From 85c832a1cc9b4b4d286788070b236a8f4cae6bfc Mon Sep 17 00:00:00 2001
From: github-actions <github-actions@github.com>
Date: Thu, 19 Jan 2023 16:22:06 +0000
Subject: [PATCH 1/8] Update test benchmark 2023-01-19

---
 taxcalc/tests/test_stats_benchmark.csv | 574 ++++++++++++-------------
 1 file changed, 287 insertions(+), 287 deletions(-)

diff --git a/taxcalc/tests/test_stats_benchmark.csv b/taxcalc/tests/test_stats_benchmark.csv
index 8a769bf90..2dc6ec5f8 100644
--- a/taxcalc/tests/test_stats_benchmark.csv
+++ b/taxcalc/tests/test_stats_benchmark.csv
@@ -1,324 +1,324 @@
 ,test_id,pytest_obj,status,duration_ms,test_tuple,expected_value,revision,expect,fname,jfname,pfname,good_revision,params,is_paramtools,set_year,csv,fyear,input_data,baseline,reform,assump,outdir,year,base,ref,asm,dumpvar_str,str_valid,num_vars,time_diff
-0,taxcalc/tests/test_4package.py::test_for_consistency,<function test_for_consistency at 0x7f0a62aa1ca0>,passed,4.111879999982193,,,,,,,,,,,,,,,,,,,,,,,,,,-0.10127100000545397
-1,taxcalc/tests/test_benefits.py::test_benefits,<function test_benefits at 0x7f0a62a5a3a0>,passed,4828.931442999988,,,,,,,,,,,,,,,,,,,,,,,,,,-263.00498699998843
-2,taxcalc/tests/test_calcfunctions.py::test_calc_and_used_vars,<function test_calc_and_used_vars at 0x7f0a62a45790>,passed,46.20100800002547,,,,,,,,,,,,,,,,,,,,,,,,,,-1.4889789999870118
-3,taxcalc/tests/test_calcfunctions.py::test_function_args_usage,<function test_function_args_usage at 0x7f0a62a5a0d0>,passed,2.6428520000081335,,,,,,,,,,,,,,,,,,,,,,,,,,-0.01868099997182071
-4,taxcalc/tests/test_calcfunctions.py::test_DependentCare,<function test_DependentCare at 0x7f0a62a5a1f0>,passed,0.3086059999759527,,,,,,,,,,,,,,,,,,,,,,,,,,-0.009398000031524079
-5,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, young]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.27200599993193464,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 45, 44, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 0, False, 0)",12000,,,,,,,,,,,,,,,,,,,,,,,,-0.0012970000398126458
-6,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, allow charity]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.26740599992081115,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 66, 44, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 1, 1, 2, 200, True, 300)",15800,,,,,,,,,,,,,,,,,,,,,,,,0.02230299992334045
-7,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, allow charity, over limit]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.2355050000915071,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 66, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 400, True, 300)",13500,,,,,,,,,,,,,,,,,,,,,,,,-0.011097999902176497
-8,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, two old]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.23550499997782026,"(0, 1200, [6000, 12000, 6000, 12000, 12000], 66, 67, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 0, True, 0)",14400,,,,,,,,,,,,,,,,,,,,,,,,-0.00029800003176203016
-9,taxcalc/tests/test_calcfunctions.py::test_StdDed[Single 1],<function test_StdDed at 0x7f0a62aaa040>,passed,0.2352039999777844,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 1, 0, 0, 0, 2, 0, True, 0)",6000,,,,,,,,,,,,,,,,,,,,,,,,0.00020099997755101962
-10,taxcalc/tests/test_calcfunctions.py::test_StdDed[Single 2],<function test_StdDed at 0x7f0a62aaa040>,passed,0.23940500000207976,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 1, 0, 0, 0, 2, 0, True, 0)",6000,,,,,,,,,,,,,,,,,,,,,,,,-0.004397999987304446
-11,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, Single]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.23570500002279005,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 1, 0, 0, 2, 0, True, 0)",0,,,,,,,,,,,,,,,,,,,,,,,,-0.001297999972393854
-12,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Marrid, Single, dep, under earn]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.2380050000283518,"(1, 200, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 0, 0, 0, 2, 0, True, 0)",1000,,,,,,,,,,,,,,,,,,,,,,,,-0.00019799995243371948
-13,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, Single, dep, over earn]",<function test_StdDed at 0x7f0a62aaa040>,passed,0.24120499995206046,"(1, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 0, 0, 0, 2, 0, True, 0)",1350,,,,,,,,,,,,,,,,,,,,,,,,0.0044019999450029546
-14,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 1],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.299705999964317,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 0, 0, 0, 0, 0, 0, None, None, None, None, None, None, None, None, None, None, None)","(0, 4065, 4065, 0, 0, 3252, 25000, 10000, 15000, 10100, 17000)",,,,,,,,,,,,,,,,,,,,,,,,-0.007398000036573593
-15,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 2],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.2801050000016403,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 6146.25, 4065, 2081.25, 1040.625, 4917, 38959.375, 21167.5, 17791.875, 21380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,-0.006498000004739823
-16,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 3],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.3041059999304707,"(120000, 150000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 22202.25, 21453, 749.25, 374.625, 16773, 179625.375, 161833.5, 17791.875, 161380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,0.028201999953125834
-17,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 4],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.27460599994810764,"(120000, 500000, 15000, 100, 2000, 0.12, 0.03, 0, 400000, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 46067.85, 31953, 749.25, 374.625, 30138.6, 529625.375, 511833.5, 17791.875, 511380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,-0.002597000047899145
-18,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 5],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.2796060000491707,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 300, 0, 0, 0, 0, 0, None, None, None, None, None, None, None, None, None, None, None)","(300, 4065, 4065, 0, 0, 3285.3, 25300, 10279.1875, 15000, 10382, 17000)",,,,,,,,,,,,,,,,,,,,,,,,0.005102000045553778
-19,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 6],<function test_EI_PayrollTax at 0x7f0a62aaa9d0>,passed,0.2763060000461337,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 0, 0, 0, 0, -40000, 0, None, None, None, None, None, None, None, None, None, None, None)","(-40000, 4065, 4065, 0, 0, 3252, 0, 0, 15000, 10100, 17000)",,,,,,,,,,,,,,,,,,,,,,,,0.000703000011981203
-20,taxcalc/tests/test_calcfunctions.py::test_AfterTaxIncome,<function test_AfterTaxIncome at 0x7f0a62aaaa60>,passed,0.23120399998788344,,,,,,,,,,,,,,,,,,,,,,,,,,0.0014019999525772264
-21,taxcalc/tests/test_calcfunctions.py::test_ExpandIncome,<function test_ExpandIncome at 0x7f0a62aaaaf0>,passed,0.23120500009099487,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0014969999142522283
-22,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple0-expected_value0],<function test_LumpSumTax at 0x7f0a62aaa700>,passed,0.2341040000146677,"(1, 1, 2, 0, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,9.999894245993346e-07
-23,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple1-expected_value1],<function test_LumpSumTax at 0x7f0a62aaa700>,passed,0.25530499999604217,"(0, 1, 2, 0, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,0.02420200002006828
-24,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple2-expected_value2],<function test_LumpSumTax at 0x7f0a62aaa700>,passed,0.2315049999879193,"(1, 1, 2, 100, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,0.0007019999657131848
-25,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple3-expected_value3],<function test_LumpSumTax at 0x7f0a62aaa700>,passed,0.23180499999853055,"(0, 2, 1, 100, 200, 1000)","(200, 1200)",,,,,,,,,,,,,,,,,,,,,,,,-0.000998000018626044
-26,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple4-expected_value4],<function test_LumpSumTax at 0x7f0a62aaa700>,passed,0.2323050000541116,"(0, 1, 3, 100, 300, 1000)","(300, 1300)",,,,,,,,,,,,,,,,,,,,,,,,-0.0015979999830051106
-27,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple0-expected_value0],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.2404040000101304,"(1100000, 1, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(10915, 11115, 12915, 11215)",,,,,,,,,,,,,,,,,,,,,,,,0.0006010000106471125
-28,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple1-expected_value1],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23530399994342588,"(2100000, 1, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(209150, 209350, 211150, 209450)",,,,,,,,,,,,,,,,,,,,,,,,0.0008009999419300862
-29,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple2-expected_value2],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23320400009652076,"(1100000, 1, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,0.00210100012054687
-30,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple3-expected_value3],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23660500005462382,"(1100000, 2, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(10915, 11115, 12915, 11215)",,,,,,,,,,,,,,,,,,,,,,,,-0.007197999991603782
-31,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple4-expected_value4],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23630500004401256,"(2100000, 2, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(209150, 209350, 211150, 209450)",,,,,,,,,,,,,,,,,,,,,,,,0.00020200002381906557
-32,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple5-expected_value5],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23050499999044405,"(1100000, 2, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,-0.0013980000517221647
-33,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple6-expected_value6],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23690499995154823,"(510000, 3, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(1003, 1203, 3003, 1303)",,,,,,,,,,,,,,,,,,,,,,,,0.0009019999538396328
-34,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple7-expected_value7],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.23510400001214293,"(1100000, 3, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(109150, 109350, 111150, 109450)",,,,,,,,,,,,,,,,,,,,,,,,0.0010020000331679435
-35,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple8-expected_value8],<function test_FairShareTax at 0x7f0a62aaae50>,passed,0.2393040000470137,"(510000, 3, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,0.009101000046030094
-36,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple0-expected_value0],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23660399995151238,"(1, 50000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 1400)",,,,,,,,,,,,,,,,,,,,,,,,-0.006899000027260627
-37,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple1-expected_value1],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.235904999954073,"(1, 76000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 1120)",,,,,,,,,,,,,,,,,,,,,,,,-0.002498000071682299
-38,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple2-expected_value2],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23530500004653732,"(1, 90000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,-0.0020979999248992853
-39,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple3-expected_value3],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23690499995154823,"(2, 50000, 3, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 4200)",,,,,,,,,,,,,,,,,,,,,,,,0.002601999938178834
-40,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple4-expected_value4],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.2412050000657473,"(2, 155000, 4, 2, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 2800)",,,,,,,,,,,,,,,,,,,,,,,,-0.014697999972668185
-41,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple5-expected_value5],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23420499996973376,"(2, 170000, 4, 2, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,-0.002798000082293528
-42,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple6-expected_value6],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23200400005407573,"(4, 50000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 2800)",,,,,,,,,,,,,,,,,,,,,,,,-0.002098999914323857
-43,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple7-expected_value7],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23240499990606622,"(4, 117000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 560)",,,,,,,,,,,,,,,,,,,,,,,,-0.003398000046672678
-44,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple8-expected_value8],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23630399994090112,"(4, 130000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 1400, [75000, 150000, 75000, 112500, 150000], [80000, 160000, 80000, 120000, 160000], 0, 0, [0, 0, 0, 0, 0], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,-0.0032990000704557765
-45,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple9-expected_value9],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23140400003285322,"(1, 50000, 1, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 1200)",,,,,,,,,,,,,,,,,,,,,,,,-0.005298999951719369
-46,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple10-expected_value10],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23420499996973376,"(1, 97000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 600)",,,,,,,,,,,,,,,,,,,,,,,,-0.0014980000173636376
-47,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple11-expected_value11],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23820399997021013,"(1, 150000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,9.999894246270902e-07
-48,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple12-expected_value12],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.2360040000439767,"(2, 50000, 4, 2, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 3400)",,,,,,,,,,,,,,,,,,,,,,,,-0.0011989999393335893
-49,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple13-expected_value13],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23460500005967333,"(2, 160000, 5, 3, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 3400)",,,,,,,,,,,,,,,,,,,,,,,,-0.008497999942846862
-50,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple14-expected_value14],<function test_PersonalTaxCredit at 0x7f0a62aaaf70>,passed,0.23530499993285048,"(2, 300000, 2, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,-0.023299000076804022
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-54,taxcalc/tests/test_calculator.py::test_make_calculator,<function test_make_calculator at 0x7f0a628eeaf0>,passed,2886.327553000001,,,,,,,,,,,,,,,,,,,,,,,,,,-168.02195000002484
-55,taxcalc/tests/test_calculator.py::test_make_calculator_deepcopy,<function test_make_calculator_deepcopy at 0x7f0a628ee5e0>,passed,2508.8724310001,,,,,,,,,,,,,,,,,,,,,,,,,,-138.723412999866
-56,taxcalc/tests/test_calculator.py::test_make_calculator_with_policy_reform,<function test_make_calculator_with_policy_reform at 0x7f0a628ee700>,passed,2914.803065000001,,,,,,,,,,,,,,,,,,,,,,,,,,-148.1211120000121
-57,taxcalc/tests/test_calculator.py::test_make_calculator_with_multiyear_reform,<function test_make_calculator_with_multiyear_reform at 0x7f0a628ee790>,passed,3092.604456999993,,,,,,,,,,,,,,,,,,,,,,,,,,-131.7609810000131
-58,taxcalc/tests/test_calculator.py::test_calculator_advance_to_year,<function test_calculator_advance_to_year at 0x7f0a628ee820>,passed,2407.473717000016,,,,,,,,,,,,,,,,,,,,,,,,,,-104.95903399998951
-59,taxcalc/tests/test_calculator.py::test_make_calculator_raises_on_no_policy,<function test_make_calculator_raises_on_no_policy at 0x7f0a628ee8b0>,passed,502.0680080000375,,,,,,,,,,,,,,,,,,,,,,,,,,-20.00627299997859
-60,taxcalc/tests/test_calculator.py::test_calculator_mtr,<function test_calculator_mtr at 0x7f0a628ee940>,passed,21072.93739199997,,,,,,,,,,,,,,,,,,,,,,,,,,-753.7742630000284
-61,taxcalc/tests/test_calculator.py::test_calculator_mtr_when_PT_rates_differ,<function test_calculator_mtr_when_PT_rates_differ at 0x7f0a628ee9d0>,passed,3301.81405299993,,,,,,,,,,,,,,,,,,,,,,,,,,-158.858231000067
-62,taxcalc/tests/test_calculator.py::test_make_calculator_increment_years_first,<function test_make_calculator_increment_years_first at 0x7f0a628ee430>,passed,3061.1406230000284,,,,,,,,,,,,,,,,,,,,,,,,,,-165.6800159999534
-63,taxcalc/tests/test_calculator.py::test_ID_HC_vs_BS,<function test_ID_HC_vs_BS at 0x7f0a628ee3a0>,passed,5810.459790999971,,,,,,,,,,,,,,,,,,,,,,,,,,-293.7532999999921
-64,taxcalc/tests/test_calculator.py::test_ID_StateLocal_HC_vs_CRT,<function test_ID_StateLocal_HC_vs_CRT at 0x7f0a628ee1f0>,passed,5442.5608039999815,,,,,,,,,,,,,,,,,,,,,,,,,,-272.4824520000193
-65,taxcalc/tests/test_calculator.py::test_ID_RealEstate_HC_vs_CRT,<function test_ID_RealEstate_HC_vs_CRT at 0x7f0a628ee280>,passed,5243.264372999988,,,,,,,,,,,,,,,,,,,,,,,,,,-224.5997489999927
-66,taxcalc/tests/test_calculator.py::test_calculator_using_nonstd_input,<function test_calculator_using_nonstd_input at 0x7f0a628ee040>,passed,2064.125009999998,,,,,,,,,,,,,,,,,,,,,,,,,,-149.46322399998735
-67,taxcalc/tests/test_calculator.py::test_bad_json_names,<function test_bad_json_names at 0x7f0a629d4dc0>,passed,199.56457799992222,,,,,,,,,,,,,,,,,,,,,,,,,,-114.80612100007193
-68,taxcalc/tests/test_calculator.py::test_json_assump_url,<function test_json_assump_url at 0x7f0a629d4e50>,passed,417.2609080000029,,,,,,,,,,,,,,,,,,,,,,,,,,-201.74728099999584
-69,taxcalc/tests/test_calculator.py::test_read_bad_json_assump_file,<function test_read_bad_json_assump_file at 0x7f0a629d4ee0>,passed,0.4119080000464237,,,,,,,,,,,,,,,,,,,,,,,,,,-0.01019599994833692
-70,taxcalc/tests/test_calculator.py::test_json_doesnt_exist,<function test_json_doesnt_exist at 0x7f0a629d4f70>,passed,0.29190600002948486,,,,,,,,,,,,,,,,,,,,,,,,,,-0.002697000013540618
-71,taxcalc/tests/test_calculator.py::test_calc_all,<function test_calc_all at 0x7f0a629d4d30>,passed,1738.255077999952,,,,,,,,,,,,,,,,,,,,,,,,,,-107.58656300004077
-72,taxcalc/tests/test_calculator.py::test_noreform_documentation,<function test_noreform_documentation at 0x7f0a629d4ca0>,passed,4665.842313999974,,,,,,,,,,,,,,,,,,,,,,,,,,-154.55366500003765
-73,taxcalc/tests/test_calculator.py::test_reform_documentation,<function test_reform_documentation at 0x7f0a629d4940>,passed,6574.71082099994,,,,,,,,,,,,,,,,,,,,,,,,,,-259.2171110000554
-74,taxcalc/tests/test_calculator.py::test_distribution_tables,<function test_distribution_tables at 0x7f0a629d4c10>,passed,4298.077882999905,,,,,,,,,,,,,,,,,,,,,,,,,,-198.6856030001145
-75,taxcalc/tests/test_calculator.py::test_difference_table,<function test_difference_table at 0x7f0a629d4af0>,passed,3460.266567999952,,,,,,,,,,,,,,,,,,,,,,,,,,-133.07396200002586
-76,taxcalc/tests/test_calculator.py::test_diagnostic_table,<function test_diagnostic_table at 0x7f0a629d4b80>,passed,2897.7932320000264,,,,,,,,,,,,,,,,,,,,,,,,,,-169.64846299993042
-77,taxcalc/tests/test_calculator.py::test_mtr_graph,<function test_mtr_graph at 0x7f0a629d4790>,passed,2684.1033650000554,,,,,,,,,,,,,,,,,,,,,,,,,,-105.41815199991333
-78,taxcalc/tests/test_calculator.py::test_atr_graph,<function test_atr_graph at 0x7f0a629d4820>,passed,2472.1915420000187,,,,,,,,,,,,,,,,,,,,,,,,,,-99.08852699999215
-79,taxcalc/tests/test_calculator.py::test_privacy_of_embedded_objects,<function test_privacy_of_embedded_objects at 0x7f0a629d4a60>,passed,2410.096689999932,,,,,,,,,,,,,,,,,,,,,,,,,,-133.4658390000527
-80,taxcalc/tests/test_calculator.py::test_n65,<function test_n65 at 0x7f0a62703940>,passed,2251.369312999941,,,,,,,,,,,,,,,,,,,,,,,,,,-107.41089300000795
-81,taxcalc/tests/test_calculator.py::test_ce_aftertax_income,<function test_ce_aftertax_income at 0x7f0a627039d0>,passed,3328.99162800004,,,,,,,,,,,,,,,,,,,,,,,,,,-172.32189899994
-82,taxcalc/tests/test_calculator.py::test_qbid_calculation,<function test_qbid_calculation at 0x7f0a62703af0>,passed,1807.1663289999833,,,,,,,,,,,,,,,,,,,,,,,,,,-64.76764299998194
-83,taxcalc/tests/test_calculator.py::test_qbid_limit_switch,<function test_qbid_limit_switch at 0x7f0a62703b80>,passed,4263.696256000003,,,,,,,,,,,,,,,,,,,,,,,,,,-252.09487699999045
-84,taxcalc/tests/test_calculator.py::test_calc_all_benefits_amounts,<function test_calc_all_benefits_amounts at 0x7f0a62703c10>,passed,5651.814438999963,,,,,,,,,,,,,,,,,,,,,,,,,,-350.1214150000469
-85,taxcalc/tests/test_calculator.py::test_cg_top_rate,<function test_cg_top_rate at 0x7f0a62703ca0>,passed,5053.05889300007,,,,,,,,,,,,,,,,,,,,,,,,,,-234.4329339999831
-86,taxcalc/tests/test_compatible_data.py::test_compatible_data_presence,<function test_compatible_data_presence at 0x7f0a629ca790>,passed,0.4832089999808886,,,,,,,,,,,,,,,,,,,,,,,,,,-0.04529700004241022
-87,taxcalc/tests/test_consumption.py::test_year_consistency,<function test_year_consistency at 0x7f0a629caee0>,passed,0.13520200002403726,,,,,,,,,,,,,,,,,,,,,,,,,,-0.005698999984815545
-88,taxcalc/tests/test_consumption.py::test_validity_of_consumption_vars_set,<function test_validity_of_consumption_vars_set at 0x7f0a62a2c040>,passed,0.9574189999739247,,,,,,,,,,,,,,,,,,,,,,,,,,-0.03179200007252814
-89,taxcalc/tests/test_consumption.py::test_update_consumption,<function test_update_consumption at 0x7f0a62a2c160>,passed,73.75130999992052,,,,,,,,,,,,,,,,,,,,,,,,,,-0.7740210000974912
-90,taxcalc/tests/test_consumption.py::test_incorrect_update_consumption,<function test_incorrect_update_consumption at 0x7f0a62a2c1f0>,passed,249.87957800010463,,,,,,,,,,,,,,,,,,,,,,,,,,-3.081344999941365
-91,taxcalc/tests/test_consumption.py::test_future_update_consumption,<function test_future_update_consumption at 0x7f0a62a2c280>,passed,105.8717239999396,,,,,,,,,,,,,,,,,,,,,,,,,,-0.22026000010555435
-92,taxcalc/tests/test_consumption.py::test_consumption_default_data,<function test_consumption_default_data at 0x7f0a62a2c310>,passed,32.939430000055836,,,,,,,,,,,,,,,,,,,,,,,,,,-0.268041000026642
-93,taxcalc/tests/test_consumption.py::test_consumption_response,<function test_consumption_response at 0x7f0a62a2c3a0>,passed,4605.324300000007,,,,,,,,,,,,,,,,,,,,,,,,,,-195.71996799993485
-94,taxcalc/tests/test_cpscsv.py::test_agg,<function test_agg at 0x7f0a629ca4c0>,passed,13404.191969999942,,,,,,,,,,,,,,,,,,,,,,,,,,-1752.1959610000977
-95,taxcalc/tests/test_cpscsv.py::test_cps_availability,<function test_cps_availability at 0x7f0a62a2c550>,passed,1038.4039400000802,,,,,,,,,,,,,,,,,,,,,,,,,,15.103852000038387
-96,taxcalc/tests/test_data.py::test_recs_class,<function test_recs_class at 0x7f0a62a2c820>,passed,504.25635399994917,,,,,,,,,,,,,,,,,,,,,,,,,,-17.330950999962624
-97,taxcalc/tests/test_decorators.py::test_create_apply_function_string,<function test_create_apply_function_string at 0x7f0a62a2cb80>,passed,0.17470399996000197,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0013979999948787458
-98,taxcalc/tests/test_decorators.py::test_create_apply_function_string_with_params,<function test_create_apply_function_string_with_params at 0x7f0a62a2cc10>,passed,0.14160199998514145,,,,,,,,,,,,,,,,,,,,,,,,,,-0.004299000011087545
-99,taxcalc/tests/test_decorators.py::test_create_toplevel_function_string_mult_outputs,<function test_create_toplevel_function_string_mult_outputs at 0x7f0a62a2cca0>,passed,0.14100300006703037,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0029989998893142356
-100,taxcalc/tests/test_decorators.py::test_create_toplevel_function_string,<function test_create_toplevel_function_string at 0x7f0a62a2cd30>,passed,0.13810299992655928,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0023990000954654256
-101,taxcalc/tests/test_decorators.py::test_make_apply_function,<function test_make_apply_function at 0x7f0a62a2ce50>,passed,0.753214000042135,,,,,,,,,,,,,,,,,,,,,,,,,,-0.012193999964438262
-102,taxcalc/tests/test_decorators.py::test_magic_apply_jit,<function test_magic_apply_jit at 0x7f0a62ada3a0>,passed,168.69321100000434,,,,,,,,,,,,,,,,,,,,,,,,,,1.4395490001106452
-103,taxcalc/tests/test_decorators.py::test_magic_apply_jit_swap,<function test_magic_apply_jit_swap at 0x7f0a62aef0d0>,passed,1.091921000011098,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0357910000730044
-104,taxcalc/tests/test_decorators.py::test_magic_iterate_jit,<function test_magic_iterate_jit at 0x7f0a62aef160>,passed,152.97001099997942,,,,,,,,,,,,,,,,,,,,,,,,,,-2.19501600008698
-105,taxcalc/tests/test_decorators.py::test_faux_function_iterate_jit,<function test_faux_function_iterate_jit at 0x7f0a62aef1f0>,passed,114.87228600003618,,,,,,,,,,,,,,,,,,,,,,,,,,-4.84214599998721
-106,taxcalc/tests/test_decorators.py::test_ret_everything_iterate_jit,<function test_ret_everything_iterate_jit at 0x7f0a62aef280>,passed,439.5466659999556,,,,,,,,,,,,,,,,,,,,,,,,,,-75.32826399994974
-107,taxcalc/tests/test_decorators.py::test_function_takes_kwarg,<function test_function_takes_kwarg at 0x7f0a62aef310>,passed,151.9781920000014,,,,,,,,,,,,,,,,,,,,,,,,,,-5.268858000022192
-108,taxcalc/tests/test_decorators.py::test_function_no_parameters_listed,<function test_function_no_parameters_listed at 0x7f0a62aefc10>,passed,153.08431400001155,,,,,,,,,,,,,,,,,,,,,,,,,,-4.176435999966088
-109,taxcalc/tests/test_decorators.py::test_function_parameters_optional,<function test_function_parameters_optional at 0x7f0a62aef790>,passed,165.98275900003046,,,,,,,,,,,,,,,,,,,,,,,,,,-6.296057999975346
-110,taxcalc/tests/test_decorators.py::test_iterate_jit_raises_on_no_return,<function test_iterate_jit_raises_on_no_return at 0x7f0a62ad31f0>,passed,5.710908999958519,,,,,,,,,,,,,,,,,,,,,,,,,,-0.3295579999758047
-111,taxcalc/tests/test_decorators.py::test_iterate_jit_raises_on_unknown_return_argument,<function test_iterate_jit_raises_on_unknown_return_argument at 0x7f0a62ad3280>,passed,5.9865140000283645,,,,,,,,,,,,,,,,,,,,,,,,,,-0.5751590000500073
-112,taxcalc/tests/test_decorators.py::test_force_no_jit,<function test_force_no_jit at 0x7f0a62ad33a0>,passed,6.590926000058062,,,,,,,,,,,,,,,,,,,,,,,,,,-0.6333540000014182
-113,taxcalc/tests/test_growdiff.py::test_year_consistency,<function test_year_consistency at 0x7f0a62ad34c0>,passed,0.13440199995784496,,,,,,,,,,,,,,,,,,,,,,,,,,-0.024400000029345337
-114,taxcalc/tests/test_growdiff.py::test_update_and_apply_growdiff,<function test_update_and_apply_growdiff at 0x7f0a62ad3430>,passed,461.67528700004823,,,,,,,,,,,,,,,,,,,,,,,,,,5.940115000044045
-115,taxcalc/tests/test_growdiff.py::test_has_any_response,<function test_has_any_response at 0x7f0a62ad3670>,passed,119.90328199999567,,,,,,,,,,,,,,,,,,,,,,,,,,-0.6771600000092945
-116,taxcalc/tests/test_growdiff.py::test_description_punctuation,<function test_description_punctuation at 0x7f0a62ad3700>,passed,0.3725069999518382,,,,,,,,,,,,,,,,,,,,,,,,,,-0.050998000119761855
-117,taxcalc/tests/test_growdiff.py::test_boolean_value_infomation,<function test_boolean_value_infomation at 0x7f0a62ad3790>,passed,0.3505070000073829,,,,,,,,,,,,,,,,,,,,,,,,,,-0.013696999985768288
-118,taxcalc/tests/test_growfactors.py::test_improper_usage,<function test_improper_usage at 0x7f0a62ad3af0>,passed,4.376383000021633,,,,,,,,,,,,,,,,,,,,,,,,,,-0.5513720000180911
-119,taxcalc/tests/test_growfactors.py::test_update_after_use,<function test_update_after_use at 0x7f0a62ad3b80>,passed,2.7818529999876773,,,,,,,,,,,,,,,,,,,,,,,,,,-0.03717800007052574
-120,taxcalc/tests/test_growfactors.py::test_proper_usage,<function test_proper_usage at 0x7f0a62ad3c10>,passed,2.703151999980946,,,,,,,,,,,,,,,,,,,,,,,,,,-0.014978000081100618
-121,taxcalc/tests/test_growfactors.py::test_growfactors_csv_values,<function test_growfactors_csv_values at 0x7f0a62ad3ca0>,passed,3.0718579999984286,,,,,,,,,,,,,,,,,,,,,,,,,,-0.013775999946119555
-122,taxcalc/tests/test_parameters.py::test_params_class[revision0-],<function test_params_class at 0x7f0a627235e0>,passed,10.58960200009551,,,{},,,,,,,,,,,,,,,,,,,,,,,-0.46962099986558314
-123,taxcalc/tests/test_parameters.py::test_params_class[revision1-error],<function test_params_class at 0x7f0a627235e0>,passed,13.09894999997141,,,{'real_param': {2004: 1.9}},error,,,,,,,,,,,,,,,,,,,,,,-0.5390019999822453
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-126,taxcalc/tests/test_parameters.py::test_params_class[revision4-noerror],<function test_params_class at 0x7f0a627235e0>,passed,18.295947999945383,,,"{'label_param': {2004: [1, 2]}}",noerror,,,,,,,,,,,,,,,,,,,,,,-0.12035700001433725
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-129,taxcalc/tests/test_parameters.py::test_params_class[revision7-raise],<function test_params_class at 0x7f0a627235e0>,passed,13.158951000036723,,,{'bool_param': {2004: [4.9]}},raise,,,,,,,,,,,,,,,,,,,,,,-0.37120000001777953
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-131,taxcalc/tests/test_parameters.py::test_params_class[revision9-noerror],<function test_params_class at 0x7f0a627235e0>,passed,13.825463999978638,,,{'str_param': {2004: 'nonlinear'}},noerror,,,,,,,,,,,,,,,,,,,,,,-0.09329099998467427
-132,taxcalc/tests/test_parameters.py::test_params_class[revision10-error],<function test_params_class at 0x7f0a627235e0>,passed,12.800243000015143,,,{'str_param': {2004: 'unknownvalue'}},error,,,,,,,,,,,,,,,,,,,,,,-0.7425080000302842
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-134,taxcalc/tests/test_parameters.py::test_params_class[revision12-raise],<function test_params_class at 0x7f0a627235e0>,passed,13.08654900003603,,,{'real_param': {2004: 'linear'}},raise,,,,,,,,,,,,,,,,,,,,,,-0.09029799991822074
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-136,taxcalc/tests/test_parameters.py::test_params_class[revision14-raise],<function test_params_class at 0x7f0a627235e0>,passed,15.931102999957147,,,{'real_param-indexed': {2004: True}},raise,,,,,,,,,,,,,,,,,,,,,,-0.6244810000453072
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-241,taxcalc/tests/test_taxcalcio.py::test_graphs,<function test_graphs at 0x7f0a62b85820>,passed,6854.61417700003,,,,,,,,,,,,,,,,,,,,,,,,,,-430.61672699991504
-242,taxcalc/tests/test_taxcalcio.py::test_analyze_warnings_print,<function test_analyze_warnings_print at 0x7f0a62b859d0>,passed,5894.94665999996,,,,,,,,,,,,,,,,,,,,,,,,,,-362.3268830001507
-243,taxcalc/tests/test_taxcalcio.py::test_error_message_parsed_correctly,<function test_error_message_parsed_correctly at 0x7f0a62b85ca0>,passed,4748.766754999906,,,,,,,,,,,,,,,,,,,,,,,,,,-263.22470200011594
-244,taxcalc/tests/test_utils.py::test_validity_of_name_lists,<function test_validity_of_name_lists at 0x7f0a627921f0>,passed,1.1066179999943415,,,,,,,,,,,,,,,,,,,,,,,,,,-0.03700000002027082
-245,taxcalc/tests/test_utils.py::test_create_tables,<function test_create_tables at 0x7f0a62792280>,passed,3674.4681420000234,,,,,,,,,,,,,,,,,,,,,,,,,,-199.02236500001845
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-247,taxcalc/tests/test_utils.py::test_weighted_mean,<function test_weighted_mean at 0x7f0a62792f70>,passed,2.685541999881025,,,,,,,,,,,,,,,,,,,,,,,,,,-0.265207000211376
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-250,taxcalc/tests/test_utils.py::test_expanded_income_weighted,<function test_expanded_income_weighted at 0x7f0a62ba1160>,passed,0.9417149999535468,,,,,,,,,,,,,,,,,,,,,,,,,,-0.016600999970250996
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-253,taxcalc/tests/test_utils.py::test_add_quantile_trow_var,<function test_add_quantile_trow_var at 0x7f0a62ba1310>,passed,5.0267799999801355,,,,,,,,,,,,,,,,,,,,,,,,,,-0.11230400014028419
-254,taxcalc/tests/test_utils.py::test_dist_table_sum_row,<function test_dist_table_sum_row at 0x7f0a62ba13a0>,passed,3280.7557159999305,,,,,,,,,,,,,,,,,,,,,,,,,,-198.67143700002998
-255,taxcalc/tests/test_utils.py::test_diff_table_sum_row,<function test_diff_table_sum_row at 0x7f0a62ba1430>,passed,3591.7684270000336,,,,,,,,,,,,,,,,,,,,,,,,,,-242.84103299987737
-256,taxcalc/tests/test_utils.py::test_mtr_graph_data,<function test_mtr_graph_data at 0x7f0a62ba14c0>,passed,2331.616768999993,,,,,,,,,,,,,,,,,,,,,,,,,,-136.77825900003927
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-258,taxcalc/tests/test_utils.py::test_xtr_graph_plot,<function test_xtr_graph_plot at 0x7f0a62ba15e0>,passed,2351.9476520000353,,,,,,,,,,,,,,,,,,,,,,,,,,-160.85285599979215
-259,taxcalc/tests/test_utils.py::test_write_graph_file,<function test_write_graph_file at 0x7f0a62ba1700>,passed,2491.3597130000653,,,,,,,,,,,,,,,,,,,,,,,,,,-199.40968299988526
-260,taxcalc/tests/test_utils.py::test_ce_aftertax_income,<function test_ce_aftertax_income at 0x7f0a62ba1790>,passed,4123.16099099985,,,,,,,,,,,,,,,,,,,,,,,,,,-267.60087900015606
-261,taxcalc/tests/test_utils.py::test_read_egg_csv,<function test_read_egg_csv at 0x7f0a62ba1820>,passed,0.679015999821786,,,,,,,,,,,,,,,,,,,,,,,,,,-0.068695000209118
-262,taxcalc/tests/test_utils.py::test_read_egg_json,<function test_read_egg_json at 0x7f0a62ba18b0>,passed,0.5306120001478121,,,,,,,,,,,,,,,,,,,,,,,,,,-0.015096999959496316
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-264,taxcalc/tests/test_utils.py::test_bootstrap_se_ci,<function test_bootstrap_se_ci at 0x7f0a62ba19d0>,passed,0.47281100000873266,,,,,,,,,,,,,,,,,,,,,,,,,,-0.053097000090929214
-265,taxcalc/tests/test_utils.py::test_table_columns_labels,<function test_table_columns_labels at 0x7f0a62ba1a60>,passed,0.12080199985575746,,,,,,,,,,,,,,,,,,,,,,,,,,-0.004200000148557537
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+237,taxcalc/tests/test_taxcalcio.py::test_write_doc_file,<function test_write_doc_file at 0x7fc9ac69c4c0>,passed,14776.5412870001,,,,,,,,,,,,,,,,,,,,,,,,,,1114.690071000041
+238,taxcalc/tests/test_taxcalcio.py::test_sqldb_option,<function test_sqldb_option at 0x7fc9ac69c550>,passed,7373.430907000056,,,,,,,,,,,,,,,,,,,,,,,,,,482.01704300004167
+239,taxcalc/tests/test_taxcalcio.py::test_no_tables_or_graphs,<function test_no_tables_or_graphs at 0x7fc9ac69c5e0>,passed,6600.37927999997,,,,,,,,,,,,,,,,,,,,,,,,,,447.0810549998987
+240,taxcalc/tests/test_taxcalcio.py::test_tables,<function test_tables at 0x7fc9ac69c670>,passed,7668.850050999936,,,,,,,,,,,,,,,,,,,,,,,,,,788.2033000000774
+241,taxcalc/tests/test_taxcalcio.py::test_graphs,<function test_graphs at 0x7fc9ac69c700>,passed,7420.528838000109,,,,,,,,,,,,,,,,,,,,,,,,,,565.9146610000789
+242,taxcalc/tests/test_taxcalcio.py::test_analyze_warnings_print,<function test_analyze_warnings_print at 0x7fc9ac69c8b0>,passed,6385.346921000064,,,,,,,,,,,,,,,,,,,,,,,,,,490.40026100010436
+243,taxcalc/tests/test_taxcalcio.py::test_error_message_parsed_correctly,<function test_error_message_parsed_correctly at 0x7fc9ac69cb80>,passed,5185.729484999911,,,,,,,,,,,,,,,,,,,,,,,,,,436.96273000000474
+244,taxcalc/tests/test_utils.py::test_validity_of_name_lists,<function test_validity_of_name_lists at 0x7fc9ac1c60d0>,passed,1.2680290001299,,,,,,,,,,,,,,,,,,,,,,,,,,0.16141100013555842
+245,taxcalc/tests/test_utils.py::test_create_tables,<function test_create_tables at 0x7fc9ac1c6160>,passed,3949.250715999824,,,,,,,,,,,,,,,,,,,,,,,,,,274.7825739998002
+246,taxcalc/tests/test_utils.py::test_diff_count_precision,<function test_diff_count_precision at 0x7fc9ac1c61f0>,passed,523.9486819998547,,,,,,,,,,,,,,,,,,,,,,,,,,58.13818599995096
+247,taxcalc/tests/test_utils.py::test_weighted_mean,<function test_weighted_mean at 0x7fc9ac1c6e50>,passed,3.0220700000427314,,,,,,,,,,,,,,,,,,,,,,,,,,0.3365280001617066
+248,taxcalc/tests/test_utils.py::test_wage_weighted,<function test_wage_weighted at 0x7fc9ac1c6ee0>,passed,1.034423999954015,,,,,,,,,,,,,,,,,,,,,,,,,,0.05280799996398866
+249,taxcalc/tests/test_utils.py::test_agi_weighted,<function test_agi_weighted at 0x7fc9ac1c6f70>,passed,0.9752230000685813,,,,,,,,,,,,,,,,,,,,,,,,,,0.020707999965452473
+250,taxcalc/tests/test_utils.py::test_expanded_income_weighted,<function test_expanded_income_weighted at 0x7fc9ac6c9040>,passed,0.954921000129616,,,,,,,,,,,,,,,,,,,,,,,,,,0.01320600017606921
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+252,taxcalc/tests/test_utils.py::test_add_income_trow_var,<function test_add_income_trow_var at 0x7fc9ac6c9160>,passed,3.410878000067896,,,,,,,,,,,,,,,,,,,,,,,,,,0.18772700013869326
+253,taxcalc/tests/test_utils.py::test_add_quantile_trow_var,<function test_add_quantile_trow_var at 0x7fc9ac6c91f0>,passed,5.144918000041798,,,,,,,,,,,,,,,,,,,,,,,,,,0.11813800006166186
+254,taxcalc/tests/test_utils.py::test_dist_table_sum_row,<function test_dist_table_sum_row at 0x7fc9ac6c9280>,passed,3542.0567060000394,,,,,,,,,,,,,,,,,,,,,,,,,,261.30099000010887
+255,taxcalc/tests/test_utils.py::test_diff_table_sum_row,<function test_diff_table_sum_row at 0x7fc9ac6c9310>,passed,3926.4276250000876,,,,,,,,,,,,,,,,,,,,,,,,,,334.65919800005395
+256,taxcalc/tests/test_utils.py::test_mtr_graph_data,<function test_mtr_graph_data at 0x7fc9ac6c93a0>,passed,2522.306040000103,,,,,,,,,,,,,,,,,,,,,,,,,,190.68927100011024
+257,taxcalc/tests/test_utils.py::test_atr_graph_data,<function test_atr_graph_data at 0x7fc9ac6c9430>,passed,2852.5968999999805,,,,,,,,,,,,,,,,,,,,,,,,,,242.1853089999786
+258,taxcalc/tests/test_utils.py::test_xtr_graph_plot,<function test_xtr_graph_plot at 0x7fc9ac6c94c0>,passed,2531.711137000002,,,,,,,,,,,,,,,,,,,,,,,,,,179.7634849999663
+259,taxcalc/tests/test_utils.py::test_write_graph_file,<function test_write_graph_file at 0x7fc9ac6c95e0>,passed,2740.4343530001825,,,,,,,,,,,,,,,,,,,,,,,,,,249.07464000011714
+260,taxcalc/tests/test_utils.py::test_ce_aftertax_income,<function test_ce_aftertax_income at 0x7fc9ac6c9670>,passed,4544.3468389999,,,,,,,,,,,,,,,,,,,,,,,,,,421.1858480000501
+261,taxcalc/tests/test_utils.py::test_read_egg_csv,<function test_read_egg_csv at 0x7fc9ac6c9700>,passed,0.7456169998931728,,,,,,,,,,,,,,,,,,,,,,,,,,0.0666010000713868
+262,taxcalc/tests/test_utils.py::test_read_egg_json,<function test_read_egg_json at 0x7fc9ac6c9790>,passed,0.5532129998755408,,,,,,,,,,,,,,,,,,,,,,,,,,0.022600999727728777
+263,taxcalc/tests/test_utils.py::test_create_delete_temp_file,<function test_create_delete_temp_file at 0x7fc9ac6c9820>,passed,0.31840700012253365,,,,,,,,,,,,,,,,,,,,,,,,,,0.039301000242630835
+264,taxcalc/tests/test_utils.py::test_bootstrap_se_ci,<function test_bootstrap_se_ci at 0x7fc9ac6c98b0>,passed,0.5180120001568866,,,,,,,,,,,,,,,,,,,,,,,,,,0.045201000148154036
+265,taxcalc/tests/test_utils.py::test_table_columns_labels,<function test_table_columns_labels at 0x7fc9ac6c9940>,passed,0.12460299990380008,,,,,,,,,,,,,,,,,,,,,,,,,,0.0038010000480426798

From 830ce0f8ce2a98d6a564db95f7ea2ddb4539cacc Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Wed, 25 Jan 2023 17:06:24 -0500
Subject: [PATCH 2/8] fix max eitc 2022, 2kids val

---
 taxcalc/policy_current_law.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/taxcalc/policy_current_law.json b/taxcalc/policy_current_law.json
index 37b4f96e8..d20b18890 100644
--- a/taxcalc/policy_current_law.json
+++ b/taxcalc/policy_current_law.json
@@ -17313,7 +17313,7 @@
             {
                 "year": 2022,
                 "EIC": "2kids",
-                "value": 6064.0
+                "value": 6164.0
             },
             {
                 "year": 2022,

From d585b37b93e9de22f769bcc5b3342f790a2fbb74 Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Wed, 25 Jan 2023 19:17:03 -0500
Subject: [PATCH 3/8] update eitc value in rounding json file

---
 taxcalc/reforms/rounding2022.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/taxcalc/reforms/rounding2022.json b/taxcalc/reforms/rounding2022.json
index 5d195f524..de558bf40 100644
--- a/taxcalc/reforms/rounding2022.json
+++ b/taxcalc/reforms/rounding2022.json
@@ -113,7 +113,7 @@
     "EITC_c": {"2019": [529, 3526, 5828, 6557],
                 "2020": [538, 3584, 5920, 6660],
                 "2021": [1502.0, 3618.0, 5980.0, 6728.0],
-                "2022": [560, 3733, 6064, 6935]},
+                "2022": [560, 3733, 6164, 6935]},
     "EITC_ps": { "2019": [8650, 19030, 19030, 19030],
                     "2020": [8790, 19330, 19330, 19330],
                 "2021": [11610, 19520, 19520, 19520],

From e505e3bb2050964280ccd20b92cc4386bf69951b Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Wed, 25 Jan 2023 21:18:33 -0500
Subject: [PATCH 4/8] update stats

---
 taxcalc/tests/test_stats_benchmark.csv | 574 ++++++++++++-------------
 1 file changed, 287 insertions(+), 287 deletions(-)

diff --git a/taxcalc/tests/test_stats_benchmark.csv b/taxcalc/tests/test_stats_benchmark.csv
index 2dc6ec5f8..ecd4ad131 100644
--- a/taxcalc/tests/test_stats_benchmark.csv
+++ b/taxcalc/tests/test_stats_benchmark.csv
@@ -1,324 +1,324 @@
 ,test_id,pytest_obj,status,duration_ms,test_tuple,expected_value,revision,expect,fname,jfname,pfname,good_revision,params,is_paramtools,set_year,csv,fyear,input_data,baseline,reform,assump,outdir,year,base,ref,asm,dumpvar_str,str_valid,num_vars,time_diff
-0,taxcalc/tests/test_4package.py::test_for_consistency,<function test_for_consistency at 0x7fc9ac6e00d0>,passed,4.535001000022021,,,,,,,,,,,,,,,,,,,,,,,,,,0.4231210000398278
-1,taxcalc/tests/test_benefits.py::test_benefits,<function test_benefits at 0x7fc9ac705ee0>,passed,5169.399118000001,,,,,,,,,,,,,,,,,,,,,,,,,,340.4676750000135
-2,taxcalc/tests/test_calcfunctions.py::test_calc_and_used_vars,<function test_calc_and_used_vars at 0x7fc9ac705820>,passed,50.861909999980526,,,,,,,,,,,,,,,,,,,,,,,,,,4.660901999955058
-3,taxcalc/tests/test_calcfunctions.py::test_function_args_usage,<function test_function_args_usage at 0x7fc9ac70a820>,passed,2.7099590000148055,,,,,,,,,,,,,,,,,,,,,,,,,,0.06710700000667247
-4,taxcalc/tests/test_calcfunctions.py::test_DependentCare,<function test_DependentCare at 0x7fc9ac70a310>,passed,0.33670800002028045,,,,,,,,,,,,,,,,,,,,,,,,,,0.028102000044327724
-5,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, young]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.2882059999933517,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 45, 44, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 0, False, 0)",12000,,,,,,,,,,,,,,,,,,,,,,,,0.01620000006141714
-6,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, allow charity]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.25230599999304104,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 66, 44, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 1, 1, 2, 200, True, 300)",15800,,,,,,,,,,,,,,,,,,,,,,,,-0.015099999927770058
-7,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, allow charity, over limit]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.24510499997631996,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 66, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 400, True, 300)",13500,,,,,,,,,,,,,,,,,,,,,,,,0.00959999988481286
-8,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, two old]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.24250500001699038,"(0, 1200, [6000, 12000, 6000, 12000, 12000], 66, 67, [1500, 1200, 1500, 1500, 1500], 1000, 2, 0, 0, 0, 2, 0, True, 0)",14400,,,,,,,,,,,,,,,,,,,,,,,,0.007000000039170173
-9,taxcalc/tests/test_calcfunctions.py::test_StdDed[Single 1],<function test_StdDed at 0x7fc9ac70a790>,passed,0.26250600001276325,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 1, 0, 0, 0, 2, 0, True, 0)",6000,,,,,,,,,,,,,,,,,,,,,,,,0.027302000034978846
-10,taxcalc/tests/test_calcfunctions.py::test_StdDed[Single 2],<function test_StdDed at 0x7fc9ac70a790>,passed,0.24380500002507688,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 1, 0, 0, 0, 2, 0, True, 0)",6000,,,,,,,,,,,,,,,,,,,,,,,,0.004400000022997175
-11,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, Single]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.24150499996267172,"(0, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 1, 0, 0, 2, 0, True, 0)",0,,,,,,,,,,,,,,,,,,,,,,,,0.005799999939881728
-12,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Marrid, Single, dep, under earn]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.24320599999327897,"(1, 200, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 0, 0, 0, 2, 0, True, 0)",1000,,,,,,,,,,,,,,,,,,,,,,,,0.005200999964927178
-13,"taxcalc/tests/test_calcfunctions.py::test_StdDed[Married, Single, dep, over earn]",<function test_StdDed at 0x7fc9ac70a790>,passed,0.24260499998263185,"(1, 1000, [6000, 12000, 6000, 12000, 12000], 44, 0, [1500, 1200, 1500, 1500, 1500], 1000, 3, 0, 0, 0, 2, 0, True, 0)",1350,,,,,,,,,,,,,,,,,,,,,,,,0.0014000000305714466
-14,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 1],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.3166070000020227,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 0, 0, 0, 0, 0, 0, None, None, None, None, None, None, None, None, None, None, None)","(0, 4065, 4065, 0, 0, 3252, 25000, 10000, 15000, 10100, 17000)",,,,,,,,,,,,,,,,,,,,,,,,0.01690100003770567
-15,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 2],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.288506000003963,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 6146.25, 4065, 2081.25, 1040.625, 4917, 38959.375, 21167.5, 17791.875, 21380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,0.00840100000232269
-16,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 3],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.28930700000273646,"(120000, 150000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 22202.25, 21453, 749.25, 374.625, 16773, 179625.375, 161833.5, 17791.875, 161380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,-0.014798999927734258
-17,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 4],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.280705999955444,"(120000, 500000, 15000, 100, 2000, 0.12, 0.03, 0, 400000, 400, 2000, 0, 10000, 0, 0, 3000, None, None, None, None, None, None, None, None, None, None, None)","(15000, 46067.85, 31953, 749.25, 374.625, 30138.6, 529625.375, 511833.5, 17791.875, 511380, 19820)",,,,,,,,,,,,,,,,,,,,,,,,0.006100000007336404
-18,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 5],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.2800060000254234,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 300, 0, 0, 0, 0, 0, None, None, None, None, None, None, None, None, None, None, None)","(300, 4065, 4065, 0, 0, 3285.3, 25300, 10279.1875, 15000, 10382, 17000)",,,,,,,,,,,,,,,,,,,,,,,,0.00039999997625272954
-19,taxcalc/tests/test_calcfunctions.py::test_EI_PayrollTax[case 6],<function test_EI_PayrollTax at 0x7fc9ac6fb8b0>,passed,0.30020600001989806,"(120000, 10000, 15000, 100, 2000, 0.12, 0.03, 0, 99999999999, 400, 0, 0, 0, 0, -40000, 0, None, None, None, None, None, None, None, None, None, None, None)","(-40000, 4065, 4065, 0, 0, 3252, 0, 0, 15000, 10100, 17000)",,,,,,,,,,,,,,,,,,,,,,,,0.023899999973764352
-20,taxcalc/tests/test_calcfunctions.py::test_AfterTaxIncome,<function test_AfterTaxIncome at 0x7fc9ac6fb940>,passed,0.23680499998590676,,,,,,,,,,,,,,,,,,,,,,,,,,0.005600999998023354
-21,taxcalc/tests/test_calcfunctions.py::test_ExpandIncome,<function test_ExpandIncome at 0x7fc9ac6fb9d0>,passed,0.23700500003087654,,,,,,,,,,,,,,,,,,,,,,,,,,0.005799999939881756
-22,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple0-expected_value0],<function test_LumpSumTax at 0x7fc9ac6fb5e0>,passed,0.241806000019551,"(1, 1, 2, 0, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,0.007702000004883303
-23,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple1-expected_value1],<function test_LumpSumTax at 0x7fc9ac6fb5e0>,passed,0.23670499996342187,"(0, 1, 2, 0, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,-0.018600000032620245
-24,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple2-expected_value2],<function test_LumpSumTax at 0x7fc9ac6fb5e0>,passed,0.23760499999525564,"(1, 1, 2, 100, 0, 1000)","(0, 1000)",,,,,,,,,,,,,,,,,,,,,,,,0.006100000007336348
-25,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple3-expected_value3],<function test_LumpSumTax at 0x7fc9ac6fb5e0>,passed,0.2392050000139534,"(0, 2, 1, 100, 200, 1000)","(200, 1200)",,,,,,,,,,,,,,,,,,,,,,,,0.007400000015422903
-26,taxcalc/tests/test_calcfunctions.py::test_LumpSumTax[test_tuple4-expected_value4],<function test_LumpSumTax at 0x7fc9ac6fb5e0>,passed,0.243705000002592,"(0, 1, 3, 100, 300, 1000)","(300, 1300)",,,,,,,,,,,,,,,,,,,,,,,,0.0113999999484804
-27,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple0-expected_value0],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.2469050000399875,"(1100000, 1, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(10915, 11115, 12915, 11215)",,,,,,,,,,,,,,,,,,,,,,,,0.006501000029857096
-28,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple1-expected_value1],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.24230500002886401,"(2100000, 1, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(209150, 209350, 211150, 209450)",,,,,,,,,,,,,,,,,,,,,,,,0.007001000085438219
-29,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple2-expected_value2],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.23960500004704954,"(1100000, 1, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,0.006400999950528841
-30,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple3-expected_value3],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.24950499999931708,"(1100000, 2, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(10915, 11115, 12915, 11215)",,,,,,,,,,,,,,,,,,,,,,,,0.012899999944693291
-31,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple4-expected_value4],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.2482060000374986,"(2100000, 2, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(209150, 209350, 211150, 209450)",,,,,,,,,,,,,,,,,,,,,,,,0.011900999993486094
-32,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple5-expected_value5],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.23840500000460452,"(1100000, 2, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,0.007900000014160524
-33,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple6-expected_value6],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.24130500003138877,"(510000, 3, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(1003, 1203, 3003, 1303)",,,,,,,,,,,,,,,,,,,,,,,,0.004400000079840566
-34,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple7-expected_value7],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.24230500002886401,"(1100000, 3, 1000, 100, 100, 0.1, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(109150, 109350, 111150, 109450)",,,,,,,,,,,,,,,,,,,,,,,,0.00720100001672111
-35,taxcalc/tests/test_calcfunctions.py::test_FairShareTax[test_tuple8-expected_value8],<function test_FairShareTax at 0x7fc9ac6fbd30>,passed,0.2391049999914685,"(510000, 3, 1000, 100, 100, 0, [1000000, 1000000, 500000, 1000000, 1000000], [2000000, 2000000, 1000000, 2000000, 2000000], 100, 200, 2000, 300)","(0, 200, 2000, 300)",,,,,,,,,,,,,,,,,,,,,,,,-0.0001990000555451843
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-46,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple10-expected_value10],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.24900500000057946,"(1, 97000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 600)",,,,,,,,,,,,,,,,,,,,,,,,0.01480000003084575
-47,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple11-expected_value11],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.2450050000106785,"(1, 150000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,0.00680100004046838
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-49,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple13-expected_value13],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.2403049999770701,"(2, 160000, 5, 3, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 3400)",,,,,,,,,,,,,,,,,,,,,,,,0.0056999999173968086
-50,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple14-expected_value14],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.2417050000076415,"(2, 300000, 2, 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,0.006400000074791107
-51,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple15-expected_value15],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.24140499999703025,"(4, 50000, 3, 2, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 2200)",,,,,,,,,,,,,,,,,,,,,,,,0.005901000008634638
-52,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple16-expected_value16],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.24770599998191756,"(4, 130000, 2, 1, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 825)",,,,,,,,,,,,,,,,,,,,,,,,0.005301999976836669
-53,taxcalc/tests/test_calcfunctions.py::test_PersonalTaxCredit[test_tuple17-expected_value17],<function test_PersonalTaxCredit at 0x7fc9ac6fbe50>,passed,0.24500600000010309,"(4, 170000, 3, 2, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], 0, 0, [75000, 150000, 75000, 112500, 75000], [0, 0, 0, 0, 0], 0.05, 500, [1200, 2400, 1200, 1200, 1200], 0, 0, 0)","(0, 0, 0)",,,,,,,,,,,,,,,,,,,,,,,,0.008701999945515182
-54,taxcalc/tests/test_calculator.py::test_make_calculator,<function test_make_calculator at 0x7fc9ac4b79d0>,passed,3155.7711510000104,,,,,,,,,,,,,,,,,,,,,,,,,,269.4435980000094
-55,taxcalc/tests/test_calculator.py::test_make_calculator_deepcopy,<function test_make_calculator_deepcopy at 0x7fc9ac4b74c0>,passed,2743.224150999936,,,,,,,,,,,,,,,,,,,,,,,,,,234.35171999983595
-56,taxcalc/tests/test_calculator.py::test_make_calculator_with_policy_reform,<function test_make_calculator_with_policy_reform at 0x7fc9ac4b75e0>,passed,3319.768516999943,,,,,,,,,,,,,,,,,,,,,,,,,,404.96545199994216
-57,taxcalc/tests/test_calculator.py::test_make_calculator_with_multiyear_reform,<function test_make_calculator_with_multiyear_reform at 0x7fc9ac4b7670>,passed,3303.6268849999715,,,,,,,,,,,,,,,,,,,,,,,,,,211.0224279999784
-58,taxcalc/tests/test_calculator.py::test_calculator_advance_to_year,<function test_calculator_advance_to_year at 0x7fc9ac4b7700>,passed,2626.3359079999873,,,,,,,,,,,,,,,,,,,,,,,,,,218.86219099997106
-59,taxcalc/tests/test_calculator.py::test_make_calculator_raises_on_no_policy,<function test_make_calculator_raises_on_no_policy at 0x7fc9ac4b7790>,passed,544.5855860000393,,,,,,,,,,,,,,,,,,,,,,,,,,42.51757800000178
-60,taxcalc/tests/test_calculator.py::test_calculator_mtr,<function test_calculator_mtr at 0x7fc9ac4b7820>,passed,22573.441109999978,,,,,,,,,,,,,,,,,,,,,,,,,,1500.5037180000072
-61,taxcalc/tests/test_calculator.py::test_calculator_mtr_when_PT_rates_differ,<function test_calculator_mtr_when_PT_rates_differ at 0x7fc9ac4b78b0>,passed,3557.819345999974,,,,,,,,,,,,,,,,,,,,,,,,,,256.0052930000438
-62,taxcalc/tests/test_calculator.py::test_make_calculator_increment_years_first,<function test_make_calculator_increment_years_first at 0x7fc9ac4b7310>,passed,3372.0520640000586,,,,,,,,,,,,,,,,,,,,,,,,,,310.9114410000302
-63,taxcalc/tests/test_calculator.py::test_ID_HC_vs_BS,<function test_ID_HC_vs_BS at 0x7fc9ac4b7280>,passed,6026.5833490000205,,,,,,,,,,,,,,,,,,,,,,,,,,216.12355800004934
-64,taxcalc/tests/test_calculator.py::test_ID_StateLocal_HC_vs_CRT,<function test_ID_StateLocal_HC_vs_CRT at 0x7fc9ac4b70d0>,passed,5819.617257999994,,,,,,,,,,,,,,,,,,,,,,,,,,377.0564540000123
-65,taxcalc/tests/test_calculator.py::test_ID_RealEstate_HC_vs_CRT,<function test_ID_RealEstate_HC_vs_CRT at 0x7fc9ac4b7160>,passed,6056.349224000087,,,,,,,,,,,,,,,,,,,,,,,,,,813.0848510000988
-66,taxcalc/tests/test_calculator.py::test_calculator_using_nonstd_input,<function test_calculator_using_nonstd_input at 0x7fc9ac797ca0>,passed,2081.3281509999797,,,,,,,,,,,,,,,,,,,,,,,,,,17.20314099998177
-67,taxcalc/tests/test_calculator.py::test_bad_json_names,<function test_bad_json_names at 0x7fc9ac797d30>,passed,115.69466599996758,,,,,,,,,,,,,,,,,,,,,,,,,,-83.86991199995467
-68,taxcalc/tests/test_calculator.py::test_json_assump_url,<function test_json_assump_url at 0x7fc9ac797dc0>,passed,278.693278999981,,,,,,,,,,,,,,,,,,,,,,,,,,-138.56762900002195
-69,taxcalc/tests/test_calculator.py::test_read_bad_json_assump_file,<function test_read_bad_json_assump_file at 0x7fc9ac797e50>,passed,0.4629100000101971,,,,,,,,,,,,,,,,,,,,,,,,,,0.051001999963773414
-70,taxcalc/tests/test_calculator.py::test_json_doesnt_exist,<function test_json_doesnt_exist at 0x7fc9ac797ee0>,passed,0.2965069999163461,,,,,,,,,,,,,,,,,,,,,,,,,,0.004600999886861301
-71,taxcalc/tests/test_calculator.py::test_calc_all,<function test_calc_all at 0x7fc9ac797c10>,passed,1933.2495649999828,,,,,,,,,,,,,,,,,,,,,,,,,,194.99448700003086
-72,taxcalc/tests/test_calculator.py::test_noreform_documentation,<function test_noreform_documentation at 0x7fc9ac797b80>,passed,4906.701238000096,,,,,,,,,,,,,,,,,,,,,,,,,,240.858924000122
-73,taxcalc/tests/test_calculator.py::test_reform_documentation,<function test_reform_documentation at 0x7fc9ac797820>,passed,7058.207727999957,,,,,,,,,,,,,,,,,,,,,,,,,,483.496907000017
-74,taxcalc/tests/test_calculator.py::test_distribution_tables,<function test_distribution_tables at 0x7fc9ac797af0>,passed,4614.392810000027,,,,,,,,,,,,,,,,,,,,,,,,,,316.3149270001213
-75,taxcalc/tests/test_calculator.py::test_difference_table,<function test_difference_table at 0x7fc9ac7979d0>,passed,3750.0139210000043,,,,,,,,,,,,,,,,,,,,,,,,,,289.7473530000525
-76,taxcalc/tests/test_calculator.py::test_diagnostic_table,<function test_diagnostic_table at 0x7fc9ac797a60>,passed,3190.6340169999794,,,,,,,,,,,,,,,,,,,,,,,,,,292.84078499995303
-77,taxcalc/tests/test_calculator.py::test_mtr_graph,<function test_mtr_graph at 0x7fc9ac797670>,passed,2885.6148370000483,,,,,,,,,,,,,,,,,,,,,,,,,,201.51147199999286
-78,taxcalc/tests/test_calculator.py::test_atr_graph,<function test_atr_graph at 0x7fc9ac797700>,passed,2813.833149000061,,,,,,,,,,,,,,,,,,,,,,,,,,341.6416070000423
-79,taxcalc/tests/test_calculator.py::test_privacy_of_embedded_objects,<function test_privacy_of_embedded_objects at 0x7fc9ac797940>,passed,2432.640526,,,,,,,,,,,,,,,,,,,,,,,,,,22.54383600006804
-80,taxcalc/tests/test_calculator.py::test_n65,<function test_n65 at 0x7fc9ac382820>,passed,2653.3887200000663,,,,,,,,,,,,,,,,,,,,,,,,,,402.0194070001253
-81,taxcalc/tests/test_calculator.py::test_ce_aftertax_income,<function test_ce_aftertax_income at 0x7fc9ac3828b0>,passed,3611.098413999912,,,,,,,,,,,,,,,,,,,,,,,,,,282.10678599987205
-82,taxcalc/tests/test_calculator.py::test_qbid_calculation,<function test_qbid_calculation at 0x7fc9ac3829d0>,passed,1959.0168370000356,,,,,,,,,,,,,,,,,,,,,,,,,,151.85050800005206
-83,taxcalc/tests/test_calculator.py::test_qbid_limit_switch,<function test_qbid_limit_switch at 0x7fc9ac382a60>,passed,4612.491561999946,,,,,,,,,,,,,,,,,,,,,,,,,,348.7953059999427
-84,taxcalc/tests/test_calculator.py::test_calc_all_benefits_amounts,<function test_calc_all_benefits_amounts at 0x7fc9ac382af0>,passed,5978.342235000014,,,,,,,,,,,,,,,,,,,,,,,,,,326.52779600005033
-85,taxcalc/tests/test_calculator.py::test_cg_top_rate,<function test_cg_top_rate at 0x7fc9ac382b80>,passed,5670.809926999937,,,,,,,,,,,,,,,,,,,,,,,,,,617.7510339998662
-86,taxcalc/tests/test_compatible_data.py::test_compatible_data_presence,<function test_compatible_data_presence at 0x7fc9ac795670>,passed,0.5458119999275368,,,,,,,,,,,,,,,,,,,,,,,,,,0.0626029999466482
-87,taxcalc/tests/test_consumption.py::test_year_consistency,<function test_year_consistency at 0x7fc9ac813ee0>,passed,0.14050400000087393,,,,,,,,,,,,,,,,,,,,,,,,,,0.005301999976836724
-88,taxcalc/tests/test_consumption.py::test_validity_of_consumption_vars_set,<function test_validity_of_consumption_vars_set at 0x7fc9ac382040>,passed,0.9640220000619593,,,,,,,,,,,,,,,,,,,,,,,,,,0.006603000088034494
-89,taxcalc/tests/test_consumption.py::test_update_consumption,<function test_update_consumption at 0x7fc9ac382160>,passed,80.78283600002578,,,,,,,,,,,,,,,,,,,,,,,,,,7.031526000105259
-90,taxcalc/tests/test_consumption.py::test_incorrect_update_consumption,<function test_incorrect_update_consumption at 0x7fc9ac382280>,passed,256.00981600007344,,,,,,,,,,,,,,,,,,,,,,,,,,6.130237999968813
-91,taxcalc/tests/test_consumption.py::test_future_update_consumption,<function test_future_update_consumption at 0x7fc9ac3824c0>,passed,113.81668600006378,,,,,,,,,,,,,,,,,,,,,,,,,,7.944962000124178
-92,taxcalc/tests/test_consumption.py::test_consumption_default_data,<function test_consumption_default_data at 0x7fc9ac3825e0>,passed,35.67061000001104,,,,,,,,,,,,,,,,,,,,,,,,,,2.731179999955195
-93,taxcalc/tests/test_consumption.py::test_consumption_response,<function test_consumption_response at 0x7fc9ac382790>,passed,5336.785845999998,,,,,,,,,,,,,,,,,,,,,,,,,,731.4615459999914
-94,taxcalc/tests/test_cpscsv.py::test_agg,<function test_agg at 0x7fc9ac795ee0>,passed,15703.643631999967,,,,,,,,,,,,,,,,,,,,,,,,,,2299.451662000025
-95,taxcalc/tests/test_cpscsv.py::test_cps_availability,<function test_cps_availability at 0x7fc9ac795f70>,passed,1060.8668969999826,,,,,,,,,,,,,,,,,,,,,,,,,,22.462956999902417
-96,taxcalc/tests/test_data.py::test_recs_class,<function test_recs_class at 0x7fc9ac7cf280>,passed,548.8639190000413,,,,,,,,,,,,,,,,,,,,,,,,,,44.60756500009205
-97,taxcalc/tests/test_decorators.py::test_create_apply_function_string,<function test_create_apply_function_string at 0x7fc9ac7cf820>,passed,0.18360399997163768,,,,,,,,,,,,,,,,,,,,,,,,,,0.008900000011635767
-98,taxcalc/tests/test_decorators.py::test_create_apply_function_string_with_params,<function test_create_apply_function_string_with_params at 0x7fc9ac7cf8b0>,passed,0.14820299998064002,,,,,,,,,,,,,,,,,,,,,,,,,,0.006600999995498624
-99,taxcalc/tests/test_decorators.py::test_create_toplevel_function_string_mult_outputs,<function test_create_toplevel_function_string_mult_outputs at 0x7fc9ac7cf940>,passed,0.14620299998568953,,,,,,,,,,,,,,,,,,,,,,,,,,0.005199999918659243
-100,taxcalc/tests/test_decorators.py::test_create_toplevel_function_string,<function test_create_toplevel_function_string at 0x7fc9ac7cf9d0>,passed,0.14040300004580786,,,,,,,,,,,,,,,,,,,,,,,,,,0.002300000119248663
-101,taxcalc/tests/test_decorators.py::test_make_apply_function,<function test_make_apply_function at 0x7fc9ac7cfaf0>,passed,0.7836179999003434,,,,,,,,,,,,,,,,,,,,,,,,,,0.030403999858208408
-102,taxcalc/tests/test_decorators.py::test_magic_apply_jit,<function test_magic_apply_jit at 0x7fc9ac7d1040>,passed,173.39255500007766,,,,,,,,,,,,,,,,,,,,,,,,,,4.699344000073324
-103,taxcalc/tests/test_decorators.py::test_magic_apply_jit_swap,<function test_magic_apply_jit_swap at 0x7fc9ac7d1790>,passed,1.1469259999330461,,,,,,,,,,,,,,,,,,,,,,,,,,0.05500499992194818
-104,taxcalc/tests/test_decorators.py::test_magic_iterate_jit,<function test_magic_iterate_jit at 0x7fc9ac7d1700>,passed,168.44134199993732,,,,,,,,,,,,,,,,,,,,,,,,,,15.4713309999579
-105,taxcalc/tests/test_decorators.py::test_faux_function_iterate_jit,<function test_faux_function_iterate_jit at 0x7fc9ac7d1670>,passed,123.87522599999556,,,,,,,,,,,,,,,,,,,,,,,,,,9.00293999995938
-106,taxcalc/tests/test_decorators.py::test_ret_everything_iterate_jit,<function test_ret_everything_iterate_jit at 0x7fc9ac7d15e0>,passed,226.2395599999536,,,,,,,,,,,,,,,,,,,,,,,,,,-213.30710600000202
-107,taxcalc/tests/test_decorators.py::test_function_takes_kwarg,<function test_function_takes_kwarg at 0x7fc9ac7d1550>,passed,159.64324100002614,,,,,,,,,,,,,,,,,,,,,,,,,,7.665049000024737
-108,taxcalc/tests/test_decorators.py::test_function_no_parameters_listed,<function test_function_no_parameters_listed at 0x7fc9ac35bc10>,passed,161.2639779999654,,,,,,,,,,,,,,,,,,,,,,,,,,8.179663999953817
-109,taxcalc/tests/test_decorators.py::test_function_parameters_optional,<function test_function_parameters_optional at 0x7fc9ac35b430>,passed,170.2635830000645,,,,,,,,,,,,,,,,,,,,,,,,,,4.280824000034045
-110,taxcalc/tests/test_decorators.py::test_iterate_jit_raises_on_no_return,<function test_iterate_jit_raises_on_no_return at 0x7fc9ac35b670>,passed,7.185764000041672,,,,,,,,,,,,,,,,,,,,,,,,,,1.4748550000831528
-111,taxcalc/tests/test_decorators.py::test_iterate_jit_raises_on_unknown_return_argument,<function test_iterate_jit_raises_on_unknown_return_argument at 0x7fc9ac35b5e0>,passed,5.829733000041415,,,,,,,,,,,,,,,,,,,,,,,,,,-0.1567809999869496
-112,taxcalc/tests/test_decorators.py::test_force_no_jit,<function test_force_no_jit at 0x7fc9ac374040>,passed,7.60267299995121,,,,,,,,,,,,,,,,,,,,,,,,,,1.0117469998931483
-113,taxcalc/tests/test_growdiff.py::test_year_consistency,<function test_year_consistency at 0x7fc9ac374310>,passed,0.15660399992611929,,,,,,,,,,,,,,,,,,,,,,,,,,0.022201999968274377
-114,taxcalc/tests/test_growdiff.py::test_update_and_apply_growdiff,<function test_update_and_apply_growdiff at 0x7fc9ac3743a0>,passed,472.118567999928,,,,,,,,,,,,,,,,,,,,,,,,,,10.443280999879846
-115,taxcalc/tests/test_growdiff.py::test_has_any_response,<function test_has_any_response at 0x7fc9ac374430>,passed,124.29253499999504,,,,,,,,,,,,,,,,,,,,,,,,,,4.389252999999357
-116,taxcalc/tests/test_growdiff.py::test_description_punctuation,<function test_description_punctuation at 0x7fc9ac3744c0>,passed,0.42300899997371744,,,,,,,,,,,,,,,,,,,,,,,,,,0.05050200002187921
-117,taxcalc/tests/test_growdiff.py::test_boolean_value_infomation,<function test_boolean_value_infomation at 0x7fc9ac374550>,passed,0.3976089999468968,,,,,,,,,,,,,,,,,,,,,,,,,,0.04710199993951392
-118,taxcalc/tests/test_growfactors.py::test_improper_usage,<function test_improper_usage at 0x7fc9ac3748b0>,passed,5.095416000017394,,,,,,,,,,,,,,,,,,,,,,,,,,0.7190329999957612
-119,taxcalc/tests/test_growfactors.py::test_update_after_use,<function test_update_after_use at 0x7fc9ac374940>,passed,2.950568000073872,,,,,,,,,,,,,,,,,,,,,,,,,,0.16871500008619478
-120,taxcalc/tests/test_growfactors.py::test_proper_usage,<function test_proper_usage at 0x7fc9ac3749d0>,passed,2.836163999972996,,,,,,,,,,,,,,,,,,,,,,,,,,0.13301199999204982
-121,taxcalc/tests/test_growfactors.py::test_growfactors_csv_values,<function test_growfactors_csv_values at 0x7fc9ac374a60>,passed,3.0948710000302526,,,,,,,,,,,,,,,,,,,,,,,,,,0.023013000031823605
-122,taxcalc/tests/test_parameters.py::test_params_class[revision0-],<function test_params_class at 0x7fc9ac4ee4c0>,passed,11.378260000014961,,,{},,,,,,,,,,,,,,,,,,,,,,,0.788657999919451
-123,taxcalc/tests/test_parameters.py::test_params_class[revision1-error],<function test_params_class at 0x7fc9ac4ee4c0>,passed,15.504852999924879,,,{'real_param': {2004: 1.9}},error,,,,,,,,,,,,,,,,,,,,,,2.4059029999534687
-124,taxcalc/tests/test_parameters.py::test_params_class[revision2-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,14.255826000066918,,,{'int_param': {2004: [3.6]}},raise,,,,,,,,,,,,,,,,,,,,,,0.1989580000554252
-125,taxcalc/tests/test_parameters.py::test_params_class[revision3-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,13.983718999952544,,,{'int_param': {2004: [3]}},raise,,,,,,,,,,,,,,,,,,,,,,0.9693709998828108
-126,taxcalc/tests/test_parameters.py::test_params_class[revision4-noerror],<function test_params_class at 0x7fc9ac4ee4c0>,passed,19.03483400008099,,,"{'label_param': {2004: [1, 2]}}",noerror,,,,,,,,,,,,,,,,,,,,,,0.7388860001356079
-127,taxcalc/tests/test_parameters.py::test_params_class[revision5-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,9.624218999988443,,,"{'label_param': {2004: [[1, 2]]}}",raise,,,,,,,,,,,,,,,,,,,,,,0.2961420000247035
-128,taxcalc/tests/test_parameters.py::test_params_class[revision6-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,9.6499200000153,,,"{'label_param': {2004: [1, 2, 3]}}",raise,,,,,,,,,,,,,,,,,,,,,,0.20283999992898316
-129,taxcalc/tests/test_parameters.py::test_params_class[revision7-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,406.20586500006084,,,{'bool_param': {2004: [4.9]}},raise,,,,,,,,,,,,,,,,,,,,,,393.0469140000241
-130,taxcalc/tests/test_parameters.py::test_params_class[revision8-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,14.562332000082279,,,{'str_param': {2004: [9]}},raise,,,,,,,,,,,,,,,,,,,,,,0.363062000019454
-131,taxcalc/tests/test_parameters.py::test_params_class[revision9-noerror],<function test_params_class at 0x7fc9ac4ee4c0>,passed,15.305449000038607,,,{'str_param': {2004: 'nonlinear'}},noerror,,,,,,,,,,,,,,,,,,,,,,1.479985000059969
-132,taxcalc/tests/test_parameters.py::test_params_class[revision10-error],<function test_params_class at 0x7fc9ac4ee4c0>,passed,13.951417999919613,,,{'str_param': {2004: 'unknownvalue'}},error,,,,,,,,,,,,,,,,,,,,,,1.1511749999044696
-133,taxcalc/tests/test_parameters.py::test_params_class[revision11-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,14.09722099992905,,,{'str_param': {2004: ['nonlinear']}},raise,,,,,,,,,,,,,,,,,,,,,,1.1225739999645157
-134,taxcalc/tests/test_parameters.py::test_params_class[revision12-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,14.211724000006143,,,{'real_param': {2004: 'linear'}},raise,,,,,,,,,,,,,,,,,,,,,,1.1251749999701133
-135,taxcalc/tests/test_parameters.py::test_params_class[revision13-raise],<function test_params_class at 0x7fc9ac4ee4c0>,passed,16.134268000087104,,,"{'real_param': {2004: [0.2, 0.3]}}",raise,,,,,,,,,,,,,,,,,,,,,,3.001518000019132
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+239,taxcalc/tests/test_taxcalcio.py::test_no_tables_or_graphs,<function test_no_tables_or_graphs at 0x7f45d46149d0>,passed,5985.84267199999,,,,,,,,,,,,,,,,,,,,,,,,,,-167.45555300008164
+240,taxcalc/tests/test_taxcalcio.py::test_tables,<function test_tables at 0x7f45d4614a60>,passed,6637.135299999954,,,,,,,,,,,,,,,,,,,,,,,,,,-243.5114509999039
+241,taxcalc/tests/test_taxcalcio.py::test_graphs,<function test_graphs at 0x7f45d4614af0>,passed,6646.038872999952,,,,,,,,,,,,,,,,,,,,,,,,,,-208.57530400007818
+242,taxcalc/tests/test_taxcalcio.py::test_analyze_warnings_print,<function test_analyze_warnings_print at 0x7f45d4614ca0>,passed,5735.727807000103,,,,,,,,,,,,,,,,,,,,,,,,,,-159.2188529998566
+243,taxcalc/tests/test_taxcalcio.py::test_error_message_parsed_correctly,<function test_error_message_parsed_correctly at 0x7f45d4614f70>,passed,4539.881746999981,,,,,,,,,,,,,,,,,,,,,,,,,,-208.8850079999247
+244,taxcalc/tests/test_utils.py::test_validity_of_name_lists,<function test_validity_of_name_lists at 0x7f45d46194c0>,passed,1.0230960001536005,,,,,,,,,,,,,,,,,,,,,,,,,,-0.08352199984074105
+245,taxcalc/tests/test_utils.py::test_create_tables,<function test_create_tables at 0x7f45d4619550>,passed,3609.028196000054,,,,,,,,,,,,,,,,,,,,,,,,,,-65.43994599996995
+246,taxcalc/tests/test_utils.py::test_diff_count_precision,<function test_diff_count_precision at 0x7f45d46195e0>,passed,570.8712999999079,,,,,,,,,,,,,,,,,,,,,,,,,,105.06080400000423
+247,taxcalc/tests/test_utils.py::test_weighted_mean,<function test_weighted_mean at 0x7f45d40d9280>,passed,2.6284880000275734,,,,,,,,,,,,,,,,,,,,,,,,,,-0.05705399985345139
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+249,taxcalc/tests/test_utils.py::test_agi_weighted,<function test_agi_weighted at 0x7f45d40d93a0>,passed,0.9637960001782631,,,,,,,,,,,,,,,,,,,,,,,,,,0.009281000075134216
+250,taxcalc/tests/test_utils.py::test_expanded_income_weighted,<function test_expanded_income_weighted at 0x7f45d40d9430>,passed,0.9045959998275066,,,,,,,,,,,,,,,,,,,,,,,,,,-0.03711900012604019
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+252,taxcalc/tests/test_utils.py::test_add_income_trow_var,<function test_add_income_trow_var at 0x7f45d40d9550>,passed,3.1800859999293607,,,,,,,,,,,,,,,,,,,,,,,,,,-0.04306499999984226
+253,taxcalc/tests/test_utils.py::test_add_quantile_trow_var,<function test_add_quantile_trow_var at 0x7f45d40d95e0>,passed,4.842779000000519,,,,,,,,,,,,,,,,,,,,,,,,,,-0.1840009999796175
+254,taxcalc/tests/test_utils.py::test_dist_table_sum_row,<function test_dist_table_sum_row at 0x7f45d40d9670>,passed,3208.807249000074,,,,,,,,,,,,,,,,,,,,,,,,,,-71.94846699985646
+255,taxcalc/tests/test_utils.py::test_diff_table_sum_row,<function test_diff_table_sum_row at 0x7f45d40d9700>,passed,3536.8384700000206,,,,,,,,,,,,,,,,,,,,,,,,,,-54.92995700001302
+256,taxcalc/tests/test_utils.py::test_mtr_graph_data,<function test_mtr_graph_data at 0x7f45d40d9790>,passed,2280.3574189999836,,,,,,,,,,,,,,,,,,,,,,,,,,-51.25935000000936
+257,taxcalc/tests/test_utils.py::test_atr_graph_data,<function test_atr_graph_data at 0x7f45d40d9820>,passed,2545.181149999962,,,,,,,,,,,,,,,,,,,,,,,,,,-65.23044100003972
+258,taxcalc/tests/test_utils.py::test_xtr_graph_plot,<function test_xtr_graph_plot at 0x7f45d40d98b0>,passed,2298.9248540000062,,,,,,,,,,,,,,,,,,,,,,,,,,-53.022798000029525
+259,taxcalc/tests/test_utils.py::test_write_graph_file,<function test_write_graph_file at 0x7f45d40d99d0>,passed,2445.8352049998666,,,,,,,,,,,,,,,,,,,,,,,,,,-45.52450800019869
+260,taxcalc/tests/test_utils.py::test_ce_aftertax_income,<function test_ce_aftertax_income at 0x7f45d40d9a60>,passed,4060.447998999962,,,,,,,,,,,,,,,,,,,,,,,,,,-62.71299199988789
+261,taxcalc/tests/test_utils.py::test_read_egg_csv,<function test_read_egg_csv at 0x7f45d40d9af0>,passed,0.6399970000074973,,,,,,,,,,,,,,,,,,,,,,,,,,-0.03901899981428869
+262,taxcalc/tests/test_utils.py::test_read_egg_json,<function test_read_egg_json at 0x7f45d40d9b80>,passed,0.47889799998301896,,,,,,,,,,,,,,,,,,,,,,,,,,-0.051714000164793106
+263,taxcalc/tests/test_utils.py::test_create_delete_temp_file,<function test_create_delete_temp_file at 0x7f45d40d9c10>,passed,0.29699900005653035,,,,,,,,,,,,,,,,,,,,,,,,,,0.017893000176627538
+264,taxcalc/tests/test_utils.py::test_bootstrap_se_ci,<function test_bootstrap_se_ci at 0x7f45d40d9ca0>,passed,0.4764979998981289,,,,,,,,,,,,,,,,,,,,,,,,,,0.003686999889396303
+265,taxcalc/tests/test_utils.py::test_table_columns_labels,<function test_table_columns_labels at 0x7f45d40d9d30>,passed,0.11749899999813351,,,,,,,,,,,,,,,,,,,,,,,,,,-0.0033029998576238895

From 6ba7147d42043c24eb75eae06cb7d64e799e590e Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Thu, 26 Jan 2023 08:32:18 -0500
Subject: [PATCH 5/8] update cached files for param change

---
 taxcalc/tests/cpscsv_agg_expect.csv          |   8 +-
 taxcalc/tests/puf_var_wght_means_by_year.csv | 148 +++++++++----------
 taxcalc/tests/pufcsv_agg_expect.csv          |  44 +++---
 taxcalc/tests/pufcsv_mtr_expect.txt          |  46 +++---
 4 files changed, 123 insertions(+), 123 deletions(-)

diff --git a/taxcalc/tests/cpscsv_agg_expect.csv b/taxcalc/tests/cpscsv_agg_expect.csv
index b085da7f3..c199163cc 100644
--- a/taxcalc/tests/cpscsv_agg_expect.csv
+++ b/taxcalc/tests/cpscsv_agg_expect.csv
@@ -12,15 +12,15 @@ AMT Income ($b),8319.8,10262.1,10680.1,10982.3,12145.1,12934.9,13548.0,13998.9,1
 AMT Liability ($b),8.1,0.8,0.7,0.6,1.1,1.1,1.1,1.0,1.0,16.5
 AMT Filers (#m),2.6,0.2,0.2,0.1,0.2,0.2,0.2,0.2,0.2,4.0
 Tax before Credits ($b),1116.0,1380.6,1449.4,1491.9,1701.9,1844.3,1912.5,1976.5,2050.4,2248.8
-Refundable Credits ($b),70.8,102.4,102.7,655.2,821.5,97.0,103.1,105.5,107.4,93.4
+Refundable Credits ($b),70.8,102.4,102.7,655.2,821.5,97.5,103.6,106.0,107.9,94.0
 Nonrefundable Credits ($b),32.7,97.2,99.1,99.3,2.2,108.2,108.8,109.9,111.3,31.0
 Reform Surtaxes ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 Other Taxes ($b),5.5,10.7,11.3,11.4,11.7,12.6,14.0,15.2,16.3,17.3
-Ind Income Tax ($b),1018.1,1191.7,1258.9,748.8,890.0,1651.7,1714.7,1776.3,1848.0,2141.7
+Ind Income Tax ($b),1018.1,1191.7,1258.9,748.8,890.0,1651.2,1714.1,1775.8,1847.5,2141.1
 Payroll Taxes ($b),1040.8,1141.6,1194.9,1217.1,1325.3,1430.9,1502.4,1556.3,1609.9,1669.5
-Combined Liability ($b),2059.0,2333.2,2453.8,1965.9,2215.3,3082.6,3217.0,3332.6,3458.0,3811.1
+Combined Liability ($b),2059.0,2333.2,2453.8,1965.9,2215.3,3082.2,3216.5,3332.1,3457.4,3810.6
 With Income Tax <= 0 (#m),88.1,96.2,97.0,135.3,127.8,96.0,97.8,98.8,99.8,97.9
-With Combined Tax <= 0 (#m),62.8,65.4,66.4,98.3,97.8,67.8,69.2,70.3,71.3,70.9
+With Combined Tax <= 0 (#m),62.8,65.4,66.4,98.3,97.8,67.9,69.3,70.3,71.4,70.9
 UBI Benefits ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
 "Total Benefits, Consumption Value ($b)",2790.7,3225.5,3428.6,3617.9,4011.6,4069.6,4332.7,4602.1,4879.9,5163.2
 Total Benefits Cost ($b),2790.7,3225.5,3428.6,3617.9,4011.6,4069.6,4332.7,4602.1,4879.9,5163.2
diff --git a/taxcalc/tests/puf_var_wght_means_by_year.csv b/taxcalc/tests/puf_var_wght_means_by_year.csv
index 51e776a33..2d94e8785 100644
--- a/taxcalc/tests/puf_var_wght_means_by_year.csv
+++ b/taxcalc/tests/puf_var_wght_means_by_year.csv
@@ -1,80 +1,80 @@
 ,description,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031
-c00100,Federal AGI,   50840,   54457,   54942,   55071,   58024,   60320,   61591,   62889,   69393,   72742,   74619,   75622,   76915,   78447,   80285,   82388,   84624,   87009,   89526
-c02500,OASDI benefits in AGI,    1295,    1394,    1416,    1479,    1501,    1587,    1688,    1813,    1993,    2112,    2306,    2474,    2636,    2808,    2986,    3183,    3387,    3601,    3825
-c04470,Post-phase-out itemized deduction,    5907,    6036,    6149,    6382,    6562,    6800,    7007,    7407,    7876,    7901,    8128,    8427,    8717,    9015,    9305,    9615,    9919,   10248,   10581
-c04600,Post-phase-out personal exemption,    7105,    7131,    7163,    7217,    7149,    7261,    7410,    7518,    7557,    7882,    8352,    8594,    8778,    8956,    9138,    9324,    9523,    9725,    9932
-c04800,Federal regular taxable income,   35754,   39297,   39664,   39592,   42568,   44509,   45382,   46164,   52111,   55146,   56169,   56525,   57281,   58262,   59558,   61095,   62764,   64548,   66444
-c05200,Regular tax on taxable income,    7672,    8732,    8725,    8585,    9500,    9994,   10122,   10382,   11944,   12734,   12813,   12748,   12837,   12987,   13229,   13545,   13898,   14277,   14669
-c07180,Child care credit,      17,      17,      17,      17,      17,      17,      17,      17,       0,      17,      17,      17,      17,      17,      16,      16,      16,      16,      16
-c07220,Child tax credit (adjusted),     158,     155,     147,     143,     139,     133,     129,     123,     360,     116,     109,     104,     101,      97,      94,      91,      88,      85,      82
-c09600,Federal AMT liability,     212,     227,     240,     251,     268,     280,     287,     310,     336,     331,     338,     350,     362,     375,     387,     401,     414,     428,     439
-c11070,Extra child tax credit (refunded),     150,     144,     138,     133,     126,     123,     120,     121,       0,     108,     109,     109,     108,     106,     104,     102,     101,     100,      98
-c21040,Itemized deduction that is phased out,     203,     242,     231,     219,     255,     270,     271,     282,     332,     352,     349,     343,     343,     343,     347,     354,     361,     369,     375
-cmbtp,Estimate of income on (AMT) Form 6251 but not in AGI,     370,     386,     403,     416,     434,     452,     463,     488,     521,     521,     538,     557,     575,     596,     613,     634,     655,     676,     681
+c00100,Federal AGI,   75800,   86021,   87377,   85448,   94980,   99785,   99663,  106274,  120133,  125940,  126857,  125102,  124800,  125358,  127229,  130022,  133207,  136997,  140712
+c02500,OASDI benefits in AGI,    1249,    1322,    1359,    1407,    1430,    1510,    1606,    1717,    1882,    1991,    2165,    2316,    2460,    2616,    2778,    2955,    3138,    3334,    3540
+c04470,Post-phase-out itemized deduction,    7695,    7805,    7964,    8285,    8475,    8782,    9096,    9620,   10126,   10160,   10585,   11062,   11490,   11935,   12363,   12816,   13243,   13706,   14142
+c04600,Post-phase-out personal exemption,    6953,    6980,    7023,    7088,    7025,    7144,    7302,    7411,    7451,    7782,    8251,    8499,    8690,    8874,    9061,    9253,    9457,    9666,    9880
+c04800,Federal regular taxable income,   62086,   72583,   73786,   71404,   81607,   86246,   85492,   91866,  106065,  111722,  111480,  108599,  107551,  107295,  108445,  110531,  113209,  116392,  119516
+c05200,Regular tax on taxable income,   17486,   21282,   21596,   20575,   24311,   25853,   25326,   27757,   32562,   34367,   33901,   32537,   31898,   31541,   31706,   32217,   32949,   33861,   34723
+c07180,Child care credit,      16,      16,      16,      16,      16,      16,      16,      16,       0,      16,      16,      16,      16,      16,      16,      16,      16,      16,      16
+c07220,Child tax credit (adjusted),     153,     150,     145,     141,     138,     135,     131,     126,     364,     121,     114,     110,     107,     104,     101,      98,      95,      93,      91
+c09600,Federal AMT liability,    1319,    1344,    1406,    1477,    1504,    1568,    1622,    1730,    1804,    1817,    1907,    1966,    2044,    2120,    2197,    2302,    2377,    2461,    2454
+c11070,Extra child tax credit (refunded),     146,     142,     137,     134,     128,     125,     123,     124,       0,     110,     112,     111,     110,     109,     107,     105,     104,     102,     101
+c21040,Itemized deduction that is phased out,     731,     870,     881,     855,     993,    1059,    1052,    1108,    1308,    1363,    1359,    1332,    1323,    1313,    1326,    1352,    1386,    1427,    1457
+cmbtp,Estimate of income on (AMT) Form 6251 but not in AGI,    4414,    4483,    4732,    4943,    5109,    5350,    5515,    5799,    6196,    6296,    6575,    6726,    6958,    7142,    7372,    7707,    7958,    8217,    8130
 data_source,1 if unit is created primarily from IRS-SOI PUF data; 0 if created primarily from CPS data (not used in tax-calculation logic),       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1
-e00200,"Wages, salaries, and tips for filing unit net of pension contributions",   35512,   37221,   37448,   37946,   39051,   40312,   41580,   41529,   44780,   48058,   49497,   50528,   51559,   52772,   54132,   55527,   56933,   58410,   59988
-e00300,Taxable interest income,     537,     499,     497,     500,     538,     550,     554,     534,     535,     523,     570,     629,     678,     719,     752,     788,     821,     857,     893
-e00400,Tax-exempt interest income,     343,     326,     322,     327,     353,     365,     369,     359,     363,     358,     394,     436,     471,     503,     526,     552,     574,     600,     620
-e00600,Ordinary dividends included in AGI,    1179,    1397,    1392,    1356,    1479,    1578,    1631,    1586,    1567,    1681,    1805,    1891,    1953,    1987,    2004,    2024,    2055,    2099,    2150
-e00650,Qualified dividends included in ordinary dividends,     846,    1001,     992,     966,    1048,    1115,    1151,    1118,    1103,    1182,    1267,    1327,    1369,    1392,    1402,    1414,    1435,    1465,    1501
-e00700,Taxable refunds of state and local income taxes,     163,     170,     174,     179,     186,     191,     196,     206,     219,     221,     229,     237,     244,     252,     259,     267,     274,     283,     291
-e00800,Alimony received,      47,      52,      60,      61,      70,      73,      76,      81,      86,      87,      91,      95,      98,     102,     106,     110,     115,     119,     123
-e00900,Sch C business net profit/loss for filing unit,    1657,    1740,    1774,    1752,    1814,    1874,    1868,    1865,    2006,    2120,    2184,    2223,    2268,    2319,    2374,    2441,    2510,    2581,    2655
-e01100,Capital gain distributions not reported on Sch D,      13,      18,      18,      16,      22,      24,      22,      29,      32,      34,      32,      29,      28,      27,      27,      27,      28,      28,      29
-e01200,Other net gain/loss from Form 4797,    -119,    -164,    -163,    -147,    -188,    -198,    -181,    -235,    -267,    -277,    -266,    -243,    -228,    -222,    -216,    -215,    -217,    -221,    -232
-e01400,Taxable IRA distributions,    1390,    1489,    1627,    1721,    1890,    1994,    2084,    2228,    2403,    2464,    2599,    2722,    2846,    2973,    3096,    3233,    3367,    3508,    3648
-e01500,Total pensions and annuities,    5494,    5708,    5855,    5915,    6150,    6371,    6548,    6900,    7337,    7419,    7721,    7995,    8243,    8498,    8753,    9023,    9292,    9562,    9839
-e01700,Taxable pensions and annuities,    3503,    3638,    3690,    3703,    3819,    3944,    4041,    4245,    4495,    4533,    4707,    4857,    4997,    5144,    5290,    5451,    5613,    5787,    5965
-e02000,"Sch E total rental, royalty, partnership, S-corporation, etc, income/loss (includes e26270 and e27200)",    3365,    3727,    3814,    3772,    4017,    4275,    4324,    4040,    4991,    5193,    5205,    5125,    5137,    5075,    5073,    5151,    5295,    5437,    5574
-e02100,Farm net income/loss for filing unit from Sch F,     -45,     -41,     -19,     -20,     -15,     -14,     -13,     -24,     -33,     -23,     -19,     -17,     -15,     -14,     -13,     -12,     -12,     -10,     -10
-e02300,Unemployment insurance benefits,     289,     187,     150,     141,     131,     120,     112,     115,     988,     150,     112,     127,     136,     147,     159,     172,     182,     188,     194
-e02400,Total social security (OASDI) benefits,    4837,    5027,    5154,    5271,    5380,    5568,    5839,    6106,    6376,    6714,    7156,    7537,    7902,    8279,    8665,    9072,    9484,    9901,   10322
-e03150,Total deductible IRA contributions,      63,      64,      66,      69,      69,      72,      74,      78,      83,      84,      87,      90,      93,      96,     100,     103,     107,     111,     115
-e03210,Student loan interest,      55,      55,      57,      58,      59,      62,      63,      66,      70,      71,      73,      75,      78,      80,      82,      85,      87,      89,      92
-e03220,Educator expenses,       6,       6,       6,       6,       6,       7,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,       9,      10
-e03230,Tuition and fees from Form 8917,      24,      25,      25,      26,      26,      27,      28,      29,      31,      31,      33,      34,      35,      36,      37,      38,      39,      40,      42
-e03240,Domestic production activities from Form 8903,      51,      53,      53,      54,      56,      57,      58,      61,      64,      65,      67,      69,      71,      73,      75,      76,      78,      80,      81
-e03270,Self-employed health insurance deduction,     152,     155,     160,     171,     174,     177,     181,     188,     189,     193,     180,     181,     183,     186,     188,     191,     195,     199,     204
-e03290,Health savings account deduction from Form 8889,      19,      19,      20,      21,      21,      22,      22,      23,      23,      23,      22,      22,      22,      22,      22,      23,      23,      23,      24
-e03300,"Contributions to SEP, SIMPLE and qualified plans",     114,     117,     115,     118,     118,     121,     123,     129,     136,     137,     142,     146,     150,     154,     157,     161,     165,     169,     173
-e03400,Penalty on early withdrawal of savings,       3,       3,       3,       3,       4,       4,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       5,       5,       6
-e03500,Alimony paid,      41,      45,      44,      46,      46,      47,      48,      51,      54,      54,      56,      58,      60,      62,      64,      65,      66,      68,      69
-e07240,Retirement savings contributions credit from Form 8880,       6,       6,       6,       6,       6,       6,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,      10,      10
-e07260,Residential energy credit from Form 5695,       9,       9,      10,      10,      11,      11,      11,      12,      12,      13,      13,      14,      14,      14,      15,      15,      16,      16,      17
-e07300,Foreign tax credit from Form 1116,      94,      97,      91,      88,      92,      97,      98,      91,     113,     117,     117,     115,     115,     113,     113,     115,     118,     121,     122
-e07400,General business credit from Form 3800,      17,      16,      16,      15,      15,      16,      16,      15,      19,      20,      20,      19,      19,      19,      19,      19,      20,      21,      21
-e07600,Prior year minimum tax credit from Form 8801,       3,       3,       3,       3,       4,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       5,       5,       6,       6
-e09700,Recapture of Investment Credit,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
+e00200,"Wages, salaries, and tips for filing unit net of pension contributions",   34616,   36234,   36598,   36978,   38259,   39579,   40878,   40838,   44037,   47272,   48694,   49723,   50753,   51957,   53339,   54778,   56211,   57732,   59388
+e00300,Taxable interest income,     854,     813,     827,     842,     920,     950,     965,     938,     948,     936,    1028,    1143,    1242,    1329,    1405,    1487,    1569,    1660,    1746
+e00400,Tax-exempt interest income,     658,     629,     619,     633,     677,     693,     700,     680,     685,     674,     744,     821,     889,     950,     995,    1047,    1092,    1141,    1190
+e00600,Ordinary dividends included in AGI,    1622,    1942,    1929,    1881,    2068,    2208,    2292,    2232,    2213,    2384,    2556,    2686,    2785,    2843,    2872,    2898,    2944,    3004,    3074
+e00650,Qualified dividends included in ordinary dividends,    1079,    1296,    1283,    1252,    1366,    1455,    1509,    1469,    1456,    1567,    1674,    1759,    1825,    1863,    1881,    1892,    1921,    1959,    1999
+e00700,Taxable refunds of state and local income taxes,     246,     257,     267,     275,     289,     298,     306,     323,     342,     346,     360,     372,     384,     395,     408,     422,     432,     445,     458
+e00800,Alimony received,      42,      44,      48,      49,      54,      57,      59,      62,      66,      67,      70,      73,      75,      78,      81,      84,      88,      90,      94
+e00900,Sch C business net profit/loss for filing unit,    2530,    2673,    2785,    2733,    2855,    2960,    2947,    2934,    3151,    3331,    3441,    3509,    3575,    3655,    3731,    3834,    3939,    4051,    4158
+e01100,Capital gain distributions not reported on Sch D,      11,      15,      15,      14,      19,      20,      18,      24,      27,      28,      27,      25,      24,      23,      23,      23,      23,      24,      24
+e01200,Other net gain/loss from Form 4797,   -1192,   -1659,   -1725,   -1532,   -2066,   -2192,   -2023,   -2639,   -2988,   -3146,   -3049,   -2779,   -2637,   -2559,   -2528,   -2529,   -2578,   -2619,   -2696
+e01400,Taxable IRA distributions,    2068,    2170,    2278,    2383,    2512,    2632,    2726,    2907,    3115,    3194,    3359,    3510,    3645,    3805,    3951,    4115,    4274,    4427,    4586
+e01500,Total pensions and annuities,    8802,    9172,    9561,    9900,   10274,   10674,   11017,   11699,   12507,   12711,   13314,   13846,   14382,   14880,   15413,   15988,   16523,   17099,   17640
+e01700,Taxable pensions and annuities,    3546,    3667,    3801,    3895,    4051,    4227,    4368,    4636,    4959,    5051,    5298,    5510,    5723,    5942,    6161,    6399,    6630,    6878,    7122
+e02000,"Sch E total rental, royalty, partnership, S-corporation, etc, income/loss (includes e26270 and e27200)",   15220,   16899,   17664,   17443,   18748,   19988,   20230,   18952,   23464,   24476,   24631,   24329,   24337,   24104,   24207,   24659,   25184,   25934,   26405
+e02100,Farm net income/loss for filing unit from Sch F,     173,     156,      79,      84,      76,      73,      72,     127,     174,     111,      90,      77,      70,      64,      61,      60,      58,      57,      60
+e02300,Unemployment insurance benefits,     282,     181,     147,     138,     129,     119,     112,     115,     986,     150,     112,     127,     137,     148,     160,     174,     185,     192,     198
+e02400,Total social security (OASDI) benefits,    4703,    4845,    4956,    5043,    5108,    5277,    5524,    5767,    6014,    6321,    6726,    7073,    7403,    7747,    8101,    8472,    8848,    9232,    9623
+e03150,Total deductible IRA contributions,      77,      79,      83,      86,      89,      93,      95,     101,     107,     108,     112,     116,     119,     123,     127,     131,     137,     141,     146
+e03210,Student loan interest,      55,      55,      57,      59,      61,      63,      65,      68,      72,      73,      76,      78,      80,      83,      85,      88,      91,      94,      97
+e03220,Educator expenses,       5,       5,       6,       6,       6,       6,       6,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,      10
+e03230,Tuition and fees from Form 8917,      24,      25,      26,      26,      27,      28,      29,      30,      32,      32,      34,      35,      36,      37,      38,      39,      40,      42,      43
+e03240,Domestic production activities from Form 8903,     273,     283,     298,     306,     323,     334,     342,     361,     383,     387,     402,     412,     424,     438,     453,     466,     481,     497,     511
+e03270,Self-employed health insurance deduction,     310,     317,     327,     342,     349,     355,     362,     375,     379,     386,     360,     363,     366,     370,     374,     378,     382,     387,     393
+e03290,Health savings account deduction from Form 8889,      33,      33,      34,      36,      37,      37,      38,      39,      39,      40,      37,      38,      38,      38,      38,      39,      39,      40,      40
+e03300,"Contributions to SEP, SIMPLE and qualified plans",     371,     384,     404,     414,     433,     448,     459,     482,     509,     514,     535,     553,     568,     585,     596,     613,     630,     647,     661
+e03400,Penalty on early withdrawal of savings,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       6,       6,       6,       6,       6,       6,       7,       7,       7
+e03500,Alimony paid,      31,      32,      33,      34,      35,      36,      37,      39,      41,      42,      44,      45,      47,      48,      50,      51,      52,      54,      56
+e07240,Retirement savings contributions credit from Form 8880,       6,       6,       7,       7,       7,       7,       7,       8,       8,       8,       9,       9,       9,       9,      10,      10,      10,      11,      11
+e07260,Residential energy credit from Form 5695,      12,      12,      12,      13,      13,      14,      14,      15,      16,      16,      17,      17,      18,      18,      19,      19,      20,      21,      22
+e07300,Foreign tax credit from Form 1116,     220,     222,     213,     212,     214,     229,     232,     217,     269,     282,     282,     279,     269,     263,     267,     272,     276,     283,     291
+e07400,General business credit from Form 3800,      63,      64,      62,      63,      63,      68,      69,      65,      80,      83,      84,      82,      82,      82,      82,      84,      86,      89,      92
+e07600,Prior year minimum tax credit from Form 8801,      12,      13,      14,      14,      15,      15,      16,      16,      17,      18,      18,      19,      20,      20,      21,      22,      22,      23,      24
+e09700,Recapture of Investment Credit,       1,       2,       2,       1,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       3,       3,       3,       3,       3
 e09800,Unreported payroll taxes from Form 4137 or 8919,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-e09900,Penalty tax on qualified retirement plans,      35,      37,      39,      40,      43,      45,      46,      47,      49,      49,      50,      52,      53,      54,      55,      56,      57,      59,      61
-e11200,Excess payroll (FICA/RRTA) tax withheld,      10,      11,      11,      12,      12,      13,      13,      13,      14,      14,      15,      15,      16,      16,      17,      17,      18,      18,      18
-e17500,Itemizable medical and dental expenses.  WARNING: this variable is zero below the floor in PUF data.,     799,     833,     861,     906,     938,     962,     995,    1045,    1063,    1097,    1034,    1054,    1077,    1097,    1119,    1140,    1164,    1188,    1212
-e18400,Itemizable state and local income/sales taxes,    1669,    1768,    1803,    1855,    1944,    2004,    2052,    2155,    2282,    2302,    2390,    2466,    2537,    2611,    2683,    2762,    2839,    2921,    3002
-e18500,Itemizable real-estate taxes paid,    1145,    1200,    1251,    1298,    1358,    1409,    1449,    1529,    1625,    1646,    1716,    1778,    1837,    1898,    1959,    2025,    2091,    2161,    2231
-e19200,Itemizable interest paid,    1878,    1841,    1817,    1844,    1884,    1965,    2032,    2154,    2303,    2343,    2456,    2557,    2656,    2758,    2860,    2973,    3085,    3203,    3329
-e19800,Itemizable charitable giving: cash/check contributions.  WARNING: this variable is already capped in PUF data.,     887,     932,     951,     979,    1018,    1054,    1082,    1141,    1214,    1229,    1282,    1327,    1370,    1416,    1461,    1511,    1558,    1607,    1657
-e20100,Itemizable charitable giving: other than cash/check contributions.  WARNING: this variable is already capped in PUF data.,     224,     235,     233,     239,     245,     253,     259,     274,     290,     293,     305,     315,     324,     334,     344,     355,     366,     377,     390
-e20400,Itemizable miscellaneous deductions.  WARNING: this variable is zero below the floor in PUF data.,     713,     740,     759,     786,     811,     838,     860,     903,     957,     965,    1003,    1034,    1065,    1098,    1130,    1163,    1196,    1232,    1265
-e24515,Sch D: Un-Recaptured Section 1250 Gain,      79,     110,     112,     100,     137,     147,     136,     177,     202,     212,     204,     183,     174,     168,     166,     167,     171,     175,     182
-e24518,Sch D: 28% Rate Gain or Loss,      24,      34,      34,      30,      39,      41,      38,      49,      56,      59,      56,      51,      48,      46,      46,      45,      46,      46,      47
-e26270,Sch E: Combined partnership and S-corporation net income/loss (includes k1bx14p and k1bx14s amounts and is included in e02000),    2741,    2969,    3037,    2995,    3222,    3424,    3455,    3220,    3966,    4116,    4118,    4046,    4046,    3989,    3977,    4030,    4132,    4232,    4315
-e27200,Sch E: Farm rent net income or loss (included in e02000),      35,      37,      38,      39,      44,      47,      49,      47,      59,      63,      64,      64,      64,      65,      66,      69,      72,      76,      80
-e32800,Child/dependent-care expenses for qualifying persons from Form 2441,     108,     111,     113,     114,     118,     121,     123,     128,     135,     136,     140,     144,     148,     151,     154,     158,     162,     167,     171
-e58990,Investment income elected amount from Form 4952,      14,      14,      15,      15,      16,      17,      17,      18,      19,      19,      20,      20,      20,      21,      21,      22,      22,      22,      22
-e62900,Alternative Minimum Tax foreign tax credit from Form 6251,      78,      86,      84,      84,      90,      93,      95,      99,     105,     106,     110,     113,     116,     119,     122,     125,     128,     132,     134
-e87521,Total tentative AmOppCredit amount for all students,     172,     176,     182,     184,     191,     197,     201,     211,     223,     224,     232,     239,     246,     253,     260,     268,     275,     284,     294
-e87530,Adjusted qualified lifetime learning expenses for all students,      93,      92,      94,      96,      99,     102,     105,     110,     116,     117,     121,     125,     129,     132,     136,     140,     144,     148,     152
-eitc,Federal EITC,     376,     369,     364,     352,     342,     341,     344,     350,     328,     339,     364,     374,     380,     385,     390,     394,     399,     405,     411
+e09900,Penalty tax on qualified retirement plans,      41,      42,      44,      45,      48,      49,      50,      53,      55,      56,      58,      60,      61,      63,      65,      67,      68,      71,      73
+e11200,Excess payroll (FICA/RRTA) tax withheld,      10,      10,      11,      11,      12,      12,      13,      13,      14,      14,      15,      15,      16,      16,      16,      17,      17,      18,      18
+e17500,Itemizable medical and dental expenses.  WARNING: this variable is zero below the floor in PUF data.,     774,     798,     822,     860,     889,     912,     941,     986,    1001,    1031,     971,     989,    1008,    1025,    1045,    1064,    1084,    1104,    1122
+e18400,Itemizable state and local income/sales taxes,    2779,    2920,    3012,    3102,    3251,    3363,    3452,    3634,    3852,    3894,    4054,    4194,    4319,    4460,    4602,    4759,    4900,    5062,    5203
+e18500,Itemizable real-estate taxes paid,    1367,    1426,    1486,    1535,    1604,    1665,    1714,    1809,    1926,    1951,    2038,    2112,    2185,    2260,    2332,    2411,    2490,    2572,    2656
+e19200,Itemizable interest paid,    2144,    2096,    2075,    2095,    2147,    2244,    2325,    2467,    2639,    2689,    2820,    2940,    3055,    3175,    3293,    3426,    3559,    3697,    3841
+e19800,Itemizable charitable giving: cash/check contributions.  WARNING: this variable is already capped in PUF data.,    1446,    1528,    1571,    1614,    1686,    1751,    1804,    1905,    2027,    2055,    2151,    2231,    2307,    2379,    2455,    2538,    2619,    2704,    2788
+e20100,Itemizable charitable giving: other than cash/check contributions.  WARNING: this variable is already capped in PUF data.,     406,     433,     448,     462,     484,     497,     512,     541,     574,     578,     604,     627,     641,     664,     698,     722,     749,     770,     772
+e20400,Itemizable miscellaneous deductions.  WARNING: this variable is zero below the floor in PUF data.,     965,    1006,    1002,    1042,    1064,    1107,    1139,    1202,    1278,    1294,    1353,    1401,    1448,    1491,    1538,    1592,    1642,    1703,    1757
+e24515,Sch D: Un-Recaptured Section 1250 Gain,     551,     769,     777,     702,     948,    1025,     951,    1235,    1390,    1467,    1366,    1246,    1175,    1143,    1128,    1132,    1167,    1189,    1243
+e24518,Sch D: 28% Rate Gain or Loss,      97,     142,     144,     124,     174,     187,     174,     227,     259,     264,     253,     230,     218,     211,     209,     210,     208,     210,     215
+e26270,Sch E: Combined partnership and S-corporation net income/loss (includes k1bx14p and k1bx14s amounts and is included in e02000),   12240,   13281,   13932,   13688,   14982,   15897,   16045,   15005,   18542,   19304,   19388,   19115,   19057,   18835,   18893,   19224,   19519,   20065,   20383
+e27200,Sch E: Farm rent net income or loss (included in e02000),      57,      62,      63,      63,      68,      74,      75,      71,      90,      94,      97,      97,      97,      97,      98,     101,     106,     111,     112
+e32800,Child/dependent-care expenses for qualifying persons from Form 2441,     103,     105,     108,     110,     114,     117,     120,     125,     132,     133,     138,     141,     144,     148,     152,     157,     161,     166,     171
+e58990,Investment income elected amount from Form 4952,      72,      74,      81,      82,      88,      92,      94,      99,     106,     107,     110,     115,     117,     122,     125,     130,     137,     138,     141
+e62900,Alternative Minimum Tax foreign tax credit from Form 6251,     192,     204,     204,     212,     219,     228,     234,     246,     261,     265,     275,     285,     282,     288,     300,     309,     314,     323,     334
+e87521,Total tentative AmOppCredit amount for all students,     170,     175,     180,     182,     190,     196,     201,     211,     223,     225,     233,     240,     247,     254,     262,     270,     278,     287,     296
+e87530,Adjusted qualified lifetime learning expenses for all students,      93,      94,      98,      99,     104,     107,     110,     116,     123,     123,     128,     132,     135,     139,     144,     149,     153,     157,     161
+eitc,Federal EITC,     364,     359,     354,     346,     336,     335,     338,     345,     321,     331,     357,     367,     373,     378,     382,     386,     391,     397,     402
 elderly_dependents,number of dependents age 65+ in filing unit excluding taxpayer and spouse,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-g20500,Itemizable gross (before 10% AGI disregard) casualty or theft loss,      29,      30,      31,      32,      33,      35,      36,      38,      40,      40,      42,      43,      45,      47,      48,      51,      53,      55,      58
-iitax,Federal income tax liability,    6550,    7474,    7521,    7477,    8281,    8746,    8933,    6452,    8236,   11302,   11401,   11418,   11561,   11753,   12020,   12349,   12706,   13083,   13470
-k1bx14p,Partner self-employment earnings/loss for taxpayer (included in e26270 total),    -213,    -239,    -187,    -162,    -144,    -139,    -133,    -128,    -158,    -170,    -171,    -167,    -161,    -156,    -148,    -139,    -128,    -110,     -92
-k1bx14s,Partner self-employment earnings/loss for spouse (included in e26270 total),      -7,      -9,       0,       2,       8,      10,      11,      11,      14,      14,      13,      13,      13,      14,      16,      18,      22,      24,      28
+g20500,Itemizable gross (before 10% AGI disregard) casualty or theft loss,      31,      33,      34,      37,      38,      39,      41,      43,      46,      48,      50,      52,      55,      57,      57,      60,      63,      65,      67
+iitax,Federal income tax liability,   15674,   18530,   18940,   18350,   21199,   22570,   22410,   21251,   25771,   29615,   29456,   28645,   28406,   28300,   28595,   29202,   29952,   30851,   31597
+k1bx14p,Partner self-employment earnings/loss for taxpayer (included in e26270 total),    -712,    -804,    -813,    -795,    -868,    -924,    -938,    -873,   -1079,   -1123,   -1120,   -1099,   -1100,   -1075,   -1064,   -1081,   -1101,   -1121,   -1134
+k1bx14s,Partner self-employment earnings/loss for spouse (included in e26270 total),      25,      24,      33,      27,      34,      38,      40,      38,      48,      49,      49,      50,      53,      52,      52,      58,      59,      61,      67
 nu06,Number of dependents under 6 years old,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
 nu13,Number of dependents under 13 years old,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-p08000,Other tax credits (but not including Sch R credit),       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1
-p22250,Sch D: Net short-term capital gains/losses,    -120,    -173,    -172,    -151,    -195,    -212,    -202,    -269,    -309,    -329,    -322,    -290,    -276,    -269,    -265,    -264,    -265,    -268,    -259
-p23250,Sch D: Net long-term capital gains/losses,    2284,    3191,    3138,    2776,    3680,    3914,    3598,    4655,    5267,    5495,    5253,    4754,    4465,    4294,    4221,    4224,    4265,    4339,    4428
-payrolltax,Payroll taxes (ee+er) for OASDI+HI,    5193,    5382,    5440,    5516,    5676,    5834,    6009,    6035,    6463,    6872,    7131,    7292,    7444,    7619,    7817,    8027,    8240,    8465,    8708
-pencon_p,Contributions to defined-contribution pension plans for taxpayer,     856,     897,     916,     941,     963,     996,    1029,    1029,    1111,    1193,    1230,    1256,    1284,    1316,    1351,    1387,    1425,    1461,    1503
-pencon_s,Contributions to defined-contribution pension plans for spouse,     393,     410,     421,     424,     440,     452,     466,     465,     501,     538,     554,     565,     576,     589,     603,     618,     632,     646,     662
+p08000,Other tax credits (but not including Sch R credit),       1,       1,       1,       1,       1,       1,       1,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2
+p22250,Sch D: Net short-term capital gains/losses,   -2188,   -3065,   -3207,   -2811,   -3969,   -4160,   -3846,   -5021,   -5733,   -6006,   -5770,   -5257,   -4991,   -4873,   -4851,   -4874,   -4871,   -5000,   -5071
+p23250,Sch D: Net long-term capital gains/losses,   13242,   18920,   18990,   16996,   22694,   24098,   22257,   28972,   32848,   34522,   33128,   30175,   28317,   27280,   27127,   27317,   27683,   28316,   29000
+payrolltax,Payroll taxes (ee+er) for OASDI+HI,    5245,    5427,    5492,    5545,    5745,    5916,    6096,    6141,    6580,    6984,    7246,    7412,    7568,    7752,    7960,    8182,    8406,    8642,    8900
+pencon_p,Contributions to defined-contribution pension plans for taxpayer,     826,     862,     882,     900,     926,     959,     993,     992,    1071,    1150,    1185,    1211,    1237,    1269,    1304,    1340,    1377,    1413,    1456
+pencon_s,Contributions to defined-contribution pension plans for spouse,     373,     388,     398,     401,     416,     429,     443,     442,     477,     512,     527,     537,     548,     561,     575,     590,     604,     620,     636
diff --git a/taxcalc/tests/pufcsv_agg_expect.csv b/taxcalc/tests/pufcsv_agg_expect.csv
index 1eb85217f..f2dc5f5b5 100644
--- a/taxcalc/tests/pufcsv_agg_expect.csv
+++ b/taxcalc/tests/pufcsv_agg_expect.csv
@@ -1,26 +1,26 @@
 ,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026
 Returns (#m),190.9,194.3,197.3,200.1,202.9,205.6,208.4,211.2,214.0,216.8
-AGI ($b),11078.7,11816.9,12247.1,12673.1,14196.4,15082.8,15676.3,16093.1,16584.5,17003.7
-Itemizers (#m),45.7,19.5,20.1,20.8,23.1,22.5,21.3,21.6,22.0,51.9
-Itemized Deduction ($b),1274.1,605.2,636.3,686.0,767.2,768.9,762.7,794.2,832.4,1986.9
-Standard Deduction Filers (#m),145.2,174.7,177.1,179.2,179.8,183.1,187.0,189.6,191.9,164.8
-Standard Deduction ($b),1239.3,2862.1,2951.5,3040.2,3076.8,3239.2,3509.0,3659.4,3784.5,1794.6
-Personal Exemption ($b),1365.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1897.0
-Taxable Income ($b),8112.4,9179.0,9519.8,9846.2,11244.1,12043.6,12452.8,12728.9,13094.9,12659.1
-Regular Tax ($b),1656.8,1712.3,1778.1,1849.3,2132.1,2310.9,2370.8,2413.5,2480.6,2627.0
-AMT Income ($b),10512.6,11427.7,11835.2,12223.8,13691.7,14573.3,15167.1,15558.7,16020.7,16113.9
-AMT Liability ($b),51.3,23.2,24.1,24.8,28.1,28.4,29.5,30.7,32.1,82.8
-AMT Filers (#m),5.7,0.6,0.6,0.3,0.7,0.7,0.6,0.6,0.6,7.3
-Tax before Credits ($b),1708.1,1735.5,1802.2,1874.1,2160.2,2339.3,2400.3,2444.3,2512.7,2709.9
-Refundable Credits ($b),102.9,117.4,118.5,642.1,784.4,118.0,124.6,127.8,131.1,117.6
-Nonrefundable Credits ($b),67.0,127.3,129.2,128.3,49.6,141.5,142.0,142.5,143.6,75.0
+AGI ($b),18135.0,20098.9,20394.1,21954.7,25286.6,26869.0,27415.3,27390.1,27700.2,27171.9
+Itemizers (#m),45.8,20.9,21.6,22.3,24.5,24.1,23.1,23.3,23.8,52.4
+Itemized Deduction ($b),1638.6,835.7,878.1,945.8,1046.0,1057.7,1073.8,1122.0,1175.3,2617.4
+Standard Deduction Filers (#m),145.0,173.3,175.7,177.7,178.3,181.5,185.3,187.8,190.1,164.2
+Standard Deduction ($b),1246.5,2851.0,2940.5,3028.8,3065.7,3225.9,3491.3,3640.5,3764.7,1799.1
+Personal Exemption ($b),1341.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1879.9
+Taxable Income ($b),15566.6,17680.3,17849.7,19411.9,22689.6,24204.4,24534.3,24302.4,24452.3,23289.0
+Regular Tax ($b),3754.3,4015.9,4058.3,4437.5,5193.5,5562.8,5612.5,5543.9,5574.2,5652.3
+AMT Income ($b),18255.9,20427.3,20732.9,22302.4,25647.0,27251.2,27846.2,27822.9,28150.9,27354.8
+AMT Liability ($b),287.4,286.8,300.4,317.8,347.2,356.8,377.4,391.5,411.0,460.7
+AMT Filers (#m),6.6,1.9,1.9,1.5,2.2,2.1,2.1,2.0,2.0,8.3
+Tax before Credits ($b),4041.7,4302.8,4358.7,4755.2,5540.7,5919.6,5989.8,5935.4,5985.2,6112.9
+Refundable Credits ($b),102.2,117.3,118.5,636.3,780.3,118.1,124.9,128.3,131.7,117.4
+Nonrefundable Credits ($b),101.7,162.6,166.3,164.4,96.8,190.8,192.6,193.9,194.3,126.9
 Reform Surtaxes ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-Other Taxes ($b),40.0,44.8,43.6,52.2,59.5,63.1,63.2,60.8,60.1,58.3
-Ind Income Tax ($b),1578.3,1535.6,1598.1,1155.9,1385.7,2142.9,2196.9,2234.8,2298.1,2575.5
-Payroll Taxes ($b),1083.8,1133.3,1185.4,1207.5,1311.3,1413.2,1486.3,1539.9,1592.9,1651.4
-Combined Liability ($b),2662.0,2668.9,2783.5,2363.4,2697.0,3556.0,3683.2,3774.7,3891.0,4226.9
-With Income Tax <= 0 (#m),92.8,98.6,99.7,131.7,124.8,100.1,101.9,103.2,104.5,101.4
-With Combined Tax <= 0 (#m),63.4,65.6,66.8,102.2,94.3,68.8,70.3,71.4,72.7,72.6
+Other Taxes ($b),207.0,234.5,223.9,283.9,329.0,351.5,346.4,325.7,315.0,297.7
+Ind Income Tax ($b),4044.8,4257.3,4297.8,4238.3,4992.6,5962.1,6018.7,5938.9,5974.2,6166.3
+Payroll Taxes ($b),1097.0,1149.3,1202.7,1228.7,1335.0,1436.3,1510.2,1565.3,1619.6,1680.2
+Combined Liability ($b),5141.8,5406.7,5500.6,5467.1,6327.7,7398.4,7528.8,7504.1,7593.8,7846.5
+With Income Tax <= 0 (#m),91.3,97.0,98.1,130.1,123.2,98.2,100.0,101.3,102.5,99.1
+With Combined Tax <= 0 (#m),61.2,63.2,64.4,98.2,91.0,66.1,67.5,68.6,69.8,69.6
 UBI Benefits ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-"Total Benefits, Consumption Value ($b)",1052.3,1104.9,1174.1,1244.8,1494.0,1411.5,1514.7,1618.4,1720.1,1826.4
-Total Benefits Cost ($b),1052.3,1104.9,1174.1,1244.8,1494.0,1411.5,1514.7,1618.4,1720.1,1826.4
+"Total Benefits, Consumption Value ($b)",1000.1,1048.2,1111.8,1176.8,1420.3,1330.8,1425.1,1520.5,1613.6,1711.3
+Total Benefits Cost ($b),1000.1,1048.2,1111.8,1176.8,1420.3,1330.8,1425.1,1520.5,1613.6,1711.3
diff --git a/taxcalc/tests/pufcsv_mtr_expect.txt b/taxcalc/tests/pufcsv_mtr_expect.txt
index f615d0ebd..aa1688853 100644
--- a/taxcalc/tests/pufcsv_mtr_expect.txt
+++ b/taxcalc/tests/pufcsv_mtr_expect.txt
@@ -5,59 +5,59 @@ PTAX mtr histogram bin edges:
 ITAX mtr histogram bin edges:
      [-1.0, -0.3, -0.2, -0.1, 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 1.0]
 PTAX and ITAX mtr histogram bin counts for e00200p:
-252868 :      0  31688      0      0      0      0      0 212978   8202      0
-252868 :   7375     73   1968  13075  45788  75970  50475  32283  25081    780
+252868 :      0  31665      0      0      0      0      0 213000   8203      0
+252868 :   7375     73   1968  13077  45795  75953  50488  32284  25073    782
 PTAX and ITAX mtr histogram bin counts for e00200s:
-119177 :      0  20320      0      0      0      0      0  89689   9168      0
-119177 :   1449     22    766   2748  11478  31188  26118  24102  20739    567
+119177 :      0  20308      0      0      0      0      0  89701   9168      0
+119177 :   1449     22    766   2750  11486  31171  26130  24100  20734    569
 PTAX and ITAX mtr histogram bin counts for e00900p:
-252868 : 213350   6583      0      0      0      0      0  32935      0      0
-252868 :   7375     73   1967  12885  47672  74880  51674  32975  22724    643
+252868 : 213351   6567      0      0      0      0      0  32950      0      0
+252868 :   7375     73   1967  12888  47679  74863  51687  32973  22719    644
 PTAX and ITAX mtr histogram bin counts for e00300:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
+252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
 PTAX and ITAX mtr histogram bin counts for e00400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0 249271   3332    262      3      0      0
+252868 :      0      0      0      0 249267   3335    263      3      0      0
 PTAX and ITAX mtr histogram bin counts for e00600:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
+252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
 PTAX and ITAX mtr histogram bin counts for e00650:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      5     62 145112  46819  59773    658    412     27
+252868 :      0      0      5     62 145112  46820  59773    656    413     27
 PTAX and ITAX mtr histogram bin counts for e01400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
+252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
 PTAX and ITAX mtr histogram bin counts for e01700:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
+252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
 PTAX and ITAX mtr histogram bin counts for e02000:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
+252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
 PTAX and ITAX mtr histogram bin counts for e02400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0 114130  44782  59366  33592    965     33
+252868 :      0      0      0      0 114127  44789  59362  33592    965     33
 PTAX and ITAX mtr histogram bin counts for p22250:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      1      1  79195  76757  53030  24966  18408    510
+252868 :      0      0      1      1  79208  76737  53041  24961  18407    512
 PTAX and ITAX mtr histogram bin counts for p23250:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      1     48 152420  43642  51311   2837   2560     49
+252868 :      0      0      1     48 152421  43642  51311   2835   2561     49
 PTAX and ITAX mtr histogram bin counts for e18500:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  25489  25944  19603   7736 174096      0      0      0      0      0
+252868 :  25488  25946  19605   7735 174094      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e19200:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39723  32895  19901   4939 155410      0      0      0      0      0
+252868 :  39721  32898  19903   4937 155409      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e26270:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
+252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
 PTAX and ITAX mtr histogram bin counts for e19800:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39575  32461  19826   4910 156096      0      0      0      0      0
+252868 :  39573  32464  19828   4908 156095      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e20100:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39490  32426  19767   4904 156281      0      0      0      0      0
+252868 :  39488  32429  19769   4902 156280      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for k1bx14p:
-252868 : 213350   6583      0      0      0      0      0  32935      0      0
-252868 :   7375     73   1967  12885  47672  74880  51674  32975  22724    643
+252868 : 213351   6567      0      0      0      0      0  32950      0      0
+252868 :   7375     73   1967  12888  47679  74863  51687  32973  22719    644

From dff99a197b03ec5cbad1fd72406d9b7ceb56cfb6 Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Mon, 30 Jan 2023 20:58:56 -0500
Subject: [PATCH 6/8] update codecov version

---
 .github/workflows/build_and_test.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
index 1c795f4b9..f4eef9568 100644
--- a/.github/workflows/build_and_test.yml
+++ b/.github/workflows/build_and_test.yml
@@ -36,7 +36,7 @@ jobs:
         run: |
           pytest -m 'not requires_pufcsv and not pre_release and not local' --cov=./ --cov-report=xml
       - name: Upload coverage to Codecov
-        uses: codecov/codecov-action@v1
+        uses: codecov/codecov-action@v3
         with:
           token: ${{ secrets.CODECOV_TOKEN }} # not required for public repos
           file: ./coverage.xml

From 988857961ef2b377db21966749d3c858f112040b Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Wed, 1 Mar 2023 15:16:58 -0500
Subject: [PATCH 7/8] update puf expected for 2022 puf file

---
 taxcalc/tests/puf_var_wght_means_by_year.csv | 148 +++++++++----------
 taxcalc/tests/pufcsv_agg_expect.csv          |  52 +++----
 taxcalc/tests/pufcsv_mtr_expect.txt          |  46 +++---
 3 files changed, 123 insertions(+), 123 deletions(-)

diff --git a/taxcalc/tests/puf_var_wght_means_by_year.csv b/taxcalc/tests/puf_var_wght_means_by_year.csv
index 2d94e8785..51e776a33 100644
--- a/taxcalc/tests/puf_var_wght_means_by_year.csv
+++ b/taxcalc/tests/puf_var_wght_means_by_year.csv
@@ -1,80 +1,80 @@
 ,description,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026,2027,2028,2029,2030,2031
-c00100,Federal AGI,   75800,   86021,   87377,   85448,   94980,   99785,   99663,  106274,  120133,  125940,  126857,  125102,  124800,  125358,  127229,  130022,  133207,  136997,  140712
-c02500,OASDI benefits in AGI,    1249,    1322,    1359,    1407,    1430,    1510,    1606,    1717,    1882,    1991,    2165,    2316,    2460,    2616,    2778,    2955,    3138,    3334,    3540
-c04470,Post-phase-out itemized deduction,    7695,    7805,    7964,    8285,    8475,    8782,    9096,    9620,   10126,   10160,   10585,   11062,   11490,   11935,   12363,   12816,   13243,   13706,   14142
-c04600,Post-phase-out personal exemption,    6953,    6980,    7023,    7088,    7025,    7144,    7302,    7411,    7451,    7782,    8251,    8499,    8690,    8874,    9061,    9253,    9457,    9666,    9880
-c04800,Federal regular taxable income,   62086,   72583,   73786,   71404,   81607,   86246,   85492,   91866,  106065,  111722,  111480,  108599,  107551,  107295,  108445,  110531,  113209,  116392,  119516
-c05200,Regular tax on taxable income,   17486,   21282,   21596,   20575,   24311,   25853,   25326,   27757,   32562,   34367,   33901,   32537,   31898,   31541,   31706,   32217,   32949,   33861,   34723
-c07180,Child care credit,      16,      16,      16,      16,      16,      16,      16,      16,       0,      16,      16,      16,      16,      16,      16,      16,      16,      16,      16
-c07220,Child tax credit (adjusted),     153,     150,     145,     141,     138,     135,     131,     126,     364,     121,     114,     110,     107,     104,     101,      98,      95,      93,      91
-c09600,Federal AMT liability,    1319,    1344,    1406,    1477,    1504,    1568,    1622,    1730,    1804,    1817,    1907,    1966,    2044,    2120,    2197,    2302,    2377,    2461,    2454
-c11070,Extra child tax credit (refunded),     146,     142,     137,     134,     128,     125,     123,     124,       0,     110,     112,     111,     110,     109,     107,     105,     104,     102,     101
-c21040,Itemized deduction that is phased out,     731,     870,     881,     855,     993,    1059,    1052,    1108,    1308,    1363,    1359,    1332,    1323,    1313,    1326,    1352,    1386,    1427,    1457
-cmbtp,Estimate of income on (AMT) Form 6251 but not in AGI,    4414,    4483,    4732,    4943,    5109,    5350,    5515,    5799,    6196,    6296,    6575,    6726,    6958,    7142,    7372,    7707,    7958,    8217,    8130
+c00100,Federal AGI,   50840,   54457,   54942,   55071,   58024,   60320,   61591,   62889,   69393,   72742,   74619,   75622,   76915,   78447,   80285,   82388,   84624,   87009,   89526
+c02500,OASDI benefits in AGI,    1295,    1394,    1416,    1479,    1501,    1587,    1688,    1813,    1993,    2112,    2306,    2474,    2636,    2808,    2986,    3183,    3387,    3601,    3825
+c04470,Post-phase-out itemized deduction,    5907,    6036,    6149,    6382,    6562,    6800,    7007,    7407,    7876,    7901,    8128,    8427,    8717,    9015,    9305,    9615,    9919,   10248,   10581
+c04600,Post-phase-out personal exemption,    7105,    7131,    7163,    7217,    7149,    7261,    7410,    7518,    7557,    7882,    8352,    8594,    8778,    8956,    9138,    9324,    9523,    9725,    9932
+c04800,Federal regular taxable income,   35754,   39297,   39664,   39592,   42568,   44509,   45382,   46164,   52111,   55146,   56169,   56525,   57281,   58262,   59558,   61095,   62764,   64548,   66444
+c05200,Regular tax on taxable income,    7672,    8732,    8725,    8585,    9500,    9994,   10122,   10382,   11944,   12734,   12813,   12748,   12837,   12987,   13229,   13545,   13898,   14277,   14669
+c07180,Child care credit,      17,      17,      17,      17,      17,      17,      17,      17,       0,      17,      17,      17,      17,      17,      16,      16,      16,      16,      16
+c07220,Child tax credit (adjusted),     158,     155,     147,     143,     139,     133,     129,     123,     360,     116,     109,     104,     101,      97,      94,      91,      88,      85,      82
+c09600,Federal AMT liability,     212,     227,     240,     251,     268,     280,     287,     310,     336,     331,     338,     350,     362,     375,     387,     401,     414,     428,     439
+c11070,Extra child tax credit (refunded),     150,     144,     138,     133,     126,     123,     120,     121,       0,     108,     109,     109,     108,     106,     104,     102,     101,     100,      98
+c21040,Itemized deduction that is phased out,     203,     242,     231,     219,     255,     270,     271,     282,     332,     352,     349,     343,     343,     343,     347,     354,     361,     369,     375
+cmbtp,Estimate of income on (AMT) Form 6251 but not in AGI,     370,     386,     403,     416,     434,     452,     463,     488,     521,     521,     538,     557,     575,     596,     613,     634,     655,     676,     681
 data_source,1 if unit is created primarily from IRS-SOI PUF data; 0 if created primarily from CPS data (not used in tax-calculation logic),       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1
-e00200,"Wages, salaries, and tips for filing unit net of pension contributions",   34616,   36234,   36598,   36978,   38259,   39579,   40878,   40838,   44037,   47272,   48694,   49723,   50753,   51957,   53339,   54778,   56211,   57732,   59388
-e00300,Taxable interest income,     854,     813,     827,     842,     920,     950,     965,     938,     948,     936,    1028,    1143,    1242,    1329,    1405,    1487,    1569,    1660,    1746
-e00400,Tax-exempt interest income,     658,     629,     619,     633,     677,     693,     700,     680,     685,     674,     744,     821,     889,     950,     995,    1047,    1092,    1141,    1190
-e00600,Ordinary dividends included in AGI,    1622,    1942,    1929,    1881,    2068,    2208,    2292,    2232,    2213,    2384,    2556,    2686,    2785,    2843,    2872,    2898,    2944,    3004,    3074
-e00650,Qualified dividends included in ordinary dividends,    1079,    1296,    1283,    1252,    1366,    1455,    1509,    1469,    1456,    1567,    1674,    1759,    1825,    1863,    1881,    1892,    1921,    1959,    1999
-e00700,Taxable refunds of state and local income taxes,     246,     257,     267,     275,     289,     298,     306,     323,     342,     346,     360,     372,     384,     395,     408,     422,     432,     445,     458
-e00800,Alimony received,      42,      44,      48,      49,      54,      57,      59,      62,      66,      67,      70,      73,      75,      78,      81,      84,      88,      90,      94
-e00900,Sch C business net profit/loss for filing unit,    2530,    2673,    2785,    2733,    2855,    2960,    2947,    2934,    3151,    3331,    3441,    3509,    3575,    3655,    3731,    3834,    3939,    4051,    4158
-e01100,Capital gain distributions not reported on Sch D,      11,      15,      15,      14,      19,      20,      18,      24,      27,      28,      27,      25,      24,      23,      23,      23,      23,      24,      24
-e01200,Other net gain/loss from Form 4797,   -1192,   -1659,   -1725,   -1532,   -2066,   -2192,   -2023,   -2639,   -2988,   -3146,   -3049,   -2779,   -2637,   -2559,   -2528,   -2529,   -2578,   -2619,   -2696
-e01400,Taxable IRA distributions,    2068,    2170,    2278,    2383,    2512,    2632,    2726,    2907,    3115,    3194,    3359,    3510,    3645,    3805,    3951,    4115,    4274,    4427,    4586
-e01500,Total pensions and annuities,    8802,    9172,    9561,    9900,   10274,   10674,   11017,   11699,   12507,   12711,   13314,   13846,   14382,   14880,   15413,   15988,   16523,   17099,   17640
-e01700,Taxable pensions and annuities,    3546,    3667,    3801,    3895,    4051,    4227,    4368,    4636,    4959,    5051,    5298,    5510,    5723,    5942,    6161,    6399,    6630,    6878,    7122
-e02000,"Sch E total rental, royalty, partnership, S-corporation, etc, income/loss (includes e26270 and e27200)",   15220,   16899,   17664,   17443,   18748,   19988,   20230,   18952,   23464,   24476,   24631,   24329,   24337,   24104,   24207,   24659,   25184,   25934,   26405
-e02100,Farm net income/loss for filing unit from Sch F,     173,     156,      79,      84,      76,      73,      72,     127,     174,     111,      90,      77,      70,      64,      61,      60,      58,      57,      60
-e02300,Unemployment insurance benefits,     282,     181,     147,     138,     129,     119,     112,     115,     986,     150,     112,     127,     137,     148,     160,     174,     185,     192,     198
-e02400,Total social security (OASDI) benefits,    4703,    4845,    4956,    5043,    5108,    5277,    5524,    5767,    6014,    6321,    6726,    7073,    7403,    7747,    8101,    8472,    8848,    9232,    9623
-e03150,Total deductible IRA contributions,      77,      79,      83,      86,      89,      93,      95,     101,     107,     108,     112,     116,     119,     123,     127,     131,     137,     141,     146
-e03210,Student loan interest,      55,      55,      57,      59,      61,      63,      65,      68,      72,      73,      76,      78,      80,      83,      85,      88,      91,      94,      97
-e03220,Educator expenses,       5,       5,       6,       6,       6,       6,       6,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,      10
-e03230,Tuition and fees from Form 8917,      24,      25,      26,      26,      27,      28,      29,      30,      32,      32,      34,      35,      36,      37,      38,      39,      40,      42,      43
-e03240,Domestic production activities from Form 8903,     273,     283,     298,     306,     323,     334,     342,     361,     383,     387,     402,     412,     424,     438,     453,     466,     481,     497,     511
-e03270,Self-employed health insurance deduction,     310,     317,     327,     342,     349,     355,     362,     375,     379,     386,     360,     363,     366,     370,     374,     378,     382,     387,     393
-e03290,Health savings account deduction from Form 8889,      33,      33,      34,      36,      37,      37,      38,      39,      39,      40,      37,      38,      38,      38,      38,      39,      39,      40,      40
-e03300,"Contributions to SEP, SIMPLE and qualified plans",     371,     384,     404,     414,     433,     448,     459,     482,     509,     514,     535,     553,     568,     585,     596,     613,     630,     647,     661
-e03400,Penalty on early withdrawal of savings,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       6,       6,       6,       6,       6,       6,       7,       7,       7
-e03500,Alimony paid,      31,      32,      33,      34,      35,      36,      37,      39,      41,      42,      44,      45,      47,      48,      50,      51,      52,      54,      56
-e07240,Retirement savings contributions credit from Form 8880,       6,       6,       7,       7,       7,       7,       7,       8,       8,       8,       9,       9,       9,       9,      10,      10,      10,      11,      11
-e07260,Residential energy credit from Form 5695,      12,      12,      12,      13,      13,      14,      14,      15,      16,      16,      17,      17,      18,      18,      19,      19,      20,      21,      22
-e07300,Foreign tax credit from Form 1116,     220,     222,     213,     212,     214,     229,     232,     217,     269,     282,     282,     279,     269,     263,     267,     272,     276,     283,     291
-e07400,General business credit from Form 3800,      63,      64,      62,      63,      63,      68,      69,      65,      80,      83,      84,      82,      82,      82,      82,      84,      86,      89,      92
-e07600,Prior year minimum tax credit from Form 8801,      12,      13,      14,      14,      15,      15,      16,      16,      17,      18,      18,      19,      20,      20,      21,      22,      22,      23,      24
-e09700,Recapture of Investment Credit,       1,       2,       2,       1,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       3,       3,       3,       3,       3
+e00200,"Wages, salaries, and tips for filing unit net of pension contributions",   35512,   37221,   37448,   37946,   39051,   40312,   41580,   41529,   44780,   48058,   49497,   50528,   51559,   52772,   54132,   55527,   56933,   58410,   59988
+e00300,Taxable interest income,     537,     499,     497,     500,     538,     550,     554,     534,     535,     523,     570,     629,     678,     719,     752,     788,     821,     857,     893
+e00400,Tax-exempt interest income,     343,     326,     322,     327,     353,     365,     369,     359,     363,     358,     394,     436,     471,     503,     526,     552,     574,     600,     620
+e00600,Ordinary dividends included in AGI,    1179,    1397,    1392,    1356,    1479,    1578,    1631,    1586,    1567,    1681,    1805,    1891,    1953,    1987,    2004,    2024,    2055,    2099,    2150
+e00650,Qualified dividends included in ordinary dividends,     846,    1001,     992,     966,    1048,    1115,    1151,    1118,    1103,    1182,    1267,    1327,    1369,    1392,    1402,    1414,    1435,    1465,    1501
+e00700,Taxable refunds of state and local income taxes,     163,     170,     174,     179,     186,     191,     196,     206,     219,     221,     229,     237,     244,     252,     259,     267,     274,     283,     291
+e00800,Alimony received,      47,      52,      60,      61,      70,      73,      76,      81,      86,      87,      91,      95,      98,     102,     106,     110,     115,     119,     123
+e00900,Sch C business net profit/loss for filing unit,    1657,    1740,    1774,    1752,    1814,    1874,    1868,    1865,    2006,    2120,    2184,    2223,    2268,    2319,    2374,    2441,    2510,    2581,    2655
+e01100,Capital gain distributions not reported on Sch D,      13,      18,      18,      16,      22,      24,      22,      29,      32,      34,      32,      29,      28,      27,      27,      27,      28,      28,      29
+e01200,Other net gain/loss from Form 4797,    -119,    -164,    -163,    -147,    -188,    -198,    -181,    -235,    -267,    -277,    -266,    -243,    -228,    -222,    -216,    -215,    -217,    -221,    -232
+e01400,Taxable IRA distributions,    1390,    1489,    1627,    1721,    1890,    1994,    2084,    2228,    2403,    2464,    2599,    2722,    2846,    2973,    3096,    3233,    3367,    3508,    3648
+e01500,Total pensions and annuities,    5494,    5708,    5855,    5915,    6150,    6371,    6548,    6900,    7337,    7419,    7721,    7995,    8243,    8498,    8753,    9023,    9292,    9562,    9839
+e01700,Taxable pensions and annuities,    3503,    3638,    3690,    3703,    3819,    3944,    4041,    4245,    4495,    4533,    4707,    4857,    4997,    5144,    5290,    5451,    5613,    5787,    5965
+e02000,"Sch E total rental, royalty, partnership, S-corporation, etc, income/loss (includes e26270 and e27200)",    3365,    3727,    3814,    3772,    4017,    4275,    4324,    4040,    4991,    5193,    5205,    5125,    5137,    5075,    5073,    5151,    5295,    5437,    5574
+e02100,Farm net income/loss for filing unit from Sch F,     -45,     -41,     -19,     -20,     -15,     -14,     -13,     -24,     -33,     -23,     -19,     -17,     -15,     -14,     -13,     -12,     -12,     -10,     -10
+e02300,Unemployment insurance benefits,     289,     187,     150,     141,     131,     120,     112,     115,     988,     150,     112,     127,     136,     147,     159,     172,     182,     188,     194
+e02400,Total social security (OASDI) benefits,    4837,    5027,    5154,    5271,    5380,    5568,    5839,    6106,    6376,    6714,    7156,    7537,    7902,    8279,    8665,    9072,    9484,    9901,   10322
+e03150,Total deductible IRA contributions,      63,      64,      66,      69,      69,      72,      74,      78,      83,      84,      87,      90,      93,      96,     100,     103,     107,     111,     115
+e03210,Student loan interest,      55,      55,      57,      58,      59,      62,      63,      66,      70,      71,      73,      75,      78,      80,      82,      85,      87,      89,      92
+e03220,Educator expenses,       6,       6,       6,       6,       6,       7,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,       9,      10
+e03230,Tuition and fees from Form 8917,      24,      25,      25,      26,      26,      27,      28,      29,      31,      31,      33,      34,      35,      36,      37,      38,      39,      40,      42
+e03240,Domestic production activities from Form 8903,      51,      53,      53,      54,      56,      57,      58,      61,      64,      65,      67,      69,      71,      73,      75,      76,      78,      80,      81
+e03270,Self-employed health insurance deduction,     152,     155,     160,     171,     174,     177,     181,     188,     189,     193,     180,     181,     183,     186,     188,     191,     195,     199,     204
+e03290,Health savings account deduction from Form 8889,      19,      19,      20,      21,      21,      22,      22,      23,      23,      23,      22,      22,      22,      22,      22,      23,      23,      23,      24
+e03300,"Contributions to SEP, SIMPLE and qualified plans",     114,     117,     115,     118,     118,     121,     123,     129,     136,     137,     142,     146,     150,     154,     157,     161,     165,     169,     173
+e03400,Penalty on early withdrawal of savings,       3,       3,       3,       3,       4,       4,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       5,       5,       6
+e03500,Alimony paid,      41,      45,      44,      46,      46,      47,      48,      51,      54,      54,      56,      58,      60,      62,      64,      65,      66,      68,      69
+e07240,Retirement savings contributions credit from Form 8880,       6,       6,       6,       6,       6,       6,       7,       7,       7,       7,       8,       8,       8,       8,       9,       9,       9,      10,      10
+e07260,Residential energy credit from Form 5695,       9,       9,      10,      10,      11,      11,      11,      12,      12,      13,      13,      14,      14,      14,      15,      15,      16,      16,      17
+e07300,Foreign tax credit from Form 1116,      94,      97,      91,      88,      92,      97,      98,      91,     113,     117,     117,     115,     115,     113,     113,     115,     118,     121,     122
+e07400,General business credit from Form 3800,      17,      16,      16,      15,      15,      16,      16,      15,      19,      20,      20,      19,      19,      19,      19,      19,      20,      21,      21
+e07600,Prior year minimum tax credit from Form 8801,       3,       3,       3,       3,       4,       4,       4,       4,       4,       4,       5,       5,       5,       5,       5,       5,       5,       6,       6
+e09700,Recapture of Investment Credit,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
 e09800,Unreported payroll taxes from Form 4137 or 8919,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-e09900,Penalty tax on qualified retirement plans,      41,      42,      44,      45,      48,      49,      50,      53,      55,      56,      58,      60,      61,      63,      65,      67,      68,      71,      73
-e11200,Excess payroll (FICA/RRTA) tax withheld,      10,      10,      11,      11,      12,      12,      13,      13,      14,      14,      15,      15,      16,      16,      16,      17,      17,      18,      18
-e17500,Itemizable medical and dental expenses.  WARNING: this variable is zero below the floor in PUF data.,     774,     798,     822,     860,     889,     912,     941,     986,    1001,    1031,     971,     989,    1008,    1025,    1045,    1064,    1084,    1104,    1122
-e18400,Itemizable state and local income/sales taxes,    2779,    2920,    3012,    3102,    3251,    3363,    3452,    3634,    3852,    3894,    4054,    4194,    4319,    4460,    4602,    4759,    4900,    5062,    5203
-e18500,Itemizable real-estate taxes paid,    1367,    1426,    1486,    1535,    1604,    1665,    1714,    1809,    1926,    1951,    2038,    2112,    2185,    2260,    2332,    2411,    2490,    2572,    2656
-e19200,Itemizable interest paid,    2144,    2096,    2075,    2095,    2147,    2244,    2325,    2467,    2639,    2689,    2820,    2940,    3055,    3175,    3293,    3426,    3559,    3697,    3841
-e19800,Itemizable charitable giving: cash/check contributions.  WARNING: this variable is already capped in PUF data.,    1446,    1528,    1571,    1614,    1686,    1751,    1804,    1905,    2027,    2055,    2151,    2231,    2307,    2379,    2455,    2538,    2619,    2704,    2788
-e20100,Itemizable charitable giving: other than cash/check contributions.  WARNING: this variable is already capped in PUF data.,     406,     433,     448,     462,     484,     497,     512,     541,     574,     578,     604,     627,     641,     664,     698,     722,     749,     770,     772
-e20400,Itemizable miscellaneous deductions.  WARNING: this variable is zero below the floor in PUF data.,     965,    1006,    1002,    1042,    1064,    1107,    1139,    1202,    1278,    1294,    1353,    1401,    1448,    1491,    1538,    1592,    1642,    1703,    1757
-e24515,Sch D: Un-Recaptured Section 1250 Gain,     551,     769,     777,     702,     948,    1025,     951,    1235,    1390,    1467,    1366,    1246,    1175,    1143,    1128,    1132,    1167,    1189,    1243
-e24518,Sch D: 28% Rate Gain or Loss,      97,     142,     144,     124,     174,     187,     174,     227,     259,     264,     253,     230,     218,     211,     209,     210,     208,     210,     215
-e26270,Sch E: Combined partnership and S-corporation net income/loss (includes k1bx14p and k1bx14s amounts and is included in e02000),   12240,   13281,   13932,   13688,   14982,   15897,   16045,   15005,   18542,   19304,   19388,   19115,   19057,   18835,   18893,   19224,   19519,   20065,   20383
-e27200,Sch E: Farm rent net income or loss (included in e02000),      57,      62,      63,      63,      68,      74,      75,      71,      90,      94,      97,      97,      97,      97,      98,     101,     106,     111,     112
-e32800,Child/dependent-care expenses for qualifying persons from Form 2441,     103,     105,     108,     110,     114,     117,     120,     125,     132,     133,     138,     141,     144,     148,     152,     157,     161,     166,     171
-e58990,Investment income elected amount from Form 4952,      72,      74,      81,      82,      88,      92,      94,      99,     106,     107,     110,     115,     117,     122,     125,     130,     137,     138,     141
-e62900,Alternative Minimum Tax foreign tax credit from Form 6251,     192,     204,     204,     212,     219,     228,     234,     246,     261,     265,     275,     285,     282,     288,     300,     309,     314,     323,     334
-e87521,Total tentative AmOppCredit amount for all students,     170,     175,     180,     182,     190,     196,     201,     211,     223,     225,     233,     240,     247,     254,     262,     270,     278,     287,     296
-e87530,Adjusted qualified lifetime learning expenses for all students,      93,      94,      98,      99,     104,     107,     110,     116,     123,     123,     128,     132,     135,     139,     144,     149,     153,     157,     161
-eitc,Federal EITC,     364,     359,     354,     346,     336,     335,     338,     345,     321,     331,     357,     367,     373,     378,     382,     386,     391,     397,     402
+e09900,Penalty tax on qualified retirement plans,      35,      37,      39,      40,      43,      45,      46,      47,      49,      49,      50,      52,      53,      54,      55,      56,      57,      59,      61
+e11200,Excess payroll (FICA/RRTA) tax withheld,      10,      11,      11,      12,      12,      13,      13,      13,      14,      14,      15,      15,      16,      16,      17,      17,      18,      18,      18
+e17500,Itemizable medical and dental expenses.  WARNING: this variable is zero below the floor in PUF data.,     799,     833,     861,     906,     938,     962,     995,    1045,    1063,    1097,    1034,    1054,    1077,    1097,    1119,    1140,    1164,    1188,    1212
+e18400,Itemizable state and local income/sales taxes,    1669,    1768,    1803,    1855,    1944,    2004,    2052,    2155,    2282,    2302,    2390,    2466,    2537,    2611,    2683,    2762,    2839,    2921,    3002
+e18500,Itemizable real-estate taxes paid,    1145,    1200,    1251,    1298,    1358,    1409,    1449,    1529,    1625,    1646,    1716,    1778,    1837,    1898,    1959,    2025,    2091,    2161,    2231
+e19200,Itemizable interest paid,    1878,    1841,    1817,    1844,    1884,    1965,    2032,    2154,    2303,    2343,    2456,    2557,    2656,    2758,    2860,    2973,    3085,    3203,    3329
+e19800,Itemizable charitable giving: cash/check contributions.  WARNING: this variable is already capped in PUF data.,     887,     932,     951,     979,    1018,    1054,    1082,    1141,    1214,    1229,    1282,    1327,    1370,    1416,    1461,    1511,    1558,    1607,    1657
+e20100,Itemizable charitable giving: other than cash/check contributions.  WARNING: this variable is already capped in PUF data.,     224,     235,     233,     239,     245,     253,     259,     274,     290,     293,     305,     315,     324,     334,     344,     355,     366,     377,     390
+e20400,Itemizable miscellaneous deductions.  WARNING: this variable is zero below the floor in PUF data.,     713,     740,     759,     786,     811,     838,     860,     903,     957,     965,    1003,    1034,    1065,    1098,    1130,    1163,    1196,    1232,    1265
+e24515,Sch D: Un-Recaptured Section 1250 Gain,      79,     110,     112,     100,     137,     147,     136,     177,     202,     212,     204,     183,     174,     168,     166,     167,     171,     175,     182
+e24518,Sch D: 28% Rate Gain or Loss,      24,      34,      34,      30,      39,      41,      38,      49,      56,      59,      56,      51,      48,      46,      46,      45,      46,      46,      47
+e26270,Sch E: Combined partnership and S-corporation net income/loss (includes k1bx14p and k1bx14s amounts and is included in e02000),    2741,    2969,    3037,    2995,    3222,    3424,    3455,    3220,    3966,    4116,    4118,    4046,    4046,    3989,    3977,    4030,    4132,    4232,    4315
+e27200,Sch E: Farm rent net income or loss (included in e02000),      35,      37,      38,      39,      44,      47,      49,      47,      59,      63,      64,      64,      64,      65,      66,      69,      72,      76,      80
+e32800,Child/dependent-care expenses for qualifying persons from Form 2441,     108,     111,     113,     114,     118,     121,     123,     128,     135,     136,     140,     144,     148,     151,     154,     158,     162,     167,     171
+e58990,Investment income elected amount from Form 4952,      14,      14,      15,      15,      16,      17,      17,      18,      19,      19,      20,      20,      20,      21,      21,      22,      22,      22,      22
+e62900,Alternative Minimum Tax foreign tax credit from Form 6251,      78,      86,      84,      84,      90,      93,      95,      99,     105,     106,     110,     113,     116,     119,     122,     125,     128,     132,     134
+e87521,Total tentative AmOppCredit amount for all students,     172,     176,     182,     184,     191,     197,     201,     211,     223,     224,     232,     239,     246,     253,     260,     268,     275,     284,     294
+e87530,Adjusted qualified lifetime learning expenses for all students,      93,      92,      94,      96,      99,     102,     105,     110,     116,     117,     121,     125,     129,     132,     136,     140,     144,     148,     152
+eitc,Federal EITC,     376,     369,     364,     352,     342,     341,     344,     350,     328,     339,     364,     374,     380,     385,     390,     394,     399,     405,     411
 elderly_dependents,number of dependents age 65+ in filing unit excluding taxpayer and spouse,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-g20500,Itemizable gross (before 10% AGI disregard) casualty or theft loss,      31,      33,      34,      37,      38,      39,      41,      43,      46,      48,      50,      52,      55,      57,      57,      60,      63,      65,      67
-iitax,Federal income tax liability,   15674,   18530,   18940,   18350,   21199,   22570,   22410,   21251,   25771,   29615,   29456,   28645,   28406,   28300,   28595,   29202,   29952,   30851,   31597
-k1bx14p,Partner self-employment earnings/loss for taxpayer (included in e26270 total),    -712,    -804,    -813,    -795,    -868,    -924,    -938,    -873,   -1079,   -1123,   -1120,   -1099,   -1100,   -1075,   -1064,   -1081,   -1101,   -1121,   -1134
-k1bx14s,Partner self-employment earnings/loss for spouse (included in e26270 total),      25,      24,      33,      27,      34,      38,      40,      38,      48,      49,      49,      50,      53,      52,      52,      58,      59,      61,      67
+g20500,Itemizable gross (before 10% AGI disregard) casualty or theft loss,      29,      30,      31,      32,      33,      35,      36,      38,      40,      40,      42,      43,      45,      47,      48,      51,      53,      55,      58
+iitax,Federal income tax liability,    6550,    7474,    7521,    7477,    8281,    8746,    8933,    6452,    8236,   11302,   11401,   11418,   11561,   11753,   12020,   12349,   12706,   13083,   13470
+k1bx14p,Partner self-employment earnings/loss for taxpayer (included in e26270 total),    -213,    -239,    -187,    -162,    -144,    -139,    -133,    -128,    -158,    -170,    -171,    -167,    -161,    -156,    -148,    -139,    -128,    -110,     -92
+k1bx14s,Partner self-employment earnings/loss for spouse (included in e26270 total),      -7,      -9,       0,       2,       8,      10,      11,      11,      14,      14,      13,      13,      13,      14,      16,      18,      22,      24,      28
 nu06,Number of dependents under 6 years old,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
 nu13,Number of dependents under 13 years old,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0,       0
-p08000,Other tax credits (but not including Sch R credit),       1,       1,       1,       1,       1,       1,       1,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2,       2
-p22250,Sch D: Net short-term capital gains/losses,   -2188,   -3065,   -3207,   -2811,   -3969,   -4160,   -3846,   -5021,   -5733,   -6006,   -5770,   -5257,   -4991,   -4873,   -4851,   -4874,   -4871,   -5000,   -5071
-p23250,Sch D: Net long-term capital gains/losses,   13242,   18920,   18990,   16996,   22694,   24098,   22257,   28972,   32848,   34522,   33128,   30175,   28317,   27280,   27127,   27317,   27683,   28316,   29000
-payrolltax,Payroll taxes (ee+er) for OASDI+HI,    5245,    5427,    5492,    5545,    5745,    5916,    6096,    6141,    6580,    6984,    7246,    7412,    7568,    7752,    7960,    8182,    8406,    8642,    8900
-pencon_p,Contributions to defined-contribution pension plans for taxpayer,     826,     862,     882,     900,     926,     959,     993,     992,    1071,    1150,    1185,    1211,    1237,    1269,    1304,    1340,    1377,    1413,    1456
-pencon_s,Contributions to defined-contribution pension plans for spouse,     373,     388,     398,     401,     416,     429,     443,     442,     477,     512,     527,     537,     548,     561,     575,     590,     604,     620,     636
+p08000,Other tax credits (but not including Sch R credit),       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1,       1
+p22250,Sch D: Net short-term capital gains/losses,    -120,    -173,    -172,    -151,    -195,    -212,    -202,    -269,    -309,    -329,    -322,    -290,    -276,    -269,    -265,    -264,    -265,    -268,    -259
+p23250,Sch D: Net long-term capital gains/losses,    2284,    3191,    3138,    2776,    3680,    3914,    3598,    4655,    5267,    5495,    5253,    4754,    4465,    4294,    4221,    4224,    4265,    4339,    4428
+payrolltax,Payroll taxes (ee+er) for OASDI+HI,    5193,    5382,    5440,    5516,    5676,    5834,    6009,    6035,    6463,    6872,    7131,    7292,    7444,    7619,    7817,    8027,    8240,    8465,    8708
+pencon_p,Contributions to defined-contribution pension plans for taxpayer,     856,     897,     916,     941,     963,     996,    1029,    1029,    1111,    1193,    1230,    1256,    1284,    1316,    1351,    1387,    1425,    1461,    1503
+pencon_s,Contributions to defined-contribution pension plans for spouse,     393,     410,     421,     424,     440,     452,     466,     465,     501,     538,     554,     565,     576,     589,     603,     618,     632,     646,     662
diff --git a/taxcalc/tests/pufcsv_agg_expect.csv b/taxcalc/tests/pufcsv_agg_expect.csv
index f2dc5f5b5..7eaca9335 100644
--- a/taxcalc/tests/pufcsv_agg_expect.csv
+++ b/taxcalc/tests/pufcsv_agg_expect.csv
@@ -1,26 +1,26 @@
-,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026
-Returns (#m),190.9,194.3,197.3,200.1,202.9,205.6,208.4,211.2,214.0,216.8
-AGI ($b),18135.0,20098.9,20394.1,21954.7,25286.6,26869.0,27415.3,27390.1,27700.2,27171.9
-Itemizers (#m),45.8,20.9,21.6,22.3,24.5,24.1,23.1,23.3,23.8,52.4
-Itemized Deduction ($b),1638.6,835.7,878.1,945.8,1046.0,1057.7,1073.8,1122.0,1175.3,2617.4
-Standard Deduction Filers (#m),145.0,173.3,175.7,177.7,178.3,181.5,185.3,187.8,190.1,164.2
-Standard Deduction ($b),1246.5,2851.0,2940.5,3028.8,3065.7,3225.9,3491.3,3640.5,3764.7,1799.1
-Personal Exemption ($b),1341.3,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1879.9
-Taxable Income ($b),15566.6,17680.3,17849.7,19411.9,22689.6,24204.4,24534.3,24302.4,24452.3,23289.0
-Regular Tax ($b),3754.3,4015.9,4058.3,4437.5,5193.5,5562.8,5612.5,5543.9,5574.2,5652.3
-AMT Income ($b),18255.9,20427.3,20732.9,22302.4,25647.0,27251.2,27846.2,27822.9,28150.9,27354.8
-AMT Liability ($b),287.4,286.8,300.4,317.8,347.2,356.8,377.4,391.5,411.0,460.7
-AMT Filers (#m),6.6,1.9,1.9,1.5,2.2,2.1,2.1,2.0,2.0,8.3
-Tax before Credits ($b),4041.7,4302.8,4358.7,4755.2,5540.7,5919.6,5989.8,5935.4,5985.2,6112.9
-Refundable Credits ($b),102.2,117.3,118.5,636.3,780.3,118.1,124.9,128.3,131.7,117.4
-Nonrefundable Credits ($b),101.7,162.6,166.3,164.4,96.8,190.8,192.6,193.9,194.3,126.9
-Reform Surtaxes ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-Other Taxes ($b),207.0,234.5,223.9,283.9,329.0,351.5,346.4,325.7,315.0,297.7
-Ind Income Tax ($b),4044.8,4257.3,4297.8,4238.3,4992.6,5962.1,6018.7,5938.9,5974.2,6166.3
-Payroll Taxes ($b),1097.0,1149.3,1202.7,1228.7,1335.0,1436.3,1510.2,1565.3,1619.6,1680.2
-Combined Liability ($b),5141.8,5406.7,5500.6,5467.1,6327.7,7398.4,7528.8,7504.1,7593.8,7846.5
-With Income Tax <= 0 (#m),91.3,97.0,98.1,130.1,123.2,98.2,100.0,101.3,102.5,99.1
-With Combined Tax <= 0 (#m),61.2,63.2,64.4,98.2,91.0,66.1,67.5,68.6,69.8,69.6
-UBI Benefits ($b),0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0
-"Total Benefits, Consumption Value ($b)",1000.1,1048.2,1111.8,1176.8,1420.3,1330.8,1425.1,1520.5,1613.6,1711.3
-Total Benefits Cost ($b),1000.1,1048.2,1111.8,1176.8,1420.3,1330.8,1425.1,1520.5,1613.6,1711.3
+,2017,2018,2019,2020,2021,2022,2023,2024,2025,2026
+Returns (#m),190.9,194.3,197.3,200.1,202.9,205.6,208.4,211.2,214,216.8
+AGI ($b),11078.7,11816.9,12247.1,12673.1,14196.4,15082.8,15676.3,16093.1,16584.5,17003.7
+Itemizers (#m),45.7,19.5,20.1,20.8,23.1,22.5,21.3,21.6,22,51.9
+Itemized Deduction ($b),1274.1,605.2,636.3,686,767.2,768.9,762.7,794.2,832.4,1986.9
+Standard Deduction Filers (#m),145.2,174.7,177.1,179.2,179.8,183.1,187,189.6,191.9,164.8
+Standard Deduction ($b),1239.3,2862.1,2951.5,3040.2,3076.8,3239.2,3509,3659.4,3784.5,1794.6
+Personal Exemption ($b),1365,0,0,0,0,0,0,0,0,1897
+Taxable Income ($b),8112.4,9179,9519.8,9846.2,11244.1,12043.6,12452.8,12728.9,13094.9,12659.1
+Regular Tax ($b),1656.8,1712.3,1778.1,1849.3,2132.1,2310.9,2370.8,2413.5,2480.6,2627
+AMT Income ($b),10512.6,11427.7,11835.2,12223.8,13691.7,14573.3,15167.1,15558.7,16020.7,16113.9
+AMT Liability ($b),51.3,23.2,24.1,24.8,28.1,28.4,29.5,30.7,32.1,82.8
+AMT Filers (#m),5.7,0.6,0.6,0.3,0.7,0.7,0.6,0.6,0.6,7.3
+Tax before Credits ($b),1708.1,1735.5,1802.2,1874.1,2160.2,2339.3,2400.3,2444.3,2512.7,2709.9
+Refundable Credits ($b),102.9,117.4,118.5,642.1,784.4,118.5,125.2,128.4,131.7,118.2
+Nonrefundable Credits ($b),67,127.3,129.2,128.3,49.6,141.5,142,142.5,143.6,75
+Reform Surtaxes ($b),0,0,0,0,0,0,0,0,0,0
+Other Taxes ($b),40,44.8,43.6,52.2,59.5,63.1,63.2,60.8,60.1,58.3
+Ind Income Tax ($b),1578.3,1535.6,1598.1,1155.9,1385.7,2142.4,2196.3,2234.2,2297.5,2574.9
+Payroll Taxes ($b),1083.8,1133.3,1185.4,1207.5,1311.3,1413.2,1486.3,1539.9,1592.9,1651.4
+Combined Liability ($b),2662,2668.9,2783.5,2363.4,2697,3555.5,3682.6,3774.1,3890.5,4226.2
+With Income Tax <= 0 (#m),92.8,98.6,99.7,131.7,124.8,100.1,101.9,103.3,104.5,101.5
+With Combined Tax <= 0 (#m),63.4,65.6,66.8,102.2,94.3,68.8,70.3,71.5,72.7,72.6
+UBI Benefits ($b),0,0,0,0,0,0,0,0,0,0
+"Total Benefits, Consumption Value ($b)",1052.3,1104.9,1174.1,1244.8,1494,1411.5,1514.7,1618.4,1720.1,1826.4
+Total Benefits Cost ($b),1052.3,1104.9,1174.1,1244.8,1494,1411.5,1514.7,1618.4,1720.1,1826.4
\ No newline at end of file
diff --git a/taxcalc/tests/pufcsv_mtr_expect.txt b/taxcalc/tests/pufcsv_mtr_expect.txt
index aa1688853..f615d0ebd 100644
--- a/taxcalc/tests/pufcsv_mtr_expect.txt
+++ b/taxcalc/tests/pufcsv_mtr_expect.txt
@@ -5,59 +5,59 @@ PTAX mtr histogram bin edges:
 ITAX mtr histogram bin edges:
      [-1.0, -0.3, -0.2, -0.1, 0.0, 0.1, 0.2, 0.3, 0.4, 0.5, 1.0]
 PTAX and ITAX mtr histogram bin counts for e00200p:
-252868 :      0  31665      0      0      0      0      0 213000   8203      0
-252868 :   7375     73   1968  13077  45795  75953  50488  32284  25073    782
+252868 :      0  31688      0      0      0      0      0 212978   8202      0
+252868 :   7375     73   1968  13075  45788  75970  50475  32283  25081    780
 PTAX and ITAX mtr histogram bin counts for e00200s:
-119177 :      0  20308      0      0      0      0      0  89701   9168      0
-119177 :   1449     22    766   2750  11486  31171  26130  24100  20734    569
+119177 :      0  20320      0      0      0      0      0  89689   9168      0
+119177 :   1449     22    766   2748  11478  31188  26118  24102  20739    567
 PTAX and ITAX mtr histogram bin counts for e00900p:
-252868 : 213351   6567      0      0      0      0      0  32950      0      0
-252868 :   7375     73   1967  12888  47679  74863  51687  32973  22719    644
+252868 : 213350   6583      0      0      0      0      0  32935      0      0
+252868 :   7375     73   1967  12885  47672  74880  51674  32975  22724    643
 PTAX and ITAX mtr histogram bin counts for e00300:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
+252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
 PTAX and ITAX mtr histogram bin counts for e00400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0 249267   3335    263      3      0      0
+252868 :      0      0      0      0 249271   3332    262      3      0      0
 PTAX and ITAX mtr histogram bin counts for e00600:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
+252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
 PTAX and ITAX mtr histogram bin counts for e00650:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      5     62 145112  46820  59773    656    413     27
+252868 :      0      0      5     62 145112  46819  59773    658    412     27
 PTAX and ITAX mtr histogram bin counts for e01400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
+252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
 PTAX and ITAX mtr histogram bin counts for e01700:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
+252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
 PTAX and ITAX mtr histogram bin counts for e02000:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67637  76838  46575  31861  29137    820
+252868 :      0      0      0      0  67629  76854  46561  31869  29137    818
 PTAX and ITAX mtr histogram bin counts for e02400:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0 114127  44789  59362  33592    965     33
+252868 :      0      0      0      0 114130  44782  59366  33592    965     33
 PTAX and ITAX mtr histogram bin counts for p22250:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      1      1  79208  76737  53041  24961  18407    512
+252868 :      0      0      1      1  79195  76757  53030  24966  18408    510
 PTAX and ITAX mtr histogram bin counts for p23250:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      1     48 152421  43642  51311   2835   2561     49
+252868 :      0      0      1     48 152420  43642  51311   2837   2560     49
 PTAX and ITAX mtr histogram bin counts for e18500:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  25488  25946  19605   7735 174094      0      0      0      0      0
+252868 :  25489  25944  19603   7736 174096      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e19200:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39721  32898  19903   4937 155409      0      0      0      0      0
+252868 :  39723  32895  19901   4939 155410      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e26270:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :      0      0      0      0  67638  76865  50265  32347  24973    780
+252868 :      0      0      0      0  67630  76881  50252  32349  24978    778
 PTAX and ITAX mtr histogram bin counts for e19800:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39573  32464  19828   4908 156095      0      0      0      0      0
+252868 :  39575  32461  19826   4910 156096      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for e20100:
 252868 : 252868      0      0      0      0      0      0      0      0      0
-252868 :  39488  32429  19769   4902 156280      0      0      0      0      0
+252868 :  39490  32426  19767   4904 156281      0      0      0      0      0
 PTAX and ITAX mtr histogram bin counts for k1bx14p:
-252868 : 213351   6567      0      0      0      0      0  32950      0      0
-252868 :   7375     73   1967  12888  47679  74863  51687  32973  22719    644
+252868 : 213350   6583      0      0      0      0      0  32935      0      0
+252868 :   7375     73   1967  12885  47672  74880  51674  32975  22724    643

From f7936010e745a64d9e5c83b4f5e2ef9e915bbb0c Mon Sep 17 00:00:00 2001
From: jdebacker <jason.debacker@gmail.com>
Date: Wed, 1 Mar 2023 15:20:52 -0500
Subject: [PATCH 8/8] compare values per new pandas

---
 taxcalc/tests/test_pufcsv.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/taxcalc/tests/test_pufcsv.py b/taxcalc/tests/test_pufcsv.py
index f4ec17ea6..4a40350e4 100644
--- a/taxcalc/tests/test_pufcsv.py
+++ b/taxcalc/tests/test_pufcsv.py
@@ -53,7 +53,7 @@ def test_agg(tests_path, puf_fullsample):
     assert len(adt.columns.values) == len(edt.columns.values)
     diffs = False
     for icol in adt.columns.values:
-        if not np.allclose(adt[icol], edt[str(icol)]):
+        if not np.allclose(adt[icol].values, edt[str(icol)].values):
             diffs = True
     if diffs:
         new_filename = '{}{}'.format(aggres_path[:-10], 'actual.csv')