gecko-dev/toolkit/components/telemetry/parse_events.py

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Python
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# This Source Code Form is subject to the terms of the Mozilla Public
# License, v. 2.0. If a copy of the MPL was not distributed with this
# file, You can obtain one at http://mozilla.org/MPL/2.0/.
import re
import yaml
import itertools
import datetime
import string
from shared_telemetry_utils import add_expiration_postfix
MAX_CATEGORY_NAME_LENGTH = 30
MAX_METHOD_NAME_LENGTH = 20
MAX_OBJECT_NAME_LENGTH = 20
MAX_EXTRA_KEYS_COUNT = 10
MAX_EXTRA_KEY_NAME_LENGTH = 15
IDENTIFIER_PATTERN = r'^[a-zA-Z][a-zA-Z0-9_.]+[a-zA-Z0-9]$'
DATE_PATTERN = r'^[0-9]{4}-[0-9]{2}-[0-9]{2}$'
def nice_type_name(t):
if isinstance(t, basestring):
return "string"
return t.__name__
def convert_to_cpp_identifier(s, sep):
return string.capwords(s, sep).replace(sep, "")
class OneOf:
"""This is a placeholder type for the TypeChecker below.
It signals that the checked value should match one of the following arguments
passed to the TypeChecker constructor.
"""
pass
class TypeChecker:
"""This implements a convenience type TypeChecker to make the validation code more readable."""
def __init__(self, kind, *args):
"""This takes 1-3 arguments, specifying the value type to check for.
It supports:
- atomic values, e.g.: TypeChecker(int)
- list values, e.g.: TypeChecker(list, basestring)
- dict values, e.g.: TypeChecker(dict, basestring, int)
- atomic values that can have different types, e.g.: TypeChecker(OneOf, int, date)"""
self._kind = kind
self._args = args
def check(self, key, value):
# Check fields that can be one of two different types.
if self._kind is OneOf:
if not isinstance(value, self._args[0]) and not isinstance(value, self._args[1]):
raise ValueError, "failed type check for %s - expected %s or %s, got %s" %\
(key,
nice_type_name(self._args[0]),
nice_type_name(self._args[1]),
nice_type_name(type(value)))
return
# Check basic type of value.
if not isinstance(value, self._kind):
raise ValueError, "failed type check for %s - expected %s, got %s" %\
(key,
nice_type_name(self._kind),
nice_type_name(type(value)))
# Check types of values in lists.
if self._kind is list:
if len(value) < 1:
raise ValueError, "failed check for %s - list should not be empty" % key
for x in value:
if not isinstance(x, self._args[0]):
raise ValueError, "failed type check for %s - expected list value type %s, got %s" %\
(key,
nice_type_name(self._args[0]),
nice_type_name(type(x)))
# Check types of keys and values in dictionaries.
elif self._kind is dict:
if len(value.keys()) < 1:
raise ValueError, "failed check for %s - dict should not be empty" % key
for x in value.iterkeys():
if not isinstance(x, self._args[0]):
raise ValueError, "failed dict type check for %s - expected key type %s, got %s" %\
(key,
nice_type_name(self._args[0]),
nice_type_name(type(x)))
for k,v in value.iteritems():
if not isinstance(x, self._args[1]):
raise ValueError, "failed dict type check for %s - expected value type %s for key %s, got %s" %\
(key,
nice_type_name(self._args[1]),
k,
nice_type_name(type(x)))
def type_check_event_fields(category, definition):
"""Perform a type/schema check on the event definition."""
REQUIRED_FIELDS = {
'objects': TypeChecker(list, basestring),
'bug_numbers': TypeChecker(list, int),
'notification_emails': TypeChecker(list, basestring),
'description': TypeChecker(basestring),
}
OPTIONAL_FIELDS = {
'methods': TypeChecker(list, basestring),
'release_channel_collection': TypeChecker(basestring),
'expiry_date': TypeChecker(OneOf, basestring, datetime.date),
'expiry_version': TypeChecker(basestring),
'extra_keys': TypeChecker(dict, basestring, basestring),
}
ALL_FIELDS = REQUIRED_FIELDS.copy()
ALL_FIELDS.update(OPTIONAL_FIELDS)
# Check that all the required fields are available.
missing_fields = [f for f in REQUIRED_FIELDS.keys() if f not in definition]
if len(missing_fields) > 0:
raise KeyError(category + ' - missing required fields: ' + ', '.join(missing_fields))
# Is there any unknown field?
unknown_fields = [f for f in definition.keys() if f not in ALL_FIELDS]
if len(unknown_fields) > 0:
raise KeyError(category + ' - unknown fields: ' + ', '.join(unknown_fields))
# Type-check fields.
for k,v in definition.iteritems():
ALL_FIELDS[k].check(k, v)
def string_check(category, field_name, value, min_length, max_length, regex=None):
# Length check.
if len(value) > max_length:
raise ValueError("Value '%s' for %s in %s exceeds maximum length of %d" %\
(value, field_name, category, max_length))
# Regex check.
if regex and not re.match(regex, value):
raise ValueError, 'String value for %s in %s is not matching pattern "%s": %s' % \
(field_name, category, regex, value)
class EventData:
"""A class representing one event."""
def __init__(self, category, name, definition):
type_check_event_fields(category, definition)
self._category = category
self._name = name
self._definition = definition
# Check method & object string patterns.
for method in self.methods:
string_check(category, 'methods', method, 1, MAX_METHOD_NAME_LENGTH, regex=IDENTIFIER_PATTERN)
for obj in self.objects:
string_check(category, 'objects', obj, 1, MAX_OBJECT_NAME_LENGTH, regex=IDENTIFIER_PATTERN)
# Check release_channel_collection
rcc_key = 'release_channel_collection'
rcc = definition.get(rcc_key, 'opt-in')
allowed_rcc = ["opt-in", "opt-out"]
if not rcc in allowed_rcc:
raise ValueError, "Value for %s in %s should be one of: %s" %\
(rcc_key, category, ", ".join(allowed_rcc))
# Check extra_keys.
extra_keys = definition.get('extra_keys', {})
if len(extra_keys.keys()) > MAX_EXTRA_KEYS_COUNT:
raise ValueError, "Number of extra_keys in %s exceeds limit %d" %\
(category, MAX_EXTRA_KEYS_COUNT)
for key in extra_keys.iterkeys():
string_check(category, 'extra_keys', key, 1, MAX_EXTRA_KEY_NAME_LENGTH, regex=IDENTIFIER_PATTERN)
# Check expiry.
if not 'expiry_version' in definition and not 'expiry_date' in definition:
raise KeyError, "Event in %s is missing an expiration - either expiry_version or expiry_date is required" %\
(category)
expiry_date = definition.get('expiry_date')
if expiry_date and isinstance(expiry_date, basestring) and expiry_date != 'never':
if not re.match(DATE_PATTERN, expiry_date):
raise ValueError, "Event in %s has invalid expiry_date, it should be either 'never' or match this format: %s" %\
(category, DATE_PATTERN)
# Parse into date.
definition['expiry_date'] = datetime.datetime.strptime(expiry_date, '%Y-%m-%d')
# Finish setup.
definition['expiry_version'] = add_expiration_postfix(definition.get('expiry_version', 'never'))
@property
def category(self):
return self._category
@property
def category_cpp(self):
# Transform e.g. category.example into CategoryExample.
return convert_to_cpp_identifier(self._category, ".")
@property
def name(self):
return self._name
@property
def methods(self):
return self._definition.get('methods', [self.name])
@property
def objects(self):
return self._definition.get('objects')
@property
def expiry_version(self):
return self._definition.get('expiry_version')
@property
def expiry_day(self):
date = self._definition.get('expiry_date')
if not date:
return 0
if isinstance(date, basestring) and date == 'never':
return 0
# Convert date to days since UNIX epoch.
epoch = datetime.date(1970, 1, 1)
days = (date - epoch).total_seconds() / (24 * 60 * 60)
return round(days)
@property
def cpp_guard(self):
return self._definition.get('cpp_guard')
@property
def enum_labels(self):
def enum(method_name, object_name):
m = convert_to_cpp_identifier(method_name, "_")
o = convert_to_cpp_identifier(object_name, "_")
return m + '_' + o
combinations = itertools.product(self.methods, self.objects)
return [enum(t[0], t[1]) for t in combinations]
@property
def dataset(self):
"""Get the nsITelemetry constant equivalent for release_channel_collection.
"""
rcc = self._definition.get('release_channel_collection', 'opt-in')
if rcc == 'opt-out':
return 'nsITelemetry::DATASET_RELEASE_CHANNEL_OPTOUT'
else:
return 'nsITelemetry::DATASET_RELEASE_CHANNEL_OPTIN'
@property
def extra_keys(self):
return self._definition.get('extra_keys', {}).keys()
def load_events(filename):
"""Parses a YAML file containing the event definitions.
:param filename: the YAML file containing the event definitions.
:raises Exception: if the event file cannot be opened or parsed.
"""
# Parse the event definitions from the YAML file.
events = None
try:
with open(filename, 'r') as f:
events = yaml.safe_load(f)
except IOError, e:
raise Exception('Error opening ' + filename + ': ' + e.message)
except ValueError, e:
raise Exception('Error parsing events in ' + filename + ': ' + e.message)
event_list = []
# Events are defined in a fixed two-level hierarchy within the definition file.
# The first level contains the category (group name), while the second level contains
# the event names and definitions, e.g.:
# category.name:
# event_name:
# <event definition>
# ...
# ...
for category_name,category in events.iteritems():
string_check('', 'category', category_name, 1, MAX_CATEGORY_NAME_LENGTH, regex=IDENTIFIER_PATTERN)
# Make sure that the category has at least one entry in it.
if not category or len(category) == 0:
raise ValueError(category_name + ' must contain at least one entry')
for name,entry in category.iteritems():
string_check(category, 'name', name, 1, MAX_METHOD_NAME_LENGTH, regex=IDENTIFIER_PATTERN)
event_list.append(EventData(category_name, name, entry))
return event_list