diff --git a/tests/data/csv/points.csv b/tests/data/csv/points.csv
new file mode 100644
index 000000000..4852c0fcf
--- /dev/null
+++ b/tests/data/csv/points.csv
@@ -0,0 +1,6 @@
+x,y,label
+0,0,"0,0"
+5,5,"5,5"
+0,5,"0,5"
+5,0,"5,0"
+2,2,"2.5,2.5"
diff --git a/tests/data/csv/points.vrt b/tests/data/csv/points.vrt
new file mode 100644
index 000000000..708fd0f6c
--- /dev/null
+++ b/tests/data/csv/points.vrt
@@ -0,0 +1,8 @@
+<OGRVRTDataSource>
+    <OGRVRTLayer name="points">
+        <SrcDataSource relativeToVRT="1">./points.csv</SrcDataSource>
+        <GeometryType>wkbPoint</GeometryType>
+        <LayerSRS>WGS84</LayerSRS>
+        <GeometryField encoding="PointFromColumns" x="x" y="y"/>
+    </OGRVRTLayer>
+</OGRVRTDataSource>
\ No newline at end of file
diff --git a/tests/data/good_maps/point_csv.xml b/tests/data/good_maps/point_csv.xml
new file mode 100644
index 000000000..db1bd2470
--- /dev/null
+++ b/tests/data/good_maps/point_csv.xml
@@ -0,0 +1,31 @@
+<!DOCTYPE Map>
+<Map background-color="#b5d0d0" srs="+init=epsg:4326" minimum-version="0.7.0">
+    <Style name="1">
+        <Rule title="foo">
+            <Filter>([x]=0)</Filter>
+            <TextSymbolizer name="[label]" size="10" dy="-10" face-name="DejaVu Sans Book" halo-radius="1" allow-overlap="true"/>
+            <PointSymbolizer/>
+        </Rule>
+        <Rule title="foo">
+            <Filter>([y]=0)</Filter>
+            <TextSymbolizer name="[label]" size="10" dy="5" face-name="DejaVu Sans Book" halo-radius="1"/>
+            <PointSymbolizer/>
+        </Rule>
+        <Rule title="foo">
+            <ElseFilter/>
+            <TextSymbolizer name="[label]" size="10" dy="-5" face-name="DejaVu Sans Book" halo-radius="1"/>
+            <PointSymbolizer/>
+        </Rule>
+        
+    </Style>
+
+    <Layer name="point" srs="+init=epsg:4326">
+        <StyleName>1</StyleName>
+        <Datasource>
+            <Parameter name="file">../csv/points.vrt</Parameter>
+            <Parameter name="layer_by_index">0</Parameter>
+            <Parameter name="type">ogr</Parameter>
+        </Datasource>
+    </Layer>
+
+</Map>
\ No newline at end of file