Informatica DropBox Connector

In this article you will learn how to integrate DropBox data to Informatica without coding in just a few clicks (live / bi-directional connection to DropBox). Read / write DropBox data inside your app; perform many DropBox operations without coding, just use easy to use high performance API Connector for DropBox.

Using DropBox Connector you will be able to connect, read, and write data from within Informatica. Follow the steps below to see how we would accomplish that.

Download Help File Buy

Driver mentioned in this article 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.

Read/Write DropBox data in Informatica

Introduction

JSON / REST API is becoming more and more popular each day as everyone embrace cloud-centric services. This article is primarily focused on Informatica users who want to access DropBox data or may be other API Integration in Informatica. However many tips and techniques described in this article will help you to understand how to integrate XML SOAP / JSON / REST API in other ETL / Reporting apps such as Tableau, Power BI, SSRS, Talend, Excel and many more.

After going through this article you will learn how to Read DropBox / JSON / REST API data in Informatica and understand the concept of JSON / REST API. We will go through many screenshots and step-by-step examples to demonstrate JSON File or REST API integration in Informatica PowerCenter.

XML / JSON can come from a local file or REST API service (internal or public) so we will include both examples in this article (i.e. Read JSON files in Informatica, Import REST API in Informatica). So let’s get started. Next article will focus on how to write data to API in Informatica (POST / PUT data)

Requirements

This article assumes that you have full filled following basic requirements.

Download Install ZappySys ODBC PowerPack (API Driver for DropBox included)
Install Informatica PowerCenter Client Tools (e.g. Workflow and Mapping Designers)
Access to a Relational database such as SQL Server (or use any of your choice e.g. Oracle, MySQL, DB2 ). If nothing available then you can use flat file target.

High level Steps for Import DropBox data using Informatica (Read DropBox API data)

Before we dive deep to learn how to load DropBox data in Informatica (i.e. DropBox to SQL Table), Here the summary of high-level steps you need to perform to import JSON Files or REST API in Informatica.

Download and Install ZappySys API Driver (for connecting to DropBox)
Create ODBC DSN using ZappySys API driver and choose DropBox Connector during Wizard
Create Relational > ODBC Connection in Informatica Workflow designer (Point to DSN we created in the previous step)
Import JSON Source Definition in the Informatica Mapping Designer > Sources Tab
Import Target Table Definition in the Informatica Mapping Designer > Targets Tab
Create source to target mapping in Mappings tab
Save mapping (name m_API_to_SQL_Load )
Create Session using the mapping we created in the previous step
Save Workflow and execute to load DropBox data into SQL Table. Verify your data and log.
Loading DropBox data to SQL Table in Informatica (Import REST API or JSON Files)

Video Tutorial – Read any API / JSON data in Informatica (Load DropBox to SQL Table)

Below video is not about DropBox API but its showing API access in general (for any API). By watching following ~5 min video can learn steps listed in this article to load JSON API data into SQL Server Table using ZappySys JSON Driver. You can go though full article to learn many useful details not covered in this video.

Getting Started – Import DropBox to SQL Server in Informatica

Now let’s get started. For example purpose, we will read data from DropBox and load data into SQL Server Table using Informatica Workflow.

Create ODBC Data Source (DSN) based on ZappySys API Driver

To get data from DropBox using Informatica we first need to create a DSN (Data Source) which will access data from DropBox. We will later be able to read data using Informatica. Perform these steps:

Install ZappySys ODBC PowerPack.
Open ODBC Data Sources (x64):
Create a User Data Source (User DSN) based on ZappySys API Driver

ZappySys API Driver

You should create a System DSN (instead of a User DSN) if the client application is launched under a Windows System Account, e.g. as a Windows Service. If the client application is 32-bit (x86) running with a System DSN, use ODBC Data Sources (32-bit) instead of the 64-bit version.
When the Configuration window appears give your data source a name if you haven't done that already, then select "DropBox" from the list of Popular Connectors. If "DropBox" 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:

DropBoxDSN

DropBox

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.

User Account [OAuth]

Steps to get DropBox Credentials : User Account [OAuth]

To use OAuth authentication, firstly, you need to create OAuth application:

Log into your DropBox account.
Go to https://www.dropbox.com/developers/apps.
Press Create app button to create a new app.
Once a new page opens, select Scoped access option.
Next, select Full Dropbox to access all files and folders or App folder to access specific folder's files and folders option
Give your app a name
Click create app
Once a new page opens, click Scoped App in Permission type line to select application scopes.
Select all Individual Scopes and Team Scopes if you want to manage team data. Click Submit button.
Select Settings tab, scroll down to App key and App secret and copy paste them into Notepad.
Then in OAuth 2 section add a URL as Redirect URI. If you don't have a working Redirect URI, you may add https://zappysys.com/oauth as Redirect URI

Use App key and App secret and Redirect URI for use in Connection String when connecting or in UI.

NOTE: If you are planning to use your current data connection/token for automated processes, we recommend that you use a generic account for token generation when the login box appears (e.g. sales_automation@mycompany.com instead of bob_smith@mycompany.com). When you use a personal account which is tied to a specific employee profile and that employee leaves the company, the token may become invalid and any automated processes using that token will fail. Another potentially unwanted effect of using a personal token is incorrect logging; the API calls (e.g. Read, Edit, Delete, Upload) made with that token will record the specific user as performing the calls instead of an automated process.

Fill in all required parameters and set optional parameters if needed:

DropBoxDSN

DropBox

User Account [OAuth]

https://api.dropboxapi.com/2/

Required Parameters
UseCustomApp	Fill in the parameter...
ReturnUrl	Fill in the parameter...
Optional Parameters
ClientId	Fill in the parameter...
ClientSecret	Fill in the parameter...
Scope	Fill in the parameter...
RetryMode	Fill in the parameter...
RetryStatusCodeList	Fill in the parameter...
RetryCountMax	Fill in the parameter...
RetryMultiplyWaitTime	Fill in the parameter...

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.

Create Connection in Informatica Workflow Designer

Once you create DSN using API Driver our next step is to define a connection for DropBox source in Informatica PowerCenter Workflow designer.

Open Workflow designer [W] icon
Goto Connections > Relational

Create a new connection for DropBox in Informatica
Click New and select ODBC

Select ODBC connection type in Informatica (Using ZappySys API ODBC DSN)
Now on the ODBC connection setup enter connection name, some fake userid / password (this is a required field but its ignored by JSON Driver)
In the Connection String field enter the exact same name of DSN (Open ODBC Data Sources UI to confirm)

Configure DropBox connection in Informatica for REST API – Using ZappySys API Driver
Click OK to close the connection properties.

That’s it. Now we ready to move to next step (define source and target in Mapping Designer).

Import DropBox Source Definition in Informatica Mapping Designer

Now let’s look at steps to import DropBox table definition.

Open Informatica Mapping Designer (Click [D] icon)
Click on Source Icon to switch to Sources designer
From the top menu > Click on Sources > Import from Database …

Import DropBox Source definition in Informatica Mapping Designer (JSON file or REST API)
Select ODBC data source from the dropdown (Find out DSN we created earlier to use as JSON Source)
Click Connect button to get a list of tables. Any array node is listed as a table. Also, you will see array node with parent columns (e.g. value_with_parent). You may get some warning like below but they are harmless so just ignore by clicking OK.

DLL name entry missing from C:\Informatica\PowerCenter8.6.1\client\bin\powrmart.ini Section = ODBCDLL Entry = ZappySys JSON Driver
—————————————————-
Using EXTODBC.DLL to support ZappySys JSON Driver. For native support of ZappySys JSON Driver make an entry in the .ini file.

Select DropBox Source Table in Informatica Mapping Designer (JSON file or REST API)
Select Table you wish to get (You can filter rows by custom SQL query. We will see later in this article how to do)
Optionally once table structure is imported you can rename it

Rename imported table definition in Informatica Source Designer
That’s it, we are now ready to perform similar steps to import Target table structure in the next section.

Import SQL Server Target Definition in Informatica Mapping Designer

Now let’s look at steps to import Target table definition (very similar to the previous section, the only difference is this time we will select DSN which points to SQL Server or any other Target Server).

Now lets look at steps to import target table definition in Informatica mapping designer.

In the Mapping Designer, Click on Target Icon to switch to Target designer
From the top menu > Click on Targets > Import from Database …
Select DSN for your Target server (if DSN doesn’t exist then create one by opening ODBC Sources just like we created one for JSON API source (see the previous section about creating DSN).

Import target Table Definition in informatica
Enter your userid , password and Schema name and click Connect to see tables
Select Table name to and click OK import definition.

Import Target SQL Table Definition in Informatica – Select table from the list

Create Source to Target Mapping in Informatica (Import JSON to SQL Server)

Once you have imported source and target table definition, we can create mapping and transformation to load data from JSON to SQL Table.

First open Mapping Designer (Click [D] icon)
Drag JSON Source from sources folder
Drag SQL Table from Targets folder
Map desired columns from Source to target

Define Source to Target mapping for DropBox to SQL Table load in Informatica
For certain columns you may have to do datatype conversion. For example to convert OrderDate form nstring to DataTime you have to use Expression Transform like below and map it to target. In below example, our JSON has date format (e.g. 2018-01-31 12:00:00 AM ). To import this to DateTime field in SQL server we need to convert it using TO_DATE function. Use double quotes around T to make this format working.
```
TO_DATE(OrderDate,'YYYY-MM-DD H12:MI:SS AM')

 --For ISO use below way
                TO_DATE(OrderDate,'YYYY-MM-DD"T"HH24:MI:SS')
```
Informatica DropBox to SQL Table Mapping – Datatype conversion (nstring to datetime)
Once you done with mapping save your mapping and name it (i.e. m_Api_To_SQL)
Now lets move to next section to create workflow.

Create Workflow and Session in Informatica

Now the final step is to create a new workflow. Perform following steps to create workflow which with a session task to import JSON data into SQL table.

Open workflow designer by click [W] icon.
Launch new workflow creation wizard by click Workflow top menu > Wizard
name your workflow (e.g. wf_Api_Tp_Sql_Table_Import)

Creating Informatica Workflow – Wizard UI (Import DropBox data to SQL Table)
Finish the wizard and double-click the Session to edit some default properties.
First change Error settings so we fail session on error (By default its always green)

Fail Informatica Session on error (DropBox data to SQL Load)
Select JSON connection for Source

Select DropBox Source Connection in Informatica – Load DropBox data to SQL Table
Change default Source query if needed. You can pass parameters to this query to make it dynamic.

Modify DropBox Source SQL query – Pass parameters, change URL, set filter etc
Select Target connection of SQL Target Table

Select SQL Target Connection in Informatica – Load DropBox data to SQL Table
Save workflow
That’s it. We ready to run our first workflow to load JSON data to SQL.

Execute Workflow and Validate Log in Informatica

Now once you are done with your workflow, execute it to see the log.

Loading JSON data to SQL Table in Informatica (Import REST API or JSON Files)

Loading DropBox data to SQL Table in Informatica (Import REST API or JSON Files)

POST data to DropBox in Informatica

There will be a time when you like to send Source data to REST API or SOAP Web Service. You can use below Query for example. For detailed explanation on how to POST data in Informatica check this article.

Video Tutorial – How to POST data to REST API in Informatica

Here is detailed step by step video on REST API POST in informatica PowerCenter

Keywords

Create Custom Store 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 Store 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 Store Procedure and write the your desired store procedure and Save it and it will create the custom store 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 Store 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 store 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 store 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 store 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 store procedure and provide you the response.

Conclusion

In this article we discussed how to connect to DropBox in Informatica and integrate data without any coding. Click here to Download DropBox Connector for Informatica 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 DropBox Connector for Informatica Documentation

Actions supported by DropBox Connector

DropBox Connector support following actions for REST API integration. If some actions are not listed below then you can easily edit Connector file and enhance out of the box functionality.

Make connection test

Makes a connection test [Read more...]

List folder

Lists folder [Read more...]

Parameter

Description

Path

Recursive

Option	Value
true	true
false	false

Download a file

Downloads a file [Read more...]

Parameter	Description
SourceFilePath

Download a folder and folders/files within as ZIP archive

Downloads a folder with all the files and folders it contains as ZIP file [Read more...]

Parameter	Description
SourcePath

Upload a file

Upload a file [Read more...]

Parameter	Description
TargetFilePath	Specify a file path in DropBox to save file to
SourceFilePath	Specify a disk file path to upload

Create folder

Creates folder [Read more...]

Parameter	Description
Path

Delete

Deletes file or folder [Read more...]

Parameter	Description
Path

Generic Request

This is generic endpoint. Use this endpoint when some actions are not implemented by connector. Just enter partial URL (Required), Body, Method, Header etc. Most parameters are optional except URL. [Read more...]

Parameter	Description
Url	API URL goes here. You can enter full URL or Partial URL relative to Base URL. If it is full URL then domain name must be part of ServiceURL or part of TrustedDomains
Body	Request Body content goes here
IsMultiPart	Check this option if you want to upload file(s) (i.e. POST RAW file data) or send data using Multi-Part encoding method (i.e. Content-Type: multipart/form-data). Multi-Part request allows you to mix key/value and upload files in same request. On the other hand raw upload allows only single file upload (without any key/value) ==== Raw Upload (Content-Type: application/octet-stream) ===== To upload single file in raw mode check this option and specify full file path starting with @ sign in the Body (e.g. @c:\data\myfile.zip ) ==== Form-Data / Multipart Upload (Content-Type: multipart/form-data) ===== To treat your Request data as multi part fields you must specify key/value pairs separated by new lines into RequestData field (i.e. Body). Each key value pair is entered on new-line and key/value are separated using equal sign (=). Preceding and trailing spaces are ignored also blank lines are ignored. If field value has some any special character(s) then use escape sequence (e.g. For NewLine: \r\n, For Tab: \t, For at (@): \@). When value of any field starts with at sign (@) its automatically treated as File you want to upload. By default file content type is determined based on extension however you can supply content type manually for any field using this way [ YourFileFieldName.Content-Type=some-content-type ]. By default File Upload Field always includes Content-Type in the request (non file fields do not have content-type by default unless you supply manually). For some reason if you dont want to use Content-Type header in your request then supply blank Content-Type to exclude this header altogather [e.g. SomeFieldName.Content-Type= ]. In below example we have supplied Content-Type for file2 and SomeField1, all other fields are using default content-type. See below Example of uploading multiple files along with additional fields. If some API requires you to pass Content-Type: multipart/form-data rather than multipart/form-data then manually set Request Header => Content-Type: multipart/mixed (it must starts with multipart/ else will be ignored). file1=@c:\data\Myfile1.txt file2=@c:\data\Myfile2.json file2.Content-Type=application/json SomeField1=aaaaaaa SomeField1.Content-Type=text/plain SomeField2=12345 SomeFieldWithNewLineAndTab=This is line1\r\nThis is line2\r\nThis is \ttab \ttab \ttab SomeFieldStartingWithAtSign=\@MyTwitterHandle
Filter	Enter filter to extract array from response. Example: $.rows[] --OR-- $.customers[].orders[*]. Check your response document and find out hierarchy you like to extract
Headers	Headers for Request. To enter multiple headers use double pipe or new line after each {header-name}:{value} pair

DropBox Connector Examples for Informatica Connection

This page offers a collection of SQL examples designed for seamless integration with the ZappySys API ODBC Driver under ODBC Data Source (36/64) or ZappySys Data Gateway, enhancing your ability to connect and interact with Prebuilt Connectors effectively.

Test connection [Read more...]

Tests connection

SELECT *
  FROM make_test

List folder #1 [Read more...]

Lists all files and folders within a folder

SELECT *
  FROM list_folder

List folder #2 [Read more...]

Lists all files and folders within a folder

SELECT *
  FROM list_folder
  WITH (Path='/MySubfolder'
       ,Recursive='true')

Download file [Read more...]

Downloads a file

SELECT *
  FROM download_file
  WITH (SourceFilePath='/file-I-want-to-download.dat'
        ,ResponseDataFile='C:\path\I\want\to\save\my\file\to.dat'
      )

Download folder as ZIP file [Read more...]

Downloads a folder with all files and folders within it as ZIP file

SELECT *
  FROM download_folder
  WITH (SourcePath='/folder-I-want-to-download'
        ,ResponseDataFile='C:\path\I\want\to\save\my\folder\to.zip'
      )

Upload a file [Read more...]

Uploads a file

SELECT *
  FROM upload_file
  WITH (TargetFilePath='/MySubfolder/file-I-want-to-upload-to-dropbox.dat'
        ,DiskFilePath='C:\file\I\want\to\upload.dat'
      )

Delete a file or a folder [Read more...]

Deletes a file or a folder

SELECT *
  FROM delete
  WITH (Path='/path/to/file/in/dropbox/I/want/to/delete.dat')

Create a folder [Read more...]

Creates a folder

SELECT *
  FROM create_folder
  WITH (Path='/folder/in/dropbox/I/want/to/create')

Other App Integration scenarios for DropBox

SSIS

SQL Server

Power BI

SSRS

MS Access

MS Excel

SSAS

Python

JAVA

Tableau

SAP Crystal Reports

Azure Data Factory (ADF)

ODBC

Other Connectors for Informatica

Zendesk

Azure DevOps

ManagedEngine ServiceDesk Plus (Zoho)

FastSpring

Zoho CRM

Hubspot

Google Sheets

Stripe

YouTube

Google BigQuery

OneDrive

OData

Amazon Ads

Mailchimp

Jira

Zoho SalesIQ

Outlook Mail (Office 365)

Zoom

Cosmos DB

Shopify

Nativo

Power BI

Google Drive

SharePoint Online

Amazon MWS

ServiceNow

ElasticSearch

Google Calendar

DropBox

REST API

JSON

JSON File

XML

SOAP

XML File

JDBC-ODBC Bridge

Salesforce

CSV

Amazon S3 JSON File

Amazon S3 XML File

Amazon S3 CSV File

Azure Blob JSON File

Azure Blob XML File

Azure Blob CSV File

FTP/SFTP JSON File

FTP/SFTP XML File

FTP/SFTP CSV File

Download DropBox Connector for Informatica Documentation

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Informatica DropBox Connector

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Informatica DropBox Connector

Introduction

Requirements

High level Steps for Import DropBox data using Informatica (Read DropBox API data)

Video Tutorial – Read any API / JSON data in Informatica (Load DropBox to SQL Table)

Getting Started – Import DropBox to SQL Server in Informatica

Create ODBC Data Source (DSN) based on ZappySys API Driver

User Account [OAuth]

Create Connection in Informatica Workflow Designer

Import DropBox Source Definition in Informatica Mapping Designer

Import SQL Server Target Definition in Informatica Mapping Designer

Create Source to Target Mapping in Informatica (Import JSON to SQL Server)

Create Workflow and Session in Informatica

Execute Workflow and Validate Log in Informatica

POST data to DropBox in Informatica

Video Tutorial – How to POST data to REST API in Informatica

Keywords

Create Custom Store Procedure in ZappySys Driver

Create Custom Virtual Table in ZappySys Driver

Conclusion

Actions supported by DropBox Connector

DropBox Connector Examples for Informatica Connection

Test connection [Read more...]

List folder #1 [Read more...]

List folder #2 [Read more...]

Download file [Read more...]

Download folder as ZIP file [Read more...]

Upload a file [Read more...]

Delete a file or a folder [Read more...]

Create a folder [Read more...]

Other App Integration scenarios for DropBox

Other Connectors for Informatica

How to connect DropBox in Informatica?

How to get DropBox data in Informatica?

How to read DropBox data in Informatica?

How to load DropBox data in Informatica?

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Connect DropBox in Informatica

Load DropBox in Informatica

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Read DropBox data in Informatica

DropBox API Call in Informatica