├── .editorconfig ├── .gitignore ├── 01-configuring-your-aws-account ├── LOAdmin.json ├── LabMachine.json └── _retry.json ├── 02-working-with-tables └── weatherstationtable.json ├── 03-working-with-items ├── COMMANDS_USED.TXT ├── PUT-ITEM-SYNTAX.txt └── weatherstationtable.json ├── 04-retrieving-items ├── COMMANDS_USED.txt ├── weatherstation_data_populate.py └── weatherstationtable.json ├── 05-case-study-setup-data-model-v1 ├── COMMANDS_USED.TXT ├── datamodelv1.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 06-load-testing-enrolment ├── enrollment.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 07-data-model-v2-retesting-enrolment ├── IDBucket.json ├── LabMachine.json ├── datamodelv2.py ├── enrollmentv2.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 08-scaling-performance ├── enrollment-multithread.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 09-conditional-and-update-expressions ├── LabMachine.json ├── courseregistration.py ├── datamodelv2.py ├── enrollment-multithread-update.py ├── enrollment-multithread.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 10-access-control-and-permissions ├── bucketpolicy.json ├── permissionsdemo.json ├── staff.html ├── staff.json ├── student.html └── student.json ├── 11-starting-from-advanced-data-model-v2 ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv2.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 12-non-key-searches-and-large-sets ├── countrystudentsfinder.py ├── showcoursesforstudent.py └── showstudentsforcourse.py ├── 13-data-model-v3-implementation ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv3.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── 14-comparing-searches-with-and-without-indexes ├── countrystudentsfinder-noindex.py ├── countrystudentsfinder-withindex.py ├── studentcourseregistration-noindex.py ├── studentcourseregistration-withindex.py ├── studentperformance-noindex.py ├── studentperformance-withindex.py ├── teacherperformance-noindex.py ├── teacherperformance-withindex.py ├── voidexams-noindex.py ├── voidexams-withindex-query.py └── voidexams-withindex-scan.py ├── 15-data-model-v4 ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv4.py ├── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg └── snstopic.json ├── 16-trigger-lecturer-performance ├── teacherperformancetrigger.json └── teacherperformancetrigger.py ├── 17-trigger-altered-grades ├── gradechangetrigger.json └── gradechangetrigger.py ├── 18-trigger-high-performance-exam-dashboard ├── examdashtrigger.json ├── examdashtrigger.py └── examsimulate.py ├── 19-federated-access ├── auth.json ├── federationdemo.html ├── federationdemo.json └── unauth.json ├── 20-export-and-import-using-data-pipeline └── deletestudents.py ├── 21-replication-and-dr ├── replicator.json └── replicator.py ├── 22-sql-like-querying-using-emr └── COMMANDS_USED.TXT ├── Getting_Setup_on_EC2_WorkAround.rtf ├── README.md ├── ZZ-DataModelv1 ├── LOAdmin.json ├── LabMachine.json ├── _retry.json ├── datamodelv1.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── ZZ-DataModelv2 ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv2.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── ZZ-DataModelv3 ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv3.py └── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ ├── teacher-id-4.jpg │ └── teacher-id-5.jpg ├── ZZ-DataModelv4 ├── IDBucket.json ├── LOAdmin.json ├── LabMachine.json ├── datamodelv4.py ├── images │ ├── exam.jpg │ ├── student-id-1.jpg │ ├── student-id-2.jpg │ ├── student-id-3.jpg │ ├── student-id-4.jpg │ ├── student-id-5.jpg │ ├── teacher-id-1.jpg │ ├── teacher-id-2.jpg │ ├── teacher-id-3.jpg │ 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