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#678 Add the ability to generate Spark schema based on strict integral precision#691

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yruslan merged 3 commits intomasterfrom
feature/678-strict-integral-precision
Jul 15, 2024
Merged

#678 Add the ability to generate Spark schema based on strict integral precision#691
yruslan merged 3 commits intomasterfrom
feature/678-strict-integral-precision

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@yruslan yruslan commented Jul 15, 2024

New option:

.option("strict_integral_precision", "true")

An example copybook:

      01  R.
                03 SEG-ID        PIC X(1).
                03 SEG1.
                  05 NUM1        PIC 9(2).
                03 SEG2 REDEFINES SEG1.
                  05 NUM2        PIC S9(9).
                03 SEG3 REDEFINES SEG1.
                  05 NUM3        PIC S9(15).

A schema without the option:

root
 |-- SEG_ID: string (nullable = true)
 |-- SEG1: struct (nullable = true)
 |    |-- NUM1: integer (nullable = true)
 |-- SEG2: struct (nullable = true)
 |    |-- NUM2: integer (nullable = true)
 |-- SEG3: struct (nullable = true)
 |    |-- NUM3: long (nullable = true)

A schema with the option:

root
 |-- SEG_ID: string (nullable = true)
 |-- SEG1: struct (nullable = true)
 |    |-- NUM1: decimal(2,0) (nullable = true)
 |-- SEG2: struct (nullable = true)
 |    |-- NUM2: decimal(9,0) (nullable = true)
 |-- SEG3: struct (nullable = true)
 |    |-- NUM3: decimal(15,0) (nullable = true)

(note integer and long are replaced with decimals with scale=0)

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JaCoCo code coverage report - 'cobol-parser'

File Coverage [85.72%] 🍏
ParserVisitor.scala 89.47% 🍏
ANTLRParser.scala 85.79% 🍏
CopybookParser.scala 83.75% 🍏
CobolSchema.scala 81.56% 🍏
RecordExtractors.scala 78.7% 🍏
DecoderSelector.scala 68.7% 🍏
Total Project Coverage 86.99% 🍏

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JaCoCo code coverage report - 'spark-cobol'

File Coverage [86.16%] 🍏
CobolSchema.scala 89.79% 🍏
CobolParametersParser.scala 85.2% 🍏
Total Project Coverage 80.77% 🍏

@yruslan yruslan marked this pull request as ready for review July 15, 2024 06:53
@yruslan yruslan merged commit 4872933 into master Jul 15, 2024
@yruslan yruslan deleted the feature/678-strict-integral-precision branch July 15, 2024 07:00
@yruslan yruslan mentioned this pull request Jul 17, 2024
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