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Merge pull request #354 from NNPDF/lh_benc_n3lo
N3LO benchmark study
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| Original file line number | Diff line number | Diff line change |
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| @@ -1,3 +1,4 @@ | ||
| *.tar | ||
| *.csv | ||
| *.dat | ||
| *.tex |
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| Original file line number | Diff line number | Diff line change |
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| from cfg import here, table_dir, xgrid | ||
| from utils import compute_n3lo_avg_err, load_n3lo_tables | ||
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| n3lo_table_dir = table_dir | ||
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| latex_tab = here / "latex_tab" | ||
| latex_tab.mkdir(exist_ok=True) | ||
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| SVS = ["central", "up", "down"] | ||
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| MIDRULE1 = r""" | ||
| \hline \hline | ||
| \multicolumn{9}{||c||}{} \\[-3mm] | ||
| \multicolumn{9}{||c||}{""" | ||
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| MIDRULE2 = r"""} \\ | ||
| \multicolumn{9}{||c||}{} \\[-0.3cm] | ||
| \hline \hline | ||
| & & & & & & & \\[-0.3cm] | ||
| """ | ||
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| BOTTOMRULE = r""" | ||
| \hline \hline | ||
| \end{tabular} | ||
| \end{center} | ||
| \end{table} | ||
| """ | ||
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| VFNS_LABELS = r""" | ||
| \multicolumn{1}{c|} {$xu_v$} & | ||
| \multicolumn{1}{c|} {$xd_v$} & | ||
| \multicolumn{1}{c|} {$xL_-$} & | ||
| \multicolumn{1}{c|} {$xL_+$} & | ||
| \multicolumn{1}{c|} {$xs_+$} & | ||
| \multicolumn{1}{c|} {$xc_+$} & | ||
| \multicolumn{1}{c|} {$xb_+$} & | ||
| \multicolumn{1}{c||}{$xg$} \\[0.5mm] | ||
| """ | ||
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| FFNS_LABELS = r""" | ||
| \multicolumn{1}{c|} {$xu_v$} & | ||
| \multicolumn{1}{c|} {$xd_v$} & | ||
| \multicolumn{1}{c|} {$xL_-$} & | ||
| \multicolumn{1}{c|} {$xL_+$} & | ||
| \multicolumn{1}{c|} {$xs_v$} & | ||
| \multicolumn{1}{c|} {$xs_+$} & | ||
| \multicolumn{1}{c|} {$xc_+$} & | ||
| \multicolumn{1}{c||}{$xg$} | ||
| """ | ||
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| def insert_headrule(scheme, approx, caption): | ||
| """Insert the middle rule.""" | ||
| label = r"\label{tab:" + f"n3lo_{scheme.lower()}_{approx.lower()}" + "}" | ||
| scheme_label = ( | ||
| r", $\, N_{\rm f} = 3\ldots 5\,$," | ||
| if scheme == "VFNS" | ||
| else r"$\, N_{\rm f} = 4$," | ||
| ) | ||
| HEADRULE = ( | ||
| r""" | ||
| \begin{table}[htp] | ||
| \caption{""" | ||
| + caption | ||
| + r"""} | ||
| """ | ||
| + label | ||
| + r""" | ||
| \begin{center} | ||
| \vspace{5mm} | ||
| \begin{tabular}{||c||r|r|r|r|r|r|r|r||} | ||
| \hline \hline | ||
| \multicolumn{9}{||c||}{} \\[-3mm] | ||
| \multicolumn{9}{||c||}{""" | ||
| # + r"""aN$^3$LO, """ | ||
| + approx | ||
| + scheme_label | ||
| + r"""$\,\mu_{\rm f}^2 = 10^4 \mbox{ GeV}^2$} \\ | ||
| \multicolumn{9}{||c||}{} \\[-0.3cm] | ||
| \hline \hline | ||
| \multicolumn{9}{||c||}{} \\[-3mm] | ||
| \multicolumn{1}{||c||}{$x$} & | ||
| """ | ||
| ) | ||
| HEADRULE += VFNS_LABELS if scheme == "VFNS" else FFNS_LABELS | ||
| HEADRULE += r"""\\[0.5mm]""" | ||
| return HEADRULE | ||
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| def insert_midrule(sv): | ||
| """Insert the middle rule.""" | ||
| # TODO: is this mapping correct or the other way round ?? | ||
| # xif2 = 2 -> up | ||
| # xif2 = 1/2 -> down | ||
| label = { | ||
| "central": r"$\mu_{\rm r}^2 = \ \mu_{\rm f}^2$", | ||
| "down": r"$\mu_{\rm r}^2 = 0.5 \ \mu_{\rm f}^2$", | ||
| "up": r"$\mu_{\rm r}^2 = 2 \ \mu_{\rm f}^2$", | ||
| } | ||
| return MIDRULE1 + label[sv] + MIDRULE2 | ||
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| def format_float(values): | ||
| """Clean float format.""" | ||
| values = values.replace("0000", "0") | ||
| values = values.replace("e-0", "$^{-") | ||
| values = values.replace("e-10", "$^{-10") | ||
| values = values.replace("e+0", "$^{+") | ||
| values = values.replace("&", "}$ &") | ||
| values = values.replace(r"\\", r"}$ \\") | ||
| return values | ||
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| def dump_table(scheme: str, approx: str, caption: str): | ||
| """Write a nice latex table.""" | ||
| final_tab = insert_headrule(scheme, approx.replace("EKO", "NNPDF"), caption) | ||
| # loop on scales | ||
| for sv in SVS: | ||
| # load tables | ||
| dfs = load_n3lo_tables(n3lo_table_dir, scheme, sv=sv, approx=approx) | ||
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| central, err = compute_n3lo_avg_err(dfs) | ||
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| central.insert(0, "x", xgrid) | ||
| values = central.to_latex(float_format="{:.4e}".format, index=False) | ||
| values = "".join(e for e in values.split("\n")[4:-3]) | ||
| final_tab += insert_midrule(sv) + format_float(values) | ||
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| final_tab += BOTTOMRULE | ||
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| # write | ||
| with open( | ||
| latex_tab / f"table-{scheme}-{approx.replace('EKO', 'NNPDF')}.tex", | ||
| "w", | ||
| encoding="utf-8", | ||
| ) as f: | ||
| f.writelines(final_tab) | ||
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| if __name__ == "__main__": | ||
| approx = "FHMRUVV" | ||
| scheme = "FFNS" | ||
| caption = r""" | ||
| Results for the FFNS aN$^3$LO evolution | ||
| for the initial conditions and the input parton distributions | ||
| given in Sec.~\ref{sec:toy_pdf}, | ||
| with the FHMRUVV splitting functions approximation and the NNPDF code. | ||
| """ | ||
| dump_table(scheme, approx, caption) | ||
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| approx = "FHMRUVV" | ||
| scheme = "VFNS" | ||
| caption = r""" | ||
| Results for the VFNS aN$^3$LO evolution | ||
| for the initial conditions and the input parton distributions | ||
| given in Sec.~\ref{sec:toy_pdf}, | ||
| with the FHMRUVV splitting functions approximation and the NNPDF code. | ||
| """ | ||
| dump_table(scheme, approx, caption) | ||
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| approx = "EKO" | ||
| scheme = "FFNS" | ||
| caption = r""" | ||
| Results for the FFNS aN$^3$LO evolution | ||
| for the initial conditions and the input parton distributions | ||
| given in Sec.~\ref{sec:toy_pdf}, | ||
| with the NNPDF splitting functions approximation. | ||
| """ | ||
| dump_table(scheme, approx, caption) | ||
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| approx = "EKO" | ||
| scheme = "VFNS" | ||
| caption = r""" | ||
| Results for the VFNS aN$^3$LO evolution | ||
| for the initial conditions and the input parton distributions | ||
| given in Sec.~\ref{sec:toy_pdf}, | ||
| with the NNPDF splitting functions approximation. | ||
| """ | ||
| dump_table(scheme, approx, caption) |
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