processing/process_core_dump.py

from typing import List, Optional, cast

import pandas as pd
import solara

data_global_cell_id = []
data_la_cell_name = []
data_wcdma_service_area_number = []
data_wcdma_service_area_name = []


class dfs:
    gsm_core_infos = solara.reactive(cast(Optional[pd.DataFrame], None))
    wcdma_core_infos = solara.reactive(cast(Optional[pd.DataFrame], None))


def parse_content(all_files):

    data_global_cell_id = []
    data_la_cell_name = []
    data_wcdma_service_area_number = []
    data_wcdma_service_area_name = []

    for file in all_files:
        all_data_global_cell_id = []
        all_data_la_cell_name = []
        all_data_wcdma_service_area_number = []
        all_data_wcdma_service_area_name = []
        content = file.decode("utf-8").splitlines()

        for line in content:
            if "Global cell ID" in line:
                data_global_cell_id.append([line.split("=")[1].strip()])
            elif "LA cell name" in line:
                data_la_cell_name.append([line.split("=")[1].strip()])
            elif "3G service area number" in line:
                data_wcdma_service_area_number.append([line.split("=")[1].strip()])
            elif "3G service area name" in line:
                data_wcdma_service_area_name.append([line.split("=")[1].strip()])

        # Append the extracted data for the current file to the overall lists
        all_data_global_cell_id.extend(data_global_cell_id)
        all_data_la_cell_name.extend(data_la_cell_name)
        all_data_wcdma_service_area_number.extend(data_wcdma_service_area_number)
        all_data_wcdma_service_area_name.extend(data_wcdma_service_area_name)

    # Create a DataFrame from the extracted data
    df_global_cell_id = pd.DataFrame(
        all_data_global_cell_id, columns=["Global cell ID"]
    )
    df_la_cell_name = pd.DataFrame(all_data_la_cell_name, columns=["LA cell name"])
    df_wcdma_service_area_number = pd.DataFrame(
        all_data_wcdma_service_area_number, columns=["3G service area number"]
    )
    df_wcdma_service_area_name = pd.DataFrame(
        all_data_wcdma_service_area_name, columns=["3G service area name"]
    )

    # add index column df_global_cell_id and df_la_cell_name  and dfa_wcdma_service_area_numbera and df_wcdma_service_area_name
    df_global_cell_id.insert(0, "index", range(0, len(df_global_cell_id)))
    df_la_cell_name.insert(0, "index", range(0, len(df_la_cell_name)))
    df_wcdma_service_area_number.insert(
        0, "index", range(0, len(df_wcdma_service_area_number))
    )
    df_wcdma_service_area_name.insert(
        0, "index", range(0, len(df_wcdma_service_area_name))
    )

    # Merge global_cell_id and la_cell_name on index
    df_la_cell_name = df_la_cell_name.merge(df_global_cell_id, on="index")

    # merge wcdma_service_area_number and wcdma_service_area_name on index
    df_wcdma_service_area_name = df_wcdma_service_area_name.merge(
        df_wcdma_service_area_number, on="index"
    )

    df_la_cell_name["LAC_ID"] = df_la_cell_name["Global cell ID"].str[5:]
    df_wcdma_service_area_name["LAC_ID"] = df_wcdma_service_area_name[
        "3G service area number"
    ].str[5:]
    df_la_cell_name["LAC"] = df_la_cell_name["LAC_ID"].str[:4]
    df_la_cell_name["Cell ID"] = df_la_cell_name["LAC_ID"].str[4:]
    df_wcdma_service_area_name["LAC"] = df_wcdma_service_area_name["LAC_ID"].str[:4]
    df_wcdma_service_area_name["Cell ID"] = df_wcdma_service_area_name["LAC_ID"].str[4:]

    # convert LAC to from HEXadecimal to DECimal
    df_la_cell_name["LAC_DECIMAL"] = df_la_cell_name["LAC"].apply(lambda x: int(x, 16))
    df_la_cell_name["Cell_ID_DECIMAL"] = df_la_cell_name["Cell ID"].apply(
        lambda x: int(x, 16)
    )
    df_wcdma_service_area_name["LAC_DECIMAL"] = df_wcdma_service_area_name["LAC"].apply(
        lambda x: int(x, 16)
    )
    df_wcdma_service_area_name["Cell_ID_DECIMAL"] = df_wcdma_service_area_name[
        "Cell ID"
    ].apply(lambda x: int(x, 16))

    df_la_cell_name = df_la_cell_name.reset_index(drop=True)

    dfs.gsm_core_infos.value = df_la_cell_name
    dfs.wcdma_core_infos.value = df_wcdma_service_area_name