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from dreamcoder.program import Primitive, prettyProgram |
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from dreamcoder.grammar import Grammar |
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from dreamcoder.type import tlist, tint, arrow, baseType |
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PROGRAM = baseType("PROGRAM") |
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RECORD = baseType("RECORD") |
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FUNC = baseType("FUNC") |
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VAR = baseType("VAR") |
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STMT = baseType("STMT") |
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EXPR = baseType("EXPR") |
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ASSIGN = baseType("ASSIGN") |
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LHS = baseType("LHS") |
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IF = baseType("IF") |
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FOREACH = baseType("FOREACH") |
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WHILE = baseType("WHILE") |
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BREAK = baseType("BREAK") |
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CONTINUE = baseType("CONTINUE") |
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RETURN = baseType("RETURN") |
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NOOP = baseType("NOOP") |
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FIELD = baseType("FIELD") |
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CONSTANT = baseType("CONSTANT") |
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INVOKE = baseType("INVOKE") |
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TERNARY = baseType("TERNARY") |
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CAST = baseType("CAST") |
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TYPE = baseType("TYPE") |
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function_name = baseType("function_name") |
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field_name = baseType("field_name") |
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name = baseType("name") |
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value = baseType("value") |
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def _program(records): return lambda funcs: {'types': records, 'funcs': funcs} |
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def _func(string): return lambda tp: lambda name: lambda vars1: lambda vars2: lambda stmts: [string, tp, name, vars1, vars2, stmts] |
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def _var(tp): return lambda name: ['var', tp, name] |
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def _assign(tp): return lambda lhs: lambda expr: ['assign', tp, lhs, expr] |
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def _if(tp): return lambda expr: lambda stmts1: lambda stmts2: ['if', tp, expr, stmts1, stmts2] |
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def _foreach(tp): return lambda var: lambda expr: lambda stmts: ['foreach', tp, expr, stmts] |
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def _while(tp): return lambda expr: lambda stmts1: lambda stmts1: ['while', tp, expr, stmts1, stmts2] |
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def _return(tp): return lambda expr: ['return', tp, expr] |
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def _field(tp): return lambda expr: lambda field_name: ['field', tp, expr, field_name] |
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def _constant(tp): return lambda value: ['val', tp, value] |
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def _invoke(tp): return lambda function_name: lambda exprs: ['invoke', tp, function_name, exprs] |
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def _ternary(tp): return lambda expr1: lambda expr2: lambda expr3: ['?:', tp, expr1, expr2, expr3] |
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def _cast(tp): return lambda expr: ['cast', tp, expr] |
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def napsPrimitives(): |
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return [ |
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Primitive("program", arrow(tlist(RECORD), tlist(FUNC), PROGRAM), _program), |
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Primitive("func", arrow(TYPE, name, tlist(VAR), tlist(VAR), tlist(VAR), tlist(STMT)), _func('func')), |
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Primitive("ctor", arrow(TYPE, name, tlist(VAR), tlist(VAR), tlist(VAR), tlist(STMT)), _func('ctor')), |
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Primitive("var", arrow(TYPE, name, VAR), _var) |
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] + [ |
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Primitive("stmt_expr", arrow(EXPR, STMT), lambda x: x), |
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Primitive("stmt_if", arrow(IF, STMT), lambda x: x), |
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Primitive("stmt_foreach", arrow(FOREACH, STMT), lambda x: x), |
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Primitive("stmt_while", arrow(WHILE, STMT), lambda x: x), |
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Primitive("stmt_break", arrow(BREAK, STMT), lambda x: x), |
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Primitive("stmt_continue", arrow(CONTINUE, STMT), lambda x: x), |
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Primitive("stmt_return", arrow(RETURN, STMT), lambda x: x), |
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Primitive("stmt_noop", arrow(NOOP, STMT), lambda x: x) |
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] + [ |
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Primitive("expr_assign", arrow(ASSIGN, EXPR), lambda x: x), |
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Primitive("expr_var", arrow(VAR, EXPR), lambda x: x), |
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Primitive("expr_field", arrow(FIELD, EXPR), lambda x: x), |
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Primitive("expr_constant", arrow(CONSTANT, EXPR), lambda x: x), |
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Primitive("expr_invoke", arrow(INVOKE, EXPR), lambda x: x), |
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Primitive("expr_ternary", arrow(TERNARY, EXPR), lambda x: x), |
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Primitive("expr_cast", arrow(CAST, EXPR), lambda x: x) |
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] + [ |
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Primitive("assign", arrow(TYPE, LHS, EXPR, ASSIGN), _assign) |
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] + [ |
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Primitive("lhs_var", arrow(VAR, LHS), lambda x: x), |
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Primitive("lhs_field", arrow(FIELD, LHS), lambda x: x), |
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Primitive("lhs_invoke", arrow(INVOKE, LHS), lambda x: x) |
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] + [ |
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Primitive("if", arrow(TYPE, EXPR, tlist(STMT), tlist(STMT), IF), _if), |
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Primitive("foreach", arrow(TYPE, VAR, EXPR, tlist(STMT), FOREACH), _foreach), |
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Primitive("while", arrow(TYPE, EXPR, tlist(STMT), tlist(STMT), WHILE), _while), |
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Primitive("break", arrow(TYPE, BREAK), lambda tp: ['break', tp]), |
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Primitive("continue", arrow(TYPE, CONTINUE), lambda tp: ['continue', tp]), |
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Primitive("return", arrow(TYPE, EXPR, RETURN), _return), |
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Primitive("noop", NOOP, ['noop']), |
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Primitive("field", arrow(TYPE, EXPR, field_name, FIELD), _field), |
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Primitive("constant", arrow(TYPE, value, CONSTANT), _constant), |
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Primitive("invoke", arrow(TYPE, function_name, tlist(EXPR), INVOKE), _invoke), |
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Primitive("ternary", arrow(TYPE, EXPR, EXPR, EXPR, TERNARY), _ternary), |
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Primitive("cast", arrow(TYPE, EXPR, CAST), _cast) |
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] + [ |
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Primitive("bool", TYPE, 'bool'), |
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Primitive("char", TYPE, 'char'), |
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Primitive("char*", TYPE, 'char*'), |
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Primitive("int", TYPE, 'int'), |
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Primitive("real", TYPE, 'real'), |
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Primitive("array", arrow(TYPE, TYPE), lambda tp: tp + '*'), |
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Primitive("set", arrow(TYPE, TYPE), lambda tp: tp + '%'), |
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Primitive("map", arrow(TYPE, TYPE, TYPE), lambda tp1: lambda tp2: '<'+tp1+'|'+tp2+'>'), |
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Primitive("record_name", TYPE, 'record_name#') |
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] + [ |
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Primitive('list_init_stmt', arrow(STMT, tlist(STMT)), lambda stmt: [stmt]), |
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Primitive('list_add_stmt', arrow(STMT, tlist(STMT), tlist(STMT)), lambda stmt: lambda stmts: stmts + [stmt]), |
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Primitive('list_init_expr', arrow(EXPR, tlist(EXPR)), lambda expr: [expr]), |
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Primitive('list_add_expr', arrow(EXPR, tlist(EXPR), tlist(EXPR)), lambda expr: lambda exprs: exprs + [expr]), |
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Primitive('list_init_var', arrow(VAR, tlist(VAR)), lambda var: [var]), |
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Primitive('list_add_var', arrow(VAR, tlist(VAR), tlist(VAR)), lambda var: lambda _vars: _vars + [var]) |
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] + [ |
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Primitive('0', value, 0), |
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Primitive("1", value, "1"), |
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Primitive("-1", value, "-1") |
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] + [ |
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Primitive('+', function_name, '+'), |
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Primitive('&&', function_name, "&&"), |
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Primitive("!", function_name, "!"), |
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Primitive("!=", function_name, "!="), |
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Primitive("string_find", function_name,"string_find") |
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] + [ |
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Primitive('', field_name, '') |
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] + [ |
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Primitive(f'var{str(i)}', name, f'var{str(i)}') for i in range(12) |
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] |
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def ec_prog_to_uast(prog): |
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uast = prog.evaluate([]) |
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return uast |
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def deepcoderProductions(): |
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return [(0.0, prim) for prim in deepcoderPrimitives()] |
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if __name__ == "__main__": |
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g = Grammar.fromProductions(deepcoderProductions(), logVariable=.9) |
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request = arrow(tlist(tint), tint, tint) |
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p = g.sample(request) |
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print("request:", request) |
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print("program:") |
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print(prettyProgram(p)) |
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print("flattened_program:") |
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flat = flatten_program(p) |
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print(flat) |
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