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Data¶

Overview¶

createData¶

Create a data with empty values.

Available data types: 'Chatbot', 'IntentNER', 'SpeakerVerification'.

1	createData -n 'data name' -t 'DataType'

Keyword Arguments:

-n, --name (str) -- Name of data
-t, --type (str) -- Type of data (based on the model)

dataAddEmbedding¶

Add word embedding to data

1	dataAddEmbedding -n 'data name' -e 'embedding name'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-e, --embedding (str) -- Name of embedding

dataReset¶

Reset a data, clearing all stored data values.

1	dataReset -n 'data name'

Keyword Arguments:

-n, --name (str) -- Name of data to reset

deleteData¶

Delete a data.

1	deleteData -n 'data name'

Keyword Arguments:

-n, --name (str) -- Name of data to delete

saveData¶

Save a data.

1	saveData -n 'data name'

Keyword Arguments:

-n, --name (str) -- Name of data to save

loadData¶

Load a data.

1	loadData -n 'data name'

Keyword Arguments:

-n, --name (str) -- Name of data to load

exportData¶

Export a data to zip file.

1	exportData -n 'data name' -p 'some\path\to\export\'

Keyword Arguments:

-n, --name (str) -- Name of data to export
-p, --path (str) -- Path to export file

importData¶

Import a data from zip file.

1	importModel -n 'data name' -p 'some\path\to\export\data_name.zip'

Keyword Arguments:

-n, --name (str) -- Name of data to import
-p, --path (str) -- Path to import file

getData¶

Get a list of existing data.

getData

No argument required.

This command returns a dictionary of which the keys are the name of data and the values are the details.

The details will be empty if the data is not loaded.

{
    "data_name": {
        "name": "data_name",
        "type": "<class 'data _class'>"
    }
}

getDataDetails¶

Return the details of a data.

1	getDataDetails -n 'data name'

Keyword Arguments:

-n, --name (str) -- Name of data

{
    'model_config_saved_directory': 'resources\\model_configs',
    'model_config_saved_name': 'model_config_name',
    'model_config_name': 'model_config_name',
    'embedding_saved_directory': 'resources\\embeddings\\embedding_name',
    'embedding_saved_name': 'embedding_name',
    'embedding_name': 'embedding_name',
    'cls': 'ChatbotData',
    'values': ['arr_0', 'embedding']
}

Chatbot Data¶

chatbotDataAddTwitter¶

Add twitter dataset to a chatbot data.

1	chatbotDataAddTwitter -n 'data name' -p '\some\path\twitter.txt'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-p, --path (str) -- Path to twitter file

chatbotDataAddCornell¶

Add Cornell dataset to a chatbot data.

1	chatbotDataAddCornell -n 'data name' -mcp '\some\cornell\movie_conversations.txt' -mlp '\some\cornell\movie_lines.txt'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-mcp, --movie_conversations_path (str) -- Path to movie_conversations.txt in the Cornell dataset
-mlp, --movie_lines_path (str) -- Path to movie_lines.txt in the Cornell dataset

chatbotDataAddFiles¶

Add text files to a chatbot data.

1	chatbotDataAddFile -n 'data name' -x '\some\path\x.txt' -y '\some\path\y.txt'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-x, --x_path (str) -- Path to a UTF-8 file containing a raw sentence input on each line
-y, --y_path (str) -- Path to a UTF-8 file containing a raw sentence output on each line

chatbotDataAddInput¶

Add input to a chatbot data.

1	chatbotDataAddInput -n 'data name' -x 'hey how are you'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-x, --x (str) -- Raw sentence input

chatbotDataSetInput¶

Set input as a chatbot data.

1	chatbotDataSetInput -n 'data name' -x 'hey how are you'

Keyword Arguments:

-n, --name (str) -- Name of data to set
-x, --x (str) -- Raw sentence input

IntentNER Data¶

intentNERDataSetIntentfolder¶

Set folder for IntentNER Data.

1	intentNERDataSetIntentFolder -n 'data name' -p '\\some\\path\\to\\intents'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-p, --path (str) -- Path to a folder contains input files

intentNERDataAddInput¶

Add a raw sentence as an intent NER data.

1	intentNERDataAddParseInput -n 'data name' -x 'hey how are you'

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-x, --x (str) -- Raw sentence input

intentNERDataSetInput¶

Set a raw sentence as an intent NER data.

1	intentNERDataSetParseInput -n 'data name' -x 'hey how are you'

Keyword Arguments:

-n, --name (str) -- Name of data to set
-x, --x (str) -- Raw sentence input

SpeakerVerification Data¶

speakerVerificationDataAddDataFolder¶

Add folder to a speaker verification data.

1	speakerVerificationDataAddDataFolder -n 'data name' -p 'path' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-p, -path (str) -- Path of folder to set
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)

speakerVerificationDataSetDataFolder¶

set folder to a speaker verification data.

1	speakerVerificationDataSetDataFolder -n 'data name' -p 'path' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to set
-p, -path (str) -- Path of folder to set
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)

speakerVerificationDataAddWavFile¶

Add wav file to a speaker verification data.

1	speakerVerificationDataAddWavFile -n 'data name' -p '["\some\path\01.wav"]' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-p, --path (str) -- Path to wav file
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)

speakerVerificationDataSetWavFile¶

Set wav file to a speaker verification data.

1	speakerVerificationDataSetWavFile -n 'data name' -p '["\some\path\01.wav"]' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to set
-p, --path (str) -- Path to wav file
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)

speakerVerificationDataAddTextFile¶

Add text file to a speaker verification data.

1	speakerVerificationDataAddTextFile -n 'data name' -p '["\some\path\01.txt"]' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to add on
-p, --path (str) -- Path to text file
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)

speakerVerificationDataSetTextFile¶

Set text file to a speaker verification data.

1	speakerVerificationDataSetTextFile -n 'data name' -p '["\some\path\01.txt"]' [-y True]

Keyword Arguments:

-n, --name (str) -- Name of data to set
-p, --path (str) -- Path to text file
-y, --y (bool) -- The label (True for is speaker and vice versa) of the audio files. Include for training, leave out for prediction. (Optional)