| """ |
| Salesforce reward functions for CRM task validation. |
| |
| This module contains reward validation functions for Salesforce CRM tasks, |
| particularly for complex workflows like lead conversion. |
| """ |
|
|
| from typing import Any, Dict, Tuple |
|
|
|
|
| def _validate_salesforce_convert_lead(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]: |
| """ |
| Validate that a lead has been successfully converted to a contact. |
| |
| This function checks: |
| 1. The active tab is the leads list page |
| 2. The lead has status 'Converted' and a convertedToContactId |
| 3. A new contact exists with the lead's information (name: Michael Brown) |
| |
| Args: |
| initial_state: The initial state before the conversion |
| final_state: The final state after the conversion |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| active_tab_id = final_state.get("activeTabId") |
| if active_tab_id != "home-listLeads": |
| return 0.0, f"Expected activeTabId to be 'home-listLeads', got '{active_tab_id}'" |
|
|
| |
| leads = final_state.get("leads", []) |
| if not leads: |
| return 0.0, "No leads found in final state" |
|
|
| |
| lead = None |
| for temp_lead in leads: |
| if temp_lead.get("id") == "lead-001": |
| lead = temp_lead |
| break |
|
|
| if not lead: |
| return 0.0, "Lead with id 'lead-001' not found" |
|
|
| |
| lead_status = lead.get("leadStatus") |
| converted_to_contact_id = lead.get("convertedToContactId") |
|
|
| if lead_status != "Converted": |
| return 0.0, f"Expected leadStatus to be 'Converted', got '{lead_status}'" |
|
|
| if not converted_to_contact_id: |
| return 0.0, "Expected convertedToContactId to be set, but it's missing" |
|
|
| |
| contacts = final_state.get("contacts", []) |
| if not contacts: |
| return 0.0, "No contacts found in final state" |
|
|
| |
| contact = None |
| for c in contacts: |
| if c.get("id") == converted_to_contact_id: |
| contact = c |
| break |
|
|
| if not contact: |
| return 0.0, f"Contact with id '{converted_to_contact_id}' not found" |
|
|
| |
| contact_name = contact.get("name") |
| if contact_name != "Michael Brown": |
| return 0.0, f"Expected contact name to be 'Michael Brown', got '{contact_name}'" |
|
|
| |
| contact_company = contact.get("company") |
| lead_company = lead.get("company") |
| if contact_company != lead_company: |
| return 0.0, f"Contact company '{contact_company}' doesn't match lead company '{lead_company}'" |
|
|
| |
| return 1.0, "Lead successfully converted to contact with correct information" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| def _validate_salesforce_create_and_convert_lead( |
| initial_state: Dict[str, Any], final_state: Dict[str, Any] |
| ) -> Tuple[float, str]: |
| """ |
| Validate that a lead has been created and successfully converted to a contact. |
| |
| This function checks: |
| 1. The active tab is the leads list page |
| 2. A lead exists with name 'Robert Taylor' and status 'Converted' |
| 3. The lead has a convertedToContactId set |
| 4. A new contact exists with the lead's information |
| 5. The contact has the correct name and company |
| |
| Args: |
| initial_state: The initial state before the creation and conversion |
| final_state: The final state after the creation and conversion |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| active_tab_id = final_state.get("activeTabId") |
| if active_tab_id != "home-listLeads": |
| return 0.0, f"Expected activeTabId to be 'home-listLeads', got '{active_tab_id}'" |
|
|
| |
| leads = final_state.get("leads", []) |
| if not leads: |
| return 0.0, "No leads found in final state" |
|
|
| |
| robert_lead = None |
| for lead in leads: |
| if lead.get("name") == "Robert Taylor": |
| robert_lead = lead |
| break |
|
|
| if not robert_lead: |
| return 0.0, "Lead with name 'Robert Taylor' not found" |
|
|
| |
| lead_status = robert_lead.get("leadStatus") |
| converted_to_contact_id = robert_lead.get("convertedToContactId") |
|
|
| if lead_status != "Converted": |
| return 0.0, f"Expected leadStatus to be 'Converted', got '{lead_status}'" |
|
|
| if not converted_to_contact_id: |
| return 0.0, "Expected convertedToContactId to be set, but it's missing" |
|
|
| |
| contacts = final_state.get("contacts", []) |
| if not contacts: |
| return 0.0, "No contacts found in final state" |
|
|
| |
| contact = None |
| for c in contacts: |
| if c.get("id") == converted_to_contact_id: |
| contact = c |
| break |
|
|
| if not contact: |
| return 0.0, f"Contact with id '{converted_to_contact_id}' not found" |
|
|
| |
| contact_name = contact.get("name") |
| if contact_name != "Robert Taylor": |
| return 0.0, f"Expected contact name to be 'Robert Taylor', got '{contact_name}'" |
|
|
| |
| contact_company = contact.get("company") |
| lead_company = robert_lead.get("company") |
| if contact_company != lead_company: |
| return 0.0, f"Contact company '{contact_company}' doesn't match lead company '{lead_company}'" |
|
|
| |
| contact_email = contact.get("email") |
| lead_email = robert_lead.get("email") |
| if contact_email != lead_email: |
| return 0.0, f"Contact email '{contact_email}' doesn't match lead email '{lead_email}'" |
|
|
| |
| initial_leads = initial_state.get("leads", []) |
| initial_robert_exists = any(lead.get("name") == "Robert Taylor" for lead in initial_leads) |
| if initial_robert_exists: |
| return 0.0, "Lead 'Robert Taylor' already existed in initial state - should be newly created" |
|
|
| |
| return 1.0, "Lead 'Robert Taylor' successfully created and converted to contact with correct information" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| def _validate_salesforce_create_new_lead(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]: |
| """ |
| Validate that a new lead has been successfully created. |
| |
| This function checks: |
| 1. The active tab is a lead details page |
| 2. A lead exists with name 'Jane Smith' and company 'Innovation Labs' |
| 3. The lead was not in the initial state (proves it was created) |
| |
| Args: |
| initial_state: The initial state before the lead creation |
| final_state: The final state after the lead creation |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| active_tab_id = final_state.get("activeTabId") |
| if not active_tab_id or not active_tab_id.startswith("lead-"): |
| return 0.0, f"Expected activeTabId to start with 'lead-', got '{active_tab_id}'" |
|
|
| |
| leads = final_state.get("leads", []) |
| if not leads: |
| return 0.0, "No leads found in final state" |
|
|
| |
| jane_lead = None |
| for lead in leads: |
| if lead.get("name") == "Jane Smith": |
| jane_lead = lead |
| break |
|
|
| if not jane_lead: |
| return 0.0, "Lead with name 'Jane Smith' not found" |
|
|
| |
| if jane_lead.get("company") != "Innovation Labs": |
| return 0.0, f"Expected company to be 'Innovation Labs', got '{jane_lead.get('company')}'" |
|
|
| |
| initial_leads = initial_state.get("leads", []) |
| initial_jane_exists = any(lead.get("name") == "Jane Smith" for lead in initial_leads) |
| if initial_jane_exists: |
| return 0.0, "Lead 'Jane Smith' already existed in initial state - should be newly created" |
|
|
| |
| return 1.0, "Lead 'Jane Smith' successfully created with correct information" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| def _validate_salesforce_create_new_case(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]: |
| """ |
| Validate that a new case has been successfully created. |
| |
| This function checks: |
| 1. The active tab is a case details page |
| 2. A case exists with subject 'Technical support request' |
| 3. The case was not in the initial state (proves it was created) |
| |
| Args: |
| initial_state: The initial state before the case creation |
| final_state: The final state after the case creation |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| active_tab_id = final_state.get("activeTabId") |
| if not active_tab_id or not active_tab_id.startswith("case-"): |
| return 0.0, f"Expected activeTabId to start with 'case-', got '{active_tab_id}'" |
|
|
| |
| cases = final_state.get("cases", []) |
| if not cases: |
| return 0.0, "No cases found in final state" |
|
|
| |
| support_case = None |
| for case in cases: |
| if case.get("subject") == "Technical support request": |
| support_case = case |
| break |
|
|
| if not support_case: |
| return 0.0, "Case with subject 'Technical support request' not found" |
|
|
| |
| initial_cases = initial_state.get("cases", []) |
| initial_case_exists = any(case.get("subject") == "Technical support request" for case in initial_cases) |
| if initial_case_exists: |
| return 0.0, "Case 'Technical support request' already existed in initial state - should be newly created" |
|
|
| |
| return 1.0, "Case 'Technical support request' successfully created" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| def _validate_salesforce_edit_lead_inline(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]: |
| """ |
| Validate that a lead's title has been successfully edited inline. |
| |
| This function checks: |
| 1. Lead with id 'lead-001' exists |
| 2. The lead's title has been changed from 'VP of Sales' to 'Senior VP of Sales' |
| 3. Other lead fields remain unchanged |
| |
| Args: |
| initial_state: The initial state before the edit |
| final_state: The final state after the edit |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| initial_leads = initial_state.get("leads", []) |
| final_leads = final_state.get("leads", []) |
|
|
| initial_lead = None |
| for lead in initial_leads: |
| if lead.get("id") == "lead-001": |
| initial_lead = lead |
| break |
|
|
| final_lead = None |
| for lead in final_leads: |
| if lead.get("id") == "lead-001": |
| final_lead = lead |
| break |
|
|
| if not initial_lead: |
| return 0.0, "Lead 'lead-001' not found in initial state" |
|
|
| if not final_lead: |
| return 0.0, "Lead 'lead-001' not found in final state" |
|
|
| |
| if initial_lead.get("title") != "VP of Sales": |
| return 0.0, f"Initial title should be 'VP of Sales', got '{initial_lead.get('title')}'" |
|
|
| if final_lead.get("title") != "Senior VP of Sales": |
| return 0.0, f"Expected title to be 'Senior VP of Sales', got '{final_lead.get('title')}'" |
|
|
| |
| fields_to_check = ["name", "company", "email", "phone", "leadStatus"] |
| for field in fields_to_check: |
| if initial_lead.get(field) != final_lead.get(field): |
| return 0.0, f"Field '{field}' should not have changed, but it did" |
|
|
| |
| return 1.0, "Lead title successfully updated to 'Senior VP of Sales'" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| def _validate_salesforce_create_and_close_case(initial_state: Dict[str, Any], final_state: Dict[str, Any]) -> Tuple[float, str]: |
| """ |
| Validate that a case has been created and successfully closed. |
| |
| This function checks: |
| 1. The active tab is still a case details page |
| 2. A case exists with subject 'Customer complaint resolved' and status 'Closed' |
| 3. The case was not in the initial state (proves it was created) |
| |
| Args: |
| initial_state: The initial state before the case creation and closure |
| final_state: The final state after the case creation and closure |
| |
| Returns: |
| Tuple of (score, reason) where score is 1.0 for success, 0.0 for failure |
| """ |
| try: |
| |
| active_tab_id = final_state.get("activeTabId") |
| if not active_tab_id or not active_tab_id.startswith("case-"): |
| return 0.0, f"Expected activeTabId to start with 'case-', got '{active_tab_id}'" |
|
|
| |
| cases = final_state.get("cases", []) |
| if not cases: |
| return 0.0, "No cases found in final state" |
|
|
| |
| complaint_case = None |
| for case in cases: |
| if case.get("subject") == "Customer complaint resolved": |
| complaint_case = case |
| break |
|
|
| if not complaint_case: |
| return 0.0, "Case with subject 'Customer complaint resolved' not found" |
|
|
| |
| case_status = complaint_case.get("status") |
| if case_status != "Closed": |
| return 0.0, f"Expected case status to be 'Closed', got '{case_status}'" |
|
|
| |
| initial_cases = initial_state.get("cases", []) |
| initial_case_exists = any(case.get("subject") == "Customer complaint resolved" for case in initial_cases) |
| if initial_case_exists: |
| return 0.0, "Case 'Customer complaint resolved' already existed in initial state - should be newly created" |
|
|
| |
| return 1.0, "Case 'Customer complaint resolved' successfully created and closed" |
|
|
| except Exception as e: |
| return 0.0, f"Error during validation: {str(e)}" |
|
|
|
|
| |
| REWARD_FUNCTIONS_SALESFORCE = { |
| "_validate_salesforce_convert_lead": _validate_salesforce_convert_lead, |
| "_validate_salesforce_create_and_convert_lead": _validate_salesforce_create_and_convert_lead, |
| "_validate_salesforce_create_new_lead": _validate_salesforce_create_new_lead, |
| "_validate_salesforce_create_new_case": _validate_salesforce_create_new_case, |
| "_validate_salesforce_edit_lead_inline": _validate_salesforce_edit_lead_inline, |
| "_validate_salesforce_create_and_close_case": _validate_salesforce_create_and_close_case, |
| } |
|
|
| __all__ = [ |
| "REWARD_FUNCTIONS_SALESFORCE", |
| "_validate_salesforce_convert_lead", |
| "_validate_salesforce_create_and_convert_lead", |
| "_validate_salesforce_create_new_lead", |
| "_validate_salesforce_create_new_case", |
| "_validate_salesforce_edit_lead_inline", |
| "_validate_salesforce_create_and_close_case", |
| ] |
|
|