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## weka.core.converters
Class CSVLoader

    java.lang.Object
      weka.core.converters.AbstractLoader
          weka.core.converters.AbstractFileLoader
              weka.core.converters.CSVLoader

All Implemented Interfaces:
  java.io.Serializable, BatchConverter, FileSourcedConverter, Loader, EnvironmentHandler, OptionHandler, RevisionHandler

    public class CSVLoader

extends AbstractFileLoader
implements BatchConverter, OptionHandler

Reads a source that is in comma separated or tab separated format. Assumes that the first row in the file determines the number of and names of the attributes.

Valid options are:

     -N <range>
      The range of attributes to force type to be NOMINAL.
      'first' and 'last' are accepted as well.
      Examples: "first-last", "1,4,5-27,50-last"
      (default: -none-)

     -S <range>
      The range of attribute to force type to be STRING.
      'first' and 'last' are accepted as well.
      Examples: "first-last", "1,4,5-27,50-last"
      (default: -none-)

     -D <range>
      The range of attribute to force type to be DATE.
      'first' and 'last' are accepted as well.
      Examples: "first-last", "1,4,5-27,50-last"
      (default: -none-)

     -format <date format>
      The date formatting string to use to parse date values.
      (default: "yyyy-MM-dd'T'HH:mm:ss")

     -M <str>
      The string representing a missing value.
      (default: ?)

Version:
  $Revision: 7431 $
Author:
  Mark Hall (mhall@cs.waikato.ac.nz)
See Also:
  `Loader`, Serialized Form

Field Summary
`static java.lang.String` | `FILE_EXTENSION` the file extension.

Fields inherited from class weka.core.converters.AbstractFileLoader
`FILE_EXTENSION_COMPRESSED`

Fields inherited from interface weka.core.converters.Loader
`BATCH, INCREMENTAL, NONE`

Constructor Summary
`CSVLoader()` default constructor.

Method Summary
`java.lang.String` | `dateAttributesTipText()` Returns the tip text for this property.
`java.lang.String` | `dateFormatTipText()` Returns the tip text for this property.
`Instances` | `getDataSet()` Return the full data set.
`java.lang.String` | `getDateAttributes()` Returns the current attribute range to be forced to type date.
`java.lang.String` | `getDateFormat()` Get the format to use for parsing date values.
`java.lang.String` | `getFileDescription()` Returns a description of the file type.
`java.lang.String` | `getFileExtension()` Get the file extension used for arff files.
`java.lang.String[]` | `getFileExtensions()` Gets all the file extensions used for this type of file.
`java.lang.String` | `getMissingValue()` Returns the current placeholder for missing values.
`Instance` | `getNextInstance(Instances structure)` CSVLoader is unable to process a data set incrementally.
`java.lang.String` | `getNominalAttributes()` Returns the current attribute range to be forced to type nominal.
`java.lang.String[]` | `getOptions()` Gets the current settings of the Classifier.
`java.lang.String` | `getRevision()` Returns the revision string.
`java.lang.String` | `getStringAttributes()` Returns the current attribute range to be forced to type string.
`Instances` | `getStructure()` Determines and returns (if possible) the structure (internally the header) of the data set as an empty set of instances.
`java.lang.String` | `globalInfo()` Returns a string describing this attribute evaluator.
`java.util.Enumeration` | `listOptions()` Returns an enumeration describing the available options.
`static void` | `main(java.lang.String[] args)` Main method.
`java.lang.String` | `missingValueTipText()` Returns the tip text for this property.
`java.lang.String` | `nominalAttributesTipText()` Returns the tip text for this property.
`void` | `reset()` Resets the Loader ready to read a new data set or the same data set again.
`void` | `setDateAttributes(java.lang.String value)` Set the attribute range to be forced to type date.
`void` | `setDateFormat(java.lang.String value)` Set the format to use for parsing date values.
`void` | `setMissingValue(java.lang.String value)` Sets the placeholder for missing values.
`void` | `setNominalAttributes(java.lang.String value)` Sets the attribute range to be forced to type nominal.
`void` | `setOptions(java.lang.String[] options)` Parses a given list of options.
`void` | `setSource(java.io.File file)` Resets the Loader object and sets the source of the data set to be the supplied File object.
`void` | `setSource(java.io.InputStream input)` Resets the Loader object and sets the source of the data set to be the supplied Stream object.
`void` | `setStringAttributes(java.lang.String value)` Sets the attribute range to be forced to type string.
`java.lang.String` | `stringAttributesTipText()` Returns the tip text for this property.

Methods inherited from class weka.core.converters.AbstractFileLoader
`getUseRelativePath, retrieveFile, runFileLoader, setEnvironment, setFile, setUseRelativePath, useRelativePathTipText`

Methods inherited from class weka.core.converters.AbstractLoader
`setRetrieval`

Methods inherited from class java.lang.Object
`equals, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait`

Field Detail

### FILE_EXTENSION

    public static java.lang.String FILE_EXTENSION

  the file extension.

Constructor Detail

### CSVLoader

    public CSVLoader()

  default constructor.

Method Detail

### getFileExtension

    public java.lang.String getFileExtension()

  Get the file extension used for arff files.

  Specified by:
    `getFileExtension` in interface `FileSourcedConverter`
  Returns:
    the file extension

### getFileDescription

    public java.lang.String getFileDescription()

  Returns a description of the file type.

  Specified by:
    `getFileDescription` in interface `FileSourcedConverter`
  Returns:
    a short file description

### getFileExtensions

    public java.lang.String[] getFileExtensions()

  Gets all the file extensions used for this type of file.

  Specified by:
    `getFileExtensions` in interface `FileSourcedConverter`
  Returns:
    the file extensions

### globalInfo

    public java.lang.String globalInfo()

  Returns a string describing this attribute evaluator.

  Returns:
    a description of the evaluator suitable for displaying in the explorer/experimenter gui

### listOptions

    public java.util.Enumeration listOptions()

  Returns an enumeration describing the available options.

  Specified by:
    `listOptions` in interface `OptionHandler`
  Returns:
    an enumeration of all the available options.

### setOptions

    public void setOptions(java.lang.String[] options)
                    throws java.lang.Exception

  Parses a given list of options.

  Valid options are:

       -N <range>
        The range of attributes to force type to be NOMINAL.
        'first' and 'last' are accepted as well.
        Examples: "first-last", "1,4,5-27,50-last"
        (default: -none-)

       -S <range>
        The range of attribute to force type to be STRING.
        'first' and 'last' are accepted as well.
        Examples: "first-last", "1,4,5-27,50-last"
        (default: -none-)

       -D <range>
        The range of attribute to force type to be DATE.
        'first' and 'last' are accepted as well.
        Examples: "first-last", "1,4,5-27,50-last"
        (default: -none-)

       -format <date format>
        The date formatting string to use to parse date values.
        (default: "yyyy-MM-dd'T'HH:mm:ss")

       -M <str>
        The string representing a missing value.
        (default: ?)

  Specified by:
    `setOptions` in interface `OptionHandler`
  Parameters:
    `options` - the list of options as an array of strings
  Throws:
    `java.lang.Exception` - if an option is not supported

### getOptions

    public java.lang.String[] getOptions()

  Gets the current settings of the Classifier.

  Specified by:
    `getOptions` in interface `OptionHandler`
  Returns:
    an array of strings suitable for passing to setOptions

### setNominalAttributes

    public void setNominalAttributes(java.lang.String value)

  Sets the attribute range to be forced to type nominal.

  Parameters:
    `value` - the range

### getNominalAttributes

    public java.lang.String getNominalAttributes()

  Returns the current attribute range to be forced to type nominal.

  Returns:
    the range

### nominalAttributesTipText

    public java.lang.String nominalAttributesTipText()

  Returns the tip text for this property.

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### setStringAttributes

    public void setStringAttributes(java.lang.String value)

  Sets the attribute range to be forced to type string.

  Parameters:
    `value` - the range

### getStringAttributes

    public java.lang.String getStringAttributes()

  Returns the current attribute range to be forced to type string.

  Returns:
    the range

### stringAttributesTipText

    public java.lang.String stringAttributesTipText()

  Returns the tip text for this property.

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### setDateAttributes

    public void setDateAttributes(java.lang.String value)

  Set the attribute range to be forced to type date.

  Parameters:
    `value` - the range

### getDateAttributes

    public java.lang.String getDateAttributes()

  Returns the current attribute range to be forced to type date.

  Returns:
    the range.

### dateAttributesTipText

    public java.lang.String dateAttributesTipText()

  Returns the tip text for this property.

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### setDateFormat

    public void setDateFormat(java.lang.String value)

  Set the format to use for parsing date values.

  Parameters:
    `value` - the format to use.

### getDateFormat

    public java.lang.String getDateFormat()

  Get the format to use for parsing date values.

  Returns:
    the format to use for parsing date values.

### dateFormatTipText

    public java.lang.String dateFormatTipText()

  Returns the tip text for this property.

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### setMissingValue

    public void setMissingValue(java.lang.String value)

  Sets the placeholder for missing values.

  Parameters:
    `value` - the placeholder

### getMissingValue

    public java.lang.String getMissingValue()

  Returns the current placeholder for missing values.

  Returns:
    the placeholder

### missingValueTipText

    public java.lang.String missingValueTipText()

  Returns the tip text for this property.

  Returns:
    tip text for this property suitable for displaying in the explorer/experimenter gui

### setSource

    public void setSource(java.io.InputStream input)
                   throws java.io.IOException

  Resets the Loader object and sets the source of the data set to be the supplied Stream object.

  Specified by:
    `setSource` in interface `Loader`
  Overrides:
    `setSource` in class `AbstractLoader`
  Parameters:
    `input` - the input stream
  Throws:
    `java.io.IOException` - if an error occurs

### setSource

    public void setSource(java.io.File file)
                   throws java.io.IOException

  Resets the Loader object and sets the source of the data set to be the supplied File object.

  Specified by:
    `setSource` in interface `Loader`
  Overrides:
    `setSource` in class `AbstractFileLoader`
  Parameters:
    `file` - the source file.
  Throws:
    `java.io.IOException` - if an error occurs

### getStructure

    public Instances getStructure()
                           throws java.io.IOException

  Determines and returns (if possible) the structure (internally the header) of the data set as an empty set of instances.

  Specified by:
    `getStructure` in interface `Loader`
  Specified by:
    `getStructure` in class `AbstractLoader`
  Returns:
    the structure of the data set as an empty set of Instances
  Throws:
    `java.io.IOException` - if an error occurs

### getDataSet

    public Instances getDataSet()
                         throws java.io.IOException

  Return the full data set. If the structure hasn't yet been determined by a call to getStructure then method should do so before processing the rest of the data set.

  Specified by:
    `getDataSet` in interface `Loader`
  Specified by:
    `getDataSet` in class `AbstractLoader`
  Returns:
    the structure of the data set as an empty set of Instances
  Throws:
    `java.io.IOException` - if there is no source or parsing fails

### getNextInstance

    public Instance getNextInstance(Instances structure)
                             throws java.io.IOException

  CSVLoader is unable to process a data set incrementally.

  Specified by:
    `getNextInstance` in interface `Loader`
  Specified by:
    `getNextInstance` in class `AbstractLoader`
  Parameters:
    `structure` - ignored
  Returns:
    never returns without throwing an exception
  Throws:
    `java.io.IOException` - always. CSVLoader is unable to process a data set incrementally.

### reset

    public void reset()
               throws java.io.IOException

  Resets the Loader ready to read a new data set or the same data set again.

  Specified by:
    `reset` in interface `Loader`
  Overrides:
    `reset` in class `AbstractFileLoader`
  Throws:
    `java.io.IOException` - if something goes wrong

### getRevision

    public java.lang.String getRevision()

  Returns the revision string.

  Specified by:
    `getRevision` in interface `RevisionHandler`
  Returns:
    the revision

### main

    public static void main(java.lang.String[] args)

  Main method.

  Parameters:
    `args` - should contain the name of an input file.

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