diff --git a/.gitignore b/.gitignore
index caf1de3..97e5838 100644
--- a/.gitignore
+++ b/.gitignore
@@ -2,6 +2,7 @@ draft/
 __pycache__/
 local_data/
 data/
+.ideas/
 
 itest_*.py
 symbology-style.db
\ No newline at end of file
diff --git a/.idea/varennes_gis_oo.iml b/.idea/varennes_gis_oo.iml
index e3c7e11..702ce8d 100644
--- a/.idea/varennes_gis_oo.iml
+++ b/.idea/varennes_gis_oo.iml
@@ -3,7 +3,7 @@
   <component name="NewModuleRootManager">
     <content url="file://$MODULE_DIR$/../mtl_gis_oo" />
     <content url="file://$MODULE_DIR$" />
-    <orderEntry type="jdk" jdkName="Python 3.9 (hydroquebec_archetype_gispy)" jdkType="Python SDK" />
+    <orderEntry type="inheritedJdk" />
     <orderEntry type="sourceFolder" forTests="false" />
   </component>
 </module>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index 5e07e44..3453fa3 100644
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
@@ -2,8 +2,8 @@
 <project version="4">
   <component name="ChangeListManager">
     <list default="true" id="f573afdc-6df8-45f9-b0c4-8c66a8709f28" name="Changes" comment="">
-      <change afterPath="$PROJECT_DIR$/handle_varennes_ds_workflow.py" afterDir="false" />
-      <change afterPath="$PROJECT_DIR$/varennes_io_paths.py" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/varennes_gis_oo.iml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/varennes_gis_oo.iml" afterDir="false" />
+      <change beforePath="$PROJECT_DIR$/.idea/workspace.xml" beforeDir="false" afterPath="$PROJECT_DIR$/.idea/workspace.xml" afterDir="false" />
     </list>
     <option name="SHOW_DIALOG" value="false" />
     <option name="HIGHLIGHT_CONFLICTS" value="true" />
@@ -33,13 +33,43 @@
   "keyToString": {
     "RunOnceActivity.OpenProjectViewOnStart": "true",
     "RunOnceActivity.ShowReadmeOnStart": "true",
+    "SHARE_PROJECT_CONFIGURATION_FILES": "true",
     "WebServerToolWindowFactoryState": "false",
-    "last_opened_file_path": "C:/Users/a_adli/PycharmProjects/mtl_gis_oo",
+    "last_opened_file_path": "C:/Users/a_adli/PycharmProjects/hub_new",
     "node.js.detected.package.eslint": "true",
     "node.js.selected.package.eslint": "(autodetect)",
-    "settings.editor.selected.configurable": "com.jetbrains.python.configuration.PyActiveSdkModuleConfigurable"
+    "settings.editor.selected.configurable": "com.jetbrains.python.configuration.PythonContentEntriesConfigurable"
   }
 }]]></component>
+  <component name="RunManager">
+    <configuration name="handle_varennes_ds_workflow" type="PythonConfigurationType" factoryName="Python" temporary="true" nameIsGenerated="true">
+      <module name="varennes_gis_oo" />
+      <option name="INTERPRETER_OPTIONS" value="" />
+      <option name="PARENT_ENVS" value="true" />
+      <envs>
+        <env name="PYTHONUNBUFFERED" value="1" />
+      </envs>
+      <option name="SDK_HOME" value="" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="IS_MODULE_SDK" value="true" />
+      <option name="ADD_CONTENT_ROOTS" value="true" />
+      <option name="ADD_SOURCE_ROOTS" value="true" />
+      <EXTENSION ID="PythonCoverageRunConfigurationExtension" runner="coverage.py" />
+      <option name="SCRIPT_NAME" value="$PROJECT_DIR$/handle_varennes_ds_workflow.py" />
+      <option name="PARAMETERS" value="" />
+      <option name="SHOW_COMMAND_LINE" value="false" />
+      <option name="EMULATE_TERMINAL" value="false" />
+      <option name="MODULE_MODE" value="false" />
+      <option name="REDIRECT_INPUT" value="false" />
+      <option name="INPUT_FILE" value="" />
+      <method v="2" />
+    </configuration>
+    <recent_temporary>
+      <list>
+        <item itemvalue="Python.handle_varennes_ds_workflow" />
+      </list>
+    </recent_temporary>
+  </component>
   <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
   <component name="TaskManager">
     <task active="true" id="Default" summary="Default task">
@@ -48,7 +78,14 @@
       <option name="number" value="Default" />
       <option name="presentableId" value="Default" />
       <updated>1721743664137</updated>
-      <workItem from="1721743665609" duration="1044000" />
+      <workItem from="1721743665609" duration="2837000" />
+      <workItem from="1721761725752" duration="378000" />
+      <workItem from="1721769124874" duration="1153000" />
+      <workItem from="1721832870530" duration="594000" />
+      <workItem from="1721845811295" duration="1532000" />
+      <workItem from="1721917274342" duration="3128000" />
+      <workItem from="1722007892511" duration="1277000" />
+      <workItem from="1722263743514" duration="959000" />
     </task>
     <servers />
   </component>
@@ -66,4 +103,7 @@
       </map>
     </option>
   </component>
+  <component name="com.intellij.coverage.CoverageDataManagerImpl">
+    <SUITE FILE_PATH="coverage/varennes_gis_oo$handle_varennes_ds_workflow.coverage" NAME="handle_varennes_ds_workflow Coverage Results" MODIFIED="1721918468415" SOURCE_PROVIDER="com.intellij.coverage.DefaultCoverageFileProvider" RUNNER="coverage.py" COVERAGE_BY_TEST_ENABLED="true" COVERAGE_TRACING_ENABLED="false" WORKING_DIRECTORY="$PROJECT_DIR$" />
+  </component>
 </project>
\ No newline at end of file
diff --git a/README.md b/README.md
index 2657359..35bc248 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@ https://nextgenerations-cities.encs.concordia.ca/ckan/dataset/varennes-digital-t
 https://nextgenerations-cities.encs.concordia.ca/ckan/dataset/varennes-digital-surface-model-dsm-nrcan
 https://nextgenerations-cities.encs.concordia.ca/ckan/dataset/varennes-shp-file-by-nrcan
 
-![alt text](https://nextgenerations-cities.encs.concordia.ca/gitea/a_adli/varennes_gis_oo/src/branch/main/remote_data/pics/varennes_dem.png "The extend of the DEM datasets")
+![The extend of the DEM datasets](images/varennes_dem.png)
 
 The Quebec Property Assessment 2022 has been clipped and uploaded for Varennes:
 https://nextgenerations-cities.encs.concordia.ca/ckan/dataset/varennes-clipped-quebec-property-assessment-rolls-2022
diff --git a/remote_data/pics/varennes_dem.png b/remote_data/pics/varennes_dem.png
deleted file mode 100644
index 6177253..0000000
Binary files a/remote_data/pics/varennes_dem.png and /dev/null differ