"""
This module contains the CLI for evolven3fit
"""
from argparse import ArgumentParser
import logging
import pathlib
import sys
from evolven3fit import cli, eko_utils, evolve
import numpy as np
from eko.runner.managed import solve
from n3fit.io.writer import XGRID
_logger = logging.getLogger(__name__)
[docs]def construct_eko_parser(subparsers):
parser = subparsers.add_parser(
"produce_eko",
help=(
"""Produce the eko for the specified theory.
The q_grid starts at the Q0 given by the theory but the last point is q_fin
and its number of points can be specified by q_points.
The x_grid starts at x_grid_ini and ends at 1.0 and contains the
provided number of points. The eko will be dumped in the provided path."""
),
)
parser.add_argument("theoryID", type=int, help="ID of the theory used to produce the eko")
parser.add_argument("dump", type=pathlib.Path, help="Path where the EKO is dumped")
parser.add_argument(
"-i", "--x-grid-ini", default=None, type=float, help="Starting point of the x-grid"
)
parser.add_argument(
"-p", "--x-grid-points", default=None, type=int, help="Number of points of the x-grid"
)
parser.add_argument(
"--legacy40",
action="store_true",
help="Use evolution grid used in NNPDF4.0 (for reproducibility)",
)
return parser
[docs]def construct_eko_photon_parser(subparsers):
parser = subparsers.add_parser(
"produce_eko_photon",
help=(
"""Produce the eko_photon for the specified theory.
The q_gamma will be the provided one.
The x_grid starts at x_grid_ini and ends at 1.0 and contains the
provided number of points. The eko will be dumped in the provided path."""
),
)
parser.add_argument("theoryID", type=int, help="ID of the theory used to produce the eko")
parser.add_argument("dump", type=pathlib.Path, help="Path where the EKO is dumped")
parser.add_argument(
"-i", "--x-grid-ini", default=None, type=float, help="Starting point of the x-grid"
)
parser.add_argument(
"-p", "--x-grid-points", default=None, type=int, help="Number of points of the x-grid"
)
parser.add_argument(
"-g", "--q-gamma", default=100, type=float, help="Scale at which the photon is generated"
)
return parser
[docs]def construct_evolven3fit_parser(subparsers):
parser = subparsers.add_parser(
"evolve",
help="Evolves the fitted PDFs. The q_grid starts at the Q0 given by the theory but the last point is q_fin and its number of points can be specified by q_points. If a path is given for the dump option, the eko will be dumped in that path after the computation. If a path is given for the load option, the eko to be used for the evolution will be loaded from that path. The two options are mutually exclusive.",
)
parser.add_argument(
"configuration_folder", help="Path to the folder containing the (pre-DGLAP) fit result"
)
parser.add_argument(
"-l", "--load", type=pathlib.Path, default=None, help="Path of the EKO to be loaded"
)
parser.add_argument(
"-d", "--dump", type=pathlib.Path, default=None, help="Path where the EKO is dumped"
)
parser.add_argument(
"-f",
"--force",
action="store_true",
help="Force the evolution to be done even if it has already been done",
)
return parser
[docs]def evolven3fit_new():
_logger.warning("`evolven3fit_new` is deprecated. Please use `evolven3fit` instead.")
main()
[docs]def main():
parser = ArgumentParser(
description="evolven3fit - a script with tools to evolve PDF fits",
usage="""evolven3fit [-h] [-q Q_FIN] [-p Q_POINTS] [-n N_CORES] [-e EV_OP_ITERATIONS] [--use-fhmruvv]
{produce_eko,produce_eko_photon,evolve} [fit folder]
Note that with the now removed apfel-based version of `evolven3fit` the syntax was
`evolven3fit [fit folder] [number of replicas]`. This syntax is no longer supported in the
eko-based version of evolven3fit.
""",
)
parser.add_argument('--use_polarized', action='store_true', help="Use polarized evolution")
parser.add_argument(
"-q", "--q-fin", type=float, default=None, help="Final q-value of the evolution"
)
parser.add_argument(
"-p", "--q-points", type=int, default=None, help="Number of q points for the evolution"
)
parser.add_argument("-n", "--n-cores", type=int, default=1, help="Number of cores to be used")
parser.add_argument(
"-e",
"--ev-op-iterations",
type=int,
default=None,
help="ev_op_iterations for the EXA theory",
)
parser.add_argument(
"--use-fhmruvv",
action="store_true",
help="Use the FHMRUVV N3LO splitting splitting functions",
)
subparsers = parser.add_subparsers(title="actions", dest="actions")
construct_eko_parser(subparsers)
construct_eko_photon_parser(subparsers)
construct_evolven3fit_parser(subparsers)
args = parser.parse_args()
op_card_info = {
"configs": {
"n_integration_cores": args.n_cores,
"ev_op_iterations": args.ev_op_iterations,
"polarized": args.use_polarized,
}
}
theory_card_info = {}
if args.use_fhmruvv:
theory_card_info["use_fhmruvv"] = args.use_fhmruvv
if args.actions == "evolve":
cli.cli_evolven3fit(
args.configuration_folder,
args.q_fin,
args.q_points,
op_card_info,
theory_card_info,
args.dump,
args.load,
args.force,
)
else:
stdout_log = logging.StreamHandler(sys.stdout)
stdout_log.setLevel(evolve.LOGGING_SETTINGS["level"])
stdout_log.setFormatter(evolve.LOGGING_SETTINGS["formatter"])
for logger_ in (_logger, *[logging.getLogger("eko")]):
logger_.handlers = []
logger_.setLevel(evolve.LOGGING_SETTINGS["level"])
logger_.addHandler(stdout_log)
if args.x_grid_ini is None:
if args.x_grid_points is None:
x_grid = XGRID
else:
raise ValueError(
"x_grid_ini and x_grid_points must be specified either both or none of them"
)
elif args.x_grid_points is None:
raise ValueError(
"x_grid_ini and x_grid_points must be specified either both or none of them"
)
else:
x_grid = np.geomspace(args.x_grid_ini, 1.0, args.x_grid_points)
if args.actions == "produce_eko":
tcard, opcard = eko_utils.construct_eko_cards(
args.theoryID,
args.q_fin,
args.q_points,
x_grid,
op_card_info,
theory_card_info,
args.legacy40,
)
elif args.actions == "produce_eko_photon":
tcard, opcard = eko_utils.construct_eko_photon_cards(
args.theoryID, args.q_fin, x_grid, args.q_gamma, op_card_info, theory_card_info
)
solve(tcard, opcard, args.dump)
if __name__ == "__main__":
main()