U ccvn@sbddlmZdZdZdZdZdZdZdZd Z d Z d Z d Z d Z dZdZdZdZdZGdddZdS)) DataErrorTS.ADDzTS.ALTERz TS.CREATERULEz TS.CREATEz TS.DECRBYz TS.DELETERULEzTS.DELzTS.GETz TS.INCRBYzTS.INFOzTS.MADDzTS.MGETz TS.MRANGEz TS.MREVRANGEz TS.QUERYINDEXzTS.RANGEz TS.REVRANGEc @sPeZdZdZddZddZddZdd Zd d Zd d Z ddZ ddZ ddZ ddZ dEddZdFddZddZdGdd ZdHd!d"Zd#d$ZdId%d&Zd'd(Zd)d*Zed+d,ZedJd-d.Zed/d0Zed1d2Zed3d4Zed5d6Zed7d8Zed9d:Zed;d<Z ed=d>Z!ed?d@Z"edAdBZ#edCdDZ$dS)KTimeSeriesCommandszRedisTimeSeries Commands.c Ks|dd}|dd}|di}|dd}|dd}|g}|||||||||||t|||||jtf|S)af Create a new time-series. Args: key: time-series key retention_msecs: Maximum age for samples compared to last event time (in milliseconds). If None or 0 is passed then the series is not trimmed at all. uncompressed: Since RedisTimeSeries v1.2, both timestamps and values are compressed by default. Adding this flag will keep data in an uncompressed form. Compression not only saves memory but usually improve performance due to lower number of memory accesses. labels: Set of label-value pairs that represent metadata labels of the key. chunk_size: Each time-serie uses chunks of memory of fixed size for time series samples. You can alter the default TSDB chunk size by passing the chunk_size argument (in Bytes). duplicate_policy: Since RedisTimeSeries v1.4 you can specify the duplicate sample policy ( Configure what to do on duplicate sample. ) Can be one of: - 'block': an error will occur for any out of order sample. - 'first': ignore the new value. - 'last': override with latest value. - 'min': only override if the value is lower than the existing value. - 'max': only override if the value is higher than the existing value. When this is not set, the server-wide default will be used. For more information: https://oss.redis.com/redistimeseries/commands/#tscreate retention_msecsN uncompressedFlabels chunk_sizeduplicate_policy)get_append_retention_append_uncompressed_append_chunk_size_append_duplicate_policy CREATE_CMD_append_labelsexecute_command) selfkeykwargsrrrrr paramsr\/var/www/html/project/venv/lib/python3.8/site-packages/redis/commands/timeseries/commands.pycreates&         zTimeSeriesCommands.createcKs`|dd}|di}|dd}|g}|||||t|||||jtf|S)z Update the retention, labels of an existing key. For more information see The parameters are the same as TS.CREATE. For more information: https://oss.redis.com/redistimeseries/commands/#tsalter rNrr )r r r ALTER_CMDrr)rrrrrr rrrralterMs     zTimeSeriesCommands.alterc Ks|dd}|dd}|di}|dd}|dd} |||g} || ||| ||| ||| t| || ||jtf| S)a! Append (or create and append) a new sample to the series. For more information see Args: key: time-series key timestamp: Timestamp of the sample. * can be used for automatic timestamp (using the system clock). value: Numeric data value of the sample retention_msecs: Maximum age for samples compared to last event time (in milliseconds). If None or 0 is passed then the series is not trimmed at all. uncompressed: Since RedisTimeSeries v1.2, both timestamps and values are compressed by default. Adding this flag will keep data in an uncompressed form. Compression not only saves memory but usually improve performance due to lower number of memory accesses. labels: Set of label-value pairs that represent metadata labels of the key. chunk_size: Each time-serie uses chunks of memory of fixed size for time series samples. You can alter the default TSDB chunk size by passing the chunk_size argument (in Bytes). duplicate_policy: Since RedisTimeSeries v1.4 you can specify the duplicate sample policy (Configure what to do on duplicate sample). Can be one of: - 'block': an error will occur for any out of order sample. - 'first': ignore the new value. - 'last': override with latest value. - 'min': only override if the value is lower than the existing value. - 'max': only override if the value is higher than the existing value. When this is not set, the server-wide default will be used. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsadd rNrFrrr )r r r r rADD_CMDrr) rr timestampvaluerrrrrr rrrradd`s&          zTimeSeriesCommands.addcCs2g}|D]}|D]}||qq|jtf|S)aH Append (or create and append) a new `value` to series `key` with `timestamp`. Expects a list of `tuples` as (`key`,`timestamp`, `value`). Return value is an array with timestamps of insertions. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsmadd )appendrMADD_CMD)rZ ktv_tuplesrZktvitemrrrmadds zTimeSeriesCommands.maddc Ks|dd}|dd}|dd}|di}|dd}||g} || ||| ||| ||| ||| ||jtf| S)aN Increment (or create an time-series and increment) the latest sample's of a series. This command can be used as a counter or gauge that automatically gets history as a time series. Args: key: time-series key value: Numeric data value of the sample timestamp: Timestamp of the sample. None can be used for automatic timestamp (using the system clock). retention_msecs: Maximum age for samples compared to last event time (in milliseconds). If None or 0 is passed then the series is not trimmed at all. uncompressed: Since RedisTimeSeries v1.2, both timestamps and values are compressed by default. Adding this flag will keep data in an uncompressed form. Compression not only saves memory but usually improve performance due to lower number of memory accesses. labels: Set of label-value pairs that represent metadata labels of the key. chunk_size: Each time-series uses chunks of memory of fixed size for time series samples. You can alter the default TSDB chunk size by passing the chunk_size argument (in Bytes). For more information: https://oss.redis.com/redistimeseries/master/commands/#tsincrbytsdecrby rNrrFrr)r _append_timestampr r r rr INCRBY_CMD rrrrrrrrrrrrrincrbys          zTimeSeriesCommands.incrbyc Ks|dd}|dd}|dd}|di}|dd}||g} || ||| ||| ||| ||| ||jtf| S)a~ Decrement (or create an time-series and decrement) the latest sample's of a series. This command can be used as a counter or gauge that automatically gets history as a time series. Args: key: time-series key value: Numeric data value of the sample timestamp: Timestamp of the sample. None can be used for automatic timestamp (using the system clock). retention_msecs: Maximum age for samples compared to last event time (in milliseconds). If None or 0 is passed then the series is not trimmed at all. uncompressed: Since RedisTimeSeries v1.2, both timestamps and values are compressed by default. Adding this flag will keep data in an uncompressed form. Compression not only saves memory but usually improve performance due to lower number of memory accesses. labels: Set of label-value pairs that represent metadata labels of the key. chunk_size: Each time-series uses chunks of memory of fixed size for time series samples. You can alter the default TSDB chunk size by passing the chunk_size argument (in Bytes). For more information: https://oss.redis.com/redistimeseries/master/commands/#tsincrbytsdecrby rNrrFrr)r r#r r r rr DECRBY_CMDr%rrrdecrbys"          zTimeSeriesCommands.decrbycCs|t|||S)ao Delete data points for a given timeseries and interval range in the form of start and end delete timestamps. The given timestamp interval is closed (inclusive), meaning start and end data points will also be deleted. Return the count for deleted items. For more information see Args: key: time-series key. from_time: Start timestamp for the range deletion. to_time: End timestamp for the range deletion. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsdel )rDEL_CMD)rr from_timeto_timerrrdeleteszTimeSeriesCommands.deletecCs&||g}|||||jtf|S)a Create a compaction rule from values added to `source_key` into `dest_key`. Aggregating for `bucket_size_msec` where an `aggregation_type` can be [`avg`, `sum`, `min`, `max`, `range`, `count`, `first`, `last`, `std.p`, `std.s`, `var.p`, `var.s`] For more information: https://oss.redis.com/redistimeseries/master/commands/#tscreaterule )_append_aggregationrCREATERULE_CMD)r source_keydest_keyaggregation_typebucket_size_msecrrrr createrules zTimeSeriesCommands.createrulecCs|t||S)z Delete a compaction rule. For more information see For more information: https://oss.redis.com/redistimeseries/master/commands/#tsdeleterule )rDELETERULE_CMD)rr/r0rrr deleterule$szTimeSeriesCommands.deleterulec CsN|||g} || ||| || || ||| | || ||| S)z*Create TS.RANGE and TS.REVRANGE arguments.)_append_filer_by_ts_append_filer_by_value _append_count _append_alignr- rrr*r+countr1r2 filter_by_tsfilter_by_min_valuefilter_by_max_valuealignrrrrZ__range_params-s    z!TimeSeriesCommands.__range_paramsNrc Cs,|||||||||| | } |jtf| S)a Query a range in forward direction for a specific time-serie. Args: key: Key name for timeseries. from_time: Start timestamp for the range query. - can be used to express the minimum possible timestamp (0). to_time: End timestamp for range query, + can be used to express the maximum possible timestamp. count: Optional maximum number of returned results. aggregation_type: Optional aggregation type. Can be one of [`avg`, `sum`, `min`, `max`, `range`, `count`, `first`, `last`, `std.p`, `std.s`, `var.p`, `var.s`] bucket_size_msec: Time bucket for aggregation in milliseconds. filter_by_ts: List of timestamps to filter the result by specific timestamps. filter_by_min_value: Filter result by minimum value (must mention also filter by_max_value). filter_by_max_value: Filter result by maximum value (must mention also filter by_min_value). align: Timestamp for alignment control for aggregation. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsrangetsrevrange )!_TimeSeriesCommands__range_paramsr RANGE_CMDr:rrrrangeDs/ zTimeSeriesCommands.rangec Cs,|||||||||| | } |jtf| S)a* Query a range in reverse direction for a specific time-series. **Note**: This command is only available since RedisTimeSeries >= v1.4 Args: key: Key name for timeseries. from_time: Start timestamp for the range query. - can be used to express the minimum possible timestamp (0). to_time: End timestamp for range query, + can be used to express the maximum possible timestamp. count: Optional maximum number of returned results. aggregation_type: Optional aggregation type. Can be one of [`avg`, `sum`, `min`, `max`, `range`, `count`, `first`, `last`, `std.p`, `std.s`, `var.p`, `var.s`] bucket_size_msec: Time bucket for aggregation in milliseconds. filter_by_ts: List of timestamps to filter the result by specific timestamps. filter_by_min_value: Filter result by minimum value (must mention also filter_by_max_value). filter_by_max_value: Filter result by maximum value (must mention also filter_by_min_value). align: Timestamp for alignment control for aggregation. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsrangetsrevrange )r@r REVRANGE_CMDr:rrrrevranges, zTimeSeriesCommands.revrangecCs|||g}|||||| | |||||||||||||| |dg||7}||| | |S)z,Create TS.MRANGE and TS.MREVRANGE arguments.FILTER)r6r7r8r9r-_append_with_labelsextend_append_groupby_reduce)rr1r2r;filtersr*r+ with_labelsr<r=r>groupbyreduce select_labelsr?rrrrZ__mrange_paramss    z"TimeSeriesCommands.__mrange_paramsFcCs4|||||||||| | | | | |}|jtf|S)a Query a range across multiple time-series by filters in forward direction. Args: from_time: Start timestamp for the range query. `-` can be used to express the minimum possible timestamp (0). to_time: End timestamp for range query, `+` can be used to express the maximum possible timestamp. filters: filter to match the time-series labels. count: Optional maximum number of returned results. aggregation_type: Optional aggregation type. Can be one of [`avg`, `sum`, `min`, `max`, `range`, `count`, `first`, `last`, `std.p`, `std.s`, `var.p`, `var.s`] bucket_size_msec: Time bucket for aggregation in milliseconds. with_labels: Include in the reply the label-value pairs that represent metadata labels of the time-series. If this argument is not set, by default, an empty Array will be replied on the labels array position. filter_by_ts: List of timestamps to filter the result by specific timestamps. filter_by_min_value: Filter result by minimum value (must mention also filter_by_max_value). filter_by_max_value: Filter result by maximum value (must mention also filter_by_min_value). groupby: Grouping by fields the results (must mention also reduce). reduce: Applying reducer functions on each group. Can be one of [`sum`, `min`, `max`]. select_labels: Include in the reply only a subset of the key-value pair labels of a series. align: Timestamp for alignment control for aggregation. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsmrangetsmrevrange )"_TimeSeriesCommands__mrange_paramsr MRANGE_CMDrr*r+rIr;r1r2rJr<r=r>rKrLrMr?rrrrmranges"@zTimeSeriesCommands.mrangecCs4|||||||||| | | | | |}|jtf|S)a Query a range across multiple time-series by filters in reverse direction. Args: from_time: Start timestamp for the range query. - can be used to express the minimum possible timestamp (0). to_time: End timestamp for range query, + can be used to express the maximum possible timestamp. filters: Filter to match the time-series labels. count: Optional maximum number of returned results. aggregation_type: Optional aggregation type. Can be one of [`avg`, `sum`, `min`, `max`, `range`, `count`, `first`, `last`, `std.p`, `std.s`, `var.p`, `var.s`] bucket_size_msec: Time bucket for aggregation in milliseconds. with_labels: Include in the reply the label-value pairs that represent metadata labels of the time-series. If this argument is not set, by default, an empty Array will be replied on the labels array position. filter_by_ts: List of timestamps to filter the result by specific timestamps. filter_by_min_value: Filter result by minimum value (must mention also filter by_max_value). filter_by_max_value: Filter result by maximum value (must mention also filter by_min_value). groupby: Grouping by fields the results (must mention also reduce). reduce: Applying reducer functions on each group. Can be one of [`sum`, `min`, `max`]. select_labels: Include in the reply only a subset of the key-value pair labels of a series. align: Timestamp for alignment control for aggregation. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsmrangetsmrevrange )rNr MREVRANGE_CMDrPrrr mrevrange,s"BzTimeSeriesCommands.mrevrangecCs |t|S)z# noqa Get the last sample of `key`. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsget )rGET_CMDrrrrrr szTimeSeriesCommands.getcCs4g}||||dg||7}|jtf|S)z# noqa Get the last samples matching the specific `filter`. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsmget rE)rFrGrMGET_CMD)rrIrJrrrrmgets   zTimeSeriesCommands.mgetcCs |t|S)z# noqa Get information of `key`. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsinfo )rINFO_CMDrUrrrinfoszTimeSeriesCommands.infocCs|jtf|S)z# noqa Get all the keys matching the `filter` list. For more information: https://oss.redis.com/redistimeseries/master/commands/#tsqueryindex )rQUERYINDEX_CMD)rrIrrr queryindexszTimeSeriesCommands.queryindexcCs|r|dgdS)z"Append UNCOMPRESSED tag to params.Z UNCOMPRESSEDNrG)rrrrrr sz'TimeSeriesCommands._append_uncompressedcCs6|r|rtd|r |dg|r2|d|dS)z!Append labels behavior to params.z:with_labels and select_labels cannot be provided together.Z WITHLABELSSELECTED_LABELSN)r])rrG)rrJrMrrrrFs z&TimeSeriesCommands._append_with_labelscCs*|dk r&|dk r&|d|d|gdS)z)Append GROUPBY REDUCE property to params.NZGROUPBYREDUCE)rGupper)rrKrLrrrrHsz)TimeSeriesCommands._append_groupby_reducecCs|dk r|d|gdS)z$Append RETENTION property to params.NZ RETENTIONr\)rZ retentionrrrr sz$TimeSeriesCommands._append_retentioncCs2|r.|d|D]\}}|||gqdS)z!Append LABELS property to params.ZLABELSN)ritemsrG)rrkvrrrrs z!TimeSeriesCommands._append_labelscCs|dk r|d|gdS)z Append COUNT property to params.NZCOUNTr\)rr;rrrr8sz TimeSeriesCommands._append_countcCs|dk r|d|gdS)z$Append TIMESTAMP property to params.N TIMESTAMPr\)rrrrrr#sz$TimeSeriesCommands._append_timestampcCs|dk r|d|gdS)z Append ALIGN property to params.NZALIGNr\)rr?rrrr9sz TimeSeriesCommands._append_aligncCs$|dk r |d|||gdS)z&Append AGGREGATION property to params.NZ AGGREGATION)rrG)rr1r2rrrr-s z&TimeSeriesCommands._append_aggregationcCs|dk r|d|gdS)z%Append CHUNK_SIZE property to params.NZ CHUNK_SIZEr\)rrrrrr sz%TimeSeriesCommands._append_chunk_sizecCs2|dk r.|dkr |d|gn|d|gdS)z^Append DUPLICATE_POLICY property to params on CREATE and ON_DUPLICATE on ADD. NrZ ON_DUPLICATEZDUPLICATE_POLICYr\)rcommandr rrrrsz+TimeSeriesCommands._append_duplicate_policycCs|dk r|d|dS)z'Append FILTER_BY_TS property to params.N FILTER_BY_TS)rer\)rZts_listrrrr6sz&TimeSeriesCommands._append_filer_by_tscCs$|dk r |dk r |d||gdS)z*Append FILTER_BY_VALUE property to params.NZFILTER_BY_VALUEr\)rZ min_valueZ max_valuerrrr7sz)TimeSeriesCommands._append_filer_by_value)NNrNNNN)NNrNNNN) NNrFNNNNNNN) NNrFNNNNNNN)F)N)%__name__ __module__ __qualname____doc__rrrr"r&r(r,r3r5r@rBrDrNrQrSr rWrYr[ staticmethodr rFrHr rr8r#r9r-r rr6r7rrrrrs44,0  B :# X U             rN)Zredis.exceptionsrrrr.rr'r4r)rTr$rXr rVrOrRrZrArCrrrrrs$