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pedrojrv/nucml

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Showing 5 of 41 total issues

Function load_exfor has a Cognitive Complexity of 26 (exceeds 8 allowed). Consider refactoring.
Confirmed

def load_exfor(log=False, basic=-1, mode="neutrons", filters=False, max_en=2.0E7):
    """Load the EXFOR dataset in its varius forms.
 
    This function helps load ML-ready EXFOR datasets for different particle induce reactions or all of them.
 
 
Severity: Minor
Found in nucml/datasets/exfor.py - About 3 hrs to fix

Function ml_results_plotly has a Cognitive Complexity of 20 (exceeds 8 allowed). Consider refactoring.
Confirmed

def ml_results_plotly(results_dict, order_dict={}, save=False, render_browser=False, show=False):
    """Plot the machine learning predictions from the dictionary generated by the.
 
    Args:
        results_dict (dict): Generated dictionary from the .
Severity: Minor
Found in nucml/exfor/plot.py - About 2 hrs to fix

Function plot_exfor_w_references has a Cognitive Complexity of 18 (exceeds 8 allowed). Consider refactoring.
Confirmed

def plot_exfor_w_references(df, Z, A, MT, nat_iso="I", new_data=empty_df, endf=empty_df, error=False, get_endf=True,
                            reverse_log=False, legend_size=21, save=False, interpolate=False, legend=False, alpha=0.7,
                            one_hot=False, log_plot=False, path='', ref=False, new_data_label="Additional Data",
                            dpi=300, figure_size=(14, 10)):
    """Plot Cross Section for a particular Isotope with or without references.
Severity: Minor
Found in nucml/exfor/data_utilities.py - About 1 hr to fix

Function _parse_and_format_numerical_columns has a Cognitive Complexity of 16 (exceeds 8 allowed). Consider refactoring.
Confirmed

def _parse_and_format_numerical_columns(df):
    # Defining Numerical Columns to Fix and casting them as strings
    cols = ["Energy", "dEnergy", "Data", "dData", "Cos/LO", "dCos/LO", "ELV/HL", "dELV/HL"]
    df[cols] = df[cols].astype(str)
    df[cols] = df[cols].replace(to_replace="         ", value=np.nan)
Severity: Minor
Found in nucml/exfor/csv_creator.py - About 1 hr to fix

Function generate_bench_ml_xs has a Cognitive Complexity of 12 (exceeds 8 allowed). Consider refactoring.
Confirmed

def generate_bench_ml_xs(df, models_df, bench_name, to_scale, raw_saving_dir, template_dir=template_path,
                         comp_threshold=0.10):
    """Generate cross section files using ML-generated values."""
    to_scale_copy = to_scale.copy()
    results_df = models_df.copy()
Severity: Minor
Found in nucml/ace/ml_utilities.py - About 55 mins to fix
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