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andymccurdy/redis-py
redis/client.py
Redis.xrange
def xrange(self, name, min='-', max='+', count=None): """ Read stream values within an interval. name: name of the stream. start: first stream ID. defaults to '-', meaning the earliest available. finish: last stream ID. defaults to '+', meaning the ...
python
def xrange(self, name, min='-', max='+', count=None): """ Read stream values within an interval. name: name of the stream. start: first stream ID. defaults to '-', meaning the earliest available. finish: last stream ID. defaults to '+', meaning the ...
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Read stream values within an interval. name: name of the stream. start: first stream ID. defaults to '-', meaning the earliest available. finish: last stream ID. defaults to '+', meaning the latest available. count: if set, only return this many items, begi...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2164-L2182
train
Read stream values within an interval.
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andymccurdy/redis-py
redis/client.py
Redis.xread
def xread(self, streams, count=None, block=None): """ Block and monitor multiple streams for new data. streams: a dict of stream names to stream IDs, where IDs indicate the last ID already seen. count: if set, only return this many items, beginning with the ...
python
def xread(self, streams, count=None, block=None): """ Block and monitor multiple streams for new data. streams: a dict of stream names to stream IDs, where IDs indicate the last ID already seen. count: if set, only return this many items, beginning with the ...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2184-L2210
train
Read many items from a set of streams.
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andymccurdy/redis-py
redis/client.py
Redis.xreadgroup
def xreadgroup(self, groupname, consumername, streams, count=None, block=None, noack=False): """ Read from a stream via a consumer group. groupname: name of the consumer group. consumername: name of the requesting consumer. streams: a dict of stream names to st...
python
def xreadgroup(self, groupname, consumername, streams, count=None, block=None, noack=False): """ Read from a stream via a consumer group. groupname: name of the consumer group. consumername: name of the requesting consumer. streams: a dict of stream names to st...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2212-L2244
train
Read from a consumer group via a consumer group.
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andymccurdy/redis-py
redis/client.py
Redis.xtrim
def xtrim(self, name, maxlen, approximate=True): """ Trims old messages from a stream. name: name of the stream. maxlen: truncate old stream messages beyond this size approximate: actual stream length may be slightly more than maxlen """ pieces = [Token.get_token(...
python
def xtrim(self, name, maxlen, approximate=True): """ Trims old messages from a stream. name: name of the stream. maxlen: truncate old stream messages beyond this size approximate: actual stream length may be slightly more than maxlen """ pieces = [Token.get_token(...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2266-L2277
train
Trim old messages from a stream.
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andymccurdy/redis-py
redis/client.py
Redis.zadd
def zadd(self, name, mapping, nx=False, xx=False, ch=False, incr=False): """ Set any number of element-name, score pairs to the key ``name``. Pairs are specified as a dict of element-names keys to score values. ``nx`` forces ZADD to only create new elements and not to update sco...
python
def zadd(self, name, mapping, nx=False, xx=False, ch=False, incr=False): """ Set any number of element-name, score pairs to the key ``name``. Pairs are specified as a dict of element-names keys to score values. ``nx`` forces ZADD to only create new elements and not to update sco...
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Set any number of element-name, score pairs to the key ``name``. Pairs are specified as a dict of element-names keys to score values. ``nx`` forces ZADD to only create new elements and not to update scores for elements that already exist. ``xx`` forces ZADD to only update scores of ele...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2280-L2325
train
Add any number of elements to the specified key.
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andymccurdy/redis-py
redis/client.py
Redis.zcount
def zcount(self, name, min, max): """ Returns the number of elements in the sorted set at key ``name`` with a score between ``min`` and ``max``. """ return self.execute_command('ZCOUNT', name, min, max)
python
def zcount(self, name, min, max): """ Returns the number of elements in the sorted set at key ``name`` with a score between ``min`` and ``max``. """ return self.execute_command('ZCOUNT', name, min, max)
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Returns the number of elements in the sorted set at key ``name`` with a score between ``min`` and ``max``.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2331-L2336
train
Returns the number of elements in the sorted set at key name with a score between min and max.
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andymccurdy/redis-py
redis/client.py
Redis.zincrby
def zincrby(self, name, amount, value): "Increment the score of ``value`` in sorted set ``name`` by ``amount``" return self.execute_command('ZINCRBY', name, amount, value)
python
def zincrby(self, name, amount, value): "Increment the score of ``value`` in sorted set ``name`` by ``amount``" return self.execute_command('ZINCRBY', name, amount, value)
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Increment the score of ``value`` in sorted set ``name`` by ``amount``
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2338-L2340
train
Increment the score of value in sorted set name by amount
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andymccurdy/redis-py
redis/client.py
Redis.zinterstore
def zinterstore(self, dest, keys, aggregate=None): """ Intersect multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided. """ return self._zaggregate('Z...
python
def zinterstore(self, dest, keys, aggregate=None): """ Intersect multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided. """ return self._zaggregate('Z...
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Intersect multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2342-L2348
train
Intersect multiple sorted sets specified by keys into a new sorted set dest.
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andymccurdy/redis-py
redis/client.py
Redis.zlexcount
def zlexcount(self, name, min, max): """ Return the number of items in the sorted set ``name`` between the lexicographical range ``min`` and ``max``. """ return self.execute_command('ZLEXCOUNT', name, min, max)
python
def zlexcount(self, name, min, max): """ Return the number of items in the sorted set ``name`` between the lexicographical range ``min`` and ``max``. """ return self.execute_command('ZLEXCOUNT', name, min, max)
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2350-L2355
train
Return the number of items in the sorted set name between the lexicographical range min and max.
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andymccurdy/redis-py
redis/client.py
Redis.zpopmax
def zpopmax(self, name, count=None): """ Remove and return up to ``count`` members with the highest scores from the sorted set ``name``. """ args = (count is not None) and [count] or [] options = { 'withscores': True } return self.execute_comma...
python
def zpopmax(self, name, count=None): """ Remove and return up to ``count`` members with the highest scores from the sorted set ``name``. """ args = (count is not None) and [count] or [] options = { 'withscores': True } return self.execute_comma...
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Remove and return up to ``count`` members with the highest scores from the sorted set ``name``.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2357-L2366
train
Remove and return up to count members with the highest scores from the sorted set name.
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andymccurdy/redis-py
redis/client.py
Redis.zpopmin
def zpopmin(self, name, count=None): """ Remove and return up to ``count`` members with the lowest scores from the sorted set ``name``. """ args = (count is not None) and [count] or [] options = { 'withscores': True } return self.execute_comman...
python
def zpopmin(self, name, count=None): """ Remove and return up to ``count`` members with the lowest scores from the sorted set ``name``. """ args = (count is not None) and [count] or [] options = { 'withscores': True } return self.execute_comman...
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Remove and return up to ``count`` members with the lowest scores from the sorted set ``name``.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2368-L2377
train
Remove and return up to count members with the lowest scores from the sorted set name.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
Redis.bzpopmax
def bzpopmax(self, keys, timeout=0): """ ZPOPMAX a value off of the first non-empty sorted set named in the ``keys`` list. If none of the sorted sets in ``keys`` has a value to ZPOPMAX, then block for ``timeout`` seconds, or until a member gets added to one of the sorted...
python
def bzpopmax(self, keys, timeout=0): """ ZPOPMAX a value off of the first non-empty sorted set named in the ``keys`` list. If none of the sorted sets in ``keys`` has a value to ZPOPMAX, then block for ``timeout`` seconds, or until a member gets added to one of the sorted...
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ZPOPMAX a value off of the first non-empty sorted set named in the ``keys`` list. If none of the sorted sets in ``keys`` has a value to ZPOPMAX, then block for ``timeout`` seconds, or until a member gets added to one of the sorted sets. If timeout is 0, then block indefinitely.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2379-L2394
train
Remove and return the highest priority set from the sorted set at the given keys. If timeout is not set then block indefinitely until a member gets added to the first non - empty set at the given keys. If timeout is set then block indefinitely until a member gets added to the first non - empty set at the given keys.
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andymccurdy/redis-py
redis/client.py
Redis.zrangebylex
def zrangebylex(self, name, min, max, start=None, num=None): """ Return the lexicographical range of values from sorted set ``name`` between ``min`` and ``max``. If ``start`` and ``num`` are specified, then return a slice of the range. """ if (start is not None a...
python
def zrangebylex(self, name, min, max, start=None, num=None): """ Return the lexicographical range of values from sorted set ``name`` between ``min`` and ``max``. If ``start`` and ``num`` are specified, then return a slice of the range. """ if (start is not None a...
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Return the lexicographical range of values from sorted set ``name`` between ``min`` and ``max``. If ``start`` and ``num`` are specified, then return a slice of the range.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2440-L2454
train
Return the lexicographical range of values from sorted set name between min and max.
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andymccurdy/redis-py
redis/client.py
Redis.zremrangebylex
def zremrangebylex(self, name, min, max): """ Remove all elements in the sorted set ``name`` between the lexicographical range specified by ``min`` and ``max``. Returns the number of elements removed. """ return self.execute_command('ZREMRANGEBYLEX', name, min, max)
python
def zremrangebylex(self, name, min, max): """ Remove all elements in the sorted set ``name`` between the lexicographical range specified by ``min`` and ``max``. Returns the number of elements removed. """ return self.execute_command('ZREMRANGEBYLEX', name, min, max)
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Remove all elements in the sorted set ``name`` between the lexicographical range specified by ``min`` and ``max``. Returns the number of elements removed.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2511-L2518
train
Remove all elements in the sorted set name between the lexicographical range specified by min and max.
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andymccurdy/redis-py
redis/client.py
Redis.zremrangebyrank
def zremrangebyrank(self, name, min, max): """ Remove all elements in the sorted set ``name`` with ranks between ``min`` and ``max``. Values are 0-based, ordered from smallest score to largest. Values can be negative indicating the highest scores. Returns the number of elements r...
python
def zremrangebyrank(self, name, min, max): """ Remove all elements in the sorted set ``name`` with ranks between ``min`` and ``max``. Values are 0-based, ordered from smallest score to largest. Values can be negative indicating the highest scores. Returns the number of elements r...
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Remove all elements in the sorted set ``name`` with ranks between ``min`` and ``max``. Values are 0-based, ordered from smallest score to largest. Values can be negative indicating the highest scores. Returns the number of elements removed
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2520-L2527
train
Remove all elements in the sorted set name with ranks between min and max.
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andymccurdy/redis-py
redis/client.py
Redis.zrevrangebyscore
def zrevrangebyscore(self, name, max, min, start=None, num=None, withscores=False, score_cast_func=float): """ Return a range of values from the sorted set ``name`` with scores between ``min`` and ``max`` in descending order. If ``start`` and ``num`` are specifi...
python
def zrevrangebyscore(self, name, max, min, start=None, num=None, withscores=False, score_cast_func=float): """ Return a range of values from the sorted set ``name`` with scores between ``min`` and ``max`` in descending order. If ``start`` and ``num`` are specifi...
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Return a range of values from the sorted set ``name`` with scores between ``min`` and ``max`` in descending order. If ``start`` and ``num`` are specified, then return a slice of the range. ``withscores`` indicates to return the scores along with the values. The return type is a...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2558-L2584
train
Returns a range of values from the sorted set name with scores between min and max in descending order.
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andymccurdy/redis-py
redis/client.py
Redis.zunionstore
def zunionstore(self, dest, keys, aggregate=None): """ Union multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided. """ return self._zaggregate('ZUNIO...
python
def zunionstore(self, dest, keys, aggregate=None): """ Union multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided. """ return self._zaggregate('ZUNIO...
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Union multiple sorted sets specified by ``keys`` into a new sorted set, ``dest``. Scores in the destination will be aggregated based on the ``aggregate``, or SUM if none is provided.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2597-L2603
train
Union multiple sorted sets specified by keys into a new sorted set dest.
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andymccurdy/redis-py
redis/client.py
Redis.hmget
def hmget(self, name, keys, *args): "Returns a list of values ordered identically to ``keys``" args = list_or_args(keys, args) return self.execute_command('HMGET', name, *args)
python
def hmget(self, name, keys, *args): "Returns a list of values ordered identically to ``keys``" args = list_or_args(keys, args) return self.execute_command('HMGET', name, *args)
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Returns a list of values ordered identically to ``keys``
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2697-L2700
train
Returns a list of values ordered identically to keys
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
Redis.eval
def eval(self, script, numkeys, *keys_and_args): """ Execute the Lua ``script``, specifying the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. In practice, use the object returned by ``register_scri...
python
def eval(self, script, numkeys, *keys_and_args): """ Execute the Lua ``script``, specifying the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. In practice, use the object returned by ``register_scri...
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Execute the Lua ``script``, specifying the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. In practice, use the object returned by ``register_script``. This function exists purely for Redis API completion.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2742-L2751
train
Execute a Lua script and return the result.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
Redis.evalsha
def evalsha(self, sha, numkeys, *keys_and_args): """ Use the ``sha`` to execute a Lua script already registered via EVAL or SCRIPT LOAD. Specify the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. ...
python
def evalsha(self, sha, numkeys, *keys_and_args): """ Use the ``sha`` to execute a Lua script already registered via EVAL or SCRIPT LOAD. Specify the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. ...
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Use the ``sha`` to execute a Lua script already registered via EVAL or SCRIPT LOAD. Specify the ``numkeys`` the script will touch and the key names and argument values in ``keys_and_args``. Returns the result of the script. In practice, use the object returned by ``register_script``. Th...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2753-L2763
train
Execute a Lua script with the given sha.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
Redis.geoadd
def geoadd(self, name, *values): """ Add the specified geospatial items to the specified key identified by the ``name`` argument. The Geospatial items are given as ordered members of the ``values`` argument, each item or place is formed by the triad longitude, latitude and name. ...
python
def geoadd(self, name, *values): """ Add the specified geospatial items to the specified key identified by the ``name`` argument. The Geospatial items are given as ordered members of the ``values`` argument, each item or place is formed by the triad longitude, latitude and name. ...
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Add the specified geospatial items to the specified key identified by the ``name`` argument. The Geospatial items are given as ordered members of the ``values`` argument, each item or place is formed by the triad longitude, latitude and name.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2795-L2805
train
Add the specified geospatial items to the specified key identified by the name argument.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
Redis.geodist
def geodist(self, name, place1, place2, unit=None): """ Return the distance between ``place1`` and ``place2`` members of the ``name`` key. The units must be one of the following : m, km mi, ft. By default meters are used. """ pieces = [name, place1, place2] ...
python
def geodist(self, name, place1, place2, unit=None): """ Return the distance between ``place1`` and ``place2`` members of the ``name`` key. The units must be one of the following : m, km mi, ft. By default meters are used. """ pieces = [name, place1, place2] ...
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Return the distance between ``place1`` and ``place2`` members of the ``name`` key. The units must be one of the following : m, km mi, ft. By default meters are used.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2807-L2819
train
Return the distance between place1 and place2 members of the key name.
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andymccurdy/redis-py
redis/client.py
PubSub.on_connect
def on_connect(self, connection): "Re-subscribe to any channels and patterns previously subscribed to" # NOTE: for python3, we can't pass bytestrings as keyword arguments # so we need to decode channel/pattern names back to unicode strings # before passing them to [p]subscribe. s...
python
def on_connect(self, connection): "Re-subscribe to any channels and patterns previously subscribed to" # NOTE: for python3, we can't pass bytestrings as keyword arguments # so we need to decode channel/pattern names back to unicode strings # before passing them to [p]subscribe. s...
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Re-subscribe to any channels and patterns previously subscribed to
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L2972-L2988
train
Re - subscribe to any channels and patterns previously subscribed to
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andymccurdy/redis-py
redis/client.py
PubSub.parse_response
def parse_response(self, block=True, timeout=0): "Parse the response from a publish/subscribe command" connection = self.connection if connection is None: raise RuntimeError( 'pubsub connection not set: ' 'did you forget to call subscribe() or psubscri...
python
def parse_response(self, block=True, timeout=0): "Parse the response from a publish/subscribe command" connection = self.connection if connection is None: raise RuntimeError( 'pubsub connection not set: ' 'did you forget to call subscribe() or psubscri...
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Parse the response from a publish/subscribe command
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3029-L3038
train
Parse the response from a publish / subscribe command
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andymccurdy/redis-py
redis/client.py
PubSub._normalize_keys
def _normalize_keys(self, data): """ normalize channel/pattern names to be either bytes or strings based on whether responses are automatically decoded. this saves us from coercing the value for each message coming in. """ encode = self.encoder.encode decode = sel...
python
def _normalize_keys(self, data): """ normalize channel/pattern names to be either bytes or strings based on whether responses are automatically decoded. this saves us from coercing the value for each message coming in. """ encode = self.encoder.encode decode = sel...
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normalize channel/pattern names to be either bytes or strings based on whether responses are automatically decoded. this saves us from coercing the value for each message coming in.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3040-L3048
train
normalize channel names to be either bytes or strings based on whether responses are automatically decoded.
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andymccurdy/redis-py
redis/client.py
PubSub.psubscribe
def psubscribe(self, *args, **kwargs): """ Subscribe to channel patterns. Patterns supplied as keyword arguments expect a pattern name as the key and a callable as the value. A pattern's callable will be invoked automatically when a message is received on that pattern rather than...
python
def psubscribe(self, *args, **kwargs): """ Subscribe to channel patterns. Patterns supplied as keyword arguments expect a pattern name as the key and a callable as the value. A pattern's callable will be invoked automatically when a message is received on that pattern rather than...
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Subscribe to channel patterns. Patterns supplied as keyword arguments expect a pattern name as the key and a callable as the value. A pattern's callable will be invoked automatically when a message is received on that pattern rather than producing a message via ``listen()``.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3050-L3069
train
Subscribe to channel patterns.
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andymccurdy/redis-py
redis/client.py
PubSub.punsubscribe
def punsubscribe(self, *args): """ Unsubscribe from the supplied patterns. If empty, unsubscribe from all patterns. """ if args: args = list_or_args(args[0], args[1:]) patterns = self._normalize_keys(dict.fromkeys(args)) else: patterns ...
python
def punsubscribe(self, *args): """ Unsubscribe from the supplied patterns. If empty, unsubscribe from all patterns. """ if args: args = list_or_args(args[0], args[1:]) patterns = self._normalize_keys(dict.fromkeys(args)) else: patterns ...
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Unsubscribe from the supplied patterns. If empty, unsubscribe from all patterns.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3071-L3082
train
Unsubscribe from the supplied patterns.
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andymccurdy/redis-py
redis/client.py
PubSub.subscribe
def subscribe(self, *args, **kwargs): """ Subscribe to channels. Channels supplied as keyword arguments expect a channel name as the key and a callable as the value. A channel's callable will be invoked automatically when a message is received on that channel rather than producin...
python
def subscribe(self, *args, **kwargs): """ Subscribe to channels. Channels supplied as keyword arguments expect a channel name as the key and a callable as the value. A channel's callable will be invoked automatically when a message is received on that channel rather than producin...
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Subscribe to channels. Channels supplied as keyword arguments expect a channel name as the key and a callable as the value. A channel's callable will be invoked automatically when a message is received on that channel rather than producing a message via ``listen()`` or ``get_message()``.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3084-L3103
train
Subscribe to channels. Channels supplied as keyword arguments expect a channel name as the key and a callable as the value.
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andymccurdy/redis-py
redis/client.py
PubSub.unsubscribe
def unsubscribe(self, *args): """ Unsubscribe from the supplied channels. If empty, unsubscribe from all channels """ if args: args = list_or_args(args[0], args[1:]) channels = self._normalize_keys(dict.fromkeys(args)) else: channels = ...
python
def unsubscribe(self, *args): """ Unsubscribe from the supplied channels. If empty, unsubscribe from all channels """ if args: args = list_or_args(args[0], args[1:]) channels = self._normalize_keys(dict.fromkeys(args)) else: channels = ...
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Unsubscribe from the supplied channels. If empty, unsubscribe from all channels
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3105-L3116
train
Unsubscribe from the supplied channels.
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andymccurdy/redis-py
redis/client.py
PubSub.handle_message
def handle_message(self, response, ignore_subscribe_messages=False): """ Parses a pub/sub message. If the channel or pattern was subscribed to with a message handler, the handler is invoked instead of a parsed message being returned. """ message_type = nativestr(response[...
python
def handle_message(self, response, ignore_subscribe_messages=False): """ Parses a pub/sub message. If the channel or pattern was subscribed to with a message handler, the handler is invoked instead of a parsed message being returned. """ message_type = nativestr(response[...
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Parses a pub/sub message. If the channel or pattern was subscribed to with a message handler, the handler is invoked instead of a parsed message being returned.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3145-L3202
train
Parses a pub / sub message and returns a parsed version of the message.
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andymccurdy/redis-py
redis/client.py
Pipeline.multi
def multi(self): """ Start a transactional block of the pipeline after WATCH commands are issued. End the transactional block with `execute`. """ if self.explicit_transaction: raise RedisError('Cannot issue nested calls to MULTI') if self.command_stack: ...
python
def multi(self): """ Start a transactional block of the pipeline after WATCH commands are issued. End the transactional block with `execute`. """ if self.explicit_transaction: raise RedisError('Cannot issue nested calls to MULTI') if self.command_stack: ...
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Start a transactional block of the pipeline after WATCH commands are issued. End the transactional block with `execute`.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3315-L3325
train
This method is used to issue multiple commands at once.
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andymccurdy/redis-py
redis/client.py
Pipeline.pipeline_execute_command
def pipeline_execute_command(self, *args, **options): """ Stage a command to be executed when execute() is next called Returns the current Pipeline object back so commands can be chained together, such as: pipe = pipe.set('foo', 'bar').incr('baz').decr('bang') At some ...
python
def pipeline_execute_command(self, *args, **options): """ Stage a command to be executed when execute() is next called Returns the current Pipeline object back so commands can be chained together, such as: pipe = pipe.set('foo', 'bar').incr('baz').decr('bang') At some ...
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Stage a command to be executed when execute() is next called Returns the current Pipeline object back so commands can be chained together, such as: pipe = pipe.set('foo', 'bar').incr('baz').decr('bang') At some other point, you can then run: pipe.execute(), which will execute ...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3365-L3378
train
Execute a command in the pipeline.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/client.py
BitFieldOperation.reset
def reset(self): """ Reset the state of the instance to when it was constructed """ self.operations = [] self._last_overflow = 'WRAP' self.overflow(self._default_overflow or self._last_overflow)
python
def reset(self): """ Reset the state of the instance to when it was constructed """ self.operations = [] self._last_overflow = 'WRAP' self.overflow(self._default_overflow or self._last_overflow)
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Reset the state of the instance to when it was constructed
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3591-L3597
train
Reset the state of the instance to when it was constructed.
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andymccurdy/redis-py
redis/client.py
BitFieldOperation.overflow
def overflow(self, overflow): """ Update the overflow algorithm of successive INCRBY operations :param overflow: Overflow algorithm, one of WRAP, SAT, FAIL. See the Redis docs for descriptions of these algorithmsself. :returns: a :py:class:`BitFieldOperation` instance. ...
python
def overflow(self, overflow): """ Update the overflow algorithm of successive INCRBY operations :param overflow: Overflow algorithm, one of WRAP, SAT, FAIL. See the Redis docs for descriptions of these algorithmsself. :returns: a :py:class:`BitFieldOperation` instance. ...
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Update the overflow algorithm of successive INCRBY operations :param overflow: Overflow algorithm, one of WRAP, SAT, FAIL. See the Redis docs for descriptions of these algorithmsself. :returns: a :py:class:`BitFieldOperation` instance.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3599-L3610
train
Updates the overflow algorithm of successive INCRBY operations
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andymccurdy/redis-py
redis/client.py
BitFieldOperation.get
def get(self, fmt, offset): """ Get the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplier, e.g....
python
def get(self, fmt, offset): """ Get the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplier, e.g....
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Get the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplier, e.g. given the arguments fmt='u8', offse...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3632-L3643
train
Adds a GET operation to the bitfield.
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andymccurdy/redis-py
redis/client.py
BitFieldOperation.set
def set(self, fmt, offset, value): """ Set the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplie...
python
def set(self, fmt, offset, value): """ Set the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplie...
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Set the value of a given bitfield. :param fmt: format-string for the bitfield being read, e.g. 'u8' for an unsigned 8-bit integer. :param offset: offset (in number of bits). If prefixed with a '#', this is an offset multiplier, e.g. given the arguments fmt='u8', offse...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3645-L3657
train
Set the value of a given bitfield at the given offset.
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andymccurdy/redis-py
redis/client.py
BitFieldOperation.execute
def execute(self): """ Execute the operation(s) in a single BITFIELD command. The return value is a list of values corresponding to each operation. If the client used to create this instance was a pipeline, the list of values will be present within the pipeline's execute. ...
python
def execute(self): """ Execute the operation(s) in a single BITFIELD command. The return value is a list of values corresponding to each operation. If the client used to create this instance was a pipeline, the list of values will be present within the pipeline's execute. ...
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Execute the operation(s) in a single BITFIELD command. The return value is a list of values corresponding to each operation. If the client used to create this instance was a pipeline, the list of values will be present within the pipeline's execute.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/client.py#L3666-L3675
train
Execute the command in a single BITFIELD command.
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andymccurdy/redis-py
redis/connection.py
Token.get_token
def get_token(cls, value): "Gets a cached token object or creates a new one if not already cached" # Use try/except because after running for a short time most tokens # should already be cached try: return cls._cache[value] except KeyError: token = Token(...
python
def get_token(cls, value): "Gets a cached token object or creates a new one if not already cached" # Use try/except because after running for a short time most tokens # should already be cached try: return cls._cache[value] except KeyError: token = Token(...
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Gets a cached token object or creates a new one if not already cached
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L73-L83
train
Gets a cached token object or creates a new one if not already cached
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andymccurdy/redis-py
redis/connection.py
Encoder.encode
def encode(self, value): "Return a bytestring representation of the value" if isinstance(value, Token): return value.encoded_value elif isinstance(value, bytes): return value elif isinstance(value, bool): # special case bool since it is a subclass of i...
python
def encode(self, value): "Return a bytestring representation of the value" if isinstance(value, Token): return value.encoded_value elif isinstance(value, bytes): return value elif isinstance(value, bool): # special case bool since it is a subclass of i...
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Return a bytestring representation of the value
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L106-L128
train
Return a bytestring representation of the value
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andymccurdy/redis-py
redis/connection.py
Encoder.decode
def decode(self, value, force=False): "Return a unicode string from the byte representation" if (self.decode_responses or force) and isinstance(value, bytes): value = value.decode(self.encoding, self.encoding_errors) return value
python
def decode(self, value, force=False): "Return a unicode string from the byte representation" if (self.decode_responses or force) and isinstance(value, bytes): value = value.decode(self.encoding, self.encoding_errors) return value
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L130-L134
train
Return a unicode string from the byte representation
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andymccurdy/redis-py
redis/connection.py
BaseParser.parse_error
def parse_error(self, response): "Parse an error response" error_code = response.split(' ')[0] if error_code in self.EXCEPTION_CLASSES: response = response[len(error_code) + 1:] exception_class = self.EXCEPTION_CLASSES[error_code] if isinstance(exception_class...
python
def parse_error(self, response): "Parse an error response" error_code = response.split(' ')[0] if error_code in self.EXCEPTION_CLASSES: response = response[len(error_code) + 1:] exception_class = self.EXCEPTION_CLASSES[error_code] if isinstance(exception_class...
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Parse an error response
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L148-L157
train
Parse an error response
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andymccurdy/redis-py
redis/connection.py
PythonParser.on_connect
def on_connect(self, connection): "Called when the socket connects" self._sock = connection._sock self._buffer = SocketBuffer(self._sock, self.socket_read_size) self.encoder = connection.encoder
python
def on_connect(self, connection): "Called when the socket connects" self._sock = connection._sock self._buffer = SocketBuffer(self._sock, self.socket_read_size) self.encoder = connection.encoder
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Called when the socket connects
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L265-L269
train
Called when the socket connects
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andymccurdy/redis-py
redis/connection.py
PythonParser.on_disconnect
def on_disconnect(self): "Called when the socket disconnects" self._sock = None if self._buffer is not None: self._buffer.close() self._buffer = None self.encoder = None
python
def on_disconnect(self): "Called when the socket disconnects" self._sock = None if self._buffer is not None: self._buffer.close() self._buffer = None self.encoder = None
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Called when the socket disconnects
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L271-L277
train
Called when the socket disconnects
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andymccurdy/redis-py
redis/connection.py
Connection.connect
def connect(self): "Connects to the Redis server if not already connected" if self._sock: return try: sock = self._connect() except socket.timeout: raise TimeoutError("Timeout connecting to server") except socket.error: e = sys.exc_...
python
def connect(self): "Connects to the Redis server if not already connected" if self._sock: return try: sock = self._connect() except socket.timeout: raise TimeoutError("Timeout connecting to server") except socket.error: e = sys.exc_...
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Connects to the Redis server if not already connected
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L474-L498
train
Connects to the Redis server if not already connected
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andymccurdy/redis-py
redis/connection.py
Connection.disconnect
def disconnect(self): "Disconnects from the Redis server" self._parser.on_disconnect() if self._sock is None: return if self._selector is not None: self._selector.close() self._selector = None try: if os.getpid() == self.pid: ...
python
def disconnect(self): "Disconnects from the Redis server" self._parser.on_disconnect() if self._sock is None: return if self._selector is not None: self._selector.close() self._selector = None try: if os.getpid() == self.pid: ...
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Disconnects from the Redis server
[ "Disconnects", "from", "the", "Redis", "server" ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L566-L580
train
Disconnects from the Redis server
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andymccurdy/redis-py
redis/connection.py
Connection.send_packed_command
def send_packed_command(self, command): "Send an already packed command to the Redis server" if not self._sock: self.connect() try: if isinstance(command, str): command = [command] for item in command: self._sock.sendall(item) ...
python
def send_packed_command(self, command): "Send an already packed command to the Redis server" if not self._sock: self.connect() try: if isinstance(command, str): command = [command] for item in command: self._sock.sendall(item) ...
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Send an already packed command to the Redis server
[ "Send", "an", "already", "packed", "command", "to", "the", "Redis", "server" ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L582-L606
train
Send an already packed command to the Redis server
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andymccurdy/redis-py
redis/connection.py
Connection.can_read
def can_read(self, timeout=0): "Poll the socket to see if there's data that can be read." sock = self._sock if not sock: self.connect() sock = self._sock return self._parser.can_read() or self._selector.can_read(timeout)
python
def can_read(self, timeout=0): "Poll the socket to see if there's data that can be read." sock = self._sock if not sock: self.connect() sock = self._sock return self._parser.can_read() or self._selector.can_read(timeout)
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Poll the socket to see if there's data that can be read.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L612-L618
train
Poll the socket to see if there s data that can be read.
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andymccurdy/redis-py
redis/connection.py
Connection.read_response
def read_response(self): "Read the response from a previously sent command" try: response = self._parser.read_response() except socket.timeout: self.disconnect() raise TimeoutError("Timeout reading from %s:%s" % (self.host, self....
python
def read_response(self): "Read the response from a previously sent command" try: response = self._parser.read_response() except socket.timeout: self.disconnect() raise TimeoutError("Timeout reading from %s:%s" % (self.host, self....
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Read the response from a previously sent command
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L624-L642
train
Read the response from a previously sent command
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andymccurdy/redis-py
redis/connection.py
Connection.pack_command
def pack_command(self, *args): "Pack a series of arguments into the Redis protocol" output = [] # the client might have included 1 or more literal arguments in # the command name, e.g., 'CONFIG GET'. The Redis server expects these # arguments to be sent separately, so split the f...
python
def pack_command(self, *args): "Pack a series of arguments into the Redis protocol" output = [] # the client might have included 1 or more literal arguments in # the command name, e.g., 'CONFIG GET'. The Redis server expects these # arguments to be sent separately, so split the f...
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Pack a series of arguments into the Redis protocol
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L644-L676
train
Pack a series of arguments into the Redis protocol
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andymccurdy/redis-py
redis/connection.py
SSLConnection._connect
def _connect(self): "Wrap the socket with SSL support" sock = super(SSLConnection, self)._connect() if hasattr(ssl, "create_default_context"): context = ssl.create_default_context() context.check_hostname = False context.verify_mode = self.cert_reqs ...
python
def _connect(self): "Wrap the socket with SSL support" sock = super(SSLConnection, self)._connect() if hasattr(ssl, "create_default_context"): context = ssl.create_default_context() context.check_hostname = False context.verify_mode = self.cert_reqs ...
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Wrap the socket with SSL support
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L732-L753
train
Wrap the socket with SSL support
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andymccurdy/redis-py
redis/connection.py
UnixDomainSocketConnection._connect
def _connect(self): "Create a Unix domain socket connection" sock = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM) sock.settimeout(self.socket_timeout) sock.connect(self.path) return sock
python
def _connect(self): "Create a Unix domain socket connection" sock = socket.socket(socket.AF_UNIX, socket.SOCK_STREAM) sock.settimeout(self.socket_timeout) sock.connect(self.path) return sock
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Create a Unix domain socket connection
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L780-L785
train
Create a Unix domain socket connection
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andymccurdy/redis-py
redis/connection.py
ConnectionPool.from_url
def from_url(cls, url, db=None, decode_components=False, **kwargs): """ Return a connection pool configured from the given URL. For example:: redis://[:password]@localhost:6379/0 rediss://[:password]@localhost:6379/0 unix://[:password]@/path/to/socket.sock?d...
python
def from_url(cls, url, db=None, decode_components=False, **kwargs): """ Return a connection pool configured from the given URL. For example:: redis://[:password]@localhost:6379/0 rediss://[:password]@localhost:6379/0 unix://[:password]@/path/to/socket.sock?d...
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Return a connection pool configured from the given URL. For example:: redis://[:password]@localhost:6379/0 rediss://[:password]@localhost:6379/0 unix://[:password]@/path/to/socket.sock?db=0 Three URL schemes are supported: - ```redis://`` <https:...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L821-L937
train
Create a new ConnectionPool configured from a given URL.
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andymccurdy/redis-py
redis/connection.py
ConnectionPool.get_connection
def get_connection(self, command_name, *keys, **options): "Get a connection from the pool" self._checkpid() try: connection = self._available_connections.pop() except IndexError: connection = self.make_connection() self._in_use_connections.add(connection) ...
python
def get_connection(self, command_name, *keys, **options): "Get a connection from the pool" self._checkpid() try: connection = self._available_connections.pop() except IndexError: connection = self.make_connection() self._in_use_connections.add(connection) ...
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Get a connection from the pool
[ "Get", "a", "connection", "from", "the", "pool" ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L983-L1008
train
Get a connection from the pool
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andymccurdy/redis-py
redis/connection.py
ConnectionPool.get_encoder
def get_encoder(self): "Return an encoder based on encoding settings" kwargs = self.connection_kwargs return Encoder( encoding=kwargs.get('encoding', 'utf-8'), encoding_errors=kwargs.get('encoding_errors', 'strict'), decode_responses=kwargs.get('decode_respons...
python
def get_encoder(self): "Return an encoder based on encoding settings" kwargs = self.connection_kwargs return Encoder( encoding=kwargs.get('encoding', 'utf-8'), encoding_errors=kwargs.get('encoding_errors', 'strict'), decode_responses=kwargs.get('decode_respons...
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Return an encoder based on encoding settings
[ "Return", "an", "encoder", "based", "on", "encoding", "settings" ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1010-L1017
train
Return an encoder based on encoding settings
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andymccurdy/redis-py
redis/connection.py
ConnectionPool.make_connection
def make_connection(self): "Create a new connection" if self._created_connections >= self.max_connections: raise ConnectionError("Too many connections") self._created_connections += 1 return self.connection_class(**self.connection_kwargs)
python
def make_connection(self): "Create a new connection" if self._created_connections >= self.max_connections: raise ConnectionError("Too many connections") self._created_connections += 1 return self.connection_class(**self.connection_kwargs)
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Create a new connection
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1019-L1024
train
Create a new connection
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andymccurdy/redis-py
redis/connection.py
ConnectionPool.disconnect
def disconnect(self): "Disconnects all connections in the pool" self._checkpid() all_conns = chain(self._available_connections, self._in_use_connections) for connection in all_conns: connection.disconnect()
python
def disconnect(self): "Disconnects all connections in the pool" self._checkpid() all_conns = chain(self._available_connections, self._in_use_connections) for connection in all_conns: connection.disconnect()
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Disconnects all connections in the pool
[ "Disconnects", "all", "connections", "in", "the", "pool" ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1034-L1040
train
Disconnects all connections in the pool
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andymccurdy/redis-py
redis/connection.py
BlockingConnectionPool.make_connection
def make_connection(self): "Make a fresh connection." connection = self.connection_class(**self.connection_kwargs) self._connections.append(connection) return connection
python
def make_connection(self): "Make a fresh connection." connection = self.connection_class(**self.connection_kwargs) self._connections.append(connection) return connection
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Make a fresh connection.
[ "Make", "a", "fresh", "connection", "." ]
cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1103-L1107
train
Make a fresh connection.
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andymccurdy/redis-py
redis/connection.py
BlockingConnectionPool.get_connection
def get_connection(self, command_name, *keys, **options): """ Get a connection, blocking for ``self.timeout`` until a connection is available from the pool. If the connection returned is ``None`` then creates a new connection. Because we use a last-in first-out queue, the existi...
python
def get_connection(self, command_name, *keys, **options): """ Get a connection, blocking for ``self.timeout`` until a connection is available from the pool. If the connection returned is ``None`` then creates a new connection. Because we use a last-in first-out queue, the existi...
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Get a connection, blocking for ``self.timeout`` until a connection is available from the pool. If the connection returned is ``None`` then creates a new connection. Because we use a last-in first-out queue, the existing connections (having been returned to the pool after the initial ``N...
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1109-L1156
train
Get a connection from the pool.
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andymccurdy/redis-py
redis/connection.py
BlockingConnectionPool.release
def release(self, connection): "Releases the connection back to the pool." # Make sure we haven't changed process. self._checkpid() if connection.pid != self.pid: return # Put the connection back into the pool. try: self.pool.put_nowait(connection...
python
def release(self, connection): "Releases the connection back to the pool." # Make sure we haven't changed process. self._checkpid() if connection.pid != self.pid: return # Put the connection back into the pool. try: self.pool.put_nowait(connection...
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Releases the connection back to the pool.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/connection.py#L1158-L1171
train
Releases the connection back to the pool.
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andymccurdy/redis-py
benchmarks/command_packer_benchmark.py
StringJoiningConnection.pack_command
def pack_command(self, *args): "Pack a series of arguments into a value Redis command" args_output = SYM_EMPTY.join([ SYM_EMPTY.join( (SYM_DOLLAR, str(len(k)).encode(), SYM_CRLF, k, SYM_CRLF)) for k in imap(self.encoder.encode, args)]) output = SYM_EMPTY.j...
python
def pack_command(self, *args): "Pack a series of arguments into a value Redis command" args_output = SYM_EMPTY.join([ SYM_EMPTY.join( (SYM_DOLLAR, str(len(k)).encode(), SYM_CRLF, k, SYM_CRLF)) for k in imap(self.encoder.encode, args)]) output = SYM_EMPTY.j...
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Pack a series of arguments into a value Redis command
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/benchmarks/command_packer_benchmark.py#L29-L37
train
Pack a series of arguments into a value Redis command
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andymccurdy/redis-py
redis/selector.py
has_selector
def has_selector(selector): "Determine if the current platform has the selector available" try: if selector == 'poll': # the select module offers the poll selector even if the platform # doesn't support it. Attempt to poll for nothing to make sure # poll is available ...
python
def has_selector(selector): "Determine if the current platform has the selector available" try: if selector == 'poll': # the select module offers the poll selector even if the platform # doesn't support it. Attempt to poll for nothing to make sure # poll is available ...
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Determine if the current platform has the selector available
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/selector.py#L169-L183
train
Determine if the current platform has the selector available
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andymccurdy/redis-py
redis/selector.py
DefaultSelector
def DefaultSelector(sock): "Return the best selector for the platform" global _DEFAULT_SELECTOR if _DEFAULT_SELECTOR is None: if has_selector('poll'): _DEFAULT_SELECTOR = PollSelector elif hasattr(select, 'select'): _DEFAULT_SELECTOR = SelectSelector else: ...
python
def DefaultSelector(sock): "Return the best selector for the platform" global _DEFAULT_SELECTOR if _DEFAULT_SELECTOR is None: if has_selector('poll'): _DEFAULT_SELECTOR = PollSelector elif hasattr(select, 'select'): _DEFAULT_SELECTOR = SelectSelector else: ...
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Return the best selector for the platform
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/selector.py#L186-L196
train
Return the best selector for the platform
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andymccurdy/redis-py
redis/selector.py
BaseSelector.can_read
def can_read(self, timeout=0): """ Return True if data is ready to be read from the socket, otherwise False. This doesn't guarentee that the socket is still connected, just that there is data to read. Automatically retries EINTR errors based on PEP 475. """ ...
python
def can_read(self, timeout=0): """ Return True if data is ready to be read from the socket, otherwise False. This doesn't guarentee that the socket is still connected, just that there is data to read. Automatically retries EINTR errors based on PEP 475. """ ...
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Return True if data is ready to be read from the socket, otherwise False. This doesn't guarentee that the socket is still connected, just that there is data to read. Automatically retries EINTR errors based on PEP 475.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/selector.py#L16-L32
train
Return True if data is ready to be read from the socket False otherwise.
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andymccurdy/redis-py
redis/selector.py
BaseSelector.is_ready_for_command
def is_ready_for_command(self, timeout=0): """ Return True if the socket is ready to send a command, otherwise False. Automatically retries EINTR errors based on PEP 475. """ while True: try: return self.check_is_ready_for_command(timeout) ...
python
def is_ready_for_command(self, timeout=0): """ Return True if the socket is ready to send a command, otherwise False. Automatically retries EINTR errors based on PEP 475. """ while True: try: return self.check_is_ready_for_command(timeout) ...
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Return True if the socket is ready to send a command, otherwise False. Automatically retries EINTR errors based on PEP 475.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/selector.py#L34-L47
train
Check if the socket is ready to send a command.
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andymccurdy/redis-py
redis/selector.py
BaseSelector.errno_from_exception
def errno_from_exception(self, ex): """ Get the error number from an exception """ if hasattr(ex, 'errno'): return ex.errno elif ex.args: return ex.args[0] else: return None
python
def errno_from_exception(self, ex): """ Get the error number from an exception """ if hasattr(ex, 'errno'): return ex.errno elif ex.args: return ex.args[0] else: return None
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Get the error number from an exception
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/selector.py#L68-L77
train
Get the error number from an exception object
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andymccurdy/redis-py
redis/utils.py
from_url
def from_url(url, db=None, **kwargs): """ Returns an active Redis client generated from the given database URL. Will attempt to extract the database id from the path url fragment, if none is provided. """ from redis.client import Redis return Redis.from_url(url, db, **kwargs)
python
def from_url(url, db=None, **kwargs): """ Returns an active Redis client generated from the given database URL. Will attempt to extract the database id from the path url fragment, if none is provided. """ from redis.client import Redis return Redis.from_url(url, db, **kwargs)
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Returns an active Redis client generated from the given database URL. Will attempt to extract the database id from the path url fragment, if none is provided.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/utils.py#L11-L19
train
Returns an active Redis client generated from the given database URL.
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andymccurdy/redis-py
redis/sentinel.py
SentinelConnectionPool.rotate_slaves
def rotate_slaves(self): "Round-robin slave balancer" slaves = self.sentinel_manager.discover_slaves(self.service_name) if slaves: if self.slave_rr_counter is None: self.slave_rr_counter = random.randint(0, len(slaves) - 1) for _ in xrange(len(slaves)): ...
python
def rotate_slaves(self): "Round-robin slave balancer" slaves = self.sentinel_manager.discover_slaves(self.service_name) if slaves: if self.slave_rr_counter is None: self.slave_rr_counter = random.randint(0, len(slaves) - 1) for _ in xrange(len(slaves)): ...
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Round-robin slave balancer
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/sentinel.py#L109-L125
train
Round - robin slave balancer
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
andymccurdy/redis-py
redis/sentinel.py
Sentinel.discover_master
def discover_master(self, service_name): """ Asks sentinel servers for the Redis master's address corresponding to the service labeled ``service_name``. Returns a pair (address, port) or raises MasterNotFoundError if no master is found. """ for sentinel_no, senti...
python
def discover_master(self, service_name): """ Asks sentinel servers for the Redis master's address corresponding to the service labeled ``service_name``. Returns a pair (address, port) or raises MasterNotFoundError if no master is found. """ for sentinel_no, senti...
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Asks sentinel servers for the Redis master's address corresponding to the service labeled ``service_name``. Returns a pair (address, port) or raises MasterNotFoundError if no master is found.
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/sentinel.py#L193-L212
train
Discover the master s address corresponding to the service labeled service_name.
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andymccurdy/redis-py
redis/sentinel.py
Sentinel.filter_slaves
def filter_slaves(self, slaves): "Remove slaves that are in an ODOWN or SDOWN state" slaves_alive = [] for slave in slaves: if slave['is_odown'] or slave['is_sdown']: continue slaves_alive.append((slave['ip'], slave['port'])) return slaves_alive
python
def filter_slaves(self, slaves): "Remove slaves that are in an ODOWN or SDOWN state" slaves_alive = [] for slave in slaves: if slave['is_odown'] or slave['is_sdown']: continue slaves_alive.append((slave['ip'], slave['port'])) return slaves_alive
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Remove slaves that are in an ODOWN or SDOWN state
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/sentinel.py#L214-L221
train
Remove slaves that are in an ODOWN or SDOWN state
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andymccurdy/redis-py
redis/sentinel.py
Sentinel.discover_slaves
def discover_slaves(self, service_name): "Returns a list of alive slaves for service ``service_name``" for sentinel in self.sentinels: try: slaves = sentinel.sentinel_slaves(service_name) except (ConnectionError, ResponseError, TimeoutError): conti...
python
def discover_slaves(self, service_name): "Returns a list of alive slaves for service ``service_name``" for sentinel in self.sentinels: try: slaves = sentinel.sentinel_slaves(service_name) except (ConnectionError, ResponseError, TimeoutError): conti...
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Returns a list of alive slaves for service ``service_name``
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cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db
https://github.com/andymccurdy/redis-py/blob/cdfe2befbe00db4a3c48c9ddd6d64dea15f6f0db/redis/sentinel.py#L223-L233
train
Returns a list of alive slaves for service service_name
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TeamHG-Memex/eli5
eli5/lightning.py
explain_weights_lightning
def explain_weights_lightning(estimator, vec=None, top=20, target_names=None, targets=None, feature_names=None, coef_scale=None): """ Return an explanation of a lightning estimator weights """ return explain_weights_lightning_not_supported(estimator)
python
def explain_weights_lightning(estimator, vec=None, top=20, target_names=None, targets=None, feature_names=None, coef_scale=None): """ Return an explanation of a lightning estimator weights """ return explain_weights_lightning_not_supported(estimator)
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Return an explanation of a lightning estimator weights
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightning.py#L20-L24
train
Return an explanation of a lightning estimator weights
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TeamHG-Memex/eli5
eli5/lightning.py
explain_prediction_lightning
def explain_prediction_lightning(estimator, doc, vec=None, top=None, target_names=None, targets=None, feature_names=None, vectorized=False, coef_scale=None): """ Return an explanation of a lightning estimator predicti...
python
def explain_prediction_lightning(estimator, doc, vec=None, top=None, target_names=None, targets=None, feature_names=None, vectorized=False, coef_scale=None): """ Return an explanation of a lightning estimator predicti...
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Return an explanation of a lightning estimator predictions
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightning.py#L39-L44
train
Return an explanation of a lightning estimator prediction
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TeamHG-Memex/eli5
eli5/formatters/html.py
format_as_html
def format_as_html(explanation, # type: Explanation include_styles=True, # type: bool force_weights=True, # type: bool show=fields.ALL, preserve_density=None, # type: Optional[bool] highlight_spaces=None, # type: Optiona...
python
def format_as_html(explanation, # type: Explanation include_styles=True, # type: bool force_weights=True, # type: bool show=fields.ALL, preserve_density=None, # type: Optional[bool] highlight_spaces=None, # type: Optiona...
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Format explanation as html. Most styles are inline, but some are included separately in <style> tag, you can omit them by passing ``include_styles=False`` and call ``format_html_styles`` to render them separately (or just omit them). With ``force_weights=False``, weights will not be displayed in a table...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L37-L118
train
Formats the explanation as html.
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TeamHG-Memex/eli5
eli5/formatters/html.py
render_targets_weighted_spans
def render_targets_weighted_spans( targets, # type: List[TargetExplanation] preserve_density, # type: Optional[bool] ): # type: (...) -> List[Optional[str]] """ Return a list of rendered weighted spans for targets. Function must accept a list in order to select consistent weight ra...
python
def render_targets_weighted_spans( targets, # type: List[TargetExplanation] preserve_density, # type: Optional[bool] ): # type: (...) -> List[Optional[str]] """ Return a list of rendered weighted spans for targets. Function must accept a list in order to select consistent weight ra...
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Return a list of rendered weighted spans for targets. Function must accept a list in order to select consistent weight ranges across all targets.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L142-L165
train
Returns a list of rendered weighted spans for the given list of targets.
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TeamHG-Memex/eli5
eli5/formatters/html.py
_colorize
def _colorize(token, # type: str weight, # type: float weight_range, # type: float ): # type: (...) -> str """ Return token wrapped in a span with some styles (calculated from weight and weight_range) applied. """ token = html_escape(token) if np.iscl...
python
def _colorize(token, # type: str weight, # type: float weight_range, # type: float ): # type: (...) -> str """ Return token wrapped in a span with some styles (calculated from weight and weight_range) applied. """ token = html_escape(token) if np.iscl...
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Return token wrapped in a span with some styles (calculated from weight and weight_range) applied.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L181-L209
train
Return a token wrapped in a span with some styles applied from weight and weight_range.
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TeamHG-Memex/eli5
eli5/formatters/html.py
_weight_opacity
def _weight_opacity(weight, weight_range): # type: (float, float) -> str """ Return opacity value for given weight as a string. """ min_opacity = 0.8 if np.isclose(weight, 0) and np.isclose(weight_range, 0): rel_weight = 0.0 else: rel_weight = abs(weight) / weight_range retur...
python
def _weight_opacity(weight, weight_range): # type: (float, float) -> str """ Return opacity value for given weight as a string. """ min_opacity = 0.8 if np.isclose(weight, 0) and np.isclose(weight_range, 0): rel_weight = 0.0 else: rel_weight = abs(weight) / weight_range retur...
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Return opacity value for given weight as a string.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L212-L221
train
Return opacity value for given weight as a string.
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TeamHG-Memex/eli5
eli5/formatters/html.py
weight_color_hsl
def weight_color_hsl(weight, weight_range, min_lightness=0.8): # type: (float, float, float) -> _HSL_COLOR """ Return HSL color components for given weight, where the max absolute weight is given by weight_range. """ hue = _hue(weight) saturation = 1 rel_weight = (abs(weight) / weight_range)...
python
def weight_color_hsl(weight, weight_range, min_lightness=0.8): # type: (float, float, float) -> _HSL_COLOR """ Return HSL color components for given weight, where the max absolute weight is given by weight_range. """ hue = _hue(weight) saturation = 1 rel_weight = (abs(weight) / weight_range)...
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Return HSL color components for given weight, where the max absolute weight is given by weight_range.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L227-L236
train
Return HSL color components for given weight.
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TeamHG-Memex/eli5
eli5/formatters/html.py
format_hsl
def format_hsl(hsl_color): # type: (_HSL_COLOR) -> str """ Format hsl color as css color string. """ hue, saturation, lightness = hsl_color return 'hsl({}, {:.2%}, {:.2%})'.format(hue, saturation, lightness)
python
def format_hsl(hsl_color): # type: (_HSL_COLOR) -> str """ Format hsl color as css color string. """ hue, saturation, lightness = hsl_color return 'hsl({}, {:.2%}, {:.2%})'.format(hue, saturation, lightness)
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Format hsl color as css color string.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L239-L244
train
Format hsl color as css color string.
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TeamHG-Memex/eli5
eli5/formatters/html.py
get_weight_range
def get_weight_range(weights): # type: (FeatureWeights) -> float """ Max absolute feature for pos and neg weights. """ return max_or_0(abs(fw.weight) for lst in [weights.pos, weights.neg] for fw in lst or [])
python
def get_weight_range(weights): # type: (FeatureWeights) -> float """ Max absolute feature for pos and neg weights. """ return max_or_0(abs(fw.weight) for lst in [weights.pos, weights.neg] for fw in lst or [])
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Max absolute feature for pos and neg weights.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L252-L258
train
Returns the maximum absolute feature for pos and neg weights.
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TeamHG-Memex/eli5
eli5/formatters/html.py
remaining_weight_color_hsl
def remaining_weight_color_hsl( ws, # type: List[FeatureWeight] weight_range, # type: float pos_neg, # type: str ): # type: (...) -> _HSL_COLOR """ Color for "remaining" row. Handles a number of edge cases: if there are no weights in ws or weight_range is zero, assume the ...
python
def remaining_weight_color_hsl( ws, # type: List[FeatureWeight] weight_range, # type: float pos_neg, # type: str ): # type: (...) -> _HSL_COLOR """ Color for "remaining" row. Handles a number of edge cases: if there are no weights in ws or weight_range is zero, assume the ...
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Color for "remaining" row. Handles a number of edge cases: if there are no weights in ws or weight_range is zero, assume the worst (most intensive positive or negative color).
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L261-L279
train
Color for remaining row.
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TeamHG-Memex/eli5
eli5/formatters/html.py
_format_unhashed_feature
def _format_unhashed_feature(feature, weight, hl_spaces): # type: (...) -> str """ Format unhashed feature: show first (most probable) candidate, display other candidates in title attribute. """ if not feature: return '' else: first, rest = feature[0], feature[1:] html = ...
python
def _format_unhashed_feature(feature, weight, hl_spaces): # type: (...) -> str """ Format unhashed feature: show first (most probable) candidate, display other candidates in title attribute. """ if not feature: return '' else: first, rest = feature[0], feature[1:] html = ...
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Format unhashed feature: show first (most probable) candidate, display other candidates in title attribute.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L282-L296
train
Format unhashed feature.
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TeamHG-Memex/eli5
eli5/formatters/html.py
_format_feature
def _format_feature(feature, weight, hl_spaces): # type: (...) -> str """ Format any feature. """ if isinstance(feature, FormattedFeatureName): return feature.format() elif (isinstance(feature, list) and all('name' in x and 'sign' in x for x in feature)): return _format_u...
python
def _format_feature(feature, weight, hl_spaces): # type: (...) -> str """ Format any feature. """ if isinstance(feature, FormattedFeatureName): return feature.format() elif (isinstance(feature, list) and all('name' in x and 'sign' in x for x in feature)): return _format_u...
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Format any feature.
[ "Format", "any", "feature", "." ]
371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/html.py#L299-L309
train
Format any feature.
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TeamHG-Memex/eli5
eli5/lightgbm.py
explain_weights_lightgbm
def explain_weights_lightgbm(lgb, vec=None, top=20, target_names=None, # ignored targets=None, # ignored feature_names=None, feature_re=None, ...
python
def explain_weights_lightgbm(lgb, vec=None, top=20, target_names=None, # ignored targets=None, # ignored feature_names=None, feature_re=None, ...
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Return an explanation of an LightGBM estimator (via scikit-learn wrapper LGBMClassifier or LGBMRegressor) as feature importances. See :func:`eli5.explain_weights` for description of ``top``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters. ``target_names`` and ``targets`` param...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightgbm.py#L23-L65
train
Return an explanation of a LightGBM estimator or LGBMRegressor.
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TeamHG-Memex/eli5
eli5/lightgbm.py
explain_prediction_lightgbm
def explain_prediction_lightgbm( lgb, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False, ): """ Return an explanation of LightG...
python
def explain_prediction_lightgbm( lgb, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False, ): """ Return an explanation of LightG...
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Return an explanation of LightGBM prediction (via scikit-learn wrapper LGBMClassifier or LGBMRegressor) as feature weights. See :func:`eli5.explain_prediction` for description of ``top``, ``top_targets``, ``target_names``, ``targets``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightgbm.py#L70-L151
train
Return an explanation of the prediction of a light - gauss - M model.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/lightgbm.py
_compute_node_values
def _compute_node_values(tree_info): """ Add node_value key with an expected value for non-leaf nodes """ def walk(tree): if 'leaf_value' in tree: return tree['leaf_value'], tree.get('leaf_count', 0) left_value, left_count = walk(tree['left_child']) right_value, right_count =...
python
def _compute_node_values(tree_info): """ Add node_value key with an expected value for non-leaf nodes """ def walk(tree): if 'leaf_value' in tree: return tree['leaf_value'], tree.get('leaf_count', 0) left_value, left_count = walk(tree['left_child']) right_value, right_count =...
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Add node_value key with an expected value for non-leaf nodes
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightgbm.py#L170-L187
train
Compute the node value for all leaf nodes.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/lightgbm.py
_changes
def _changes(path): """ >>> _changes([2, 3, 0, 5]) [2, 1, -3, 5] >>> _changes([2]) [2] """ res = [path[0]] res += [p - p_prev for p, p_prev in zip(path[1:], path)] return res
python
def _changes(path): """ >>> _changes([2, 3, 0, 5]) [2, 1, -3, 5] >>> _changes([2]) [2] """ res = [path[0]] res += [p - p_prev for p, p_prev in zip(path[1:], path)] return res
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>>> _changes([2, 3, 0, 5]) [2, 1, -3, 5] >>> _changes([2]) [2]
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightgbm.py#L207-L216
train
Return a list of changes in a path.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/lightgbm.py
_get_prediction_feature_weights
def _get_prediction_feature_weights(lgb, X, n_targets): """ Return a list of {feat_id: value} dicts with feature weights, following ideas from http://blog.datadive.net/interpreting-random-forests/ """ if n_targets == 2: n_targets = 1 dump = lgb.booster_.dump_model() tree_info = ...
python
def _get_prediction_feature_weights(lgb, X, n_targets): """ Return a list of {feat_id: value} dicts with feature weights, following ideas from http://blog.datadive.net/interpreting-random-forests/ """ if n_targets == 2: n_targets = 1 dump = lgb.booster_.dump_model() tree_info = ...
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Return a list of {feat_id: value} dicts with feature weights, following ideas from http://blog.datadive.net/interpreting-random-forests/
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/lightgbm.py#L240-L266
train
Returns a list of feature weights dicts with feature weights.
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TeamHG-Memex/eli5
eli5/formatters/utils.py
replace_spaces
def replace_spaces(s, replacer): # type: (str, Callable[[int, str], str]) -> str """ >>> replace_spaces('ab', lambda n, l: '_' * n) 'ab' >>> replace_spaces('a b', lambda n, l: '_' * n) 'a_b' >>> replace_spaces(' ab', lambda n, l: '_' * n) '_ab' >>> replace_spaces(' a b ', lambda n, ...
python
def replace_spaces(s, replacer): # type: (str, Callable[[int, str], str]) -> str """ >>> replace_spaces('ab', lambda n, l: '_' * n) 'ab' >>> replace_spaces('a b', lambda n, l: '_' * n) 'a_b' >>> replace_spaces(' ab', lambda n, l: '_' * n) '_ab' >>> replace_spaces(' a b ', lambda n, ...
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>>> replace_spaces('ab', lambda n, l: '_' * n) 'ab' >>> replace_spaces('a b', lambda n, l: '_' * n) 'a_b' >>> replace_spaces(' ab', lambda n, l: '_' * n) '_ab' >>> replace_spaces(' a b ', lambda n, s: s * n) 'leftleftacenterbright' >>> replace_spaces(' a b ', lambda n, _: '0 0' * n) ...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/utils.py#L14-L38
train
Replace spaces in a string.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/formatters/utils.py
format_signed
def format_signed(feature, # type: Dict[str, Any] formatter=None, # type: Callable[..., str] **kwargs ): # type: (...) -> str """ Format unhashed feature with sign. >>> format_signed({'name': 'foo', 'sign': 1}) 'foo' >>> format_signed({'na...
python
def format_signed(feature, # type: Dict[str, Any] formatter=None, # type: Callable[..., str] **kwargs ): # type: (...) -> str """ Format unhashed feature with sign. >>> format_signed({'name': 'foo', 'sign': 1}) 'foo' >>> format_signed({'na...
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Format unhashed feature with sign. >>> format_signed({'name': 'foo', 'sign': 1}) 'foo' >>> format_signed({'name': 'foo', 'sign': -1}) '(-)foo' >>> format_signed({'name': ' foo', 'sign': -1}, lambda x: '"{}"'.format(x)) '(-)" foo"'
[ "Format", "unhashed", "feature", "with", "sign", "." ]
371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/utils.py#L41-L60
train
Format unhashed feature with sign.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/formatters/utils.py
tabulate
def tabulate(data, # type: List[List[Any]] header=None, # type: Optional[List[Any]] col_align=None, # type: Union[str, List[str]] ): # type: (...) -> List[str] """ Format data as a table without any fancy features. col_align: l/r/c or a list/string of l/r/c. l = lef...
python
def tabulate(data, # type: List[List[Any]] header=None, # type: Optional[List[Any]] col_align=None, # type: Union[str, List[str]] ): # type: (...) -> List[str] """ Format data as a table without any fancy features. col_align: l/r/c or a list/string of l/r/c. l = lef...
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Format data as a table without any fancy features. col_align: l/r/c or a list/string of l/r/c. l = left, r = right, c = center Return a list of strings (lines of the table).
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/formatters/utils.py#L99-L140
train
Return a list of strings that can be used to display a table of data.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
explain_prediction_sklearn
def explain_prediction_sklearn(estimator, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=No...
python
def explain_prediction_sklearn(estimator, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=No...
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Return an explanation of a scikit-learn estimator
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L77-L88
train
Return an explanation of a scikit - learn estimator.
Pu7Z6IJCgH3a,vcEHXBQXuDuh,sHOWSIAKtU58,ZVWAAMjVVHHl,qRin5pdYOdbB,IySsVMyKT3tF,FwEHNICjJCy0,yISIa0MMKKfB,GAtvbI59wr0o,OmNM6rT0Sgul,gu1MSKhYvigU,S2TTo9DhhiSh,aaLV7ZjAfkcR,ker4pIJmdvxf,WaQEaQCVMQ03,xV97BFGi0hY9,YnM1HtHE4j7G,X5FyJb4ToTo6,jLmadlzMdunT,GGFwFLsDF9Fv,prtR0Uw1GMh5,oNamnshN4dFG,QZzQeAYvsoum,VHAt7CcYKC2T,cKsTbNGL...
TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
explain_prediction_linear_classifier
def explain_prediction_linear_classifier(clf, doc, vec=None, top=None, top_targets=None, target_names=None, targets...
python
def explain_prediction_linear_classifier(clf, doc, vec=None, top=None, top_targets=None, target_names=None, targets...
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Explain prediction of a linear classifier. See :func:`eli5.explain_prediction` for description of ``top``, ``top_targets``, ``target_names``, ``targets``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters. ``vec`` is a vectorizer instance used to transform raw features to the inp...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L140-L221
train
Explain prediction of a linear classifier.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
explain_prediction_linear_regressor
def explain_prediction_linear_regressor(reg, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None,...
python
def explain_prediction_linear_regressor(reg, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None,...
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Explain prediction of a linear regressor. See :func:`eli5.explain_prediction` for description of ``top``, ``top_targets``, ``target_names``, ``targets``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters. ``vec`` is a vectorizer instance used to transform raw features to the inpu...
[ "Explain", "prediction", "of", "a", "linear", "regressor", "." ]
371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L258-L331
train
Explain prediction of a linear regressor.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
explain_prediction_tree_classifier
def explain_prediction_tree_classifier( clf, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False): """ Explain prediction of a tree class...
python
def explain_prediction_tree_classifier( clf, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False): """ Explain prediction of a tree class...
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Explain prediction of a tree classifier. See :func:`eli5.explain_prediction` for description of ``top``, ``top_targets``, ``target_names``, ``targets``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters. ``vec`` is a vectorizer instance used to transform raw features to the input...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L363-L459
train
Explain prediction of a tree classifier.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
explain_prediction_tree_regressor
def explain_prediction_tree_regressor( reg, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False): """ Explain prediction of a tree regres...
python
def explain_prediction_tree_regressor( reg, doc, vec=None, top=None, top_targets=None, target_names=None, targets=None, feature_names=None, feature_re=None, feature_filter=None, vectorized=False): """ Explain prediction of a tree regres...
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Explain prediction of a tree regressor. See :func:`eli5.explain_prediction` for description of ``top``, ``top_targets``, ``target_names``, ``targets``, ``feature_names``, ``feature_re`` and ``feature_filter`` parameters. ``vec`` is a vectorizer instance used to transform raw features to the input ...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L466-L554
train
Explain prediction of a tree regressor.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
_trees_feature_weights
def _trees_feature_weights(clf, X, feature_names, num_targets): """ Return feature weights for a tree or a tree ensemble. """ feature_weights = np.zeros([len(feature_names), num_targets]) if hasattr(clf, 'tree_'): _update_tree_feature_weights(X, feature_names, clf, feature_weights) else: ...
python
def _trees_feature_weights(clf, X, feature_names, num_targets): """ Return feature weights for a tree or a tree ensemble. """ feature_weights = np.zeros([len(feature_names), num_targets]) if hasattr(clf, 'tree_'): _update_tree_feature_weights(X, feature_names, clf, feature_weights) else: ...
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Return feature weights for a tree or a tree ensemble.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L557-L582
train
Return feature weights for a tree or a tree ensemble.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
_update_tree_feature_weights
def _update_tree_feature_weights(X, feature_names, clf, feature_weights): """ Update tree feature weights using decision path method. """ tree_value = clf.tree_.value if tree_value.shape[1] == 1: squeeze_axis = 1 else: assert tree_value.shape[2] == 1 squeeze_axis = 2 tree...
python
def _update_tree_feature_weights(X, feature_names, clf, feature_weights): """ Update tree feature weights using decision path method. """ tree_value = clf.tree_.value if tree_value.shape[1] == 1: squeeze_axis = 1 else: assert tree_value.shape[2] == 1 squeeze_axis = 2 tree...
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Update tree feature weights using decision path method.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L585-L606
train
Update tree feature weights using decision path method.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
_multiply
def _multiply(X, coef): """ Multiple X by coef element-wise, preserving sparsity. """ if sp.issparse(X): return X.multiply(sp.csr_matrix(coef)) else: return np.multiply(X, coef)
python
def _multiply(X, coef): """ Multiple X by coef element-wise, preserving sparsity. """ if sp.issparse(X): return X.multiply(sp.csr_matrix(coef)) else: return np.multiply(X, coef)
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Multiple X by coef element-wise, preserving sparsity.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L610-L615
train
Multiplies X by coef element - wise preserving sparsity.
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TeamHG-Memex/eli5
eli5/sklearn/explain_prediction.py
_linear_weights
def _linear_weights(clf, x, top, flt_feature_names, flt_indices): """ Return top weights getter for label_id. """ def _weights(label_id, scale=1.0): coef = get_coef(clf, label_id) scores = _multiply(x, coef) return get_top_features_filtered(x, flt_feature_names, flt_indices, ...
python
def _linear_weights(clf, x, top, flt_feature_names, flt_indices): """ Return top weights getter for label_id. """ def _weights(label_id, scale=1.0): coef = get_coef(clf, label_id) scores = _multiply(x, coef) return get_top_features_filtered(x, flt_feature_names, flt_indices, ...
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Return top weights getter for label_id.
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/sklearn/explain_prediction.py#L618-L626
train
Return linear weights getter for label_id.
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TeamHG-Memex/eli5
eli5/base_utils.py
attrs
def attrs(class_): """ Like attr.s with slots=True, but with attributes extracted from __init__ method signature. slots=True ensures that signature matches what really happens (we can't define different attributes on self). It is useful if we still want __init__ for proper type-checking and do n...
python
def attrs(class_): """ Like attr.s with slots=True, but with attributes extracted from __init__ method signature. slots=True ensures that signature matches what really happens (we can't define different attributes on self). It is useful if we still want __init__ for proper type-checking and do n...
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Like attr.s with slots=True, but with attributes extracted from __init__ method signature. slots=True ensures that signature matches what really happens (we can't define different attributes on self). It is useful if we still want __init__ for proper type-checking and do not want to repeat attribute...
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371b402a0676295c05e582a2dd591f7af476b86b
https://github.com/TeamHG-Memex/eli5/blob/371b402a0676295c05e582a2dd591f7af476b86b/eli5/base_utils.py#L11-L36
train
Like attr. s but with slots = True and attributes extracted from the class s __init__ method signature.
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