How to load data from Public Apis to S3

Learn how to use Airbyte to synchronize your Public Apis data into S3 within minutes.

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Set up a Public Apis connector in Airbyte

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

Set up S3 for your extracted Public Apis data

Select S3 where you want to import data from your Public Apis source to. You can also choose other cloud data warehouses, databases, data lakes, vector databases, or any other supported Airbyte destinations.

Configure the Public Apis to S3 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.
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How to Sync Public Apis to S3 Manually

How to Sync Public Apis to S3 Manually - Method 2

FAQs

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.

Public API connector permits users the flexibility to connect to any existing REST API and quickly abstract the necessary data. The API Connector also permits you to connect to almost any external API from Bubble. It provides Azure Active Directory with the information needed to call the API endpoint by defining the HTTP endpoint URL and authentication for the API call. API Connector is a dynamic, comfortable-to-use extension that pulls data from any API into Google Sheets.

Public APIs provide access to a wide range of data, including:  
1. Weather data: Public APIs provide access to real-time weather data, including temperature, humidity, wind speed, and precipitation.  
2. Financial data: Public APIs provide access to financial data, including stock prices, exchange rates, and economic indicators.  
3. Social media data: Public APIs provide access to social media data, including user profiles, posts, and comments.  
4. Geographic data: Public APIs provide access to geographic data, including maps, geocoding, and routing.  
5. Government data: Public APIs provide access to government data, including census data, crime statistics, and public health data.  
6. News data: Public APIs provide access to news data, including headlines, articles, and trending topics.  
7. Sports data: Public APIs provide access to sports data, including scores, schedules, and player statistics.  
8. Entertainment data: Public APIs provide access to entertainment data, including movie and TV show information, music data, and gaming data.  

Overall, Public APIs provide access to a vast array of data, making it easier for developers to build applications and services that leverage this data to create innovative solutions.

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 Public API to S3 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 Public API to S3 and how frequently
You can choose to self-host the pipeline using Airbyte Open Source or have it managed for you with Airbyte Cloud. 

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.

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.

What should you do next?

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

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Connectors Used

Public Apis
S3

Related Syncs with Public Apis

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

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APIs
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Warehouses and Lakes
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How to load data from Public Apis to S3

Learn how to use Airbyte to synchronize your Public Apis data into S3 within minutes.

TL;DR
What is Public Apis
What is S3
Prerequisites
Step 1: Setup Public Apis
Step 2: Setup S3
Step 3: Setup a connectionUse CasesWrapping Up
Example H2
Example H3

Sync data between Public Apis and S3

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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 Public Apis as a source connector (using Auth, or usually an API key)
  2. set up S3 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 Public Apis

Public API connector permits users the flexibility to connect to any existing REST API and quickly abstract the necessary data. The API Connector also permits you to connect to almost any external API from Bubble. It provides Azure Active Directory with the information needed to call the API endpoint by defining the HTTP endpoint URL and authentication for the API call. API Connector is a dynamic, comfortable-to-use extension that pulls data from any API into Google Sheets.

What is S3

Amazon S3 (Simple Storage Service) is a cloud-based object storage service provided by Amazon Web Services (AWS). It is designed to store and retrieve any amount of data from anywhere on the web. S3 is highly scalable, secure, and durable, making it an ideal solution for businesses of all sizes. S3 allows users to store and retrieve data in the form of objects, which can be up to 5 terabytes in size. These objects can be accessed through a web interface or through APIs, making it easy to integrate with other AWS services or third-party applications. S3 also offers a range of features, including versioning, lifecycle policies, and access control, which allow users to manage their data effectively. It also provides high availability and durability, ensuring that data is always accessible and protected against data loss. Overall, S3 is a powerful and flexible tool that enables businesses to store and manage their data in a secure and scalable way, making it an essential component of many cloud-based applications and services.

Integrate Public Apis with S3 in minutes

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Prerequisites

  1. A Public Apis account to transfer your customer data automatically from.
  2. A S3 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 Public Apis and S3, for seamless data migration.

When using Airbyte to move data from Public Apis to S3, it extracts data from Public Apis using the source connector, converts it into a format S3 can ingest using the provided schema, and then loads it into S3 via the destination connector. This allows businesses to leverage their Public Apis data for advanced analytics and insights within S3, simplifying the ETL process and saving significant time and resources.

Step 1: Set up Public Apis as a source connector

1. Open the Airbyte platform and navigate to the "Sources" tab on the left-hand side of the screen.
2. Click on the "Public API" source connector and select "Create new connection."
3. Enter a name for your connection and click "Next."
4. In the "Configuration" tab, enter the base URL for the API you want to connect to.
5. If your API requires authentication, select the appropriate authentication method (e.g. OAuth2, API key, etc.) and enter the necessary credentials.
6. If your API requires additional headers or parameters, add them in the "Advanced" section.
7. Test the connection to ensure that the API is properly configured and that Airbyte can access it.
8. Once the connection is successful, select the data you want to replicate and configure any necessary settings (e.g. scheduling, schema mapping, etc.).
9. Save the connection and run a sync to start replicating data from your API to your destination.

Step 2: Set up S3 as a destination connector

1. Log in to your Airbyte account and navigate to the "Destinations" tab on the left-hand side of the screen.

2. Click on the "Add Destination" button and select "S3" from the list of available connectors.

3. Enter your AWS access key ID and secret access key in the appropriate fields. If you don't have these credentials, you can generate them in the AWS console.

4. Choose the AWS region where you want to store your data.

5. Enter the name of the S3 bucket where you want to store your data. If the bucket doesn't exist yet, you can create it in the AWS console.

6. Choose the format in which you want to store your data (e.g. CSV, JSON, Parquet).

7. Configure any additional settings, such as compression or encryption, if desired.

8. Test the connection to ensure that Airbyte can successfully connect to your S3 bucket.

9. Save your settings and start syncing data from your source connectors to your S3 destination.

Step 3: Set up a connection to sync your Public Apis data to S3

Once you've successfully connected Public Apis as a data source and S3 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 Public Apis from the dropdown list of your configured sources.
  3. Select your destination: Choose S3 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 Public Apis objects you want to import data from towards S3. 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 Public Apis to S3 according to your settings.

Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your S3 data warehouse is always up-to-date with your Public Apis data.

Use Cases to transfer your Public Apis data to S3

Integrating data from Public Apis to S3 provides several benefits. Here are a few use cases:

  1. Advanced Analytics: S3’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Public Apis data, extracting insights that wouldn't be possible within Public Apis alone.
  2. Data Consolidation: If you're using multiple other sources along with Public Apis, syncing to S3 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: Public Apis has limits on historical data. Syncing data to S3 allows for long-term data retention and analysis of historical trends over time.
  4. Data Security and Compliance: S3 provides robust data security features. Syncing Public Apis data to S3 ensures your data is secured and allows for advanced data governance and compliance management.
  5. Scalability: S3 can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Public Apis data.
  6. Data Science and Machine Learning: By having Public Apis data in S3, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
  7. Reporting and Visualization: While Public Apis provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to S3, providing more advanced business intelligence options. If you have a Public Apis table that needs to be converted to a S3 table, Airbyte can do that automatically.

Wrapping Up

To summarize, this tutorial has shown you how to:

  1. Configure a Public Apis account as an Airbyte data source connector.
  2. Configure S3 as a data destination connector.
  3. Create an Airbyte data pipeline that will automatically be moving data directly from Public Apis to S3 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

Public Apis
S3

Related Syncs with Public Apis

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

Public Apis
S3

Related Syncs with Public Apis

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

Tags

APIs

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Frequently Asked Questions

What data can you extract from Public Apis?

Public APIs provide access to a wide range of data, including:  
1. Weather data: Public APIs provide access to real-time weather data, including temperature, humidity, wind speed, and precipitation.  
2. Financial data: Public APIs provide access to financial data, including stock prices, exchange rates, and economic indicators.  
3. Social media data: Public APIs provide access to social media data, including user profiles, posts, and comments.  
4. Geographic data: Public APIs provide access to geographic data, including maps, geocoding, and routing.  
5. Government data: Public APIs provide access to government data, including census data, crime statistics, and public health data.  
6. News data: Public APIs provide access to news data, including headlines, articles, and trending topics.  
7. Sports data: Public APIs provide access to sports data, including scores, schedules, and player statistics.  
8. Entertainment data: Public APIs provide access to entertainment data, including movie and TV show information, music data, and gaming data.  

Overall, Public APIs provide access to a vast array of data, making it easier for developers to build applications and services that leverage this data to create innovative solutions.

What data can you transfer to S3?

You can transfer a wide variety of data to S3. 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 Public Apis to S3?

The most prominent ETL tools to transfer data from Public Apis to S3 include:

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

These tools help in extracting data from Public Apis and various sources (APIs, databases, and more), transforming it efficiently, and loading it into S3 and other databases, data warehouses and data lakes, enhancing data management capabilities.