integrate and analyze diverse data sources while benefiting from automatic scalability and cost optimization. Firebolt.io empowers businesses to derive actionable insights from their data at unprecedented speed and efficiency, accelerating data-driven decision-making and unlocking the full potential of big data analytics.

Integrate Exchange Rates Api with Firebolt in minutes

Try for free now

Prerequisites

  1. A Exchange Rates Api account to transfer your customer data automatically from.
  2. A Firebolt account.
  3. 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 Exchange Rates Api and Firebolt, for seamless data migration.

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

Step 1: Set up Exchange Rates Api as a source connector

1. Go to the Airbyte dashboard and click on "Sources" on the left-hand side of the screen.
2. Click on the "Create a new source" button and select "Exchange Rates API" from the list of available connectors.
3. Enter a name for your source and click on "Next".
4. Enter your Exchange Rates API access key in the "API Key" field.
5. Select the base currency you want to use for your exchange rates in the "Base Currency" field.
6. Choose the frequency at which you want to update your exchange rates in the "Sync Frequency" field.
7. Click on "Test" to ensure that your credentials are correct and that the connection is successful.
8. If the test is successful, click on "Create" to save your source and start syncing your exchange rates data.  

Note: You can also customize your source settings by selecting the tables you want to sync, setting up incremental sync, and adding filters to your data.

Step 2: Set up Firebolt as a destination connector

1. First, navigate to the Firebolt destination connector on Airbyte.
2. Click on the "Create a new connection" button.
3. Enter a name for your connection.
4. Enter your Firebolt API key and secret.
5. Enter the name of the Firebolt database you want to connect to.
6. Enter the name of the schema you want to use.
7. Choose the tables you want to replicate.
8. Configure any additional settings, such as the replication frequency and the maximum number of rows to replicate.
9. Test the connection to ensure that it is working properly.
10. Save the connection and start the replication process.
Note: It is important to have a basic understanding of Firebolt and its API before attempting to connect it to Airbyte. Additionally, it is recommended to consult the Airbyte documentation for more detailed instructions and troubleshooting tips.

Step 3: Set up a connection to sync your Exchange Rates Api data to Firebolt

Once you've successfully connected Exchange Rates Api as a data source and Firebolt as a destination in Airbyte, you can set up a data pipeline between them with the following steps:

  1. Create a new connection: On the Airbyte dashboard, navigate to the 'Connections' tab and click the '+ New Connection' button.
  2. Choose your source: Select Exchange Rates Api from the dropdown list of your configured sources.
  3. Select your destination: Choose Firebolt from the dropdown list of your configured destinations.
  4. 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.
  5. Select the data to sync: Choose the specific Exchange Rates Api objects you want to import data from towards Firebolt. You can sync all data or select specific tables and fields.
  6. 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.
  7. Test your connection: Click the 'Test Connection' button to make sure that your setup works. If the connection test is successful, save your configuration.
  8. Start the sync: If the test passes, click 'Set Up Connection'. Airbyte will start moving data from Exchange Rates Api to Firebolt according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Firebolt data warehouse is always up-to-date with your Exchange Rates Api data.

Use Cases to transfer your Exchange Rates Api data to Firebolt

Integrating data from Exchange Rates Api to Firebolt provides several benefits. Here are a few use cases:

  1. Advanced Analytics: Firebolt’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Exchange Rates Api data, extracting insights that wouldn't be possible within Exchange Rates Api alone.
  2. Data Consolidation: If you're using multiple other sources along with Exchange Rates Api, syncing to Firebolt 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.
  3. Historical Data Analysis: Exchange Rates Api has limits on historical data. Syncing data to Firebolt allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: Firebolt provides robust data security features. Syncing Exchange Rates Api data to Firebolt ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: Firebolt can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Exchange Rates Api data.
  6. Data Science and Machine Learning: By having Exchange Rates Api data in Firebolt, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Exchange Rates Api provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Firebolt, providing more advanced business intelligence options. If you have a Exchange Rates Api table that needs to be converted to a Firebolt table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Exchange Rates Api account as an Airbyte data source connector.
  2. Configure Firebolt as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Exchange Rates Api to Firebolt 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:

flag icon
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
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
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

Connectors Used

Exchange Rates Api
Firebolt

Related Syncs with Exchange Rates Api

Tags

APIs

What should you do next?

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

flag icon
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
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
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

Connectors Used

Exchange Rates Api
Firebolt

Related Syncs with Exchange Rates Api

Exchange Rates API to AWS Datalake
Exchange Rates API to BigQuery
Exchange Rates API to Databricks Lakehouse
Exchange Rates API to Firebolt
Exchange Rates API to Redshift
Exchange Rates API to S3
Exchange Rates API to S3 Glue
Exchange Rates API to Snowflake Data Cloud
Exchange Rates API to Teradata

Tags

APIs

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Frequently Asked Questions

What data can you extract from Exchange Rates Api?

Exchange Rates API provides access to various types of data related to currency exchange rates. The API offers real-time and historical exchange rates for over 170 currencies, including cryptocurrencies. The following are the categories of data that the Exchange Rates API provides:  

• Real-time exchange rates: The API provides real-time exchange rates for various currencies, which are updated every minute.  
• Historical exchange rates: The API offers historical exchange rates for up to 10 years, allowing users to analyze trends and patterns in currency exchange rates.  
• Currency conversion: The API allows users to convert one currency to another using the latest exchange rates.  
• Time-series data: The API provides time-series data for exchange rates, allowing users to track changes in exchange rates over time.  
• Currency metadata: The API provides metadata for various currencies, including their names, symbols, and ISO codes.  
• Cryptocurrency data: The API provides real-time exchange rates for various cryptocurrencies, including Bitcoin, Ethereum, and Litecoin.  

Overall, the Exchange Rates API provides a comprehensive set of data related to currency exchange rates, making it a valuable resource for businesses and individuals who need to track currency exchange rates.

What data can you transfer to Firebolt?

You can transfer a wide variety of data to Firebolt. This usually includes structured, semi-structured, and unstructured data like transaction records, log files, JSON data, CSV files, and more, allowing robust, scalable data integration and analysis.

What are top ETL tools to transfer data from Exchange Rates Api to Firebolt?

The most prominent ETL tools to transfer data from Exchange Rates Api to Firebolt include:

  • Airbyte
  • Fivetran
  • Stitch
  • Matillion
  • Talend Data Integration

These tools help in extracting data from Exchange Rates Api and various sources (APIs, databases, and more), transforming it efficiently, and loading it into Firebolt and other databases, data warehouses and data lakes, enhancing data management capabilities.

What should you do next?

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

flag icon
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
high five icon
Talk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure. 
Talk to sales
stars sparkling
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

Connectors Used

Exchange Rates Api
Firebolt

Related Syncs with Exchange Rates Api

Exchange Rates API to AWS Datalake
Exchange Rates API to BigQuery
Exchange Rates API to Databricks Lakehouse
Exchange Rates API to Firebolt
Exchange Rates API to Redshift
Exchange Rates API to S3
Exchange Rates API to S3 Glue
Exchange Rates API to Snowflake Data Cloud
Exchange Rates API to Teradata

Tags

APIs

Connectors Used

Exchange Rates Api
Firebolt

Related Syncs with Exchange Rates Api

Exchange Rates API to AWS Datalake
Exchange Rates API to BigQuery
Exchange Rates API to Databricks Lakehouse
Exchange Rates API to Firebolt
Exchange Rates API to Redshift
Exchange Rates API to S3
Exchange Rates API to S3 Glue
Exchange Rates API to Snowflake Data Cloud
Exchange Rates API to Teradata

Tags

APIs