pyModeS/tests/benchmark.py

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import sys
import time
import pandas as pd
from tqdm import tqdm
from pyModeS.decoder import adsb
fin = sys.argv[1]
df = pd.read_csv(fin, names=["ts", "df", "icao", "msg"])
df_adsb = df[df["df"] == 17].copy()
total = df_adsb.shape[0]
def native():
from pyModeS.decoder import common
# airborne position
m_air_0 = None
m_air_1 = None
# surface position
m_surf_0 = None
m_surf_1 = None
for i, r in tqdm(df_adsb.iterrows(), total=total):
ts = r.ts
m = r.msg
downlink_format = common.df(m)
crc = common.crc(m)
icao = adsb.icao(m)
tc = adsb.typecode(m)
if 1 <= tc <= 4:
category = adsb.category(m)
callsign = adsb.callsign(m)
if tc == 19:
velocity = adsb.velocity(m)
if 5 <= tc <= 8:
if adsb.oe_flag(m):
m_surf_1 = m
t1 = ts
else:
m_surf_0 = m
t0 = ts
if m_surf_0 and m_surf_1:
position = adsb.surface_position(
m_surf_0, m_surf_1, t0, t1, 50.01, 4.35
)
altitude = adsb.altitude(m)
if 9 <= tc <= 18:
if adsb.oe_flag(m):
m_air_1 = m
t1 = ts
else:
m_air_0 = m
t0 = ts
if m_air_0 and m_air_1:
position = adsb.position(m_air_0, m_air_1, t0, t1)
altitude = adsb.altitude(m)
def cython():
from pyModeS.decoder import c_common as common
# airborne position
m_air_0 = None
m_air_1 = None
# surface position
m_surf_0 = None
m_surf_1 = None
for i, r in tqdm(df_adsb.iterrows(), total=total):
ts = r.ts
m = r.msg
downlink_format = common.df(m)
crc = common.crc(m)
icao = adsb.icao(m)
tc = adsb.typecode(m)
if 1 <= tc <= 4:
category = adsb.category(m)
callsign = adsb.callsign(m)
if tc == 19:
velocity = adsb.velocity(m)
if 5 <= tc <= 8:
if adsb.oe_flag(m):
m_surf_1 = m
t1 = ts
else:
m_surf_0 = m
t0 = ts
if m_surf_0 and m_surf_1:
position = adsb.surface_position(
m_surf_0, m_surf_1, t0, t1, 50.01, 4.35
)
altitude = adsb.altitude(m)
if 9 <= tc <= 18:
if adsb.oe_flag(m):
m_air_1 = m
t1 = ts
else:
m_air_0 = m
t0 = ts
if m_air_0 and m_air_1:
position = adsb.position(m_air_0, m_air_1, t0, t1)
altitude = adsb.altitude(m)
if __name__ == "__main__":
t1 = time.time()
native()
dt1 = time.time() - t1
t2 = time.time()
cython()
dt2 = time.time() - t2