# Package opennlp.tools.tokenize

Contains classes related to finding token or words in a string. All tokenizer implement the Tokenizer interface. Currently there is the learnable `TokenizerME`, the `WhitespaceTokenizer` and the `SimpleTokenizer` which is a character class tokenizer.

- Interface Summary
  Interface | Description
  --- | ---
  Detokenizer | A Detokenizer merges tokens back to their untokenized representation.
  TokenContextGenerator | Interface for `TokenizerME` context generators.
  Tokenizer | The interface for tokenizers, which segment a string into its tokens.
  TokenizerEvaluationMonitor |

- Class Summary
  Class | Description
  --- | ---
  DefaultTokenContextGenerator | Generate events for maxent decisions for tokenization.
  DetokenizationDictionary |
  DetokenizerEvaluator | The `DetokenizerEvaluator` measures the performance of the given `Detokenizer` with the provided reference `TokenSample`s.
  DictionaryDetokenizer | A rule based detokenizer.
  SimpleTokenizer | Performs tokenization using character classes.
  TokenizerCrossValidator |
  TokenizerEvaluator | The `TokenizerEvaluator` measures the performance of the given `Tokenizer` with the provided reference `TokenSample`s.
  TokenizerFactory | The factory that provides `Tokenizer` default implementations and resources.
  TokenizerME | A Tokenizer for converting raw text into separated tokens.
  TokenizerModel | The `TokenizerModel` is the model used by a learnable `Tokenizer`.
  TokenizerStream | The `TokenizerStream` uses a tokenizer to tokenize the input string and output `TokenSample`s.
  TokenSample | A `TokenSample` is text with token spans.
  TokenSampleStream | This class is a stream filter which reads in string encoded samples and creates `TokenSample`s out of them.
  TokSpanEventStream | This class reads the `TokenSample`s from the given `Iterator` and converts the `TokenSample`s into `Event`s which can be used by the maxent library for training.
  WhitespaceTokenizer | This tokenizer uses white spaces to tokenize the input text.
  WhitespaceTokenStream | This stream formats a `TokenSample`s into whitespace separated token strings.
  WordpieceTokenizer | A WordPiece tokenizer.

- Enum Summary
  Enum | Description
  --- | ---
  DetokenizationDictionary.Operation |
  Detokenizer.DetokenizationOperation | This enum contains an operation for every token to merge the tokens together to their detokenized form.