db_query / apps /dump_analysis.py
DavMelchi's picture
adding TXR initialfreqeuncy distribution chart
337f0be
import plotly.express as px
import streamlit as st
from utils.rnc_bsc_lac_count_chart import (
create_bar_chart,
create_lac_count_per_controller_subplots,
)
from utils.utils_vars import (
GsmAnalysisData,
LteFddAnalysisData,
LteTddAnalysisData,
SiteAnalysisData,
WcdmaAnalysisData,
)
def dump_analysis_space():
st.title("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]")
(
number_of_bsc_col,
number_of_cell_col,
number_of_site_col,
number_of_empty_bts_name_col,
number_of_empty_bcf_name_col,
number_of_cell_with_empty_bcch_col,
) = st.columns((1, 1, 1, 1, 1, 1))
with number_of_bsc_col:
st.metric("Number of BSC", GsmAnalysisData.total_number_of_bsc)
with number_of_cell_col:
st.metric("Number of Cell", GsmAnalysisData.total_number_of_cell)
with number_of_site_col:
st.metric("Number of Site", GsmAnalysisData.number_of_site)
with number_of_empty_bts_name_col:
st.metric("Empty BTS name", GsmAnalysisData.number_of_bts_name_empty)
with number_of_empty_bcf_name_col:
st.metric("Empty BCF name", GsmAnalysisData.number_of_bcf_name_empty)
with number_of_cell_with_empty_bcch_col:
st.metric("Empty BCCH", GsmAnalysisData.number_of_bcch_empty)
st.markdown("***")
st.markdown(":blue[**Number of TRX per BSC**]")
number_of_trx_per_bsc_data_col, number_of_trx_per_bsc_plot_col = st.columns(2)
with number_of_trx_per_bsc_data_col:
st.write(GsmAnalysisData.number_of_trx_per_bsc)
with number_of_trx_per_bsc_plot_col:
st.bar_chart(GsmAnalysisData.number_of_trx_per_bsc)
st.markdown("***")
st.markdown(":blue[**Number of Site per BSC**]")
number_of_site_per_bsc_data_col, number_of_site_per_bsc_plot_col = st.columns(2)
with number_of_site_per_bsc_data_col:
st.write(GsmAnalysisData.number_of_site_per_bsc)
with number_of_site_per_bsc_plot_col:
st.bar_chart(GsmAnalysisData.number_of_site_per_bsc)
st.markdown("***")
st.markdown(":blue[**Number of Cell per BSC**]")
number_of_cell_per_bsc_data_col, number_of_cell_per_bsc_plot_col = st.columns(2)
with number_of_cell_per_bsc_data_col:
st.write(GsmAnalysisData.number_of_cell_per_bsc)
with number_of_cell_per_bsc_plot_col:
st.bar_chart(GsmAnalysisData.number_of_cell_per_bsc)
st.markdown("***")
st.markdown(":blue[**BTS AdminState Distribution**]")
bts_administate_distribution_data_col, bts_administate_distribution_plot_col = (
st.columns(2)
)
with bts_administate_distribution_data_col:
st.write(GsmAnalysisData.bts_administate_distribution)
with bts_administate_distribution_plot_col:
st.bar_chart(GsmAnalysisData.bts_administate_distribution)
st.markdown("***")
st.markdown(":blue[**Number of Site per LAC**]")
number_of_site_per_lac_data_col, number_of_site_per_lac_plot_col = st.columns(2)
with number_of_site_per_lac_data_col:
st.write(GsmAnalysisData.number_of_site_per_lac)
with number_of_site_per_lac_plot_col:
fig = create_lac_count_per_controller_subplots(
df=GsmAnalysisData.number_of_site_per_lac,
controller_column="BSC_NAME_ID",
lac_column="LAC",
count_column="count",
fig_title="Number of Site per LAC and BSC",
)
st.plotly_chart(fig)
st.markdown("***")
st.markdown(":blue[**Number of Cell per LAC**]")
number_of_cell_per_lac_data_col, number_of_cell_per_lac_plot_col = st.columns(2)
with number_of_cell_per_lac_data_col:
st.write(GsmAnalysisData.number_of_cell_per_lac)
with number_of_cell_per_lac_plot_col:
fig = create_lac_count_per_controller_subplots(
df=GsmAnalysisData.number_of_cell_per_lac,
controller_column="BSC_NAME_ID",
lac_column="LAC",
count_column="count",
fig_title="Number of Cell per LAC and BSC",
)
st.plotly_chart(fig)
st.markdown("***")
st.markdown(":blue[**TRX AdminState Distribution**]")
trx_administate_distribution_data_col, trx_administate_distribution_plot_col = (
st.columns(2)
)
with trx_administate_distribution_data_col:
st.write(GsmAnalysisData.trx_administate_distribution)
with trx_administate_distribution_plot_col:
st.bar_chart(GsmAnalysisData.trx_administate_distribution)
# fig = create_bar_chart(
# df=GsmAnalysisData.trx_administate_distribution,
# title="TRX AdminState Distribution",
# )
# st.plotly_chart(fig)
st.markdown("***")
st.markdown(":blue[**TRX Frequency Distribution**]")
trx_frequency_distribution_data_col, trx_frequency_distribution_plot_col = (
st.columns(2)
)
with trx_frequency_distribution_data_col:
st.write(GsmAnalysisData.trx_frequency_distribution)
with trx_frequency_distribution_plot_col:
st.bar_chart(GsmAnalysisData.trx_frequency_distribution)
####################### WCDMA ANALYTICS DATA #######################################
st.subheader(":green[WCDMA ANALYTICS DATA]")
(
number_of_rnc_col,
number_of_cell_col,
number_of_site_col,
empty_wbts_name_col,
empty_wcel_name_col,
) = st.columns(5)
with number_of_rnc_col:
st.metric("Number of RNC", WcdmaAnalysisData.total_number_of_rnc)
with number_of_cell_col:
st.metric("Number of Cell", WcdmaAnalysisData.total_number_of_wcel)
with number_of_site_col:
st.metric("Number of Site", WcdmaAnalysisData.number_of_site)
with empty_wbts_name_col:
st.metric("Empty WBTS name", WcdmaAnalysisData.number_of_empty_wbts_name)
with empty_wcel_name_col:
st.metric("Empty WCEL name", WcdmaAnalysisData.number_of_empty_wcel_name)
st.markdown("***")
st.markdown(":green[**Number of Cell per RNC**]")
number_of_cell_per_rnc_data_col, number_of_cell_per_rnc_plot_col = st.columns(2)
with number_of_cell_per_rnc_data_col:
st.write(WcdmaAnalysisData.number_of_cell_per_rnc)
with number_of_cell_per_rnc_plot_col:
st.bar_chart(WcdmaAnalysisData.number_of_cell_per_rnc)
st.markdown("***")
st.markdown(":green[**Number of Site per RNC**]")
number_of_site_per_rnc_data_col, number_of_site_per_rnc_plot_col = st.columns(2)
with number_of_site_per_rnc_data_col:
st.write(WcdmaAnalysisData.number_of_site_per_rnc)
with number_of_site_per_rnc_plot_col:
# fig = px.bar
st.bar_chart(WcdmaAnalysisData.number_of_site_per_rnc)
st.markdown("***")
st.markdown(":green[**Number of Site per LAC**]")
number_of_site_per_lac_data_col, number_of_site_per_lac_plot_col = st.columns(2)
with number_of_site_per_lac_data_col:
st.write(WcdmaAnalysisData.number_of_site_per_lac)
with number_of_site_per_lac_plot_col:
fig = create_lac_count_per_controller_subplots(
df=WcdmaAnalysisData.number_of_site_per_lac,
controller_column="RNC",
lac_column="LAC",
count_column="Site_Count",
fig_title="Number of Site per LAC and RNC",
)
st.plotly_chart(fig)
st.markdown("***")
st.markdown(":green[**Number of Cell per LAC**]")
number_of_cell_per_lac_data_col, number_of_cell_per_lac_plot_col = st.columns(2)
with number_of_cell_per_lac_data_col:
st.write(WcdmaAnalysisData.number_of_cell_per_lac)
with number_of_cell_per_lac_plot_col:
fig = create_lac_count_per_controller_subplots(
df=WcdmaAnalysisData.number_of_cell_per_lac,
controller_column="RNC",
lac_column="LAC",
count_column="LAC_Count",
fig_title="Number of Cell per LAC and RNC",
)
st.plotly_chart(fig)
st.markdown("***")
st.markdown(":green[**WCEL AdminState Distribution**]")
wcel_administate_distribution_data_col, wcel_administate_distribution_plot_col = (
st.columns(2)
)
with wcel_administate_distribution_data_col:
st.write(WcdmaAnalysisData.wcel_administate_distribution)
with wcel_administate_distribution_plot_col:
st.bar_chart(WcdmaAnalysisData.wcel_administate_distribution)
st.markdown("***")
st.markdown(":green[**Primary Scrambling Code Distribution**]")
psc_distribution_data_col, psc_distribution_plot_col = st.columns(2)
with psc_distribution_data_col:
st.write(WcdmaAnalysisData.psc_distribution)
with psc_distribution_plot_col:
st.bar_chart(WcdmaAnalysisData.psc_distribution)
####################### LTE FDD ANALYTICS DATA #######################################
st.subheader(":red[LTE FDD ANALYTICS DATA]")
(
fdd_total_number_of_lncel_col,
fdd_total_number_of_site_col,
fdd_number_of_empty_lncel_name_col,
fdd_number_of_empty_lncel_cellname_col,
fdd_number_of_empty_lnbts_name_col,
) = st.columns(5)
with fdd_total_number_of_lncel_col:
st.metric("Nbr of Lncel", LteFddAnalysisData.total_number_of_lncel)
with fdd_total_number_of_site_col:
st.metric("Nbr of Site", LteFddAnalysisData.total_number_of_site)
with fdd_number_of_empty_lncel_name_col:
st.metric("Empty name", LteFddAnalysisData.number_of_empty_lncel_name)
with fdd_number_of_empty_lncel_cellname_col:
st.metric("Empty Cellname", LteFddAnalysisData.number_of_empty_lncel_cellname)
with fdd_number_of_empty_lnbts_name_col:
st.metric("Empty LNBTS name", LteFddAnalysisData.number_of_empty_lnbts_name)
st.markdown("***")
st.markdown(":red[**Number of Cell per Band**]")
fdd_number_of_cell_per_band_data_col, fdd_number_of_cell_per_band_plot_col = (
st.columns(2)
)
with fdd_number_of_cell_per_band_data_col:
st.write(LteFddAnalysisData.number_of_cell_per_band)
with fdd_number_of_cell_per_band_plot_col:
st.bar_chart(LteFddAnalysisData.number_of_cell_per_band)
st.markdown("***")
st.markdown(":red[**PhyCellId Distribution**]")
fdd_phycellid_distribution_data_col, fdd_phycellid_distribution_plot_col = (
st.columns(2)
)
with fdd_phycellid_distribution_data_col:
st.write(LteFddAnalysisData.phycellid_distribution)
with fdd_phycellid_distribution_plot_col:
st.bar_chart(LteFddAnalysisData.phycellid_distribution)
st.markdown("***")
st.markdown(":red[**Root Sequence Index Distribution**]")
(
fdd_rootsequenceindex_distribution_data_col,
fdd_rootsequenceindex_distribution_plot_col,
) = st.columns(2)
with fdd_rootsequenceindex_distribution_data_col:
st.write(LteFddAnalysisData.rootsequenceindex_distribution)
with fdd_rootsequenceindex_distribution_plot_col:
st.bar_chart(LteFddAnalysisData.rootsequenceindex_distribution)
st.markdown("***")
st.markdown(":red[**LNCel Administate Distribution**]")
(
fdd_lncel_administate_distribution_data_col,
fdd_lncel_administate_distribution_plot_col,
) = st.columns(2)
with fdd_lncel_administate_distribution_data_col:
st.write(LteFddAnalysisData.lncel_administate_distribution)
with fdd_lncel_administate_distribution_plot_col:
st.bar_chart(LteFddAnalysisData.lncel_administate_distribution)
st.markdown("***")
st.markdown(":red[**Number of Cell per TAC**]")
fdd_number_of_cell_per_tac_data_col, fdd_number_of_cell_per_tac_plot_col = (
st.columns(2)
)
with fdd_number_of_cell_per_tac_data_col:
st.write(LteFddAnalysisData.number_of_cell_per_tac)
with fdd_number_of_cell_per_tac_plot_col:
st.bar_chart(LteFddAnalysisData.number_of_cell_per_tac)
####################### LTE TDD ANALYTICS DATA #######################################
st.subheader(":orange[LTE TDD ANALYTICS DATA]")
(
tdd_total_number_of_lncel_col,
tdd_total_number_of_site_col,
tdd_number_of_empty_lncel_name_col,
tdd_number_of_empty_lncel_cellname_col,
tdd_number_of_empty_lnbts_name_col,
) = st.columns(5)
with tdd_total_number_of_lncel_col:
st.metric("Nbr of Lncel", LteTddAnalysisData.total_number_of_lncel)
with tdd_total_number_of_site_col:
st.metric("Nbr of Site", LteTddAnalysisData.total_number_of_site)
with tdd_number_of_empty_lncel_name_col:
st.metric("Empty name", LteTddAnalysisData.number_of_empty_lncel_name)
with tdd_number_of_empty_lncel_cellname_col:
st.metric("Empty Cellname", LteTddAnalysisData.number_of_empty_lncel_cellname)
with tdd_number_of_empty_lnbts_name_col:
st.metric("Empty LNBTS name", LteTddAnalysisData.number_of_empty_lnbts_name)
st.markdown("***")
st.markdown(":orange[**Number of Cell per Band**]")
tdd_number_of_cell_per_band_data_col, tdd_number_of_cell_per_band_plot_col = (
st.columns(2)
)
with tdd_number_of_cell_per_band_data_col:
st.write(LteTddAnalysisData.number_of_cell_per_band)
with tdd_number_of_cell_per_band_plot_col:
st.bar_chart(LteTddAnalysisData.number_of_cell_per_band)
st.markdown("***")
st.markdown(":orange[**PhyCellId Distribution**]")
tdd_phycellid_distribution_data_col, tdd_phycellid_distribution_plot_col = (
st.columns(2)
)
with tdd_phycellid_distribution_data_col:
st.write(LteTddAnalysisData.phycellid_distribution)
with tdd_phycellid_distribution_plot_col:
st.bar_chart(LteTddAnalysisData.phycellid_distribution)
st.markdown("***")
st.markdown(":orange[**Root Sequence Index Distribution**]")
(
tdd_rootsequenceindex_distribution_data_col,
tdd_rootsequenceindex_distribution_plot_col,
) = st.columns(2)
with tdd_rootsequenceindex_distribution_data_col:
st.write(LteTddAnalysisData.rootsequenceindex_distribution)
with tdd_rootsequenceindex_distribution_plot_col:
st.bar_chart(LteTddAnalysisData.rootsequenceindex_distribution)
st.markdown("***")
st.markdown(":orange[**LNCel Administate Distribution**]")
(
tdd_lncel_administate_distribution_data_col,
tdd_lncel_administate_distribution_plot_col,
) = st.columns(2)
with tdd_lncel_administate_distribution_data_col:
st.write(LteTddAnalysisData.lncel_administate_distribution)
with tdd_lncel_administate_distribution_plot_col:
st.bar_chart(LteTddAnalysisData.lncel_administate_distribution)
st.markdown("***")
st.markdown(":orange[**Number of Cell per TAC**]")
tdd_number_of_cell_per_tac_data_col, tdd_number_of_cell_per_tac_plot_col = (
st.columns(2)
)
with tdd_number_of_cell_per_tac_data_col:
st.write(LteTddAnalysisData.number_of_cell_per_tac)
with tdd_number_of_cell_per_tac_plot_col:
st.bar_chart(LteTddAnalysisData.number_of_cell_per_tac)