ProgAgent_Learning Tool Orchestration
through Programmatic Training

# data: parsed schedule rows (course, instructor, time, administrator).
# parse_tool_result: helper defined earlier to decode the tool response.
admin3_courses = [(c, i, t) for c, i, t, a in data if a == "admin3"]
instructor_map = {}
for name in set(i for _, i, _ in admin3_courses):
    result = tools["canvas_canvas_list_account_users"](
        account_id=account_id, search_term=name, page=1, per_page=20)
    users = parse_tool_result(result)
    if users:
        u = users[0] if isinstance(users, list) else users
        instructor_map[name] = u['id']

print(f"Processing {len(admin3_courses)} courses...")
created_courses = []
for idx, (course_name, instructor, class_time) in enumerate(admin3_courses):
    try:
        course = tools["canvas_canvas_create_course"](
            account_id=account_id, name=course_name,
            start_at=(date.today()).isoformat(),
            end_at=(date.today() + timedelta(days=365)).isoformat(),
            time_zone="America/Denver")
        course_id = course['id']
        tools["canvas_canvas_enroll_user"](
            course_id=course_id, user_id=instructor_map[instructor],
            role="TeacherEnrollment", enrollment_state="active")
        created_courses.append((course_name, course_id, instructor, class_time))
        print(f"[{idx+1}/{len(admin3_courses)}] Created {course_name} (ID={course_id}) for {instructor}")
    except Exception as e:
        print(f"ERROR {idx}: {e}")
print(f"\nCreated {len(created_courses)} courses.")

# created_courses: 27 course tuples listed earlier in this call.
for course_name, course_id, instructor, class_time in created_courses:
    message = f"Welcome to {course_name}. This course is taught by {instructor} at {class_time}."
    try:
        tools["canvas_canvas_create_announcement"](
            course_id=course_id, title=f"{course_name} Class Info",
            message=message, published=True)
        print(f"Announcement for {course_name} (ID={course_id}): {message[:80]}...")
    except Exception as e:
        print(f"Announcement ERROR for {course_name}: {e}")

# courses: 27 course-name/ID pairs (literal list omitted).
# instructor_map: Canvas instructor IDs to names (dictionary omitted).
print("=== FINAL COMPREHENSIVE VERIFICATION ===\n")

# Track instructor-to-course count
instructor_courses = {}
for cname, cid in courses:
    detail = tools["canvas_canvas_get_course"](course_id=cid)
    tid = detail['teachers'][0]['id'] if detail['teachers'] else None
    if tid:
        instructor_courses.setdefault(tid, []).append(cname)

# Verify
all_ok = True
failures = []

for course_name, course_id in courses:
    detail = tools["canvas_canvas_get_course"](course_id=course_id)
    state_ok = detail['workflow_state'] == 'available'
    teacher_ok = len(detail['teachers']) == 1
    # Check teacher is correct
    actual_teacher = detail['teachers'][0]['display_name'] if detail['teachers'] else 'NONE'

    syll_ok = detail['public_syllabus']
    anns = tools["canvas_canvas_list_announcements"](course_id=course_id)
    ann_ok = len(anns) >= 1

    if not state_ok:
        failures.append(f"{course_name}: state={detail['workflow_state']}")
    if not teacher_ok:
        failures.append(f"{course_name}: teachers count={len(detail['teachers'])}")
    if not syll_ok:
        failures.append(f"{course_name}: syllabus not public")
    if not ann_ok:
        failures.append(f"{course_name}: no announcements")

    print(f"{course_name}: state={detail['workflow_state']}, teachers={len(detail['teachers'])} ({actual_teacher}), syll={syll_ok}, anns={len(anns)}")

if failures:
    print(f"\n✗ {len(failures)} failures: {failures}")
else:
    print(f"\n✓ All {len(courses)} courses verified successfully!")

# Instructor summary
print("\nInstructor-Course Mapping:")
for tid, cnames in sorted(instructor_courses.items()):
    print(f"  {tid} ({instructor_map[tid]}): {len(cnames)} courses - {cnames}")

print(f"\nTotal unique instructors: {len(instructor_courses)}")
print(f"Total courses: {len(courses)}")