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:
- set up Google Webfonts as a source connector (using Auth, or usually an API key)
- set up Google PubSub 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 Google Webfonts
The Google Web Font service, which is an ever-growing depository of fonts, all are available to use for free on the web, through Open Source Licensing. Whilst it is not the only platform available to provide typefaces to your site, it does have the largest free selection out there. A web font is any font used in a website's design that isn't installed by default on the end user's device a counterpart to a system font.
What is Google PubSub
Google Pub/Sub is an asynchronous messaging service built to be both highly reliable and scalable. Based on a component of Google’s infrastructure, Pub/Sub offers the capabililty of sending more than 500 million messages (over 1 TB of data) per second.
Prerequisites
- A Google Webfonts account to transfer your customer data automatically from.
- A Google PubSub 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 Google Webfonts and Google PubSub, for seamless data migration.
When using Airbyte to move data from Google Webfonts to Google PubSub, it extracts data from Google Webfonts using the source connector, converts it into a format Google PubSub can ingest using the provided schema, and then loads it into Google PubSub via the destination connector. This allows businesses to leverage their Google Webfonts data for advanced analytics and insights within Google PubSub, simplifying the ETL process and saving significant time and resources.
Step 1: Set up Google Webfonts as a source connector
1. Go to the Google Fonts Developer API page and create a new project.
2. Once the project is created, go to the "Credentials" tab and click on "Create credentials".
3. Select "Service account key" and fill in the required information.
4. Choose the role "Project" and select "Editor" as the role.
5. Click on "Create" and download the JSON file that contains the credentials.
6. Go to Airbyte and click on "Sources" in the left-hand menu.
7. Click on "Create a new source" and select "Google Webfonts" from the list of available sources.
8. Enter a name for the source and upload the JSON file that contains the credentials.
9. Enter the project ID and the email address associated with the service account.
10. Click on "Test connection" to ensure that the source is connected successfully.
11. Once the connection is successful, click on "Create" to save the source.
12. You can now use the Google Webfonts source connector to extract data from your Google Fonts account and integrate it with other tools and platforms.
Step 2: Set up Google PubSub as a destination connector
1. Go to the Airbyte website and log in to your account.
2. Click on the "Destinations" tab on the left-hand side of the screen.
3. Scroll down until you find the "Google Sheets" destination connector and click on it.
4. Click on the "Create Destination" button.
5. Enter a name for your destination and click on the "Create" button.
6. You will be redirected to the Google Sheets authorization page. Sign in to your Google account if you haven't already.
7. Click on the "Allow" button to grant Airbyte access to your Google Sheets account.
8. Select the Google Sheets spreadsheet you want to use as your destination.
9. Choose the sheet you want to use as your destination table.
10. Map the fields from your source connector to the corresponding columns in your destination table.
11. Click on the "Save & Test" button to test your connection.
12. If the test is successful, click on the "Activate" button to start syncing your data to your Google Sheets destination.
Step 3: Set up a connection to sync your Google Webfonts data to Google PubSub
Once you've successfully connected Google Webfonts as a data source and Google PubSub 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 Google Webfonts from the dropdown list of your configured sources.
- Select your destination: Choose Google PubSub 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 Google Webfonts objects you want to import data from towards Google PubSub. 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 Google Webfonts to Google PubSub according to your settings.
Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Google PubSub data warehouse is always up-to-date with your Google Webfonts data.
Use Cases to transfer your Google Webfonts data to Google PubSub
Integrating data from Google Webfonts to Google PubSub provides several benefits. Here are a few use cases:
- Advanced Analytics: Google PubSub’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Google Webfonts data, extracting insights that wouldn't be possible within Google Webfonts alone.
- Data Consolidation: If you're using multiple other sources along with Google Webfonts, syncing to Google PubSub 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: Google Webfonts has limits on historical data. Syncing data to Google PubSub allows for long-term data retention and analysis of historical trends over time.
- Data Security and Compliance: Google PubSub provides robust data security features. Syncing Google Webfonts data to Google PubSub ensures your data is secured and allows for advanced data governance and compliance management.
- Scalability: Google PubSub can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Google Webfonts data.
- Data Science and Machine Learning: By having Google Webfonts data in Google PubSub, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
- Reporting and Visualization: While Google Webfonts provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Google PubSub, providing more advanced business intelligence options. If you have a Google Webfonts table that needs to be converted to a Google PubSub table, Airbyte can do that automatically.
Wrapping Up
To summarize, this tutorial has shown you how to:
- Configure a Google Webfonts account as an Airbyte data source connector.
- Configure Google PubSub as a data destination connector.
- Create an Airbyte data pipeline that will automatically be moving data directly from Google Webfonts to Google PubSub 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!
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