Create python generator files for gsm symbolic templates

reasoning_gym/arithmetic/gsm_symbolic/generator_56.py

@@ -0,0 +1,62 @@
+from random import Random
+from typing import Dict, Any
+
+def generate_from_variables(family: str, item: str, total: int, n1: int, n2: int,
+                          flavor1: str, flavor2: str, flavor3: str) -> Dict[str, Any]:
+    n3 = total - (n1 + n2)
+    
+    question = f"The {family} family is busy making {item}s. So far, they've made {total} {item}s. They have {n1} {flavor1} {item}s, {n2} {flavor2} {item}s, and some {flavor3} {item}s. How many {flavor3} {item}s have they made?"
+    
+    answer_cot = f"The total number of pieces of {flavor1} and {flavor2} {item}s is {n1} + {n2} = {n1+n2}.\nTherefore, they made {total} - {n1+n2} = {n3} {flavor3} {item}s.\n#### {n3}"
+
+    return {
+        'question': question,
+        'answer': str(n3),
+        'answer_cot': answer_cot,
+        'answer_value': n3,
+        'variables': {
+            'family': family,
+            'item': item,
+            'total': total,
+            'n1': n1,
+            'n2': n2,
+            'n3': n3,
+            'flavor1': flavor1,
+            'flavor2': flavor2,
+            'flavor3': flavor3
+        }
+    }
+
+def generate_example(rng: Random, difficulty: float = 1.0) -> Dict[str, Any]:
+    families = ["Smith", "Johnson", "Williams", "Brown", "Jones"]
+    items = ["cupcake", "muffin", "brownie", "biscuit"] 
+    flavors = ["vanilla", "strawberry", "blueberry", "lemon", "peanut butter"]
+
+    family = rng.choice(families)
+    item = rng.choice(items)
+    flavor1, flavor2, flavor3 = rng.sample(flavors, 3)
+
+    total = int(rng.randrange(5000, int(10000 * difficulty), 25))
+    n1 = int(rng.randint(1000, int(3000 * difficulty)))
+    n2 = int(rng.randint(1000, int(3000 * difficulty)))
+
+    while n1 + n2 >= total:
+        n1 = int(rng.randint(1000, int(3000 * difficulty)))
+        n2 = int(rng.randint(1000, int(3000 * difficulty)))
+
+    result = generate_from_variables(family, item, total, n1, n2, flavor1, flavor2, flavor3)
+
+    return {
+        'question': result['question'],
+        'answer': result['answer'],
+        'metadata': {
+            'difficulty': difficulty,
+            'answer_value': result['answer_value'],
+            'answer_cot': result['answer_cot'],
+            'variables': result['variables']
+        }
+    }
+
+def original_example() -> Dict[str, Any]:
+    return generate_from_variables("Adams", "cookie", 7995, 2595, 3075,
+                                 "rainbow", "oatmeal", "chocolate chip")