"""Functions to help export PySR equations to LaTeX.""" import sympy from sympy.printing.latex import LatexPrinter class PreciseLatexPrinter(LatexPrinter): """Modified SymPy printer with custom float precision.""" def __init__(self, settings=None, prec=3): super().__init__(settings) self.prec = prec def _print_Float(self, expr): # Reduce precision of float: reduced_float = sympy.Float(expr, self.prec) return super()._print_Float(reduced_float) def to_latex(expr, prec=3, full_prec=True, **settings): """Convert sympy expression to LaTeX with custom precision.""" settings["full_prec"] = full_prec printer = PreciseLatexPrinter(settings=settings, prec=prec) return printer.doprint(expr) def generate_table_environment(columns=["equation", "complexity", "loss"]): margins = "".join([("l" if col == "equation" else "c") for col in columns]) column_map = { "complexity": "Complexity", "loss": "Loss", "equation": "Equation", "score": "Score", } columns = [column_map[col] for col in columns] top_pieces = [ r"\begin{table}[h]", r"\begin{center}", r"\begin{tabular}{@{}" + margins + r"@{}}", r"\toprule", " & ".join(columns) + r" \\", r"\midrule", ] bottom_pieces = [ r"\bottomrule", r"\end{tabular}", r"\end{center}", r"\end{table}", ] top_latex_table = "\n".join(top_pieces) bottom_latex_table = "\n".join(bottom_pieces) return top_latex_table, bottom_latex_table