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xslim/pw_parser.py

Created January 15, 2023 17:09
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PredictWind JSON track parser
Raw
pw_parser.py
#!/usr/bin/env python3
import argparse, json
from datetime import datetime
from haversine import haversine, Unit
from tabulate import tabulate
parser = argparse.ArgumentParser(description='PredictWind JSON parser')
parser.add_argument('file', type=argparse.FileType('r'))
args = parser.parse_args()
def track_stats(route, div=24):
total_dist = 0
points_count = 0
pp = None
stats = {
'points': len(route),
'dist': 0,
'avg': 0,
'bsp_min': min(route, key=lambda x:x['bsp'])['bsp'],
'bsp_max': max(route, key=lambda x:x['bsp'])['bsp'],
# 'bsp_avg': round(float(sum(d['bsp'] for d in route)) / len(route), 2),
}
for p in route:
if pp is None:
pp = p
continue
p1 = (pp['p']['lat'], pp['p']['lon'])
p2 = (p['p']['lat'], p['p']['lon'])
dist = haversine(p1, p2, unit=Unit.NAUTICAL_MILES)
stats['dist'] += dist
pp = p
stats['avg'] = round(stats['dist'] / div, 2)
stats['dist'] = round(stats['dist'], 2)
return stats
def parse_pw_json(data):
pp = None
days = 0
day_data = []
days_data = {}
current_date = None
total_dist = 0
points_count = 0
route = data['route']
route = sorted(route, key=lambda x: x['t'])
for p in route:
date = datetime.fromtimestamp(p['t']).date()
if current_date is None:
current_date = date
day_data.append(p)
continue
if current_date == date:
day_data.append(p)
else:
days_data[current_date] = day_data
current_date = None
day_data = []
days += 1
table_data = []
sdata = {'day': 'total'}
stats = track_stats(route, days)
sdata.update(stats)
table_data.append(sdata)
for day in days_data:
day_route = days_data[day]
sdata = {'day': day}
stats = track_stats(day_route, 24)
sdata.update(stats)
table_data.append(sdata)
header = table_data[0].keys()
rows = [x.values() for x in table_data]
print(tabulate(rows, header))
with args.file:
data = json.load(args.file)
parse_pw_json(data)
args.file.close()
Raw
track.json
{
"route": [
{
"t": 1668763030,
"p": {
"lat": -54.83866,
"lon": -68.16367
},
"bearing": 106.7,
"bsp": 12.5,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668766558,
"p": {
"lat": -54.87038,
"lon": -67.97954
},
"bearing": 100.2,
"bsp": 11.9,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668770160,
"p": {
"lat": -54.88926,
"lon": -67.79608
},
"bearing": 101.4,
"bsp": 12.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668773791,
"p": {
"lat": -54.9113,
"lon": -67.60541
},
"bearing": 94.1,
"bsp": 13.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668777363,
"p": {
"lat": -54.91955,
"lon": -67.40048
},
"bearing": 92.6,
"bsp": 13.7,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668780963,
"p": {
"lat": -54.92489,
"lon": -67.18656
},
"bearing": 102.6,
"bsp": 13.8,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668784563,
"p": {
"lat": -54.95196,
"lon": -66.97478
},
"bearing": 122.3,
"bsp": 13.9,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668788202,
"p": {
"lat": -55.01952,
"lon": -66.78795
},
"bearing": 113.1,
"bsp": 11.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668791778,
"p": {
"lat": -55.05917,
"lon": -66.62511
},
"bearing": 88.2,
"bsp": 11.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668798835,
"p": {
"lat": -55.05247,
"lon": -66.27918
},
"bearing": 75.5,
"bsp": 13.8,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668802436,
"p": {
"lat": -55.02113,
"lon": -66.06874
},
"bearing": 62.1,
"bsp": 11.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668806073,
"p": {
"lat": -54.97227,
"lon": -65.90856
},
"bearing": 335.8,
"bsp": 4.0,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668809653,
"p": {
"lat": -54.93993,
"lon": -65.93382
},
"bearing": 323.1,
"bsp": 4.5,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668813284,
"p": {
"lat": -54.90717,
"lon": -65.97659
},
"bearing": 302.7,
"bsp": 0.0,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668816854,
"p": {
"lat": -54.9071,
"lon": -65.97678
},
"bearing": 117.1,
"bsp": 0.0,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668820457,
"p": {
"lat": -54.90715,
"lon": -65.97661
},
"bearing": 132.1,
"bsp": 0.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668846666,
"p": {
"lat": -54.92544,
"lon": -65.94137
},
"bearing": 119.1,
"bsp": 10.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668850266,
"p": {
"lat": -54.97089,
"lon": -65.799
},
"bearing": 100.9,
"bsp": 13.5,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668853868,
"p": {
"lat": -54.99359,
"lon": -65.59154
},
"bearing": 76.4,
"bsp": 12.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668857498,
"p": {
"lat": -54.96712,
"lon": -65.40248
},
"bearing": 55.1,
"bsp": 10.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668861219,
"p": {
"lat": -54.91255,
"lon": -65.26669
},
"bearing": 35.6,
"bsp": 7.6,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668864700,
"p": {
"lat": -54.85885,
"lon": -65.19987
},
"bearing": 29.9,
"bsp": 6.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668868280,
"p": {
"lat": -54.80923,
"lon": -65.15046
},
"bearing": 30.3,
"bsp": 10.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668871915,
"p": {
"lat": -54.72741,
"lon": -65.06764
},
"bearing": 7.2,
"bsp": 14.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668875459,
"p": {
"lat": -54.60211,
"lon": -65.0402
},
"bearing": 355.5,
"bsp": 9.6,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668879092,
"p": {
"lat": -54.51545,
"lon": -65.05185
},
"bearing": 1.5,
"bsp": 8.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668882664,
"p": {
"lat": -54.44232,
"lon": -65.04859
},
"bearing": 15.2,
"bsp": 6.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668886268,
"p": {
"lat": -54.38688,
"lon": -65.02265
},
"bearing": 358.1,
"bsp": 3.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668889868,
"p": {
"lat": -54.35827,
"lon": -65.02426
},
"bearing": 355.2,
"bsp": 2.6,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668893473,
"p": {
"lat": -54.3346,
"lon": -65.0277
},
"bearing": 7.7,
"bsp": 2.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668897108,
"p": {
"lat": -54.31373,
"lon": -65.02286
},
"bearing": 4.9,
"bsp": 3.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668900680,
"p": {
"lat": -54.2842,
"lon": -65.0185
},
"bearing": 2.4,
"bsp": 4.0,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668904284,
"p": {
"lat": -54.24828,
"lon": -65.01589
},
"bearing": 8.5,
"bsp": 8.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668907893,
"p": {
"lat": -54.1743,
"lon": -64.99709
},
"bearing": 8.6,
"bsp": 7.3,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668911495,
"p": {
"lat": -54.10913,
"lon": -64.98034
},
"bearing": 12.2,
"bsp": 8.8,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668915083,
"p": {
"lat": -54.03196,
"lon": -64.95187
},
"bearing": 13.0,
"bsp": 9.7,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668918688,
"p": {
"lat": -53.94681,
"lon": -64.91836
},
"bearing": 15.2,
"bsp": 8.5,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668922263,
"p": {
"lat": -53.87352,
"lon": -64.88452
},
"bearing": 13.3,
"bsp": 9.8,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668925864,
"p": {
"lat": -53.78804,
"lon": -64.85042
},
"bearing": 13.0,
"bsp": 10.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668929464,
"p": {
"lat": -53.69835,
"lon": -64.81532
},
"bearing": 14.6,
"bsp": 9.7,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668933071,
"p": {
"lat": -53.61369,
"lon": -64.77806
},
"bearing": 18.1,
"bsp": 9.6,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668936671,
"p": {
"lat": -53.5319,
"lon": -64.73308
},
"bearing": 18.4,
"bsp": 9.0,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668940272,
"p": {
"lat": -53.45535,
"lon": -64.69038
},
"bearing": 25.7,
"bsp": 9.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668943902,
"p": {
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"lon": -64.62951
},
"bearing": 24.1,
"bsp": 9.1,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668947503,
"p": {
"lat": -53.30497,
"lon": -64.57332
},
"bearing": 28.5,
"bsp": 8.9,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668951104,
"p": {
"lat": -53.23424,
"lon": -64.50914
},
"bearing": 20.7,
"bsp": 8.5,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668954689,
"p": {
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"lon": -64.46412
},
"bearing": 25.4,
"bsp": 8.2,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668958261,
"p": {
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"lon": -64.41198
},
"bearing": 30.8,
"bsp": 8.0,
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"isSample": true
},
{
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"lon": -64.35088
},
"bearing": 12.9,
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"twd": null,
"tws": null,
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"isSample": true
},
{
"t": 1668965563,
"p": {
"lat": -52.95605,
"lon": -64.32083
},
"bearing": 359.6,
"bsp": 10.3,
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"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668969074,
"p": {
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"lon": -64.32185
},
"bearing": 24.1,
"bsp": 6.6,
"twa": null,
"twd": null,
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"gust": null,
"isSample": true
},
{
"t": 1668972676,
"p": {
"lat": -52.8118,
"lon": -64.28199
},
"bearing": 20.0,
"bsp": 6.3,
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"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668976282,
"p": {
"lat": -52.75835,
"lon": -64.24976
},
"bearing": 20.4,
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"isSample": true
},
{
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},
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"isSample": true
},
{
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},
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"gust": null,
"isSample": true
},
{
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},
"bearing": 39.1,
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"isSample": true
},
{
"t": 1668994422,
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"lat": -52.46865,
"lon": -64.01962
},
"bearing": 22.8,
"bsp": 7.2,
"twa": null,
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"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1668998083,
"p": {
"lat": -52.40748,
"lon": -63.9775
},
"bearing": 26.3,
"bsp": 8.0,
"twa": null,
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"gust": null,
"isSample": true
},
{
"t": 1669001654,
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},
"bearing": 17.6,
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"isSample": true
},
{
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},
"bearing": 11.7,
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"isSample": true
},
{
"t": 1669008829,
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"lon": -63.86649
},
"bearing": 5.6,
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"isSample": true
},
{
"t": 1669012438,
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"lon": -63.85499
},
"bearing": 358.2,
"bsp": 7.4,
"twa": null,
"twd": null,
"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1669016049,
"p": {
"lat": -52.06616,
"lon": -63.85835
},
"bearing": 351.9,
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"twa": null,
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"isSample": true
},
{
"t": 1669019620,
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},
"bearing": 350.2,
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"isSample": true
},
{
"t": 1669023253,
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"lon": -63.8869
},
"bearing": 358.2,
"bsp": 4.3,
"twa": null,
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"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1669026828,
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"lat": -51.91536,
"lon": -63.88882
},
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"gust": null,
"isSample": true
},
{
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"lon": -63.87945
},
"bearing": 293.1,
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"twa": null,
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"tws": null,
"gust": null,
"isSample": true
},
{
"t": 1669037505,
"p": {
"lat": -51.86497,
"lon": -63.94782
},
"bearing": 268.3,
"bsp": 3.9,
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"gust": null,
"isSample": true
},
{
"t": 1669041097,
"p": {
"lat": -51.86599,
"lon": -64.0043
},
"bearing": 270.7,
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"isSample": true
},
{
"t": 1669044675,
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"lon": -64.10574
},
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