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Airborne Object Tracking Challenge

File name to frame metadata exploration

Quick demo on how you can get metadata information of given frame image path

shivam

Airborne Object Tracking Dataset

Dataset Walkthrough

🤫 Setting up

In [1]:
import json
import random
import os, sys
from IPython.display import display, clear_output, HTML
from random import randrange, choice
import matplotlib.pyplot as plt
plt.rcParams["figure.figsize"]=25,25
import numpy as np
import seaborn as sns

# Because Life, Universe and Everything!
random.seed(42)

def mdprint(text):
    display({
        'text/markdown': text,
        'text/plain': text
    }, raw=True)

!git clone http://gitlab.aicrowd.com/amazon-prime-air/airborne-detection-starter-kit.git
os.chdir("airborne-detection-starter-kit/data")

Cloning into 'airborne-detection-starter-kit'...
remote: Enumerating objects: 337, done.
remote: Total 337 (delta 0), reused 0 (delta 0), pack-reused 337
Receiving objects: 100% (337/337), 21.90 MiB | 11.77 MiB/s, done.
Resolving deltas: 100% (139/139), done.

⏱ Loading the Dataset

In [5]:
# Dataset for Airborne Object Tracking Dataset
sys.path.append(os.path.dirname(os.path.realpath(os.getcwd())))
sys.path.append(os.path.dirname(os.path.realpath(os.getcwd())) + "/core")
!pip install -r ../requirements.txt > /dev/null
from core.dataset import Dataset
notebook_path = os.path.dirname(os.path.realpath("__file__"))

local_path = notebook_path + '/part1'
s3_path = 's3://airborne-obj-detection-challenge-training/part1/'
dataset = Dataset(local_path, s3_path, partial=True)

2021-06-16 15:29:20.248 | INFO     | core.dataset:load_ve:36 - Loading valid encounters...
2021-06-16 15:29:20.315 | INFO     | core.dataset:load_gt:20 - Loading ground truth...
2021-06-16 15:29:30.084 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 673f29c3e4b4428fa26bc55d812d45d9
2021-06-16 15:29:30.086 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 63c5597a57b04b448723f1f1844a2b78
2021-06-16 15:29:30.093 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4458bb328345402c8f363b7480060393
2021-06-16 15:29:30.104 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7f5dd587c1b046efbf9e3221fe633e4e
2021-06-16 15:29:30.109 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c349bdf14c1464bb2b30094e7297d84
2021-06-16 15:29:30.110 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 557af53768c44f80be8a2ababfaae8c9
2021-06-16 15:29:30.119 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 32469762bb2f44e1aec3887af814bbc6
2021-06-16 15:29:30.130 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 07243f3c7ff24aa0819c8857f0c8d07e
2021-06-16 15:29:30.135 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 19a401572b9d4a7fa044ba10b616886b
2021-06-16 15:29:30.139 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1d13f49ffb254d07afe00e74fa14e296
2021-06-16 15:29:30.140 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5132a46cacb7492e8b22c8c6a610d9ff
2021-06-16 15:29:30.146 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 696a361887d54fba831adb568c27493f
2021-06-16 15:29:30.148 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0784add6c31a44aa85bca53e28caa0c8
2021-06-16 15:29:30.151 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 185f6ada1f2f435d8aa2420a12a2f5bb
2021-06-16 15:29:30.155 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 137eac7e7531441b9192186800a7aed9
2021-06-16 15:29:30.163 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5432c840229b4f15b7b8af7137d43294
2021-06-16 15:29:30.164 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2b0f457da55a4949873785123dc0613a
2021-06-16 15:29:30.170 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 8175459c21244804a8abf79f2923ea74
2021-06-16 15:29:30.176 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 780e65d5703d4d418c8c5b8cf1ec7754
2021-06-16 15:29:30.178 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1a115d6294394f7a9d06795e17be0e47
2021-06-16 15:29:30.188 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3005a95c444045bfaa48aa7c8a165311
2021-06-16 15:29:30.195 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3d9dca8ad46b433dab8b755c87fa392b
2021-06-16 15:29:30.199 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4458330594934ecfb975ad97ca1afbc1
2021-06-16 15:29:30.206 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3a76208611d6430698a45bedc3c981b6
2021-06-16 15:29:30.211 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 494b6975edc44b6cb8d233448a72b95b
2021-06-16 15:29:30.214 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2ca58ac7832c427794289bf1742d2abd
2021-06-16 15:29:30.219 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 05aaa7e884294bf1b9bed0d063474fdb
2021-06-16 15:29:30.220 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 62a10ca3ac6a489a8625a411e07c914a
2021-06-16 15:29:30.222 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 638976137d674a048c4b90a18ffeda8a
2021-06-16 15:29:30.224 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4f9d4f9c545a4bcba4120a40a695500d
2021-06-16 15:29:30.230 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2c3cca96364647a38dc3413f404fa7eb
2021-06-16 15:29:30.231 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 79a77314c44f4c92bbe1569f6b633486
2021-06-16 15:29:30.233 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 81b7103a473f48f196e8bc8e1baf9f0a
2021-06-16 15:29:30.236 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 530d22d9eda543938d8fc3996f5ddde6
2021-06-16 15:29:30.240 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6996270241f041699d9aebfee277136d
2021-06-16 15:29:30.246 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4117f9c7f8774ca7904ad1f93d14ef93
2021-06-16 15:29:30.249 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4cee0a187e604b368d74eb0ee8572cf0
2021-06-16 15:29:30.263 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6a5ff80375664515a13b2fea1d455114
2021-06-16 15:29:30.265 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 41e070ef7d544db8996c1271b814b62f
2021-06-16 15:29:30.267 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 77283fe15b1643a18cf2279c2014820d
2021-06-16 15:29:30.269 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 83745e29f704414fba94e73f2898b288
2021-06-16 15:29:30.270 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7411b11f4dff47aea5bfa94dc58c0090
2021-06-16 15:29:30.271 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 576b08f74d0f4983b6227fa8856c8fc4
2021-06-16 15:29:30.283 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 10722c0de8ff4d3a8fbef0b4177d0e19
2021-06-16 15:29:30.297 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 009b9a05179844eebb5a7f569a3137bb
2021-06-16 15:29:30.303 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 25b4ba14c75f4698ad5370109589d976
2021-06-16 15:29:30.322 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 434d407c4caa4c87976368082745f2ed
2021-06-16 15:29:30.325 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 74a2ba76c1f542bf9c5959a5e23a027b
2021-06-16 15:29:30.326 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3b4b5805a91c426da9e033e403034734
2021-06-16 15:29:30.331 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5f6cb9ce65bd4079a3d8218ca2300f35
2021-06-16 15:29:30.332 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 62bb1d80ea3248e29b7992e9c2237ead
2021-06-16 15:29:30.335 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4267b91d399d4382af8d5e24d16c38ad
2021-06-16 15:29:30.341 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 61540796e98546c8ae0aba0ffa97f76b
2021-06-16 15:29:30.365 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6a61a9171dd1441595c589ab8b201ec7
2021-06-16 15:29:30.367 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0436166bc94a43389fd0a6db41a3316e
2021-06-16 15:29:30.371 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6b4e1b101ceb43a9acf9f4b1bff5964c
2021-06-16 15:29:30.372 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 007430b07bcf466cba347cb5d38f8331
2021-06-16 15:29:30.378 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3a4ac606ad0a43b5909ce8054b674db1
2021-06-16 15:29:30.380 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2140fda20fd6482c80f858448cfa3502
2021-06-16 15:29:30.382 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5163a11bafae480fabfcaf862c9bcb07
2021-06-16 15:29:30.391 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6c110f09e8ff41858be468390ff8691b
2021-06-16 15:29:30.404 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7bbe0ebd26414ba8bc829997c30b1e7b
2021-06-16 15:29:30.408 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 15ef61b68c2e4fad983dc5639b9ad9d7
2021-06-16 15:29:30.409 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 213e85b9ce4c47d2b3c340e0bf9972d4
2021-06-16 15:29:30.416 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6de7983734b1409c80a67791a345737f
2021-06-16 15:29:30.421 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 775708d86a8f4c86b86f8f0dc8af4bf7
2021-06-16 15:29:30.422 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 70f2af89d9b74af9a051113714d904c8
2021-06-16 15:29:30.425 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 72b1615f70ca4498a267bbcd5ff847b4
2021-06-16 15:29:30.435 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 28a4ce9c941742f3acc64811c2a8de33
2021-06-16 15:29:30.441 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c3f2d9d690a4141a4fdf040a925bbb9
2021-06-16 15:29:30.451 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6b7a8d4c2282470fa9765344e2c6d09b
2021-06-16 15:29:30.469 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 08f721b08f534f239462467ce6f2e93b
2021-06-16 15:29:30.470 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5cbd8a61061f4d48ab797c2d7d59d19a
2021-06-16 15:29:30.474 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 82684a8f9cc8445f8aabd31dbb949716
2021-06-16 15:29:30.479 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 348fe7f284274e53bd43e3c8e4c0a574
2021-06-16 15:29:30.482 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 37063049625f4676aa5fc32e55e29499
2021-06-16 15:29:30.486 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 50b3099fc7fc4772802e122720fa7c5c
2021-06-16 15:29:30.494 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1768532423fc4c0abf84f615578e5c0f
2021-06-16 15:29:30.498 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7cbf5d1898374c6bbd996d65f1859d97
2021-06-16 15:29:30.501 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 18b4f0fe000a420bbe88ae4a9f0ebbd3
2021-06-16 15:29:30.503 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7356cd1b081e4eef8ea890404efcf5dd
2021-06-16 15:29:30.525 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 54ab390b73c44c09a19954dee18d071c
2021-06-16 15:29:30.530 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 234dbdfe8338405ea816245790c871bf
2021-06-16 15:29:30.534 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 16f0d5f485f94bc4be8a8abde4eb7b4c
2021-06-16 15:29:30.535 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 23eff6354bf04c3aae0db53e473260fa
2021-06-16 15:29:30.542 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 56ec95f1dbc1406d9d38c3e39c0d2160
2021-06-16 15:29:30.544 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 102300b84346420c848faba188040da9
2021-06-16 15:29:30.545 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3488c69da1e04c158a2f465b1a4fec41
2021-06-16 15:29:30.549 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 34daebd12a974e75ad200a7ade9f706d
2021-06-16 15:29:30.551 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2f699e6f6dbe4f9f9f522968d9f58237
2021-06-16 15:29:30.554 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 70e552c460bc401abeb490d2852bf508
2021-06-16 15:29:30.563 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 386f0b7e03da41e0be6ee505ed6c0744
2021-06-16 15:29:30.566 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 35a680cc9bde401d8ed526daefcac340
2021-06-16 15:29:30.568 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 643e7b763991447e8a1dc2bb85a75413
2021-06-16 15:29:30.572 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3ed26db6c278426380aa4a4392810886
2021-06-16 15:29:30.575 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 8044bc0321fb4ef1bf3eb1a39ac79cb5
2021-06-16 15:29:30.600 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7dfa8fd8f61a4ed2b995ba1419abef79
2021-06-16 15:29:30.609 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0f6d7e3946a0488e82f78ba417c36d35
2021-06-16 15:29:30.611 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4a944fd4ce274dffb5cb6715545f8924
2021-06-16 15:29:30.613 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7b29300e1fdd455687c3d4600f17659e
2021-06-16 15:29:30.633 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0a1bfbce91d84490906ec007932c14b6
2021-06-16 15:29:30.654 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 71a5efca1ef1440ea9cca55c6129493c
2021-06-16 15:29:30.664 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7627ba7468df4203b4031df7ca2c0899
2021-06-16 15:29:30.666 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 795f7076aff34020a91a17962c18182b
2021-06-16 15:29:30.675 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 15a60b874f464d599314b4e6d58bee20
2021-06-16 15:29:30.676 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 35b65fd987124a27b20086138fba5fa3
2021-06-16 15:29:30.681 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ea84c7f75a147408086317ff9cd96b4
2021-06-16 15:29:30.683 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 04ac423c95814475bce84d49833468b9
2021-06-16 15:29:30.687 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 07315849111b484aa110e459adac7841
2021-06-16 15:29:30.709 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5eab7ad9fc5142809a704b3f9bf33dad
2021-06-16 15:29:30.714 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 812bfd1e564f4f8c97157c90b995c68d
2021-06-16 15:29:30.723 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 24144f3b40ae444992d9b34bd4e7b5fc
2021-06-16 15:29:30.738 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 134727b8c7c348fa853f6af030070073
2021-06-16 15:29:30.748 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 678cf21cc7044221952114e2ed4a88bc
2021-06-16 15:29:30.750 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 68acf0a8b62646be9305d36d8ffd7dd6
2021-06-16 15:29:30.761 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 014a19bb79e54c92917d7bd9ec470d92
2021-06-16 15:29:30.771 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 28cacba7833c4feaab3c5017d746ef3f
2021-06-16 15:29:30.773 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 646f53d86d724f43bb96a54d7435b92d
2021-06-16 15:29:30.790 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1aee6f2a113344a2bf98b17011dec39a
2021-06-16 15:29:30.791 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6f99c80b69c545139511d27410821740
2021-06-16 15:29:30.798 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 280dc81adbb3420cab502fb88d6abf84
2021-06-16 15:29:30.806 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6c2a5e26b8ea4767a31014c8122622f7
2021-06-16 15:29:30.808 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5879aae2ade24f728a5cf8fa02f9d91d
2021-06-16 15:29:30.814 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4d2f69a21ad04c0bb1150852cf565f7b
2021-06-16 15:29:30.816 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 151cbe82ad454e3bb26b746de409547b
2021-06-16 15:29:30.818 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7d0e46ca199145ebba47498f6aeccba0
2021-06-16 15:29:30.820 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0d6d650af9434bb3b35d4fc80823cb9d
2021-06-16 15:29:30.821 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0f6a6ee1b32b4753b615976ccfca962a
2021-06-16 15:29:30.824 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2d3df7e7749e476a91be6c1a093da88c
2021-06-16 15:29:30.829 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 60fb0bb606504dadbf68b4819a82461f
2021-06-16 15:29:30.837 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7e4978fcc5264ad5986de22b37381921
2021-06-16 15:29:30.854 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7ded9b87ddcf482ca56ae505d186e685
2021-06-16 15:29:30.877 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 14fe7ea2c2dd4bd3b83b9d4223af5737
2021-06-16 15:29:30.882 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 13bd25f38a1646d4a3d74799e9efe9ff
2021-06-16 15:29:30.894 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2d2d84c8d3204b82b612fd152ed728c4
2021-06-16 15:29:30.897 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26e426fb8efc43fca2ea721607254211
2021-06-16 15:29:30.898 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 8293a7f70a454aa6ba7b2aa3a05b1abb
2021-06-16 15:29:30.899 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 432fe246ab67475aa6c852035c786196
2021-06-16 15:29:30.904 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5b16178fc7f6471cbe8b33f5d9393296
2021-06-16 15:29:30.906 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2e45c9cb25ac4576b9dd2de2d670a961
2021-06-16 15:29:30.910 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 074199caf62b4977926ae12bc0e7c018
2021-06-16 15:29:30.911 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 236c95609da9461daae1535cb22cd9b4
2021-06-16 15:29:30.912 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1cba074238ba4e3ab715399e782e13a8
2021-06-16 15:29:30.914 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 449bcad6f7914c2998cc47ea5e70196b
2021-06-16 15:29:30.916 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6336ab4422b94fe18c84abd368e14113
2021-06-16 15:29:30.927 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 76805dcd9b8f447e860e4494f6a6b91b
2021-06-16 15:29:30.928 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2a05447f6d474573a36e5981a3f1665b
2021-06-16 15:29:30.930 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 12e7493fdaab481c927b164987f16fc6
2021-06-16 15:29:30.934 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4e24f18765304fb984bd6fc45ab48a51
2021-06-16 15:29:30.942 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ed1109dfa384ef69629a4a1705178a4
2021-06-16 15:29:30.944 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7a5d1c71be5142d486e3b1547355e45d
2021-06-16 15:29:30.946 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 28cbde5efafc4e7d9a8fd3a712924c04
2021-06-16 15:29:30.947 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 68b25e716da44f6b96eeb2f79dd59354
2021-06-16 15:29:30.948 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4f7218bcbca84edb86e1a5d4c249e5c0
2021-06-16 15:29:30.949 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 11336a7b2ee14f068b5f675343a13743
2021-06-16 15:29:30.951 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c9f0ce42d4f47548be98c54ad42c9e0
2021-06-16 15:29:30.959 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2f66bed1901a4f51b615da534ee4f92f
2021-06-16 15:29:30.961 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1f155998dd38421cb7dc65a57ad5a830
2021-06-16 15:29:30.962 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 601f541416ee44d48d015a2d713d36b0
2021-06-16 15:29:30.965 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 218fbf68e7914ad58d7f50d4932826c5
2021-06-16 15:29:30.966 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 68d34da31d12434ea7c5f8a3c56b8d42
2021-06-16 15:29:30.967 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2550a8d1dad54b18a524512c79105f23
2021-06-16 15:29:30.969 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 42af679d302d42b4b7c20053a78183bf
2021-06-16 15:29:30.984 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 69790adea52a4d62af6e3599f69d0af7
2021-06-16 15:29:30.989 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4d0252c9bae34265b910d3ec8d00d48c
2021-06-16 15:29:30.998 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 32f580eeb9c742f195c0496aaf479b8e
2021-06-16 15:29:31.003 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 50b8a8530a29491c858ce93f2aec359e
2021-06-16 15:29:31.008 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 49fd36ce4db84932a149c9266ebdda1e
2021-06-16 15:29:31.009 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 748d6ec7d9b04101a43154a2586ca541
2021-06-16 15:29:31.011 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6312d006fe204f04b791791546877e47
2021-06-16 15:29:31.014 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ba94069187c457f9ef5e5afdf56074b
2021-06-16 15:29:31.015 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1768405cdc1045959aa753af5254a98b
2021-06-16 15:29:31.017 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4b21deaba80d4a0aa07a01a35b1c3cc6
2021-06-16 15:29:31.019 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 52edb6ac1c9c4819bfbed28784d69393
2021-06-16 15:29:31.023 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4d56b80667674c5b8e8c469678e09eca
2021-06-16 15:29:31.024 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 76a5affbda064a73b65e40b029fd0d6c
2021-06-16 15:29:31.027 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5dc8f6b62f844357848f4a4cf4071243
2021-06-16 15:29:31.031 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4e3fb3475a834eabb5cb67b0f091c7e3
2021-06-16 15:29:31.036 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7a532abfee504b21b9423015c6bf0532
2021-06-16 15:29:31.041 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1b858085e1164ec0b799c4f8216497cc
2021-06-16 15:29:31.059 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 209270f3247a4fc1af1b55424f685ac6
2021-06-16 15:29:31.066 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 00e63871cb4548d6a6dc7b73e1a520f4
2021-06-16 15:29:31.069 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 001578c6c6b340738c9277fcb1307e34
2021-06-16 15:29:31.071 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 030328b0779948349d1a528699e9dd73
2021-06-16 15:29:31.086 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0588e82320ae4a7ba3f3b4b25e5e045e
2021-06-16 15:29:31.090 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 484678f537cc47bf9a30614f0bf5db80
2021-06-16 15:29:31.102 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2100f452e6a54c88a52c90d3bc875369
2021-06-16 15:29:31.112 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 23e462c4babc4222b4a6c461f79e9c31
2021-06-16 15:29:31.116 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 62265e5179e240da90c6727f0d6e9071
2021-06-16 15:29:31.123 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0c663616ce54473abeaa2a66410dd03a
2021-06-16 15:29:31.127 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 01740837d71b47d38ef256e5d9b6a5f0
2021-06-16 15:29:31.131 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 35843a96662042ad96669e88ba8841b2
2021-06-16 15:29:31.134 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3bc126ea0c254392b786edf0608cd2d6
2021-06-16 15:29:31.138 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 541213bf88bb4869a53ef19cb017170f
2021-06-16 15:29:31.139 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 16047216bc474d9e951a267e49a9dde4
2021-06-16 15:29:31.147 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 806ae7a376a84f5ca51de8f7676f2a5b
2021-06-16 15:29:31.151 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ffe718ef72c4137b197f01caaba2699
2021-06-16 15:29:31.153 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 02fc399d62a64743abb66050e05a2329
2021-06-16 15:29:31.156 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 773b5da3a55546c98e772fe9b2498a50
2021-06-16 15:29:31.159 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 69f4f87b7249497ea4d83eb75f9eacc3
2021-06-16 15:29:31.161 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 29e65a7c64fe4759bd094faaa9d3b0dd
2021-06-16 15:29:31.167 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 83e7fbd7954849a1b23a6f0b3fb6f403
2021-06-16 15:29:31.173 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 701b70c0118f4d0b9f3c93f1276880e8
2021-06-16 15:29:31.177 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4dca21fbf82e4d9d8034a90f68422d47
2021-06-16 15:29:31.184 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 05435d3ec9704f669ab2ad7a31b8d154
2021-06-16 15:29:31.185 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6d970731816348e8b50c7b28632b930a
2021-06-16 15:29:31.189 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 74feac6f5e3e49a69450c68e65394a25
2021-06-16 15:29:31.191 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 157e08414e0045769c4db7ed13e8ab9b
2021-06-16 15:29:31.194 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2a6c059262864d22a5defd93f1c5b3e8
2021-06-16 15:29:31.199 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4fa782212022466ea054027d5874b955
2021-06-16 15:29:31.201 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 034f8c0c184a4ff5bc6adac869096cf8
2021-06-16 15:29:31.203 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 77b710c12c8a441eaeffe38c9343c118
2021-06-16 15:29:31.222 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1060826fdb5244418afb722271a83072
2021-06-16 15:29:31.261 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 227da33b1e6d468b84902d29e4ed4c1b
2021-06-16 15:29:31.262 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0e40df4f299945c89713e9532312e642
2021-06-16 15:29:31.277 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1830a9c6f51a4373a12b793247b11262
2021-06-16 15:29:31.295 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 391f8c1a3a414d7bb92f9c7b52fe937d
2021-06-16 15:29:31.298 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 8420235fec0f47d98a7a53aa086c00a4
2021-06-16 15:29:31.299 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1de8a0ede0db402c9fc3ba02a6889406
2021-06-16 15:29:31.300 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 69192a60a34f4300b050a3247e637b86
2021-06-16 15:29:31.309 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 004c26c2de5a4d2a85248be48844cb48
2021-06-16 15:29:31.310 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1dfd088f1daf41dd81866e9a898b4f14
2021-06-16 15:29:31.312 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 72f75d6c722e46128e50b3163460dd90
2021-06-16 15:29:31.313 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 143a1156d2c6445aafe67d24aedf835f
2021-06-16 15:29:31.315 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 69a556c103904163a3911855fbe8cba8
2021-06-16 15:29:31.318 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 13ad59405cc240b3a1579c139ee05f01
2021-06-16 15:29:31.319 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2588db6b74a44ba5bcaf591b8707d603
2021-06-16 15:29:31.330 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5d6680cd0aee4da7b03669e241b9bd6b
2021-06-16 15:29:31.334 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 323d0dd64d644aa78c6abd54df8500c3
2021-06-16 15:29:31.337 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6e69e3d46f624d92a7167d17ea7024de
2021-06-16 15:29:31.338 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 39b641d23fb3435f840c4fc8be7cbb54
2021-06-16 15:29:31.339 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4c244141e01549729c73a8e7a2009765
2021-06-16 15:29:31.340 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 51c1397969b14c719a6cb3a04ed7f580
2021-06-16 15:29:31.341 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 451e8e183f7a42949b40b82da0c161ad
2021-06-16 15:29:31.343 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 66638eaa92f2455a82a6fbbff46c982d
2021-06-16 15:29:31.344 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3f4c009fe74b4f81a25440fb2c2be0a9
2021-06-16 15:29:31.348 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 551c4004249c41eab3a18dfd1bd50340
2021-06-16 15:29:31.352 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 65ad10e2933440bd9475c599828ac46d
2021-06-16 15:29:31.359 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 06abaffd2bf748dba27c5498883a3a96
2021-06-16 15:29:31.365 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1a79100357a04500b696ba8a4bbec439
2021-06-16 15:29:31.368 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5a0d92f8b59c40b69b45c4df763ca4fb
2021-06-16 15:29:31.370 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c47a7cb81194442b99a8bf392e0c816
2021-06-16 15:29:31.372 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 59590fbe5a594e3287a8dd4028048a54
2021-06-16 15:29:31.390 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 459c031753ba4f6db28a4f837b049e70
2021-06-16 15:29:31.396 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1cbb9f12b8f94e2d8f9dbd20434ca536
2021-06-16 15:29:31.404 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 424c9646ecd141738ada81346f308cbb
2021-06-16 15:29:31.408 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 375b502bdbed4c3a9e51910aeb0d700c
2021-06-16 15:29:31.410 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2e8bca7014244b749aed547bfe9e7069
2021-06-16 15:29:31.420 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 244d82f3fb5446cc886862adde16d41e
2021-06-16 15:29:31.425 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 61a90f4d67e94050a236e54441351427
2021-06-16 15:29:31.429 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 815449dbfae74c9485aee1e512180de8
2021-06-16 15:29:31.430 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 184d777368604f95a9176b929be8b47a
2021-06-16 15:29:31.435 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 05b3a8f187e64973a2b8ae311255b100
2021-06-16 15:29:31.437 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3b0f7563c37f45ccaa41f874e538bec7
2021-06-16 15:29:31.442 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 48ba56f1d49343498893d2f04cad2d1c
2021-06-16 15:29:31.443 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6b85e49f2ac148689ffd0e41c595e6c1
2021-06-16 15:29:31.446 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 472e3b9e5e754e3392496fdcd155887e
2021-06-16 15:29:31.448 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0022217d1ed446e9a3a5fef13d33facf
2021-06-16 15:29:31.450 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7f87ce14f2a747d4987d12ef167f79de
2021-06-16 15:29:31.451 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 69f57f07e64641a196ba9a30b2b3be0e
2021-06-16 15:29:31.452 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 52e62d1178e04a44920faa2a331ee425
2021-06-16 15:29:31.456 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 61d505e70f4142fcae56230ef53ad29c
2021-06-16 15:29:31.458 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6001575dd82743538234ca9ad62f7766
2021-06-16 15:29:31.459 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 44b807032c7245bcb2acf98824a666c0
2021-06-16 15:29:31.462 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2c5351e69a4547ba89616b04d8839252
2021-06-16 15:29:31.465 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 49e5ed9a82554f7fa5f480c0ccf39d87
2021-06-16 15:29:31.466 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1f8c4d03b00740a1af5f9a43b4e4cfbc
2021-06-16 15:29:31.481 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26933f7280b44e69a0a13e8a3ffa53c1
2021-06-16 15:29:31.482 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 075656079a0b4893a7957f140f60a2d8
2021-06-16 15:29:31.487 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 133d19c4263d48928db12d94c0bb0cda
2021-06-16 15:29:31.488 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6558323ba48e4006af6c3d18f650b336
2021-06-16 15:29:31.489 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3461ee3a89b4428a8a27e4ab3b904877
2021-06-16 15:29:31.492 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 496e48b1731f45c4bf94af504ef7fe26
2021-06-16 15:29:31.495 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7700925d8c3f45faa89547897787d459
2021-06-16 15:29:31.497 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6c87a961507d426cae4683347e67f69b
2021-06-16 15:29:31.499 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 03cfab8700b64a2d84ad2e206d82f279
2021-06-16 15:29:31.512 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6838fc5fbd1f4f9faa98a512b2204b44
2021-06-16 15:29:31.529 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 159fa7c5323243c2a6d0ad55ba6610c2
2021-06-16 15:29:31.540 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 25303ee22ba248c59a4c0171dec69b9f
2021-06-16 15:29:31.542 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 058f5a5dd3d44dcdae1f6fdc22622ce3
2021-06-16 15:29:31.550 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2991170ba08b45c3afb078d90ac4b3b7
2021-06-16 15:29:31.555 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 611f3bf6e9e04560a7c28b4f9b2b2794
2021-06-16 15:29:31.558 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 21ebd0fdc5ad4ad28efdbec229b89878
2021-06-16 15:29:32.831 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c97371895584aa3a832de26835a373d
2021-06-16 15:29:32.853 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 571c9247401148c9a7d29ed24a3d87de
2021-06-16 15:29:32.884 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6c9a992d7e4143f39efe9956f796763d
2021-06-16 15:29:32.887 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7fe1c4cddc964400a7ebfa421c6922ba
2021-06-16 15:29:32.888 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 78628a84f5c9440abbb094594c0d5259
2021-06-16 15:29:32.889 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7b29ee38e7194dc5956836e7f81c728c
2021-06-16 15:29:32.891 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 523fb31a62a243a3b49c562c2789ac9e
2021-06-16 15:29:32.907 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 545f19872df448909045f86dd352abe3
2021-06-16 15:29:32.910 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 71e717f03123439a8319767aed8e1144
2021-06-16 15:29:32.953 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0dfd1f6755354884989eae8734c5eea4
2021-06-16 15:29:32.955 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 54009e311d4240f4b209e802b4e4c7ab
2021-06-16 15:29:32.964 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 241d5e2e37ba4e56b37472f2f1998e71
2021-06-16 15:29:32.967 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 767e458523ec42ac87b89f8cd535ab5c
2021-06-16 15:29:32.970 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1e301102ebc34e8cb40c6e4af9dd0b52
2021-06-16 15:29:32.974 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5e1bfe0a08ce4f038fd4f0446e14cb5d
2021-06-16 15:29:32.975 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 46a031a4b2d34abe8e640f7d138ce6eb
2021-06-16 15:29:32.979 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 133eccb9f27a4dab81c60468f9290743
2021-06-16 15:29:32.980 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 49b8e1d2e89943b9933f8078c69e79d0
2021-06-16 15:29:32.981 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 334bee2eb00b471b9e84c2a2683b37fc
2021-06-16 15:29:32.985 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 24d60f7ff2b340228fc625be57c5cb2b
2021-06-16 15:29:32.986 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 018e0ca2e68e422598fec829990bd421
2021-06-16 15:29:32.987 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 004474050bdc46c2805ae42048c24c2f
2021-06-16 15:29:33.014 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 56241dc104944fba8bf74a883d900a0b
2021-06-16 15:29:33.031 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7c8c7ceffb2844eea690d2e324759fa0
2021-06-16 15:29:33.035 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 73c84cb66c4a47f1a3232cedcd2e8fc5
2021-06-16 15:29:33.038 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 77bb6b7b784d42378b854d380c86bcd7
2021-06-16 15:29:33.041 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 51c417bff3044db29b0092e7ff789b52
2021-06-16 15:29:33.050 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 483b978cb3434b689ef3485299d2b7be
2021-06-16 15:29:33.055 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6ef48e2a6a6147918f01253fdf651542
2021-06-16 15:29:33.060 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3dfc869eef1147ac961e902e1014a875
2021-06-16 15:29:33.065 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 003e7a4bf58b4849a90556cb26de248c
2021-06-16 15:29:33.073 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 009627813bd44541ae6e6b71a4e17fa5
2021-06-16 15:29:33.084 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1931bd2c498e4b3b853a2ad88e54ea76
2021-06-16 15:29:33.087 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 320a69b330b34155b5a5311dcf5ef079
2021-06-16 15:29:33.095 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 189b2d62d06644af847d33914d2f2c4e
2021-06-16 15:29:33.099 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 83be441fca9e4f6baf42fd0f1a94e5d0
2021-06-16 15:29:33.103 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0e60c1fb1f194bf7badcbea556e99859
2021-06-16 15:29:33.146 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5f0c860b254f4f9ea95e0d2013e3da8f
2021-06-16 15:29:33.149 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 659ce99c9ef74624b65da0cdbe97a913
2021-06-16 15:29:33.160 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 16bb4e08f2da4c0f9bded9b082d1f697
2021-06-16 15:29:33.162 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2342193534314a918fdbaf733bd05c59
2021-06-16 15:29:33.165 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 28700017c4e54fa594a0af187117ec9a
2021-06-16 15:29:33.174 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 287ccd5f25b74ef29a728f59d1ea7ccb
2021-06-16 15:29:33.191 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0941d67cb33c402394e190474f5412a9
2021-06-16 15:29:33.195 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 137dd8ef92634131b846281cd3763229
2021-06-16 15:29:33.198 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0db7b1d12a7443acaca28ad97a81d58e
2021-06-16 15:29:33.201 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3f085e76b3bf4a439ca97b8ff1ae96f7
2021-06-16 15:29:33.208 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 594a4ff408234ce98a2c6533cc8d5c26
2021-06-16 15:29:33.210 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 575ca9860f8e4033b8630d1493af001c
2021-06-16 15:29:33.223 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4d03a0e2016a4c54a61220a0ce29d7e0
2021-06-16 15:29:33.230 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5abce98808a24ba2831212485947a866
2021-06-16 15:29:33.233 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 758e30a80d8e4a09abd3c5d0a9a2bde8
2021-06-16 15:29:33.234 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0a1f67d5dc1f43b083733659259eeda5
2021-06-16 15:29:33.239 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 147583ae0d474347b04556e7cc63c4f1
2021-06-16 15:29:33.244 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3ba7b25d1b0d49fc835e3bf5f013021d
2021-06-16 15:29:33.245 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ad98b454c2141679428d2f89acc7191
2021-06-16 15:29:33.248 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 38a75ffe6ad44e979f67593f6f5a1695
2021-06-16 15:29:33.251 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 34f739099c184b879c5f76d382eb7bc5
2021-06-16 15:29:33.252 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2fc1f5d2c7414265867c9c8d0a703efc
2021-06-16 15:29:33.253 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 76b9999380484451b082c5bb7024e48b
2021-06-16 15:29:33.284 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 230f4cb9c28440a890abc054cf17c3e5
2021-06-16 15:29:33.289 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 27dc5417735b49aba424a6cf58344deb
2021-06-16 15:29:33.307 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3bec45e1f9244f5aa23d093469a9bcfb
2021-06-16 15:29:33.311 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 12207da65907435d9984a209365e47f7
2021-06-16 15:29:33.312 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 79689a0e8acd4403a5c1491d5e68cc77
2021-06-16 15:29:33.315 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6cf6e70bb8e74fef96fd6f07c90c6ba1
2021-06-16 15:29:33.316 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 70c07e1d01904851a9e6d31728ac985a
2021-06-16 15:29:33.318 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5a0e3250c57441d0a986111312226d45
2021-06-16 15:29:33.329 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 005c047b72a344fca02a490168085adf
2021-06-16 15:29:33.335 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2bcab84910b34376a1e7ccc619a8991f
2021-06-16 15:29:33.337 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1b490d498f7a49b19a777da7389633b0
2021-06-16 15:29:33.339 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 12bc063986b04ba581413837129fac97
2021-06-16 15:29:33.347 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0a7519f146764c5ebf9515fafae0b426
2021-06-16 15:29:33.348 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 11862b3c402b45209c3db85dd8405b36
2021-06-16 15:29:33.350 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1014de5e1f8d4409aacc2e80ff283b4d
2021-06-16 15:29:33.351 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 76d9989a286b4e8e99bc2955f834b8b0
2021-06-16 15:29:33.353 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7a2819a09e9443bfb24d14c3b814e08e
2021-06-16 15:29:33.355 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5bb2d1361abe4f22bb0b6e9c96d1f3ae
2021-06-16 15:29:33.356 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5b440b3a406142b1ba524b101c9fb68c
2021-06-16 15:29:33.357 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 60e59fcaa18f43b4956fd0753689082c
2021-06-16 15:29:33.365 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2fc01617b76c4385ad891f4ad45a4f7c
2021-06-16 15:29:33.367 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0e92c272675a473c94c9a4d4513a2b01
2021-06-16 15:29:33.368 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2a8e34f26adc42919b7b921208508654
2021-06-16 15:29:33.374 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 729c55d89f31436e8db539ce304b42d2
2021-06-16 15:29:33.379 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 722a29f4c08e46b19df5dc71fcff937c
2021-06-16 15:29:33.384 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 44c48ebf1ca046c3a9688da27a3716a4
2021-06-16 15:29:33.385 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0524190d76384bc2ba564d0e01b25cb2
2021-06-16 15:29:33.389 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3ed0af43ed064b91b0d6cf1295dcb631
2021-06-16 15:29:33.392 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 41afc76585384fd9afb75debeabbdd61
2021-06-16 15:29:33.397 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7dcb51ed009e40769bcf63853db30fa2
2021-06-16 15:29:33.399 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 266bcc00c2554aec84dec77b59f81a1f
2021-06-16 15:29:33.406 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 503ea65bd0254ad58ad9f39bd94a6469
2021-06-16 15:29:33.411 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26b04d1cc23a41ec8c6042907a56720f
2021-06-16 15:29:33.414 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3d05503dddd545b3aa2a04ddd6aa0990
2021-06-16 15:29:33.422 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 108b22b3fb9d47d890a9ec52d7d4ac14
2021-06-16 15:29:33.440 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 57040281b268459eac6547c2c0b3075b
2021-06-16 15:29:33.442 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2e1b79e538354ae98d07a64c36e6a84d
2021-06-16 15:29:33.450 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2dc53fa31b424f82aa885a3b68db31e3
2021-06-16 15:29:33.455 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 63c9997d2fec4f5faa51d431ad4014e5
2021-06-16 15:29:33.461 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4c83decf2cce4d46a0cb7b9d2bcc3a80
2021-06-16 15:29:33.482 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2c6f76b2724e433395a3a266a50aa578
2021-06-16 15:29:33.490 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 53fbeb702bbf4090828d1749e030ddfb
2021-06-16 15:29:33.511 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 4eb8f37f209a49a187415d710c4c28a4
2021-06-16 15:29:33.526 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 68706d244dff4e0886662802ad2f3539
2021-06-16 15:29:33.529 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 35db815f60ca4894b2ea1c8098934a26
2021-06-16 15:29:33.531 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7dbd93c1f3ff4aadb386375dee54a165
2021-06-16 15:29:33.537 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3944f269adf94481a41f923ad3bd58ef
2021-06-16 15:29:33.539 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5efd2b1b0c884cf0b9c569ef30e9678c
2021-06-16 15:29:33.541 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1313338a172c4e3eb424e552ba13412f
2021-06-16 15:29:33.549 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 595808c342f34045928a732ac288ec28
2021-06-16 15:29:33.554 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5ba157071a214f5ab7e72779d0ad34dc
2021-06-16 15:29:33.560 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26110db549e5447ba51000fd6910df60
2021-06-16 15:29:33.565 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1262d7f6b25e4d6289968cbfb93d13a4
2021-06-16 15:29:33.566 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5223bae6364a4ebb963b8afd46dc2550
2021-06-16 15:29:33.570 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1526bee0e9df4c44ab1ccdb995913242
2021-06-16 15:29:33.575 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 40f359a519e64f8e9cc47725d45ad310
2021-06-16 15:29:33.576 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2b753246bbeb4163bb6cf0148739c6f6
2021-06-16 15:29:33.581 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 400704e060d0488581f7aea843185b95
2021-06-16 15:29:33.600 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 067b197cfe834223a1cd53ee14466770
2021-06-16 15:29:33.605 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 044b514df8004cc0a61363922cdf4b10
2021-06-16 15:29:33.609 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2720efaa36c84b41b61602419b067b82
2021-06-16 15:29:33.614 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7f59eb0f874d4d62b77368190699b637
2021-06-16 15:29:33.620 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6f21dc3f5fcc4e46a910c0b81fd1c479
2021-06-16 15:29:33.628 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 786bb58aca7c4f7ebba87cf932c20fdb
2021-06-16 15:29:33.633 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 453fa212ab6440b89d6d1fefd194ff1d
2021-06-16 15:29:33.637 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c82069c5d384dbe85ad117dd410a541
2021-06-16 15:29:33.644 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26378bcc25004e269aeb83fd4000c04d
2021-06-16 15:29:33.646 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 527c926ba80a40e39e36cbf02e3f08be
2021-06-16 15:29:33.656 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 06abc5f8311c410e9bbcc00628ff2313
2021-06-16 15:29:33.665 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 61c006adc2d843d69e8a0c548f57d11c
2021-06-16 15:29:33.674 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 20a509b3010846cf819b539b4011e65f
2021-06-16 15:29:33.677 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 475176aec6514020b8311f2c0930246a
2021-06-16 15:29:33.684 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6adc9d8b641640d88a74be133db00027
2021-06-16 15:29:33.688 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5c7d7103c5f340c584599cdce449e997
2021-06-16 15:29:33.689 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0cd2ac7dcc1142ca86f67a858ba88b86
2021-06-16 15:29:33.690 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 31345f21b8b94e87ac72b8e312f720d0
2021-06-16 15:29:33.692 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 77c1b94340b24da0bbdb1c3c6a36753b
2021-06-16 15:29:33.695 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1008b1880f804583a98f45bada5d9776
2021-06-16 15:29:33.697 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2350065d4e6544b18af767d5ba23b06f
2021-06-16 15:29:33.698 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 435b6841182e41bd972e96c7c5f530c7
2021-06-16 15:29:33.704 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 073ebb9775424c599ade0249e9240f4e
2021-06-16 15:29:33.707 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 26056f1d197741b5b36cb39f02baee8c
2021-06-16 15:29:33.714 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 57cea7139a584300821a107562f67849
2021-06-16 15:29:33.718 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5be2cc8d0df64f6b87d75f7314511e93
2021-06-16 15:29:33.725 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 79e9b258198e418cb0443e8fd945b4a0
2021-06-16 15:29:33.727 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1b5e86930b6a4c96a4684598bd48882d
2021-06-16 15:29:33.737 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1f01b9879bf74539bfbd051d4fd87b4c
2021-06-16 15:29:33.740 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 610ddb8e1bb64eb2a7dfb7261c73c981
2021-06-16 15:29:33.746 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0da57cd7fe2e4daf80692c2fbff49b76
2021-06-16 15:29:33.750 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 5e4817f751b3401ba95a3ab29fdb7920
2021-06-16 15:29:33.752 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0ae74f0cc9f84c15967f4080e489a00f
2021-06-16 15:29:33.753 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 505c562b01d5406fbfe9cca90a12ab76
2021-06-16 15:29:33.755 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6a8263b1ca9b47fa84c512262186dcd9
2021-06-16 15:29:33.757 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 65fe565ef76141c88776d71a0bef0266
2021-06-16 15:29:33.775 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1579983c30b948539d5d17a703809493
2021-06-16 15:29:33.780 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 29b1ab3c4d88409484948c2220fb4572
2021-06-16 15:29:33.791 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 08aab59643a2442b9a16bf79e1275404
2021-06-16 15:29:33.797 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3c9de383a89f43ab8be70741d98532af
2021-06-16 15:29:33.799 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 81a9e7bc0aaf422e8ea22ababcba81f0
2021-06-16 15:29:33.800 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3d69535bee1e4136ab50eeacfff44b1f
2021-06-16 15:29:33.801 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 33960d87a8b94509ab9e53e403617ce1
2021-06-16 15:29:33.824 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 7f81a1f3fcbc4a0888c79dfb62d09ba7
2021-06-16 15:29:33.850 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 6fa0461be37446fea5c10f76cb054424
2021-06-16 15:29:33.857 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 58933e1933b64f55aea450770502a9cd
2021-06-16 15:29:33.858 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 3f63162cabea41af8a2df3f90d8e484a
2021-06-16 15:29:33.860 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 1508ab5894904bb4b1a02fcdc20d9926
2021-06-16 15:29:33.868 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 0099bd4a60c144c0993c72e3ce35cfc3
2021-06-16 15:29:33.876 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 2c5baa518f194677b192e2c7de796cd8
2021-06-16 15:29:33.885 | INFO     | core.dataset:load_gt:30 - Skipping flight, not present in valid encounters: 844068b7a0914bcd98f431c9d2fb1519
In [64]:
### Using datasets helper script

import re

def get_frame(path):
  flight_name, timestamp, flight_name_2 = re.match(r'(\w+)/(\w{19})(\w+).png', 
                                                   path, re.S).groups()
  assert flight_name == flight_name_2
  flight = dataset.get_flight_by_id(flight_name)
  return [lucky_flight.get_frame(frame_id) for frame_id in lucky_flight.frames 
          if lucky_flight.get_frame(frame_id).timestamp == int(timestamp)][0]

frame = get_frame("0001ba865c8e410e88609541b8f55ffc/15549773773118700890001ba865c8e410e88609541b8f55ffc.png")

for obj in frame.detected_object_locations:
  print(obj, frame.detected_object_locations[obj].bb.get_bbox())

Helicopter1 [1666.4, 1169.2, 13.0, 19.399999999999864]
In [62]:
### Using old school linux way
# !apt install jq > /dev/null
!jq '.samples."0001ba865c8e410e88609541b8f55ffc".entities | .[] | select(.img_name == "15549773773118700890001ba865c8e410e88609541b8f55ffc.png")' part1/ImageSets/groundtruth.json

{
  "time": 1554977377311870200,
  "blob": {
    "frame": 281,
    "range_distance_m": 416.3455210607671
  },
  "id": "Helicopter1",
  "bb": [
    1666.4,
    1169.2,
    13,
    19.399999999999864
  ],
  "labels": {
    "is_above_horizon": -1
  },
  "flight_id": "0001ba865c8e410e88609541b8f55ffc",
  "img_name": "15549773773118700890001ba865c8e410e88609541b8f55ffc.png"
}
In [ ]:

Content

1911

Comments

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Over 1 year ago

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About 1 year ago

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