adding Analysis for site database

apps/dump_analysis.py

@@ -9,18 +9,77 @@ from utils.utils_vars import (
     GsmAnalysisData,
     LteFddAnalysisData,
     LteTddAnalysisData,
+    SiteAnalysisData,
     WcdmaAnalysisData,
 )
 
-":red[**L2300 Parameters:**]"
-
 
 def dump_analysis_space():
 
     st.title("ANALYTICS DATA")
 
-    ####################### GSM ANALYTICS DATA #######################################
+    ####################### SITE ANALYTICS DATA #######################################
+
+    st.subheader(":violet[SITE ANALYTICS DATA]")
+
+    (
+        total_number_of_site_col,
+        total_munber_of_gsm_site_col,
+        total_munber_of_wcdma_site_col,
+        total_munber_of_lte_site_col,
+    ) = st.columns((1, 1, 1, 1))
+    with total_number_of_site_col:
+        st.metric("Number of Site", SiteAnalysisData.total_number_of_site)
+    with total_munber_of_gsm_site_col:
+        st.metric("Number of GSM Site", SiteAnalysisData.total_munber_of_gsm_site)
+    with total_munber_of_wcdma_site_col:
+        st.metric("Number of WCDMA Site", SiteAnalysisData.total_number_of_wcdma_site)
+    with total_munber_of_lte_site_col:
+        st.metric("Number of LTE Site", SiteAnalysisData.total_number_of_lte_site)
+
+    st.markdown("***")
+    st.markdown(":violet[**Gsm Bands Distribution**]")
+    gsm_distribution_data_col, gsm_distribution_plot_col = st.columns(2)
+    with gsm_distribution_data_col:
+        st.write(SiteAnalysisData.gsm_bands_distribution)
+    with gsm_distribution_plot_col:
+        st.bar_chart(SiteAnalysisData.gsm_bands_distribution, horizontal=True)
+
+    st.markdown("***")
+    st.markdown(":violet[**Wcdma Bands Distribution**]")
+    wcdma_distribution_data_col, wcdma_distribution_plot_col = st.columns(2)
+    with wcdma_distribution_data_col:
+        st.write(SiteAnalysisData.wcdma_bands_distribution)
+    with wcdma_distribution_plot_col:
+        st.bar_chart(SiteAnalysisData.wcdma_bands_distribution, horizontal=True)
 
+    st.markdown("***")
+    st.markdown(":violet[**Lte Bands Distribution**]")
+    lte_distribution_data_col, lte_distribution_plot_col = st.columns(2)
+    with lte_distribution_data_col:
+        st.write(SiteAnalysisData.lte_bands_distribution)
+    with lte_distribution_plot_col:
+        st.bar_chart(SiteAnalysisData.lte_bands_distribution, horizontal=True)
+
+    st.markdown("***")
+    st.markdown(":violet[**All Bands Distribution**]")
+    all_bands_distribution_data_col, all_bands_distribution_plot_col = st.columns(2)
+    with all_bands_distribution_data_col:
+        st.write(SiteAnalysisData.all_bands_distribution)
+    with all_bands_distribution_plot_col:
+        st.bar_chart(SiteAnalysisData.all_bands_distribution)
+
+    st.markdown("***")
+    st.markdown(":violet[**Number of Trx per Site Distribution**]")
+    (
+        number_of_trx_per_site_distribution_data_col,
+        number_of_trx_per_site_distribution_plot_col,
+    ) = st.columns(2)
+    with number_of_trx_per_site_distribution_data_col:
+        st.write(SiteAnalysisData.number_of_trx_per_site_distribution)
+    with number_of_trx_per_site_distribution_plot_col:
+        st.bar_chart(SiteAnalysisData.number_of_trx_per_site_distribution)
+    ####################### GSM ANALYTICS DATA #######################################
     st.subheader(":blue[GSM ANALYTICS DATA]")
 
     (

queries/process_site_db.py

@@ -1,11 +1,12 @@
 import pandas as pd
 
-from utils.utils_vars import UtilsVars
+from utils.utils_vars import SiteAnalysisData, UtilsVars
 
 GSM_COLUMNS = [
     "code",
     "site_name",
     "site_config_band",
+    "Region",
     "number_trx_per_site",
     "Longitude",
     "Latitude",
@@ -15,6 +16,7 @@ GSM_COLUMNS = [
 WCDMA_COLUMNS = [
     "code",
     "site_name",
+    "Region",
     "site_config_band",
     "Longitude",
     "Latitude",
@@ -24,6 +26,15 @@ LTE_COLUMNS = [
     "code",
     "lnbts_name",
     "site_config_band",
+    "Region",
+    "Longitude",
+    "Latitude",
+    "Hauteur",
+]
+
+CODE_COLUMNS = [
+    "code",
+    "Region",
     "Longitude",
     "Latitude",
     "Hauteur",
@@ -81,33 +92,13 @@ def site_db():
     ################################# CODE DATAFRAME#############################
 
     gsm_code_df: pd.DataFrame = (
-        gsm_df[
-            [
-                "code",
-                "Longitude",
-                "Latitude",
-                "Hauteur",
-            ]
-        ].copy()
-        if gsm_df is not None
-        else pd.DataFrame()
+        gsm_df[CODE_COLUMNS].copy() if gsm_df is not None else pd.DataFrame()
     )
     wcdma_code_df: pd.DataFrame = (
-        wcdma_df[["code", "Longitude", "Latitude", "Hauteur"]].copy()
-        if wcdma_df is not None
-        else pd.DataFrame()
+        wcdma_df[CODE_COLUMNS].copy() if wcdma_df is not None else pd.DataFrame()
     )
     lte_code_df: pd.DataFrame = (
-        lte_df[
-            [
-                "code",
-                "Longitude",
-                "Latitude",
-                "Hauteur",
-            ]
-        ].copy()
-        if lte_df is not None
-        else pd.DataFrame()
+        lte_df[CODE_COLUMNS].copy() if lte_df is not None else pd.DataFrame()
     )
 
     code_df: pd.DataFrame = pd.concat(
@@ -150,6 +141,7 @@ def site_db():
         [
             "code",
             "site_name",
+            "Region",
             "2G_Bands",
             "3G_Bands",
             "4G_Bands",
@@ -164,5 +156,27 @@ def site_db():
     site_df.sort_values(by=["code"], inplace=True)
 
     UtilsVars.all_db_dfs.append(site_df)
+    UtilsVars.all_db_dfs_names.append("SITE")
 
-    print(site_df)
+    ####################### SITE ANALYSIS ###################################################
+
+    SiteAnalysisData.total_number_of_site = len(site_df["code"].unique())
+    SiteAnalysisData.total_munber_of_gsm_site = site_df["2G_Bands"].notna().sum()
+    SiteAnalysisData.total_number_of_wcdma_site = site_df["3G_Bands"].notna().sum()
+    SiteAnalysisData.total_number_of_lte_site = site_df["4G_Bands"].notna().sum()
+
+    SiteAnalysisData.gsm_bands_distribution = site_df["2G_Bands"].value_counts(
+        ascending=True
+    )
+    SiteAnalysisData.wcdma_bands_distribution = site_df["3G_Bands"].value_counts(
+        ascending=True
+    )
+    SiteAnalysisData.lte_bands_distribution = site_df["4G_Bands"].value_counts(
+        ascending=True
+    )
+    SiteAnalysisData.all_bands_distribution = site_df["all_bands"].value_counts(
+        ascending=True
+    )
+    SiteAnalysisData.number_of_trx_per_site_distribution = site_df[
+        "number_trx_per_site"
+    ].value_counts()

utils/utils_vars.py

@@ -180,3 +180,15 @@ class LteTddAnalysisData:
     rootsequenceindex_distribution = pd.DataFrame()
     lncel_administate_distribution = pd.DataFrame()
     number_of_cell_per_tac = pd.DataFrame()
+
+
+class SiteAnalysisData:
+    total_number_of_site = 0
+    total_munber_of_gsm_site = 0
+    total_number_of_wcdma_site = 0
+    total_number_of_lte_site = 0
+    gsm_bands_distribution = pd.DataFrame()
+    wcdma_bands_distribution = pd.DataFrame()
+    lte_bands_distribution = pd.DataFrame()
+    all_bands_distribution = pd.DataFrame()
+    number_of_trx_per_site_distribution = pd.DataFrame()