hyperactive.search_process.search_process_longMem

Complexity

Total Complexity

2

Size/Duplication

Total Lines	58
Duplicated Lines	72.41 %

Importance

Changes

0

1 Method

Rating	Name	Duplication	Size	Complexity
B	SearchProcessLongMem.__init__()	42	42	2

# Author: Simon Blanke
# Email: simon.blanke@yahoo.com
# License: MIT License


import numpy as np
import pandas as pd

from ..candidate import CandidateShortMem
from .search_process_shortMem import SearchProcessShortMem

from ..results_manager import ResultsManagerMemory


class SearchProcessLongMem(SearchProcessShortMem):
    def __init__(

This code seems to be duplicated in your project.

        self,
        nth_process,
        p_bar,
        model,
        search_space,
        search_name,
        n_iter,
        training_data,
        optimizer,
        n_jobs,
        init_para,
        memory,
        random_state,
    ):
        super().__init__(
            nth_process,
            p_bar,
            model,
            search_space,
            search_name,
            n_iter,
            training_data,
            optimizer,
            n_jobs,
            init_para,
            memory,
            random_state,
        )

        if not isinstance(search_name, str):
            search_name = str(nth_process)

        self.res = ResultsManagerMemory(search_name, model, search_space, training_data)

        self.cand = CandidateShortMem(
            self.model,
            self.training_data,
            self.search_space,
            self.init_para,
            self.memory,
            p_bar,
        )