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authorTibor Frank <tifrank@cisco.com>2017-08-11 10:44:36 +0200
committerTibor Frank <tifrank@cisco.com>2017-10-11 15:21:02 +0200
commiteecad36d7d2275fa47fbcab40dbcf56108ab0a51 (patch)
treeb036a5b06035f5c36c8bb5bc279fe80925f2f8f8 /resources/tools/presentation/utils.py
parentb62f0a99d13605a62f64f6ae9ac9aa9aae1755cb (diff)
CSIT-755: Presentation and analytics layer
- CSIT-760: Configuration - real example - CSIT-774: Implementation - parse configuration - CSIT-779: Implementation - set environment - CSIT-780: Implementation - download data - CSIT-783: Implementation - debug mode - CSIT-761: Implementation - Data pre-processing - parse input files - CSIT-784: Implementation - Data pre-processing - store the data, access to data - CSIT-789: Implementation - Data pre-processing - extract Documentation of the suite - CSIT-757: Low Level Design - CSIT-788: Implementation - Data pre-processing - extract VAT history and show runtime - CSIT-785: Implementation - Data filtering - CSIT-763: Presentation - tables - CSIT-804: Presentation - files - CSIT-762: Presentation - plots - LLD: API + functional diagram - CSIT-807: Element's models - CSIT-813: Process static content - CSIT-812: Report generation - CSIT-764: Integration to CSIT - CSIT-822: Archiving - CSIT-790: Documentation - configuration od the Input data is the same as for 17.07 report Change-Id: I6fd1eb1df4af99eaf91925282cdee1c892698c59 Signed-off-by: Tibor Frank <tifrank@cisco.com>
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+# Copyright (c) 2017 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.
+
+"""General purpose utilities.
+"""
+
+from os import walk
+from os.path import join
+from math import sqrt
+
+
+def mean(items):
+ """Calculate mean value from the items.
+
+ :param items: Mean value is calculated from these items.
+ :type items: list
+ :returns: MEan value.
+ :rtype: float
+ """
+
+ return float(sum(items)) / len(items)
+
+
+def stdev(items):
+ """Calculate stdev from the items.
+
+ :param items: Stdev is calculated from these items.
+ :type items: list
+ :returns: Stdev.
+ :rtype: float
+ """
+
+ avg = mean(items)
+ variance = [(x - avg) ** 2 for x in items]
+ stddev = sqrt(mean(variance))
+ return stddev
+
+
+def relative_change(nr1, nr2):
+ """Compute relative change of two values.
+
+ :param nr1: The first number.
+ :param nr2: The second number.
+ :type nr1: float
+ :type nr2: float
+ :returns: Relative change of nr1.
+ :rtype: float
+ """
+
+ return (nr1 - nr2) / nr2 * 100
+
+
+def get_files(path, extension=None, full_path=True):
+ """Generates the list of files to process.
+
+ :param path: Path to files.
+ :param extension: Extension of files to process. If it is the empty string,
+ all files will be processed.
+ :param full_path: If True, the files with full path are generated.
+ :type path: str
+ :type extension: str
+ :type full_path: bool
+ :returns: List of files to process.
+ :rtype: list
+ """
+
+ file_list = list()
+ for root, _, files in walk(path):
+ for filename in files:
+ if extension:
+ if filename.endswith(extension):
+ if full_path:
+ file_list.append(join(root, filename))
+ else:
+ file_list.append(filename)
+ else:
+ file_list.append(join(root, filename))
+
+ return file_list
+
+
+def get_rst_title_char(level):
+ """Return character used for the given title level in rst files.
+
+ :param level: Level of the title.
+ :type: int
+ :returns: Character used for the given title level in rst files.
+ :rtype: str
+ """
+ chars = ('=', '-', '`', "'", '.', '~', '*', '+', '^')
+ if level < len(chars):
+ return chars[level]
+ else:
+ return chars[-1]