#REQ_DEV

Prompt Category:
Requirement Development

Prompt:
extract_data.py Finally use the Target sheet https://docs.google.com/spreadsheets/d/1FEqiDqqPfb9YHAWBiqVepmmXj22zNqXNNI7NLGCDVak/edit?gid=0#gid=0 and see that all the required columns along with Mean Rating, Overall Rating, Result and Unique Id are filled in the final sheet. Clear the data in the target sheet before filling new data. And if Result is "Ok", fill the cell color Green. If Result is "Not Ok", fill the cell color "Red"

User Observation:
The target google sheet was not filled . There is a bug in the code

Response ID:
890d48e7-5db4-4c65-ac18-6341795c0908

Author: suryasandeepboda

app.log

@@ -109,3 +109,30 @@ Exception: API Error
 2025-03-13 18:25:36,260 - INFO - Calculated mean ratings
 2025-03-13 18:25:36,261 - INFO - Calculated results and color mapping
 2025-03-13 18:25:36,262 - INFO - Data retrieval successful
+2025-03-13 18:51:41,999 - INFO - Successfully loaded credentials
+2025-03-13 18:51:42,000 - INFO - file_cache is only supported with oauth2client<4.0.0
+2025-03-13 18:51:42,002 - INFO - Successfully created Google Sheets service
+2025-03-13 18:51:48,587 - INFO - Retrieved 144 rows of data
+2025-03-13 18:51:48,588 - INFO - Available columns in sheet: ['Timestamp', 'Email Address', 'Tool being used', 'Feature used', 'Task Objective', 'Repository Link', 'Repository: Public/Private', 'Repository: Lines of Code', '[Turn 1]: Prompt Category', '[Turn 1]: Prompt', '[Turn 1]: Model Response', '[Turn 1]: Model Response - File [Use only when response is too long]', '[Turn 1]: Observations', '[Turn 1]: Screenshots', '[Turn 2]: Prompt Category', '[Turn 2]: Prompt', '[Turn 2]: Model Response', '[Turn 2]: Model Response - File [Use only when response is too long]', '[Turn 2]: Observations', '[Turn 2]: Screenshot', '[Turn 3]: Prompt Category', '[Turn 3]: Prompt', '[Turn 3]: Model Response', '[Turn 3]: Model Response - File [Use only when response is too long]', '[Turn 3]: Observations', '[Turn 3]: Screenshot', '[Turn 4]: Prompt Category', '[Turn 4]: Prompt', '[Turn 4]: Model Response', '[Turn 4]: Model Response - File [Use only when response is too long]', '[Turn 4]: Observations', '[Turn 4]: Screenshot', '[Turn 5]: Prompt Category', '[Turn 5]: Prompt', '[Turn 5]: Model Response', '[Turn 5]: Model Response - File [Use only when response is too long]', '[Turn 5]: Observations', '[Turn 5]: Screenshot', '[Turn 6]: Prompt Category', '[Turn 6]: Prompt', '[Turn 6]: Model Response', '[Turn 6]: Model Response - File [Use only when response is too long]', '[Turn 6]: Observations', '[Turn 6]: Screenshot', '[Turn 7]: Prompt Category', '[Turn 7]: Prompt', '[Turn 7]: Model Response', '[Turn 7]: Model Response - File [Use only when response is too long]', '[Turn 7]: Observations', '[Turn 7]: Screenshot', 'Context Awareness', 'Context Awareness: Errors', 'Rationale for Context Awareness', 'Output Quality', 'Output Quality: Errors', 'Rationale for Output Quality', 'Autonomy', 'Autonomy: Errors', 'Rationale for Autonomy', 'Iteration Size and Speed', 'Iteration Size and Speed: Errors', 'Rationale for Iteration Size and Speed', 'Experience', 'Experience - Flexibility, Ease of Use and Reliability: Errors', 'Rationale for Experience', 'Loom Recording Link', 'Overall Rating', 'Rationale behind the overall rating', '[Turn 1]: Final Turn?', '[Turn 2]: Final Turn?', '[Turn 3]: Final Turn?', '[Turn 4]: Final Turn?', '[Turn 5]: Final Turn?', '[Turn 6]: Final Turn?', '[Turn 7]: Final Turn?', '[Turn 1]: Turn ID', '[Turn 2]: Turn ID', '[Turn 3]: Turn ID', '[Turn 4]: Turn ID', '[Turn 5]: Turn ID', '[Turn 6]: Turn ID', '[Turn 7]: Turn ID', 'Unique ID']
+2025-03-13 18:51:48,592 - INFO - Successfully filtered required columns
+2025-03-13 18:51:48,595 - INFO - Calculated mean ratings
+2025-03-13 18:51:48,596 - INFO - Calculated results and color mapping
+2025-03-13 18:51:48,597 - INFO - Data retrieval successful
+2025-03-13 18:55:17,761 - INFO - Successfully loaded credentials
+2025-03-13 18:55:17,762 - INFO - file_cache is only supported with oauth2client<4.0.0
+2025-03-13 18:55:17,764 - INFO - Successfully created Google Sheets service
+2025-03-13 18:55:20,401 - INFO - Retrieved 144 rows of data
+2025-03-13 18:55:20,402 - INFO - Available columns in sheet: ['Timestamp', 'Email Address', 'Tool being used', 'Feature used', 'Task Objective', 'Repository Link', 'Repository: Public/Private', 'Repository: Lines of Code', '[Turn 1]: Prompt Category', '[Turn 1]: Prompt', '[Turn 1]: Model Response', '[Turn 1]: Model Response - File [Use only when response is too long]', '[Turn 1]: Observations', '[Turn 1]: Screenshots', '[Turn 2]: Prompt Category', '[Turn 2]: Prompt', '[Turn 2]: Model Response', '[Turn 2]: Model Response - File [Use only when response is too long]', '[Turn 2]: Observations', '[Turn 2]: Screenshot', '[Turn 3]: Prompt Category', '[Turn 3]: Prompt', '[Turn 3]: Model Response', '[Turn 3]: Model Response - File [Use only when response is too long]', '[Turn 3]: Observations', '[Turn 3]: Screenshot', '[Turn 4]: Prompt Category', '[Turn 4]: Prompt', '[Turn 4]: Model Response', '[Turn 4]: Model Response - File [Use only when response is too long]', '[Turn 4]: Observations', '[Turn 4]: Screenshot', '[Turn 5]: Prompt Category', '[Turn 5]: Prompt', '[Turn 5]: Model Response', '[Turn 5]: Model Response - File [Use only when response is too long]', '[Turn 5]: Observations', '[Turn 5]: Screenshot', '[Turn 6]: Prompt Category', '[Turn 6]: Prompt', '[Turn 6]: Model Response', '[Turn 6]: Model Response - File [Use only when response is too long]', '[Turn 6]: Observations', '[Turn 6]: Screenshot', '[Turn 7]: Prompt Category', '[Turn 7]: Prompt', '[Turn 7]: Model Response', '[Turn 7]: Model Response - File [Use only when response is too long]', '[Turn 7]: Observations', '[Turn 7]: Screenshot', 'Context Awareness', 'Context Awareness: Errors', 'Rationale for Context Awareness', 'Output Quality', 'Output Quality: Errors', 'Rationale for Output Quality', 'Autonomy', 'Autonomy: Errors', 'Rationale for Autonomy', 'Iteration Size and Speed', 'Iteration Size and Speed: Errors', 'Rationale for Iteration Size and Speed', 'Experience', 'Experience - Flexibility, Ease of Use and Reliability: Errors', 'Rationale for Experience', 'Loom Recording Link', 'Overall Rating', 'Rationale behind the overall rating', '[Turn 1]: Final Turn?', '[Turn 2]: Final Turn?', '[Turn 3]: Final Turn?', '[Turn 4]: Final Turn?', '[Turn 5]: Final Turn?', '[Turn 6]: Final Turn?', '[Turn 7]: Final Turn?', '[Turn 1]: Turn ID', '[Turn 2]: Turn ID', '[Turn 3]: Turn ID', '[Turn 4]: Turn ID', '[Turn 5]: Turn ID', '[Turn 6]: Turn ID', '[Turn 7]: Turn ID', 'Unique ID']
+2025-03-13 18:55:20,407 - INFO - Successfully filtered required columns
+2025-03-13 18:55:20,410 - INFO - Calculated mean ratings
+2025-03-13 18:55:20,411 - INFO - Calculated results and color mapping
+2025-03-13 18:55:20,412 - INFO - Data retrieval successful
+2025-03-13 18:57:05,820 - INFO - Successfully loaded credentials
+2025-03-13 18:57:05,822 - INFO - file_cache is only supported with oauth2client<4.0.0
+2025-03-13 18:57:05,823 - INFO - Successfully created Google Sheets service
+2025-03-13 18:57:08,372 - INFO - Retrieved 144 rows of data
+2025-03-13 18:57:08,372 - INFO - Available columns in sheet: ['Timestamp', 'Email Address', 'Tool being used', 'Feature used', 'Task Objective', 'Repository Link', 'Repository: Public/Private', 'Repository: Lines of Code', '[Turn 1]: Prompt Category', '[Turn 1]: Prompt', '[Turn 1]: Model Response', '[Turn 1]: Model Response - File [Use only when response is too long]', '[Turn 1]: Observations', '[Turn 1]: Screenshots', '[Turn 2]: Prompt Category', '[Turn 2]: Prompt', '[Turn 2]: Model Response', '[Turn 2]: Model Response - File [Use only when response is too long]', '[Turn 2]: Observations', '[Turn 2]: Screenshot', '[Turn 3]: Prompt Category', '[Turn 3]: Prompt', '[Turn 3]: Model Response', '[Turn 3]: Model Response - File [Use only when response is too long]', '[Turn 3]: Observations', '[Turn 3]: Screenshot', '[Turn 4]: Prompt Category', '[Turn 4]: Prompt', '[Turn 4]: Model Response', '[Turn 4]: Model Response - File [Use only when response is too long]', '[Turn 4]: Observations', '[Turn 4]: Screenshot', '[Turn 5]: Prompt Category', '[Turn 5]: Prompt', '[Turn 5]: Model Response', '[Turn 5]: Model Response - File [Use only when response is too long]', '[Turn 5]: Observations', '[Turn 5]: Screenshot', '[Turn 6]: Prompt Category', '[Turn 6]: Prompt', '[Turn 6]: Model Response', '[Turn 6]: Model Response - File [Use only when response is too long]', '[Turn 6]: Observations', '[Turn 6]: Screenshot', '[Turn 7]: Prompt Category', '[Turn 7]: Prompt', '[Turn 7]: Model Response', '[Turn 7]: Model Response - File [Use only when response is too long]', '[Turn 7]: Observations', '[Turn 7]: Screenshot', 'Context Awareness', 'Context Awareness: Errors', 'Rationale for Context Awareness', 'Output Quality', 'Output Quality: Errors', 'Rationale for Output Quality', 'Autonomy', 'Autonomy: Errors', 'Rationale for Autonomy', 'Iteration Size and Speed', 'Iteration Size and Speed: Errors', 'Rationale for Iteration Size and Speed', 'Experience', 'Experience - Flexibility, Ease of Use and Reliability: Errors', 'Rationale for Experience', 'Loom Recording Link', 'Overall Rating', 'Rationale behind the overall rating', '[Turn 1]: Final Turn?', '[Turn 2]: Final Turn?', '[Turn 3]: Final Turn?', '[Turn 4]: Final Turn?', '[Turn 5]: Final Turn?', '[Turn 6]: Final Turn?', '[Turn 7]: Final Turn?', '[Turn 1]: Turn ID', '[Turn 2]: Turn ID', '[Turn 3]: Turn ID', '[Turn 4]: Turn ID', '[Turn 5]: Turn ID', '[Turn 6]: Turn ID', '[Turn 7]: Turn ID', 'Unique ID']
+2025-03-13 18:57:08,375 - INFO - Successfully filtered required columns
+2025-03-13 18:57:08,377 - INFO - Calculated mean ratings
+2025-03-13 18:57:08,378 - INFO - Calculated results and color mapping
+2025-03-13 18:57:08,379 - INFO - Data retrieval successful

extract_data.py

@@ -19,6 +19,102 @@
 )
 LOGGER = logging.getLogger(__name__)
 
+def clear_target_sheet():
+    """Clear the target spreadsheet"""
+    try:
+        scopes = ['https://www.googleapis.com/auth/spreadsheets']
+        creds = Credentials.from_service_account_file('credentials.json', scopes=scopes)
+        service = build('sheets', 'v4', credentials=creds)
+        
+        target_spreadsheet_id = '1FEqiDqqPfb9YHAWBiqVepmmXj22zNqXNNI7NLGCDVak'
+        range_name = 'Sheet1!A:Z'  # Clear all columns
+        
+        clear_request = service.spreadsheets().values().clear(
+            spreadsheetId=target_spreadsheet_id,
+            range=range_name
+        )
+        clear_request.execute()
+        LOGGER.info("Target sheet cleared successfully")
+        return service
+    except Exception as error:
+        LOGGER.error("Error clearing target sheet: %s", str(error))
+        return None
+
+def write_to_target_sheet(df, service):
+    """Write data to target sheet with formatting"""
+    try:
+        target_spreadsheet_id = '1FEqiDqqPfb9YHAWBiqVepmmXj22zNqXNNI7NLGCDVak'
+        
+        # Prepare data for writing
+        headers = df.columns.tolist()
+        values = [headers] + df.values.tolist()
+        
+        # Write data
+        body = {
+            'values': values
+        }
+        result = service.spreadsheets().values().update(
+            spreadsheetId=target_spreadsheet_id,
+            range='Sheet1!A1',
+            valueInputOption='RAW',
+            body=body
+        ).execute()
+        
+        # Apply conditional formatting for Result column
+        result_column_index = headers.index('Result')
+        requests = [{
+            'addConditionalFormatRule': {
+                'rule': {
+                    'ranges': [{
+                        'sheetId': 0,
+                        'startRowIndex': 1,
+                        'startColumnIndex': result_column_index,
+                        'endColumnIndex': result_column_index + 1
+                    }],
+                    'booleanRule': {
+                        'condition': {
+                            'type': 'TEXT_EQ',
+                            'values': [{'userEnteredValue': 'Ok'}]
+                        },
+                        'format': {
+                            'backgroundColor': {'red': 0.0, 'green': 1.0, 'blue': 0.0}
+                        }
+                    }
+                }
+            }
+        }, {
+            'addConditionalFormatRule': {
+                'rule': {
+                    'ranges': [{
+                        'sheetId': 0,
+                        'startRowIndex': 1,
+                        'startColumnIndex': result_column_index,
+                        'endColumnIndex': result_column_index + 1
+                    }],
+                    'booleanRule': {
+                        'condition': {
+                            'type': 'TEXT_EQ',
+                            'values': [{'userEnteredValue': 'Not ok'}]
+                        },
+                        'format': {
+                            'backgroundColor': {'red': 1.0, 'green': 0.0, 'blue': 0.0}
+                        }
+                    }
+                }
+            }
+        }]
+        
+        service.spreadsheets().batchUpdate(
+            spreadsheetId=target_spreadsheet_id,
+            body={'requests': requests}
+        ).execute()
+        
+        LOGGER.info("Data written to target sheet successfully")
+        return True
+    except Exception as error:
+        LOGGER.error("Error writing to target sheet: %s", str(error))
+        return False
+
 def get_google_sheet_data():
     """
     Retrieves and processes data from a Google Sheet.