def test_float():
actual = uncompress(
3,
[{
"taglbl": 2,
"lblname": "temperature",
"resol": 1.0,
"sampletype": 12
}],
"$10$27$00$80$03$93$20$18$00$80$10$81$83$07$0d$45$85$10$05",
)
expected = {
"batch_counter":
7,
"batch_relative_timestamp":
1944,
"dataset": [
{
"data_relative_timestamp": 1830,
"data": {
"value": 11,
"label": 2,
"label_name": "temperature"
},
},
{
"data_relative_timestamp": 1845,
"data": {
"value": 13,
"label": 2,
"label_name": "temperature"
},
},
{
"data_relative_timestamp": 1860,
"data": {
"value": 14,
"label": 2,
"label_name": "temperature"
},
},
{
"data_relative_timestamp": 1875,
"data": {
"value": 21,
"label": 2,
"label_name": "temperature"
},
},
{
"data_relative_timestamp": 1876,
"data": {
"value": 100,
"label": 2,
"label_name": "temperature"
},
},
],
}
assert expected == actual
def test_common_timestamp_2():
"""Function comments"""
actual = uncompress(
2,
[
{
"taglbl": 0,
"resol": 10,
"sampletype": 7
},
{
"taglbl": 1,
"resol": 100,
"sampletype": 6
},
{
"taglbl": 2,
"resol": 1,
"sampletype": 6
},
],
"322040c884854308b04f308df611942100f90649c908",
)
expected = {
"batch_counter":
0,
"batch_relative_timestamp":
2167609,
"dataset": [
{
"data_relative_timestamp": 2167574,
"data": {
"value": 2470,
"label": 0
}
},
{
"data_relative_timestamp": 2167604,
"data": {
"value": 2470,
"label": 0
}
},
{
"data_relative_timestamp": 2167574,
"data": {
"value": 4500,
"label": 1
}
},
{
"data_relative_timestamp": 2167604,
"data": {
"value": 4500,
"label": 1
}
},
{
"data_relative_timestamp": 2167574,
"data": {
"value": 3617,
"label": 2
}
},
],
}
assert expected == actual
def test_common_timestamp():
actual = uncompress(
3,
[
{
"taglbl": 0,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 1,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 2,
"resol": 1,
"sampletype": 7
},
{
"taglbl": 3,
"resol": 1,
"sampletype": 7
},
{
"taglbl": 4,
"resol": 1,
"sampletype": 6
},
],
"523000800310050AE1DEC124B41F680FEC01003802237B00008EC01080009DB08C8819AF126440382419100ED903",
)
expected = {
"batch_counter":
0,
"batch_relative_timestamp":
3624,
"dataset": [
{
"data_relative_timestamp": 1824,
"data": {
"value": 7297,
"label": 0
}
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 14497,
"label": 0
}
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 7297,
"label": 1
}
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 14497,
"label": 1
}
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 1005,
"label": 2
}
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 1005,
"label": 2
}
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 2580,
"label": 3
}
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 2541,
"label": 3
}
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 3622,
"label": 4
}
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 3676,
"label": 4
}
},
],
}
assert expected == actual
def test_integer_2():
"""Function comments"""
actual = uncompress(
1,
[
{
"taglbl": 0,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 1,
"resol": 1,
"sampletype": 1
},
],
"201600206018180000007ae201726c922d59920520ad",
)
expected = {
"batch_counter":
6,
"batch_relative_timestamp":
504,
"dataset": [
{
"data_relative_timestamp": 454,
"data": {
"value": 61,
"label": 0
}
},
{
"data_relative_timestamp": 455,
"data": {
"value": 62,
"label": 0
}
},
{
"data_relative_timestamp": 451,
"data": {
"value": 0,
"label": 1
}
},
{
"data_relative_timestamp": 452,
"data": {
"value": 1,
"label": 1
}
},
{
"data_relative_timestamp": 496,
"data": {
"value": 0,
"label": 1
}
},
{
"data_relative_timestamp": 497,
"data": {
"value": 1,
"label": 1
}
},
{
"data_relative_timestamp": 499,
"data": {
"value": 0,
"label": 1
}
},
{
"data_relative_timestamp": 500,
"data": {
"value": 1,
"label": 1
}
},
{
"data_relative_timestamp": 501,
"data": {
"value": 0,
"label": 1
}
},
{
"data_relative_timestamp": 502,
"data": {
"value": 1,
"label": 1
}
},
],
}
assert expected == actual
def test_integer():
actual = uncompress(
1,
[
{
"taglbl": 0,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 1,
"resol": 1,
"sampletype": 1
},
],
"20100000a020a8010000004401e297ad40871b770e377b",
"2018-11-05T10:35:09.685Z",
)
expected = {
"batch_counter":
0,
"batch_relative_timestamp":
99,
"batch_absolute_timestamp":
"2018-11-05T10:35:09.685Z",
"dataset": [
{
"data_absolute_timestamp": "2018-11-05T10:34:19.685Z",
"data_relative_timestamp": 49,
"data": {
"value": 0,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:29.685Z",
"data_relative_timestamp": 59,
"data": {
"value": 0,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:39.685Z",
"data_relative_timestamp": 69,
"data": {
"value": 3,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:49.685Z",
"data_relative_timestamp": 79,
"data": {
"value": 7,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:59.685Z",
"data_relative_timestamp": 89,
"data": {
"value": 7,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:35:09.685Z",
"data_relative_timestamp": 99,
"data": {
"value": 10,
"label": 0
},
},
{
"data_absolute_timestamp": "2018-11-05T10:33:35.685Z",
"data_relative_timestamp": 5,
"data": {
"value": 1,
"label": 1
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:37.685Z",
"data_relative_timestamp": 67,
"data": {
"value": 0,
"label": 1
},
},
{
"data_absolute_timestamp": "2018-11-05T10:34:39.685Z",
"data_relative_timestamp": 69,
"data": {
"value": 1,
"label": 1
},
},
],
}
assert expected == actual
def test_big_float_input():
"""Function comments"""
actual = uncompress(
1,
[
{
"taglbl": 0,
"resol": 1,
"sampletype": 12
},
{
"taglbl": 1,
"resol": 100,
"sampletype": 6
},
],
"10000000404a481f000044a1d1a9d5e8353aad1042e83542afd10b8d5a557aa14aad2a21b47aa111420821d4a9d469f51aa14e2bb442af11eab442a8151abdd0aad20b8d5e23f41abd46e8b4ead46b06",
)
expected = {
"batch_counter":
0,
"batch_relative_timestamp":
166,
"dataset": [
{
"data_relative_timestamp": 82,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 83,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 84,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 85,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 86,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 87,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 88,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 89,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 90,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 91,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 92,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 93,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 94,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 95,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 96,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 97,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 98,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 99,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 100,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 101,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 102,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 103,
"data": {
"value": 127,
"label": 0
}
},
{
"data_relative_timestamp": 104,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 105,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 106,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 107,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 108,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 109,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 110,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 111,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 112,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 113,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 114,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 115,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 116,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 117,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 118,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 119,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 120,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 121,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 122,
"data": {
"value": 118,
"label": 0
}
},
{
"data_relative_timestamp": 123,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 124,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 125,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 126,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 127,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 128,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 129,
"data": {
"value": 118,
"label": 0
}
},
{
"data_relative_timestamp": 130,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 131,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 132,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 133,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 134,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 135,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 136,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 137,
"data": {
"value": 118,
"label": 0
}
},
{
"data_relative_timestamp": 138,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 139,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 140,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 141,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 142,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 143,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 144,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 145,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 146,
"data": {
"value": 127,
"label": 0
}
},
{
"data_relative_timestamp": 147,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 148,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 149,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 150,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 151,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 152,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 153,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 154,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 155,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 156,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 157,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 158,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 159,
"data": {
"value": 120,
"label": 0
}
},
{
"data_relative_timestamp": 160,
"data": {
"value": 122,
"label": 0
}
},
{
"data_relative_timestamp": 161,
"data": {
"value": 118,
"label": 0
}
},
{
"data_relative_timestamp": 162,
"data": {
"value": 125,
"label": 0
}
},
{
"data_relative_timestamp": 163,
"data": {
"value": 122,
"label": 0
}
},
],
}
assert expected == actual
def test_timestamp_iso_format():
"""Function comments"""
actual = uncompress(
3,
[
{
"taglbl": 0,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 1,
"resol": 1,
"sampletype": 10
},
{
"taglbl": 2,
"resol": 1,
"sampletype": 7
},
{
"taglbl": 3,
"resol": 1,
"sampletype": 7
},
{
"taglbl": 4,
"resol": 1,
"sampletype": 6
},
],
"523000800310050AE1DEC124B41F680FEC01003802237B00008EC01080009DB08C8819AF126440382419100ED903",
"2018-10-05T10:00:00.000Z",
)
expected = {
"batch_counter":
0,
"batch_relative_timestamp":
3624,
"batch_absolute_timestamp":
"2018-10-05T10:00:00.000Z",
"dataset": [
{
"data_relative_timestamp": 1824,
"data": {
"value": 7297,
"label": 0
},
"data_absolute_timestamp": "2018-10-05T09:30:00.000Z",
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 14497,
"label": 0
},
"data_absolute_timestamp": "2018-10-05T10:00:00.000Z",
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 7297,
"label": 1
},
"data_absolute_timestamp": "2018-10-05T09:30:00.000Z",
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 14497,
"label": 1
},
"data_absolute_timestamp": "2018-10-05T10:00:00.000Z",
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 1005,
"label": 2
},
"data_absolute_timestamp": "2018-10-05T09:30:00.000Z",
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 1005,
"label": 2
},
"data_absolute_timestamp": "2018-10-05T10:00:00.000Z",
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 2580,
"label": 3
},
"data_absolute_timestamp": "2018-10-05T09:30:00.000Z",
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 2541,
"label": 3
},
"data_absolute_timestamp": "2018-10-05T10:00:00.000Z",
},
{
"data_relative_timestamp": 1824,
"data": {
"value": 3622,
"label": 4
},
"data_absolute_timestamp": "2018-10-05T09:30:00.000Z",
},
{
"data_relative_timestamp": 3624,
"data": {
"value": 3676,
"label": 4
},
"data_absolute_timestamp": "2018-10-05T10:00:00.000Z",
},
],
}
assert actual == expected