Jira Connector for TableauJira Connector can be used to integrate Jira and your defined data source, e.g. Microsoft SQL, Oracle, Excel, Power BI, etc. Get, write, delete Issues, Users, Worklogs, Comments just in a few clicks! In this article you will learn how to quickly and efficiently integrate Jira data in Tableau without coding. We will use high-performance Jira Connector to easily connect to Jira and then access the data inside Tableau. Let's follow the steps below to see how we can accomplish that! Jira Connector for Tableau is based on ZappySys API Driver which is part of ODBC PowerPack. It is a collection of high-performance ODBC drivers that enable you to integrate data in SQL Server, SSIS, a programming language, or any other ODBC-compatible application. ODBC PowerPack supports various file formats, sources and destinations, including REST/SOAP API, SFTP/FTP, storage services, and plain files, to mention a few. |
Connect to Jira in other apps
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Create Data Source in ZappySys Data Gateway based on API Driver
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Download and install ODBC PowerPack.
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Search for gateway in start menu and Open ZappySys Data Gateway:
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Go to Users Tab to add our first Gateway user. Click Add; we will give it a name tdsuser and enter password you like to give. Check Admin option and click OK to save. We will use these details later when we create linked server:
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Now we are ready to add a data source. Click Add, give data source a name (Copy this name somewhere, we will need it later) and then select Native - ZappySys API Driver. Finally, click OK. And it will create the Data Set for it and open the ZS driver UI.
JiraDSN
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When the Configuration window appears give your data source a name if you haven't done that already, then select "Jira" from the list of Popular Connectors. If "Jira" is not present in the list, then click "Search Online" and download it. Then set the path to the location where you downloaded it. Finally, click Continue >> to proceed with configuring the DSN:
JiraDSNJira -
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). More info is available in the Authentication section.
Steps how to get and use Jira credentials
Firstly, login into your Atlassian account and then go to your Jira profile:- Go to Profile > Security.
- Click Create and manage API tokens.
- Then click Create API token button and give your token a label.
- When window appears with new API token, copy and use it in this connection manager.
- That's it!
Fill in all required parameters and set optional parameters if needed:
JiraDSNJiraAPI Key based Authentication [Http]https://[$Subdomain$].atlassian.net/rest/api/3Required Parameters Subdomain Fill-in the parameter... Atlassian User Name (email) Fill-in the parameter... API Key Fill-in the parameter... Optional Parameters CustomColumnsRegex Steps how to get and use Jira credentials
Follow official Atlassian instructions on how to create a PAT (Personal Access Token) for JIRAFill in all required parameters and set optional parameters if needed:
JiraDSNJiraPersonal Access Token (PAT) Authentication [Http]https://[$Subdomain$].atlassian.net/rest/api/3Required Parameters Subdomain Fill-in the parameter... Token (PAT Bearer Token) Fill-in the parameter... Optional Parameters CustomColumnsRegex OAuth App must be created in Atlassian Developer Console. It is found at https://developer.atlassian.com/console/myapps/ [API reference]
Steps how to get and use Jira credentials
Firstly, login into your Atlassian account and then create Jira application:- Go to Atlassian Developer area.
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Click Create and select OAuth 2.0 integration item to create an OAuth app:
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Give your app a name, accept the terms and hit Create:
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To enable permissions/scopes for your application, click Permissions tab, then hit Add button, and click Configure button, once it appears:
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Continue by hitting Edit Scopes button to assign scopes for the application:
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Select these scopes or all of them:
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Then click Authorization option on the left and click Add button:
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Enter your own Callback URL (Redirect URL) or simply enter
https://zappysys.com/oauth
, if you don't have one: -
Then hit Settings option and copy Client ID and Secret into your favorite text editor (we will need them in the next step):
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Now go to SSIS package or ODBC data source and in OAuth authentication set these parameters:
- For ClientId parameter use Client ID value from the previous steps.
- For ClientSecret parameter use Secret value from the previous steps.
- For Scope parameter use the Scopes you set previously (specify them all here):
- offline_access (a must)
- read:jira-user
- read:jira-work
- write:jira-work
- manage:jira-project
- manage:jira-configuration
NOTE: A full list of available scopes is available in Atlassian documentation. -
For Subdomain parameter use your Atlassian subdomain value
(e.g.
mycompany
, if full host name ismycompany.atlassian.net
).
- Click Generate Token to generate tokens.
- Finally, select Organization Id from the drop down.
- That's it! You can now use Jira Connector!
Fill in all required parameters and set optional parameters if needed:
JiraDSNJiraOAuth (**Must change API Base URL to V3 OAuth**) [OAuth]https://[$Subdomain$].atlassian.net/rest/api/3Required Parameters ClientId Fill-in the parameter... ClientSecret Fill-in the parameter... Scope Fill-in the parameter... ReturnUrl Fill-in the parameter... Organization Id (Select after clicking [Generate Token]) Fill-in the parameter... Optional Parameters Custom Columns for output (Select after clicking [Generate Token]) -
Once the data source connection has been configured, it's time to configure the SQL query. Select the Preview tab and then click Query Builder button to configure the SQL query:
ZappySys API Driver - JiraJira Connector can be used to integrate Jira and your defined data source, e.g. Microsoft SQL, Oracle, Excel, Power BI, etc. Get, write, delete Issues, Users, Worklogs, Comments just in a few clicks!JiraDSN -
Start by selecting the Table or Endpoint you are interested in and then configure the parameters. This will generate a query that we will use in Tableau to retrieve data from Jira. Hit OK button to use this query in the next step.
SELECT * FROM Issues
Some parameters configured in this window will be passed to the Jira API, e.g. filtering parameters. It means that filtering will be done on the server side (instead of the client side), enabling you to get only the meaningful datamuch faster . -
Now hit Preview Data button to preview the data using the generated SQL query. If you are satisfied with the result, use this query in Tableau:
ZappySys API Driver - JiraJira Connector can be used to integrate Jira and your defined data source, e.g. Microsoft SQL, Oracle, Excel, Power BI, etc. Get, write, delete Issues, Users, Worklogs, Comments just in a few clicks!JiraDSNSELECT * FROM Issues
You can also access data quickly from the tables dropdown by selecting <Select table>.AWHERE
clause,LIMIT
keyword will be performed on the client side, meaning that thewhole result set will be retrieved from the Jira API first, and only then the filtering will be applied to the data. If possible, it is recommended to use parameters in Query Builder to filter the data on the server side (in Jira servers). -
Click OK to finish creating the data source.
Read data in SQL Server using ZappySys Data Gateway
To read the data in SQL Server, the first thing you have to do is create a Linked Server:
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First, let's open SQL Server Management Studio, create a new Linked Server, and start configuring it:
LS_TO_JIRA_IN_GATEWAYMicrosoft OLE DB Driver for SQL Serverlocalhost,5000JiraDSNJiraDSNChoose SQL Server Native Client 11.0 as Provider if you don't see the option shown above. -
Then click on Security option and configure username we created in ZappySys Data Gateway in one of the previous steps:
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Optional step. Under the Server Options, Enable RPC and RPC Out and Disable Promotion of Distributed Transactions(MSDTC).
You need to enable RPC Out if you plan to use
EXEC(...) AT [LS_TO_JIRA_IN_GATEWAY]
rather than OPENQUERY.
If don't enabled it, you will encounter theServer 'LS_TO_JIRA_IN_GATEWAY' is not configured for RPC
error.Query Example:
EXEC('SELECT * FROM Issues') AT [LS_TO_JIRA_IN_GATEWAY]
If you plan to use
'INSERT INTO <TABLE> EXEC(...) AT [LS_TO_JIRA_IN_GATEWAY]'
in that case you need to Disable Promotion of Distributed Transactions(MSDTC).
If don't disabled it, you will encounter theThe operation could not be performed because OLE DB provider "SQLNCLI11" for linked server "MY_LINKED_SERVER_NAME" was unable to begin a distributed transaction.
error.Query Example:
INSERT INTO dbo.Products EXEC('SELECT * FROM Issues') AT [LS_TO_JIRA_IN_GATEWAY]
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Finally, open a new query and execute a query we saved in one of the previous steps:
SELECT * FROM OPENQUERY([LS_TO_JIRA_IN_GATEWAY], 'SELECT * FROM Issues')
SELECT * FROM OPENQUERY([LS_TO_JIRA_IN_GATEWAY], 'SELECT * FROM Issues')
Create Linked Server using Code
In previous section you saw how to create a Linked Server from UI. You can do similar action by code too (see below). Run below script after changing necessary parameters. Assuming your Data Source name on ZappySys Data Gateway UI is 'JiraDSN'USE [master]
GO
--///////////////////////////////////////////////////////////////////////////////////////
--Run below code in SSMS to create Linked Server and use ZappySys Drivers in SQL Server
--///////////////////////////////////////////////////////////////////////////////////////
-- Replace YOUR_GATEWAY_USER, YOUR_GATEWAY_PASSWORD
-- Replace localhost with IP/Machine name if ZappySys Gateway Running on different machine other than SQL Server
-- Replace Port 5000 if you configured gateway on a different port
--1. Configure your gateway service as per this article https://zappysys.com/links?id=10036
--2. Make sure you have SQL Server Installed. You can download FREE SQL Server Express Edition from here if you dont want to buy Paid version https://www.microsoft.com/en-us/sql-server/sql-server-editions-express
--Uncomment below if you like to drop linked server if it already exists
--EXEC master.dbo.sp_dropserver @server=N'LS_TO_JIRA_IN_GATEWAY', @droplogins='droplogins'
--3. Create new linked server
EXEC master.dbo.sp_addlinkedserver
@server = N'LS_TO_JIRA_IN_GATEWAY' --Linked server name (this will be used in OPENQUERY sql
, @srvproduct=N''
---- For MSSQL 2012,2014,2016 and 2019 use below (SQL Server Native Client 11.0)---
, @provider=N'SQLNCLI11'
---- For MSSQL 2022 or higher use below (Microsoft OLE DB Driver for SQL Server)---
--, @provider=N'MSOLEDBSQL'
, @datasrc=N'localhost,5000' --//Machine / Port where Gateway service is running
, @provstr=N'Network Library=DBMSSOCN;'
, @catalog=N'JiraDSN' --Data source name you gave on Gateway service settings
--4. Attach gateway login with linked server
EXEC master.dbo.sp_addlinkedsrvlogin
@rmtsrvname=N'LS_TO_JIRA_IN_GATEWAY' --linked server name
, @useself=N'False'
, @locallogin=NULL
, @rmtuser=N'YOUR_GATEWAY_USER' --enter your Gateway user name
, @rmtpassword='YOUR_GATEWAY_PASSWORD' --enter your Gateway user's password
GO
--5. Enable RPC OUT (This is Optional - Only needed if you plan to use EXEC(...) AT YourLinkedServerName rather than OPENQUERY
EXEC sp_serveroption 'LS_TO_JIRA_IN_GATEWAY', 'rpc', true;
EXEC sp_serveroption 'LS_TO_JIRA_IN_GATEWAY', 'rpc out', true;
--Disable MSDTC - Below needed to support INSERT INTO from EXEC AT statement
EXEC sp_serveroption 'LS_TO_JIRA_IN_GATEWAY', 'remote proc transaction promotion', false;
--Increase query timeout if query is going to take longer than 10 mins (Default timeout is 600 seconds)
--EXEC sp_serveroption 'LS_TO_JIRA_IN_GATEWAY', 'query timeout', 1200;
GO
Create View in SQL Server
Finally, use this or similar query in a view or stored procedure, which you will be able to use in Tableau. We will create a view to return invoices:
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CREATE VIEW vwApiInvoices AS SELECT * FROM OPENQUERY([LS_TO_JIRA_IN_GATEWAY], 'SELECT * FROM Invoices')
Read data in Tableau from SQL Server
Actually, we will be getting data from SQL Server which in turn will be getting data from ZappySys Data Gateway data source. Let's begin and see how to accomplish that:
- Open Tableau Desktop and click File > New
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To create new Connection click More > Microsoft SQL Server > Enter your credentials to connect to SQL Server (in our example before we used tdsuser):
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Once connection is created for SQL Server we can read Jira data 3 different ways:
- Query View which contains OPENQUERY to Linked Server for Jira data
- Use direct SQL Query using OPENQUERY
- Use Stored Procedure (Mostly useful to parameterize calls
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See below example to pull data from Jira in Tableau using SQL View approach:
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Once your data sources are created you can click on Sheet1 and drag fields to create visualizations for Tableau Dashboard:
Passing Parameters to Jira calls in Tableau (Dynamic SQL)
Now let's look at scenario where you have to pass parameters to build Dynamic Dashboard. You can try to insert Parameters in your Direct SQL when you build Dynamic SQL but we found some issues with that so we are going to suggest Stored Procedure approach. For more information on Known issue on Dynamic Metadata Check this post.-
First lets create a stored procedure in SQL Server for Parameter Example. Notice how we added WITH RESULT SETS in the code to describe metadata.
--DROP PROC dbo.usp_GetInvoicesByCountry --GO /* Purpose: Parameterize Jira call via SQL. Call ZappySys Drivers inside SQL Server. */ CREATE PROC dbo.usp_GetInvoicesByCountry @country varchar(100) AS DECLARE @sql varchar(max) --//Escape single ticks carefully SET @sql = 'SELECT OrderID,CustomerID,Country,Quantity FROM $ WITH (Src=''https://services.odata.org/V3/Northwind/Northwind.svc/Invoices?$format=json@filter=Country eq '+ @country +''' ,Filter=''$.value[*]'' ,DataFormat=''OData'' )' DECLARE @sqlFull varchar(max) SET @sqlFull='SELECT * FROM OPENQUERY([LS_TO_JIRA_IN_GATEWAY], ''' + REPLACE( @sql, '''', '''''' ) + ''' )' PRINT @sqlFull --//For DEBUG purpose EXECUTE (@sqlFull) WITH RESULT SETS ( (OrderID int,CustomerID varchar(100),Country varchar(100),Quantity int) --//describe first result. If you don't do this then wont work in Tableau ) GO -- Example call EXEC dbo.usp_GetInvoicesByCountry @country='Germany'
- Once you create a stored procedure go to Tableau datasource and select Database which contains the stored procedure we just created.
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Now find your stored proc and drag it on the datasource pane. You will see parameters UI as below. You can create new parameter - Select New Parameter under Value Column.
- Thats it now you can reuse your parameterized datasource anywhere in Dashboard.
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If you have need to select Parameters from predefined values rather than free text then edit your parameter and select List option. Define values you like to select from as below.
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When you create Tableau Dashboard you will see Parameter dropdown (If you selected List) elase you may see Textbox to enter custom value.
Firewall settings
So far we have assumed that Gateway is running on the same machine as SQL Server. However there will be a case when ZappySys ODBC PowerPack is installed on a different machine than SQL Server. In such case you may have to perform additional Firewall configurations. On most computers firewall settings wont allow outside traffic to ZappySys Data Gateway. In such case perform following steps to allow other machines to connect to Gateway.
Method-1 (Preferred)If you are using newer version of ZappySys Data Gateway then adding firewall rule is just a single click.
- Search for gateway in start menu and open ZappySys Data Gateway.
- Go to Firewall Tab and click Add Firewall Rule button like below. This will create Firewall rule to all Inbound Traffic on Port 5000 (Unless you changed it).
- Search for Windows Firewall Advanced Security in start menu.
- Under Inbound Rules > Right click and click [New Rule] >> Click Next
- Select Port on Rule Type >> Click Next
- Click on TCP and enter port number under specified local port as 5000 (use different one if you changed Default port) >> Click Next
- Select Profile (i.e. Private, Public) >> Click Next
- Enter Rule name [i.e. ZappySys Data Gateway – Allow Inbound ] >> Click Next
- Click OK to save the rule

Actions supported by Jira Connector
Learn how to perform common Jira actions directly in Tableau with these how-to guides:
- Create Issue Comment
- Create Issues
- Create Project
- Create User
- Create Worklog
- Delete Issue
- Delete Issue Comment
- Delete Project
- Delete User
- Delete Worklog
- Get custom field context options
- Get custom field contexts
- Read Application Roles
- Read Changelog Details
- Read Changelogs
- Read Changelogs by IDs
- Read Comments
- Read Custom Fields
- Read Fields
- Read Groups
- Read Issue Types
- Read Issues
- Read Projects
- Read Resources
- Read Users
- Read Worklogs
- Update Issue
- Update Issue Comment
- Update Worklog
- Upsert Project
- Generic Request
- Generic Request (Bulk Write)
Conclusion
In this article we showed you how to connect to Jira in Tableau and integrate data without any coding, saving you time and effort. It's worth noting that ZappySys API Driver allows you to connect not only to Jira, but to any Java application that supports JDBC (just use a different JDBC driver and configure it appropriately).
We encourage you to download Jira Connector for Tableau and see how easy it is to use it for yourself or your team.
If you have any questions, feel free to contact ZappySys support team. You can also open a live chat immediately by clicking on the chat icon below.
Download Jira Connector for Tableau Documentation
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