From 51ca92636724a77ce62289fcbd4409f343615009 Mon Sep 17 00:00:00 2001
From: Simon Ambridge <simon@ntier-db.com>
Date: Fri, 1 Dec 2017 16:27:31 +0000
Subject: [PATCH] Doc updates

---
 .idea/misc.xml                              |   6 +
 .idea/modules.xml                           |   8 +
 .idea/vcs.xml                               |   6 +
 .idea/workspace.xml                         | 378 ++++++++++++++++++++
 RollUpReports/RTFAP2 - RUP by Card.json     |   1 +
 RollUpReports/RTFAP2 - RUP by Merchant.json |   1 +
 RollUpReports/zeppelin_example.png          | Bin 0 -> 253886 bytes
 creates_and_inserts.cql                     |  14 +-
 8 files changed, 413 insertions(+), 1 deletion(-)
 create mode 100644 .idea/misc.xml
 create mode 100644 .idea/modules.xml
 create mode 100644 .idea/vcs.xml
 create mode 100644 .idea/workspace.xml
 create mode 100644 RollUpReports/RTFAP2 - RUP by Card.json
 create mode 100644 RollUpReports/RTFAP2 - RUP by Merchant.json
 create mode 100644 RollUpReports/zeppelin_example.png

diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..cc6eae0
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectRootManager" version="2" default="true">
+    <output url="file://$PROJECT_DIR$/out" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..ac45cd3
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/RTFAP2.iml" filepath="$PROJECT_DIR$/RTFAP2.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..35eb1dd
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
new file mode 100644
index 0000000..22f7ded
--- /dev/null
+++ b/.idea/workspace.xml
@@ -0,0 +1,378 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ChangeListManager">
+    <list default="true" id="2b566f18-123f-4207-a747-7b8a2389afde" name="Default" comment="" />
+    <ignored path="$PROJECT_DIR$/out/" />
+    <option name="EXCLUDED_CONVERTED_TO_IGNORED" value="true" />
+    <option name="TRACKING_ENABLED" value="true" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="FileEditorManager">
+    <leaf SIDE_TABS_SIZE_LIMIT_KEY="300">
+      <file leaf-file-name="RollUpReportsByCC.scala" pinned="false" current-in-tab="true">
+        <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByCC.scala">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="381">
+              <caret line="79" column="2" lean-forward="false" selection-start-line="79" selection-start-column="2" selection-end-line="79" selection-end-column="2" />
+              <folding>
+                <element signature="e#52#96#0" expanded="true" />
+              </folding>
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file leaf-file-name="RollUpReportsByMerchant.scala" pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="225">
+              <caret line="17" column="0" lean-forward="false" selection-start-line="14" selection-start-column="0" selection-end-line="17" selection-end-column="0" />
+              <folding>
+                <element signature="e#52#96#0" expanded="true" />
+              </folding>
+            </state>
+          </provider>
+        </entry>
+      </file>
+      <file leaf-file-name="build.sbt" pinned="false" current-in-tab="false">
+        <entry file="file://$PROJECT_DIR$/TransactionHandlers/build.sbt">
+          <provider selected="true" editor-type-id="text-editor">
+            <state relative-caret-position="150">
+              <caret line="10" column="6" lean-forward="false" selection-start-line="10" selection-start-column="6" selection-end-line="10" selection-end-column="6" />
+              <folding />
+            </state>
+          </provider>
+        </entry>
+      </file>
+    </leaf>
+  </component>
+  <component name="FindInProjectRecents">
+    <findStrings>
+      <find>temp_dailytxns_bymerchant</find>
+      <find>temp_transactions</find>
+    </findStrings>
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="GradleLocalSettings">
+    <option name="externalProjectsViewState">
+      <projects_view />
+    </option>
+  </component>
+  <component name="IdeDocumentHistory">
+    <option name="CHANGED_PATHS">
+      <list>
+        <option value="$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala" />
+        <option value="$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByCC.scala" />
+      </list>
+    </option>
+  </component>
+  <component name="ProjectFrameBounds">
+    <option name="y" value="39" />
+    <option name="width" value="1635" />
+    <option name="height" value="956" />
+  </component>
+  <component name="ProjectView">
+    <navigator currentView="ProjectPane" proportions="" version="1">
+      <flattenPackages />
+      <showMembers />
+      <showModules />
+      <showLibraryContents />
+      <hideEmptyPackages />
+      <abbreviatePackageNames />
+      <autoscrollToSource />
+      <autoscrollFromSource />
+      <sortByType />
+      <manualOrder />
+      <foldersAlwaysOnTop value="true" />
+    </navigator>
+    <panes>
+      <pane id="Scope" />
+      <pane id="PackagesPane" />
+      <pane id="AndroidView" />
+      <pane id="ProjectPane">
+        <subPane>
+          <expand>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+            </path>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+              <item name="RollUpReports" type="462c0819:PsiDirectoryNode" />
+            </path>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+              <item name="RollUpReports" type="462c0819:PsiDirectoryNode" />
+              <item name="src" type="462c0819:PsiDirectoryNode" />
+            </path>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+              <item name="RollUpReports" type="462c0819:PsiDirectoryNode" />
+              <item name="src" type="462c0819:PsiDirectoryNode" />
+              <item name="main" type="462c0819:PsiDirectoryNode" />
+            </path>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+              <item name="RollUpReports" type="462c0819:PsiDirectoryNode" />
+              <item name="src" type="462c0819:PsiDirectoryNode" />
+              <item name="main" type="462c0819:PsiDirectoryNode" />
+              <item name="scala" type="462c0819:PsiDirectoryNode" />
+            </path>
+            <path>
+              <item name="RTFAP2" type="b2602c69:ProjectViewProjectNode" />
+              <item name="RTFAP2" type="462c0819:PsiDirectoryNode" />
+              <item name="TransactionHandlers" type="462c0819:PsiDirectoryNode" />
+            </path>
+          </expand>
+          <select />
+        </subPane>
+      </pane>
+      <pane id="Scratches" />
+    </panes>
+  </component>
+  <component name="RunDashboard">
+    <option name="ruleStates">
+      <list>
+        <RuleState>
+          <option name="name" value="ConfigurationTypeDashboardGroupingRule" />
+        </RuleState>
+        <RuleState>
+          <option name="name" value="StatusDashboardGroupingRule" />
+        </RuleState>
+      </list>
+    </option>
+  </component>
+  <component name="RunManager">
+    <configuration default="true" type="Applet" factoryName="Applet">
+      <option name="WIDTH" value="400" />
+      <option name="HEIGHT" value="300" />
+      <option name="POLICY_FILE" value="$APPLICATION_HOME_DIR$/bin/appletviewer.policy" />
+      <module />
+    </configuration>
+    <configuration default="true" type="Application" factoryName="Application">
+      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea" />
+      <option name="MAIN_CLASS_NAME" />
+      <option name="VM_PARAMETERS" />
+      <option name="PROGRAM_PARAMETERS" />
+      <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
+      <option name="ALTERNATIVE_JRE_PATH" />
+      <option name="ENABLE_SWING_INSPECTOR" value="false" />
+      <option name="ENV_VARIABLES" />
+      <option name="PASS_PARENT_ENVS" value="true" />
+      <module name="" />
+      <envs />
+    </configuration>
+    <configuration default="true" type="JUnit" factoryName="JUnit">
+      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea" />
+      <module name="" />
+      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
+      <option name="ALTERNATIVE_JRE_PATH" />
+      <option name="PACKAGE_NAME" />
+      <option name="MAIN_CLASS_NAME" />
+      <option name="METHOD_NAME" />
+      <option name="TEST_OBJECT" value="class" />
+      <option name="VM_PARAMETERS" value="-ea" />
+      <option name="PARAMETERS" />
+      <option name="WORKING_DIRECTORY" value="$MODULE_DIR$" />
+      <option name="ENV_VARIABLES" />
+      <option name="PASS_PARENT_ENVS" value="true" />
+      <option name="TEST_SEARCH_SCOPE">
+        <value defaultName="singleModule" />
+      </option>
+      <envs />
+      <patterns />
+    </configuration>
+    <configuration default="true" type="#org.jetbrains.idea.devkit.run.PluginConfigurationType" factoryName="Plugin">
+      <module name="" />
+      <option name="VM_PARAMETERS" value="-Xmx512m -Xms256m -XX:MaxPermSize=250m -ea" />
+      <option name="PROGRAM_PARAMETERS" />
+      <predefined_log_file id="idea.log" enabled="true" />
+    </configuration>
+    <configuration default="true" type="Remote" factoryName="Remote">
+      <option name="USE_SOCKET_TRANSPORT" value="true" />
+      <option name="SERVER_MODE" value="false" />
+      <option name="SHMEM_ADDRESS" value="javadebug" />
+      <option name="HOST" value="localhost" />
+      <option name="PORT" value="5005" />
+    </configuration>
+    <configuration default="true" type="TestNG" factoryName="TestNG">
+      <extension name="coverage" enabled="false" merge="false" sample_coverage="true" runner="idea" />
+      <module name="" />
+      <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="false" />
+      <option name="ALTERNATIVE_JRE_PATH" />
+      <option name="SUITE_NAME" />
+      <option name="PACKAGE_NAME" />
+      <option name="MAIN_CLASS_NAME" />
+      <option name="METHOD_NAME" />
+      <option name="GROUP_NAME" />
+      <option name="TEST_OBJECT" value="CLASS" />
+      <option name="VM_PARAMETERS" value="-ea" />
+      <option name="PARAMETERS" />
+      <option name="WORKING_DIRECTORY" value="$MODULE_DIR$" />
+      <option name="OUTPUT_DIRECTORY" />
+      <option name="ANNOTATION_TYPE" />
+      <option name="ENV_VARIABLES" />
+      <option name="PASS_PARENT_ENVS" value="true" />
+      <option name="TEST_SEARCH_SCOPE">
+        <value defaultName="singleModule" />
+      </option>
+      <option name="USE_DEFAULT_REPORTERS" value="false" />
+      <option name="PROPERTIES_FILE" />
+      <envs />
+      <properties />
+      <listeners />
+    </configuration>
+  </component>
+  <component name="SbtLocalSettings">
+    <option name="externalProjectsViewState">
+      <projects_view />
+    </option>
+  </component>
+  <component name="ShelveChangesManager" show_recycled="false">
+    <option name="remove_strategy" value="false" />
+  </component>
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="2b566f18-123f-4207-a747-7b8a2389afde" name="Default" comment="" />
+      <created>1510590195021</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1510590195021</updated>
+    </task>
+    <servers />
+  </component>
+  <component name="ToolWindowManager">
+    <frame x="0" y="39" width="1635" height="956" extended-state="0" />
+    <editor active="true" />
+    <layout>
+      <window_info id="Palette" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="TODO" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="6" side_tool="false" content_ui="tabs" />
+      <window_info id="Messages" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="7" side_tool="false" content_ui="tabs" />
+      <window_info id="Palette&#9;" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="Image Layers" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Capture Analysis" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="Event Log" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.18118466" sideWeight="0.5" order="7" side_tool="true" content_ui="tabs" />
+      <window_info id="Maven Projects" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="Run" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Version Control" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="7" side_tool="false" content_ui="tabs" />
+      <window_info id="Terminal" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.2044335" sideWeight="0.5" order="7" side_tool="false" content_ui="tabs" />
+      <window_info id="Capture Tool" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Designer" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Project" active="true" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="true" show_stripe_button="true" weight="0.18644068" sideWeight="0.5" order="0" side_tool="false" content_ui="combo" />
+      <window_info id="Structure" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
+      <window_info id="Ant Build" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.24984306" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
+      <window_info id="UI Designer" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="false" content_ui="tabs" />
+      <window_info id="Theme Preview" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="Debug" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="3" side_tool="false" content_ui="tabs" />
+      <window_info id="Favorites" active="false" anchor="left" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="2" side_tool="true" content_ui="tabs" />
+      <window_info id="Cvs" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="4" side_tool="false" content_ui="tabs" />
+      <window_info id="Message" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="0" side_tool="false" content_ui="tabs" />
+      <window_info id="Commander" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="0" side_tool="false" content_ui="tabs" />
+      <window_info id="Hierarchy" active="false" anchor="right" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.25" sideWeight="0.5" order="2" side_tool="false" content_ui="combo" />
+      <window_info id="Inspection" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.4" sideWeight="0.5" order="5" side_tool="false" content_ui="tabs" />
+      <window_info id="Find" active="false" anchor="bottom" auto_hide="false" internal_type="DOCKED" type="DOCKED" visible="false" show_stripe_button="true" weight="0.33" sideWeight="0.5" order="1" side_tool="false" content_ui="tabs" />
+    </layout>
+  </component>
+  <component name="VcsContentAnnotationSettings">
+    <option name="myLimit" value="2678400000" />
+  </component>
+  <component name="XDebuggerManager">
+    <breakpoint-manager />
+    <watches-manager />
+  </component>
+  <component name="antWorkspaceConfiguration">
+    <option name="IS_AUTOSCROLL_TO_SOURCE" value="false" />
+    <option name="FILTER_TARGETS" value="false" />
+  </component>
+  <component name="editorHistoryManager">
+    <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByCC.scala">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="1005">
+          <caret line="71" column="7" lean-forward="false" selection-start-line="71" selection-start-column="7" selection-end-line="71" selection-end-column="7" />
+          <folding>
+            <element signature="e#52#96#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="345">
+          <caret line="27" column="9" lean-forward="false" selection-start-line="22" selection-start-column="1" selection-end-line="30" selection-end-column="0" />
+          <folding>
+            <element signature="e#52#96#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/TransactionHandlers/build.sbt">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="525">
+          <caret line="35" column="12" lean-forward="false" selection-start-line="35" selection-start-column="3" selection-end-line="35" selection-end-column="12" />
+          <folding />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/RollUpReports/build.sbt">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="240">
+          <caret line="16" column="0" lean-forward="true" selection-start-line="16" selection-start-column="0" selection-end-line="16" selection-end-column="0" />
+          <folding />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/TransactionHandlers/build.sbt">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="150">
+          <caret line="10" column="6" lean-forward="false" selection-start-line="10" selection-start-column="6" selection-end-line="10" selection-end-column="6" />
+          <folding />
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByMerchant.scala">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="225">
+          <caret line="17" column="0" lean-forward="false" selection-start-line="14" selection-start-column="0" selection-end-line="17" selection-end-column="0" />
+          <folding>
+            <element signature="e#52#96#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+    <entry file="file://$PROJECT_DIR$/RollUpReports/src/main/scala/RollUpReportsByCC.scala">
+      <provider selected="true" editor-type-id="text-editor">
+        <state relative-caret-position="381">
+          <caret line="79" column="2" lean-forward="false" selection-start-line="79" selection-start-column="2" selection-end-line="79" selection-end-column="2" />
+          <folding>
+            <element signature="e#52#96#0" expanded="true" />
+          </folding>
+        </state>
+      </provider>
+    </entry>
+  </component>
+  <component name="masterDetails">
+    <states>
+      <state key="ProjectJDKs.UI">
+        <settings>
+          <last-edited>1.8</last-edited>
+          <splitter-proportions>
+            <option name="proportions">
+              <list>
+                <option value="0.2" />
+              </list>
+            </option>
+          </splitter-proportions>
+        </settings>
+      </state>
+    </states>
+  </component>
+</project>
\ No newline at end of file
diff --git a/RollUpReports/RTFAP2 - RUP by Card.json b/RollUpReports/RTFAP2 - RUP by Card.json
new file mode 100644
index 0000000..5dc0782
--- /dev/null
+++ b/RollUpReports/RTFAP2 - RUP by Card.json	
@@ -0,0 +1 @@
+{"paragraphs":[{"text":"import org.apache.spark.sql.hive.HiveContext\nimport org.apache.spark.{SparkConf, SparkContext}\nimport org.apache.spark.sql.{SQLContext, SaveMode}\n","user":"anonymous","dateUpdated":"2017-11-21T14:23:58+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nimport org.apache.spark.sql.hive.HiveContext\n\nimport org.apache.spark.{SparkConf, SparkContext}\n\nimport org.apache.spark.sql.{SQLContext, SaveMode}\n"}]},"apps":[],"jobName":"paragraph_1511217755663_1935191931","id":"20171118-224353_159192803","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:23:58+0000","dateFinished":"2017-11-21T14:23:59+0000","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:1054"},{"text":"val conf = new SparkConf().setAppName(\"RollUpReportsByCard\").set(\"spark.ui.port\", \"40400\" ).set(\"spark.driver.allowMultipleContexts\", \"true\")","user":"anonymous","dateUpdated":"2017-11-21T14:27:29+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nconf: org.apache.spark.SparkConf = org.apache.spark.SparkConf@d2729d2\n"}]},"apps":[],"jobName":"paragraph_1511217755664_1945580151","id":"20171120-185113_356402705","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:27:29+0000","dateFinished":"2017-11-21T14:27:29+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1055"},{"text":"val sc = SparkContext.getOrCreate(conf)","user":"anonymous","dateUpdated":"2017-11-21T14:27:32+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nsc: org.apache.spark.SparkContext = org.apache.spark.SparkContext@25d470b7\n"}]},"apps":[],"jobName":"paragraph_1511217755664_1945580151","id":"20171118-224510_926766130","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:27:32+0000","dateFinished":"2017-11-21T14:27:32+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1056"},{"text":"val sqlContext = new HiveContext(sc)","user":"anonymous","dateUpdated":"2017-11-21T14:27:36+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nwarning: there was one deprecation warning; re-run with -deprecation for details\n\nsqlContext: org.apache.spark.sql.hive.HiveContext = org.apache.spark.sql.hive.HiveContext@77fae61\n"}]},"apps":[],"jobName":"paragraph_1511217755665_1945195402","id":"20171118-224522_1019518227","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:27:36+0000","dateFinished":"2017-11-21T14:27:36+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1057"},{"text":"println(\"Beginning RollUp Reporting By Credit Card number\")","user":"anonymous","dateUpdated":"2017-11-21T14:27:39+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Beginning RollUp Reporting By Credit Card number\n"}]},"apps":[],"jobName":"paragraph_1511217755665_1945195402","id":"20171119-013128_10870176","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:27:39+0000","dateFinished":"2017-11-21T14:27:39+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1058"},{"text":"     sqlContext.sql(\"\"\"CREATE or REPLACE TEMPORARY VIEW temp_transactions\n      USING org.apache.spark.sql.cassandra\n      OPTIONS (\n       table \"transactions\",\n       keyspace \"rtfap\",\n       cluster \"Test Cluster\",\n       pushdown \"true\"\n     )\"\"\")\n","user":"anonymous","dateUpdated":"2017-11-21T14:27:45+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres37: org.apache.spark.sql.DataFrame = []\n"}]},"apps":[],"jobName":"paragraph_1511217755665_1945195402","id":"20171118-224534_255374190","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T14:27:45+0000","dateFinished":"2017-11-21T14:27:45+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1059"},{"text":"val txnCount = sqlContext.sql(\"SELECT count(*) from temp_transactions\")","user":"anonymous","dateUpdated":"2017-11-21T14:27:53+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\ntxnCount: org.apache.spark.sql.DataFrame = [count(1): bigint]\n"}]},"apps":[],"jobName":"paragraph_1511267692015_1803209689","id":"20171121-123452_1840893425","dateCreated":"2017-11-21T12:34:52+0000","dateStarted":"2017-11-21T14:27:53+0000","dateFinished":"2017-11-21T14:27:53+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1060"},{"text":"txnCount.show","user":"anonymous","dateUpdated":"2017-11-21T14:28:10+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+--------+\n|count(1)|\n+--------+\n|    4366|\n+--------+\n\n"}]},"apps":[],"jobName":"paragraph_1511267824221_1692553603","id":"20171121-123704_1845212003","dateCreated":"2017-11-21T12:37:04+0000","dateStarted":"2017-11-21T14:28:10+0000","dateFinished":"2017-11-21T14:28:10+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1061"},{"text":"// convert integer date elements to string - just a subset of fields for the CC roll-ups\nval txnDF = sqlContext.sql(\"SELECT cc_no, \" +\n    \"cast(year as String), \" +\n    \"cast(month AS String), \" +\n    \"cast(day AS String), \" +\n    \"cast(hour AS String), \" +\n    \"amount  \" +\n    \"FROM temp_transactions order by cc_no\")\n","user":"anonymous","dateUpdated":"2017-11-21T14:29:12+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\ntxnDF: org.apache.spark.sql.DataFrame = [cc_no: string, year: string ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511217957780_210638447","id":"20171120-224557_923810095","dateCreated":"2017-11-20T22:45:57+0000","dateStarted":"2017-11-21T14:29:12+0000","dateFinished":"2017-11-21T14:29:12+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1062"},{"text":"txnDF.count","user":"anonymous","dateUpdated":"2017-11-21T13:01:08+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres5: Long = 6\n"}]},"apps":[],"jobName":"paragraph_1511267793348_-1749856103","id":"20171121-123633_5189884","dateCreated":"2017-11-21T12:36:33+0000","dateStarted":"2017-11-21T13:01:08+0000","dateFinished":"2017-11-21T13:01:09+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1063"},{"text":"txnDF.show(10)","user":"anonymous","dateUpdated":"2017-11-21T14:24:22+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+----+-----+---+----+-------+\n|           cc_no|year|month|day|hour| amount|\n+----------------+----+-----+---+----+-------+\n|0007000092552438|2017|   10| 21|   2|1755.08|\n|0008000021465397|2017|   10| 21|   2|1001.77|\n|0008000083826281|2017|   10| 21|   2|2235.93|\n|0010000095396118|2017|   10| 21|   2|1010.09|\n|0017000084177332|2017|   10| 21|   2|2041.92|\n|0017000093085593|2017|   10| 21|   2| 212.19|\n|0039000016004660|2017|   10| 21|   2| 985.27|\n|0039000057860285|2017|   10| 21|   2|  369.3|\n|0040000033441800|2017|   10| 21|   2|  967.2|\n|0042000028553269|2017|   10| 21|   2|1489.74|\n+----------------+----+-----+---+----+-------+\nonly showing top 10 rows\n\n"}]},"apps":[],"jobName":"paragraph_1511221861810_1201946418","id":"20171120-235101_1464967312","dateCreated":"2017-11-20T23:51:01+0000","dateStarted":"2017-11-21T14:24:22+0000","dateFinished":"2017-11-21T14:24:23+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1064"},{"text":"    // Create a temp table based on the new DF\n    txnDF.registerTempTable(\"my_transactions\")","user":"anonymous","dateUpdated":"2017-11-21T13:01:33+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nwarning: there was one deprecation warning; re-run with -deprecation for details\n"}]},"apps":[],"jobName":"paragraph_1511218099292_659471847","id":"20171120-224819_1798930149","dateCreated":"2017-11-20T22:48:19+0000","dateStarted":"2017-11-21T13:01:33+0000","dateFinished":"2017-11-21T13:01:33+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1065"},{"text":"    println(\" - 1. Populating hourlyaggregates_bycc\")","user":"anonymous","dateUpdated":"2017-11-21T13:03:10+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":" - 1. Populating hourlyaggregates_bycc\n"}]},"apps":[],"jobName":"paragraph_1511217979839_-1260995448","id":"20171120-224619_1442331844","dateCreated":"2017-11-20T22:46:19+0000","dateStarted":"2017-11-21T13:03:10+0000","dateFinished":"2017-11-21T13:03:11+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1066"},{"text":"    val rollup1= sqlContext.sql(\"select cc_no, \" +\n      \"int(concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day), if(length(hour)=1, concat('0',hour), hour))) as hour, \" +\n      \"sum(amount) as total_amount, \" +\n      \"min(amount) as min_amount, \" +\n      \"max(amount) as max_amount, \" +\n      \"count(*) as total_count \" +\n      \"from my_transactions \" +\n      \"group by cc_no, \" +\n      \"concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day), if(length(hour)=1, concat('0',hour), hour))\" +\n      \"order by cc_no\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:03:16+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup1: org.apache.spark.sql.DataFrame = [cc_no: string, hour: int ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511217755666_1946349649","id":"20171118-224551_463420359","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:03:16+0000","dateFinished":"2017-11-21T13:03:16+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1067"},{"text":"rollup1.count()","user":"anonymous","dateUpdated":"2017-11-21T13:03:20+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres11: Long = 5\n"}]},"apps":[],"jobName":"paragraph_1511217755666_1946349649","id":"20171119-002750_1045682413","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:03:20+0000","dateFinished":"2017-11-21T13:03:21+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1068"},{"text":"rollup1.printSchema()","user":"anonymous","dateUpdated":"2017-11-21T13:03:28+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- cc_no: string (nullable = true)\n |-- hour: integer (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- min_amount: double (nullable = true)\n |-- max_amount: double (nullable = true)\n |-- total_count: long (nullable = false)\n\n"}]},"apps":[],"jobName":"paragraph_1511217755666_1946349649","id":"20171120-132253_170713426","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:03:28+0000","dateFinished":"2017-11-21T13:03:28+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1069"},{"text":"rollup1.show(10)","user":"anonymous","dateUpdated":"2017-11-21T13:03:31+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+----------+------------+----------+----------+-----------+\n|           cc_no|      hour|total_amount|min_amount|max_amount|total_count|\n+----------------+----------+------------+----------+----------+-----------+\n|1234123412341234|2016030911|       200.0|     200.0|     200.0|          1|\n|1234123412341234|2016031721|       200.0|     200.0|     200.0|          1|\n|1234123412341235|2016030911|      1200.0|     400.0|     800.0|          2|\n|1234123412341236|2016030911|       750.0|     750.0|     750.0|          1|\n|1234123412341237|2016030912|      1500.0|    1500.0|    1500.0|          1|\n+----------------+----------+------------+----------+----------+-----------+\n\n"}]},"apps":[],"jobName":"paragraph_1511217755668_1944041155","id":"20171120-132504_1357441555","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:03:31+0000","dateFinished":"2017-11-21T13:03:32+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1070"},{"text":"val rollup1D= sqlContext.sql(\"select distinct (cc_no) from my_transactions\")","user":"anonymous","dateUpdated":"2017-11-21T13:03:59+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup1D: org.apache.spark.sql.DataFrame = [cc_no: string]\n"}]},"apps":[],"jobName":"paragraph_1511217755667_1945964900","id":"20171119-002949_355129101","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:03:59+0000","dateFinished":"2017-11-21T13:03:59+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1071"},{"text":"rollup1D.show","user":"anonymous","dateUpdated":"2017-11-21T13:04:03+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+\n|           cc_no|\n+----------------+\n|1234123412341234|\n|1234123412341235|\n|1234123412341236|\n|1234123412341237|\n+----------------+\n\n"}]},"apps":[],"jobName":"paragraph_1511217755667_1945964900","id":"20171119-003010_664538894","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:03+0000","dateFinished":"2017-11-21T13:04:03+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1072"},{"text":"rollup1D.count","user":"anonymous","dateUpdated":"2017-11-21T13:04:09+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres15: Long = 4\n"}]},"apps":[],"jobName":"paragraph_1511217755668_1944041155","id":"20171120-172234_672595596","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:09+0000","dateFinished":"2017-11-21T13:04:09+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1073"},{"text":"rollup1.write.format(\"org.apache.spark.sql.cassandra\")\n      .mode(SaveMode.Overwrite)\n      .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"hourlyaggregates_bycc\", \"confirm.truncate\" -> \"true\"))\n      .save()\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:11+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1511217755668_1944041155","id":"20171120-141445_1032996535","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:11+0000","dateFinished":"2017-11-21T13:04:13+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1074"},{"text":"    // 2. dailyaggregates_bycc\n    println(\" - 2. Populating dailyaggregates_bycc\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:19+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":" - 2. Populating dailyaggregates_bycc\n"}]},"apps":[],"jobName":"paragraph_1511217755669_1943656406","id":"20171118-231058_1871349931","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:19+0000","dateFinished":"2017-11-21T13:04:20+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1075"},{"text":"    val rollup2= sqlContext.sql(\"select cc_no, \" +\n      \"int(concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day))) as day, \" +\n      \"sum(amount) as total_amount, \" +\n      \"min(amount) as min_amount, \" +\n      \"max(amount) as max_amount, \" +\n      \"count(*) as total_count \" +\n      \"from my_transactions \" +\n      \"group by cc_no, \" +\n      \"concat(year, if(length(month)=1, concat('0',month), month),if(length(day)=1, concat('0',day), day))\" +\n      \"order by cc_no\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:22+0000","config":{"editorSetting":{"language":"scala","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/scala","editorHide":false,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup2: org.apache.spark.sql.DataFrame = [cc_no: string, day: int ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511217755669_1943656406","id":"20171120-151755_1320940199","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:23+0000","dateFinished":"2017-11-21T13:04:23+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1076"},{"text":"rollup2.printSchema()","user":"anonymous","dateUpdated":"2017-11-21T13:04:25+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- cc_no: string (nullable = true)\n |-- day: integer (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- min_amount: double (nullable = true)\n |-- max_amount: double (nullable = true)\n |-- total_count: long (nullable = false)\n\n"}]},"apps":[],"jobName":"paragraph_1511217755670_1944810653","id":"20171119-012725_1331125911","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:25+0000","dateFinished":"2017-11-21T13:04:26+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1077"},{"text":"rollup2.show(10)","user":"anonymous","dateUpdated":"2017-11-21T13:04:33+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+--------+------------+----------+----------+-----------+\n|           cc_no|     day|total_amount|min_amount|max_amount|total_count|\n+----------------+--------+------------+----------+----------+-----------+\n|1234123412341234|20160309|       200.0|     200.0|     200.0|          1|\n|1234123412341234|20160317|       200.0|     200.0|     200.0|          1|\n|1234123412341235|20160309|      1200.0|     400.0|     800.0|          2|\n|1234123412341236|20160309|       750.0|     750.0|     750.0|          1|\n|1234123412341237|20160309|      1500.0|    1500.0|    1500.0|          1|\n+----------------+--------+------------+----------+----------+-----------+\n\n"}]},"apps":[],"jobName":"paragraph_1511217755672_1942502160","id":"20171120-151649_1133532032","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:33+0000","dateFinished":"2017-11-21T13:04:33+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1078"},{"text":"rollup2.count","user":"anonymous","dateUpdated":"2017-11-21T13:04:45+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres21: Long = 5\n"}]},"apps":[],"jobName":"paragraph_1511217755670_1944810653","id":"20171119-012848_708758351","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:45+0000","dateFinished":"2017-11-21T13:04:46+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1079"},{"text":"     rollup2.write.format(\"org.apache.spark.sql.cassandra\")\n        .mode(SaveMode.Append)\n        .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"dailyaggregates_bycc\"))\n        .save()\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:50+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1511217755672_1942502160","id":"20171118-231159_471004502","dateCreated":"2017-11-20T22:42:35+0000","dateStarted":"2017-11-21T13:04:50+0000","dateFinished":"2017-11-21T13:04:51+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1080"},{"text":"    // 3. monthlyaggregates_bycc\n    println(\" - 3. Populating monthlyaggregates_bycc\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:54+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":" - 3. Populating monthlyaggregates_bycc\n"}]},"apps":[],"jobName":"paragraph_1511266884459_-1687793870","id":"20171121-122124_1068615353","dateCreated":"2017-11-21T12:21:24+0000","dateStarted":"2017-11-21T13:04:54+0000","dateFinished":"2017-11-21T13:04:54+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1081"},{"text":"    val rollup3= sqlContext.sql(\"select cc_no, \" +\n      \"int(concat(year, if(length(month)=1, concat('0',month), month))) as month, \" +\n      \"sum(amount) as total_amount, \" +\n      \"min(amount) as min_amount, \" +\n      \"max(amount) as max_amount, \" +\n      \"count(*) as total_count \" +\n      \"from my_transactions \" +\n      \"group by cc_no, concat(year, if(length(month)=1, concat('0',month), month))\" +\n      \"order by cc_no\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:04:56+0000","config":{"editorSetting":{"language":"scala","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/scala","editorHide":false,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup3: org.apache.spark.sql.DataFrame = [cc_no: string, month: int ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511266954961_1196992086","id":"20171121-122234_1117938514","dateCreated":"2017-11-21T12:22:34+0000","dateStarted":"2017-11-21T13:04:56+0000","dateFinished":"2017-11-21T13:04:57+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1082"},{"text":"rollup3.printSchema()","user":"anonymous","dateUpdated":"2017-11-21T13:05:00+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- cc_no: string (nullable = true)\n |-- month: integer (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- min_amount: double (nullable = true)\n |-- max_amount: double (nullable = true)\n |-- total_count: long (nullable = false)\n\n"}]},"apps":[],"jobName":"paragraph_1511266990445_-1593024692","id":"20171121-122310_1214914835","dateCreated":"2017-11-21T12:23:10+0000","dateStarted":"2017-11-21T13:05:00+0000","dateFinished":"2017-11-21T13:05:00+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1083"},{"text":"rollup3.show(10)","user":"anonymous","dateUpdated":"2017-11-21T13:05:03+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+------+------------+----------+----------+-----------+\n|           cc_no| month|total_amount|min_amount|max_amount|total_count|\n+----------------+------+------------+----------+----------+-----------+\n|1234123412341234|201603|       400.0|     200.0|     200.0|          2|\n|1234123412341235|201603|      1200.0|     400.0|     800.0|          2|\n|1234123412341236|201603|       750.0|     750.0|     750.0|          1|\n|1234123412341237|201603|      1500.0|    1500.0|    1500.0|          1|\n+----------------+------+------------+----------+----------+-----------+\n\n"}]},"apps":[],"jobName":"paragraph_1511267036162_-1055069108","id":"20171121-122356_339898643","dateCreated":"2017-11-21T12:23:56+0000","dateStarted":"2017-11-21T13:05:03+0000","dateFinished":"2017-11-21T13:05:03+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1084"},{"text":"     rollup3.write.format(\"org.apache.spark.sql.cassandra\")\n        .mode(SaveMode.Append)\n        .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"monthlyaggregates_bycc\"))\n        .save()\n","user":"anonymous","dateUpdated":"2017-11-21T13:05:06+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1511267062966_2093962721","id":"20171121-122422_295032929","dateCreated":"2017-11-21T12:24:22+0000","dateStarted":"2017-11-21T13:05:06+0000","dateFinished":"2017-11-21T13:05:07+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1085"},{"text":"    // 4. yearlyaggregates_bycc\n    println(\" - 4. Populating yearlyaggregates_bycc\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:05:10+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":" - 4. Populating yearlyaggregates_bycc\n"}]},"apps":[],"jobName":"paragraph_1511267269969_-1753081878","id":"20171121-122749_1417039940","dateCreated":"2017-11-21T12:27:49+0000","dateStarted":"2017-11-21T13:05:10+0000","dateFinished":"2017-11-21T13:05:10+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1086"},{"text":"    val rollup4= sqlContext.sql(\"select cc_no, \" +\n      \"int(year) as year, \" +\n      \"sum(amount) as total_amount, \" +\n      \"min(amount) as min_amount, \" +\n      \"max(amount) as max_amount, \" +\n      \"count(*) as total_count \" +\n      \"from my_transactions group by cc_no, int(year)\" +\n      \"order by cc_no\")\n","user":"anonymous","dateUpdated":"2017-11-21T13:05:12+0000","config":{"editorSetting":{"language":"scala","editOnDblClick":false},"colWidth":12,"editorMode":"ace/mode/scala","editorHide":false,"results":{},"enabled":true},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup4: org.apache.spark.sql.DataFrame = [cc_no: string, year: int ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511267287133_-396796033","id":"20171121-122807_570845439","dateCreated":"2017-11-21T12:28:07+0000","dateStarted":"2017-11-21T13:05:12+0000","dateFinished":"2017-11-21T13:05:13+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1087"},{"text":"rollup4.printSchema()","user":"anonymous","dateUpdated":"2017-11-21T13:05:15+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- cc_no: string (nullable = true)\n |-- year: integer (nullable = true)\n |-- total_amount: double (nullable = true)\n |-- min_amount: double (nullable = true)\n |-- max_amount: double (nullable = true)\n |-- total_count: long (nullable = false)\n\n"}]},"apps":[],"jobName":"paragraph_1511267308794_2001190619","id":"20171121-122828_1731698529","dateCreated":"2017-11-21T12:28:28+0000","dateStarted":"2017-11-21T13:05:15+0000","dateFinished":"2017-11-21T13:05:16+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1088"},{"text":"rollup4.show(10)","user":"anonymous","dateUpdated":"2017-11-21T13:05:18+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------------+----+------------+----------+----------+-----------+\n|           cc_no|year|total_amount|min_amount|max_amount|total_count|\n+----------------+----+------------+----------+----------+-----------+\n|1234123412341234|2016|       400.0|     200.0|     200.0|          2|\n|1234123412341235|2016|      1200.0|     400.0|     800.0|          2|\n|1234123412341236|2016|       750.0|     750.0|     750.0|          1|\n|1234123412341237|2016|      1500.0|    1500.0|    1500.0|          1|\n+----------------+----+------------+----------+----------+-----------+\n\n"}]},"apps":[],"jobName":"paragraph_1511267319926_-1237225549","id":"20171121-122839_1159627835","dateCreated":"2017-11-21T12:28:39+0000","dateStarted":"2017-11-21T13:05:19+0000","dateFinished":"2017-11-21T13:05:19+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1089"},{"text":"     rollup4.write.format(\"org.apache.spark.sql.cassandra\")\n        .mode(SaveMode.Append)\n        .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"yearlyaggregates_bycc\"))\n        .save()\n","user":"anonymous","dateUpdated":"2017-11-21T13:24:21+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1511267334749_2080864290","id":"20171121-122854_1653935049","dateCreated":"2017-11-21T12:28:54+0000","dateStarted":"2017-11-21T13:24:21+0000","dateFinished":"2017-11-21T13:24:21+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:1090"},{"text":"println(\"Completed RollUps By Merchant\")\n","dateUpdated":"2017-11-21T12:39:02+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Completed RollUps By Merchant\n"}]},"apps":[],"jobName":"paragraph_1511217755672_1942502160","id":"20171118-231215_1472031606","dateCreated":"2017-11-20T22:42:35+0000","status":"READY","errorMessage":"","progressUpdateIntervalMs":500,"$$hashKey":"object:1091"},{"dateUpdated":"2017-11-20T22:42:35+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1511217755673_1942117411","id":"20171118-231241_1558161254","dateCreated":"2017-11-20T22:42:35+0000","status":"READY","errorMessage":"","progressUpdateIntervalMs":500,"$$hashKey":"object:1092"}],"name":"RTFAP2 - RUP by Card","id":"2CZDJW67E","angularObjects":{"2CZ9ZVAFQ:shared_process":[],"2CY323U66:shared_process":[],"2D1DGBGW1:shared_process":[],"2D1DNX3KF:shared_process":[],"2CYC7CVWF:shared_process":[],"2CYGC3EHV:shared_process":[],"2CYM9DYY2:shared_process":[],"2D1KY1WK9:shared_process":[],"2CZDMJCR5:shared_process":[],"2CYAVWBPW:shared_process":[],"2CXS3R2CT:shared_process":[],"2CXRHDF6W:shared_process":[],"2CYGP1DAF:shared_process":[],"2CXR81BMT:shared_process":[],"2CXB21K7Y:shared_process":[],"2CZXDYFE1:shared_process":[],"2CYEDZFA4:shared_process":[],"2CXGEK2F9:shared_process":[],"2D18Y78GK:shared_process":[]},"config":{"looknfeel":"default","personalizedMode":"false"},"info":{}}
\ No newline at end of file
diff --git a/RollUpReports/RTFAP2 - RUP by Merchant.json b/RollUpReports/RTFAP2 - RUP by Merchant.json
new file mode 100644
index 0000000..0ab518b
--- /dev/null
+++ b/RollUpReports/RTFAP2 - RUP by Merchant.json	
@@ -0,0 +1 @@
+{"paragraphs":[{"text":"import org.apache.spark.sql.hive.HiveContext\nimport org.apache.spark.{SparkConf, SparkContext}\nimport org.apache.spark.sql.{SQLContext, SaveMode}\n","user":"anonymous","dateUpdated":"2017-11-21T12:54:10+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nimport org.apache.spark.sql.hive.HiveContext\n\nimport org.apache.spark.{SparkConf, SparkContext}\n\nimport org.apache.spark.sql.{SQLContext, SaveMode}\n"}]},"apps":[],"jobName":"paragraph_1511181556172_-1354490184","id":"20171118-224353_159192803","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:11+0000","dateFinished":"2017-11-21T12:54:11+0000","status":"FINISHED","progressUpdateIntervalMs":500,"focus":true,"$$hashKey":"object:4623"},{"text":"val conf = new SparkConf().setAppName(\"RollUpReportsByMerchant\").set(\"spark.ui.port\", \"40400\" ).set(\"spark.driver.allowMultipleContexts\", \"true\")","user":"anonymous","dateUpdated":"2017-11-21T13:33:06+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nconf: org.apache.spark.SparkConf = org.apache.spark.SparkConf@48f56bce\n"}]},"apps":[],"jobName":"paragraph_1511203873694_1627095973","id":"20171120-185113_356402705","dateCreated":"2017-11-20T18:51:13+0000","dateStarted":"2017-11-21T12:54:17+0000","dateFinished":"2017-11-21T12:54:17+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4624"},{"text":"val sc = SparkContext.getOrCreate(conf)","user":"anonymous","dateUpdated":"2017-11-21T12:54:25+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nsc: org.apache.spark.SparkContext = org.apache.spark.SparkContext@63a1e525\n"}]},"apps":[],"jobName":"paragraph_1511181556172_-1354490184","id":"20171118-224510_926766130","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:25+0000","dateFinished":"2017-11-21T12:54:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4625"},{"text":"val sqlContext = new HiveContext(sc)","user":"anonymous","dateUpdated":"2017-11-21T12:54:27+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nwarning: there was one deprecation warning; re-run with -deprecation for details\n\nsqlContext: org.apache.spark.sql.hive.HiveContext = org.apache.spark.sql.hive.HiveContext@a0aed2f\n"}]},"apps":[],"jobName":"paragraph_1511181556173_-1354874932","id":"20171118-224522_1019518227","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:27+0000","dateFinished":"2017-11-21T12:54:27+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4626"},{"text":" println(\"-------- 1st , RollUp transactions by merchant by cc by day and save to dailytxns_bymerchant table --------\")\n println(\"- Populating dailytxns_bymerchant\")\n println(\"Keyed on merchant and day and clustered by time\")","user":"anonymous","dateUpdated":"2017-11-21T12:54:30+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"-------- 1st , RollUp transactions by merchant by cc by day and save to dailytxns_bymerchant table --------\n- Populating dailytxns_bymerchant\nKeyed on merchant and day and clustered by time\n"}]},"apps":[],"jobName":"paragraph_1511181556173_-1354874932","id":"20171119-013128_10870176","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:30+0000","dateFinished":"2017-11-21T12:54:30+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4627"},{"text":"sqlContext.sql(\"\"\"CREATE or replace TEMPORARY VIEW temp_transactions\n      USING org.apache.spark.sql.cassandra\n      OPTIONS (\n       table \"transactions\",\n       keyspace \"rtfap\",\n       cluster \"Test Cluster\",\n       pushdown \"true\"\n     )\"\"\")\n","user":"anonymous","dateUpdated":"2017-11-21T12:54:32+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres95: org.apache.spark.sql.DataFrame = []\n"}]},"apps":[],"jobName":"paragraph_1511181556173_-1354874932","id":"20171118-224534_255374190","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:32+0000","dateFinished":"2017-11-21T12:54:32+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4628"},{"text":"val rollup1= sqlContext.sql(\"select merchant, \" + \n        \"int(translate(string(date(txn_time)),'-','')) as day, \" +\n        \"cc_no, \" +\n        \"txn_id, \" +\n        \"txn_time, \" +\n        \"amount, \" +\n        \"cc_provider, \" +\n        \"items, \" +\n        \"location, \" +\n        \"notes, \" +\n        \"status, \" +\n        \"tags, \"  +\n        \"user_id \" + \n        \"from temp_transactions\")","user":"anonymous","dateUpdated":"2017-11-21T12:54:35+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup1: org.apache.spark.sql.DataFrame = [merchant: string, day: int ... 11 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511181556173_-1354874932","id":"20171118-224551_463420359","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:35+0000","dateFinished":"2017-11-21T12:54:35+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4629"},{"text":"rollup1.count()","user":"anonymous","dateUpdated":"2017-11-21T12:54:42+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"ERROR","msg":[{"type":"TEXT","data":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\norg.apache.spark.SparkException: Job 52 cancelled part of cancelled job group zeppelin-20171119-002750_1045682413\n  at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1454)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobCancellation(DAGScheduler.scala:1393)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply$mcVI$sp(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:795)\n  at scala.collection.mutable.HashSet.foreach(HashSet.scala:78)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobGroupCancelled(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1642)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1622)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1611)\n  at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)\n  at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:632)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1873)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1886)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1899)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1913)\n  at org.apache.spark.rdd.RDD$$anonfun$collect$1.apply(RDD.scala:912)\n  at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151)\n  at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112)\n  at org.apache.spark.rdd.RDD.withScope(RDD.scala:358)\n  at org.apache.spark.rdd.RDD.collect(RDD.scala:911)\n  at org.apache.spark.sql.execution.SparkPlan.executeCollect(SparkPlan.scala:290)\n  at org.apache.spark.sql.Dataset$$anonfun$org$apache$spark$sql$Dataset$$execute$1$1.apply(Dataset.scala:2193)\n  at org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId(SQLExecution.scala:57)\n  at org.apache.spark.sql.Dataset.withNewExecutionId(Dataset.scala:2546)\n  at org.apache.spark.sql.Dataset.org$apache$spark$sql$Dataset$$execute$1(Dataset.scala:2192)\n  at org.apache.spark.sql.Dataset.org$apache$spark$sql$Dataset$$collect(Dataset.scala:2199)\n  at org.apache.spark.sql.Dataset$$anonfun$count$1.apply(Dataset.scala:2227)\n  at org.apache.spark.sql.Dataset$$anonfun$count$1.apply(Dataset.scala:2226)\n  at org.apache.spark.sql.Dataset.withCallback(Dataset.scala:2559)\n  at org.apache.spark.sql.Dataset.count(Dataset.scala:2226)\n  ... 46 elided\n"}]},"apps":[],"jobName":"paragraph_1511181556174_-1353720686","id":"20171119-002750_1045682413","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:54:42+0000","dateFinished":"2017-11-21T12:54:49+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:4630"},{"text":"rollup1.printSchema()","user":"anonymous","dateUpdated":"2017-11-21T12:44:34+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- merchant: string (nullable = true)\n |-- day: integer (nullable = true)\n |-- cc_no: string (nullable = true)\n |-- txn_id: string (nullable = true)\n |-- txn_time: timestamp (nullable = true)\n |-- amount: double (nullable = true)\n |-- cc_provider: string (nullable = true)\n |-- items: map (nullable = true)\n |    |-- key: string\n |    |-- value: double (valueContainsNull = true)\n |-- location: string (nullable = true)\n |-- notes: string (nullable = true)\n |-- status: string (nullable = true)\n |-- tags: array (nullable = true)\n |    |-- element: string (containsNull = true)\n |-- user_id: string (nullable = true)\n\n"}]},"apps":[],"jobName":"paragraph_1511184173723_1822919999","id":"20171120-132253_170713426","dateCreated":"2017-11-20T13:22:53+0000","dateStarted":"2017-11-21T12:44:34+0000","dateFinished":"2017-11-21T12:44:34+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4631"},{"text":"val rollup1D= sqlContext.sql(\"select distinct (merchant) from temp_transactions\")","user":"anonymous","dateUpdated":"2017-11-21T12:44:38+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup1D: org.apache.spark.sql.DataFrame = [merchant: string]\n"}]},"apps":[],"jobName":"paragraph_1511181556174_-1353720686","id":"20171119-002949_355129101","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:44:38+0000","dateFinished":"2017-11-21T12:44:38+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4632"},{"text":"rollup1D.show","user":"anonymous","dateUpdated":"2017-11-21T12:44:41+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------+\n|  merchant|\n+----------+\n| Nordstrom|\n|Ann Taylor|\n|      Macy|\n|   Harrods|\n|       GAP|\n+----------+\n\n"}]},"apps":[],"jobName":"paragraph_1511181556174_-1353720686","id":"20171119-003010_664538894","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-21T12:44:41+0000","dateFinished":"2017-11-21T12:44:41+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4633"},{"text":"rollup1D.count","user":"anonymous","dateUpdated":"2017-11-21T12:44:45+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres84: Long = 5\n"}]},"apps":[],"jobName":"paragraph_1511198554155_1237944698","id":"20171120-172234_672595596","dateCreated":"2017-11-20T17:22:34+0000","dateStarted":"2017-11-21T12:44:45+0000","dateFinished":"2017-11-21T12:44:45+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4634"},{"text":"rollup1.show(10)","user":"anonymous","dateUpdated":"2017-11-21T12:44:55+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+----------+--------+----------------+------+--------------------+------+-----------+--------------------+-------------+--------------------+--------+------------+-------------+\n|  merchant|     day|           cc_no|txn_id|            txn_time|amount|cc_provider|               items|     location|               notes|  status|        tags|      user_id|\n+----------+--------+----------------+------+--------------------+------+-----------+--------------------+-------------+--------------------+--------+------------+-------------+\n|   Harrods|20160309|1234123412341235|982538|2016-03-09 11:04:...| 800.0|       VISA|Map(chocolates ->...|       London|customer likes el...|Approved| [HighValue]|simonanbridge|\n|      Macy|20160309|1234123412341235|876354|2016-03-09 11:04:...| 400.0|       VISA|Map(cap -> 25.0, ...|    San Diego|cool stuff-good c...|Rejected|[Fraudulent]|simonanbridge|\n|       GAP|20160309|1234123412341236|092753|2016-03-09 11:04:...| 750.0| MASTERCARD|Map(belts -> 150....|     San Jose|customer likes el...|Approved| [HighValue]|         cary|\n|Ann Taylor|20160309|1234123412341237|876302|2016-03-09 12:30:...|1500.0|       AMEX|Map(clothes -> 15...|     New York|   frequent customer|Approved| [HighValue]|     caroline|\n| Nordstrom|20160309|1234123412341234|098765|2016-03-09 11:04:...| 200.0|       VISA|Map(dressshirt ->...|San Francisco|pretty good clothing|Approved|[Suspicious]|      kunalak|\n| Nordstrom|20160317|1234123412341234|763629|2016-03-17 21:04:...| 200.0|       VISA|Map(dressshirt ->...|San Francisco| asked for discounts|Approved|[Fraudulent]|      kunalak|\n+----------+--------+----------------+------+--------------------+------+-----------+--------------------+-------------+--------------------+--------+------------+-------------+\n\n"}]},"apps":[],"jobName":"paragraph_1511184304336_888181030","id":"20171120-132504_1357441555","dateCreated":"2017-11-20T13:25:04+0000","dateStarted":"2017-11-21T12:44:55+0000","dateFinished":"2017-11-21T12:44:56+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4635"},{"text":"      rollup1.write.format(\"org.apache.spark.sql.cassandra\")\n        .mode(SaveMode.Overwrite)\n        .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"dailytxns_bymerchant\", \"confirm.truncate\" -> \"true\"))\n        .save()\n","user":"anonymous","dateUpdated":"2017-11-21T12:45:08+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"ERROR","msg":[{"type":"TEXT","data":"\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\norg.apache.spark.SparkException: Job 50 cancelled part of cancelled job group zeppelin-20171120-141445_1032996535\n  at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1454)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobCancellation(DAGScheduler.scala:1393)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply$mcVI$sp(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleJobGroupCancelled$1.apply(DAGScheduler.scala:795)\n  at scala.collection.mutable.HashSet.foreach(HashSet.scala:78)\n  at org.apache.spark.scheduler.DAGScheduler.handleJobGroupCancelled(DAGScheduler.scala:795)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1642)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1622)\n  at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1611)\n  at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)\n  at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:632)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1873)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1886)\n  at org.apache.spark.SparkContext.runJob(SparkContext.scala:1906)\n  at com.datastax.spark.connector.RDDFunctions.saveToCassandra(RDDFunctions.scala:36)\n  at org.apache.spark.sql.cassandra.CassandraSourceRelation.insert(CassandraSourceRelation.scala:65)\n  at org.apache.spark.sql.cassandra.DefaultSource.createRelation(DefaultSource.scala:87)\n  at org.apache.spark.sql.execution.datasources.DataSource.write(DataSource.scala:457)\n  at org.apache.spark.sql.DataFrameWriter.save(DataFrameWriter.scala:211)\n  ... 46 elided\n"}]},"apps":[],"jobName":"paragraph_1511187285466_2077085183","id":"20171120-141445_1032996535","dateCreated":"2017-11-20T14:14:45+0000","dateStarted":"2017-11-21T12:45:08+0000","dateFinished":"2017-11-21T12:46:57+0000","status":"ERROR","progressUpdateIntervalMs":500,"$$hashKey":"object:4636"},{"text":"println(\"------- 2nd, Do the aggregations for daily totals etc., Save to Static columns in the dailytxns_bymerchant table -------\")\nprintln(\"- Aggregating in dailytxns_bymerchant\")\n","user":"anonymous","dateUpdated":"2017-11-20T17:55:21+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"------- 2nd, Do the aggregations for daily totals etc., Save to Static columns in the dailytxns_bymerchant table -------\n- Aggregating in dailytxns_bymerchant\n"}]},"apps":[],"jobName":"paragraph_1511181556177_-1344101963","id":"20171118-231058_1871349931","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:21+0000","dateFinished":"2017-11-20T17:55:21+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4637"},{"text":"sqlContext.sql(\"drop view temp_dailytxns_bymerchant\");","user":"anonymous","dateUpdated":"2017-11-20T17:55:25+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres146: org.apache.spark.sql.DataFrame = []\n"}]},"apps":[],"jobName":"paragraph_1511181556178_-1342947717","id":"20171119-013641_125195863","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:25+0000","dateFinished":"2017-11-20T17:55:25+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4638"},{"text":"sqlContext.sql(\"\"\"CREATE or REPLACE TEMPORARY VIEW temp_dailytxns_bymerchant\n      USING org.apache.spark.sql.cassandra\n      OPTIONS (\n       table \"dailytxns_bymerchant\",\n       keyspace \"rtfap\",\n       cluster \"Test Cluster\",\n       pushdown \"true\"\n      )\"\"\")","user":"anonymous","dateUpdated":"2017-11-21T13:33:06+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres147: org.apache.spark.sql.DataFrame = []\n"}]},"apps":[],"jobName":"paragraph_1511181556179_-1343332465","id":"20171118-231120_1119359604","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:28+0000","dateFinished":"2017-11-20T17:55:28+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4639"},{"text":" sqlContext.udf.register(\"now\", () => System.currentTimeMillis)","user":"anonymous","dateUpdated":"2017-11-20T17:55:32+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres148: org.apache.spark.sql.expressions.UserDefinedFunction = UserDefinedFunction(<function0>,LongType,Some(List()))\n"}]},"apps":[],"jobName":"paragraph_1511181556182_-1344486712","id":"20171119-013707_2073131461","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:32+0000","dateFinished":"2017-11-20T17:55:32+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4640"},{"text":"val rollup2= sqlContext.sql(\"select merchant, \" +\n        \"day, \" +\n        \"count(*) as total_count, \" +\n        \"sum(amount) as total_amount, \" +\n        \"min(amount) as min_amount, \" +\n        \"max(amount) as max_amount \" +\n        \"from temp_dailytxns_bymerchant \" +\n        \"group by merchant, day order by merchant\")\n","user":"anonymous","dateUpdated":"2017-11-20T17:55:36+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup2: org.apache.spark.sql.DataFrame = [merchant: string, day: int ... 4 more fields]\n"}]},"apps":[],"jobName":"paragraph_1511191075471_-374646259","id":"20171120-151755_1320940199","dateCreated":"2017-11-20T15:17:55+0000","dateStarted":"2017-11-20T17:55:36+0000","dateFinished":"2017-11-20T17:55:36+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4641"},{"text":"rollup2.count","user":"anonymous","dateUpdated":"2017-11-20T17:55:39+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nres149: Long = 100\n"}]},"apps":[],"jobName":"paragraph_1511181556183_-1344871461","id":"20171119-012848_708758351","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:39+0000","dateFinished":"2017-11-20T17:55:40+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4642"},{"text":"rollup2.printSchema()","user":"anonymous","dateUpdated":"2017-11-20T17:55:43+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"root\n |-- merchant: string (nullable = true)\n |-- day: integer (nullable = true)\n |-- total_count: long (nullable = false)\n |-- total_amount: double (nullable = true)\n |-- min_amount: double (nullable = true)\n |-- max_amount: double (nullable = true)\n\n"}]},"apps":[],"jobName":"paragraph_1511181556182_-1344486712","id":"20171119-012725_1331125911","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:55:43+0000","dateFinished":"2017-11-20T17:55:43+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4643"},{"text":"val rollup2D= sqlContext.sql(\"select count (distinct cc_no) from temp_dailytxns_bymerchant\")","user":"anonymous","dateUpdated":"2017-11-20T17:55:45+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup2D: org.apache.spark.sql.DataFrame = [count(DISTINCT cc_no): bigint]\n"}]},"apps":[],"jobName":"paragraph_1511195348673_-589975424","id":"20171120-162908_1910996562","dateCreated":"2017-11-20T16:29:08+0000","dateStarted":"2017-11-20T17:55:45+0000","dateFinished":"2017-11-20T17:55:46+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4644"},{"text":"rollup2D.show","user":"anonymous","dateUpdated":"2017-11-20T17:55:48+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+---------------------+\n|count(DISTINCT cc_no)|\n+---------------------+\n|                 3391|\n+---------------------+\n\n"}]},"apps":[],"jobName":"paragraph_1511195385416_1211464899","id":"20171120-162945_1260554465","dateCreated":"2017-11-20T16:29:45+0000","dateStarted":"2017-11-20T17:55:48+0000","dateFinished":"2017-11-20T17:55:49+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4645"},{"text":"val rollup2D= sqlContext.sql(\"select count (distinct merchant) from temp_dailytxns_bymerchant\")","user":"anonymous","dateUpdated":"2017-11-20T17:55:52+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"\nrollup2D: org.apache.spark.sql.DataFrame = [count(DISTINCT merchant): bigint]\n"}]},"apps":[],"jobName":"paragraph_1511199728081_-1082235141","id":"20171120-174208_1010960965","dateCreated":"2017-11-20T17:42:08+0000","dateStarted":"2017-11-20T17:55:52+0000","dateFinished":"2017-11-20T17:55:52+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4646"},{"text":"rollup2D.show","user":"anonymous","dateUpdated":"2017-11-20T17:55:54+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false},"editorHide":false},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+------------------------+\n|count(DISTINCT merchant)|\n+------------------------+\n|                     100|\n+------------------------+\n\n"}]},"apps":[],"jobName":"paragraph_1511199740351_535465418","id":"20171120-174220_937960713","dateCreated":"2017-11-20T17:42:20+0000","dateStarted":"2017-11-20T17:55:54+0000","dateFinished":"2017-11-20T17:55:55+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4647"},{"text":"rollup2.show(10)","user":"anonymous","dateUpdated":"2017-11-20T17:55:58+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"+--------------------+--------+-----------+------------------+----------+----------+\n|            merchant|     day|total_count|      total_amount|min_amount|max_amount|\n+--------------------+--------+-----------+------------------+----------+----------+\n|            7-Eleven|20171120|         19|          22821.57|    289.24|   2354.88|\n|                 A&P|20171120|         11|15988.400000000001|    284.77|   2346.17|\n|       AT&T Wireless|20171120|         19|          23333.36|    363.93|   2475.61|\n|     AVB Brandsource|20171120|         11|11788.580000000002|    446.04|   1811.29|\n|        Ace Hardware|20171120|         27| 39271.62999999999|    194.45|   3534.66|\n|  Advance Auto Parts|20171120|          8|          10046.94|    754.46|   1650.17|\n|          Albertsons|20171120|         38| 47159.19999999999|    100.01|   2728.36|\n|                Aldi|20171120|         18|16459.649999999998|      5.51|   2541.94|\n|Alimentation Couc...|20171120|         12|16977.579999999998|    169.04|   2481.35|\n|          Amazon.com|20171120|         94|126734.29999999997|     28.01|    3005.7|\n+--------------------+--------+-----------+------------------+----------+----------+\nonly showing top 10 rows\n\n"}]},"apps":[],"jobName":"paragraph_1511191009813_139470217","id":"20171120-151649_1133532032","dateCreated":"2017-11-20T15:16:49+0000","dateStarted":"2017-11-20T17:55:58+0000","dateFinished":"2017-11-20T17:55:58+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4648"},{"text":"     rollup2.write.format(\"org.apache.spark.sql.cassandra\")\n        .mode(SaveMode.Append)\n        .options(Map(\"keyspace\" -> \"rtfap\", \"table\" -> \"dailytxns_bymerchant\"))\n        .save()\n","user":"anonymous","dateUpdated":"2017-11-20T17:56:01+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[]},"apps":[],"jobName":"paragraph_1511181556183_-1344871461","id":"20171118-231159_471004502","dateCreated":"2017-11-20T12:39:16+0000","dateStarted":"2017-11-20T17:56:01+0000","dateFinished":"2017-11-20T17:56:02+0000","status":"FINISHED","progressUpdateIntervalMs":500,"$$hashKey":"object:4649"},{"text":"     println(\"Completed RollUps By Merchant\")\n","dateUpdated":"2017-11-20T12:39:16+0000","config":{"colWidth":12,"editorMode":"ace/mode/scala","results":{},"enabled":true,"editorSetting":{"language":"scala","editOnDblClick":false}},"settings":{"params":{},"forms":{}},"results":{"code":"SUCCESS","msg":[{"type":"TEXT","data":"Completed RollUps By Merchant\n"}]},"apps":[],"jobName":"paragraph_1511181556183_-1344871461","id":"20171118-231215_1472031606","dateCreated":"2017-11-20T12:39:16+0000","status":"READY","errorMessage":"","progressUpdateIntervalMs":500,"$$hashKey":"object:4650"},{"dateUpdated":"2017-11-20T12:39:16+0000","config":{"colWidth":12,"enabled":true,"results":{},"editorSetting":{"language":"scala","editOnDblClick":false},"editorMode":"ace/mode/scala"},"settings":{"params":{},"forms":{}},"apps":[],"jobName":"paragraph_1511181556183_-1344871461","id":"20171118-231241_1558161254","dateCreated":"2017-11-20T12:39:16+0000","status":"READY","errorMessage":"","progressUpdateIntervalMs":500,"$$hashKey":"object:4651"}],"name":"RTFAP2 - RUP by Merchant","id":"2D12GX13W","angularObjects":{"2CZ9ZVAFQ:shared_process":[],"2CY323U66:shared_process":[],"2D1DGBGW1:shared_process":[],"2D1DNX3KF:shared_process":[],"2CYC7CVWF:shared_process":[],"2CYGC3EHV:shared_process":[],"2CYM9DYY2:shared_process":[],"2D1KY1WK9:shared_process":[],"2CZDMJCR5:shared_process":[],"2CYAVWBPW:shared_process":[],"2CXS3R2CT:shared_process":[],"2CXRHDF6W:shared_process":[],"2CYGP1DAF:shared_process":[],"2CXR81BMT:shared_process":[],"2CXB21K7Y:shared_process":[],"2CZXDYFE1:shared_process":[],"2CYEDZFA4:shared_process":[],"2CXGEK2F9:shared_process":[],"2D18Y78GK:shared_process":[]},"config":{"looknfeel":"default","personalizedMode":"false"},"info":{}}
\ No newline at end of file
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diff --git a/creates_and_inserts.cql b/creates_and_inserts.cql
index 16738fa..e22265a 100644
--- a/creates_and_inserts.cql
+++ b/creates_and_inserts.cql
@@ -140,8 +140,20 @@ user_id text,
 ) WITH CLUSTERING ORDER BY ( txn_time DESC )
 AND default_time_to_live = 86400;
 
+// banana keyspace and table
 
-// Sample inserts
+CREATE KEYSPACE if not exists banana
+WITH durable_writes = true
+AND replication = {
+	'class' : 'SimpleStrategy',
+	'replication_factor' : 1
+};
+
+CREATE TABLE banana.dashboards (id text PRIMARY KEY,
+"_version_" bigint, dashboard text, group text, solr_query text, title text, user text);
+
+
+// Sample rtfap.transaction inserts
 
 insert into rtfap.transactions (year, month, day, hour, min, txn_time, cc_no, amount, cc_provider, items, location, merchant, notes, status, txn_id, user_id, tags) VALUES ( 2016, 03, 09, 11, 04, '2016-03-09 11:04:19', '1234123412341234', 200.0, 'VISA', {'tshirt':25, 'dressshirt':50, 'trousers':125}, 'San Francisco', 'Nordstrom', 'pretty good clothing', 'Approved', '098765', 'kunalak', {'Suspicious'});
 insert into rtfap.transactions (year, month, day, hour, min, txn_time, cc_no, amount, cc_provider, items, location, merchant, notes, status, txn_id, user_id, tags) VALUES ( 2016, 03, 09, 11, 04, '2016-03-09 11:04:24', '1234123412341235', 400.0, 'VISA', {'cap':25, 'lamps':275, 'trousers':100}, 'San Diego', 'Macy', 'cool stuff-good customer', 'Rejected', '876354', 'simonanbridge', {'Fraudulent'});