Creating a test set from a CSV file for Test Workbench
You can create a test set from the CSV file template provided in the Amazon Lex V2 console by entering the values directly by using a CSV spreadsheet editor. The test set is a comma-separated value (CSV) file consisting of single user utterances and multi-turn conversations recorded in the following columns:
-
Line # – this column is an incremental counter that keeps track of the total filled rows to test.
-
Conversation # – this column tracks the number of turns in a conversations. For single inputs, this column can be left empty, filled with "-" or "N/A". For conversations, each turn within a conversations will be assigned the same conversation number.
-
Source – this column is set to "User" or "Agent". For single inputs, it will be always set to "User".
-
Input – this column includes the user utterance or the bot prompts.
-
Expected Output Intent – this column captures the intent fulfilled in the input.
-
Intent Expected Output Slot 1 – this column captures the first slot elicited in the user input. The test set should include a column called Expected Output Slot X for each slot in the user input.
Example of a test set with single inputs:
| Line # | Conversation # | Source | Input | Expected Output Intent | Expected Output Slot 1 | Expected Output Slot 2 |
|---|---|---|---|---|---|---|
|
1 |
User |
book a cleaning appointment tomorrow |
MakeAppointment |
AppointmentType = cleaning |
Date = tomorrow |
|
|
2 |
N/A |
User |
book a cleaning appointment on April 15th |
MakeAppointment |
AppointmentType = cleaning |
Date = 4/15/23 |
|
3 |
N/A |
User |
book appointment for December first |
MakeAppointment |
Date = December first |
|
|
4 |
N/A |
User |
book a cleaning appointment |
MakeAppointment |
AppointmentType = cleaning |
|
|
1 |
User |
Can you help me book an appointment? |
MakeAppointment |
Example of a test set with conversations
| Line # | Conversation # | Source | Input | Expected Output Intent | Expected Output Slot 1 | Expected Output Slot 2 | Expected Output Slot 3 |
|---|---|---|---|---|---|---|---|
|
1 |
1 |
User |
book an appointment |
MakeAppointment |
|||
|
2 |
1 |
Agent |
What type of appointment would you like to schedule? |
MakeAppointment |
|||
|
3 |
1 |
User |
cleaning |
MakeAppointment |
AppointmentType = cleaning |
||
|
4 |
1 |
Agent |
When should I schedule your appointment? |
MakeAppointment |
|||
|
5 |
1 |
User |
tomorrow |
MakeAppointment |
Date = tomorrow |
||
|
6 |
2 |
User |
book a root canal appointment today |
MakeAppointment |
AppointmentType = root canal |
Date = today |
|
|
7 |
2 |
Agent |
At what time should I schedule your appointment? |
MakeAppointment |
|||
|
8 |
2 |
User |
eleven a.m. |
MakeAppointment |
Time = eleven a.m. |
