Upload scripts/load_all_1800_students.py with huggingface_hub
Browse files
scripts/load_all_1800_students.py
CHANGED
|
@@ -1,99 +1,99 @@
|
|
| 1 |
-
"""
|
| 2 |
-
Ingests the complete 1,800 Synthetic Students Dataset into SQLite Database.
|
| 3 |
-
Creates student entities, backlog records, offers, and student login accounts.
|
| 4 |
-
"""
|
| 5 |
-
|
| 6 |
-
from __future__ import annotations
|
| 7 |
-
|
| 8 |
-
import os
|
| 9 |
-
import sys
|
| 10 |
-
import time
|
| 11 |
-
|
| 12 |
-
PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))
|
| 13 |
-
if PROJECT_ROOT not in sys.path:
|
| 14 |
-
sys.path.insert(0, PROJECT_ROOT)
|
| 15 |
-
|
| 16 |
-
if "pyarrow" not in sys.modules:
|
| 17 |
-
sys.modules["pyarrow"] = None
|
| 18 |
-
|
| 19 |
-
from sqlalchemy import select
|
| 20 |
-
from backend.app.api.auth.hasher import hash_password
|
| 21 |
-
from backend.app.importers.student_importer import StudentImporter
|
| 22 |
-
from backend.app.storage.database import SessionLocal
|
| 23 |
-
from backend.app.storage.models.entities import StudentModel, UserModel
|
| 24 |
-
from backend.app.storage.repositories.mappers import student_domain_to_entity
|
| 25 |
-
|
| 26 |
-
|
| 27 |
-
def load_1800_students() -> None:
|
| 28 |
-
start_time = time.perf_counter()
|
| 29 |
-
csv_path = os.path.join(PROJECT_ROOT, "fixtures", "students", "synthetic_students_1800.csv")
|
| 30 |
-
if not os.path.exists(csv_path):
|
| 31 |
-
print(f"Error: CSV file not found at {csv_path}")
|
| 32 |
-
return
|
| 33 |
-
|
| 34 |
-
print(f"[*] Reading and parsing {csv_path}...")
|
| 35 |
-
with open(csv_path, "rb") as f:
|
| 36 |
-
content = f.read()
|
| 37 |
-
|
| 38 |
-
importer = StudentImporter()
|
| 39 |
-
report = importer.parse_file(content, "synthetic_students_1800.csv", dry_run=False)
|
| 40 |
-
print(f"[+] Successfully parsed {len(report.imported_students)} students from 9 branches.")
|
| 41 |
-
|
| 42 |
-
db = SessionLocal()
|
| 43 |
-
try:
|
| 44 |
-
# Precompute password hash once for all 1,800 student logins
|
| 45 |
-
default_student_pwd_hash = hash_password("
|
| 46 |
-
|
| 47 |
-
# Existing roll numbers in DB
|
| 48 |
-
existing_rolls = set(db.execute(select(StudentModel.roll_no)).scalars().all())
|
| 49 |
-
existing_user_names = set(db.execute(select(UserModel.username)).scalars().all())
|
| 50 |
-
|
| 51 |
-
new_students_count = 0
|
| 52 |
-
new_users_count = 0
|
| 53 |
-
|
| 54 |
-
batch_size = 200
|
| 55 |
-
for i, s in enumerate(report.imported_students):
|
| 56 |
-
if s.roll_no not in existing_rolls:
|
| 57 |
-
entity = student_domain_to_entity(s)
|
| 58 |
-
db.add(entity)
|
| 59 |
-
existing_rolls.add(s.roll_no)
|
| 60 |
-
new_students_count += 1
|
| 61 |
-
|
| 62 |
-
if s.roll_no not in existing_user_names:
|
| 63 |
-
u = UserModel(
|
| 64 |
-
id=f"usr_{s.id}",
|
| 65 |
-
username=s.roll_no,
|
| 66 |
-
email=s.email,
|
| 67 |
-
password_hash=default_student_pwd_hash,
|
| 68 |
-
role="student",
|
| 69 |
-
student_id=s.id,
|
| 70 |
-
is_active=True,
|
| 71 |
-
)
|
| 72 |
-
db.add(u)
|
| 73 |
-
existing_user_names.add(s.roll_no)
|
| 74 |
-
new_users_count += 1
|
| 75 |
-
|
| 76 |
-
if (i + 1) % batch_size == 0:
|
| 77 |
-
db.commit()
|
| 78 |
-
print(f" --> Committed {i + 1}/{len(report.imported_students)} students...")
|
| 79 |
-
|
| 80 |
-
db.commit()
|
| 81 |
-
|
| 82 |
-
total_in_db = db.execute(select(StudentModel)).scalars().all()
|
| 83 |
-
elapsed = time.perf_counter() - start_time
|
| 84 |
-
print("=" * 65)
|
| 85 |
-
print(f"[OK] Complete Ingestion Finished in {elapsed:.2f} seconds!")
|
| 86 |
-
print(f" - Added new students: {new_students_count}")
|
| 87 |
-
print(f" - Added student logins: {new_users_count}")
|
| 88 |
-
print(f" - Total students in DB: {len(total_in_db)}")
|
| 89 |
-
print("=" * 65)
|
| 90 |
-
except Exception as exc:
|
| 91 |
-
db.rollback()
|
| 92 |
-
print(f"[!] Error during ingestion: {exc}")
|
| 93 |
-
raise
|
| 94 |
-
finally:
|
| 95 |
-
db.close()
|
| 96 |
-
|
| 97 |
-
|
| 98 |
-
if __name__ == "__main__":
|
| 99 |
-
load_1800_students()
|
|
|
|
| 1 |
+
"""
|
| 2 |
+
Ingests the complete 1,800 Synthetic Students Dataset into SQLite Database.
|
| 3 |
+
Creates student entities, backlog records, offers, and student login accounts.
|
| 4 |
+
"""
|
| 5 |
+
|
| 6 |
+
from __future__ import annotations
|
| 7 |
+
|
| 8 |
+
import os
|
| 9 |
+
import sys
|
| 10 |
+
import time
|
| 11 |
+
|
| 12 |
+
PROJECT_ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))
|
| 13 |
+
if PROJECT_ROOT not in sys.path:
|
| 14 |
+
sys.path.insert(0, PROJECT_ROOT)
|
| 15 |
+
|
| 16 |
+
if "pyarrow" not in sys.modules:
|
| 17 |
+
sys.modules["pyarrow"] = None
|
| 18 |
+
|
| 19 |
+
from sqlalchemy import select
|
| 20 |
+
from backend.app.api.auth.hasher import hash_password
|
| 21 |
+
from backend.app.importers.student_importer import StudentImporter
|
| 22 |
+
from backend.app.storage.database import SessionLocal
|
| 23 |
+
from backend.app.storage.models.entities import StudentModel, UserModel
|
| 24 |
+
from backend.app.storage.repositories.mappers import student_domain_to_entity
|
| 25 |
+
|
| 26 |
+
|
| 27 |
+
def load_1800_students() -> None:
|
| 28 |
+
start_time = time.perf_counter()
|
| 29 |
+
csv_path = os.path.join(PROJECT_ROOT, "fixtures", "students", "synthetic_students_1800.csv")
|
| 30 |
+
if not os.path.exists(csv_path):
|
| 31 |
+
print(f"Error: CSV file not found at {csv_path}")
|
| 32 |
+
return
|
| 33 |
+
|
| 34 |
+
print(f"[*] Reading and parsing {csv_path}...")
|
| 35 |
+
with open(csv_path, "rb") as f:
|
| 36 |
+
content = f.read()
|
| 37 |
+
|
| 38 |
+
importer = StudentImporter()
|
| 39 |
+
report = importer.parse_file(content, "synthetic_students_1800.csv", dry_run=False)
|
| 40 |
+
print(f"[+] Successfully parsed {len(report.imported_students)} students from 9 branches.")
|
| 41 |
+
|
| 42 |
+
db = SessionLocal()
|
| 43 |
+
try:
|
| 44 |
+
# Precompute password hash once for all 1,800 student logins (admin123)
|
| 45 |
+
default_student_pwd_hash = hash_password("admin123")
|
| 46 |
+
|
| 47 |
+
# Existing roll numbers in DB
|
| 48 |
+
existing_rolls = set(db.execute(select(StudentModel.roll_no)).scalars().all())
|
| 49 |
+
existing_user_names = set(db.execute(select(UserModel.username)).scalars().all())
|
| 50 |
+
|
| 51 |
+
new_students_count = 0
|
| 52 |
+
new_users_count = 0
|
| 53 |
+
|
| 54 |
+
batch_size = 200
|
| 55 |
+
for i, s in enumerate(report.imported_students):
|
| 56 |
+
if s.roll_no not in existing_rolls:
|
| 57 |
+
entity = student_domain_to_entity(s)
|
| 58 |
+
db.add(entity)
|
| 59 |
+
existing_rolls.add(s.roll_no)
|
| 60 |
+
new_students_count += 1
|
| 61 |
+
|
| 62 |
+
if s.roll_no not in existing_user_names:
|
| 63 |
+
u = UserModel(
|
| 64 |
+
id=f"usr_{s.id}",
|
| 65 |
+
username=s.roll_no,
|
| 66 |
+
email=s.email,
|
| 67 |
+
password_hash=default_student_pwd_hash,
|
| 68 |
+
role="student",
|
| 69 |
+
student_id=s.id,
|
| 70 |
+
is_active=True,
|
| 71 |
+
)
|
| 72 |
+
db.add(u)
|
| 73 |
+
existing_user_names.add(s.roll_no)
|
| 74 |
+
new_users_count += 1
|
| 75 |
+
|
| 76 |
+
if (i + 1) % batch_size == 0:
|
| 77 |
+
db.commit()
|
| 78 |
+
print(f" --> Committed {i + 1}/{len(report.imported_students)} students...")
|
| 79 |
+
|
| 80 |
+
db.commit()
|
| 81 |
+
|
| 82 |
+
total_in_db = db.execute(select(StudentModel)).scalars().all()
|
| 83 |
+
elapsed = time.perf_counter() - start_time
|
| 84 |
+
print("=" * 65)
|
| 85 |
+
print(f"[OK] Complete Ingestion Finished in {elapsed:.2f} seconds!")
|
| 86 |
+
print(f" - Added new students: {new_students_count}")
|
| 87 |
+
print(f" - Added student logins: {new_users_count}")
|
| 88 |
+
print(f" - Total students in DB: {len(total_in_db)}")
|
| 89 |
+
print("=" * 65)
|
| 90 |
+
except Exception as exc:
|
| 91 |
+
db.rollback()
|
| 92 |
+
print(f"[!] Error during ingestion: {exc}")
|
| 93 |
+
raise
|
| 94 |
+
finally:
|
| 95 |
+
db.close()
|
| 96 |
+
|
| 97 |
+
|
| 98 |
+
if __name__ == "__main__":
|
| 99 |
+
load_1800_students()
|