Spreadsheet dataset
Spreadsheet Dataset Class.
This class is a wrapper around the Spreadsheet dataset class. The dataset is loaded from a Google Sheet and converted to a Hugging Face dataset.
References
NONE
SpreadsheetDataset(dataset)
Bases: BaseDataset
Spreadsheet dataset class for the evaluator.
Attributes:
| Name | Type | Description |
|---|---|---|
dataset |
list[MetricInput]
|
The dataset to use for the evaluation. |
Initialize the SpreadsheetDataset class.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
dataset |
Dataset
|
The dataset to use for the evaluation. |
required |
from_gsheets(sheet_id, worksheet_name, client_email, private_key)
async
staticmethod
Load the dataset from Google Sheets.
Parameters:
| Name | Type | Description | Default |
|---|---|---|---|
sheet_id |
str
|
The ID of the Google Sheet. |
required |
worksheet_name |
str
|
The name of the worksheet within the Google Sheet. |
required |
client_email |
str
|
The client email for Google Sheets API. |
required |
private_key |
str
|
Base64-encoded private key for Google Sheets API. |
required |
Returns:
| Name | Type | Description |
|---|---|---|
SpreadsheetDataset |
SpreadsheetDataset
|
The loaded dataset. |
load()
Load the dataset.
Returns:
| Type | Description |
|---|---|
list[MetricInput]
|
list[MetricInput]: The loaded dataset. |
validate()
Validate the dataset.
Raises:
| Type | Description |
|---|---|
ValueError
|
If the dataset is not a list of MetricInput. |