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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.
Xero is the online accounting software for your business which connects you to your accountant, bank, bookkeeper, and other business apps. Xero is an well known accounting system that have designed for small and growing businesses with their trusted advisors. You don't need to have an accounting degree to use the Xero Accounting app for a small business owner. It is also a cloud-based small business accounting software having tools for managing bank reconciliation, inventory, invoicing, purchasing, expenses.
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.
Xero is the online accounting software for your business which connects you to your accountant, bank, bookkeeper, and other business apps. Xero is an well known accounting system that have designed for small and growing businesses with their trusted advisors. You don't need to have an accounting degree to use the Xero Accounting app for a small business owner. It is also a cloud-based small business accounting software having tools for managing bank reconciliation, inventory, invoicing, purchasing, expenses.
Google Sheets is a cloud-based spreadsheet tool that allows users to create, edit, and share spreadsheets online. It is a part of the Google Drive suite of productivity tools and is accessible from any device with an internet connection. Google Sheets offers a range of features that make it a powerful tool for data analysis, project management, and collaboration. Users can create and format spreadsheets, add formulas and functions, and create charts and graphs to visualize data. Google Sheets also allows users to collaborate in real-time, making it easy to work on projects with others. Users can share spreadsheets with specific people or make them public, and can control who has access to edit or view the document. Additionally, Google Sheets integrates with other Google tools such as Google Forms, allowing users to collect data and automatically populate it into a spreadsheet. Overall, Google Sheets is a versatile and user-friendly tool that can be used for a variety of tasks, from simple calculations to complex data analysis.
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. You will be redirected back to the Airbyte website. Select the Google Sheets destination you just created from the list of destinations.
9. Enter the name of the spreadsheet you want to use as your destination and select the worksheet you want to use.
10. Click on the "Test" button to make sure the connection is working properly.
11. If the test is successful, click on the "Save" button to save your destination settings.
12. You can now use the Google Sheets destination connector to transfer data from your source to your Google Sheets destination.
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:
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 Xero as a source connector (using Auth, or usually an API key)
- set up Google Sheets 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 Xero
Xero is the online accounting software for your business which connects you to your accountant, bank, bookkeeper, and other business apps. Xero is an well known accounting system that have designed for small and growing businesses with their trusted advisors. You don't need to have an accounting degree to use the Xero Accounting app for a small business owner. It is also a cloud-based small business accounting software having tools for managing bank reconciliation, inventory, invoicing, purchasing, expenses.
What is Google Sheets
Google Sheets is a cloud-based spreadsheet tool that allows users to create, edit, and share spreadsheets online. It is a part of the Google Drive suite of productivity tools and is accessible from any device with an internet connection. Google Sheets offers a range of features that make it a powerful tool for data analysis, project management, and collaboration. Users can create and format spreadsheets, add formulas and functions, and create charts and graphs to visualize data. Google Sheets also allows users to collaborate in real-time, making it easy to work on projects with others. Users can share spreadsheets with specific people or make them public, and can control who has access to edit or view the document. Additionally, Google Sheets integrates with other Google tools such as Google Forms, allowing users to collect data and automatically populate it into a spreadsheet. Overall, Google Sheets is a versatile and user-friendly tool that can be used for a variety of tasks, from simple calculations to complex data analysis.
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Prerequisites
- A Xero account to transfer your customer data automatically from.
- A Google Sheets 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 Xero and Google Sheets, for seamless data migration.
When using Airbyte to move data from Xero to Google Sheets, it extracts data from Xero using the source connector, converts it into a format Google Sheets can ingest using the provided schema, and then loads it into Google Sheets via the destination connector. This allows businesses to leverage their Xero data for advanced analytics and insights within Google Sheets, simplifying the ETL process and saving significant time and resources.
Methods to Move Data From Xero to google sheets
- Method 1: Connecting Xero to google sheets using Airbyte.
- Method 2: Connecting Xero to google sheets manually.
Method 1: Connecting Xero to google sheets using Airbyte
Step 1: Set up Xero as a source connector
1. First, navigate to the Xero source connector page on Airbyte.com.
2. Click on the "Add Source" button to begin the process of adding your Xero credentials.
3. Enter a name for your Xero source connector.
4. In the "OAuth2 Credentials" section, click on the "Connect to Xero" button.
5. You will be redirected to the Xero login page. Enter your Xero credentials and click "Login".
6. Once you have logged in, you will be asked to authorize Airbyte to access your Xero data. Click "Allow access".
7. You will be redirected back to the Airbyte Xero source connector page. Your OAuth2 credentials should now be filled in automatically.
8. In the "Connection Configuration" section, enter the name of your organization as it appears in Xero.
9. Click on the "Test" button to ensure that your credentials are working properly.
10. If the test is successful, click on the "Create" button to save your Xero source connector.
Once you have successfully added your Xero source connector, you can use it to extract data from your Xero account and integrate it with other tools and platforms.
Step 2: Set up Google Sheets 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. You will be redirected back to the Airbyte website. Select the Google Sheets destination you just created from the list of destinations.
9. Enter the name of the spreadsheet you want to use as your destination and select the worksheet you want to use.
10. Click on the "Test" button to make sure the connection is working properly.
11. If the test is successful, click on the "Save" button to save your destination settings.
12. You can now use the Google Sheets destination connector to transfer data from your source to your Google Sheets destination.
Step 3: Set up a connection to sync your Xero data to Google Sheets
Once you've successfully connected Xero as a data source and Google Sheets 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 Xero from the dropdown list of your configured sources.
- Select your destination: Choose Google Sheets 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 Xero objects you want to import data from towards Google Sheets. 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 Xero to Google Sheets according to your settings.
Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Google Sheets data warehouse is always up-to-date with your Xero data.
Method 2: Connecting Xero to google sheets manually
Moving data from Xero to Google Sheets without using third-party connectors or integrations requires using Xero's API and Google Sheets API. This process involves several steps, including setting up API access on both platforms, writing a script to fetch data from Xero and push it to Google Sheets, and scheduling the script to run periodically if you need regular updates. This guide assumes you have a developer background and are comfortable with programming concepts and using APIs.
Step 1: Register an App in Xero
1. Create a Xero Account: If you don't already have one, sign up for a Xero account.
2. Register a New App: Go to [Xero Developer](https://developer.xero.com/), sign in, and navigate to "My Apps". Create a new app to obtain the API credentials you'll need for authentication.
3. Set the OAuth Callback URL: If you are creating a private application, you will not need a callback URL. For public and partner applications, set the OAuth callback URL to a URL you can handle responses on.
4. Generate API Credentials: Once your app is created, note down your Consumer Key and Consumer Secret (for OAuth 1.0a) or your Client ID and Client Secret (for OAuth 2.0).
Step 2: Set up Google Sheets API Access
1. Create a Google Cloud Project: Go to the [Google Cloud Console](https://console.cloud.google.com/), create a new project, and enable the Google Sheets API for that project.
2. Create Credentials: In the APIs & Services > Credentials area, create credentials for a service account. Download the JSON file which contains your service account's private key and store it securely.
3. Share Your Sheet: Share the Google Sheet where you want to import data with the email address of your service account.
Step 3: Write the Script
You can choose to write your script in a language you're comfortable with. For this guide, we'll use Python as an example.
1. Set Up Your Development Environment: Install the necessary libraries for both Xero and Google Sheets APIs. For Python, you would install `requests` or `xero-python` for Xero API and `gspread` and `oauth2client` for Google Sheets API.
```bash
pip install requests xero-python gspread oauth2client
```
2. Authenticate with Xero: Use the credentials obtained from Xero to authenticate. With OAuth 2.0, you'll need to follow the authorization flow to get an access token.
3. Authenticate with Google Sheets: Use the service account JSON file to authenticate with Google Sheets using `gspread`.
4. Fetch Data from Xero: Use the Xero API to fetch the data you need. The Xero API documentation will be helpful to find the correct endpoints and data formats.
5. Format the Data: Once you have the data from Xero, format it as needed to fit the structure of your Google Sheet.
6. Update Google Sheets: Use the `gspread` library to select the Google Sheet and the specific range you want to update, then push the formatted data to the sheet.
Step 4: Schedule the Script
If you require the data to be updated periodically:
1. Local Scheduling: Use cron jobs (Linux/macOS) or Task Scheduler (Windows) to run your script at set intervals.
2. Cloud Functions: Alternatively, deploy your script to a cloud service like AWS Lambda, Google Cloud Functions, or Azure Functions, and set a trigger for the desired interval.
Step 5: Monitor and Maintain
1. Logging: Implement logging in your script to catch and record any errors or issues that occur.
2. Testing: Regularly test the script to ensure it's working as expected, especially after any updates to the Xero or Google Sheets APIs.
Example Script Outline (Python)
```python
import xero_python
import gspread
from oauth2client.service_account import ServiceAccountCredentials
# Authenticate with Xero
xero_client = xero_python.XeroClient(...) # Fill in with your Xero credentials
# Authenticate with Google Sheets
scope = ['https://spreadsheets.google.com/feeds', 'https://www.googleapis.com/auth/drive']
creds = ServiceAccountCredentials.from_json_keyfile_name('service-account.json', scope)
client = gspread.authorize(creds)
sheet = client.open("Your Sheet Name").sheet1
# Fetch data from Xero
invoices = xero_client.invoices.get()
# Format data for Google Sheets
data_to_insert = [[invoice['InvoiceNumber'], invoice['Total']] for invoice in invoices]
# Update Google Sheets
sheet.update("A2", data_to_insert) # Update range accordingly
```
Remember that this is a simplified example. You'll need to handle pagination, error checking, and other API specifics in your actual script.
By following these steps and using the provided script outline as a starting point, you should be able to move data from Xero to Google Sheets without third-party connectors or integrations.
Use Cases to transfer your Xero data to Google Sheets
Integrating data from Xero to Google Sheets provides several benefits. Here are a few use cases:
- Advanced Analytics: Google Sheets’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Xero data, extracting insights that wouldn't be possible within Xero alone.
- Data Consolidation: If you're using multiple other sources along with Xero, syncing to Google Sheets 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: Xero has limits on historical data. Syncing data to Google Sheets allows for long-term data retention and analysis of historical trends over time.
- Data Security and Compliance: Google Sheets provides robust data security features. Syncing Xero data to Google Sheets ensures your data is secured and allows for advanced data governance and compliance management.
- Scalability: Google Sheets can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Xero data.
- Data Science and Machine Learning: By having Xero data in Google Sheets, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
- Reporting and Visualization: While Xero provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Google Sheets, providing more advanced business intelligence options. If you have a Xero table that needs to be converted to a Google Sheets table, Airbyte can do that automatically.
Wrapping Up
To summarize, this tutorial has shown you how to:
- Configure a Xero account as an Airbyte data source connector.
- Configure Google Sheets as a data destination connector.
- Create an Airbyte data pipeline that will automatically be moving data directly from Xero to Google Sheets 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:
Ready to get started?
Frequently Asked Questions
What should you do next?
Hope you enjoyed the reading. Here are the 3 ways we can help you in your data journey: