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Add billing record ua to rules engine example input #180

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merged 13 commits into from
May 21, 2024
Merged

Add billing record ua to rules engine example input #180

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bb43fc7
added whole home heat loss rate to billing period outputs
alanisaac May 8, 2024
56fd38b
lint
alanisaac May 8, 2024
954575c
First attempt to add whole_home_heat_loss_rate test from example data
eriksynn May 9, 2024
add847b
Another approach to dynamically decorating a class
eriksynn May 9, 2024
4158b66
Switched to using __dict__ to decorate the NGBillingRecordClass
eriksynn May 9, 2024
540dc1c
Final solution to adding billing period heat loss to example data
eriksynn May 9, 2024
9836a36
Revert to subclass approach leveraging Sequence type to appease mypy
eriksynn May 14, 2024
9ca204b
Generate new example data from HLA spreadsheet examples and ensure te…
eriksynn May 16, 2024
b88f697
Check for more specific ua column heading and add more descriptive co…
eriksynn May 17, 2024
e7ac445
Merge branch 'main' into add-billing-record-ua-to-rules-engine-exampl…
eriksynn May 19, 2024
bfe3c8b
Switch to built-in list to align with Deb's PR #179 changes.
eriksynn May 21, 2024
ad9d59b
Align changes with Deb's PR #179
eriksynn May 21, 2024
7704a7f
Attempt to fix lint error in import statement formatting
eriksynn May 21, 2024
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4 changes: 2 additions & 2 deletions rules-engine/src/rules_engine/pydantic_models.py
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Original file line number Diff line number Diff line change
Expand Up @@ -5,7 +5,7 @@
from dataclasses import dataclass
from datetime import date
from enum import Enum
from typing import Annotated, Any, Optional
from typing import Annotated, Any, Optional, Sequence

from pydantic import BaseModel, BeforeValidator, ConfigDict, Field

Expand Down Expand Up @@ -104,7 +104,7 @@ class NaturalGasBillingRecordInput(BaseModel):
class NaturalGasBillingInput(BaseModel):
"""From Natural Gas tab. Container for holding all rows of the billing input table."""

records: list[NaturalGasBillingRecordInput]
records: Sequence[NaturalGasBillingRecordInput]


class NormalizedBillingPeriodRecordBase(BaseModel):
Expand Down
72 changes: 36 additions & 36 deletions rules-engine/tests/test_rules_engine/cases/examples/breslow/natural-gas.csv
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Original file line number Diff line number Diff line change
@@ -1,36 +1,36 @@
start_date,end_date,days_in_bill,usage,inclusion_code,inclusion_override,avg_daily_usage,daily_htg_usage
3/3/2019,3/29/2019,27,120,1,,4.44,4.03
3/31/2019,4/30/2019,31,88,0,,2.84,2.43
5/2/2019,6/3/2019,33,66,0,,2.00,1.59
6/5/2019,6/27/2019,23,18,0,,0.78,0.37
6/29/2019,7/31/2019,33,14,-1,,0.42,0.01
8/2/2019,8/28/2019,27,13,-1,,0.48,0.07
8/30/2019,10/1/2019,33,34,0,,1.03,0.62
10/3/2019,10/28/2019,26,50,0,,1.92,1.51
10/30/2019,11/27/2019,29,118,0,,4.07,3.66
11/29/2019,12/30/2019,32,158,1,,4.94,4.53
1/1/2020,1/29/2020,29,138,1,,4.76,4.35
1/31/2020,2/26/2020,27,140,1,,5.19,4.78
2/28/2020,3/30/2020,32,127,1,,3.97,3.56
4/1/2020,4/28/2020,28,86,0,,3.07,2.66
4/30/2020,5/27/2020,28,44,0,,1.57,1.16
5/29/2020,6/26/2020,29,14,0,,0.48,0.07
6/28/2020,7/29/2020,32,11,-1,,0.34,-0.07
7/31/2020,8/27/2020,28,9,-1,,0.32,-0.09
8/29/2020,9/28/2020,31,22,-1,,0.71,0.30
9/30/2020,10/27/2020,28,36,0,,1.29,0.88
10/29/2020,11/30/2020,33,106,0,,3.21,2.80
12/2/2020,12/28/2020,27,131,1,,4.85,4.44
12/30/2020,1/28/2021,30,122,1,,4.07,3.66
1/30/2021,2/26/2021,28,153,1,,5.46,5.05
2/28/2021,3/30/2021,31,141,0,0,4.55,4.14
4/1/2021,4/29/2021,29,77,0,,2.66,2.25
5/1/2021,5/28/2021,28,38,0,,1.36,0.95
5/30/2021,6/29/2021,31,23,0,,0.74,0.33
7/1/2021,7/29/2021,29,10,-1,,0.34,-0.07
7/31/2021,8/31/2021,32,10,-1,,0.31,-0.10
9/2/2021,9/28/2021,27,9,-1,,0.33,-0.08
9/30/2021,10/28/2021,29,26,0,,0.90,0.49
10/30/2021,11/29/2021,31,102,0,,3.29,2.88
12/1/2021,12/27/2021,27,111,1,,4.11,3.70
12/29/2021,1/27/2022,30,166,1,,5.53,5.12
start_date,end_date,days_in_bill,usage,inclusion_override,inclusion_code,avg_daily_usage,daily_htg_usage,hdd_at_66f,hdd_at_68f,hdd_at_70f,ua_at_66f,ua_at_68f,ua_at_70f,ua_sensitivity_at_0.31_therms,ua_sensitivity_at_0.51_therms,unused1,estimated_heating_use_therms,estimated_other_use_therms,estimated_total_use_therms,estimated_savings_therms,estimated_savings_percent,unused2,start_row,end_row
3/3/2019,3/29/2019,27,120,,1,4.44,4.03,816.2,870.2,924.2,472.7,443.3,417.4,454.3,432.3,,,,,,,,2986,3012
3/31/2019,4/30/2019,31,88,,0,2.84,2.43,511.3,570.1,632.1, , , , , ,,,,,,,,3014,3044
5/2/2019,6/3/2019,33,66,,0,2,1.59,300.6,363.7,428.3, , , , , ,,,,,,,,3046,3078
6/5/2019,6/27/2019,23,18,,0,0.78,0.37,18.3,42.4,85, , , , , ,,,,,,,,3080,3102
6/29/2019,7/31/2019,33,14,,-1,0.42,0.01,0,4.9,31, , , , , ,,,,,,,,3104,3136
8/2/2019,8/28/2019,27,13,,-1,0.48,0.07,13.6,28.4,59, , , , , ,,,,,,,,3138,3164
8/30/2019,10/1/2019,33,34,,0,1.03,0.62,94.2,145.4,206.8, , , , , ,,,,,,,,3166,3198
10/3/2019,10/28/2019,26,50,,0,1.92,1.51,306.6,356.6,407.9, , , , , ,,,,,,,,3200,3225
10/30/2019,11/27/2019,29,118,,0,4.07,3.66,744.2,801.1,859.1, , , , , ,,,,,,,,3227,3255
11/29/2019,12/30/2019,32,158,,1,4.94,4.53,1080.2,1144.2,1208.2,475,448.4,424.7,458.4,438.5,,,,,,,,3257,3288
1/1/2020,1/29/2020,29,138,,1,4.76,4.35,925.8,983.8,1041.8,482.4,454,428.7,464.4,443.5,,,,,,,,3290,3318
1/31/2020,2/26/2020,27,140,,1,5.19,4.78,873.8,927.8,981.8,522.6,492.2,465.1,502.5,481.9,,,,,,,,3320,3346
2/28/2020,3/30/2020,32,127,,1,3.97,3.56,773,837,901,521.8,481.9,447.6,495.4,468.3,,,,,,,,3348,3379
4/1/2020,4/28/2020,28,86,,0,3.07,2.66,584.1,640.1,696.1, , , , , ,,,,,,,,3381,3408
4/30/2020,5/27/2020,28,44,,0,1.57,1.16,294.3,348.5,404.5, , , , , ,,,,,,,,3410,3437
5/29/2020,6/26/2020,29,14,,0,0.48,0.07,56.7,85.3,126.2, , , , , ,,,,,,,,3439,3467
6/28/2020,7/29/2020,32,11,,-1,0.34,-0.07,2,9,41.7, , , , , ,,,,,,,,3469,3500
7/31/2020,8/27/2020,28,9,,-1,0.32,-0.09,12.1,26.4,61.1, , , , , ,,,,,,,,3502,3529
8/29/2020,9/28/2020,31,22,,-1,0.71,0.3,141.6,188,243.8, , , , , ,,,,,,,,3531,3561
9/30/2020,10/27/2020,28,36,,0,1.29,0.88,322.2,377.2,433.2, , , , , ,,,,,,,,3563,3590
10/29/2020,11/30/2020,33,106,,0,3.21,2.8,718.4,784.4,850.4, , , , , ,,,,,,,,3592,3624
12/2/2020,12/28/2020,27,131,,1,4.85,4.44,880.9,934.9,988.9,482.2,454.3,429.5,464.6,444.1,,,,,,,,3626,3652
12/30/2020,1/28/2021,30,122,,1,4.07,3.66,1030.2,1090.2,1150.2,377.1,356.4,337.8,366.1,346.6,,,,,,,,3654,3683
1/30/2021,2/26/2021,28,153,,1,5.46,5.05,1091.1,1147.1,1203.1,459.4,436.9,416.6,445.6,428.3,,,,,,,,3685,3712
2/28/2021,3/30/2021,31,141,0,0,4.55,4.14,817.7,879.7,941.7, , , , , ,,,,,,,,3714,3744
4/1/2021,4/29/2021,29,77,,0,2.66,2.25,498.5,556.5,614.5, , , , , ,,,,,,,,3746,3774
5/1/2021,5/28/2021,28,38,,0,1.36,0.95,212.7,262.1,318, , , , , ,,,,,,,,3776,3803
5/30/2021,6/29/2021,31,23,,0,0.74,0.33,68.1,101.7,145, , , , , ,,,,,,,,3805,3835
7/1/2021,7/29/2021,29,10,,-1,0.34,-0.07,21.6,45.8,91, , , , , ,,,,,,,,3837,3865
7/31/2021,8/31/2021,32,10,,-1,0.31,-0.1,7.5,25.2,53.4, , , , , ,,,,,,,,3867,3898
9/2/2021,9/28/2021,27,9,,-1,0.33,-0.08,42.2,78.3,125.7, , , , , ,,,,,,,,3900,3926
9/30/2021,10/28/2021,29,26,,0,0.9,0.49,266.7,322.7,380.5, , , , , ,,,,,,,,3928,3956
10/30/2021,11/29/2021,31,102,,0,3.29,2.88,708.1,770.1,832.1, , , , , ,,,,,,,,3958,3988
12/1/2021,12/27/2021,27,111,,1,4.11,3.7,783.6,837.6,891.6,451.7,422.5,396.9,434,411.1,,,,,,,,3990,4016
12/29/2021,1/27/2022,30,166,,1,5.53,5.12,1154.1,1214.1,1274.1,471.7,448.4,427.2,457.1,439.6,,,,,,,,4018,4047
74 changes: 37 additions & 37 deletions rules-engine/tests/test_rules_engine/cases/examples/cali/natural-gas.csv
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Original file line number Diff line number Diff line change
@@ -1,37 +1,37 @@
start_date,end_date,days_in_bill,usage,inclusion_override,inclusion_code,avg_daily_usage,daily_htg_usage
2/28/2018,3/27/2018,28,132,,1,4.71,4.29
3/28/2018,4/30/2018,34,98,,0,2.88,2.46
5/1/2018,5/30/2018,30,23,,0,0.77,0.34
5/31/2018,6/28/2018,29,16,,0,0.55,0.13
6/29/2018,7/29/2018,31,16,,-1,0.52,0.09
7/30/2018,8/27/2018,29,12,,-1,0.41,-0.01
8/28/2018,9/26/2018,30,16,,-1,0.53,0.11
9/27/2018,10/25/2018,29,37,,0,1.28,0.85
10/26/2018,11/27/2018,33,119,,0,3.61,3.18
11/28/2018,12/28/2018,31,151,,1,4.87,4.45
12/29/2018,1/29/2019,32,183,,1,5.72,5.29
1/30/2019,2/28/2019,30,158,,1,5.27,4.84
3/1/2019,3/27/2019,27,128,,1,4.74,4.32
3/28/2019,4/29/2019,33,64,,0,1.94,1.52
4/30/2019,6/3/2019,35,41,,0,1.17,0.75
6/4/2019,6/27/2019,24,11,,0,0.46,0.03
6/28/2019,7/31/2019,34,13,,-1,0.38,-0.04
8/1/2019,8/28/2019,28,11,,-1,0.39,-0.03
8/29/2019,9/30/2019,33,15,,-1,0.45,0.03
10/1/2019,10/25/2019,25,14,,0,0.56,0.14
10/26/2019,11/27/2019,33,100,,0,3.03,2.61
11/28/2019,1/2/2020,36,163,,1,4.53,4.10
1/3/2020,1/30/2020,28,124,,1,4.43,4.00
1/31/2020,2/28/2020,29,118,,1,4.07,3.65
2/29/2020,3/30/2020,31,85,0,0,2.74,2.32
3/31/2020,4/30/2020,31,93,,0,3.00,2.58
5/1/2020,5/28/2020,28,36,,0,1.29,0.86
5/29/2020,6/29/2020,32,13,,0,0.41,-0.02
6/30/2020,7/29/2020,30,9,,-1,0.30,-0.12
7/30/2020,8/27/2020,29,12,,-1,0.41,-0.01
8/28/2020,9/28/2020,32,13,,-1,0.41,-0.02
9/29/2020,10/27/2020,29,33,,0,1.14,0.71
10/28/2020,11/30/2020,34,100,,0,2.94,2.52
12/1/2020,12/29/2020,29,133,,1,4.59,4.16
12/30/2020,1/29/2021,31,172,0,0,5.55,5.12
1/30/2021,2/25/2021,27,167,,1,6.19,5.76
start_date,end_date,days_in_bill,usage,inclusion_override,inclusion_code,avg_daily_usage,daily_htg_usage,hdd_at_54f,hdd_at_56f,hdd_at_58f,ua_at_54f,ua_at_56f,ua_at_58f,ua_sensitivity_at_0.32_therms,ua_sensitivity_at_0.52_therms,unused1,estimated_heating_use_therms,estimated_other_use_therms,estimated_total_use_therms,estimated_savings_therms,estimated_savings_percent,unused2,start_row,end_row
2/28/2018,3/27/2018,28,132,,1,4.71,4.29,534.8,590.8,646.8,870.4,787.9,719.7,806.3,769.6,,,,,,,,2618,2645
3/28/2018,4/30/2018,34,98,,0,2.88,2.46,332.1,393.3,455.4, , , , , ,,,,,,,,2646,2679
5/1/2018,5/30/2018,30,23,,0,0.77,0.34,14,21.8,38.9, , , , , ,,,,,,,,2680,2709
5/31/2018,6/28/2018,29,16,,0,0.55,0.13,2.1,4.1,9.6, , , , , ,,,,,,,,2710,2738
6/29/2018,7/29/2018,31,16,,-1,0.52,0.09,0,0,0, , , , , ,,,,,,,,2739,2769
7/30/2018,8/27/2018,29,12,,-1,0.41,-0.01,0,0,0, , , , , ,,,,,,,,2770,2798
8/28/2018,9/26/2018,30,16,,-1,0.53,0.11,3.2,7.4,14.6, , , , , ,,,,,,,,2799,2828
9/27/2018,10/25/2018,29,37,,0,1.28,0.85,106.3,132.7,171.2, , , , , ,,,,,,,,2829,2857
10/26/2018,11/27/2018,33,119,,0,3.61,3.18,440.5,500.6,564.6, , , , , ,,,,,,,,2858,2890
11/28/2018,12/28/2018,31,151,,1,4.87,4.45,600.2,660.2,721.3,890,809.2,740.6,827.3,791,,,,,,,,2891,2921
12/29/2018,1/29/2019,32,183,,1,5.72,5.29,781.8,845.8,909.8,839.8,776.3,721.7,790.9,761.6,,,,,,,,2922,2953
1/30/2019,2/28/2019,30,158,,1,5.27,4.84,714.4,774.4,834.4,788,727,674.7,742,712,,,,,,,,2954,2983
3/1/2019,3/27/2019,27,128,,1,4.74,4.32,513.1,566.5,620.5,880.2,797.3,727.9,815.7,778.8,,,,,,,,2984,3010
3/28/2019,4/29/2019,33,64,,0,1.94,1.52,186.2,237.5,293.5, , , , , ,,,,,,,,3011,3043
4/30/2019,6/3/2019,35,41,,0,1.17,0.75,52.8,80,113.3, , , , , ,,,,,,,,3044,3078
6/4/2019,6/27/2019,24,11,,0,0.46,0.03,0,0.2,2.2, , , , , ,,,,,,,,3079,3102
6/28/2019,7/31/2019,34,13,,-1,0.38,-0.04,0,0,0, , , , , ,,,,,,,,3103,3136
8/1/2019,8/28/2019,28,11,,-1,0.39,-0.03,0,0,0, , , , , ,,,,,,,,3137,3164
8/29/2019,9/30/2019,33,15,,-1,0.45,0.03,0,1.5,4, , , , , ,,,,,,,,3165,3197
10/1/2019,10/25/2019,25,14,,0,0.56,0.14,23,43.4,81.9, , , , , ,,,,,,,,3198,3222
10/26/2019,11/27/2019,33,100,,0,3.03,2.61,407,466.3,528, , , , , ,,,,,,,,3223,3255
11/28/2019,1/2/2020,36,163,,1,4.53,4.1,744.1,816.1,888.1,769.4,701.5,644.6,718.6,684.4,,,,,,,,3256,3291
1/3/2020,1/30/2020,28,124,,1,4.43,4,569.1,621.1,673.1,763.5,699.6,645.5,717,682.1,,,,,,,,3292,3319
1/31/2020,2/28/2020,29,118,,1,4.07,3.65,570,628,686,718.6,652.2,597.1,670.1,634.4,,,,,,,,3320,3348
2/29/2020,3/30/2020,31,85,0,0,2.74,2.32,362.6,420.1,478.1, , , , , ,,,,,,,,3349,3379
3/31/2020,4/30/2020,31,93,,0,3,2.58,267.7,327.7,387.7, , , , , ,,,,,,,,3380,3410
5/1/2020,5/28/2020,28,36,,0,1.29,0.86,47.2,70.8,96.8, , , , , ,,,,,,,,3411,3438
5/29/2020,6/29/2020,32,13,,0,0.41,-0.02,0,2,4.5, , , , , ,,,,,,,,3439,3470
6/30/2020,7/29/2020,30,9,,-1,0.3,-0.12,0,0,0, , , , , ,,,,,,,,3471,3500
7/30/2020,8/27/2020,29,12,,-1,0.41,-0.01,0,0,0, , , , , ,,,,,,,,3501,3529
8/28/2020,9/28/2020,32,13,,-1,0.41,-0.02,19.8,29.8,39.8, , , , , ,,,,,,,,3530,3561
9/29/2020,10/27/2020,29,33,,0,1.14,0.71,60.9,85.7,118.4, , , , , ,,,,,,,,3562,3590
10/28/2020,11/30/2020,34,100,,0,2.94,2.52,352.2,408.1,465, , , , , ,,,,,,,,3591,3624
12/1/2020,12/29/2020,29,133,,1,4.59,4.16,567,621,677.2,824.9,753.2,690.7,771.3,735.1,,,,,,,,3625,3653
12/30/2020,1/29/2021,31,172,0,0,5.55,5.12,696.2,758.2,820.2, , , , , ,,,,,,,,3654,3684
1/30/2021,2/25/2021,27,167,,1,6.19,5.76,719.2,773.2,827.2,838.1,779.6,728.7,793.1,766.1,,,,,,,,3685,3711
74 changes: 37 additions & 37 deletions rules-engine/tests/test_rules_engine/cases/examples/feldman/natural-gas.csv
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Original file line number Diff line number Diff line change
@@ -1,37 +1,37 @@
start_date,end_date,days_in_bill,usage,inclusion_override,inclusion_code,avg_daily_usage,daily_htg_usage
1/23/2019,2/19/2019,28,200,,1,7.14,6.69
2/20/2019,3/20/2019,29,191,,1,6.59,6.13
3/21/2019,4/19/2019,30,115,,0,3.83,3.38
4/20/2019,5/17/2019,28,67,,0,2.39,1.94
5/18/2019,6/18/2019,32,30,,0,0.94,0.48
6/19/2019,7/18/2019,30,13,,-1,0.43,-0.02
7/19/2019,8/19/2019,32,14,,-1,0.44,-0.02
8/20/2019,9/17/2019,29,13,,-1,0.45,-0.01
9/18/2019,10/22/2019,35,43,,0,1.23,0.77
10/23/2019,11/20/2019,29,115,,0,3.97,3.51
11/21/2019,12/17/2019,27,161,,1,5.96,5.51
12/18/2019,1/21/2020,35,234,,1,6.69,6.23
1/22/2020,2/19/2020,29,177,,1,6.10,5.65
2/20/2020,3/19/2020,29,146,,1,5.03,4.58
3/20/2020,4/17/2020,29,118,,0,4.07,3.61
4/18/2020,5/19/2020,32,93,,0,2.91,2.45
5/20/2020,6/18/2020,30,25,,0,0.83,0.38
6/19/2020,7/17/2020,29,16,,-1,0.55,0.10
7/18/2020,8/18/2020,32,16,,-1,0.50,0.04
8/19/2020,9/17/2020,30,15,,-1,0.50,0.04
9/18/2020,10/20/2020,33,43,,0,1.30,0.85
10/21/2020,11/18/2020,29,91,,0,3.14,2.68
11/19/2020,12/21/2020,33,186,,1,5.64,5.18
12/22/2020,1/20/2021,30,189,,1,6.30,5.84
1/21/2021,2/18/2021,29,229,,1,7.90,7.44
2/19/2021,3/17/2021,27,164,,1,6.07,5.62
3/18/2021,4/16/2021,30,96,,0,3.20,2.74
4/17/2021,5/18/2021,32,68,,0,2.13,1.67
5/19/2021,6/17/2021,30,23,,0,0.77,0.31
6/18/2021,7/19/2021,32,11,,-1,0.34,-0.11
7/20/2021,8/17/2021,29,14,,-1,0.48,0.03
8/18/2021,9/17/2021,31,13,,-1,0.42,-0.04
9/18/2021,10/19/2021,32,28,,0,0.88,0.42
10/20/2021,11/18/2021,30,89,,0,2.97,2.51
11/19/2021,12/17/2021,29,124,,1,4.28,3.82
12/18/2021,1/18/2022,32,184,,1,5.75,5.29
start_date,end_date,days_in_bill,usage,inclusion_override,inclusion_code,avg_daily_usage,daily_htg_usage,hdd_at_60.5f,hdd_at_61.5f,hdd_at_62.5f,ua_at_60.5f,ua_at_61.5f,ua_at_62.5f,ua_sensitivity_at_0.36_therms,ua_sensitivity_at_0.56_therms,unused1,estimated_heating_use_therms,estimated_other_use_therms,estimated_total_use_therms,estimated_savings_therms,estimated_savings_percent,unused2,start_row,end_row
1/23/2019,2/19/2019,28,200,,1,7.14,6.69,837.6,865.6,893.6,838.2,811.1,785.7,823.2,799,,,,,,,,2947,2974
2/20/2019,3/20/2019,29,191,,1,6.59,6.13,836.6,865.6,894.6,796.8,770.1,745.2,782.7,757.6,,,,,,,,2975,3003
3/21/2019,4/19/2019,30,115,,0,3.83,3.38,449.5,477.5,505.5, , , , , ,,,,,,,,3004,3033
4/20/2019,5/17/2019,28,67,,0,2.39,1.94,231.3,256.6,282.6, , , , , ,,,,,,,,3034,3061
5/18/2019,6/18/2019,32,30,,0,0.94,0.48,26.3,35.6,49, , , , , ,,,,,,,,3062,3093
6/19/2019,7/18/2019,30,13,,-1,0.43,-0.02,0,0,0, , , , , ,,,,,,,,3094,3123
7/19/2019,8/19/2019,32,14,,-1,0.44,-0.02,0,0,0, , , , , ,,,,,,,,3124,3155
8/20/2019,9/17/2019,29,13,,-1,0.45,-0.01,3.5,7.3,11.3, , , , , ,,,,,,,,3156,3184
9/18/2019,10/22/2019,35,43,,0,1.23,0.77,146.8,170.1,195.7, , , , , ,,,,,,,,3185,3219
10/23/2019,11/20/2019,29,115,,0,3.97,3.51,497.8,525.8,553.8, , , , , ,,,,,,,,3220,3248
11/21/2019,12/17/2019,27,161,,1,5.96,5.51,683.1,710.1,737.1,816.2,785.2,756.4,799.4,770.9,,,,,,,,3249,3275
12/18/2019,1/21/2020,35,234,,1,6.69,6.23,955.2,990.2,1025.2,856,825.7,797.5,839,812.5,,,,,,,,3276,3310
1/22/2020,2/19/2020,29,177,,1,6.1,5.65,802.8,831.8,860.8,765,738.3,713.5,751.4,725.2,,,,,,,,3311,3339
2/20/2020,3/19/2020,29,146,,1,5.03,4.58,583.7,612.7,641.7,853,812.6,775.9,830.4,794.9,,,,,,,,3340,3368
3/20/2020,4/17/2020,29,118,,0,4.07,3.61,467.6,496.6,525.6, , , , , ,,,,,,,,3369,3397
4/18/2020,5/19/2020,32,93,,0,2.91,2.45,344.9,373.7,403.7, , , , , ,,,,,,,,3398,3429
5/20/2020,6/18/2020,30,25,,0,0.83,0.38,29.8,38,49.3, , , , , ,,,,,,,,3430,3459
6/19/2020,7/17/2020,29,16,,-1,0.55,0.1,0,0,0, , , , , ,,,,,,,,3460,3488
7/18/2020,8/18/2020,32,16,,-1,0.5,0.04,0,0,0, , , , , ,,,,,,,,3489,3520
8/19/2020,9/17/2020,30,15,,-1,0.5,0.04,12.4,16.8,22.6, , , , , ,,,,,,,,3521,3550
9/18/2020,10/20/2020,33,43,,0,1.3,0.85,181.5,205.7,232.3, , , , , ,,,,,,,,3551,3583
10/21/2020,11/18/2020,29,91,,0,3.14,2.68,383.5,408.9,436, , , , , ,,,,,,,,3584,3612
11/19/2020,12/21/2020,33,186,,1,5.64,5.18,797.6,830.6,863.6,803.7,771.8,742.3,786.7,756.9,,,,,,,,3613,3645
12/22/2020,1/20/2021,30,189,,1,6.3,5.84,788.4,818.4,848.4,833.9,803.3,774.9,817.1,789.6,,,,,,,,3646,3675
1/21/2021,2/18/2021,29,229,,1,7.9,7.44,1022.6,1051.6,1080.6,791.3,769.4,748.8,779.8,759.1,,,,,,,,3676,3704
2/19/2021,3/17/2021,27,164,,1,6.07,5.62,720.8,747.8,774.8,789.1,760.6,734.1,774.2,747.1,,,,,,,,3705,3731
3/18/2021,4/16/2021,30,96,,0,3.2,2.74,396.9,426.1,456.1, , , , , ,,,,,,,,3732,3761
4/17/2021,5/18/2021,32,68,,0,2.13,1.67,219.2,248.3,278.8, , , , , ,,,,,,,,3762,3793
5/19/2021,6/17/2021,30,23,,0,0.77,0.31,43.1,49.1,57.6, , , , , ,,,,,,,,3794,3823
6/18/2021,7/19/2021,32,11,,-1,0.34,-0.11,3.5,4.9,8.4, , , , , ,,,,,,,,3824,3855
7/20/2021,8/17/2021,29,14,,-1,0.48,0.03,0,0,0, , , , , ,,,,,,,,3856,3884
8/18/2021,9/17/2021,31,13,,-1,0.42,-0.04,0,0,1.5, , , , , ,,,,,,,,3885,3915
9/18/2021,10/19/2021,32,28,,0,0.88,0.42,62.6,80.4,99.6, , , , , ,,,,,,,,3916,3947
10/20/2021,11/18/2021,30,89,,0,2.97,2.51,380.3,408.3,436.4, , , , , ,,,,,,,,3948,3977
11/19/2021,12/17/2021,29,124,,1,4.28,3.82,614.7,643.7,672.7,675.8,645.3,617.5,662.2,628.4,,,,,,,,3978,4006
12/18/2021,1/18/2022,32,184,,1,5.75,5.29,968.4,1000.4,1032.4,656,635,615.3,647,623,,,,,,,,4007,4038
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