#!/usr/bin/env python3
# pyright: reportUnusedCallResult=false

from pathlib import Path
from rich.logging import RichHandler
from rich.pretty import pprint
from logging import basicConfig, getLogger
from warnings import filterwarnings
from gettext import install
from matplotlib.pyplot import figure, show

from backscattering_analyzer import Experiment  # pyright: ignore[reportMissingTypeStubs]
from backscattering_analyzer.acquisition import AcquisitionType

install(__name__)
filterwarnings("error")

basicConfig(
    level="INFO",
    format="%(message)s",
    datefmt="[%X]",
    handlers=[RichHandler()],
)
logger = getLogger(__name__)

experiment = Experiment(
    "2024_08_15",
    Path("/home/demagny/data"),
    Path("/home/demagny/data/simulation/optickle/transfer_function/O5.mat"),
)

experiment.show(figure())
show()

results = experiment.fit_projections()

pprint(results)