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yruslan avatar yruslan commented on September 27, 2024

Hi, could you send an example of such a file with a copybook? It seems odd that the file is both pipe-separated and fixed record length.

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pinakigit avatar pinakigit commented on September 27, 2024

Sample below. Here every record is of length of 228

Index|Customer Id|First Name|Last Name|Company|City|Country|Phone 1|Phone 2|Email|Subscription Date|Website
1|DD37Cf93aecA6Dc|Sheryl|Baxter|Rasmussen Group|East Leonard|Chile|229.077.5154|397.884.0519x718|[email protected]|2020-08-24|http://www.stephenson.com/
2|1Ef7b82A4CAAD10|Preston|Lozano|Vega-Gentry|East Jimmychester|Djibouti|5153435776|686-620-1820x944|[email protected]|2021-04-23|http://www.hobbs.com/
3|6F94879bDAfE5a6|Roy|Berry|Murillo-Perry|Isabelborough|Antigua and Barbuda|+1-539-402-0259|(496)978-3969x58947|[email protected]|2020-03-25|http://www.lawrence.com/

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yruslan avatar yruslan commented on September 27, 2024

The file format looks like a pipe-delimited CSV. You can use spark-csv to convert it into a DataFrame: https://spark.apache.org/docs/latest/sql-data-sources-csv.html

val df = spark.read
  .format("csv")
  .option("header", "true")
  .option("delimiter", "|")
  .option("inferSchema", "true")
  .load("/path/to/file/or/folder")

df.show()

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