textattack.loggers package
Misc Loggers: Loggers track, visualize, and export attack results.
Managing Attack Logs.
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class
textattack.loggers.attack_log_manager.AttackLogManager(metrics: Optional[Dict[KT, VT]])[source]
Bases: object
Logs the results of an attack to all attached loggers.
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add_output_csv(filename, color_method)[source]
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add_output_file(filename, color_method)[source]
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add_output_summary_json(filename)[source]
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disable_color()[source]
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enable_stdout()[source]
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enable_visdom()[source]
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enable_wandb(**kwargs)[source]
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flush()[source]
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log_attack_details(attack_name, model_name)[source]
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log_result(result)[source]
Logs an AttackResult on each of self.loggers.
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log_results(results)[source]
Logs an iterable of AttackResult objects on each of
self.loggers.
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log_sep()[source]
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log_summary()[source]
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log_summary_rows(rows, title, window_id)[source]
Attack Logger Wrapper
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class
textattack.loggers.logger.Logger[source]
Bases: abc.ABC
An abstract class for different methods of logging attack results.
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close()[source]
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flush()[source]
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log_attack_result(result, examples_completed=None)[source]
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log_hist(arr, numbins, title, window_id)[source]
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log_sep()[source]
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log_summary_rows(rows, title, window_id)[source]
Attack Logs to Visdom
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class
textattack.loggers.visdom_logger.VisdomLogger(env='main', port=8097, hostname='localhost')[source]
Bases: textattack.loggers.logger.Logger
Logs attack results to Visdom.
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bar(X_data, numbins=10, title=None, window_id=None)[source]
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flush()[source]
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hist(X_data, numbins=10, title=None, window_id=None)[source]
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log_attack_result(result)[source]
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log_hist(arr, numbins, title, window_id)[source]
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log_summary_rows(rows, title, window_id)[source]
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table(rows, window_id=None, title=None, header=None, style=None)[source]
Generates an HTML table.
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text(text_data, title=None, window_id='default')[source]
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textattack.loggers.visdom_logger.port_is_open(port_num, hostname='127.0.0.1')[source]