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 Close.com as a source connector (using Auth, or usually an API key)
- set up Postgres destination 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 Close.com
Close is the inside sales CRM of choice for startups and SMBs. Make more calls, send more emails and close more deals starting today. Close is the sales engagement CRM designed to assist SMBs to turn more leads into revenue. With Close, you can email, call, and text your leads without adding any additional features. Power Dialer and task reminders help you follow up more frequently and reach more leads.
What is Postgres destination
An object-relational database management system, PostgreSQL is able to handle a wide range of workloads, supports multiple standards, and is cross-platform, running on numerous operating systems including Microsoft Windows, Solaris, Linux, and FreeBSD. It is highly extensible, and supports more than 12 procedural languages, Spatial data support, Gin and GIST Indexes, and more. Many web, mobile, and analytics applications use PostgreSQL as the primary data warehouse or data store.
Prerequisites
- A Close.com account to transfer your customer data automatically from.
- A Postgres destination 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 Close.com and Postgres destination, for seamless data migration.
When using Airbyte to move data from Close.com to Postgres destination, it extracts data from Close.com using the source connector, converts it into a format Postgres destination can ingest using the provided schema, and then loads it into Postgres destination via the destination connector. This allows businesses to leverage their Close.com data for advanced analytics and insights within Postgres destination, simplifying the ETL process and saving significant time and resources.
Step 1: Set up Close.com 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 "Close.com" source connector and select "Create new connection."
3. Enter a name for the connection and click "Next."
4. Enter your Close.com API key and API secret in the appropriate fields.
5. Click "Test" to ensure that the connection is successful.
6. If the test is successful, click "Next" to proceed to the next step.
7. Select the tables you want to replicate from Close.com.
8. Choose the replication frequency and the initial replication start date.
9. Click "Create connection" to finalize the setup.
Once the connection is created, Airbyte will begin replicating data from Close.com according to the specified settings. You can monitor the progress of the replication in the "Connections" tab on the Airbyte platform. If you need to make changes to the connection settings, you can do so by clicking on the connection and selecting "Edit."
Step 2: Set up Postgres destination as a destination connector
Step 3: Set up a connection to sync your Close.com data to Postgres destination
Once you've successfully connected Close.com as a data source and Postgres destination 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 Close.com from the dropdown list of your configured sources.
- Select your destination: Choose Postgres destination 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 Close.com objects you want to import data from towards Postgres destination. 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 Close.com to Postgres destination according to your settings.
Remember, Airbyte keeps your data in sync at the frequency you determine, ensuring your Postgres destination data warehouse is always up-to-date with your Close.com data.
Use Cases to transfer your Close.com data to Postgres destination
Integrating data from Close.com to Postgres destination provides several benefits. Here are a few use cases:
- Advanced Analytics: Postgres destination’s powerful data processing capabilities enable you to perform complex queries and data analysis on your Close.com data, extracting insights that wouldn't be possible within Close.com alone.
- Data Consolidation: If you're using multiple other sources along with Close.com, syncing to Postgres destination 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: Close.com has limits on historical data. Syncing data to Postgres destination allows for long-term data retention and analysis of historical trends over time.
- Data Security and Compliance: Postgres destination provides robust data security features. Syncing Close.com data to Postgres destination ensures your data is secured and allows for advanced data governance and compliance management.
- Scalability: Postgres destination can handle large volumes of data without affecting performance, providing an ideal solution for growing businesses with expanding Close.com data.
- Data Science and Machine Learning: By having Close.com data in Postgres destination, you can apply machine learning models to your data for predictive analytics, customer segmentation, and more.
- Reporting and Visualization: While Close.com provides reporting tools, data visualization tools like Tableau, PowerBI, Looker (Google Data Studio) can connect to Postgres destination, providing more advanced business intelligence options. If you have a Close.com table that needs to be converted to a Postgres destination table, Airbyte can do that automatically.
Wrapping Up
To summarize, this tutorial has shown you how to:
- Configure a Close.com account as an Airbyte data source connector.
- Configure Postgres destination as a data destination connector.
- Create an Airbyte data pipeline that will automatically be moving data directly from Close.com to Postgres destination 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:
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 freeTalk to a data infrastructure expert
Get a free consultation with an Airbyte expert to significantly improve your data movement infrastructure.
Talk to salesImprove 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 newsletterRelated Syncs with Close.com