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<?php |
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declare(strict_types=1); |
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namespace Level23\Druid\Concerns; |
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use Closure; |
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use InvalidArgumentException; |
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use Level23\Druid\Types\DataType; |
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use Level23\Druid\Dimensions\Dimension; |
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use Level23\Druid\Filters\FilterBuilder; |
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use Level23\Druid\Filters\FilterInterface; |
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use Level23\Druid\Aggregations\MaxAggregator; |
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use Level23\Druid\Aggregations\MinAggregator; |
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use Level23\Druid\Aggregations\SumAggregator; |
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use Level23\Druid\Aggregations\AnyAggregator; |
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use Level23\Druid\Aggregations\LastAggregator; |
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use Level23\Druid\Dimensions\DimensionBuilder; |
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use Level23\Druid\Aggregations\CountAggregator; |
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use Level23\Druid\Aggregations\FirstAggregator; |
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use Level23\Druid\Aggregations\FilteredAggregator; |
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use Level23\Druid\Collections\DimensionCollection; |
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use Level23\Druid\Aggregations\AggregatorInterface; |
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use Level23\Druid\Aggregations\JavascriptAggregator; |
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use Level23\Druid\Aggregations\HyperUniqueAggregator; |
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use Level23\Druid\Aggregations\CardinalityAggregator; |
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use Level23\Druid\Aggregations\DistinctCountAggregator; |
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trait HasAggregations |
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{ |
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/** |
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* @var \Level23\Druid\DruidClient |
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*/ |
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protected $client; |
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/** |
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* @var null|\Level23\Druid\Queries\QueryBuilder |
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*/ |
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protected $query; |
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/** |
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* @var array|\Level23\Druid\Aggregations\AggregatorInterface[] |
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*/ |
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protected $aggregations = []; |
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/** |
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* @return array|\Level23\Druid\Aggregations\AggregatorInterface[] |
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*/ |
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public function getAggregations(): array |
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{ |
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return $this->aggregations; |
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} |
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/** |
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* Sum the given metric |
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* |
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* @param string $metric |
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* @param string $as |
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* @param string $type |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply |
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* the "sum" function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function sum(string $metric, string $as = '', string $type = DataType::LONG, Closure $filterBuilder = null) |
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{ |
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$this->aggregations[] = $this->buildFilteredAggregation( |
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new SumAggregator($metric, $as, $type), |
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$filterBuilder |
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); |
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return $this; |
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} |
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/** |
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* Shorthand for summing long's |
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* |
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* @param string $metric |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply |
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* the "sum" function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function longSum(string $metric, string $as = '', Closure $filterBuilder = null) |
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{ |
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return $this->sum($metric, $as, DataType::LONG, $filterBuilder); |
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} |
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/** |
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* Shorthand for summing doubles |
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* |
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* @param string $metric |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply |
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* the "sum" function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function doubleSum(string $metric, string $as = '', Closure $filterBuilder = null) |
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{ |
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return $this->sum($metric, $as, DataType::DOUBLE, $filterBuilder); |
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} |
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/** |
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* Shorthand for summing floats |
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* |
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* @param string $metric |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply |
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* the "sum" function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function floatSum(string $metric, string $as = '', Closure $filterBuilder = null) |
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{ |
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return $this->sum($metric, $as, DataType::FLOAT, $filterBuilder); |
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} |
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/** |
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* Uses HyperLogLog to compute the estimated cardinality of a dimension that has been aggregated as a "hyperUnique" |
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* metric at indexing time. |
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* |
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* @see http://algo.inria.fr/flajolet/Publications/FlFuGaMe07.pdf |
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* |
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* @param string $metric |
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* @param string $as |
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* @param bool $round Only affects query-time behavior, and is ignored at ingestion-time. The |
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* HyperLogLog algorithm generates decimal estimates with some error. "round" can |
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* be set to true to round off estimated values to whole numbers. Note that even |
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* with rounding, the cardinality is still an estimate. |
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* @param bool $isInputHyperUnique Only affects ingestion-time behavior, and is ignored at query-time. Set to |
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* true to index pre-computed HLL (Base64 encoded output from druid-hll is |
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* expected). |
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* |
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* @return $this |
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*/ |
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public function hyperUnique(string $metric, string $as, bool $round = false, bool $isInputHyperUnique = false) |
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{ |
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$this->aggregations[] = new HyperUniqueAggregator( |
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$as, $metric, $isInputHyperUnique, $round |
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); |
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return $this; |
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} |
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/** |
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* Computes the cardinality of a set of Apache Druid (incubating) dimensions, using HyperLogLog to estimate the |
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* cardinality. Please note that this aggregator will be much slower than indexing a column with the hyperUnique |
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* aggregator. This aggregator also runs over a dimension column, which means the string dimension cannot be |
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* removed from the dataset to improve rollup. In general, we strongly recommend using the hyperUnique aggregator |
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* instead of the cardinality aggregator if you do not care about the individual values of a dimension. |
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* |
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* The HyperLogLog algorithm generates decimal estimates with some error. "round" can be set to true to round off |
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* estimated values to whole numbers. Note that even with rounding, the cardinality is still an estimate. The |
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* "round" field only affects query-time behavior, and is ignored at ingestion-time. |
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* |
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* When setting byRow to false (the default) it computes the cardinality of the set composed of the union of all |
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* dimension values for all the given dimensions. For a single dimension, this is equivalent to: |
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* ``` |
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* SELECT COUNT(DISTINCT(dimension)) FROM <datasource> |
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* ``` |
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* |
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* For multiple dimensions, this is equivalent to something akin to |
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* ``` |
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* SELECT COUNT(DISTINCT(value)) FROM ( |
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* SELECT dim_1 as value FROM <datasource> |
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* UNION |
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* SELECT dim_2 as value FROM <datasource> |
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* UNION |
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* SELECT dim_3 as value FROM <datasource> |
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* ) |
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* ``` |
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* |
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* When setting byRow to true it computes the cardinality by row, i.e. the cardinality of distinct dimension |
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* combinations. This is equivalent to something akin to |
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* |
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* ``` |
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* SELECT COUNT(*) FROM ( SELECT DIM1, DIM2, DIM3 FROM <datasource> GROUP BY DIM1, DIM2, DIM3 ) |
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* ``` |
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* |
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* @see https://druid.apache.org/docs/latest/querying/hll-old.html |
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* |
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* @param string $as The output name which is used for the result. |
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* @param \Closure|array $dimensionsOrDimensionBuilder An array with the dimensions which you want to calculate the |
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* cardinality over, or a closure which will receive a |
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* DimensionBuilder. You should build the dimensions which are |
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* used to calculate the cardinality over. |
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* @param bool $byRow For more details see method description. |
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* @param bool $round Only affects query-time behavior, and is ignored at |
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* ingestion-time. The HyperLogLog algorithm generates decimal |
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* estimates with some error. "round" can be set to true to |
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* round off estimated values to whole numbers. Note that even |
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* with rounding, the cardinality is still an estimate. |
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* |
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* @return $this |
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*/ |
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public function cardinality(string $as, $dimensionsOrDimensionBuilder, bool $byRow = false, bool $round = false) |
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{ |
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if ($dimensionsOrDimensionBuilder instanceof Closure) { |
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$builder = new DimensionBuilder(); |
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call_user_func($dimensionsOrDimensionBuilder, $builder); |
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$dimensions = $builder->getDimensions(); |
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} elseif (is_array($dimensionsOrDimensionBuilder)) { |
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$dimensions = []; |
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foreach ($dimensionsOrDimensionBuilder as $dimension) { |
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$dimensions[] = new Dimension($dimension); |
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} |
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} else { |
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throw new InvalidArgumentException('You should supply a Closure function or an array.'); |
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} |
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$this->aggregations[] = new CardinalityAggregator( |
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$as, |
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new DimensionCollection(...$dimensions), |
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$byRow, |
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$round |
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); |
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return $this; |
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} |
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/** |
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* When a closure is given, we will call the given function which is responsible for building a filter. |
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* We will then only apply the given aggregator for the records where the filter matches. |
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* |
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* @param \Level23\Druid\Aggregations\AggregatorInterface $aggregator |
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* @param \Closure|null $filterBuilder |
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* |
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* @return \Level23\Druid\Aggregations\AggregatorInterface |
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*/ |
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protected function buildFilteredAggregation( |
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AggregatorInterface $aggregator, |
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Closure $filterBuilder = null |
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): AggregatorInterface { |
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if (!$filterBuilder) { |
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return $aggregator; |
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} |
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$builder = new FilterBuilder($this->client, $this->query); |
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call_user_func($filterBuilder, $builder); |
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$filter = $builder->getFilter(); |
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if ($filter instanceof FilterInterface) { |
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return new FilteredAggregator($filter, $aggregator); |
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} |
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return $aggregator; |
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} |
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/** |
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* Count the number of results and put it in a dimension with the given name. |
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* |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only count the |
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* records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function count(string $as, Closure $filterBuilder = null) |
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{ |
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$this->aggregations[] = $this->buildFilteredAggregation( |
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new CountAggregator($as), |
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$filterBuilder |
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); |
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return $this; |
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} |
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/** |
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* Count the number of distinct values of a specific dimension. |
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* NOTE: The DataSketches Theta Sketch extension is required to run this aggregation. |
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* |
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* @param string $dimension |
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* @param string $as |
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* @param int $size Must be a power of 2. Internally, size refers to the maximum number of |
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* entries sketch object will retain. Higher size means higher accuracy but |
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* more space to store sketches. Note that after you index with a particular |
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* size, druid will persist sketch in segments and you will use size greater or |
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* equal to that at query time. See the DataSketches site for details. In |
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* general, We recommend just sticking to default size. |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only count the |
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* records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function distinctCount(string $dimension, string $as = '', $size = 16384, Closure $filterBuilder = null) |
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{ |
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$this->aggregations[] = $this->buildFilteredAggregation( |
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new DistinctCountAggregator($dimension, ($as ?: $dimension), $size), |
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$filterBuilder |
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); |
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return $this; |
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} |
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/** |
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* Get the minimum value for the given metric |
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* |
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* @param string $metric |
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* @param string $as |
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* @param string $type |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
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* min function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function min(string $metric, string $as = '', $type = DataType::LONG, Closure $filterBuilder = null) |
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{ |
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$this->aggregations[] = $this->buildFilteredAggregation( |
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new MinAggregator($metric, $as, $type), |
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$filterBuilder |
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); |
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return $this; |
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} |
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/** |
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* Get the minimum value for the given metric using long as type |
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* |
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* @param string $metric |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
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* min function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function longMin(string $metric, string $as = '', Closure $filterBuilder = null) |
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{ |
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return $this->min($metric, $as, DataType::LONG, $filterBuilder); |
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} |
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/** |
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* Get the minimum value for the given metric using double as type |
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* |
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* @param string $metric |
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* @param string $as |
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* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
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* min function to the records which match with the given filter. |
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* |
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* @return $this |
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*/ |
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public function doubleMin(string $metric, string $as = '', Closure $filterBuilder = null) |
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{ |
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return $this->min($metric, $as, DataType::DOUBLE, $filterBuilder); |
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} |
347
|
|
|
|
348
|
|
|
/** |
349
|
|
|
* Get the minimum value for the given metric using float as type |
350
|
|
|
* |
351
|
|
|
* @param string $metric |
352
|
|
|
* @param string $as |
353
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
354
|
|
|
* min function to the records which match with the given filter. |
355
|
|
|
* |
356
|
|
|
* @return $this |
357
|
|
|
*/ |
358
|
1 |
|
public function floatMin(string $metric, string $as = '', Closure $filterBuilder = null) |
359
|
|
|
{ |
360
|
1 |
|
return $this->min($metric, $as, DataType::FLOAT, $filterBuilder); |
361
|
|
|
} |
362
|
|
|
|
363
|
|
|
/** |
364
|
|
|
* Get the maximum value for the given metric |
365
|
|
|
* |
366
|
|
|
* @param string $metric |
367
|
|
|
* @param string $as |
368
|
|
|
* @param string $type |
369
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
370
|
|
|
* max function to the records which match with the given filter. |
371
|
|
|
* |
372
|
|
|
* @return $this |
373
|
|
|
*/ |
374
|
2 |
|
public function max(string $metric, string $as = '', $type = DataType::LONG, Closure $filterBuilder = null) |
375
|
|
|
{ |
376
|
2 |
|
$this->aggregations[] = $this->buildFilteredAggregation( |
377
|
2 |
|
new MaxAggregator($metric, $as, $type), |
378
|
|
|
$filterBuilder |
379
|
|
|
); |
380
|
|
|
|
381
|
2 |
|
return $this; |
382
|
|
|
} |
383
|
|
|
|
384
|
|
|
/** |
385
|
|
|
* Get the maximum value for the given metric using long as type |
386
|
|
|
* |
387
|
|
|
* @param string $metric |
388
|
|
|
* @param string $as |
389
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
390
|
|
|
* max function to the records which match with the given filter. |
391
|
|
|
* |
392
|
|
|
* @return $this |
393
|
|
|
*/ |
394
|
1 |
|
public function longMax(string $metric, string $as = '', Closure $filterBuilder = null) |
395
|
|
|
{ |
396
|
1 |
|
return $this->max($metric, $as, DataType::LONG, $filterBuilder); |
397
|
|
|
} |
398
|
|
|
|
399
|
|
|
/** |
400
|
|
|
* Get the maximum value for the given metric using float as type |
401
|
|
|
* |
402
|
|
|
* @param string $metric |
403
|
|
|
* @param string $as |
404
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
405
|
|
|
* max function to the records which match with the given filter. |
406
|
|
|
* |
407
|
|
|
* @return $this |
408
|
|
|
*/ |
409
|
1 |
|
public function floatMax(string $metric, string $as = '', Closure $filterBuilder = null) |
410
|
|
|
{ |
411
|
1 |
|
return $this->max($metric, $as, DataType::FLOAT, $filterBuilder); |
412
|
|
|
} |
413
|
|
|
|
414
|
|
|
/** |
415
|
|
|
* Get the maximum value for the given metric using double as type |
416
|
|
|
* |
417
|
|
|
* @param string $metric |
418
|
|
|
* @param string $as |
419
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
420
|
|
|
* max function to the records which match with the given filter. |
421
|
|
|
* |
422
|
|
|
* @return $this |
423
|
|
|
*/ |
424
|
1 |
|
public function doubleMax(string $metric, string $as = '', Closure $filterBuilder = null) |
425
|
|
|
{ |
426
|
1 |
|
return $this->max($metric, $as, DataType::DOUBLE, $filterBuilder); |
427
|
|
|
} |
428
|
|
|
|
429
|
|
|
/** |
430
|
|
|
* Get the any metric found based on the applied group-by filters. |
431
|
|
|
* Returns any value including null. This aggregator can simplify and |
432
|
|
|
* optimize the performance by returning the first encountered value (including null) |
433
|
|
|
* |
434
|
|
|
* ANY aggregator cannot be used in ingestion spec, and should only be specified as part of queries. |
435
|
|
|
* |
436
|
|
|
* @param string $metric |
437
|
|
|
* @param string $as |
438
|
|
|
* @param string $type |
439
|
|
|
* @param int|null $maxStringBytes For string types only. Optional, defaults to 1024. |
440
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
441
|
|
|
* "any" function to the records which match with the given filter. |
442
|
|
|
* |
443
|
|
|
* @return $this |
444
|
|
|
*/ |
445
|
2 |
|
public function any(string $metric, string $as = '', $type = DataType::LONG, int $maxStringBytes = null, Closure $filterBuilder = null) |
446
|
|
|
{ |
447
|
2 |
|
$this->aggregations[] = $this->buildFilteredAggregation( |
448
|
2 |
|
new AnyAggregator($metric, $as, $type, $maxStringBytes), |
449
|
|
|
$filterBuilder |
450
|
|
|
); |
451
|
|
|
|
452
|
2 |
|
return $this; |
453
|
|
|
} |
454
|
|
|
|
455
|
|
|
/** |
456
|
|
|
* Get the any metric found based on the applied group-by filters. |
457
|
|
|
* Returns any value including null. This aggregator can simplify and |
458
|
|
|
* optimize the performance by returning the first encountered value (including null) |
459
|
|
|
* |
460
|
|
|
* ANY aggregator cannot be used in ingestion spec, and should only be specified as part of queries. |
461
|
|
|
* |
462
|
|
|
* @param string $metric |
463
|
|
|
* @param string $as |
464
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
465
|
|
|
* "any" function to the records which match with the given filter. |
466
|
|
|
* |
467
|
|
|
* @return $this |
468
|
|
|
*/ |
469
|
1 |
|
public function doubleAny(string $metric, string $as = '', Closure $filterBuilder = null) |
470
|
|
|
{ |
471
|
1 |
|
return $this->any($metric, $as, DataType::DOUBLE, null, $filterBuilder); |
472
|
|
|
} |
473
|
|
|
|
474
|
|
|
/** |
475
|
|
|
* Get the any metric found based on the applied group-by filters. |
476
|
|
|
* Returns any value including null. This aggregator can simplify and |
477
|
|
|
* optimize the performance by returning the first encountered value (including null) |
478
|
|
|
* |
479
|
|
|
* ANY aggregator cannot be used in ingestion spec, and should only be specified as part of queries. |
480
|
|
|
* |
481
|
|
|
* @param string $metric |
482
|
|
|
* @param string $as |
483
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
484
|
|
|
* "any" function to the records which match with the given filter. |
485
|
|
|
* |
486
|
|
|
* @return $this |
487
|
|
|
*/ |
488
|
1 |
|
public function floatAny(string $metric, string $as = '', Closure $filterBuilder = null) |
489
|
|
|
{ |
490
|
1 |
|
return $this->any($metric, $as, DataType::FLOAT, null, $filterBuilder); |
491
|
|
|
} |
492
|
|
|
|
493
|
|
|
/** |
494
|
|
|
* Get the any metric found based on the applied group-by filters. |
495
|
|
|
* Returns any value including null. This aggregator can simplify and |
496
|
|
|
* optimize the performance by returning the first encountered value (including null) |
497
|
|
|
* |
498
|
|
|
* ANY aggregator cannot be used in ingestion spec, and should only be specified as part of queries. |
499
|
|
|
* |
500
|
|
|
* @param string $metric |
501
|
|
|
* @param string $as |
502
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
503
|
|
|
* "any" function to the records which match with the given filter. |
504
|
|
|
* |
505
|
|
|
* @return $this |
506
|
|
|
*/ |
507
|
1 |
|
public function longAny(string $metric, string $as = '', Closure $filterBuilder = null) |
508
|
|
|
{ |
509
|
1 |
|
return $this->any($metric, $as, DataType::LONG, null, $filterBuilder); |
510
|
|
|
} |
511
|
|
|
|
512
|
|
|
/** |
513
|
|
|
* Get the any metric found based on the applied group-by filters. |
514
|
|
|
* Returns any value including null. This aggregator can simplify and |
515
|
|
|
* optimize the performance by returning the first encountered value (including null) |
516
|
|
|
* |
517
|
|
|
* ANY aggregator cannot be used in ingestion spec, and should only be specified as part of queries. |
518
|
|
|
* |
519
|
|
|
* @param string $metric |
520
|
|
|
* @param string $as |
521
|
|
|
* @param int|null $maxStringBytes Optional, defaults to 1024 |
522
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
523
|
|
|
* "any" function to the records which match with the given filter. |
524
|
|
|
* |
525
|
|
|
* @return $this |
526
|
|
|
*/ |
527
|
1 |
|
public function stringAny(string $metric, string $as = '', int $maxStringBytes = null, Closure $filterBuilder = null) |
528
|
|
|
{ |
529
|
1 |
|
return $this->any($metric, $as, DataType::STRING, $maxStringBytes, $filterBuilder); |
530
|
|
|
} |
531
|
|
|
|
532
|
|
|
/** |
533
|
|
|
* Get the first metric found based on the applied group-by filters. |
534
|
|
|
* So if you group by the dimension "countries", you can get the first "metric" per country. |
535
|
|
|
* |
536
|
|
|
* NOTE: This is different from the Laravel ELOQUENT first() method! |
537
|
|
|
* |
538
|
|
|
* @param string $metric |
539
|
|
|
* @param string $as |
540
|
|
|
* @param string $type |
541
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
542
|
|
|
* "first" function to the records which match with the given filter. |
543
|
|
|
* |
544
|
|
|
* @return $this |
545
|
|
|
*/ |
546
|
3 |
|
public function first(string $metric, string $as = '', $type = DataType::LONG, Closure $filterBuilder = null) |
547
|
|
|
{ |
548
|
3 |
|
$this->aggregations[] = $this->buildFilteredAggregation( |
549
|
3 |
|
new FirstAggregator($metric, $as, $type), |
550
|
|
|
$filterBuilder |
551
|
|
|
); |
552
|
|
|
|
553
|
3 |
|
return $this; |
554
|
|
|
} |
555
|
|
|
|
556
|
|
|
/** |
557
|
|
|
* Get the first metric found based on the applied group-by filters. |
558
|
|
|
* So if you group by the dimension "countries", you can get the first "metric" per country. |
559
|
|
|
* |
560
|
|
|
* NOTE: This is different from the Laravel ELOQUENT first() method! |
561
|
|
|
* |
562
|
|
|
* @param string $metric |
563
|
|
|
* @param string $as |
564
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
565
|
|
|
* "first" function to the records which match with the given filter. |
566
|
|
|
* |
567
|
|
|
* @return $this |
568
|
|
|
*/ |
569
|
1 |
|
public function longFirst(string $metric, string $as = '', Closure $filterBuilder = null) |
570
|
|
|
{ |
571
|
1 |
|
return $this->first($metric, $as, DataType::LONG, $filterBuilder); |
572
|
|
|
} |
573
|
|
|
|
574
|
|
|
/** |
575
|
|
|
* Get the first metric found based on the applied group-by filters. |
576
|
|
|
* So if you group by the dimension "countries", you can get the first "metric" per country. |
577
|
|
|
* |
578
|
|
|
* NOTE: This is different from the Laravel ELOQUENT first() method! |
579
|
|
|
* |
580
|
|
|
* @param string $metric |
581
|
|
|
* @param string $as |
582
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
583
|
|
|
* "first" function to the records which match with the given filter. |
584
|
|
|
* |
585
|
|
|
* @return $this |
586
|
|
|
*/ |
587
|
1 |
|
public function floatFirst(string $metric, string $as = '', Closure $filterBuilder = null) |
588
|
|
|
{ |
589
|
1 |
|
return $this->first($metric, $as, DataType::FLOAT, $filterBuilder); |
590
|
|
|
} |
591
|
|
|
|
592
|
|
|
/** |
593
|
|
|
* Get the first metric found based on the applied group-by filters. |
594
|
|
|
* So if you group by the dimension "countries", you can get the first "metric" per country. |
595
|
|
|
* |
596
|
|
|
* NOTE: This is different from the Laravel ELOQUENT first() method! |
597
|
|
|
* |
598
|
|
|
* @param string $metric |
599
|
|
|
* @param string $as |
600
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
601
|
|
|
* "first" function to the records which match with the given filter. |
602
|
|
|
* |
603
|
|
|
* @return $this |
604
|
|
|
*/ |
605
|
1 |
|
public function doubleFirst(string $metric, string $as = '', Closure $filterBuilder = null) |
606
|
|
|
{ |
607
|
1 |
|
return $this->first($metric, $as, DataType::DOUBLE, $filterBuilder); |
608
|
|
|
} |
609
|
|
|
|
610
|
|
|
/** |
611
|
|
|
* Get the first metric found based on the applied group-by filters. |
612
|
|
|
* So if you group by the dimension "countries", you can get the first "metric" per country. |
613
|
|
|
* |
614
|
|
|
* NOTE: This is different from the Laravel ELOQUENT first() method! |
615
|
|
|
* |
616
|
|
|
* @param string $metric |
617
|
|
|
* @param string $as |
618
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
619
|
|
|
* "first" function to the records which match with the given filter. |
620
|
|
|
* |
621
|
|
|
* @return $this |
622
|
|
|
*/ |
623
|
1 |
|
public function stringFirst(string $metric, string $as = '', Closure $filterBuilder = null) |
624
|
|
|
{ |
625
|
1 |
|
return $this->first($metric, $as, DataType::STRING, $filterBuilder); |
626
|
|
|
} |
627
|
|
|
|
628
|
|
|
/** |
629
|
|
|
* Get the last metric found |
630
|
|
|
* |
631
|
|
|
* @param string $metric |
632
|
|
|
* @param string $as |
633
|
|
|
* @param string $type |
634
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
635
|
|
|
* "last" function to the records which match with the given filter. |
636
|
|
|
* |
637
|
|
|
* @return $this |
638
|
|
|
*/ |
639
|
2 |
|
public function last(string $metric, string $as = '', $type = DataType::LONG, Closure $filterBuilder = null) |
640
|
|
|
{ |
641
|
2 |
|
$this->aggregations[] = $this->buildFilteredAggregation( |
642
|
2 |
|
new LastAggregator($metric, $as, $type), |
643
|
|
|
$filterBuilder |
644
|
|
|
); |
645
|
|
|
|
646
|
2 |
|
return $this; |
647
|
|
|
} |
648
|
|
|
|
649
|
|
|
/** |
650
|
|
|
* Get the last metric found based on the applied group-by filters. |
651
|
|
|
* So if you group by the dimension "countries", you can get the last "metric" per country. |
652
|
|
|
* |
653
|
|
|
* NOTE: This is different then the ELOQUENT last() method! |
654
|
|
|
* |
655
|
|
|
* @param string $metric |
656
|
|
|
* @param string $as |
657
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
658
|
|
|
* "last" function to the records which match with the given filter. |
659
|
|
|
* |
660
|
|
|
* @return $this |
661
|
|
|
*/ |
662
|
1 |
|
public function longLast(string $metric, string $as = '', Closure $filterBuilder = null) |
663
|
|
|
{ |
664
|
1 |
|
return $this->last($metric, $as, DataType::LONG, $filterBuilder); |
665
|
|
|
} |
666
|
|
|
|
667
|
|
|
/** |
668
|
|
|
* Get the last metric found based on the applied group-by filters. |
669
|
|
|
* So if you group by the dimension "countries", you can get the last "metric" per country. |
670
|
|
|
* |
671
|
|
|
* NOTE: This is different then the ELOQUENT last() method! |
672
|
|
|
* |
673
|
|
|
* @param string $metric |
674
|
|
|
* @param string $as |
675
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
676
|
|
|
* "last" function to the records which match with the given filter. |
677
|
|
|
* |
678
|
|
|
* @return $this |
679
|
|
|
*/ |
680
|
1 |
|
public function floatLast(string $metric, string $as = '', Closure $filterBuilder = null) |
681
|
|
|
{ |
682
|
1 |
|
return $this->last($metric, $as, DataType::FLOAT, $filterBuilder); |
683
|
|
|
} |
684
|
|
|
|
685
|
|
|
/** |
686
|
|
|
* Get the last metric found based on the applied group-by filters. |
687
|
|
|
* So if you group by the dimension "countries", you can get the last "metric" per country. |
688
|
|
|
* |
689
|
|
|
* NOTE: This is different then the ELOQUENT last() method! |
690
|
|
|
* |
691
|
|
|
* @param string $metric |
692
|
|
|
* @param string $as |
693
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
694
|
|
|
* "last" function to the records which match with the given filter. |
695
|
|
|
* |
696
|
|
|
* @return $this |
697
|
|
|
*/ |
698
|
1 |
|
public function doubleLast(string $metric, string $as = '', Closure $filterBuilder = null) |
699
|
|
|
{ |
700
|
1 |
|
return $this->last($metric, $as, DataType::DOUBLE, $filterBuilder); |
701
|
|
|
} |
702
|
|
|
|
703
|
|
|
/** |
704
|
|
|
* Get the last metric found based on the applied group-by filters. |
705
|
|
|
* So if you group by the dimension "countries", you can get the last "metric" per country. |
706
|
|
|
* |
707
|
|
|
* NOTE: This is different then the ELOQUENT last() method! |
708
|
|
|
* |
709
|
|
|
* @param string $metric |
710
|
|
|
* @param string $as |
711
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
712
|
|
|
* "last" function to the records which match with the given filter. |
713
|
|
|
* |
714
|
|
|
* @return $this |
715
|
|
|
*/ |
716
|
1 |
|
public function stringLast(string $metric, string $as = '', Closure $filterBuilder = null) |
717
|
|
|
{ |
718
|
1 |
|
return $this->last($metric, $as, DataType::STRING, $filterBuilder); |
719
|
|
|
} |
720
|
|
|
|
721
|
|
|
/** |
722
|
|
|
* Computes an arbitrary JavaScript function over a set of columns (both metrics and dimensions are allowed). Your |
723
|
|
|
* JavaScript functions are expected to return floating-point values. |
724
|
|
|
* |
725
|
|
|
* Note: JavaScript-based functionality is disabled by default. Please refer to the Druid JavaScript programming |
726
|
|
|
* guide for guidelines about using Druid's JavaScript functionality, including instructions on how to enable it. |
727
|
|
|
* |
728
|
|
|
* @param string $as The output name as the result will be available |
729
|
|
|
* @param array $fieldNames The columns which will be given to the fnAggregate function. Both metrics |
730
|
|
|
* and dimensions are allowed. |
731
|
|
|
* @param string $fnAggregate A javascript function which does the aggregation. This function will receive |
732
|
|
|
* the "current" value as first parameter. The other parameters will be the |
733
|
|
|
* values of the columns as given in the $fieldNames parameter. |
734
|
|
|
* @param string $fnCombine A function which can combine two aggregation results. |
735
|
|
|
* @param string $fnReset A function which will reset a value. |
736
|
|
|
* @param \Closure|null $filterBuilder A closure which receives a FilterBuilder. When given, we will only apply the |
737
|
|
|
* javascript function to the records which match with the given filter. |
738
|
|
|
* |
739
|
|
|
* @return $this |
740
|
|
|
*/ |
741
|
1 |
|
public function javascript( |
742
|
|
|
string $as, |
743
|
|
|
array $fieldNames, |
744
|
|
|
string $fnAggregate, |
745
|
|
|
string $fnCombine, |
746
|
|
|
string $fnReset, |
747
|
|
|
Closure $filterBuilder = null |
748
|
|
|
) { |
749
|
1 |
|
$this->aggregations[] = $this->buildFilteredAggregation( |
750
|
1 |
|
new JavascriptAggregator($fieldNames, $as, $fnAggregate, $fnCombine, $fnReset), |
751
|
|
|
$filterBuilder |
752
|
|
|
); |
753
|
|
|
|
754
|
1 |
|
return $this; |
755
|
|
|
} |
756
|
|
|
} |