From 87476c48bd5010cbd11a22c0a498ed023ff40a36 Mon Sep 17 00:00:00 2001
From: Hanna  JULIENNE <hanna.julienne@pasteur.fr>
Date: Wed, 20 Mar 2024 16:19:32 +0100
Subject: [PATCH] Revert "Merge branch 'rework-tests' into 'master'"

This reverts merge request !89
---
 jass/test/data_real/initTable.hdf5            | Bin 1592775 -> 1592775 bytes
 ...worktable-withnans.hdf5 => worktable.hdf5} | Bin
 jass/test/data_test1/COV.csv                  |   3 +
 jass/test/data_test1/SumStatTab.txt           |  13 +++
 jass/test/data_test1/chr.txt                  | Bin 0 -> 557931 bytes
 jass/test/data_test1/initTable.hdf5           | Bin 0 -> 798710 bytes
 jass/test/data_test1/metadata.txt             |   5 +
 jass/test/data_test1/regions.txt              |   8 ++
 jass/test/data_test1/summary.csv              |   3 +
 .../worktable.hdf5}                           | Bin 1592779 -> 1675974 bytes
 .../data_test1/z_DISNEY_POCAHONT_chr1.txt     |   4 +
 .../data_test1/z_DISNEY_POCAHONT_chr2.txt     |   6 ++
 .../data_test1/z_DISNEY_POCAHONT_chr3.txt     |   5 +
 .../data_test1/z_DISNEY_RATATOUY_chr1.txt     |   4 +
 .../data_test1/z_DISNEY_RATATOUY_chr2.txt     |   6 ++
 .../data_test1/z_DISNEY_RATATOUY_chr3.txt     |   5 +
 jass/test/data_test2/COV.csv                  |   7 ++
 jass/test/data_test2/chr.txt                  | Bin 0 -> 685150 bytes
 jass/test/data_test2/create_unit_test_smart.R |  87 ++++++++++++++++++
 jass/test/data_test2/initTable.hdf5           | Bin 0 -> 890892 bytes
 jass/test/data_test2/metadata.txt             |   5 +
 jass/test/data_test2/regions.txt              |  11 +++
 jass/test/data_test2/summary.csv              |   7 ++
 .../worktable.hdf5}                           | Bin 1859666 -> 1768365 bytes
 jass/test/data_test2/z_BMW_ISETTA_chr1.txt    |   7 ++
 jass/test/data_test2/z_BMW_ISETTA_chr2.txt    |   4 +
 jass/test/data_test2/z_BMW_ISETTA_chr3.txt    |   7 ++
 jass/test/data_test2/z_BMW_ISETTA_chr4.txt    |   7 ++
 jass/test/data_test2/z_BMW_ISETTA_chr5.txt    |   4 +
 jass/test/data_test2/z_BMW_MINI_chr1.txt      |   7 ++
 jass/test/data_test2/z_BMW_MINI_chr2.txt      |   4 +
 jass/test/data_test2/z_BMW_MINI_chr3.txt      |   7 ++
 jass/test/data_test2/z_BMW_MINI_chr4.txt      |   7 ++
 jass/test/data_test2/z_BMW_MINI_chr5.txt      |   4 +
 jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt |   7 ++
 jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt |   7 ++
 jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt |   4 +
 jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt |   7 ++
 jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt |   4 +
 .../data_test2/z_FIAT_CINQUECENTO_chr1.txt    |   7 ++
 .../data_test2/z_FIAT_CINQUECENTO_chr2.txt    |   7 ++
 .../data_test2/z_FIAT_CINQUECENTO_chr3.txt    |   4 +
 .../data_test2/z_FIAT_CINQUECENTO_chr4.txt    |   7 ++
 .../data_test2/z_FIAT_CINQUECENTO_chr5.txt    |   4 +
 jass/test/data_test2/z_MERCO_SMART_chr1.txt   |   7 ++
 jass/test/data_test2/z_MERCO_SMART_chr2.txt   |   7 ++
 jass/test/data_test2/z_MERCO_SMART_chr3.txt   |   7 ++
 jass/test/data_test2/z_MERCO_SMART_chr4.txt   |   4 +
 jass/test/data_test2/z_MERCO_SMART_chr5.txt   |   4 +
 jass/test/data_test2/z_TATA_TATANANO_chr1.txt |   7 ++
 jass/test/data_test2/z_TATA_TATANANO_chr2.txt |   7 ++
 jass/test/data_test2/z_TATA_TATANANO_chr3.txt |   7 ++
 jass/test/data_test2/z_TATA_TATANANO_chr4.txt |   4 +
 jass/test/data_test2/z_TATA_TATANANO_chr5.txt |   4 +
 jass/test/data_test2/zscores.png              | Bin 0 -> 40387 bytes
 jass/test/test_init_table.py                  |  13 +--
 jass/test/test_plots.py                       |  27 +++---
 jass/test/test_worktable.py                   |  21 +++--
 jass/test/update_test_hdf5_files.sh           |   8 +-
 59 files changed, 384 insertions(+), 38 deletions(-)
 rename jass/test/data_real/{worktable-withnans.hdf5 => worktable.hdf5} (100%)
 create mode 100644 jass/test/data_test1/COV.csv
 create mode 100644 jass/test/data_test1/SumStatTab.txt
 create mode 100644 jass/test/data_test1/chr.txt
 create mode 100644 jass/test/data_test1/initTable.hdf5
 create mode 100644 jass/test/data_test1/metadata.txt
 create mode 100644 jass/test/data_test1/regions.txt
 create mode 100644 jass/test/data_test1/summary.csv
 rename jass/test/{data_real/initTable-computed-cov.hdf5 => data_test1/worktable.hdf5} (67%)
 create mode 100644 jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt
 create mode 100644 jass/test/data_test1/z_DISNEY_POCAHONT_chr2.txt
 create mode 100644 jass/test/data_test1/z_DISNEY_POCAHONT_chr3.txt
 create mode 100644 jass/test/data_test1/z_DISNEY_RATATOUY_chr1.txt
 create mode 100644 jass/test/data_test1/z_DISNEY_RATATOUY_chr2.txt
 create mode 100644 jass/test/data_test1/z_DISNEY_RATATOUY_chr3.txt
 create mode 100644 jass/test/data_test2/COV.csv
 create mode 100644 jass/test/data_test2/chr.txt
 create mode 100644 jass/test/data_test2/create_unit_test_smart.R
 create mode 100644 jass/test/data_test2/initTable.hdf5
 create mode 100644 jass/test/data_test2/metadata.txt
 create mode 100644 jass/test/data_test2/regions.txt
 create mode 100644 jass/test/data_test2/summary.csv
 rename jass/test/{data_real/worktable-nonans.hdf5 => data_test2/worktable.hdf5} (86%)
 create mode 100644 jass/test/data_test2/z_BMW_ISETTA_chr1.txt
 create mode 100644 jass/test/data_test2/z_BMW_ISETTA_chr2.txt
 create mode 100644 jass/test/data_test2/z_BMW_ISETTA_chr3.txt
 create mode 100644 jass/test/data_test2/z_BMW_ISETTA_chr4.txt
 create mode 100644 jass/test/data_test2/z_BMW_ISETTA_chr5.txt
 create mode 100644 jass/test/data_test2/z_BMW_MINI_chr1.txt
 create mode 100644 jass/test/data_test2/z_BMW_MINI_chr2.txt
 create mode 100644 jass/test/data_test2/z_BMW_MINI_chr3.txt
 create mode 100644 jass/test/data_test2/z_BMW_MINI_chr4.txt
 create mode 100644 jass/test/data_test2/z_BMW_MINI_chr5.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQUECENTO_chr1.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQUECENTO_chr2.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQUECENTO_chr3.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQUECENTO_chr4.txt
 create mode 100644 jass/test/data_test2/z_FIAT_CINQUECENTO_chr5.txt
 create mode 100644 jass/test/data_test2/z_MERCO_SMART_chr1.txt
 create mode 100644 jass/test/data_test2/z_MERCO_SMART_chr2.txt
 create mode 100644 jass/test/data_test2/z_MERCO_SMART_chr3.txt
 create mode 100644 jass/test/data_test2/z_MERCO_SMART_chr4.txt
 create mode 100644 jass/test/data_test2/z_MERCO_SMART_chr5.txt
 create mode 100644 jass/test/data_test2/z_TATA_TATANANO_chr1.txt
 create mode 100644 jass/test/data_test2/z_TATA_TATANANO_chr2.txt
 create mode 100644 jass/test/data_test2/z_TATA_TATANANO_chr3.txt
 create mode 100644 jass/test/data_test2/z_TATA_TATANANO_chr4.txt
 create mode 100644 jass/test/data_test2/z_TATA_TATANANO_chr5.txt
 create mode 100644 jass/test/data_test2/zscores.png

diff --git a/jass/test/data_real/initTable.hdf5 b/jass/test/data_real/initTable.hdf5
index 85a869ff55510f47b6622db2a0c81bfa8e904be5..821bdcc09b2740e389cec2d5049da4fb1b2d3523 100644
GIT binary patch
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diff --git a/jass/test/data_real/worktable-withnans.hdf5 b/jass/test/data_real/worktable.hdf5
similarity index 100%
rename from jass/test/data_real/worktable-withnans.hdf5
rename to jass/test/data_real/worktable.hdf5
diff --git a/jass/test/data_test1/COV.csv b/jass/test/data_test1/COV.csv
new file mode 100644
index 00000000..2c45ac17
--- /dev/null
+++ b/jass/test/data_test1/COV.csv
@@ -0,0 +1,3 @@
+ID	z_DISNEY_RATATOUY	z_DISNEY_POCAHONT
+z_DISNEY_RATATOUY	2.05403006060606	0.394332909090909
+z_DISNEY_POCAHONT	0.394332909090909	1.17729254545455
diff --git a/jass/test/data_test1/SumStatTab.txt b/jass/test/data_test1/SumStatTab.txt
new file mode 100644
index 00000000..c35ae04e
--- /dev/null
+++ b/jass/test/data_test1/SumStatTab.txt
@@ -0,0 +1,13 @@
+rsid	position	chr	region	Z_ratatouy	Z_pocahont
+rs1	1	1	1	0.812	-1.06
+rs2	2	1	1	2.197	0.937
+rs3	3	1	2	2.049	0.854
+rs4	1	2	3	1.632	1.461
+rs5	2	2	3	0.254	-1.413
+rs6	3	2	4	0.491	0.567
+rs7	4	2	4	-0.324	0.583
+rs8	5	2	4	-1.662	-1.307
+rs9	1	3	5	1.768	-0.54
+rs10	2	3	5	0.026	1.948
+rs11	3	3	6	1.129	0.054
+rs12	4	3	7	-2.38	0.352
diff --git a/jass/test/data_test1/chr.txt b/jass/test/data_test1/chr.txt
new file mode 100644
index 0000000000000000000000000000000000000000..337d7e8e0b79701321e9bffec5fd47093cd0a61b
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diff --git a/jass/test/data_test1/metadata.txt b/jass/test/data_test1/metadata.txt
new file mode 100644
index 00000000..8eb75e7a
--- /dev/null
+++ b/jass/test/data_test1/metadata.txt
@@ -0,0 +1,5 @@
+information	content
+title	Mock dataset with disney
+description	"lorem ipsum"
+ancestry	DIS
+assembly	dSNY
diff --git a/jass/test/data_test1/regions.txt b/jass/test/data_test1/regions.txt
new file mode 100644
index 00000000..c7241b86
--- /dev/null
+++ b/jass/test/data_test1/regions.txt
@@ -0,0 +1,8 @@
+chr	start	stop
+chr1	1	2
+chr1	3	4
+chr2	1	2
+chr2	3	5
+chr3	1	2
+chr3	3	3
+chr3	4	4
diff --git a/jass/test/data_test1/summary.csv b/jass/test/data_test1/summary.csv
new file mode 100644
index 00000000..149b6ca1
--- /dev/null
+++ b/jass/test/data_test1/summary.csv
@@ -0,0 +1,3 @@
+Outcome	FullName	Consortium	Type	Reference	ReferenceLink	dataLink	internalDataLink	Nsample	Ncase	Ncontrol
+RATATOUY	Ratatouille ou la mort de l'hygiène en cuisine	DISNEY	BrainWashing	Courgette et al., 1754	http://www.marmiton.org/recettes/recette_ratatouille_23223.asp	pouet	pouet	1000000		
+POCAHONT	Pocahontas mange des tapas	DISNEY	BrainWashing	Rolfe et al., 1614	https://fr.wikipedia.org/wiki/Pocahontas	Gargar	Gargar	1000000		
diff --git a/jass/test/data_real/initTable-computed-cov.hdf5 b/jass/test/data_test1/worktable.hdf5
similarity index 67%
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rename to jass/test/data_test1/worktable.hdf5
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diff --git a/jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt b/jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt
new file mode 100644
index 00000000..ded3476c
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs1	1	C	T	-1.06
+rs2	2	G	T	0.937
+rs3	3	C	T	0.854
diff --git a/jass/test/data_test1/z_DISNEY_POCAHONT_chr2.txt b/jass/test/data_test1/z_DISNEY_POCAHONT_chr2.txt
new file mode 100644
index 00000000..d4eec567
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_POCAHONT_chr2.txt
@@ -0,0 +1,6 @@
+rsid	position	refAllele	altAllele	Z
+rs4	1	G	T	1.461
+rs5	2	A	T	-1.413
+rs6	3	A	C	0.567
+rs7	4	A	G	0.583
+rs8	5	C	G	-1.307
diff --git a/jass/test/data_test1/z_DISNEY_POCAHONT_chr3.txt b/jass/test/data_test1/z_DISNEY_POCAHONT_chr3.txt
new file mode 100644
index 00000000..18264b85
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_POCAHONT_chr3.txt
@@ -0,0 +1,5 @@
+rsid	position	refAllele	altAllele	Z
+rs9	1	C	T	-0.54
+rs10	2	G	T	1.948
+rs11	3	A	C	0.054
+rs12	4	A	C	0.352
diff --git a/jass/test/data_test1/z_DISNEY_RATATOUY_chr1.txt b/jass/test/data_test1/z_DISNEY_RATATOUY_chr1.txt
new file mode 100644
index 00000000..a4e8fa9c
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_RATATOUY_chr1.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs1	1	C	T	0.812
+rs2	2	G	T	2.197
+rs3	3	C	T	2.049
diff --git a/jass/test/data_test1/z_DISNEY_RATATOUY_chr2.txt b/jass/test/data_test1/z_DISNEY_RATATOUY_chr2.txt
new file mode 100644
index 00000000..86f61ecb
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_RATATOUY_chr2.txt
@@ -0,0 +1,6 @@
+rsid	position	refAllele	altAllele	Z
+rs4	1	G	T	1.632
+rs5	2	A	T	0.254
+rs6	3	A	C	0.491
+rs7	4	A	G	-0.324
+rs8	5	C	G	-1.662
diff --git a/jass/test/data_test1/z_DISNEY_RATATOUY_chr3.txt b/jass/test/data_test1/z_DISNEY_RATATOUY_chr3.txt
new file mode 100644
index 00000000..c1959185
--- /dev/null
+++ b/jass/test/data_test1/z_DISNEY_RATATOUY_chr3.txt
@@ -0,0 +1,5 @@
+rsid	position	refAllele	altAllele	Z
+rs9	1	C	T	1.768
+rs10	2	G	T	0.026
+rs11	3	A	C	1.129
+rs12	4	A	C	-2.38
diff --git a/jass/test/data_test2/COV.csv b/jass/test/data_test2/COV.csv
new file mode 100644
index 00000000..46119fe1
--- /dev/null
+++ b/jass/test/data_test2/COV.csv
@@ -0,0 +1,7 @@
+ID	z_BMW_ISETTA	z_BMW_MINI	z_FIAT_CINQCENT	z_FIAT_CINQUECENTO	z_MERCO_SMART	z_TATA_TATANANO
+z_BMW_ISETTA	2	1	1	1	1	1
+z_BMW_MINI	1	2	1	1	1	1
+z_FIAT_CINQCENT	1	1	2	1	1	1
+z_FIAT_CINQUECENTO	1	1	1	2	1	1
+z_MERCO_SMART	1	1	1	1	2	1
+z_TATA_TATANANO	1	1	1	1	1	2
diff --git a/jass/test/data_test2/chr.txt b/jass/test/data_test2/chr.txt
new file mode 100644
index 0000000000000000000000000000000000000000..9c5544b333bb58576eb22e68abfca405ed445acb
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diff --git a/jass/test/data_test2/create_unit_test_smart.R b/jass/test/data_test2/create_unit_test_smart.R
new file mode 100644
index 00000000..71a0e763
--- /dev/null
+++ b/jass/test/data_test2/create_unit_test_smart.R
@@ -0,0 +1,87 @@
+## There 6 phenotypes
+sumtab <- read.table("summary.txt", sep="\t", header=TRUE, stringsAsFactors = FALSE)
+## Zscore ID: z_CONSORITUM_PHENOTYPE_chr#chr.txt
+ids <- sprintf("z_%s_%s",sumtab$Consortium, sumtab$Outcome)
+## The covariance is set to 1 and the variance to 2
+COV <- toeplitz(c(2,1,1,1,1,1))
+rownames(COV) <- colnames(COV) <- ids
+
+
+## Structure:
+# - 5 chromosomes, 2 regions per chromosomes
+# - 10 regions, 2 regions per chromosome
+# - 30 SNPs, 3 SNPs per region
+
+## Structure of missing values region per region ;
+##   ".." means no missing values
+##   "XX" means the whole region is missing
+#
+#      Z1 Z2 Z3 Z4 Z5 Z6
+# R1   .. .. .. .. .. ..
+# R2   .. .. .. .. .. ..
+# R3   XX .. .. .. .. ..
+# R4   .. XX .. .. .. .. 
+# R5   .. .. XX .. .. ..
+# R6   .. .. .. XX .. ..
+# R7   .. .. .. .. XX ..
+# R8   .. .. .. .. .. XX
+# R9   XX XX XX .. .. .. 
+# R10  .. .. .. XX XX XX
+filenames <- paste0(rep(ids,e=5), "_chr", rep(1:5, 6), ".txt")
+
+## rsid : rs_#chr_#region_#snp
+rsid <- paste0("rs", "_chr", rep(1:5, e=6), # chr
+               "_reg", sprintf("%02i", rep(1:10, e=3)), # region
+               "_", sprintf("%02i", 1:30)) # snp
+pos <- rep(1:6, 5)
+chr <- rep(1:5, e=6)
+reg <- rep(1:10, e=3)
+ref <- "A"
+alt <- "G"
+BIGZ <- matrix(1:(30*6), 30, 6)
+BIGZ[grep("reg03", rsid),1] <- NA
+BIGZ[grep("reg04", rsid),2] <- NA
+BIGZ[grep("reg05", rsid),3] <- NA
+BIGZ[grep("reg06", rsid),4] <- NA
+BIGZ[grep("reg07", rsid),5] <- NA
+BIGZ[grep("reg08", rsid),6] <- NA
+BIGZ[grep("reg09", rsid),1:3] <- NA
+BIGZ[grep("reg10", rsid),4:6] <- NA
+rownames(BIGZ) <- rsid
+
+# What does it look like ?
+require(pheatmap)
+png("zscores.png", res = 100)
+pheatmap(BIGZ, cluster_rows = FALSE, cluster_cols = FALSE, cellwidth = 10, cellheight = 10)
+dev.off()
+# Create regions
+
+# Create Z scores
+
+
+# Write covariance matrix
+write.table(data.frame(ID=ids, COV), file="COV.csv", row.names = F, quote=F, sep="\t")
+
+# Write region file
+regions <- data.frame(chr=sprintf("chr%i", rep(1:5,e=2)),
+                      start=rep(c(1,4),5),
+                      stop=rep(c(3,6),5))
+write.table(regions, file="regions.txt", row.names = F, quote=F, sep="\t")
+# Write all the Z files
+k <- 1
+for (j in 1:6) {
+  for (chrnum in 1:5) {
+    ind <- grep(sprintf("chr%i", chrnum), rsid)
+    tmp <- data.frame(rsid = rsid[ind], 
+                      pos = pos[ind],
+                      ref=ref,
+                      alt=alt,
+                      Zscore=unname(BIGZ[ind, j]))
+    write.table(na.omit(tmp), file = filenames[k], quote=FALSE)
+    k <- k+1
+  }
+}
+
+# Compute the summary statistic
+
+
diff --git a/jass/test/data_test2/initTable.hdf5 b/jass/test/data_test2/initTable.hdf5
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diff --git a/jass/test/data_test2/metadata.txt b/jass/test/data_test2/metadata.txt
new file mode 100644
index 00000000..e70e8c5f
--- /dev/null
+++ b/jass/test/data_test2/metadata.txt
@@ -0,0 +1,5 @@
+information	content
+title	Mock dataset with car
+description	"lorem ipsum"
+ancestry	CAR
+assembly	car1
diff --git a/jass/test/data_test2/regions.txt b/jass/test/data_test2/regions.txt
new file mode 100644
index 00000000..020c4d93
--- /dev/null
+++ b/jass/test/data_test2/regions.txt
@@ -0,0 +1,11 @@
+chr	start	stop
+chr1	1	3
+chr1	4	6
+chr2	1	3
+chr2	4	6
+chr3	1	3
+chr3	4	6
+chr4	1	3
+chr4	4	6
+chr5	1	3
+chr5	4	6
diff --git a/jass/test/data_test2/summary.csv b/jass/test/data_test2/summary.csv
new file mode 100644
index 00000000..6aef4f3a
--- /dev/null
+++ b/jass/test/data_test2/summary.csv
@@ -0,0 +1,7 @@
+Outcome	FullName	Consortium	Type	Reference	ReferenceLink	dataLink	internalDataLink	Nsample	Ncase	Ncontrol
+ISETTA	Wer an seine Frau denkt, fahrt Isetta.	BMW	Pascher	Ghirlanda, S., Jansson, L., & Enquist, M. (2002). Chickens prefer beautiful humans. Human Nature, 13(3), 383_389.	https://fr.wikipedia.org/wiki/Isetta	/data_test2/isetta	/data_test2/isetta	1000000		
+MINI	Matte hi	BMW	Cher	Fardin, M. A. (2014). On the rheology of cats. Rheology Bulletin, 83(2).	https://fr.wikipedia.org/wiki/Mini_(1959-2000)	/data_test2/mini	/data_test2/mini	1000000		
+CINQCENT	TE baby come on, uh-huh Trackmasters uh-huh	FIAT	Pascher	Liu, J., Li, J., Feng, L., Li, L., Tian, J., & Lee, K. (2014). Seeing Jesus in toast: Neural and behavioral correlates of face pareidolia. Cortex, 53, 60_77.	https://www.fiat500nelmondo.it/fr/tag/cinquecento/	/data_test2/cinqcent	/data_test2/cinqcent	1000000		
+CINQUECENTO	Elle a tout d une grande	FIAT	Cher	Royet, J.-P., Meunier, D., Torquet, N., Mouly, A.-M., & Jiang, T. (2016). The Neural Bases of Disgust for Cheese: An fMRI Study. Frontiers in Human Neuroscience, 10, 511. https://doi.org/10.3389/fnhum.2016.00511	https://fr.wikipedia.org/wiki/Cinquecento	/data_test2/cinquecento	/data_test2/cinquecento	1000000		
+SMART	Pas assez cher mon fils	MERCO	Cher	Barss, P. (1984). Injuries due to falling coconuts. The Journal of Trauma, 24(11), 990_1.	https://fr.wikipedia.org/wiki/Smart	/data_test2/smart	/data_test2/smart	1000000		
+TATANANO	Qu est-ce que t as sous ton grand chapeau?	TATA	Pascher	Kruger, J., & Dunning, D. (1999). Unskilled and unaware of it: how difficulties in recognizing ones own incompetence lead to inflated self-assessments. Journal of Personality and Social Psychology, 77(6), 1121_34.	https://fr.wikipedia.org/wiki/Tata_Nano	/data_test2/tatanano	/data_test2/tatanano	1000000		
diff --git a/jass/test/data_real/worktable-nonans.hdf5 b/jass/test/data_test2/worktable.hdf5
similarity index 86%
rename from jass/test/data_real/worktable-nonans.hdf5
rename to jass/test/data_test2/worktable.hdf5
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diff --git a/jass/test/data_test2/z_BMW_ISETTA_chr1.txt b/jass/test/data_test2/z_BMW_ISETTA_chr1.txt
new file mode 100644
index 00000000..ba168c87
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_ISETTA_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	1.001
+rs_chr1_reg01_02	2	A	G	2.001
+rs_chr1_reg01_03	3	A	G	3.001
+rs_chr1_reg02_04	4	A	G	4.001
+rs_chr1_reg02_05	5	A	G	5.001
+rs_chr1_reg02_06	6	A	G	6.001
diff --git a/jass/test/data_test2/z_BMW_ISETTA_chr2.txt b/jass/test/data_test2/z_BMW_ISETTA_chr2.txt
new file mode 100644
index 00000000..f654684b
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_ISETTA_chr2.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg04_10	4	A	G	10.001
+rs_chr2_reg04_11	5	A	G	11.001
+rs_chr2_reg04_12	6	A	G	12.001
diff --git a/jass/test/data_test2/z_BMW_ISETTA_chr3.txt b/jass/test/data_test2/z_BMW_ISETTA_chr3.txt
new file mode 100644
index 00000000..30b5fefe
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_ISETTA_chr3.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg05_13	1	A	G	13.001
+rs_chr3_reg05_14	2	A	G	14.001
+rs_chr3_reg05_15	3	A	G	15.001
+rs_chr3_reg06_16	4	A	G	16.001
+rs_chr3_reg06_17	5	A	G	17.001
+rs_chr3_reg06_18	6	A	G	18.001
diff --git a/jass/test/data_test2/z_BMW_ISETTA_chr4.txt b/jass/test/data_test2/z_BMW_ISETTA_chr4.txt
new file mode 100644
index 00000000..f5269355
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_ISETTA_chr4.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg07_19	1	A	G	19.001
+rs_chr4_reg07_20	2	A	G	20.001
+rs_chr4_reg07_21	3	A	G	21.001
+rs_chr4_reg08_22	4	A	G	22.001
+rs_chr4_reg08_23	5	A	G	23.001
+rs_chr4_reg08_24	6	A	G	24.001
diff --git a/jass/test/data_test2/z_BMW_ISETTA_chr5.txt b/jass/test/data_test2/z_BMW_ISETTA_chr5.txt
new file mode 100644
index 00000000..be6510ec
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_ISETTA_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg10_28	4	A	G	28.001
+rs_chr5_reg10_29	5	A	G	29.001
+rs_chr5_reg10_30	6	A	G	30.001
diff --git a/jass/test/data_test2/z_BMW_MINI_chr1.txt b/jass/test/data_test2/z_BMW_MINI_chr1.txt
new file mode 100644
index 00000000..fe30e814
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_MINI_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	31.001
+rs_chr1_reg01_02	2	A	G	32.001
+rs_chr1_reg01_03	3	A	G	33.001
+rs_chr1_reg02_04	4	A	G	34.001
+rs_chr1_reg02_05	5	A	G	35.001
+rs_chr1_reg02_06	6	A	G	36.001
diff --git a/jass/test/data_test2/z_BMW_MINI_chr2.txt b/jass/test/data_test2/z_BMW_MINI_chr2.txt
new file mode 100644
index 00000000..8d43408a
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_MINI_chr2.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg03_07	1	A	G	37.001
+rs_chr2_reg03_08	2	A	G	38.001
+rs_chr2_reg03_09	3	A	G	39.001
diff --git a/jass/test/data_test2/z_BMW_MINI_chr3.txt b/jass/test/data_test2/z_BMW_MINI_chr3.txt
new file mode 100644
index 00000000..01931f84
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_MINI_chr3.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg05_13	1	A	G	43.001
+rs_chr3_reg05_14	2	A	G	44.001
+rs_chr3_reg05_15	3	A	G	45.001
+rs_chr3_reg06_16	4	A	G	46.001
+rs_chr3_reg06_17	5	A	G	47.001
+rs_chr3_reg06_18	6	A	G	48.001
diff --git a/jass/test/data_test2/z_BMW_MINI_chr4.txt b/jass/test/data_test2/z_BMW_MINI_chr4.txt
new file mode 100644
index 00000000..7cbd68f1
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_MINI_chr4.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg07_19	1	A	G	49.001
+rs_chr4_reg07_20	2	A	G	50.001
+rs_chr4_reg07_21	3	A	G	51.001
+rs_chr4_reg08_22	4	A	G	52.001
+rs_chr4_reg08_23	5	A	G	53.001
+rs_chr4_reg08_24	6	A	G	54.001
diff --git a/jass/test/data_test2/z_BMW_MINI_chr5.txt b/jass/test/data_test2/z_BMW_MINI_chr5.txt
new file mode 100644
index 00000000..ee8a7214
--- /dev/null
+++ b/jass/test/data_test2/z_BMW_MINI_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg10_28	4	A	G	58.001
+rs_chr5_reg10_29	5	A	G	59.001
+rs_chr5_reg10_30	6	A	G	60.001
diff --git a/jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt b/jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt
new file mode 100644
index 00000000..90c8298a
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	61.001
+rs_chr1_reg01_02	2	A	G	62.001
+rs_chr1_reg01_03	3	A	G	63.001
+rs_chr1_reg02_04	4	A	G	64.001
+rs_chr1_reg02_05	5	A	G	65.001
+rs_chr1_reg02_06	6	A	G	66.001
diff --git a/jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt b/jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt
new file mode 100644
index 00000000..eaeaedff
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg03_07	1	A	G	67.001
+rs_chr2_reg03_08	2	A	G	68.001
+rs_chr2_reg03_09	3	A	G	69.001
+rs_chr2_reg04_10	4	A	G	70.001
+rs_chr2_reg04_11	5	A	G	71.001
+rs_chr2_reg04_12	6	A	G	72.001
diff --git a/jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt b/jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt
new file mode 100644
index 00000000..79f6654e
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg06_16	4	A	G	76.001
+rs_chr3_reg06_17	5	A	G	77.001
+rs_chr3_reg06_18	6	A	G	78.001
diff --git a/jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt b/jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt
new file mode 100644
index 00000000..e3ee6238
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg07_19	1	A	G	79.001
+rs_chr4_reg07_20	2	A	G	80.001
+rs_chr4_reg07_21	3	A	G	81.001
+rs_chr4_reg08_22	4	A	G	82.001
+rs_chr4_reg08_23	5	A	G	83.001
+rs_chr4_reg08_24	6	A	G	84.001
diff --git a/jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt b/jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt
new file mode 100644
index 00000000..ff4a6d54
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg10_28	4	A	G	88.001
+rs_chr5_reg10_29	5	A	G	89.001
+rs_chr5_reg10_30	6	A	G	90.001
diff --git a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr1.txt b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr1.txt
new file mode 100644
index 00000000..ab76c899
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	91.001
+rs_chr1_reg01_02	2	A	G	92.001
+rs_chr1_reg01_03	3	A	G	93.001
+rs_chr1_reg02_04	4	A	G	94.001
+rs_chr1_reg02_05	5	A	G	95.001
+rs_chr1_reg02_06	6	A	G	96.001
diff --git a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr2.txt b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr2.txt
new file mode 100644
index 00000000..41efda85
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr2.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg03_07	1	A	G	97.001
+rs_chr2_reg03_08	2	A	G	98.001
+rs_chr2_reg03_09	3	A	G	99.001
+rs_chr2_reg04_10	4	A	G	100.001
+rs_chr2_reg04_11	5	A	G	101.001
+rs_chr2_reg04_12	6	A	G	102.001
diff --git a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr3.txt b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr3.txt
new file mode 100644
index 00000000..bb75d152
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr3.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg05_13	1	A	G	103.001
+rs_chr3_reg05_14	2	A	G	104.001
+rs_chr3_reg05_15	3	A	G	105.001
diff --git a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr4.txt b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr4.txt
new file mode 100644
index 00000000..f3933739
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr4.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg07_19	1	A	G	109.001
+rs_chr4_reg07_20	2	A	G	110.001
+rs_chr4_reg07_21	3	A	G	111.001
+rs_chr4_reg08_22	4	A	G	112.001
+rs_chr4_reg08_23	5	A	G	113.001
+rs_chr4_reg08_24	6	A	G	114.001
diff --git a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr5.txt b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr5.txt
new file mode 100644
index 00000000..ce0f5748
--- /dev/null
+++ b/jass/test/data_test2/z_FIAT_CINQUECENTO_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg09_25	1	A	G	115.001
+rs_chr5_reg09_26	2	A	G	116.001
+rs_chr5_reg09_27	3	A	G	117.001
diff --git a/jass/test/data_test2/z_MERCO_SMART_chr1.txt b/jass/test/data_test2/z_MERCO_SMART_chr1.txt
new file mode 100644
index 00000000..c1690edd
--- /dev/null
+++ b/jass/test/data_test2/z_MERCO_SMART_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	121.001
+rs_chr1_reg01_02	2	A	G	122.001
+rs_chr1_reg01_03	3	A	G	123.001
+rs_chr1_reg02_04	4	A	G	124.001
+rs_chr1_reg02_05	5	A	G	125.001
+rs_chr1_reg02_06	6	A	G	126.001
diff --git a/jass/test/data_test2/z_MERCO_SMART_chr2.txt b/jass/test/data_test2/z_MERCO_SMART_chr2.txt
new file mode 100644
index 00000000..b5507710
--- /dev/null
+++ b/jass/test/data_test2/z_MERCO_SMART_chr2.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg03_07	1	A	G	127.001
+rs_chr2_reg03_08	2	A	G	128.001
+rs_chr2_reg03_09	3	A	G	129.001
+rs_chr2_reg04_10	4	A	G	130.001
+rs_chr2_reg04_11	5	A	G	131.001
+rs_chr2_reg04_12	6	A	G	132.001
diff --git a/jass/test/data_test2/z_MERCO_SMART_chr3.txt b/jass/test/data_test2/z_MERCO_SMART_chr3.txt
new file mode 100644
index 00000000..e81f2ac7
--- /dev/null
+++ b/jass/test/data_test2/z_MERCO_SMART_chr3.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg05_13	1	A	G	133.001
+rs_chr3_reg05_14	2	A	G	134.001
+rs_chr3_reg05_15	3	A	G	135.001
+rs_chr3_reg06_16	4	A	G	136.001
+rs_chr3_reg06_17	5	A	G	137.001
+rs_chr3_reg06_18	6	A	G	138.001
diff --git a/jass/test/data_test2/z_MERCO_SMART_chr4.txt b/jass/test/data_test2/z_MERCO_SMART_chr4.txt
new file mode 100644
index 00000000..bb426742
--- /dev/null
+++ b/jass/test/data_test2/z_MERCO_SMART_chr4.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg08_22	4	A	G	142.001
+rs_chr4_reg08_23	5	A	G	143.001
+rs_chr4_reg08_24	6	A	G	144.001
diff --git a/jass/test/data_test2/z_MERCO_SMART_chr5.txt b/jass/test/data_test2/z_MERCO_SMART_chr5.txt
new file mode 100644
index 00000000..84a041f4
--- /dev/null
+++ b/jass/test/data_test2/z_MERCO_SMART_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg09_25	1	A	G	145.001
+rs_chr5_reg09_26	2	A	G	146.001
+rs_chr5_reg09_27	3	A	G	147.001
diff --git a/jass/test/data_test2/z_TATA_TATANANO_chr1.txt b/jass/test/data_test2/z_TATA_TATANANO_chr1.txt
new file mode 100644
index 00000000..909ae544
--- /dev/null
+++ b/jass/test/data_test2/z_TATA_TATANANO_chr1.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr1_reg01_01	1	A	G	151.001
+rs_chr1_reg01_02	2	A	G	152.001
+rs_chr1_reg01_03	3	A	G	153.001
+rs_chr1_reg02_04	4	A	G	154.001
+rs_chr1_reg02_05	5	A	G	155.001
+rs_chr1_reg02_06	6	A	G	156.001
diff --git a/jass/test/data_test2/z_TATA_TATANANO_chr2.txt b/jass/test/data_test2/z_TATA_TATANANO_chr2.txt
new file mode 100644
index 00000000..7b83919a
--- /dev/null
+++ b/jass/test/data_test2/z_TATA_TATANANO_chr2.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr2_reg03_07	1	A	G	157.001
+rs_chr2_reg03_08	2	A	G	158.001
+rs_chr2_reg03_09	3	A	G	159.001
+rs_chr2_reg04_10	4	A	G	160.001
+rs_chr2_reg04_11	5	A	G	161.001
+rs_chr2_reg04_12	6	A	G	162.001
diff --git a/jass/test/data_test2/z_TATA_TATANANO_chr3.txt b/jass/test/data_test2/z_TATA_TATANANO_chr3.txt
new file mode 100644
index 00000000..2e18b72c
--- /dev/null
+++ b/jass/test/data_test2/z_TATA_TATANANO_chr3.txt
@@ -0,0 +1,7 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr3_reg05_13	1	A	G	163.001
+rs_chr3_reg05_14	2	A	G	164.001
+rs_chr3_reg05_15	3	A	G	165.001
+rs_chr3_reg06_16	4	A	G	166.001
+rs_chr3_reg06_17	5	A	G	167.001
+rs_chr3_reg06_18	6	A	G	168.001
diff --git a/jass/test/data_test2/z_TATA_TATANANO_chr4.txt b/jass/test/data_test2/z_TATA_TATANANO_chr4.txt
new file mode 100644
index 00000000..c1036310
--- /dev/null
+++ b/jass/test/data_test2/z_TATA_TATANANO_chr4.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr4_reg07_19	1	A	G	169.001
+rs_chr4_reg07_20	2	A	G	170.001
+rs_chr4_reg07_21	3	A	G	171.001
diff --git a/jass/test/data_test2/z_TATA_TATANANO_chr5.txt b/jass/test/data_test2/z_TATA_TATANANO_chr5.txt
new file mode 100644
index 00000000..765fd14e
--- /dev/null
+++ b/jass/test/data_test2/z_TATA_TATANANO_chr5.txt
@@ -0,0 +1,4 @@
+rsid	position	refAllele	altAllele	Z
+rs_chr5_reg09_25	1	A	G	175.001
+rs_chr5_reg09_26	2	A	G	176.001
+rs_chr5_reg09_27	3	A	G	177.001
diff --git a/jass/test/data_test2/zscores.png b/jass/test/data_test2/zscores.png
new file mode 100644
index 0000000000000000000000000000000000000000..d311c401bcdb3f586728a01a5314a19be8b9d6dd
GIT binary patch
literal 40387
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HcmV?d00001

diff --git a/jass/test/test_init_table.py b/jass/test/test_init_table.py
index 3d7b0ef7..e790689b 100644
--- a/jass/test/test_init_table.py
+++ b/jass/test/test_init_table.py
@@ -19,13 +19,10 @@ class TestInitTable(object):
         # Create a temporary directory
         self.test_dir = tempfile.mkdtemp()
         input_data_path = self.get_file_path_fn("*chr*.txt")
-        if self.computed_cov:
-            init_covariance_path = None
-        else:
-            init_covariance_path = self.get_file_path_fn("COV.csv")
+        init_covariance_path = self.get_file_path_fn("COV.csv")
         regions_map_path = self.get_file_path_fn("regions.txt")
         description_file_path = self.get_file_path_fn("summary.csv")
-        self.expected_hdf_path = self.get_file_path_fn(f"initTable{'-computed-cov' if self.computed_cov else ''}.hdf5")
+        self.expected_hdf_path = self.get_file_path_fn("initTable.hdf5")
         init_table_path = os.path.join(self.test_dir, "test_init_table.hdf5")
         create_inittable_file(
             input_data_path,
@@ -69,15 +66,15 @@ class TestInitTable(object):
         assert_frame_equal(self.expected_cov, self.result_cov, check_like=True)
 
 
-params = [("nonans", "data_real", True), ("withnans", "data_real", False)]
+params = [("nonans", "data_test1"), ("withnans", "data_test2")]
 
-for name, param, computed_cov in params:
+for name, param in params:
     cls_name = "TestInitTable_%s" % (name,)
     print(cls_name)
     globals()[cls_name] = type(
         cls_name,
         (TestInitTable, JassTestCase),
-        {"test_folder": param, "computed_cov":computed_cov, "__test__": True},
+        {"test_folder": param, "__test__": True},
     )
 
 if __name__ == "__main__":
diff --git a/jass/test/test_plots.py b/jass/test/test_plots.py
index ad0012ab..7748ccba 100644
--- a/jass/test/test_plots.py
+++ b/jass/test/test_plots.py
@@ -2,21 +2,24 @@
 
 from __future__ import absolute_import
 import os, shutil, tempfile
-from pathlib import Path
 
-from jass.models import plots
+from pandas import read_hdf
+from pandas.testing import assert_frame_equal
+
+from jass.models.plots import create_global_plot
 
 from . import JassTestCase
 
 
 class TestPlots(JassTestCase):
 
-    test_folder = "data_real"
+    test_folder = "data_test1"
 
     def setUp(self):
         # Create a temporary directory
-        self.test_dir = Path(tempfile.mkdtemp())
-        self.worktable_hdf_path = self.get_file_path_fn("worktable-withnans.hdf5")
+        self.test_dir = tempfile.mkdtemp()
+        self.worktable_hdf_path = self.get_file_path_fn("worktable.hdf5")
+        self.global_plot_path = os.path.join(self.test_dir, "global_manhattan.png")
 
     def tearDown(self):
         # Remove the directory after the test
@@ -24,16 +27,10 @@ class TestPlots(JassTestCase):
         pass
 
     def test_create_global_plot(self):
-        plots.create_global_plot(self.worktable_hdf_path, self.test_dir / "global_plot.png")
-
-    def test_create_qq_plot(self):
-        plots.create_qq_plot(self.worktable_hdf_path, self.test_dir / "qq_plot.png")
-
-    def test_create_quadrant_plot(self):
-        plots.create_quadrant_plot(self.worktable_hdf_path, self.test_dir / "quadrant_plot.png")
-
-    def test_create_qq_plot_by_GWAS(self):
-        plots.create_qq_plot_by_GWAS(self.worktable_hdf_path, self.test_dir)
+        """
+        Compare result and expected SumStatJostTab
+        """
+        create_global_plot(self.worktable_hdf_path, self.global_plot_path)
 
 
 if __name__ == "__main__":
diff --git a/jass/test/test_worktable.py b/jass/test/test_worktable.py
index 8509e205..20e07658 100644
--- a/jass/test/test_worktable.py
+++ b/jass/test/test_worktable.py
@@ -21,7 +21,7 @@ class TestWorkTable(object):
         cls.test_dir = tempfile.mkdtemp()
         init_file_path = cls.get_file_path_fn("initTable.hdf5")
         cls.result_hdf_path = os.path.join(cls.test_dir, "test_worktable.hdf5")
-        cls.expected_hdf_path = cls.get_file_path_fn(f"worktable{'-nonans' if cls.remove_nan else '-withnans'}.hdf5")
+        cls.expected_hdf_path = cls.get_file_path_fn("worktable.hdf5")
         # with coerce_pickle_protocol(4):
         create_worktable_file(
             cls.phenotypes_sel, init_file_path, cls.result_hdf_path, cls.remove_nan
@@ -84,16 +84,21 @@ class TestWorkTable(object):
         )
 
 
-phenotypes_real = [
-    "z_MAGIC_FAST-GLUCOSE",
-    "z_MAGIC_FAST-INSULIN",
-    "z_MAGIC_GLUCOSE-TOLERANCE",
-    "z_MAGIC_HBA1C",
+phenotypes_disney = ["z_DISNEY_POCAHONT", "z_DISNEY_RATATOUY"]
+phenotypes_cars = [
+    "z_BMW_ISETTA",
+    "z_BMW_MINI",
+    "z_FIAT_CINQCENT",
+    "z_FIAT_CINQUECENTO",
+    "z_MERCO_SMART",
+    "z_TATA_TATANANO",
 ]
 
 params = [
-    ("nonans", "data_real", phenotypes_real, True),
-    ("withnans", "data_real", phenotypes_real, False),
+    ("nonans", "data_test1", phenotypes_disney, True),
+    ("withnans", "data_test2", phenotypes_cars, False),
+    # ("nonans", "data_test1_37", phenotypes_disney, True),
+    # ("withnans", "data_test2_37", phenotypes_cars, False),
 ]
 
 for name, param, phenotypes_sel, remove_nan in params:
diff --git a/jass/test/update_test_hdf5_files.sh b/jass/test/update_test_hdf5_files.sh
index 5ec8a85a..35e5729c 100755
--- a/jass/test/update_test_hdf5_files.sh
+++ b/jass/test/update_test_hdf5_files.sh
@@ -25,13 +25,7 @@ for DATA_DIR in $DATA_DIRS; do
   echo "Creating inittable"
   jass create-inittable --input-data-path "./${DATA_DIR}/z*.txt" --init-covariance-path "./${DATA_DIR}/COV.csv" --init-genetic-covariance-path ${GEN_COV} --regions-map-path "./${DATA_DIR}/regions.txt" --description-file-path "./${DATA_DIR}/summary.csv" --init-table-metadata-path "./${DATA_DIR}/metadata.txt" --init-table-path "./${DATA_DIR}/initTable.hdf5"
 
-  echo "Creating inittable without pre-computed covariance matrix"
-  jass create-inittable --input-data-path "./${DATA_DIR}/z*.txt"                                                --init-genetic-covariance-path ${GEN_COV} --regions-map-path "./${DATA_DIR}/regions.txt" --description-file-path "./${DATA_DIR}/summary.csv" --init-table-metadata-path "./${DATA_DIR}/metadata.txt" --init-table-path "./${DATA_DIR}/initTable-computed-cov.hdf5"
-
-  echo "Creating worktable with Nan"
-  jass create-project-data --init-table-path "${DATA_DIR}/initTable.hdf5" --phenotype ${TRAITS} --worktable-path ./${DATA_DIR}/worktable-withnans.hdf5
-
   echo "Creating worktable"
-  jass create-project-data --init-table-path "${DATA_DIR}/initTable.hdf5" --phenotype ${TRAITS} --worktable-path ./${DATA_DIR}/worktable-nonans.hdf5 --remove-nans
+  jass create-project-data --init-table-path "${DATA_DIR}/initTable.hdf5" --phenotype ${TRAITS} --worktable-path ./${DATA_DIR}/worktable.hdf5
 
 done
\ No newline at end of file
-- 
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