utils/summarize_loadtest.py

#!/usr/bin/python

# Copyright 2017 The Chromium OS Authors. All rights reserved.
# Use of this source code is governed by a BSD-style license that can be
# found in the LICENSE file.

"""Load generator for devserver."""

import argparse
import itertools
import json
import re
import sys

import common
from chromite.lib import commandline


# Default keys to skip displaying.
DEFAULT_SKIP = [
    'build_name',
    'devserver',
    'name',
    'parent',
    'quick_provision',
    'trigger_response',
]

# List of commandline arguments for easy filtering.
FILTER_ARGS = [
    'board',
    'build_name',
    'devserver',
    'name',
    'status',
]


def get_parser():
    """Creates the argparse parser."""
    parser = commandline.ArgumentParser(description=__doc__)
    parser.add_argument('infile', nargs='*', type=argparse.FileType('r'),
                        help='Path to JSON file to read.',
                        default=[sys.stdin])
    parser.add_argument('--boards', type=str, action='store',
                        help='Boards to show.')
    parser.add_argument('--group', type=str, action='store',
                        help='Comma-spearated list of keys to group by.')
    parser.add_argument('--dump', action='store_true',
                        help='Dump all filtered entries.')
    parser.add_argument('--skip', type=str, action='store',
                        help='Comma-separated list of keys to skip displaying.',
                        default=','.join(DEFAULT_SKIP))
    parser.add_argument('--filter', type=str, action='store',
                        help='Filter expression to apply to each node.')
    for arg in FILTER_ARGS:
        parser.add_argument('--%s' % arg, type=str, action='store',
                            help='Comma-separated list of %s to filter by.' %
                            arg)
    parser.add_argument('--no-summary', action='store_false', dest='summary',
                        help='Disable summary.')

    return parser

def summarize_entries(entries, skip=set()):
    """Summarize a list of entries."""
    TAG_KEYS = [
        'board', 'build_name', 'devserver', 'name',
        'parent', 'quick_provision', 'status'
    ]
    VALUE_KEYS = [
        'avg_active', 'elapsed',
    ]
    summary = {
        'COUNT': len(entries),
    }
    summary.update({key: summarize_tags(entries, key) for key in TAG_KEYS
                    if key not in skip})
    summary.update({key: summarize_values(entries, key) for key in VALUE_KEYS
                    if key not in skip})
    return summary

def summarize_tags(entries, key):
    """Summarize all the different string values for a given key."""
    tags = {str(entry[key]) for entry in entries}
    return list(tags)

def summarize_values(entries, key):
    """Summarize the numeric values for a given key."""
    if entries is None or len(entries) == 0:
        return None

    values = [entry[key] for entry in entries if key in entry]
    summary = {}
    num_values = len(values)
    if num_values:
        summary['min'] = min(values)
        summary['max'] = max(values)
        summary['avg'] = sum(values) / num_values
    num_skipped = len(entries) - num_values
    if num_skipped:
        summary['num'] = num_values
        summary['skipped'] = num_skipped
    return summary

def group_entries(keys, entries):
    """Group entries based on different values of given keys.

    @param keys: A list of keys to group by.
    @param entries: A list of entries to split into groups.

    @return A list of list of entries, where each list has a different key
            value.
    """
    if not keys:
        return [entries]

    # Divide the group based on the first key.
    indexed = {}
    for entry in entries:
        value = str(entry[keys[0]])
        indexed.setdefault(value, []).append(entry)
    groups = [indexed[value] for value in sorted(indexed.keys())]

    # Recursively subdivide all the groups based on the rest of the keys.
    subgroups = []
    for group in groups:
        subgroups.extend(group_entries(keys[1:], group))
    return subgroups

def main(argv):
    """Load generator for a devserver."""
    parser = get_parser()
    options = parser.parse_args(argv)

    # Read entries from the specified file.
    all_entries = []
    for f in options.infile:
        all_entries.extend([json.loads(line) for line in f])

    # Filter entries:
    # - Ignore non-provisions.
    # - Filter via the specified FILTER_ARGS arguments.
    # - Filter via explicit filter request.
    entries = filter(lambda x: x['name'] != 'Runner', all_entries)
    for arg in FILTER_ARGS:
        if options.__dict__.get(arg):
            entries = filter(lambda x: x[arg] in
                                       options.__dict__[arg].split(','),
                             entries)
    if options.filter:
        entries = filter(lambda x: eval(options.filter, {'re': re}, x), entries)

    # Group the entries based on specified keys.
    groups = group_entries(options.group.split(',') if options.group else None,
                           entries)

    # Dump all filtered entries as groups, including their parents.
    if options.dump:
        dump_entries = itertools.chain(*groups)
        # Dump all entries, tracking needed parents.
        parents = []
        for entry in dump_entries:
            print(json.dumps(entry))
            if 'parent' in entry and entry['parent'] not in parents:
                parents.append(entry['parent'])
        # Dump all parents.
        for entry in all_entries:
            if entry['id'] in parents:
                print(json.dumps(entry))

    # Summarize the entries, group by group.
    if options.summary:
        skip = options.skip.split(',') if options.skip else set()
        summaries = [summarize_entries(group, skip) for group in groups]
        print(json.dumps(summaries, indent=2))

if __name__ == '__main__':
    sys.exit(main(sys.argv[1:]))