modbot.environment.BaseConfig

class modbot.environment.BaseConfig(file_name=None, args=None)

Bases: object

Base config class

Methods

get_config([file_name, config])	Get configuration from file
save(outpath)	Save config to json file
update_config(args)	Update config with args

Attributes

ACT_PMIN	Threshold probability for moderation
BERT_ENCODER	Path to bert encoder
BERT_PREPROCESS	Path to bert preprocess model
CHANNEL	Channel to moderate
CHATTY_DIR	Path to Chatty data for training
CHECK_PMIN	Threshold probability to check for new classification
DATA_DIR	Directory where training data and model is stored
FILE_NAME	config file path
INFILE	file for training
LOGGER_LEVEL	Log level.
LOG_DIR	Directory to write logs
LOG_PATH	Get default log file name
MODEL_PATH	Path to ML model
MODEL_TYPE	Type of model to use for moderation
NICKNAME	Bot username
NOLINKS	Whether to allow links in chat or not
OFFENSIVE_WEIGHT	Ratio of ones to total number of samples for training data
PMSG_ON	Whether to send message in chat when probability is exceeded
WRITE_LOG	Whether to write chat messages to log file
attrs	Config attributes info
public_attrs	Get public attributes

ACT_PMIN = 0.6

Threshold probability for moderation

BERT_ENCODER = 'https://tfhub.dev/tensorflow/small_bert/bert_en_uncased_L-2_H-128_A-2/2'

Path to bert encoder

BERT_PREPROCESS = 'https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3'

Path to bert preprocess model

CHANNEL = None

Channel to moderate

CHATTY_DIR = None

Path to Chatty data for training

CHECK_PMIN = 0.4

Threshold probability to check for new classification

DATA_DIR = '/home/runner/work/modbot/modbot/data'

Directory where training data and model is stored

FILE_NAME = None

config file path

INFILE = None

file for training

LOGGER_LEVEL = 'VERBOSE'

Log level.

LOG_DIR = '/home/runner/work/modbot/modbot/data/logs'

Directory to write logs

property LOG_PATH

Get default log file name

MODEL_PATH = None

Path to ML model

MODEL_TYPE = 'SVM'

Type of model to use for moderation

NICKNAME = None

Bot username

NOLINKS = False

Whether to allow links in chat or not

OFFENSIVE_WEIGHT = 0.01

Ratio of ones to total number of samples for training data

PMSG_ON = False

Whether to send message in chat when probability is exceeded

WRITE_LOG = True

Whether to write chat messages to log file

property attrs

Config attributes info

get_config(file_name=None, config=None)

Get configuration from file

Parameters

• file_name (str) – Path to configuration file

• config (RunConfig) – Optional config class with stored parameters

Returns

Config class with run time configuration stored in attributes

Return type

RunConfig

property public_attrs

Get public attributes

Returns

Dictionary of public global attributes

Return type

dict

save(outpath)

Save config to json file

Parameters

outpath (str) – Path to save public attrs

update_config(args)

Update config with args

Parameters

args (parser.parse_args) – Args from argparser with which to update config