From f67d6e70d54770e0accb817113dc2070e501bcc7 Mon Sep 17 00:00:00 2001 From: Jakub Sliacan Date: Mon, 1 Jul 2024 23:33:24 +0200 Subject: [PATCH] Mostly refactor to read FIT file (not radar) --- __main__.py | 41 ++- data/ot_events.csv | 728 ++++++++++++++++++++++++++------------------- src/fit.py | 32 ++ src/util.py | 5 +- 4 files changed, 482 insertions(+), 324 deletions(-) create mode 100644 src/fit.py diff --git a/__main__.py b/__main__.py index 1dc2fe1..aabf44f 100644 --- a/__main__.py +++ b/__main__.py @@ -16,12 +16,13 @@ from src import box, constants, util from src import modularity as mod -dflist = util.get_box_files(constants.DATA_HOME) +dflist = util.get_box_files(constants.DATA_HOME, "txt") util.ensure_date_in_filenames(dflist) -dflist = util.get_box_files(constants.DATA_HOME) +dflist = util.get_box_files(constants.DATA_HOME, "txt") ot_events = [] lds = [] +total_num_OC = 0 for csv_file in dflist: print(csv_file, flush=True) @@ -32,7 +33,11 @@ ldata = box.make_ldata(csvr) # CSV data as a list # presses press_starts, press_lengths = box.get_press_lengths_and_starts(ldata) - + + for pl in press_lengths: + if pl < 10: + total_num_OC += 1 + b_partitions, a_partitions, b_modularities, a_modularities = mod.get_partitions(ldata, press_starts, press_lengths) for j, b_parts in enumerate(b_partitions): @@ -107,7 +112,7 @@ plt.clf() print("Number of OT events:", len(ot_events)) - +print("Number of Oncoming:", total_num_OC) lds_trimmed_means = [stats.trim_mean(ld, 0.1)-20 for ld in lds] lds_trimmed_mins = [] for ld in lds: @@ -358,18 +363,40 @@ # plt.legend(loc='upper right') # plt.savefig("figures/OT-vs-OC_events-hist.png") """ + +""" +# -------------------------- TEST fit.py ---------------------------- +import datetime +from src import fit, util, constants +filenames_list = util.get_box_files(constants.DATA_HOME, "fit") + +ride_durations_wahoo = [] +ride_distances_wahoo = [] + +for filename in filenames_list: + print(filename) + msgs = fit.fit_file_messages(filename) + session = fit.fit_get_session(msgs) + if "Wahoo" in filename: + ride_durations_wahoo.append(session[0]["total_elapsed_time"]) + ride_distances_wahoo.append(session[0]["total_distance"]) + + +print("total durations (wahoo):", str(datetime.timedelta(seconds = sum(ride_durations_wahoo)))) +print("total distances (wahoo):", sum(ride_distances_wahoo)) +""" """ # -------------------------- TEST radar.py ---------------------------- from src import radar #radar.radar_decode() all_events = radar.radar_unload() -# radar.radar_events_to_csv("radar_out.csv", all_events) -radar.plot_radar_data() +radar.radar_events_to_csv("radar_out.csv", all_events) +#radar.plot_radar_data() """ """ # -------------------------- TEST util.py ---------------------------- -for f in util.get_box_files(constants.DATA_HOME): +for f in util.get_box_files(constants.DATA_HOME, "TXT"): print(f) print() diff --git a/data/ot_events.csv b/data/ot_events.csv index bf8a2d8..2ef6884 100644 --- a/data/ot_events.csv +++ b/data/ot_events.csv @@ -1,35 +1,35 @@ -20221218,4513,19,0.6247907751903068,13,"[36, 37, 38, 39, 40, 29, 30, 33, 51, 52, 54, 55, 31]" +20221218,4513,19,0.626583487230305,13,"[36, 37, 38, 39, 40, 29, 30, 33, 51, 52, 54, 55, 31]" 20221218,31478,2,0.4983634955370479,9,"[0, 1, 2, 3, 4, 5, 6, 7, 8]" -20221218,39984,2,0.5612983395122751,21,"[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29]" +20221218,39984,2,0.5503118489196408,21,"[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29]" 20221218,44828,2,0.5345911536141621,11,"[12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22]" 20221218,50232,4,0.5247020313396167,13,"[4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16]" 20221218,54129,1,0.5647463314149802,14,"[15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 28, 29]" -20221218,54668,1,0.5681461138873382,18,"[13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 25, 10, 28, 30]" -20221218,64084,8,0.5726502544549947,14,"[32, 33, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31]" +20221218,54668,1,0.5681222852357675,18,"[13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 26, 27, 25, 10, 28, 30]" +20221218,64084,8,0.5903625170720603,14,"[32, 33, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31]" 20221218,65327,1,0.5669955102546184,11,"[32, 19, 22, 23, 24, 25, 26, 27, 28, 29, 30]" -20221218,76227,3,0.5583915376185598,21,"[9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]" +20221218,76227,3,0.5623550465857201,21,"[9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29]" 20221221,18432,4,0.5616320851966888,23,"[32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 29, 30, 31, 44, 46, 47, 48, 50, 51, 52, 54]" -20221221,24357,2,0.5039956468617615,12,"[13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24]" -20221221,28479,0,0.525678423088867,12,"[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19]" 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22]" 20221222,32419,0,0.5403623966942148,14,"[9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22]" -20221222,70131,3,0.5182600664418286,12,"[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]" +20221222,70131,3,0.5182876716650524,12,"[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12]" 20221222,70235,8,0.4832951805750813,10,"[8, 9, 10, 11, 12, 13, 15, 20, 21, 22]" 20221222,76278,3,0.5604847292192628,22,"[3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24]" 20221222,80530,1,0.52731125326151,12,"[9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20]" @@ -37,668 +37,768 @@ 20221224,27478,0,0.524855792340971,17,"[8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 24, 23]" 20221224,42843,23,0.5212591879016615,20,"[13, 14, 15, 16, 17, 18, 19, 21, 22, 23, 24, 25, 26, 27, 32, 12, 28, 29, 30, 31]" 20221224,45137,7,0.636653207419988,14,"[13, 14, 15, 16, 17, 18, 20, 21, 22, 23, 24, 25, 26, 27]" -20221224,75806,1,0.5225060640231209,9,"[10, 11, 12, 13, 14, 15, 16, 17, 18]" 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b/src/fit.py @@ -0,0 +1,32 @@ +from garmin_fit_sdk import Decoder, Stream + +import csv +import os +import pandas as pd +import matplotlib.pyplot as plt + +from src import constants, util + +def fit_file_messages(filename): + """ + Get all messages from FIT file ('message' is most high-level section, e.g. Record, Session, etc.) + + filename: absolute path to a FIT file + """ + + stream = Stream.from_file(filename) + decoder = Decoder(stream) + messages, errors = decoder.read() + + return messages + +def fit_get_session(messages): + """ + Get the session message from FIT file messages. + + messages: output of 'fit_file_messages' + """ + + session = messages['session_mesgs'] + + return session diff --git a/src/util.py b/src/util.py index 263ce6f..14be136 100644 --- a/src/util.py +++ b/src/util.py @@ -7,8 +7,7 @@ import src.constants - -def get_box_files(logs_dir): +def get_box_files(logs_dir, suffix): box_filenames = [] @@ -17,7 +16,7 @@ def get_box_files(logs_dir): if os.path.isdir(day_dir): for gi in os.listdir(day_dir): day_file = os.path.join(day_dir, gi) - if os.path.isfile(day_file) and day_file[-3:] == "TXT": + if os.path.isfile(day_file) and day_file[-3:].lower() == suffix.lower(): box_filenames.append(day_file) return box_filenames