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Enrich string examples
Browse files- README.md +18 -1
- examples.py +7 -2
- synthesis.py +2 -2
README.md
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@@ -50,6 +50,23 @@ Program weight: 3
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Program return type: int
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```
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To add additional input-output examples, modify `examples.py`. Add a new key to the dictionary `example_set` and set the value to be a list of tuples.
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## π Abstract Syntax Tree
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@@ -85,7 +102,7 @@ source setup_jupyter.sh
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## ππ½ Acknowledgements
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I thank [Tyler Holloway](mailto:[email protected]), teaching fellow in CS252R, for her guidance
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## π« Contact
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Program return type: int
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```
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We could also try a more involved example in the string domain:
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```
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python synthesis.py --domain strings --example concatenate_3 --max-weight 5
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Synthesis Log:
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- Extracted 13 constants from examples.
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- Searching level 2 with 13 primitives.
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- Searching level 3 with 79 primitives.
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- Searching level 4 with 79 primitives.
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Synthesis Results:
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- Program found in 1.9864s.
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- Program: Concat(x0, Concat(x1, x2))
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- Program weight: 5
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- Program return type: str
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```
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To add additional input-output examples, modify `examples.py`. Add a new key to the dictionary `example_set` and set the value to be a list of tuples.
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## π Abstract Syntax Tree
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## ππ½ Acknowledgements
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I thank [Tyler Holloway](mailto:[email protected]), teaching fellow in CS252R, for her guidance.
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## π« Contact
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examples.py
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@@ -17,12 +17,17 @@ example_set = {
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'multiplication': [([2, 3], 6), ([4, 5], 20), ([7, 8], 56), ([9, 2], 18), ([3, 4], 12)],
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'division': [([6, 2], 3), ([8, 4], 2), ([9, 3], 3), ([10, 5], 2), ([12, 6], 2)],
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#
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'add_5_multiply_2': [([1, 2], 12), ([3, 4], 22), ([5, 6], 32), ([7, 8], 42), ([9, 10], 52)],
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'multiply_add_9': [([1, 2], 11), ([3, 4], 21), ([5, 6], 39), ([7, 8], 65), ([9, 10], 9)],
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# string examples
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'concatenate': [(["a", "b"], "ab"), (["c", "d"], "cd"), (["e", "f"], "ef")],
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# custom user examples
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}
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'multiplication': [([2, 3], 6), ([4, 5], 20), ([7, 8], 56), ([9, 2], 18), ([3, 4], 12)],
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'division': [([6, 2], 3), ([8, 4], 2), ([9, 3], 3), ([10, 5], 2), ([12, 6], 2)],
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# advanced arithmetic examples
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'add_5_multiply_2': [([1, 2], 12), ([3, 4], 22), ([5, 6], 32), ([7, 8], 42), ([9, 10], 52)],
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'multiply_add_9': [([1, 2], 11), ([3, 4], 21), ([5, 6], 39), ([7, 8], 65), ([9, 10], 9)],
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# basic string examples
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'concatenate': [(["a", "b"], "ab"), (["c", "d"], "cd"), (["e", "f"], "ef")],
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'right': [(["hello", 3], "llo"), (["world", 4], "orld"), (["fox", 1], "x")],
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'left': [(["hello", 2], "he"), (["world", 3], "wor"), (["fox", 2], "fo")],
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# advanced string examples
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'concatenate_3': [(["a", "b", "c"], "abc"), (["d", "e", "f"], "def"), (["g", "h", "i"], "ghi")],
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# custom user examples
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}
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synthesis.py
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@@ -30,7 +30,7 @@ def parse_args():
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parser = argparse.ArgumentParser(description="Bottom-up enumerative synthesis in Python.")
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# define valid choices for the 'domain' argument
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valid_domain_choices = ["arithmetic", "
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# add examples
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parser.add_argument('--domain', type=str, required=True, # default="arithmetic",
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# define operators
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if args.domain == "arithmetic":
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operators = arithmetic_operators
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elif args.domain == "
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operators = string_operators
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else:
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raise Exception('Domain not recognized. Must be either "arithmetic" or "string".')
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parser = argparse.ArgumentParser(description="Bottom-up enumerative synthesis in Python.")
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# define valid choices for the 'domain' argument
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valid_domain_choices = ["arithmetic", "strings"]
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# add examples
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parser.add_argument('--domain', type=str, required=True, # default="arithmetic",
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# define operators
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if args.domain == "arithmetic":
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operators = arithmetic_operators
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elif args.domain == "strings":
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operators = string_operators
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else:
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raise Exception('Domain not recognized. Must be either "arithmetic" or "string".')
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