Fix issue with colring enabled + styling
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@ -7,7 +7,6 @@ This module contains the hyperopt logic
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import locale
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import locale
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import logging
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import logging
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import random
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import random
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import sys
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import warnings
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import warnings
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from math import ceil
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from math import ceil
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from collections import OrderedDict
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from collections import OrderedDict
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@ -18,7 +17,6 @@ from typing import Any, Dict, List, Optional
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import rapidjson
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import rapidjson
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from colorama import Fore, Style
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from colorama import Fore, Style
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from colorama import init as colorama_init
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from joblib import (Parallel, cpu_count, delayed, dump, load,
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from joblib import (Parallel, cpu_count, delayed, dump, load,
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wrap_non_picklable_objects)
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wrap_non_picklable_objects)
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from pandas import DataFrame, json_normalize, isna
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from pandas import DataFrame, json_normalize, isna
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@ -268,17 +266,10 @@ class Hyperopt:
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Log results if it is better than any previous evaluation
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Log results if it is better than any previous evaluation
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"""
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"""
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is_best = results['is_best']
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is_best = results['is_best']
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if not self.print_all:
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# Print '\n' after each 100th epoch to separate dots from the log messages.
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# Otherwise output is messy on a terminal.
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print('.', end='' if results['current_epoch'] % 100 != 0 else None) # type: ignore
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sys.stdout.flush()
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if self.print_all or is_best:
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if self.print_all or is_best:
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if not self.print_all:
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print(
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# Separate the results explanation string from dots
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self.get_result_table(
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print("\n")
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print(self.get_result_table(
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self.config, results, self.total_epochs,
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self.config, results, self.total_epochs,
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self.print_all, self.print_colorized,
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self.print_all, self.print_colorized,
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self.hyperopt_table_header
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self.hyperopt_table_header
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@ -675,9 +666,6 @@ class Hyperopt:
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self.dimensions: List[Dimension] = self.hyperopt_space()
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self.dimensions: List[Dimension] = self.hyperopt_space()
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self.opt = self.get_optimizer(self.dimensions, config_jobs)
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self.opt = self.get_optimizer(self.dimensions, config_jobs)
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if self.print_colorized:
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colorama_init(autoreset=True)
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try:
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try:
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with Parallel(n_jobs=config_jobs) as parallel:
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with Parallel(n_jobs=config_jobs) as parallel:
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jobs = parallel._effective_n_jobs()
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jobs = parallel._effective_n_jobs()
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@ -690,15 +678,18 @@ class Hyperopt:
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' (', progressbar.Percentage(), ')] ',
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' (', progressbar.Percentage(), ')] ',
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progressbar.Bar(marker=progressbar.AnimatedMarker(
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progressbar.Bar(marker=progressbar.AnimatedMarker(
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fill='█',
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fill='█',
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fill_wrap='\x1b[32m{}\x1b[39m',
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fill_wrap=Fore.GREEN + '{}' + Fore.RESET,
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marker_wrap='\x1b[31m{}\x1b[39m',
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marker_wrap=Style.BRIGHT + '{}' + Style.RESET_ALL,
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)),
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)),
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' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
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' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
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]
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]
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else:
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else:
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widgets = [
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widgets = [
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' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs), '] ',
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' [Epoch ', progressbar.Counter(), ' of ', str(self.total_epochs),
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progressbar.Bar(marker='█'),
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' (', progressbar.Percentage(), ')] ',
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progressbar.Bar(marker=progressbar.AnimatedMarker(
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fill='█',
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)),
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' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
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' [', progressbar.ETA(), ', ', progressbar.Timer(), ']',
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]
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]
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with progressbar.ProgressBar(
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with progressbar.ProgressBar(
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