Module Expr Str ImportFrom alias Import alias Import alias ImportFrom alias ImportFrom alias alias ImportFrom alias ImportFrom alias Import alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias ImportFrom alias alias ImportFrom alias Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad Str Str Assign NameStore Call NameLoad NameLoad Call NameLoad Str Str ClassDef bases NameLoad body Expr Str Assign NameStore Call NameLoad Num Num Num FunctionDef arguments args NameParam NameParam NameParam defaults Str Num kwarg body Assign TupleStore AttributeStore NameLoad attr NameStore Call NameLoad Str NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr NameLoad Assign AttributeStore NameLoad attr Call AttributeLoad NameLoad attr Str NameLoad Expr Call AttributeLoad Call NameLoad NameLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam defaults body Expr Call AttributeLoad NameLoad attr Str Assign NameStore IfExp AttributeLoad NameLoad attr Call NameLoad TupleLoad Num Num Num Call NameLoad TupleLoad Num Num Num Expr Call NameLoad AttributeLoad NameLoad attr NameLoad keyword Call NameLoad TupleLoad Num Num Num keyword Str decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults body Expr Str Return Call AttributeLoad Str attr keyword AttributeLoad NameLoad attr keyword AttributeLoad NameLoad attr keyword Call AttributeLoad NameLoad attr NameLoad NameLoad keyword Call AttributeLoad NameLoad attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults body Expr Str If Call NameLoad NameLoad AttributeLoad NameLoad attr body Assign NameStore BinOpMod NameLoad AttributeLoad NameLoad attr orelse Assign NameStore BinOpMod Call NameLoad NameLoad AttributeLoad NameLoad attr Return Call AttributeLoad Str attr AttributeLoad NameLoad attr AttributeLoad NameLoad attr NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam defaults body If UnaryOpNot Call NameLoad NameLoad AttributeLoad NameLoad attr body If Call NameLoad NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Str Return Call AttributeLoad Call NameLoad Call NameLoad NameLoad attr Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults NameLoad Num body Expr Call AttributeLoad NameLoad attr ListLoad TupleLoad NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam defaults NameLoad Num body Expr Str Assign NameStore AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr With Call AttributeLoad AttributeLoad NameLoad attr attr NameStore body For TupleStore NameStore NameStore AttributeLoad NameLoad attr body Assign NameStore Call NameLoad NameLoad NameLoad For TupleStore NameStore NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad body Expr Str Assign NameStore AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr Assign NameStore AttributeLoad NameLoad attr If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore ListLoad Assign NameStore NameLoad With Call AttributeLoad AttributeLoad NameLoad attr attr NameStore body While CompareGtE NameLoad NameLoad body Assign NameStore Call NameLoad NameLoad NameLoad Assign NameStore Call NameLoad NameLoad NameLoad For NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad Assign NameStore BinOpSub NameLoad Call NameLoad keyword NameLoad Assign NameStore Call NameLoad NameLoad For TupleStore NameStore NameStore NameStore NameLoad body Assign SubscriptStore SubscriptLoad NameLoad Index NameLoad Index NameLoad Call NameLoad BoolOpOr AttributeLoad NameLoad attr Num For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index NameLoad Call NameLoad Call AttributeLoad NameLoad attr Return Call NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults NameLoad body Expr Call AttributeLoad NameLoad attr TupleLoad TupleLoad NameLoad NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body Expr Str If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad Call NameLoad NameLoad With Call AttributeLoad AttributeLoad NameLoad attr attr NameStore body For TupleStore NameStore NameStore NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad For TupleStore NameStore NameStore AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad body Expr Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Dict With Call AttributeLoad AttributeLoad NameLoad attr attr NameStore body For NameStore NameLoad body Assign NameStore Call AttributeLoad NameLoad attr NameLoad Assign NameStore SubscriptStore NameLoad Index NameLoad ListLoad For NameStore NameLoad body Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Return DictComp NameLoad ListComp TupleLoad NameLoad AttributeLoad NameLoad attr comprehension TupleStore NameStore NameStore NameLoad comprehension TupleStore NameStore NameStore Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad body Expr Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Dict With Call AttributeLoad AttributeLoad NameLoad attr attr NameStore body For NameStore NameLoad body Assign NameStore ListLoad For NameStore NameLoad body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index NameLoad Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad attr Str NameLoad Return DictComp NameLoad AttributeLoad NameLoad attr comprehension TupleStore NameStore NameStore Call AttributeLoad NameLoad attr decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam defaults body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Return Call NameLoad Call AttributeLoad NameLoad attr Str NameLoad TupleLoad Str Str Str decorator_list FunctionDef arguments args NameParam NameParam NameParam defaults NameLoad body If UnaryOpNot AttributeLoad NameLoad attr body Return If CompareIs NameLoad NameLoad body Assign NameStore Call AttributeLoad NameLoad attr Assign NameStore Call NameLoad Call NameLoad NameLoad Assign NameStore Dict For TupleStore NameStore NameStore NameLoad body For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Assign NameStore ListLoad Assign NameStore Dict For TupleStore NameStore NameStore AttributeLoad NameLoad attr body Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Expr Call AttributeLoad NameLoad attr NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad For NameStore NameLoad body Assign SubscriptStore NameLoad Index NameLoad NameLoad Assign NameStore BinOpAdd ListLoad Str Call NameLoad AttributeLoad NameLoad attr For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad Assign NameStore Call AttributeLoad NameLoad attr NameLoad ListLoad Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad NameLoad NameLoad For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Expr Call AttributeLoad NameLoad attr TupleLoad Str NameLoad NameLoad Expr Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad NameLoad body If UnaryOpNot AttributeLoad NameLoad attr body Raise Call NameLoad Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad Assign NameStore Dict Assign NameStore ListLoad Str If CompareIsNot NameLoad NameLoad body Expr Call AttributeLoad NameLoad attr Call NameLoad NameLoad For NameStore NameLoad body Assign NameStore ListLoad For NameStore NameLoad body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index NameLoad ListLoad TupleLoad NameLoad NameLoad NameLoad Assign NameStore Dict For TupleStore NameStore NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr body Assign SubscriptStore NameLoad Index NameLoad ListComp TupleLoad NameLoad Call NameLoad NameLoad comprehension TupleStore NameStore NameStore AttributeLoad SubscriptLoad NameLoad Index Num attr Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad body If UnaryOpNot AttributeLoad NameLoad attr body Raise Call NameLoad Str Assign TupleStore NameStore NameStore Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index NameLoad Call NameLoad NameLoad Assign NameStore Dict For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Assign NameStore ListLoad For NameStore NameLoad body Expr Call AttributeLoad NameLoad attr Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad Assign SubscriptStore NameLoad Index NameLoad ListLoad TupleLoad NameLoad NameLoad BinOpAdd TupleLoad Str NameLoad Assign NameStore Dict For TupleStore NameStore NameStore Call AttributeLoad Call AttributeLoad AttributeLoad NameLoad attr attr NameLoad attr body Assign NameStore SubscriptLoad NameLoad Index NameLoad Assign NameStore SubscriptStore NameLoad Index NameLoad ListLoad For TupleStore NameStore NameStore Call NameLoad NameLoad AttributeLoad SubscriptLoad NameLoad Index Num attr body Expr Call AttributeLoad NameLoad attr TupleLoad NameLoad Call NameLoad Call NameLoad NameLoad Call NameLoad NameLoad NameLoad Return NameLoad decorator_list FunctionDef arguments args NameParam NameParam NameParam NameParam NameParam NameParam defaults NameLoad NameLoad body If UnaryOpNot AttributeLoad NameLoad attr body Raise Call NameLoad Str Assign NameStore Dict For TupleStore NameStore NameStore Call AttributeLoad Call AttributeLoad NameLoad attr NameLoad NameLoad NameLoad NameLoad NameLoad attr body Assign NameStore SubscriptStore NameLoad Index NameLoad Dict For TupleStore NameStore NameStore NameLoad body For TupleStore NameStore NameStore Call AttributeLoad NameLoad attr body Assign SubscriptStore NameLoad Index NameLoad BinOpAdd Call AttributeLoad NameLoad attr NameLoad Num NameLoad Return NameLoad decorator_list decorator_list
N/A N/A 
sentry.tsdb.redis
~~~~~~~~~~~~~~~~~

:copyright: (c) 2010-2014 by the Sentry Team, see AUTHORS for more details.
:license: BSD, see LICENSE for more details.
 __future__ absolute_import N/A logging N/A operator binascii crc32 collections defaultdict namedtuple datetime timedelta hashlib md5 N/A six django.utils timezone pkg_resources resource_string redis.client Script sentry.tsdb.base BaseTSDB sentry.utils.dates to_timestamp sentry.utils.redis check_cluster_versions get_cluster_from_options sentry.utils.versioning Version N/A logger N/A N/A logging getLogger __name__ N/A SketchParameters N/A namedtuple SketchParameters depth width capacity N/A CountMinScript N/A Script None N/A resource_string sentry scripts/tsdb/cmsketch.lua RedisTSDB N/A BaseTSDB N/A N/A 
    A time series storage backend for Redis.

    The time series API supports three data types:

        * simple counters
        * distinct counters (number of unique elements seen)
        * frequency tables (a set of items ranked by most frequently observed)

    The backend also supports virtual nodes (``vnodes``) which controls shard
    distribution. This value should be set to the anticipated maximum number of
    physical hosts and not modified after data has been written.

    Simple counters are stored in hashes. The key of the hash is composed of
    the model, epoch (which defines the start of the rollup period), and a
    shard identifier. This allows TTLs to be applied to the entire bucket,
    instead of having to be stored for every individual element in the rollup
    period. This results in a data layout that looks something like this::

        {
            "<model>:<epoch>:<shard id>": {
                "<key>": value,
                ...
            },
            ...
        }

    Distinct counters are stored using HyperLogLog, which provides a
    cardinality estimate with a standard error of 0.8%. The data layout looks
    something like this::

        {
            "<model>:<epoch>:<key>": value,
            ...
        }

    Frequency tables are modeled using two data structures:

        * top-N index: a sorted set containing the most frequently observed items,
        * estimation matrix: a hash table containing counters, used in a Count-Min sketch

    Member scores are 100% accurate until the index is filled (and no memory is
    used for the estimation matrix until this point), after which the data
    structure switches to a probabilistic implementation and accuracy begins to
    degrade for less frequently observed items, but remains accurate for more
    frequently observed items.

    Frequency tables are especially useful when paired with a (non-distinct)
    counter of the total number of observations so that scores of items of the
    frequency table can be displayed as percentages of the whole data set.
    (Additional documentation and the bulk of the logic for implementing the
    frequency table API can be found in the ``cmsketch.lua`` script.)
     N/A DEFAULT_SKETCH_PARAMETERS N/A SketchParameters 3 128 50 __init__ N/A N/A self prefix vnodes N/A ts: 64 options N/A N/A N/A N/A self cluster options N/A get_cluster_from_options SENTRY_TSDB_OPTIONS options N/A N/A self prefix prefix N/A N/A self vnodes vnodes N/A N/A self enable_frequency_sketches N/A N/A options pop enable_frequency_sketches False N/A N/A N/A N/A super RedisTSDB self __init__ options N/A validate N/A N/A self N/A N/A N/A N/A N/A logger debug Validating Redis version... N/A version N/A N/A self enable_frequency_sketches N/A Version N/A 2 8 18 N/A Version N/A 2 8 9 N/A N/A check_cluster_versions N/A self cluster version recommended N/A Version N/A 2 8 18 label TSDB N/A make_key N/A N/A self model rollup timestamp key N/A N/A N/A 
        Make a key that is used for distinct counter and frequency table
        values.
         N/A N/A N/A {prefix}{model}:{epoch}:{key} format prefix N/A self prefix model N/A model value epoch N/A N/A self normalize_ts_to_rollup timestamp rollup key N/A N/A self get_model_key key N/A make_counter_key N/A N/A self model epoch model_key N/A N/A N/A 
        Make a key that is used for counter values.
         N/A N/A isinstance model_key N/A six integer_types N/A N/A vnode N/A model_key N/A self vnodes N/A N/A vnode N/A N/A crc32 model_key N/A self vnodes N/A N/A N/A {0}{1}:{2}:{3} format N/A self prefix N/A model value epoch vnode N/A get_model_key N/A N/A self key N/A N/A N/A N/A N/A isinstance key N/A six integer_types N/A N/A N/A isinstance key unicode N/A N/A key N/A N/A key encode utf-8 N/A N/A N/A N/A md5 N/A repr key hexdigest N/A key N/A incr N/A N/A self model key timestamp count N/A None 1 N/A N/A N/A N/A self incr_multi N/A N/A model key timestamp count N/A incr_multi N/A N/A self items timestamp count N/A None 1 N/A N/A 
        Increment project ID=1 and group ID=5:

        >>> incr_multi([(TimeSeriesModel.project, 1), (TimeSeriesModel.group, 5)])
         N/A make_key N/A self make_counter_key N/A normalize_to_rollup N/A self normalize_to_rollup N/A N/A timestamp None N/A N/A timestamp N/A N/A timezone now N/A N/A N/A N/A self cluster map client N/A N/A N/A rollup max_values N/A self rollups N/A N/A norm_rollup N/A normalize_to_rollup timestamp rollup N/A N/A model key items N/A N/A model_key N/A N/A self get_model_key key N/A hash_key N/A make_key model norm_rollup model_key N/A N/A N/A client hincrby hash_key model_key count N/A N/A N/A client expireat hash_key N/A N/A self calculate_expiry rollup max_values timestamp N/A get_range N/A N/A self model keys start end rollup N/A None N/A N/A 
        To get a range of data for group ID=[1, 2, 3]:

        Start and end are both inclusive.

        >>> now = timezone.now()
        >>> get_keys(TimeSeriesModel.group, [1, 2, 3],
        >>>          start=now - timedelta(days=1),
        >>>          end=now)
         N/A normalize_to_epoch N/A self normalize_to_epoch N/A normalize_to_rollup N/A self normalize_to_rollup N/A make_key N/A self make_counter_key N/A N/A rollup None N/A N/A rollup N/A N/A self get_optimal_rollup start end N/A results N/A N/A timestamp end N/A N/A N/A N/A self cluster map client N/A N/A N/A timestamp start N/A N/A real_epoch N/A normalize_to_epoch timestamp rollup N/A norm_epoch N/A normalize_to_rollup timestamp rollup N/A key keys N/A N/A model_key N/A N/A self get_model_key key N/A hash_key N/A make_key model norm_epoch model_key N/A N/A N/A results append N/A real_epoch key N/A N/A client hget hash_key model_key N/A timestamp N/A timestamp N/A timedelta seconds rollup N/A results_by_key N/A defaultdict dict N/A N/A epoch key count results N/A N/A N/A N/A results_by_key N/A key N/A epoch N/A int N/A N/A count value 0 N/A N/A key points N/A N/A results_by_key iteritems N/A N/A N/A results_by_key N/A key N/A sorted N/A N/A points items N/A N/A dict results_by_key N/A record N/A N/A self model key values timestamp N/A None N/A N/A N/A N/A self record_multi N/A N/A model key values timestamp N/A record_multi N/A N/A self items timestamp N/A None N/A N/A 
        Record an occurence of an item in a distinct counter.
         N/A N/A timestamp None N/A N/A timestamp N/A N/A timezone now N/A ts N/A int N/A to_timestamp timestamp N/A N/A N/A N/A self cluster fanout client N/A N/A N/A model key values items N/A N/A c N/A N/A client target_key key N/A N/A rollup max_values N/A self rollups N/A N/A k N/A N/A self make_key model rollup ts key N/A N/A N/A c pfadd k values N/A N/A N/A c expireat k N/A N/A self calculate_expiry rollup max_values timestamp N/A get_distinct_counts_series N/A N/A self model keys start end rollup N/A None None N/A N/A 
        Fetch counts of distinct items for each rollup interval within the range.
         N/A N/A rollup series N/A N/A self get_optimal_rollup_series start end rollup N/A responses N/A N/A N/A N/A N/A self cluster fanout client N/A N/A key keys N/A N/A c N/A N/A client target_key key N/A r N/A responses N/A key N/A N/A timestamp series N/A N/A N/A N/A r append N/A timestamp N/A N/A c pfcount N/A N/A self make_key model rollup timestamp key N/A N/A key N/A N/A timestamp N/A promise value N/A N/A timestamp promise value N/A N/A key value N/A N/A responses iteritems N/A get_distinct_counts_totals N/A N/A self model keys start end rollup N/A None None N/A N/A 
        Count distinct items during a time range.
         N/A N/A rollup series N/A N/A self get_optimal_rollup_series start end rollup N/A responses N/A N/A N/A N/A N/A self cluster fanout client N/A N/A key keys N/A N/A ks N/A N/A timestamp series N/A N/A N/A N/A ks append N/A N/A self make_key model rollup timestamp key N/A N/A responses N/A key N/A N/A N/A N/A client target_key key execute_command PFCOUNT ks N/A N/A key N/A value value N/A N/A key value N/A N/A responses iteritems N/A make_frequency_table_keys N/A N/A self model rollup timestamp key N/A N/A N/A prefix N/A N/A self make_key model rollup timestamp key N/A N/A map N/A N/A operator methodcaller format prefix N/A {}:c {}:i {}:e N/A record_frequency_multi N/A N/A self requests timestamp N/A None N/A N/A N/A N/A self enable_frequency_sketches N/A N/A N/A N/A timestamp None N/A N/A timestamp N/A N/A timezone now N/A ts N/A int N/A to_timestamp timestamp N/A commands N/A N/A N/A model request requests N/A N/A N/A key items N/A N/A request iteritems N/A N/A keys N/A N/A expirations N/A N/A N/A rollup max_values N/A self rollups N/A N/A chunk N/A N/A self make_frequency_table_keys model rollup ts key N/A N/A N/A keys extend chunk N/A expiry N/A N/A self calculate_expiry rollup max_values timestamp N/A k chunk N/A N/A N/A expirations N/A k expiry N/A arguments N/A N/A INCR N/A list N/A self DEFAULT_SKETCH_PARAMETERS N/A N/A member score N/A N/A items items N/A N/A N/A N/A arguments extend N/A score member N/A cmds N/A N/A commands setdefault key N/A N/A N/A N/A cmds append N/A CountMinScript keys arguments N/A N/A k t N/A N/A expirations items N/A N/A N/A N/A cmds append N/A EXPIREAT k t N/A N/A N/A N/A self cluster execute_commands commands N/A get_most_frequent N/A N/A self model keys start end rollup limit N/A None None None N/A N/A N/A N/A self enable_frequency_sketches N/A N/A N/A NotImplementedError Frequency sketches are disabled. N/A N/A rollup series N/A N/A self get_optimal_rollup_series start end rollup N/A commands N/A N/A arguments N/A RANKED N/A N/A limit None N/A N/A N/A N/A arguments append N/A int limit N/A key keys N/A N/A ks N/A N/A timestamp series N/A N/A N/A N/A ks extend N/A N/A self make_frequency_table_keys model rollup timestamp key N/A N/A commands N/A key N/A N/A CountMinScript ks arguments N/A results N/A N/A N/A key responses N/A N/A N/A N/A N/A self cluster execute_commands commands items N/A N/A N/A results N/A key N/A N/A member N/A float score N/A N/A member score N/A N/A responses N/A 0 value N/A results N/A get_frequency_series N/A N/A self model items start end rollup N/A None None N/A N/A N/A N/A self enable_frequency_sketches N/A N/A N/A NotImplementedError Frequency sketches are disabled. N/A N/A rollup series N/A N/A self get_optimal_rollup_series start end rollup N/A N/A key members N/A N/A items items N/A N/A N/A items N/A key N/A tuple members N/A commands N/A N/A N/A key members N/A N/A items items N/A N/A ks N/A N/A timestamp series N/A N/A N/A N/A ks extend N/A N/A self make_frequency_table_keys model rollup timestamp key N/A N/A commands N/A key N/A N/A CountMinScript ks N/A N/A ESTIMATE members N/A results N/A N/A N/A key responses N/A N/A N/A N/A N/A self cluster execute_commands commands items N/A N/A members N/A items N/A key N/A chunk N/A results N/A key N/A N/A N/A timestamp scores N/A zip series N/A N/A responses N/A 0 value N/A N/A N/A N/A chunk append N/A timestamp N/A dict N/A zip members N/A map float scores N/A results N/A get_frequency_totals N/A N/A self model items start end rollup N/A None None N/A N/A N/A N/A self enable_frequency_sketches N/A N/A N/A NotImplementedError Frequency sketches are disabled. N/A responses N/A N/A N/A key series N/A N/A N/A N/A self get_frequency_series model items start end rollup iteritems N/A N/A response N/A responses N/A key N/A N/A N/A timestamp results series N/A N/A N/A member value N/A N/A results items N/A N/A N/A response N/A member N/A N/A N/A response get member 0.0 value N/A responses N/A N/A