diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 2f7f872fba56f247866e22fdb95943d770e3cf44..fe1cbe4c0f7a3d5a83dce23c4e13feeb80205a1c 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -27,7 +27,7 @@ test-python:
 
 
 test-docker-compose:
-  image: docker/compose
+  image: docker:24
   needs: []
   # when: delayed
   # start_in: 3 minutes
@@ -37,10 +37,11 @@ test-docker-compose:
     when: runner_system_failure
   script:
   - apk update && apk upgrade && apk add jq bash curl
+  - docker compose version
   - ./test_docker_compose.sh
   after_script:
-    - docker-compose logs back > log/docker-compose.back.log
-    - docker-compose logs > log/docker-compose.log
+    - docker compose logs back > log/docker-compose.back.log
+    - docker compose logs > log/docker-compose.log
   artifacts:
     when: always
     paths:
diff --git a/jass/test/data_test1/worktable.hdf5 b/jass/test/data_real/initTable-computed-cov.hdf5
similarity index 67%
rename from jass/test/data_test1/worktable.hdf5
rename to jass/test/data_real/initTable-computed-cov.hdf5
index 69f0978b16d217d89fc994c26c296cc397846bb5..09c727c19fe74d47c8b6c4d5ca482d2c899a37b6 100644
Binary files a/jass/test/data_test1/worktable.hdf5 and b/jass/test/data_real/initTable-computed-cov.hdf5 differ
diff --git a/jass/test/data_real/initTable.hdf5 b/jass/test/data_real/initTable.hdf5
index 821bdcc09b2740e389cec2d5049da4fb1b2d3523..85a869ff55510f47b6622db2a0c81bfa8e904be5 100644
Binary files a/jass/test/data_real/initTable.hdf5 and b/jass/test/data_real/initTable.hdf5 differ
diff --git a/jass/test/data_test2/worktable.hdf5 b/jass/test/data_real/worktable-nonans.hdf5
similarity index 86%
rename from jass/test/data_test2/worktable.hdf5
rename to jass/test/data_real/worktable-nonans.hdf5
index 3f450db54e44deaaebf5df421e71aeb66a69e8ea..2e1f6526b9f5f2741ed7627bb6f72e12e543ae4f 100644
Binary files a/jass/test/data_test2/worktable.hdf5 and b/jass/test/data_real/worktable-nonans.hdf5 differ
diff --git a/jass/test/data_real/worktable.hdf5 b/jass/test/data_real/worktable-withnans.hdf5
similarity index 100%
rename from jass/test/data_real/worktable.hdf5
rename to jass/test/data_real/worktable-withnans.hdf5
diff --git a/jass/test/data_test1/COV.csv b/jass/test/data_test1/COV.csv
deleted file mode 100644
index 2c45ac17818b90efa5afbc3d58060bf9c65263a8..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/COV.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-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
deleted file mode 100644
index c35ae04ecf7404997a7401dfd84c29a2ef2dfe40..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/SumStatTab.txt
+++ /dev/null
@@ -1,13 +0,0 @@
-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
deleted file mode 100644
index 337d7e8e0b79701321e9bffec5fd47093cd0a61b..0000000000000000000000000000000000000000
Binary files a/jass/test/data_test1/chr.txt and /dev/null differ
diff --git a/jass/test/data_test1/initTable.hdf5 b/jass/test/data_test1/initTable.hdf5
deleted file mode 100644
index 43518edff657babee693ad6a63b453d2fbe434cb..0000000000000000000000000000000000000000
Binary files a/jass/test/data_test1/initTable.hdf5 and /dev/null differ
diff --git a/jass/test/data_test1/metadata.txt b/jass/test/data_test1/metadata.txt
deleted file mode 100644
index 8eb75e7afde9d6be08b89e2cf8892384a384af5a..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/metadata.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-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
deleted file mode 100644
index c7241b86a4541d8c7d7f5c5ba9e6317e339a64e2..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/regions.txt
+++ /dev/null
@@ -1,8 +0,0 @@
-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
deleted file mode 100644
index 149b6ca13274a17c43fced1f210ca452e0d7f733..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/summary.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-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_test1/z_DISNEY_POCAHONT_chr1.txt b/jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt
deleted file mode 100644
index ded3476cd998c42133d1ca9c4d5d27b3f4b60c22..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_POCAHONT_chr1.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index d4eec567807c2eec9e6932c02faec9daa46fcf22..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_POCAHONT_chr2.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-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
deleted file mode 100644
index 18264b859cb897c27cc558548820a1d5b2abd83a..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_POCAHONT_chr3.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-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
deleted file mode 100644
index a4e8fa9cd4ec1ba8dac092aab3230362196e20c3..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_RATATOUY_chr1.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 86f61ecbd7d6aab1dc8b7655cebfed8fbf272ee6..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_RATATOUY_chr2.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-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
deleted file mode 100644
index c1959185fdc4e2157ede61fc170790e6c863d8bc..0000000000000000000000000000000000000000
--- a/jass/test/data_test1/z_DISNEY_RATATOUY_chr3.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-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
deleted file mode 100644
index 46119fe1b9a6a3eb86a4666fb07f93d318018fa0..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/COV.csv
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 9c5544b333bb58576eb22e68abfca405ed445acb..0000000000000000000000000000000000000000
Binary files a/jass/test/data_test2/chr.txt and /dev/null differ
diff --git a/jass/test/data_test2/create_unit_test_smart.R b/jass/test/data_test2/create_unit_test_smart.R
deleted file mode 100644
index 71a0e7631b1c5ea8ab8804b94ff984665164ea91..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/create_unit_test_smart.R
+++ /dev/null
@@ -1,87 +0,0 @@
-## 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
deleted file mode 100644
index b7dc5d7db470bf3819f4617cd3b9e92e1a2c1f0d..0000000000000000000000000000000000000000
Binary files a/jass/test/data_test2/initTable.hdf5 and /dev/null differ
diff --git a/jass/test/data_test2/metadata.txt b/jass/test/data_test2/metadata.txt
deleted file mode 100644
index e70e8c5f23fb4ce9142e833a6da916d228e9f001..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/metadata.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-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
deleted file mode 100644
index 020c4d931922cf1e0b267f44c89dea30e9b73385..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/regions.txt
+++ /dev/null
@@ -1,11 +0,0 @@
-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
deleted file mode 100644
index 6aef4f3a55b773fa1a7faf0ec0488aba59e3373d..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/summary.csv
+++ /dev/null
@@ -1,7 +0,0 @@
-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_test2/z_BMW_ISETTA_chr1.txt b/jass/test/data_test2/z_BMW_ISETTA_chr1.txt
deleted file mode 100644
index ba168c87cb4a0d7a71bb9e345e8e52058f81c6c6..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_ISETTA_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index f654684b8edbad4b0c8570e6e673a898bf3968e8..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_ISETTA_chr2.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 30b5fefe1978c0e8d5b8002adcebc6f674bab97b..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_ISETTA_chr3.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index f5269355934349a3552ac1421a1761b3e57c9af4..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_ISETTA_chr4.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index be6510ece435217aad150b535b63a6c7a3b36843..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_ISETTA_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index fe30e814732cf650b50b165aecfe015eabb061bc..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_MINI_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 8d43408a9306776e8d1d8f5888e5a734ac8b163b..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_MINI_chr2.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 01931f84bbf48153933ae21b4590f8e367157f4a..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_MINI_chr3.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 7cbd68f13544cfe0da4b81cf38b0a1853e63ec0a..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_MINI_chr4.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index ee8a72149b041dba76cde9e38347aac4fc8dc185..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_BMW_MINI_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 90c8298ac67ab48c1521708e82dd2cc8aadc08bd..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQCENT_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index eaeaedff3e765943efabe07bc592cafafe2e2153..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQCENT_chr2.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 79f6654e10d70614c5df7b159e4632649943f512..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQCENT_chr3.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index e3ee62385639908a2e5b4ac9a6fe25701391101b..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQCENT_chr4.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index ff4a6d54b2699b83c398267413910ea680412861..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQCENT_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index ab76c899a0c8cacc10549e329126c162467efe95..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 41efda8549747b5aa27865a3e3bf1e4c7eb6589b..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr2.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index bb75d15270802fdd2ce684f50b84cb10da58aa8e..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr3.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index f39337397edcfd212ec5f5a0d84ad2b08cd518ce..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr4.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index ce0f5748472d5cd7e27f945ed87aecef2840603a..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_FIAT_CINQUECENTO_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index c1690edd2238a345d6579cb796abe8d21817eaa7..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_MERCO_SMART_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index b550771006bb7919a0199d3a3d2f7e0429eb5b80..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_MERCO_SMART_chr2.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index e81f2ac70279ecaa6fc7f626e35952af4a47e49a..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_MERCO_SMART_chr3.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index bb4267422d8903207c9f986377365925fede7c97..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_MERCO_SMART_chr4.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 84a041f4660f4e7927c65caa88997efb7b2f9505..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_MERCO_SMART_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 909ae54449de02a93e2988cdcbcc12205d913dff..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_TATA_TATANANO_chr1.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 7b83919ad2352ca41bb726672d95f5795939cb6a..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_TATA_TATANANO_chr2.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index 2e18b72c75b85e8b36de115ad275c31e2ee23431..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_TATA_TATANANO_chr3.txt
+++ /dev/null
@@ -1,7 +0,0 @@
-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
deleted file mode 100644
index c10363107c3e979971a3e60e8ff1efef7fd0f3a3..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_TATA_TATANANO_chr4.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index 765fd14e4bc6d5742677609829a04b54c1ec48c9..0000000000000000000000000000000000000000
--- a/jass/test/data_test2/z_TATA_TATANANO_chr5.txt
+++ /dev/null
@@ -1,4 +0,0 @@
-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
deleted file mode 100644
index d311c401bcdb3f586728a01a5314a19be8b9d6dd..0000000000000000000000000000000000000000
Binary files a/jass/test/data_test2/zscores.png and /dev/null differ
diff --git a/jass/test/test_init_table.py b/jass/test/test_init_table.py
index e790689b9dfc8672cf6c016d86c990fa76cfc73d..3d7b0ef77d96b29fa17daef24032b2fd5c8de1df 100644
--- a/jass/test/test_init_table.py
+++ b/jass/test/test_init_table.py
@@ -19,10 +19,13 @@ class TestInitTable(object):
         # Create a temporary directory
         self.test_dir = tempfile.mkdtemp()
         input_data_path = self.get_file_path_fn("*chr*.txt")
-        init_covariance_path = self.get_file_path_fn("COV.csv")
+        if self.computed_cov:
+            init_covariance_path = None
+        else:
+            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("initTable.hdf5")
+        self.expected_hdf_path = self.get_file_path_fn(f"initTable{'-computed-cov' if self.computed_cov else ''}.hdf5")
         init_table_path = os.path.join(self.test_dir, "test_init_table.hdf5")
         create_inittable_file(
             input_data_path,
@@ -66,15 +69,15 @@ class TestInitTable(object):
         assert_frame_equal(self.expected_cov, self.result_cov, check_like=True)
 
 
-params = [("nonans", "data_test1"), ("withnans", "data_test2")]
+params = [("nonans", "data_real", True), ("withnans", "data_real", False)]
 
-for name, param in params:
+for name, param, computed_cov in params:
     cls_name = "TestInitTable_%s" % (name,)
     print(cls_name)
     globals()[cls_name] = type(
         cls_name,
         (TestInitTable, JassTestCase),
-        {"test_folder": param, "__test__": True},
+        {"test_folder": param, "computed_cov":computed_cov, "__test__": True},
     )
 
 if __name__ == "__main__":
diff --git a/jass/test/test_plots.py b/jass/test/test_plots.py
index 7748ccbabb60dfe47cb3a3e260d4af3fda9fd3c3..ad0012abe26c219928e091f836c1a26e87034b9f 100644
--- a/jass/test/test_plots.py
+++ b/jass/test/test_plots.py
@@ -2,24 +2,21 @@
 
 from __future__ import absolute_import
 import os, shutil, tempfile
+from pathlib import Path
 
-from pandas import read_hdf
-from pandas.testing import assert_frame_equal
-
-from jass.models.plots import create_global_plot
+from jass.models import plots
 
 from . import JassTestCase
 
 
 class TestPlots(JassTestCase):
 
-    test_folder = "data_test1"
+    test_folder = "data_real"
 
     def setUp(self):
         # Create a temporary directory
-        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")
+        self.test_dir = Path(tempfile.mkdtemp())
+        self.worktable_hdf_path = self.get_file_path_fn("worktable-withnans.hdf5")
 
     def tearDown(self):
         # Remove the directory after the test
@@ -27,10 +24,16 @@ class TestPlots(JassTestCase):
         pass
 
     def test_create_global_plot(self):
-        """
-        Compare result and expected SumStatJostTab
-        """
-        create_global_plot(self.worktable_hdf_path, self.global_plot_path)
+        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)
 
 
 if __name__ == "__main__":
diff --git a/jass/test/test_worktable.py b/jass/test/test_worktable.py
index 20e076584a74cfddfc6883aef7cce9c5088ccb5d..8509e2056c7d773d114c6d26a5f54bab1f86b523 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("worktable.hdf5")
+        cls.expected_hdf_path = cls.get_file_path_fn(f"worktable{'-nonans' if cls.remove_nan else '-withnans'}.hdf5")
         # with coerce_pickle_protocol(4):
         create_worktable_file(
             cls.phenotypes_sel, init_file_path, cls.result_hdf_path, cls.remove_nan
@@ -84,21 +84,16 @@ class TestWorkTable(object):
         )
 
 
-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",
+phenotypes_real = [
+    "z_MAGIC_FAST-GLUCOSE",
+    "z_MAGIC_FAST-INSULIN",
+    "z_MAGIC_GLUCOSE-TOLERANCE",
+    "z_MAGIC_HBA1C",
 ]
 
 params = [
-    ("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),
+    ("nonans", "data_real", phenotypes_real, True),
+    ("withnans", "data_real", phenotypes_real, 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 35e5729cc5c41ea7910035759d8d9edbda9d2e35..5ec8a85a8228207e3634ecd40d30f4b3e6255e4e 100755
--- a/jass/test/update_test_hdf5_files.sh
+++ b/jass/test/update_test_hdf5_files.sh
@@ -25,7 +25,13 @@ 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.hdf5
+  jass create-project-data --init-table-path "${DATA_DIR}/initTable.hdf5" --phenotype ${TRAITS} --worktable-path ./${DATA_DIR}/worktable-nonans.hdf5 --remove-nans
 
 done
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index eca93137eabad0c9c1d363794dff515723c22b0e..84e13569e56fde86189563ebd034265eb4295998 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -7,7 +7,7 @@ numpy
 pandas
 tables
 scipy
-matplotlib
+matplotlib>=3.7.4
 seaborn
 celery
 importlib-metadata==4.13.0
diff --git a/test_docker_compose.sh b/test_docker_compose.sh
index 065e9633f738282b499bd295a8db824ec8c6efd2..376ffc083583148758339a94760a284ed7741dfe 100755
--- a/test_docker_compose.sh
+++ b/test_docker_compose.sh
@@ -1,7 +1,7 @@
 #!/usr/bin/env bash
 
-if [ "$(docker-compose ps | grep jass | grep -v Exit | wc -l)" == "0" ]; then
-  docker-compose -f docker-compose.yaml -f docker-compose.test.yaml up -d --build || exit 99
+if [ "$(docker compose ps | grep jass | grep -v Exit | wc -l)" == "0" ]; then
+  docker compose -f docker-compose.yaml -f docker-compose.test.yaml up -d --build || exit 99
   echo "Waiting some time for interface to be up"
   sleep 5
 else
@@ -110,7 +110,13 @@ curl --location http://0.0.0.0:8080/api/projects/$PROJECT_ID/genome_full \
 if [ ! -s log/07-*.csv ]; then exit 07; fi
 
 echo "Waiting for worktable"
+I=0
 while  [[ "$(jq .status.worktable projects/project_$PROJECT_ID/meta.json)" != "\"READY\"" ]]; do
+  I=$(expr $I + 1)
+  if [ $I -gt 120 ]; then
+    echo "Waited too long, exiting"
+    exit 77
+  fi
   echo "... waiting for worktable"
   sleep 1
 done