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formatting
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37 changed files with 504 additions and 666 deletions
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@ -1,7 +1,9 @@
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"""Leg counting task generator"""
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from dataclasses import dataclass
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from random import Random
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from typing import Dict, Optional
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from ..dataset import ProceduralDataset
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ANIMALS = {
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@ -52,14 +54,16 @@ ANIMALS = {
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"woodlouse": 14,
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}
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@dataclass
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class LegCountingConfig:
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"""Configuration for leg counting task generation"""
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min_animals: int = 2 # Minimum number of animals in problem
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max_animals: int = 5 # Maximum number of animals
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max_instances: int = 3 # Maximum instances of each animal
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min_animals: int = 2 # Minimum number of animals in problem
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max_animals: int = 5 # Maximum number of animals
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max_instances: int = 3 # Maximum instances of each animal
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seed: Optional[int] = None
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size: int = 500 # Virtual dataset size
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size: int = 500 # Virtual dataset size
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def validate(self):
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"""Validate configuration parameters"""
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@ -80,39 +84,36 @@ class LegCountingDataset(ProceduralDataset):
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"""Generate a random set of animals and their counts"""
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num_types = rng.randint(self.config.min_animals, self.config.max_animals)
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animals = {}
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# Select random animals
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selected_animals = rng.sample(list(ANIMALS.keys()), num_types)
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for animal in selected_animals:
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count = rng.randint(1, self.config.max_instances)
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animals[animal] = count
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return animals
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def __getitem__(self, idx: int) -> dict:
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"""Generate a single leg counting task"""
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rng = Random(self.seed + idx)
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# Generate random animals and their counts
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animals = self._generate_animals(rng)
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# Calculate total legs
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total_legs = sum(count * ANIMALS[animal] for animal, count in animals.items())
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# Format animal counts for question
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animal_list = []
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for animal, count in animals.items():
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animal_list.append(f"{count} {animal}{'s' if count > 1 else ''}")
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question = "How many legs are there in total if you have " + ", ".join(animal_list) + "?"
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return {
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"question": question,
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"answer": str(total_legs),
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"metadata": {
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"animals": animals,
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"total_legs": total_legs
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}
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"metadata": {"animals": animals, "total_legs": total_legs},
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}
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