singleton.h

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#ifndef HISTOGRAMS_SINGLETON_INCLUDED
#define HISTOGRAMS_SINGLETON_INCLUDED
 
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/**
  @file sql/histograms/singleton.h
  Singleton histogram.
 
  This file defines the Singleton histogram. A Singleton histogram is a
  histogram where only a value and it's frequency is stored. It allows us to
  use less storage space, as well as estimating selectivity a bit more
  efficient.
 
  A singleton histogram converted to a JSON object, follows the following
  "schema":
 
  {
    // Last time the histogram was updated. As of now, this means "when the
    // histogram was created" (incremental updates are not supported). Date/time
    // is given in UTC.
    // -- J_DATETIME
    "last-updated": "2015-11-04 15:19:51.000000",
 
    // Histogram type. Always "singleton" for singleton histograms.
    // -- J_STRING
    "histogram-type": "singleton",
 
    // Fraction of NULL values. This is the total fraction of NULL values in the
    // original data set.
    // -- J_DOUBLE
    "null-values": 0.1,
 
    // Histogram buckets. May be an empty array, if for instance the source
    // only contains NULL values.
    // -- J_ARRAY
    "buckets":
    [
      [
        // Value
        // -- Data type depends on the source column.
        42,
 
        // Cumulative frequency
        // -- J_DOUBLE
        0.001978728666831561
      ]
    ]
  }
*/
 
#include <stddef.h>
#include <string>  // std::string
 
#include "my_inttypes.h"
#include "mysql_time.h"
#include "sql/histograms/histogram.h"  // Histogram, Histogram_comparator,
#include "sql/histograms/value_map_type.h"
#include "sql/mem_root_allocator.h"
#include "sql/mem_root_array.h"
#include "sql/my_decimal.h"
#include "sql_string.h"
 
class Json_array;
class Json_object;
struct MEM_ROOT;
 
namespace histograms {
 
/**
  Singleton histogram.
 
  Singleton histograms do not have a public constructor, but are instead created
  through the factory method Singleton<T>::create() and returned by pointer.
  This is done to ensure that we can return nullptr in case memory allocations
  carried out during construction fail.
 
  Likewise, the Singleton class does not have a public copy constructor, but
  instead implements a clone() method that returns nullptr in case of failure.
*/
struct Histogram_comparator;
template <class T>
class Value_map;
 
template <class T>
struct SingletonBucket {
  T value;
  double cumulative_frequency;
  SingletonBucket(T value, double cumulative_frequency)
      : value(value), cumulative_frequency(cumulative_frequency) {}
};
 
template <class T>
class Singleton : public Histogram {
 public:
  /**
    Singleton histogram factory method.
 
    Attempts to allocate and initialize a singleton histogram on the supplied
    mem_root. This will not build the histogram, but only set its properties.
    If the attempt to allocate the histogram fails or if an error occurs during
    construction we return nullptr.
 
    @param mem_root the mem_root where the histogram contents will be allocated
    @param db_name  name of the database this histogram represents
    @param tbl_name name of the table this histogram represents
    @param col_name name of the column this histogram represents
    @param data_type the type of data that this histogram contains
 
    @return A pointer to a Singleton histogram on success. Returns nullptr on
    error.
  */
  static Singleton<T> *create(MEM_ROOT *mem_root, const std::string &db_name,
                              const std::string &tbl_name,
                              const std::string &col_name,
                              Value_map_type data_type);
 
  /**
    Make a clone of this histogram on a MEM_ROOT.
 
    @param mem_root the MEM_ROOT to allocate the new histogram contents on.
 
    @return a copy of the histogram allocated on the provided MEM_ROOT.
  */
  Histogram *clone(MEM_ROOT *mem_root) const override;
 
  Singleton(const Singleton<T> &other) = delete;
 
  /**
    Build the Singleton histogram.
 
    @param   value_map   values to create the histogram for
    @param   num_buckets the number of buckets specified/requested by the user
 
    @return  true on error, false otherwise
  */
  bool build_histogram(const Value_map<T> &value_map, size_t num_buckets);
 
  /**
    Convert this histogram to a JSON object.
 
    This function will take the contents of the current histogram and put
    it in the output parameter "json_object".
 
    @param[in,out] json_object output where the histogram is to be stored. The
                   caller is responsible for allocating/deallocating the JSON
                   object
 
    @return        true on error, false otherwise
  */
  bool histogram_to_json(Json_object *json_object) const override;
 
  /**
    @return number of values/buckets in this histogram
  */
  size_t get_num_buckets() const override { return m_buckets.size(); }
 
  /**
    Get the estimated number of distinct non-NULL values.
    @return number of distinct non-NULL values
 
    TODO(christiani): If the histogram is based on sampling, then this estimate
    is potentially off by a factor 1/sampling_rate. It should be adjusted to an
    actual estimate if we are going to use it.
  */
  size_t get_num_distinct_values() const override { return get_num_buckets(); }
 
  /**
    Returns the histogram type as a readable string.
 
    @return a readable string representation of the histogram type
  */
  std::string histogram_type_to_str() const override;
 
  /**
    Find the number of values equal to 'value'.
 
    This function will estimate the number of values that is equal to the
    provided value.
 
    @param value The value to estimate the selectivity for.
 
    @return the selectivity between 0.0 and 1.0 inclusive.
  */
  double get_equal_to_selectivity(const T &value) const;
 
  /**
    Find the number of values less than 'value'.
 
    This function will estimate the number of values that is less than the
    provided value.
 
    @param value The value to estimate the selectivity for.
 
    @return the selectivity between 0.0 and 1.0 inclusive.
  */
  double get_less_than_selectivity(const T &value) const;
 
  /**
    Find the number of values greater than 'value'.
 
    This function will estimate the number of values that is greater than the
    provided value.
 
    @param value The value to estimate the selectivity for.
 
    @return the selectivity between 0.0 and 1.0 inclusive.
  */
  double get_greater_than_selectivity(const T &value) const;
 
 protected:
  /**
    Populate this histogram with contents from a JSON object.
 
    @param json_object  a JSON object that represents an Singleton histogram
    @param context      error context for validation
 
    @return true on error, false otherwise.
   */
  bool json_to_histogram(const Json_object &json_object,
                         Error_context *context) override;
 
 private:
  /// String representation of the histogram type SINGLETON.
  static constexpr const char *singleton_str() { return "singleton"; }
 
  /**
    Singleton constructor.
 
    This will not build the histogram, but only set its properties.
 
    @param mem_root  the mem_root where the histogram contents will be allocated
    @param db_name   name of the database this histogram represents
    @param tbl_name  name of the table this histogram represents
    @param col_name  name of the column this histogram represents
    @param data_type the type of data that this histogram contains
    @param[out] error is set to true if an error occurs
  */
  Singleton(MEM_ROOT *mem_root, const std::string &db_name,
            const std::string &tbl_name, const std::string &col_name,
            Value_map_type data_type, bool *error);
 
  /**
    Singleton copy-constructor
 
    This will take a copy of the histogram and all of its contents on the
    provided MEM_ROOT.
 
    @param mem_root   the MEM_ROOT to allocate the new histogram on.
    @param other      the histogram to take a copy of
    @param[out] error is set to true if an error occurs
  */
  Singleton(MEM_ROOT *mem_root, const Singleton<T> &other, bool *error);
 
  /**
    Add value to a JSON bucket
 
    This function adds the value to the supplied JSON array.
 
    @param      value       the value to add
    @param[out] json_bucket a JSON array where the bucket data is to be stored
 
    @return     true on error, false otherwise
  */
  static bool add_value_json_bucket(const T &value, Json_array *json_bucket);
 
  /**
    Convert one bucket to a JSON object.
 
    @param      bucket      the histogram bucket to convert
    @param[out] json_bucket a JSON array where the bucket data is to be stored
 
    @return     true on error, false otherwise
  */
  static bool create_json_bucket(const SingletonBucket<T> &bucket,
                                 Json_array *json_bucket);
 
  /// The buckets for this histogram [value, cumulative frequency].
  Mem_root_array<SingletonBucket<T>> m_buckets;
};
 
}  // namespace histograms
 
#endif