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Implement Table from Text conversion (#3478)
Implements https://www.pivotaltracker.com/story/show/181824168
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@ -128,6 +128,8 @@
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- [Integrated value parsing with the `Delimited` file reader.][3463]
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- [Implemented the `Infer` setting for headers in the `Delimited` file format
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and made it the default.][3472]
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- [Implemented a `Table.from Text` conversion allowing to parse strings
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representing `Delimited` files without storing them on the filesystem.][3478]
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[debug-shortcuts]:
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https://github.com/enso-org/enso/blob/develop/app/gui/docs/product/shortcuts.md#debug
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@ -199,6 +201,7 @@
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[3462]: https://github.com/enso-org/enso/pull/3462
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[3463]: https://github.com/enso-org/enso/pull/3463
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[3472]: https://github.com/enso-org/enso/pull/3472
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[3478]: https://github.com/enso-org/enso/pull/3478
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#### Enso Compiler
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@ -7,9 +7,11 @@ import Standard.Visualization
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from Standard.Base.Data.Time.Date as Date_Module import Date
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import Standard.Table.Io.Spreadsheet_Write_Mode
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import Standard.Table.Io.Format
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import Standard.Table.Io.File_Format
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import Standard.Table.Internal.Table_Helpers
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import Standard.Table.Internal.Aggregate_Column_Helper
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import Standard.Table.Internal.Parse_Values_Helper
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import Standard.Table.Internal.Delimited_Reader
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from Standard.Table.Data.Order_Rule as Order_Rule_Module import Order_Rule
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from Standard.Table.Data.Column_Selector as Column_Selector_Module import Column_Selector, By_Index
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@ -28,6 +30,7 @@ polyglot java import org.enso.table.data.table.Column as Java_Column
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polyglot java import org.enso.table.operations.OrderBuilder
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polyglot java import org.enso.table.format.csv.Writer as Csv_Writer
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polyglot java import org.enso.table.format.xlsx.Writer as Spreadsheet_Writer
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polyglot java import java.io.StringReader
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## Creates a new table from a vector of `[name, items]` pairs.
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@ -1523,3 +1526,7 @@ print_table header rows indices_count format_term =
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- y: The right operand to the comparator.
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comparator_to_java : (Any -> Any -> Ordering) -> Any -> Any -> Integer
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comparator_to_java cmp x y = cmp x y . to_sign
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Table.from (that : Text) (format:File_Format.Delimited|File_Format.Fixed_Width = File_Format.Delimited '\t') (on_problems:Problem_Behavior=Report_Warning) =
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java_reader = StringReader.new that
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Delimited_Reader.read_from_reader format java_reader on_problems
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@ -18,6 +18,7 @@ polyglot java import java.io.IOException
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polyglot java import com.univocity.parsers.common.TextParsingException
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polyglot java import org.enso.base.Encoding_Utils
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polyglot java import java.io.InputStream
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polyglot java import java.io.Reader
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polyglot java import org.enso.table.parsing.IdentityParser
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polyglot java import org.enso.table.parsing.TypeInferringParser
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@ -45,9 +46,6 @@ read_file format file on_problems =
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## PRIVATE
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Reads an input stream according to the provided format.
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The `encoding` parameter is ignored, instead the provided stream should
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handle any necessary decoding.
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Arguments:
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- format: The specification of the delimited file format.
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- java_stream: A Java `InputStream` used as the data source.
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@ -60,8 +58,36 @@ read_file format file on_problems =
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integer.
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- related_file: The file related to the provided `java_stream`, if available,
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or `Nothing`. It is used for more detailed error reporting.
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read_stream : Delimited -> InputStream -> Problem_Behavior -> File | Nothing -> Any
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read_stream : Delimited -> InputStream -> Problem_Behavior -> Integer -> File | Nothing -> Any
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read_stream format java_stream on_problems max_columns=4096 related_file=Nothing =
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handle_io_exception ~action = Panic.catch IOException action caught_panic->
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Error.throw (File.wrap_io_exception related_file caught_panic.payload.cause)
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java_charset = format.encoding.to_java_charset
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handle_io_exception <|
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Encoding_Utils.with_stream_decoder java_stream java_charset reporting_stream_decoder->
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result = here.read_from_reader format reporting_stream_decoder on_problems max_columns
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decoding_problems = Vector.Vector reporting_stream_decoder.getReportedProblems . map Encoding_Error
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on_problems.attach_problems_after result decoding_problems
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## PRIVATE
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Reads data from the provided `Reader` according to the provided format.
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The `encoding` parameter is ignored, instead the provided reader should
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handle any necessary decoding.
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Arguments:
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- format: The specification of the delimited file format.
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- java_reader: A Java `Reader` used as the source of decoded characters.
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- on_problems: Specifies the behavior when a problem occurs during the
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operation. By default, a warning is issued, but the operation proceeds.
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If set to `Report_Error`, the operation fails with a dataflow error.
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If set to `Ignore`, the operation proceeds without errors or warnings.
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- max_columns: Specifies the limit of columns to read. The limit is set to
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avoid `OutOfMemory` errors on malformed files. It must be a positive
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integer.
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read_from_reader : Delimited -> InputStream -> Problem_Behavior -> Integer -> Any
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read_from_reader format java_reader on_problems max_columns=4096 =
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java_headers = case format.headers of
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True -> DelimitedReader.HeaderBehavior.USE_FIRST_ROW_AS_HEADERS
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Infer -> DelimitedReader.HeaderBehavior.INFER
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@ -91,25 +117,21 @@ read_stream format java_stream on_problems max_columns=4096 related_file=Nothing
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translate_parsing_exception caught_panic =
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cause = caught_panic.payload.cause.getCause
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if Java.is_instance cause IOException then File.wrap_io_exception related_file cause else
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if Java.is_instance cause IOException then Panic.throw cause else
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Error.throw (Parser_Error caught_panic.payload)
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handle_parsing_exception = Panic.catch TextParsingException handler=translate_parsing_exception
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java_charset = format.encoding.to_java_charset
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handle_illegal_arguments <| handle_parsing_failure <| handle_parsing_exception <|
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Encoding_Utils.with_stream_decoder java_stream java_charset reporting_stream_decoder->
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warnings_as_errors = on_problems == Problem_Behavior_Module.Report_Error
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base_parser = if format.quote.is_nothing then IdentityParser.new else
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QuoteStrippingParser.new format.quote
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value_parser = if format.value_formatter.is_nothing then base_parser else
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wrapped = format.value_formatter.wrap_base_parser base_parser
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TypeInferringParser.new format.value_formatter.get_specific_type_parsers.to_array wrapped
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cell_type_guesser = if format.headers != Infer then Nothing else
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formatter = format.value_formatter.if_nothing Data_Formatter
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TypeInferringParser.new formatter.get_specific_type_parsers.to_array IdentityParser.new
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reader = DelimitedReader.new reporting_stream_decoder format.delimiter format.quote format.quote_escape java_headers skip_rows row_limit max_columns value_parser cell_type_guesser format.keep_invalid_rows warnings_as_errors
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result = Table.Table reader.read
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decoding_problems = Vector.Vector reporting_stream_decoder.getReportedProblems . map Encoding_Error
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parsing_problems = Vector.Vector reader.getReportedProblems . map translate_parsing_problem
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problems = decoding_problems + parsing_problems
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on_problems.attach_problems_after result problems
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warnings_as_errors = on_problems == Problem_Behavior_Module.Report_Error
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base_parser = if format.quote.is_nothing then IdentityParser.new else
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QuoteStrippingParser.new format.quote
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value_parser = if format.value_formatter.is_nothing then base_parser else
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wrapped = format.value_formatter.wrap_base_parser base_parser
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TypeInferringParser.new format.value_formatter.get_specific_type_parsers.to_array wrapped
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cell_type_guesser = if format.headers != Infer then Nothing else
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formatter = format.value_formatter.if_nothing Data_Formatter
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TypeInferringParser.new formatter.get_specific_type_parsers.to_array IdentityParser.new
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reader = DelimitedReader.new java_reader format.delimiter format.quote format.quote_escape java_headers skip_rows row_limit max_columns value_parser cell_type_guesser format.keep_invalid_rows warnings_as_errors
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result = Table.Table reader.read
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parsing_problems = Vector.Vector reader.getReportedProblems . map translate_parsing_problem
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on_problems.attach_problems_after result parsing_problems
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@ -311,4 +311,21 @@ spec =
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t2.at "c" . to_vector . should_equal [3, 6]
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t2.columns.map .name . should_equal ["a", "b", "c"]
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Test.specify "should be able to parse raw text" <|
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text1 = """
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a,b,c
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1,2,3
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4,5,6
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t1 = Table.Table.from text1 (format = File_Format.Delimited ",")
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t1.columns.map .name . should_equal ["a", "b", "c"]
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t1.at "a" . to_vector . should_equal [1, 4]
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t1.at "b" . to_vector . should_equal [2, 5]
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t1.at "c" . to_vector . should_equal [3, 6]
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text2 = 'a\tb\n1\t2\n3\t4'
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t2 = Table.Table.from text2
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t2.columns.map .name . should_equal ["a", "b"]
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t2.at "a" . to_vector . should_equal [1, 3]
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t2.at "b" . to_vector . should_equal [2, 4]
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main = Test.Suite.run_main here.spec
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