From 2abe7595abfd12fac56bb667058418d389c8e81d Mon Sep 17 00:00:00 2001
From: muhamad fais aizat <muhfaisaizat@gmail.com>
Date: Thu, 8 May 2025 14:45:27 +0700
Subject: [PATCH] fix:merapikan kode

---
 .../__pycache__/predictTomat.cpython-310.pyc  | Bin 8845 -> 8845 bytes
 .../__pycache__/priceTomat.cpython-310.pyc    | Bin 5971 -> 5971 bytes
 .../riwayatPengujian.cpython-310.pyc          | Bin 3132 -> 3118 bytes
 .../settingPredict.cpython-310.pyc            | Bin 3846 -> 3840 bytes
 backend/routes/predictTomat.py                |  16 ++--------------
 backend/routes/priceTomat.py                  |   2 +-
 backend/routes/riwayatPengujian.py            |  14 +++++++-------
 backend/routes/settingPredict.py              |   2 +-
 8 files changed, 11 insertions(+), 23 deletions(-)

diff --git a/backend/routes/__pycache__/predictTomat.cpython-310.pyc b/backend/routes/__pycache__/predictTomat.cpython-310.pyc
index f94f08574a0dde55cd11595d7181c4fa5ee8c76a..42835dd895e580ba84ea063fba3f4c265cd2ebb2 100644
GIT binary patch
delta 37
rcmeBm?RDkL=jG*M0D{&8nT&FWjeJ+77?n0Zk&<O)WZKN6(9Hw@v>6F+

delta 37
rcmeBm?RDkL=jG*M0D|Q~G8x~THu7DSV$|FGL`s&Gk#94TLN^lt!2Jpw

diff --git a/backend/routes/__pycache__/priceTomat.cpython-310.pyc b/backend/routes/__pycache__/priceTomat.cpython-310.pyc
index a3c0e8fcb6bce919bb04e0df1349dc457fd89a0e..ad24405bc411f3f79afbbde7adb606ab5500e5e7 100644
GIT binary patch
delta 35
ocmcbtcUg}wpO=@50SLSjWHKJgZsa@0!=?!27TIsU#Z$=z0H!$!RR910

delta 35
ocmcbtcUg}wpO=@50SIJFWimMBHu4?gVY3HvixfBC;;G~U0FX5ZB>(^b

diff --git a/backend/routes/__pycache__/riwayatPengujian.cpython-310.pyc b/backend/routes/__pycache__/riwayatPengujian.cpython-310.pyc
index 94221e2f1f83c3f72c6b35dd7df3f77e0df1852b..ecd8a3925283fdaec3a8efc89934c08d9858e7de 100644
GIT binary patch
delta 37
rcmdlZu}*?FpO=@50SM$0WHQ_~@>;SmRS8V?XYpsM65YI<Why%Wn{Nop

delta 51
zcmZ1{u}6Y8pO=@50SJUo3TMP_<h5ksEENHAKg^%9bg~DFKWC{Vl(%^%%T#s%PmK<}

diff --git a/backend/routes/__pycache__/settingPredict.cpython-310.pyc b/backend/routes/__pycache__/settingPredict.cpython-310.pyc
index 9ff47cc4ad78d75603374a155b9e5df701bd2f3b..0a5a719cd73398d2b6070efb5f0140e92f330995 100644
GIT binary patch
delta 30
kcmZpZYmnp3=jG*M0D|Z7G8vT{dE42Ts_Zt;VawtG0C1QG@&Et;

delta 36
pcmZpWYm?*6=jG*M0D_Jw!WlIidE41IN*#gRM{`;?Ph-pC005t$3Bv#Y

diff --git a/backend/routes/predictTomat.py b/backend/routes/predictTomat.py
index b919962d..8485b5f8 100644
--- a/backend/routes/predictTomat.py
+++ b/backend/routes/predictTomat.py
@@ -252,18 +252,6 @@ def get_price_history(
             degree = int(settings.nilai_degree) if settings.nilai_degree is not None else 3
             coef0 = float(settings.nilai_coef) if settings.nilai_coef is not None else 0.0
 
-            # 8. Latih Model SVR dengan Kernel Linear
-            # Inisialisasi Model SVR
-            # if kernel == "linear":
-            #     svr = SVR(kernel=kernel, C=C, epsilon=epsilon)
-            # else:
-            #     svr = SVR(kernel=kernel, C=C, gamma=gamma, epsilon=epsilon)
-            #     if kernel in ["poly", "sigmoid"]:
-            #         svr.coef0 = coef0
-            #     if kernel == "poly":
-            #         svr.degree = degree
-            # svr = SVR(kernel='linear', C=1.0, epsilon=0.01)
-            # svr = SVR(kernel='rbf', C=1.0, epsilon=0.01, gamma='scale')
             if kernel == "linear":
                 svr = SVR(kernel="linear", C=C,  epsilon=epsilon)
 
@@ -288,14 +276,14 @@ def get_price_history(
 
 
             # 11. Prediksi 30 Hari ke Depan
-            last_data = pd.DataFrame([X.iloc[-1].values], columns=X.columns)  # ✅ Gunakan DataFrame
+            last_data = pd.DataFrame([X.iloc[-1].values], columns=X.columns) 
 
             predictions = []
             for _ in range(7):
                 pred = svr.predict(last_data)[0]
                 predictions.append(pred)
 
-                # ✅ Update input dengan DataFrame, bukan NumPy array
+                #  Update input dengan DataFrame, bukan NumPy array
                 last_data = pd.DataFrame([[last_data.iloc[0, 1], last_data.iloc[0, 2], last_data.iloc[0, 3], pred]], columns=X.columns)
 
             # 12. Konversi hasil prediksi ke skala asli
diff --git a/backend/routes/priceTomat.py b/backend/routes/priceTomat.py
index c82279da..3c8f3744 100644
--- a/backend/routes/priceTomat.py
+++ b/backend/routes/priceTomat.py
@@ -15,7 +15,7 @@ priceTomat_router = APIRouter(
     tags=["Price Tomat"]  
 )
 
-# 🔹 GET: Ambil semua data harga tomat
+
 @priceTomat_router.get("/", dependencies=[Depends(verify_token)])
 def get_prices(db=Depends(get_db)):
     try:
diff --git a/backend/routes/riwayatPengujian.py b/backend/routes/riwayatPengujian.py
index 358b9340..fb557d93 100644
--- a/backend/routes/riwayatPengujian.py
+++ b/backend/routes/riwayatPengujian.py
@@ -14,7 +14,7 @@ riwayat_router = APIRouter(
     tags=["Riwayat Pengujian SVR"]    
 )
 
-# ✅ Get all riwayat pengujian
+#  Get all riwayat pengujian
 @riwayat_router.get("/", dependencies=[Depends(verify_token)])
 async def get_all_riwayat(db: Session = Depends(get_db)):
     try:
@@ -25,14 +25,14 @@ async def get_all_riwayat(db: Session = Depends(get_db)):
         return [dict(row._mapping) for row in result]
     except SQLAlchemyError as e:
         db.rollback()
-        print("🔥 ERROR Database:", str(e))
+        print(" ERROR Database:", str(e))
         raise HTTPException(status_code=500, detail=f"Terjadi kesalahan pada database: {str(e)}")
     except Exception as e:
-        print("🔥 ERROR tidak terduga:", str(e))
+        print(" ERROR tidak terduga:", str(e))
         raise HTTPException(status_code=500, detail=f"Terjadi kesalahan: {str(e)}")
 
 
-# ✅ Get riwayat pengujian by ID
+#  Get riwayat pengujian by ID
 @riwayat_router.get("/{id}", dependencies=[Depends(verify_token)])
 async def get_riwayat_by_id(id: int):
     query = select(riwayatPengujian).where(riwayatPengujian.c.id == id)
@@ -41,7 +41,7 @@ async def get_riwayat_by_id(id: int):
         return dict(result._mapping)
     raise HTTPException(status_code=404, detail="Riwayat Pengujian tidak ditemukan")
 
-# ✅ Create new riwayat pengujian
+#  Create new riwayat pengujian
 @riwayat_router.post("/", dependencies=[Depends(verify_token)])
 async def create_riwayat(data: RiwayatPengujian):
     query = insert(riwayatPengujian).values(
@@ -56,7 +56,7 @@ async def create_riwayat(data: RiwayatPengujian):
     conn.commit()
     return {"message": "Riwayat Pengujian berhasil ditambahkan"}
 
-# ✅ Update riwayat pengujian by ID
+#  Update riwayat pengujian by ID
 @riwayat_router.put("/{id}", dependencies=[Depends(verify_token)])
 async def update_riwayat(id: int, data: RiwayatPengujian):
     query = update(riwayatPengujian).where(riwayatPengujian.c.id == id).values(
@@ -75,7 +75,7 @@ async def update_riwayat(id: int, data: RiwayatPengujian):
     
     return {"message": "Riwayat Pengujian berhasil diperbarui"}
 
-# ✅ Delete riwayat pengujian by ID
+#  Delete riwayat pengujian by ID
 @riwayat_router.delete("/{id}", dependencies=[Depends(verify_token)])
 async def delete_riwayat(id: int):
     query = delete(riwayatPengujian).where(riwayatPengujian.c.id == id)
diff --git a/backend/routes/settingPredict.py b/backend/routes/settingPredict.py
index 11e0a5e0..c0ac0809 100644
--- a/backend/routes/settingPredict.py
+++ b/backend/routes/settingPredict.py
@@ -48,7 +48,7 @@ async def seed_database():
     conn.execute(query)
     conn.commit()
     
-    return {"message": "✅ Seeder berhasil dijalankan: Data setting_predict sudah diisi."}
+    return {"message": " Seeder berhasil dijalankan: Data setting_predict sudah diisi."}
 
 
 # Mapping kernel ke kolom yang bisa diupdate