Building a Custom API Connector for Power BI
In this article you will learn how to integrate Using Custom API Connector you will be able to connect, read, and write data from within Power BI. Follow the steps below to see how we would accomplish that. The driver mentioned above is part of ODBC PowerPack which is a collection of high-performance Drivers for various API data source (i.e. REST API, JSON, XML, CSV, Amazon S3 and many more). Using familiar SQL query language you can make live connections and read/write data from API sources or JSON / XML / CSV Files inside SQL Server (T-SQL) or your favorite Reporting (i.e. Power BI, Tableau, Qlik, SSRS, MicroStrategy, Excel, MS Access), ETL Tools (i.e. Informatica, Talend, Pentaho, SSIS). You can also call our drivers from programming languages such as JAVA, C#, Python, PowerShell etc. If you are new to ODBC and ZappySys ODBC PowerPack then check the following links to get started. |
Connect to Custom API Connector in other apps
|
Video Tutorial - Integrate Custom API data in Power BI
This video covers following and more so watch carefully. After watching this video follow the steps described in this article.
- How to download / install required driver for
Custom API integration in Power BI - How to configure connection for
Custom API - Features about
API Driver (Authentication / Query Language / Examples / Driver UI) - Using
Custom API Connection in Power BI
Create ODBC Data Source (DSN) based on ZappySys API Driver
Step-by-step instructions
To get data from Custom API using Power BI we first need to create a DSN (Data Source) which will access data from Custom API. We will later be able to read data using Power BI. Perform these steps:
-
Install ZappySys ODBC PowerPack.
-
Open ODBC Data Sources (x64):
-
Create a User Data Source (User DSN) based on ZappySys JSON Driver
ZappySys JSON Driver -
When the Configuration window appears give your data source a name if you haven't done that already. Then set the path to your created Custom API Connector (in the example below, we use Hello-World Connector). Finally, click Continue >> to proceed:
-
Now it's time to configure the Connection Manager. Select Authentication Type, e.g. Token Authentication. Then select API Base URL (in most cases, the default one is the right one). Check your Custom API reference for more information on how to authenticate.
-
Once the data source has been configured, you can preview data. Select the Preview tab and use settings similar to the following to preview data:
-
Click OK to finish creating the data source.
Video instructions
Read Custom API Connector data in Power BI using ODBC
-
Once you open Power BI Desktop click Get Data to get data from ODBC:
-
A window opens, and then search for "odbc" to get data from ODBC data source:
-
Another window opens and asks to select a Data Source we already created. Choose CustomApiConnectorDSN and continue:
CustomApiConnectorDSN -
Most likely, you will be asked to authenticate to a newly created DSN. Just select Windows authentication option together with Use my current credentials option:
CustomApiConnectorDSN -
Finally, you will be asked to select a table or view to get data from. Select one and load the data!
-
Finally, finally, use extracted data from Custom API Connector in a Power BI report:
Import Custom API Connector data into Power BI from SQL Query
If you wish to import Custom API Connector data from SQL query rather than selecting table name then you can use advanced options during import steps (as below). After selecting DSN you can click on advanced options to see SQL Query editor.
If you type invalid SQL, Power BI may revert to table mode rather than import from Query. Make sure you do not use "$"
it as a table name in SELECT...FROM $
. You can use "_root_"
instead (e.g., SELECT .. FROM _root_). Consider using Custom Object to wrap custom SQL in a Virtual Table. This way, you can see a virtual table in Table mode where you can import multiple objects using the same connection rather than creating a new connection for each custom SQL.
Edit Query / Using Parameters in Power BI (Dynamic Query)
let
vKey=paraAPIKey,
Source = Odbc.Query(
"dsn=ZS-OData Customers",
"SELECT * FROM value WITH (SRC='http://httpbin.org/post',"
& "METHOD='POST',"
& "HEADER='Content-Type:application/json',"
& "BODY=@'{""CallerId"":1111, ""ApiKey"":""" & vKey & """}')")
in
Source
Edit Query Settings after Import
There will be a time you need to change initial Query after dataset import in Power BI. Not to worry, just follow these steps to edit your SQL.
Using DirectQuery Option rather than Import
So far we have seen how to Import Custom API Connector data into Power BI but what if you have too much data and you dont want to import but link it. Power BI Offers very useful feature for this scenario. Its called DirectQuery Option. In this section we will explore how to use DirectQuery along with ZappySys Drivers. Out of the box ZappySys Drivers wont work in ODBC Connection Mode so you have to use SQL Server Connection rather than ODBC if you wish to use Live data using DirectQuery option. See below step by step instructions to enable DirectQuery mode in Power BI for Custom API Connector data. Basically we will use ZappySys Data Gateway its part of ODBC PowerPack. We will then use Linked Server in SQL Server to Link API Service and then we will issue OPENROWSET queries from Power BI to SQL Server and it will then call Custom API Connector via ZappySys Data Gateway.Step-By-Step - How to query Custom API Connector API in SQL Server
- First read this article carefully, How to query Custom API Connector API in SQL Server.
- Once linked server is configured we are ready to issue API query in Power BI.
- Click Get Data in Power BI, select SQL Server Database
- Enter your server name and any database name
- Select Mode as DirectQuery
-
Click on Advanced and enter query like below (we are assuming you have created Custom API Connector Data Source in Data Gateway and defined linked server (Change name below).
Select * from OPENQUERY([CUSTOM API CONNECTOR_LINKED_SERVER],'SELECT * FROM Customers')
- Click OK and Load data ... That's it. Now your Custom API Connector API data is linked rather than imported.
Working with Gateways in Power BI (Schedule Import)
If the data needs to be updated, it is necessary to create a gateway on-premises. In this new section, we will install a Power BI Gateway and in the next section schedule it to update the Custom API Connector information.- In the last section, we Published the report. Power BI may ask you to SIGN IN.
- Select the Workspace and select Datasets
- Right-click the report and select Settings.
- The system will ask for a Gateway. Stay here.
-
Use the following link to install a Data Gateway:
https://docs.microsoft.com/en-us/power-bi/service-gateway-onprem
- Run the installer and press Next
- Select the option On-premises data gateway (recommended). This option allows access to multiple users and can be used by more applications than Power BI.
- The installer will show a warning message.
- Select the path to install and check the I accept the terms.
- Specify the email address to use the gateway.
- After entering the email, write the gateway name and a recovery key. Make sure to confirm the recovery key.
Manage gateways and configure the schedule
Once that the gateway is installed we will configure it and add the connection strings.- The next step is to go to manage gateway
- In order to get the connection string, we will need the connection string of the ZappySys API Driver. In the first section of this post, we explained how to configure it. Press Copy Connection String
- Once that the data is copied, add a New data Source. In Data Source Name, enter the Data Source Name of the ZappySys API Driver in step 13 and in Data Source Type, select ODBC. In connection string copy and paste from the clipboard of the step 13 and press Add.
- Once added the gateway. You can see the schedule refresh to On and Add another time to add the time where you want to refresh the data.
Advanced topics
Create Custom Stored Procedure in ZappySys Driver
You can create procedures to encapsulate custom logic and then only pass handful parameters rather than long SQL to execute your API call.
Steps to create Custom Stored Procedure in ZappySys Driver. You can insert Placeholders anywhere inside Procedure Body. Read more about placeholders here
-
Go to Custom Objects Tab and Click on Add button and Select Add Procedure:
-
Enter the desired Procedure name and click on OK:
-
Select the created Stored Procedure and write the your desired stored procedure and Save it and it will create the custom stored procedure in the ZappySys Driver:
Here is an example stored procedure for ZappySys Driver. You can insert Placeholders anywhere inside Procedure Body. Read more about placeholders here
CREATE PROCEDURE [usp_get_orders] @fromdate = '<<yyyy-MM-dd,FUN_TODAY>>' AS SELECT * FROM Orders where OrderDate >= '<@fromdate>';
-
That's it now go to Preview Tab and Execute your Stored Procedure using Exec Command. In this example it will extract the orders from the date 1996-01-01:
Exec usp_get_orders '1996-01-01';
-
Let's generate the SQL Server Query Code to make the API call using stored procedure. Go to Code Generator Tab, select language as SQL Server and click on Generate button the generate the code.
As we already created the linked server for this Data Source, in that you just need to copy the Select Query and need to use the linked server name which we have apply on the place of [MY_API_SERVICE] placeholder.
SELECT * FROM OPENQUERY([MY_API_SERVICE], 'EXEC usp_get_orders @fromdate=''1996-07-30''')
-
Now go to SQL served and execute that query and it will make the API call using stored procedure and provide you the response.
Create Custom Virtual Table in ZappySys Driver
ZappySys API Drivers support flexible Query language so you can override Default Properties you configured on Data Source such as URL, Body. This way you don't have to create multiple Data Sources if you like to read data from multiple EndPoints. However not every application support supplying custom SQL to driver so you can only select Table from list returned from driver.
If you're dealing with Microsoft Access and need to import data from an SQL query, it's important to note that Access doesn't allow direct import of SQL queries. Instead, you can create custom objects (Virtual Tables) to handle the import process.
Many applications like MS Access, Informatica Designer wont give you option to specify custom SQL when you import Objects. In such case Virtual Table is very useful. You can create many Virtual Tables on the same Data Source (e.g. If you have 50 URLs with slight variations you can create virtual tables with just URL as Parameter setting.
-
Go to Custom Objects Tab and Click on Add button and Select Add Table:
-
Enter the desired Table name and click on OK:
-
And it will open the New Query Window Click on Cancel to close that window and go to Custom Objects Tab.
-
Select the created table, Select Text Type AS SQL and write the your desired SQL Query and Save it and it will create the custom table in the ZappySys Driver:
Here is an example SQL query for ZappySys Driver. You can insert Placeholders also. Read more about placeholders here
SELECT "ShipCountry", "OrderID", "CustomerID", "EmployeeID", "OrderDate", "RequiredDate", "ShippedDate", "ShipVia", "Freight", "ShipName", "ShipAddress", "ShipCity", "ShipRegion", "ShipPostalCode" FROM "Orders" Where "ShipCountry"='USA'
-
That's it now go to Preview Tab and Execute your custom virtual table query. In this example it will extract the orders for the USA Shipping Country only:
SELECT * FROM "vt__usa_orders_only"
-
Let's generate the SQL Server Query Code to make the API call using stored procedure. Go to Code Generator Tab, select language as SQL Server and click on Generate button the generate the code.
As we already created the linked server for this Data Source, in that you just need to copy the Select Query and need to use the linked server name which we have apply on the place of [MY_API_SERVICE] placeholder.
SELECT * FROM OPENQUERY([MY_API_SERVICE], 'EXEC [usp_get_orders] ''1996-01-01''')
-
Now go to SQL served and execute that query and it will make the API call using stored procedure and provide you the response.
Conclusion
In this article we discussed how to connect to Custom API in Power BI and integrate data without any coding. Click here to Download Custom API Connector for Power BI and try yourself see how easy it is. If you still have any question(s) then ask here or simply click on live chat icon below and ask our expert (see bottom-right corner of this page).
Download Custom API Connector for Power BI
Documentation
More integrations
Other application integration scenarios for Custom API
Other connectors for Power BI
Download Custom API Connector for Power BI
Documentation
How to connect Custom API Connector in Power BI?
How to get Custom API Connector data in Power BI?
How to read Custom API Connector data in Power BI?
How to load Custom API Connector data in Power BI?
How to import Custom API Connector data in Power BI?
How to pull Custom API Connector data in Power BI?
How to push data to Custom API Connector in Power BI?
How to write data to Custom API Connector in Power BI?
How to POST data to Custom API Connector in Power BI?
Call Custom API Connector API in Power BI
Consume Custom API Connector API in Power BI
Custom API Connector Power BI Automate
Custom API Connector Power BI Integration
Integration Custom API Connector in Power BI
Consume real-time Custom API Connector data in Power BI
Consume real-time Custom API Connector API data in Power BI
Custom API Connector ODBC Driver | ODBC Driver for Custom API Connector | ODBC Custom API Connector Driver | SSIS Custom API Connector Source | SSIS Custom API Connector Destination
Connect Custom API Connector in Power BI
Load Custom API Connector in Power BI
Load Custom API Connector data in Power BI
Read Custom API Connector data in Power BI
Custom API Connector API Call in Power BI