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, 42 insertions, 0 deletions

diff --git a/resources/tools/presentation/new/jumpavg/ClassifiedMetadataFactory.py b/resources/tools/presentation/new/jumpavg/ClassifiedMetadataFactory.py
new file mode 100644
index 0000000000..39b157f26b
--- /dev/null
+++ b/resources/tools/presentation/new/jumpavg/ClassifiedMetadataFactory.py
@@ -0,0 +1,42 @@
+# 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.
+
+import math
+
+from ClassifiedBitCountingMetadata import ClassifiedBitCountingMetadata
+
+
+class ClassifiedMetadataFactory(object):
+    """Class for factory which adds classification to bit counting metadata."""
+
+    @staticmethod
+    def with_classification(metadata, classification):
+        """Return new metadata object with added classification.
+
+        TODO: Is there a way to add classification to any metadata,
+        without messing up constructors and __repr__()?
+
+        FIXME: Factories take raw resources. Find a name for the thing
+        which takes semi-finished products. Transformer?
+
+        :param metadata: Existing metadata without classification.
+        :param classification: Arbitrary object classifying this group.
+        :type metadata: BitCountingMetadata
+        :type classification: object
+        :returns: The metadata with added classification.
+        :rtype: ClassifiedBitCountingMetadata
+        """
+        return ClassifiedBitCountingMetadata(
+            max_value=metadata.max_value, size=metadata.size, avg=metadata.avg,
+            stdev=metadata.stdev, prev_avg=metadata.prev_avg,
+            classification=classification)