Update deprecated code

app.py

@@ -15,8 +15,10 @@ st.set_page_config(page_title="PySQLify", page_icon="🔎", layout="wide")
 st.title("PySQLify")
 st.write("_Data Analysis_ Tool")
 
+p = st.write
+print = st.write
 
-@st.experimental_memo
+@st.cache_data
 def _read_csv(f, **kwargs):
     df = pd.read_csv(f, on_bad_lines="skip", **kwargs)
     # clean
@@ -79,8 +81,8 @@ def display(df):
         types_ = df.dtypes.to_dict()
         types_ = [{"Column": c, "Type": t} for c, t in types_.items()]
         df_ = pd.DataFrame(types_)
-        st.subheader("TABLE DETAILS")
-        st.write(df_)
+        st.sidebar.subheader("TABLE DETAILS")
+        st.sidebar.write(df_)
 
 
 def code_editor(language, hint, show_panel, key=None):
@@ -123,7 +125,7 @@ def code_editor(language, hint, show_panel, key=None):
     return content
 
 
-@st.experimental_memo
+@st.cache_data
 def query_data(sql, df):
     try:
         return duckdb.query(sql).df()
@@ -173,7 +175,7 @@ def run_python_script(user_script, key):
             st.exception(e)
 
 
-@st.experimental_singleton
+@st.cache_resource
 def data_profiler(df):
     return ProfileReport(df, title="Profiling Report")
 
@@ -266,12 +268,12 @@ if __name__ == "__main__":
         Describe the table:
             DESCRIBE TABLE df
         """
-        number_cells = st.number_input("Number of SQL cells to use", value=1, max_value=40)
+        number_cells = st.sidebar.number_input("Number of SQL cells to use", value=1, max_value=40)
         for i in range(number_cells):
             col1, col2 = st.columns([2, 1])
             st.markdown("<br>", unsafe_allow_html=True)
             col1.write(f"> `IN[{i+1}]`")
-            show_panel = col2.checkbox("Show cell config panel", key=f"sql{i}")
+            show_panel = col2.checkbox("Show cell config panel", key=f"sql_{i}")
             key = f"sql{i}"
             sql = code_editor("sql", hint, show_panel=show_panel, key=key)
             if sql:
@@ -312,7 +314,7 @@ if __name__ == "__main__":
             st.bar_chart(groups[i].mean())
         ```
         """
-        number_cells = st.number_input("Number of Python cells to use", value=1, max_value=40, min_value=1, help=help)
+        number_cells = st.sidebar.number_input("Number of Python cells to use", value=1, max_value=40, min_value=1, help=help)
         for i in range(number_cells):
             st.markdown("<br><br><br>", unsafe_allow_html=True)
             col1, col2 = st.columns([2, 1])
@@ -326,14 +328,14 @@ if __name__ == "__main__":
                 run_python_script(user_script, key=f"{user_script}{i}")
 
 
-    if st.checkbox("Show SQL cells", value=True):
+    if st.sidebar.checkbox("Show SQL cells", value=True):
         sql_cells(df)
-    if st.checkbox("Show Python cells", value=True):
+    if st.sidebar.checkbox("Show Python cells", value=True):
         python_cells()
 
-    st.write("---")
+    st.sidebar.write("---")
 
-    if st.checkbox("Generate Data Profile Report", help="pandas profiling, generated by [ydata-profiling](https://github.com/ydataai/ydata-profiling)"):
+    if st.sidebar.checkbox("Generate Data Profile Report", help="pandas profiling, generated by [ydata-profiling](https://github.com/ydataai/ydata-profiling)"):
         st.write("---")
         st.header("Data Profiling")
         profile = data_profiler(df)