CSIT-1110: Integrate anomaly detection into PAL

+ Keep the original detection,
+ add the new one as subdirectory
  (both in source and in rendered tree).
- The new detection is not rebased over "Add dpdk mrr tests to trending".

New detection features:
+ Do not remove (nor detect) outliers.
+ Trend line shows the constant average within a group.
+ Anomaly circles are placed at the changed average.
+ Small bias against too similar averages.
+ Should be ready for moving the detection library out to pip.

Change-Id: I7ab1a92b79eeeed53ba65a071b1305e927816a89
Signed-off-by: Vratko Polak <vrpolak@cisco.com>

1 files changed, 43 insertions, 0 deletions

diff --git a/resources/tools/presentation/new/jumpavg/BitCountingGroup.py b/resources/tools/presentation/new/jumpavg/BitCountingGroup.py
new file mode 100644
index 0000000000..144f5a8780
--- /dev/null
+++ b/resources/tools/presentation/new/jumpavg/BitCountingGroup.py
@@ -0,0 +1,43 @@
+# Copyright (c) 2018 Cisco and/or its affiliates.
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at:
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from RunGroup import RunGroup
+
+
+class BitCountingGroup(RunGroup):
+
+    def __init__(self, metadata_factory, values=[]):
+        """Create the group from metadata factory and values.
+
+        :param metadata_factory: Factory object to create metadata with.
+        :param values: The runs belonging to this group.
+        :type metadata_factory: BitCountingMetadataFactory
+        :type values: Iterable of float or of AvgStdevMetadata
+        """
+        self.metadata_factory = metadata_factory
+        metadata = metadata_factory.from_data(values)
+        super(BitCountingGroup, self).__init__(metadata, values)
+
+    def with_run_added(self, value):
+        """Create and return a new group with one more run that self.
+
+        :param value: The run value to add to the group.
+        :type value: float or od AvgStdevMetadata
+        :returns: New group with the run added.
+        :rtype: BitCountingGroup
+        """
+        values = list(self.values)
+        values.append(value)
+        return BitCountingGroup(self.metadata_factory, values)
+        # TODO: Is there a good way to save some computation
+        # by copy&updating the metadata incrementally?