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[SPARKNLP-1259] Adding Reader2Doc demo notebook

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examples/python/data-preprocessing
- SparkNLP_Reader2Doc_Demo.ipynb
python/sparknlp/reader
- reader2doc.py
src/test/scala/com/johnsnowlabs
- nlp
  - SparkNLPTestSpec.scala
- partition
  - PartitionTest.scala
- reader
  - HTMLReaderTest.scala

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+1418

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