What this category's data looks like
Materials for academic education management in technical colleges come from student registration forms, teaching plans, and skills training records. The update cadence advances weekly or monthly, and fields include name, major, course, training item, date, quantity, and signature column. The student registration form provides the enrolled roster and registration dates, the teaching plan gives courses and class-hour arrangements, and the skills training records carry the item, quantity, and signature of each training session. When entering the progress records and statistical verification function, the student registration form serves as the roster baseline, the teaching plan serves as the source of definitions, and the skills training records serve as item-by-item details; the three materials must be mutually cross-checkable on names, quantities, dates, and signatures.
Configuration and implementation checks
This part is executed by the connection configuration of the deployment environment (server side), not by the capability of a model node, and outputs whether the connection is available (service startup result and connection logs). The progress table and statistical definition notes are then completed by deployment handover and subsequent business processing.
| Object | Check | Verification action |
|---|---|---|
| Student registration form | Check fields, dates, and signatures: whether the enrolled name, major, registration date, and signature column are complete, and whether they match the major names in the teaching plan | In the deployment environment, check that the main business database pointed to by MONGODB_URI is connectable, then compare the majors and dates in the student registration form and the teaching plan item by item |
| Teaching plan | Check fields, dates, and signatures: whether the course name, class hours, start and end dates, and approval signature are complete, and whether they match the item names in the skills training records | Use a client to connect once to REDIS_URL to confirm the cache instance is connectable, then check the item names and quantities in the teaching plan and the skills training records |
| Skills training records | Check fields, dates, and signatures: whether the training item, quantity, training date, instructor signature, and receipt are complete, and whether they match the weekly or monthly totals | Against the deployment instructions, check that the selected vector database matches the PG_URL address, then use one week of records to check the totals and definition exceptions |
Three common errors
- Symptom: the item name and quantity of the same training record do not match between the skills training records and the teaching plan. Cause: the two materials are maintained separately and are not synchronized under the same definition and the same field names.
- Symptom: the versions of the student registration form and the teaching plan are not synchronized, and the registration dates and course start and end dates are misaligned. Cause: the update cadences differ, and old-version materials were not voided or marked with an effective date.
- Symptom: the skills training records lack an instructor signature or receipt, yet the progress table still includes them in the totals. Cause: signatures and receipts were not included in the verification checklist, and exceptions were not clearly stated in the table header definitions.
How to verify the setup
This function's acceptance: connect once to the main business database, log database, cache, and vector database item by item, and check the connection results in the startup logs; for the main business database check MONGODB_URI, for the cache check REDIS_URL, for the vector database check PG_URL, and for the log database check whether it is set or reuses the main database.
Business test: use one week of records to check the totals and see whether the definitions and exceptions are clearly stated; compare the names, quantities, dates, and signatures of the student registration form, teaching plan, and skills training records item by item.
- In the deployment environment, check that the value of the main business database connection variable matches the database address, and check whether the log database variable is set or reuses the main database according to the instructions.
- Use a client to connect once to the cache instance and check the return, then against the deployment instructions check that the selected vector database matches the address.