Hadoop Data lake with Apache Spark integration

hi ,  I am looking for  bidirectional connectivity between the project that i am working on and Hadoop Data lake . I have created Rest API for Exporting the Data and for Fetching the Data from the Data lake , i am planning to use Database connector in mendix but not sure if it works or not for external database interaction . Also I am thinking to use Apache Spark 3.1.2 and integrate it with mendix by using a java action . Can anyone please suggest possible solution for this approach or any experience in bidirectional connectivity with Hadoop data lake ? please share your thoughts .  Thanks for your time .  
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