Halaman Dashboard
""", unsafe_allow_html=True)
with col2:
if st.button("Logout" if st.session_state.get('logged_in', False) else "Logout", key="login_button"):
if st.session_state.get('logged_in', False):
st.session_state['logged_in'] = False
st.query_params["logged_out"] = "true" # Tandai bahwa logout baru saja terjadi
st.rerun()
else:
st.switch_page("pages/login.py")
st.markdown("
", unsafe_allow_html=True)
def menu():
if "page" not in st.session_state:
st.session_state["page"] = "Home"
# **Gunakan Streamlit Columns agar Navbar Sejajar (3 Kolom)**
col2, col3, col4 = st.columns([1.5, 1.5, 1.5]) # 3 Kolom (Tanpa col5)
# **Custom CSS untuk Tombol Navbar yang Spesifik**
st.markdown(
"""
""",
unsafe_allow_html=True
)
# Tombol navigasi dengan warna berbeda di col2, col3, col4
with col2:
if st.button("Prediksi", key="nav_prediksi"):
st.switch_page("pages/Prediksi.py") # Pindah ke halaman yang sudah ada
with col3:
if st.button("Dashboard", key="nav_dashboard"):
st.switch_page("pages/Dashboard.py") # Pindah ke halaman yang sesuai
with col4:
if st.button("Laporan", key="nav_laporan"):
st.switch_page("pages/Laporan.py") # Pindah ke halaman laporan
def connect_to_db():
try:
conn = mysql.connector.connect(
host=st.secrets["mysql"]["host"],
user=st.secrets["mysql"]["user"],
password=st.secrets["mysql"]["password"],
database=st.secrets["mysql"]["dbname"],
port=st.secrets["mysql"]["port"]
)
return conn
except mysql.connector.Error as e:
st.error(f"Koneksi ke database gagal: {e}")
return None
def get_all_employee_data(filter_employee_id=None, filter_join_date=None):
conn = connect_to_db()
if conn:
try:
query = """
SELECT employee_id AS ID_Karyawan, Nama, domisili as Domisili, jenis_kelamin as Jenis_Kelamin,
join_date as Tanggal_Masuk, resign_date as Tanggal_Keluar, marriage_stat as Status_Pernikahan,
dependant as Jumlah_Tanggungan, education as Pendidikan, absent_90D as Absen_90Hari,
avg_time_work as Rata_Rata_Jam_Kerja, departemen as Departemen, position as Posisi,
income as Penghasilan, total_komp as Total_Komplain, job_satisfaction as Kepuasan_Kerja,
performance_rating as Kinerja_Kerja
FROM data_employee_db WHERE 1=1"""
params = []
if filter_employee_id:
query += " AND employee_id LIKE %s"
params.append(f"%{filter_employee_id}%")
if filter_join_date:
query += " AND join_date >= %s"
params.append(filter_join_date)
df = pd.read_sql(query, conn, params=params)
return df
except mysql.connector.Error as e:
st.error(f"Terjadi kesalahan saat mengambil data: {e}")
return pd.DataFrame()
finally:
conn.close()
def get_joined_employee_data(filter_employee_id=None):
conn = connect_to_db()
if conn:
try:
query = """
SELECT
e.employee_id as ID_Karyawan,
e.comment AS Komplain,
s.job_satisfaction AS Skor_Kepuasan_Kerja,
s.performance_rating AS Skor_Kinerja_Kerja
FROM employee_comments e
INNER JOIN data_employee_db s ON e.employee_id = s.employee_id
WHERE 1=1
"""
params = []
if filter_employee_id:
query += " AND e.employee_id LIKE %s"
params.append(f"%{filter_employee_id}%")
df = pd.read_sql(query, conn, params=params)
return df
except mysql.connector.Error as e:
st.error(f"Terjadi kesalahan saat mengambil data: {e}")
return pd.DataFrame()
finally:
conn.close()
def show_exploration():
navbar()
menu()
st.markdown("""
""", unsafe_allow_html=True)
st.markdown(
"""
})