<commit_before>package epic.features

/**
 *
 * @author dlwh
 */
object WordShapeGenerator extends (String=>String) with Serializable {

  def apply(v1: String) = signatureFor(v1)<commit_msg>docs...<commit_after>package epic.features

/**
 * Generates "word-shapes" that track capitalization patterns and character type
 * patterns. e.g.
 * @author dlwh
 */
object WordShapeGenerator extends (String=>String) with Serializable {

  def apply(v1: String) = signatureFor(v1)
{'fraction_non_alphanumeric': 0.11864406779661017, 'fraction_numerical': 0.00847457627118644, 'mean_word_length': 4.987341772151899, 'pattern_counts': {'":': 0, '<': 3, '<?xml version=': 0, '>': 5, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
{'dir': 'git-commits-cleaned', 'id': '3867079', 'n_tokens_mistral': 142, 'n_tokens_neox': 138, 'n_words': 38}