diff --git a/.gitignore b/.gitignore
index 22261e4..8db8d84 100644
--- a/.gitignore
+++ b/.gitignore
@@ -17,4 +17,5 @@ spark-config.xml
 **/output/*
 !**/output/*.xml
 !src/**/output
+**/tests/tests.log
 
diff --git a/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.csv b/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.csv
new file mode 100644
index 0000000..88081c9
--- /dev/null
+++ b/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.csv
@@ -0,0 +1,4 @@
+$tick,count$TestAgent,$number-TestAgent
+-1,10000.0,10000
+0,10000.0,10000
+1000,10328.0,10328
diff --git a/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.dat b/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.dat
new file mode 100644
index 0000000..d72d8fe
Binary files /dev/null and b/spark/tests/data/CreateDieA.xml_1000_10_Observer1_serial.dat differ
diff --git a/spark/tests/data/CreateDieA.xml_1000_3_Observer1_serial_all.csv b/spark/tests/data/CreateDieA.xml_1000_3_Observer1_serial_all.csv
new file mode 100644
index 0000000..c6b5a15
--- /dev/null
+++ b/spark/tests/data/CreateDieA.xml_1000_3_Observer1_serial_all.csv
@@ -0,0 +1,1003 @@
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diff --git a/spark/tests/data/CreateDieA.xml_1000_3_Observer1_serial_all.dat b/spark/tests/data/CreateDieA.xml_1000_3_Observer1_serial_all.dat
new file mode 100644
index 0000000..8c3de9d
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diff --git a/spark/tests/data/CreateDieB.xml_1000_10_Observer1_serial.csv b/spark/tests/data/CreateDieB.xml_1000_10_Observer1_serial.csv
new file mode 100644
index 0000000..936496f
--- /dev/null
+++ b/spark/tests/data/CreateDieB.xml_1000_10_Observer1_serial.csv
@@ -0,0 +1,4 @@
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diff --git a/spark/tests/data/CreateDieB.xml_1000_10_Observer1_serial.dat b/spark/tests/data/CreateDieB.xml_1000_10_Observer1_serial.dat
new file mode 100644
index 0000000..eca7852
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diff --git a/spark/tests/data/CreateDieB.xml_1000_3_Observer1_serial_all.csv b/spark/tests/data/CreateDieB.xml_1000_3_Observer1_serial_all.csv
new file mode 100644
index 0000000..ee1631f
--- /dev/null
+++ b/spark/tests/data/CreateDieB.xml_1000_3_Observer1_serial_all.csv
@@ -0,0 +1,1003 @@
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diff --git a/spark/tests/data/CreateDieB.xml_1000_3_Observer1_serial_all.dat b/spark/tests/data/CreateDieB.xml_1000_3_Observer1_serial_all.dat
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index 0000000..78ddc60
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diff --git a/spark/tests/data/EvaporationAndDiffusion.xml_1000_1000_Observer1_serial.csv b/spark/tests/data/EvaporationAndDiffusion.xml_1000_1000_Observer1_serial.csv
new file mode 100644
index 0000000..293de1a
--- /dev/null
+++ b/spark/tests/data/EvaporationAndDiffusion.xml_1000_1000_Observer1_serial.csv
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new file mode 100644
index 0000000..81b9644
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diff --git a/spark/tests/data/EvaporationAndDiffusion.xml_1000_300_Observer1_serial_all.csv b/spark/tests/data/EvaporationAndDiffusion.xml_1000_300_Observer1_serial_all.csv
new file mode 100644
index 0000000..6e6c0d2
--- /dev/null
+++ b/spark/tests/data/EvaporationAndDiffusion.xml_1000_300_Observer1_serial_all.csv
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diff --git a/spark/tests/data/EvaporationAndDiffusion.xml_1000_300_Observer1_serial_all.dat b/spark/tests/data/EvaporationAndDiffusion.xml_1000_300_Observer1_serial_all.dat
new file mode 100644
index 0000000..c904ded
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diff --git a/spark/tests/data/GameOfLifeModel.xml_1000_1111_Observer1_concurrent.csv b/spark/tests/data/GameOfLifeModel.xml_1000_1111_Observer1_concurrent.csv
new file mode 100644
index 0000000..43f2e32
--- /dev/null
+++ b/spark/tests/data/GameOfLifeModel.xml_1000_1111_Observer1_concurrent.csv
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diff --git a/spark/tests/data/GameOfLifeModel.xml_1000_1111_Observer1_concurrent.dat b/spark/tests/data/GameOfLifeModel.xml_1000_1111_Observer1_concurrent.dat
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diff --git a/spark/tests/data/GameOfLifeModel.xml_100_33340_Observer1_concurrent_all.csv b/spark/tests/data/GameOfLifeModel.xml_100_33340_Observer1_concurrent_all.csv
new file mode 100644
index 0000000..db9e635
--- /dev/null
+++ b/spark/tests/data/GameOfLifeModel.xml_100_33340_Observer1_concurrent_all.csv
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new file mode 100644
index 0000000..2d2e690
--- /dev/null
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new file mode 100644
index 0000000..2d2e690
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new file mode 100644
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new file mode 100644
index 0000000..7d458d2
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new file mode 100644
index 0000000..d7acf65
--- /dev/null
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index 0000000..f9835b9
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diff --git a/spark/tests/data/RSVModel.xml_100_30_Observer1_concurrent_all.dat b/spark/tests/data/RSVModel.xml_100_30_Observer1_concurrent_all.dat
new file mode 100644
index 0000000..279a50a
Binary files /dev/null and b/spark/tests/data/RSVModel.xml_100_30_Observer1_concurrent_all.dat differ
diff --git a/spark/tests/data/RSVModel.xml_100_30_Observer1_serial_all.csv b/spark/tests/data/RSVModel.xml_100_30_Observer1_serial_all.csv
new file mode 100644
index 0000000..4ca36c5
--- /dev/null
+++ b/spark/tests/data/RSVModel.xml_100_30_Observer1_serial_all.csv
@@ -0,0 +1,103 @@
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diff --git a/spark/tests/data/RSVModel.xml_100_30_Observer1_serial_all.dat b/spark/tests/data/RSVModel.xml_100_30_Observer1_serial_all.dat
new file mode 100644
index 0000000..13d8a8e
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diff --git a/spark/tests/data/Simple3dModel.xml_100_300000_Observer1_serial_all.csv b/spark/tests/data/Simple3dModel.xml_100_300000_Observer1_serial_all.csv
new file mode 100644
index 0000000..5cbf560
--- /dev/null
+++ b/spark/tests/data/Simple3dModel.xml_100_300000_Observer1_serial_all.csv
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diff --git a/spark/tests/data/Simple3dModel.xml_100_300000_Observer1_serial_all.dat b/spark/tests/data/Simple3dModel.xml_100_300000_Observer1_serial_all.dat
new file mode 100644
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diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.csv b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.csv
new file mode 100644
index 0000000..70e359f
--- /dev/null
+++ b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.csv
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diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.dat b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.dat
new file mode 100644
index 0000000..2939da7
Binary files /dev/null and b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_concurrent_all.dat differ
diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_serial.csv b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_serial.csv
new file mode 100644
index 0000000..63e103f
--- /dev/null
+++ b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_serial.csv
@@ -0,0 +1,4 @@
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diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_serial.dat b/spark/tests/data/ToyInfectionModel.xml_1000_10_Observer1_serial.dat
new file mode 100644
index 0000000..1caba24
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diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_3_Observer1_serial_all.csv b/spark/tests/data/ToyInfectionModel.xml_1000_3_Observer1_serial_all.csv
new file mode 100644
index 0000000..03f168b
--- /dev/null
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diff --git a/spark/tests/data/ToyInfectionModel.xml_1000_3_Observer1_serial_all.dat b/spark/tests/data/ToyInfectionModel.xml_1000_3_Observer1_serial_all.dat
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index 0000000..fa41af0
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new file mode 100644
index 0000000..7301aa4
--- /dev/null
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diff --git a/spark/tests/data/WormsModel.xml_1000_1_Observer1_serial.dat b/spark/tests/data/WormsModel.xml_1000_1_Observer1_serial.dat
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diff --git a/spark/tests/data/WormsModel.xml_5000_300000_Observer1_serial_all.csv b/spark/tests/data/WormsModel.xml_5000_300000_Observer1_serial_all.csv
new file mode 100644
index 0000000..d879b72
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diff --git a/spark/tests/data/WormsModel.xml_5000_300000_Observer1_serial_all.dat b/spark/tests/data/WormsModel.xml_5000_300000_Observer1_serial_all.dat
new file mode 100644
index 0000000..de56114
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