chitralverma opened a new issue, #38730:
URL: https://github.com/apache/arrow/issues/38730

   ### Describe the enhancement requested
   
   Some important changes are suggested in the list below to improve the 
developer experience with the Dataset API of java/arrow. Most of these 
suggestions if implemented will lead to consistency with the [pyarrow dataset 
API](https://arrow.apache.org/docs/python/generated/pyarrow.dataset.dataset.html#pyarrow.dataset.dataset).
   
   1. Support for providing Filesystem options like access_key etc. 
programmatically
   2. Support for globbed paths and directories
   3. Excluding invalid files
   4. Additional documentation for already implemented functionality
       1. Reading and writing to remote/ cloud stores (HDFS, S3, GCS ...)
       2. Clarification of behaviour when reading multiple files. Why 2 or more 
files supplied, they may have different schema. Currently, only the schema of 
the last files is shown by `.inspect()` and this is not documented anywhere. 
This behaviour is the same in pyarrow. Maybe it's a good idea to allow users to 
provide a strategy like Error, Merge, LastFile etc.
       3. Reading and writing partitioned datasets
       4. Difference between `FileSystemDatasetFactory.inspect()` and 
`FileSystemDatasetFactory.finish().newScan(...).schema()`. Which one to use in 
which case?
   
   
   ### Component(s)
   
   Java


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