Endpoints.md

Data Pre-Processing Endpoints

/addData

Task

Adds a file to the store of datasets

Request Data

file: File part of post request (sent via a multipart/form-data form)

Response

splitFileInfo[0] -> The first "token" of the filename delimited by "."

or if the database call returns one or 0 files

"error"

/visualizeData

Task

Returns the "store" of the dataset

Request Data

None (plain GET request)

Response

responseData -> A JSON object representing the first result for "store".

/addRow

Task

Adds a row to a given file in the dataset.

Request Data

{
    fileName: <FILENAME_TO_ADD_ROW_FOR>,
    columnData: <ARRAY_OF_COLUMNS_FOR_EACH_COLUMN_IN_THE_ROW>,
    rowData: <ARRAY_OF_TITLES>
}

The backend will check to see if the column title (of the current column being iterated over) is specified in rowData.

Response

"Done"

/editRow

Task

Updates the row to a given file in the dataset.

Request Data

{
    fileName: <FILENAME_TO_EDIT_ROW_FOR>,
    columnData: <ARRAY_OF_COLUMNS_FOR_EACH_COLUMN_IN_THE_ROW>,
    newRowData: <ARRAY_OF_TITLES>
}

The backend will check to see if the column title (of the current column being iterated over) is specified in the new row data, newRowData.

Response

"Done"

/deleteRow

Task

Deletes the row for a given file from the dataCsv.

Request Data

{
    fileName: <FILENAME_OF_FILE_WE_WANT_TO_DELETE>,
    columnData: <ARRAY_OF_COLUMNS_FOR_EACH_COLUMN_IN_THE_ROW>,
    oldRowData: <ARRAY {
    	tableData: {
    		id
		}
	}>
}

The backend will check to see if there is a matching id and will drop it.

Response

"Done"

/deleteColumn

Task

Deletes checked columns for a given file from the dataCsv.

Request Data

{
    fileName: <FILENAME_OF_FILE_WE_WANT_TO_MODIFY>,
    columnData: <ARRAY_OF_COLUMNS_FOR_EACH_COLUMN_IN_THE_ROW {
    	checked,
    	title
	}>,
    oldRowData: <ARRAY {
    	tableData: {
    		id
		}
	}>
}

The backend will check for all columns that are "checked" and drop them.

Response

responseData -> File from dataset

/downloadCSV

Task

Downloads the CSV for the user.

Request Data

{
    fileName: <FILENAME_OF_FILE_WE_WANT_TO_DOWNLOAD>,
}

Response

CSV for File -> Browser gets returned the file with fullFileName as its name

/saveConfig

Task

Edits experiment configurations depending on request.

Request Data

{
    fileName: <FILENAME_OF_FILE_WE_WANT_TO_CONFIG>,
    features: <ARRAY_OF_FEATURES {
    	checked,
    	title
	}>,
	labels: <ARRAY_OF_LABELS {
    	checked,
        title
    },
	trainPercentage: <PERCENTAGE>
}

Response

"done"

/viewData

Task

Gets all of the dataset files and their information in a JSON format

Request Data

None

Response

The entire dataset in JSON form