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Load JotForm Data to a Database Using Embulk
Use CData JDBC drivers with the open source ETL/ELT tool Embulk to load JotForm data to a database.
Embulk is an open source bulk data loader. When paired with the CData API Driver for JDBC, Embulk easily loads data from JotForm to any supported destination. In this article, we explain how to use the CData API Driver for JDBC in Embulk to load JotForm data to a MySQL dtabase.
With built-in optimized data processing, the CData JDBC Driver offers unmatched performance for interacting with live JotForm data. When you issue complex SQL queries to JotForm, the driver pushes supported SQL operations, like filters and aggregations, directly to JotForm and utilizes the embedded SQL engine to process unsupported operations client-side (often SQL functions and JOIN operations).
Configure a JDBC Connection to JotForm Data
Before creating a bulk load job in Embulk, note the installation location for the JAR file for the JDBC Driver (typically C:\Program Files\CData\CData API Driver for JDBC\lib).
Embulk supports JDBC connectivity, so you can easily connect to JotForm and execute SQL queries. Before creating a bulk load job, create a JDBC URL for authenticating with JotForm.
Start by setting the Profile connection property to the location of the JotForm Profile on disk (e.g. C:\profiles\JotForm.apip). Next, set the ProfileSettings connection property to the connection string for JotForm (see below).
JotForm API Profile Settings
You will need to find your JotForm API Key in order to authenticate. To obtain an API Key, go to 'My Account' > 'API Section' > 'Create a New API Key'. Once you've created your new API Key, you can set it in the ProfileSettings connection property.
Custom Enterprise API Domains
Enterprise customers of JotForm are given custom API domains to connect to, rather than the default 'api.jotform.com' domain. If you are an enterprise JotForm customer, then set Domain to you custom API hostname, such as 'your-domain.com' or 'subdomain.jotform.com', inside the ProfileSettings connection property. Conversely, if you do not have a custom domain and still need to connect to 'api.jotform.com', then leave Domain undefined and set only APIKey.
Built-in Connection String Designer
For assistance in constructing the JDBC URL, use the connection string designer built into the JotForm JDBC Driver. Either double-click the JAR file or execute the jar file from the command-line.
java -jar cdata.jdbc.api.jar
Fill in the connection properties and copy the connection string to the clipboard.
Below is a typical JDBC connection string for JotForm:
jdbc:api:Profile=C:\profiles\JotForm.apip;ProfileSettings='APIKey=my_api_key;Domain=my_custom_domain';
Load JotForm Data in Embulk
After installing the CData JDBC Driver and creating a JDBC connection string, install the required Embulk plugins.
Install Embulk Input & Output Plugins
- Install the JDBC Input Plugin in Embulk.
https://github.com/embulk/embulk-input-jdbc/tree/master/embulk-input-jdbc - In this article, we use MySQL as the destination database. You can also choose SQL Server, PostgreSQL, or Google BigQuery as the destination using the output Plugins.
https://github.com/embulk/embulk-output-jdbc/tree/master/embulk-output-mysqlembulk gem install embulk-output-mysql
embulk gem install embulk-input-jdbc
With the input and output plugins installed, we are ready to load JotForm data into MySQL using Embulk.
Create a Job to Load JotForm Data
Start by creating a config file in Embulk, using a name like api-mysql.yml.
- For the input plugin options, use the CData API Driver for JDBC, including the path to the driver JAR file, the driver class (e.g. cdata.jdbc.api.APIDriver), and the JDBC URL from above
- For the output plugin options, use the values and credentials for the MySQL database
Sample Config File (api-mysql.yml)
in:
type: jdbc
driver_path: C:\Program Files\CData[product_name] 20xx\lib\cdata.jdbc.api.jar
driver_class: cdata.jdbc.api.APIDriver
url: jdbc:api:Profile=C:\profiles\JotForm.apip;ProfileSettings='APIKey=my_api_key;Domain=my_custom_domain';
table: "Forms"
out:
type: mysql
host: localhost
database: DatabaseName
user: UserId
password: UserPassword
table: "Forms"
mode: insert
After creating the file, run the Embulk job.
embulk run api-mysql.yml
After running the the Embulk job, find the Salesforce data in the MySQL table.
Load Filtered JotForm Data
In addition to loading data directly from a table, you can use a custom SQL query to have more granular control of the data loaded. You can also perform increment loads by setting a last updated column in a SQL WHERE clause in the query field.
in:
type: jdbc
driver_path: C:\Program Files\CData[product_name] 20xx\lib\cdata.jdbc.api.jar
driver_class: cdata.jdbc.api.APIDriver
url: jdbc:api:Profile=C:\profiles\JotForm.apip;ProfileSettings='APIKey=my_api_key;Domain=my_custom_domain';
query: "SELECT Id, Title FROM Forms WHERE [RecordId] = 1"
out:
type: mysql
host: localhost
database: DatabaseName
user: UserId
password: UserPassword
table: "Forms"
mode: insert
More Information & Free Trial
By using CData API Driver for JDBC as a connector, Embulk can integrate JotForm data into your data load jobs. And with drivers for more than 200+ other enterprise sources, you can integrate any enterprise SaaS, big data, or NoSQL source as well. Download a 30-day free trial and get started today.
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