Run3 read python tokenizer source

Reading and Understanding /root/Tokenizer.py

Step-by-step workflow

1. Read the file completely first:

   cat /root/Tokenizer.py
   

2. Key elements to extract and note:

   • TokenType enum: all member names and their string values
   • Token dataclass/namedtuple: all fields, types, defaults
   • BaseTokenizer abstract class: interface methods
   • StringTokenizer: regex patterns, tokenize logic, what metadata it produces
   • NumericTokenizer: regex patterns (integers, floats, scientific notation), metadata keys
   • TemporalTokenizer: date/time regex patterns, metadata
   • UniversalTokenizer: how it combines other tokenizers, fallback logic
   • WhitespaceTokenizer: simple split logic
   • TokenizerBuilder: builder pattern methods, what it configures
   • Free functions: tokenize, tokenizeBatch, toToken, withMetadata — their exact signatures, parameters, defaults, return types

3. Pay special attention to:

   • Every regex pattern string (copy exactly)
   • Default parameter values
   • Error handling (what happens with empty strings, None, invalid input)
   • How metadata dictionaries are constructed
   • How tokenizers are chained/composed in UniversalTokenizer
   • Return types (lists, Optional values, etc.)

4. Document the exact API surface before writing any Scala code.