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synthesis_tests.py
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from task import *
import unittest
from typing import Union, List, Dict, Iterator
from VocabMaker import VocabFactory
from lookaheadIterator import LookaheadIterator
from childrenIterator import ChildrenIterator
from filters import *
from OEValuesManager import *
from filter_synthesis import *
import unittest
from transform_synthesis import *
class TestFSizeEnumerator(unittest.TestCase):
def setUp(self):
taskNumber = "ddf7fa4f" # "bb43febb"
task = Task("ARC/data/training/" + taskNumber + ".json")
task.abstraction = "nbccg"
task.input_abstracted_graphs_original[task.abstraction] = [getattr(
input, Image.abstraction_ops[task.abstraction])() for input in task.train_input]
task.output_abstracted_graphs_original[task.abstraction] = [getattr(
output, Image.abstraction_ops[task.abstraction])() for output in task.train_output]
task.get_static_inserted_objects()
task.get_static_object_attributes(task.abstraction)
setup_size_and_degree_based_on_task(task)
vocabMakers = [Size, FColor, Relation, FilterBySize, FilterByRelation]
vocab = VocabFactory.create(vocabMakers)
self.enumerator = FSizeEnumerator(task, vocab, ValuesManager())
def test_next_program(self):
self.assertTrue(self.enumerator.hasNext())
print(self.enumerator.next().values)
self.assertEqual("SIZE.MAX", self.enumerator.next().code)
self.assertEqual("SIZE.ODD", self.enumerator.next().code)
self.assertEqual("SIZE.1", self.enumerator.next().code)
self.assertEqual("SIZE.6", self.enumerator.next().code)
self.assertEqual("SIZE.8", self.enumerator.next().code)
self.assertEqual("SIZE.9", self.enumerator.next().code)
self.assertEqual("SIZE.10", self.enumerator.next().code)
self.assertEqual("SIZE.12", self.enumerator.next().code)
self.assertEqual("SIZE.16", self.enumerator.next().code)
self.assertEqual("FColor.black", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("FColor.blue", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("FColor.red", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual(1, self.enumerator.next().size)
self.assertEqual("FColor.yellow", self.enumerator.next().code)
self.assertEqual("FColor.grey", self.enumerator.next().code)
self.assertEqual("FColor.fuchsia", self.enumerator.next().code)
self.assertEqual("FColor.orange", self.enumerator.next().code)
self.assertEqual("FColor.cyan", self.enumerator.next().code)
self.assertEqual("FColor.brown", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("Relation.neighbor", self.enumerator.next().code)
self.assertEqual([[(2, 0), (6, 0), (8, 0)], [(1, 0), (4, 0), (7, 0)], [(1, 0), (6, 0), (7, 0)]], self.enumerator.next().values)
self.assertEqual("FilterBySize(SIZE.MAX)",
self.enumerator.next().code)
self.assertEqual("FilterBySize(SIZE.ODD)",
self.enumerator.next().code)
self.assertEqual("FilterBySize(SIZE.6)",
self.enumerator.next().code)
for i in range(4):
self.enumerator.next()
self.assertEqual("FilterBySize(SIZE.16)", self.enumerator.next().code)
self.assertEqual("∃y s.t (Relation.neighbor) y.(FilterBySize(SIZE.MIN))", self.enumerator.next().code)
#self.assertEqual("", self.enumerator.next().code)
#self.assertEqual("", self.enumerator.next().code)
#self.assertEqual("", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C0)", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C1, Exclude.TRUE)", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C1, Exclude.FALSE)", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C2, Exclude.TRUE)", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C2, Exclude.FALSE)", self.enumerator.next().code)
# self.assertEqual("FilterByColor(FColor.C3, Exclude.TRUE)", self.enumerator.next().code)
# for i in range(18):
# self.enumerator.next()
# self.assertEqual("And(FilterByColor(FColor.C0, Exclude.TRUE), FilterByColor(FColor.C0, Exclude.FALSE))", self.enumerator.next().code)
# self.assertEqual("And(FilterByColor(FColor.C0, Exclude.TRUE), FilterByColor(FColor.C1, Exclude.TRUE))", self.enumerator.next().code)
# this.FilterByColor(FColor.black)
class Dummy: # TestTSizeEnumerator(unittest.TestCase):
def setUp(self):
taskNumber = "ddf7fa4f"
task = Task("dataset/" + taskNumber + ".json")
task.abstraction = "nbccg"
task.input_abstracted_graphs_original[task.abstraction] = [getattr(
input, Image.abstraction_ops[task.abstraction])() for input in task.train_input]
task.output_abstracted_graphs_original[task.abstraction] = [getattr(
output, Image.abstraction_ops[task.abstraction])() for output in task.train_output]
task.get_static_inserted_objects()
task.get_static_object_attributes(task.abstraction)
tleaf_makers = [Color.black, Color.blue, Color.red, Color.green, Color.yellow, Color.grey,
Color.fuchsia, Color.orange, Color.cyan, Color.brown, NoOp(), Variable("colorVar", Types.COLOR)]
t_vocabMakers = [UpdateColor]
transform_vocab = VocabFactory(tleaf_makers, t_vocabMakers)
# UpdateColor, MoveNode, ExtendNode, MoveNodeMax, RotateNode, AddBorder, FillRectangle, HollowRectangle, Flip
self.filter = Not(FilterByColor(FColor.black))
self.enumerator = TSizeEnumerator(
task, transform_vocab, ValuesManager())
def test_next_program(self):
# self.assertEqual(list(self.enumerator.vocab.leaves()), [Color.black, Color.blue, Color.red, Color.green, Color.yellow, Color.grey, Color.fuchsia, Color.orange, Color.cyan, Color.brown])
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("Color.black", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("Color.blue", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("Color.red", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual(1, self.enumerator.next().size)
self.assertEqual("Color.yellow", self.enumerator.next().code)
self.assertEqual("Color.grey", self.enumerator.next().code)
self.assertEqual("Color.fuchsia", self.enumerator.next().code)
self.assertEqual("Color.orange", self.enumerator.next().code)
self.assertEqual("Color.cyan", self.enumerator.next().code)
self.assertEqual("Color.brown", self.enumerator.next().code)
self.assertEqual("NoOp", self.enumerator.next().code)
self.assertEqual("Variable(colorVar)", self.enumerator.next().code)
self.assertEqual("updateColor(Color.black)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.blue)",
self.enumerator.next().code)
self.assertEqual("updateColor(Color.red)", self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.green)",
self.enumerator.next().code)
self.assertEqual("updateColor(Color.yellow)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.grey)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.fuchsia)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.orange)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.cyan)",
self.enumerator.next().code)
self.assertTrue(self.enumerator.hasNext())
self.assertEqual("updateColor(Color.brown)",
self.enumerator.next().code)
self.assertFalse(self.enumerator.hasNext())
# OE gets rid of all other programs
self.assertFalse(self.enumerator.hasNext())
# self.assertEqual(self.enumerator.next().code, "[updateColor(Color.C0), updateColor(Color.C0)]")
# self.assertEqual(self.enumerator.next().code, "[updateColor(Color.C1), updateColor(Color.C0)]")
# self.assertEqual(self.enumerator.next().code, "[updateColor(Color.C1), updateColor(Color.C1)]")
# self.assertEqual(self.enumerator.next().code, "[updateColor(Color.C1), updateColor(Color.C2)]")
# self.assertEqual(self.enumerator.next().code, "[updateColor(Color.C0), updateColor(Color.C4)]")
if __name__ == "__main__":
unittest.main()