From 40e01903412f9914c57d9b668bdc90061c2f50e7 Mon Sep 17 00:00:00 2001 From: Raymond Chia <rqchia@mars25.ihpc.uts.edu.au> Date: Fri, 17 Nov 2023 18:12:48 +1100 Subject: [PATCH] sync bvp and load events --- modules/.datapipeline.py.swo | Bin 0 -> 45056 bytes modules/.datapipeline.py.swp | Bin 0 -> 20480 bytes modules/.digitalsignalprocessing.py.swp | Bin 0 -> 16384 bytes modules/.utils.py.swp | Bin 0 -> 16384 bytes .../__pycache__/datapipeline.cpython-38.pyc | Bin 25874 -> 25878 bytes modules/datapipeline.py | 2 +- regress_rr.py | 52 +++++++++++++++--- 7 files changed, 46 insertions(+), 8 deletions(-) create mode 100644 modules/.datapipeline.py.swo create mode 100644 modules/.datapipeline.py.swp create mode 100644 modules/.digitalsignalprocessing.py.swp create mode 100644 modules/.utils.py.swp diff --git a/modules/.datapipeline.py.swo b/modules/.datapipeline.py.swo new file mode 100644 index 0000000000000000000000000000000000000000..e1d1686c91104d8ab1be7c0477fcbb672876d299 GIT binary 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527236c49a3e1e135556397291a90d4d3a38c2f8..450a764cdbfb582417b9f1631e429109e238e31f 100644 GIT binary patch delta 36 qcmbPqigDU0M&3|fUM>b8nDH$vb=O8-79lpafXtlylFh<G|APR@Ukh0P delta 32 mcmbPsigD5@M&3|fUM>b8xN<Z!b=yW>79l34;LYMf|APRZNC~C@ diff --git a/modules/datapipeline.py b/modules/datapipeline.py index 819ebf0..7c17bc4 100644 --- a/modules/datapipeline.py +++ b/modules/datapipeline.py @@ -156,7 +156,7 @@ def get_file_list(starts_with:str, sbj=None): if sbj is not None: f_glob = path_join(DATA_DIR, sbj, '**') else: - f_glob = path_join(DATA_DIR, 'S*', '**') + f_glob = path_join(DATA_DIR, 'Pilot*', '**') if starts_with is not None: f_glob = path_join(f_glob, f'{starts_with}*') diff --git a/regress_rr.py b/regress_rr.py index 282fe46..111a9f9 100644 --- a/regress_rr.py +++ b/regress_rr.py @@ -178,15 +178,32 @@ def load_e4_file(e4_file:str): t0_datetime = datetime.utcfromtimestamp(t0) t0_local = datetime_from_utc_to_local(t0_datetime) - ipdb.set_trace() time = [t0_local.timestamp() + ind*(1/fs) for ind in range(nsamples)] tmp = [np.nan, np.nan] time = tmp + time + bvp.rename(columns={0: "bvp"}, inplace=True) bvp['sec'] = np.array(time) - return bvp + head = bvp.iloc[[0, 1]] + bvp.drop(inplace=True, index=[0, 1]) + + hdr = {'start_time': head.iloc[0,0], + 'fs': head.iloc[0,1]} + return bvp, hdr + +def load_e4_files(f_list:list): + tmp = [] + data = [] + hdr = [] + for f in f_list: + tmp.append(load_e4_file(f)) + for d, h in tmp: + data.append(d) + hdr.append(h) + data_df = pd.concat(data, axis=0) + return data_df, hdr # Synchronising data def sync_to_ref(df0, df1): @@ -356,6 +373,11 @@ def load_and_sync_xsens(subject): br_list = get_file_list('*Summary*', sbj=subject) + # load e4 wristband + e4_list = get_file_list('*.zip', sbj=subject) + bvp_df_all, bvp_hdr = load_e4_files(e4_list) + bvp_fs = bvp_hdr[0]['fs'] + xsens_list = [] # skip the first and last x minute(s) minutes_to_skip = 2 @@ -380,6 +402,7 @@ def load_and_sync_xsens(subject): # sync br_df, imu_df = sync_to_ref(br_df, imu_df_all.copy()) pss_df, _ = sync_to_ref(pss_df, imu_df_all.copy()) + bvp_df, _ = sync_to_ref(bvp_df_all.copy(), pss_df.copy()) # extract relevant data acc_data = np.stack(imu_df['accelerometer'].values) @@ -398,11 +421,15 @@ def load_and_sync_xsens(subject): br_data = np.interp(x_time, br_df['sec'].values, br_data)\ .reshape(-1, 1) + bvp_data = bvp_df['bvp'].values + bvp_data = np.interp(x_time, bvp_df['sec'].values, bvp_data)\ + .reshape(-1, 1) + xsens_data = np.concatenate( - (x_time, br_data, pss_data, acc_data, gyr_data), + (x_time, br_data, pss_data, bvp_data, acc_data, gyr_data), axis=1) - columns=['sec' , 'BR' , 'PSS' , + columns=['sec' , 'BR' , 'PSS' , 'BVP' , 'acc_x' , 'acc_y' , 'acc_z' , 'gyr_x' , 'gyr_y' , 'gyr_z' , ] xsens_df_tmp = pd.DataFrame(xsens_data, columns=columns) @@ -455,6 +482,16 @@ def load_tsfresh(subject, project_dir, df_out.to_pickle(pkl_file) return df_out +def get_activity_log(subject): + activity_list = get_file_list('activity*.csv', sbj=subject) + activity_dfs = [pd.read_csv(f) for f in activity_list] + return pd.concat(activity_dfs, axis=0) + +def get_respiration_log(subject): + log_list = get_file_list('*.json', sbj=subject) + log_dfs = [pd.read_json(f) for f in log_list] + return pd.concat(log_dfs, axis=0) + # save evaluation metrics in single file that handles the models for the # subject and config class EvalHandler(): @@ -711,10 +748,11 @@ if __name__ == '__main__': # '[!M]*' np.random.seed(100) n_subject_max = 2 + xsens_df = load_and_sync_xsens('Pilot02') + + activity_df = get_activity_log('Pilot02') + event_df = get_respiration_log('Pilot02') - e4_glob = join(DATA_DIR, 'Pilot02', 'e4', '*') - e4_file = glob.glob(e4_glob)[0] - bvp_df = load_e4_file(e4_file) ipdb.set_trace() args = arg_parser() -- GitLab