This class implements the interval encoding of Chan and Ioannidis. More...
#include <ibin.h>
Public Member Functions | |
virtual long | append (const char *dt, const char *df, uint32_t nnew) |
Create index for the data in df and append the result to the index in dt. | |
long | append (const ibis::mesa &tail) |
virtual void | binBoundaries (std::vector< double > &) const |
The function binBoundaries and binWeights return bin boundaries and counts of each bin respectively. More... | |
virtual void | binWeights (std::vector< uint32_t > &) const |
virtual void | estimate (const ibis::qContinuousRange &expr, ibis::bitvector &lower, ibis::bitvector &upper) const |
Provide an estimation based on the current index. More... | |
virtual uint32_t | estimate (const ibis::qContinuousRange &expr) const |
Compute an upper bound on the number of hits. | |
virtual long | evaluate (const ibis::qContinuousRange &expr, ibis::bitvector &hits) const |
To evaluate the exact hits. More... | |
virtual long | evaluate (const ibis::qDiscreteRange &expr, ibis::bitvector &hits) const |
To evaluate the exact hits. More... | |
virtual double | getSum () const |
Compute the approximate value of the sum from the binned index. | |
mesa (const ibis::column *c=0, const char *f=0) | |
Constructor. Generate index from the base data. | |
mesa (const ibis::column *c, ibis::fileManager::storage *st, size_t offset=8) | |
Constructor. More... | |
mesa (const ibis::bin &rhs) | |
Constructor. More... | |
virtual const char * | name () const |
Returns the name of the index, similar to the function type , but returns a string instead. More... | |
virtual uint32_t | numBins () const |
virtual void | print (std::ostream &out) const |
Prints human readable information. More... | |
virtual long | select (const ibis::qContinuousRange &, void *) const |
Select the rows that satisfy the range condition. More... | |
virtual long | select (const ibis::qContinuousRange &, void *, ibis::bitvector &) const |
Select the rows that satisfy the range condition. More... | |
virtual void | speedTest (std::ostream &out) const |
Time some logical operations and print out their speed. | |
virtual INDEX_TYPE | type () const |
Returns an index type identifier. | |
virtual float | undecidable (const ibis::qContinuousRange &expr, ibis::bitvector &iffy) const |
Mark the position of the rows that can not be decided with this index. More... | |
virtual int | write (const char *dt) const |
Write the content of the index the specified location. More... | |
Public Member Functions inherited from ibis::bin | |
long | append (const ibis::bin &tail) |
Append the tail to this index. | |
long | append (const array_t< uint32_t > &ind) |
Append a list of integers representing bin numbers. | |
bin (const ibis::bin &rhs) | |
Copy constructor. It performs a deep copy. | |
bin (const ibis::column *c=0, const char *f=0) | |
Constructor. Construct a bitmap index from current data. | |
bin (const ibis::column *c, ibis::fileManager::storage *st, size_t offset=8) | |
bin (const ibis::column *c, const char *f, const array_t< double > &bd) | |
Constructor. Construct an index with the given bin boundaries. | |
bin (const ibis::column *c, const char *f, const std::vector< double > &bd) | |
Constructor. Construct an index with the given bin boundaries. | |
bin (const ibis::column *c, uint32_t nb, double *keys, int64_t *offs) | |
Reconstruct an object from keys and offsets. | |
bin (const ibis::column *c, uint32_t nb, double *keys, int64_t *offs, uint32_t *bms) | |
Reconstruct an object from keys and offsets. | |
bin (const ibis::column *c, uint32_t nb, double *keys, int64_t *offs, void *bms, FastBitReadBitmaps rd) | |
Reconstruct an object from keys and offsets. | |
long | checkBin (const ibis::qRange &cmp, uint32_t jbin, ibis::bitvector &res) const |
Candidate check using the binned values. More... | |
long | checkBin (const ibis::qRange &cmp, uint32_t jbin, const ibis::bitvector &mask, ibis::bitvector &res) const |
Candidate check using the binned values. More... | |
void | construct (const char *) |
Construct a binned bitmap index. More... | |
template<typename E > | |
void | construct (const array_t< E > &varr) |
Construction function for in-memory data. More... | |
virtual int | contractRange (ibis::qContinuousRange &rng) const |
virtual index * | dup () const |
Duplicate the content of an index object. | |
virtual void | estimate (const ibis::deprecatedJoin &expr, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
Estimate the hits for symmetric joins. More... | |
virtual void | estimate (const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
virtual void | estimate (const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
Evaluating a join condition with one (likely composite) index. | |
virtual int64_t | estimate (const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2) const |
virtual void | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
Estimate the number of hits for nonsymmetric joins. | |
virtual void | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
virtual void | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
virtual int64_t | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr) const |
virtual int64_t | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask) const |
virtual int64_t | estimate (const ibis::bin &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2) const |
virtual double | estimateCost (const ibis::qContinuousRange &expr) const |
Estimate the cost of evaluating a range condition. | |
virtual double | estimateCost (const ibis::qDiscreteRange &expr) const |
Estimate the cost of evaluating a range condition. | |
virtual int | expandRange (ibis::qContinuousRange &rng) const |
The functions expandRange and contractRange expands or contracts the boundaries of a range condition so that the new range will have exact answers using the function estimate. More... | |
virtual long | getCumulativeDistribution (std::vector< double > &bds, std::vector< uint32_t > &cts) const |
Compute the cumulative distribution from the binned index. | |
virtual long | getDistribution (std::vector< double > &bbs, std::vector< uint32_t > &cts) const |
Compute a histogram from the binned index. | |
virtual double | getMax () const |
Compute the actual maximum value from the binned index. | |
virtual double | getMin () const |
Compute the actual minimum value from the binned index. | |
array_t< uint32_t > * | indices (const ibis::bitvector &mask) const |
virtual void | locate (const ibis::qContinuousRange &expr, uint32_t &cand0, uint32_t &cand1) const |
Find the outer boundaries of the range expression. More... | |
virtual void | locate (const ibis::qContinuousRange &expr, uint32_t &cand0, uint32_t &cand1, uint32_t &hit0, uint32_t &hit1) const |
Find the bins related to the range expression. More... | |
virtual int | read (const char *idxfile) |
Read from a file named f. | |
virtual int | read (ibis::fileManager::storage *st) |
Read from a reference counted piece of memory. | |
int | read (int fdes, size_t offset, const char *fname, const char *header) |
Read an ibis::bin embedded inside a file. More... | |
virtual void | serialSizes (uint64_t &, uint64_t &, uint64_t &) const |
Compute the size of arrays that would be generated by the serializatioin function (write). More... | |
virtual int | write (ibis::array_t< double > &, ibis::array_t< int64_t > &, ibis::array_t< uint32_t > &) const |
Save index to three arrays. Serialize the index in memory. | |
Public Member Functions inherited from ibis::index | |
void | addBins (uint32_t ib, uint32_t ie, ibis::bitvector &res) const |
Add the sum of bits [ib] through bits [ie-1] to res . More... | |
void | addBins (uint32_t ib, uint32_t ie, ibis::bitvector &res, const ibis::bitvector &tot) const |
Compute the sum of bit vectors [ib , ie ). More... | |
bool | empty () const |
The index object is considered empty if there is no bitmap or getNRows returns 0. More... | |
virtual void | estimate (const ibis::qDiscreteRange &expr, ibis::bitvector &lower, ibis::bitvector &upper) const |
Estimate the hits for discrete ranges, i.e., those translated from 'a IN (x, y, ..)'. More... | |
virtual uint32_t | estimate (const ibis::qDiscreteRange &expr) const |
virtual void | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
Estimate the pairs for the range join operator. | |
virtual void | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
Estimate the pairs for the range join operator. More... | |
virtual void | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2, ibis::bitvector64 &lower, ibis::bitvector64 &upper) const |
virtual int64_t | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr) const |
Estimate an upper bound for the number of pairs. | |
virtual int64_t | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask) const |
Estimate an upper bound for the number of pairs produced from marked records. More... | |
virtual int64_t | estimate (const ibis::index &idx2, const ibis::deprecatedJoin &expr, const ibis::bitvector &mask, const ibis::qRange *const range1, const ibis::qRange *const range2) const |
virtual const ibis::bitvector * | getBitvector (uint32_t i) const |
Return a pointer to the ith bitvector used in the index (may be 0). | |
uint32_t | getNRows () const |
Return the number of rows represented by this object. | |
virtual uint32_t | numBitvectors () const |
Returns the number of bit vectors used by the index. | |
float | sizeInBytes () const |
Estiamte the size of this index object measured in bytes. More... | |
void | sumBins (uint32_t ib, uint32_t ie, ibis::bitvector &res) const |
Sum up bits[ib:ie-1] and place the result in res. More... | |
void | sumBins (uint32_t ib, uint32_t ie, ibis::bitvector &res, uint32_t ib0, uint32_t ie0) const |
Compute a new sum for bit vectors [ib, ie) by taking advantage of the old sum for bitvectors [ib0, ie0). More... | |
void | sumBins (uint32_t ib, uint32_t ie, ibis::bitvector &res, uint32_t *buf) const |
Sum up bits[ib:ie-1] and place the result in res. More... | |
void | sumBins (const ibis::array_t< uint32_t > &, ibis::bitvector &) const |
Sum up the bits in in the specified bins. | |
virtual float | undecidable (const ibis::qDiscreteRange &expr, ibis::bitvector &iffy) const |
virtual | ~index () |
The destructor. | |
Protected Member Functions | |
virtual double | computeSum () const |
Compute the sum of values from the information in the index. More... | |
void | construct (const char *) |
Construct a new index. More... | |
virtual size_t | getSerialSize () const throw () |
Estimate the size of serialized version of the index. More... | |
Protected Member Functions inherited from ibis::bin | |
void | addBounds (double lbd, double rbd, uint32_t nbins, uint32_t eqw) |
The function used by setBoudaries() to actually generate the bounds. | |
virtual void | adjustLength (uint32_t nrows) |
Fill the bitmaps to the specified size. More... | |
bin (const ibis::column *c, const uint32_t nbits, ibis::fileManager::storage *st, size_t offset=8) | |
!< The minimal values in each bin. More... | |
void | binning (const char *f, const std::vector< double > &bd) |
Generate bins according to the specified boundaries. More... | |
void | binning (const char *f, const array_t< double > &bd) |
void | binning (const char *f) |
Read the data file and partition the values into bins according to the specified bin boundary. More... | |
template<typename E > | |
void | binning (const array_t< E > &varr) |
template<typename E > | |
void | binning (const array_t< E > &varr, const array_t< double > &bd) |
template<typename E > | |
void | binningT (const char *fname) |
Read the data file, partition the values, and write out the bin ordered data with .bin suffix. More... | |
long | binOrder (const char *fname) const |
Write bin-ordered values. | |
template<typename E > | |
long | binOrderT (const char *fname) const |
Write bin-ordered values. | |
template<typename E > | |
long | checkBin0 (const ibis::qRange &cmp, uint32_t jbin, ibis::bitvector &res) const |
template<typename E > | |
long | checkBin1 (const ibis::qRange &cmp, uint32_t jbin, const ibis::bitvector &mask, ibis::bitvector &res) const |
virtual void | clear () |
Clear the existing content. More... | |
void | convertGranules (granuleMap &gmap) |
Convert the granule map into binned index. More... | |
void | divideBitmaps (const array_t< bitvector * > &bms, std::vector< unsigned > &parts) const |
Partition the bitmaps into groups of takes about the same amount of storage. More... | |
virtual uint32_t | locate (const double &val) const |
Find the bin containing val. More... | |
template<typename E > | |
void | mapGranules (const array_t< E > &, granuleMap &gmap) const |
template<typename T > | |
long | mergeValues (const ibis::qContinuousRange &, ibis::array_t< T > &) const |
Extract values only. More... | |
template<typename T > | |
long | mergeValues (const ibis::qContinuousRange &, ibis::array_t< T > &, ibis::bitvector &) const |
Extract values and record the positions. More... | |
void | printGranules (std::ostream &out, const granuleMap &gmap) const |
void | readBinBoundaries (const char *name, uint32_t nb) |
Read a file containing a list of floating-point numbers. More... | |
template<typename E > | |
void | scanAndPartition (const array_t< E > &, unsigned) |
void | scanAndPartition (const char *, unsigned, uint32_t nbins=0) |
Partition the range based on the (approximate) histogram of the data. More... | |
void | setBoundaries (const char *f) |
Set bin boundaries. More... | |
void | setBoundaries (array_t< double > &bnds, const ibis::bin &bin0) const |
void | setBoundaries (array_t< double > &bnds, const ibis::bin &idx1, const array_t< uint32_t > cnt1, const array_t< uint32_t > cnt0) const |
template<typename E > | |
void | setBoundaries (const array_t< E > &varr) |
void | swap (bin &rhs) |
Swap the content of the index. | |
int | write32 (int fptr) const |
Write the content to a file already open. | |
int | write64 (int fptr) const |
write the content to a file already open. | |
Protected Member Functions inherited from ibis::index | |
virtual void | activate () const |
Regenerate all bitvectors from the underlying storage. More... | |
virtual void | activate (uint32_t i) const |
Regenerate the ith bitvector from the underlying storage. | |
virtual void | activate (uint32_t i, uint32_t j) const |
Regenerate bitvectors i (inclusive) through j (exclusive) from the underlying storage. More... | |
void | computeMinMax (const char *f, double &min, double &max) const |
void | dataFileName (std::string &name, const char *f=0) const |
Generate data file name from "f". More... | |
index (const ibis::column *c=0) | |
Default constructor. More... | |
index (const ibis::column *c, ibis::fileManager::storage *s) | |
Constructor with a storage object. More... | |
index (const index &) | |
Copy constructor. | |
void | indexFileName (std::string &name, const char *f=0) const |
Generates index file name from "f". More... | |
void | initBitmaps (int fdes) |
Prepare the bitmaps using the given file descriptor. More... | |
void | initBitmaps (ibis::fileManager::storage *st) |
Prepare bitmaps from the given storage object. More... | |
void | initBitmaps (uint32_t *st) |
Prepare bitmaps from the given raw pointer. More... | |
void | initBitmaps (void *ctx, FastBitReadBitmaps rd) |
Prepare bitmaps from the user provided function pointer and context. More... | |
int | initOffsets (int64_t *, size_t) |
Initialize the offsets from the given data array. More... | |
int | initOffsets (int fdes, const char offsize, size_t start, uint32_t nobs) |
Read in the offset array. More... | |
int | initOffsets (ibis::fileManager::storage *st, size_t start, uint32_t nobs) |
Regenerate the offsets array from the given storage object. More... | |
void | mapValues (const char *f, VMap &bmap) const |
Map the positions of each individual value. More... | |
void | mapValues (const char *f, histogram &hist, uint32_t count=0) const |
Generate a histogram. More... | |
index & | operator= (const index &) |
Assignment operator. | |
void | optionalUnpack (array_t< ibis::bitvector * > &bits, const char *opt) |
A function to decide whether to uncompress the bitvectors. More... | |
Additional Inherited Members | |
Public Types inherited from ibis::bin | |
typedef std::map< double, granule * > | granuleMap |
Public Types inherited from ibis::index | |
typedef std::map< double, uint32_t > | histogram |
enum | INDEX_TYPE { BINNING =0, RANGE, MESA, AMBIT, PALE, PACK, ZONE, RELIC, ROSTER, SKIVE, FADE, SBIAD, SAPID, EGALE, MOINS, ENTRE, BAK, BAK2, KEYWORDS, MESH, BAND, DIREKTE, GENERIC, BYLT, FUZZ, ZONA, FUGE, SLICE, EXTERN } |
The integer values of this enum type are used in the index files to differentiate the indexes. More... | |
typedef std::map< double, ibis::bitvector * > | VMap |
Static Public Member Functions inherited from ibis::bin | |
static uint32_t | parseNbins (const ibis::column &) |
Parse the index specs to determine eqw and nbins. More... | |
static unsigned | parsePrec (const ibis::column &) |
Parse the index spec to extract precision. | |
static unsigned | parseScale (const ibis::column &) |
Parse the specification about scaling. More... | |
static unsigned | parseScale (const char *) |
Static Public Member Functions inherited from ibis::index | |
static void | addBits (const array_t< bitvector * > &bits, uint32_t ib, uint32_t ie, ibis::bitvector &res) |
Add the pile [ib:ie-1] to res . More... | |
static index * | create (const column *c, const char *name=0, const char *spec=0, int inEntirety=0) |
Index factory. More... | |
static void | divideCounts (array_t< uint32_t > &bounds, const array_t< uint32_t > &cnt) |
Determine how to split the array cnt , so that each group has roughly the same total value. More... | |
static bool | isIndex (const char *f, INDEX_TYPE t) |
Is the named file an index file? Read the header of the named file to determine if it contains an index of the specified type. More... | |
template<typename E > | |
static void | mapValues (const array_t< E > &val, VMap &bmap) |
template<typename E > | |
static void | mapValues (const array_t< E > &val, histogram &hist, uint32_t count=0) |
template<typename E > | |
static void | mapValues (const array_t< E > &val, array_t< E > &bounds, std::vector< uint32_t > &cnts) |
template<typename E1 , typename E2 > | |
static void | mapValues (const array_t< E1 > &val1, const array_t< E2 > &val2, array_t< E1 > &bnd1, array_t< E2 > &bnd2, std::vector< uint32_t > &cnts) |
Compute a two-dimensional histogram. More... | |
static void | printHeader (std::ostream &, const char *) |
static void | setBases (array_t< uint32_t > &bases, uint32_t card, uint32_t nbase=2) |
Fill the array bases with the values that cover the range [0, card). More... | |
static void | sumBits (const array_t< bitvector * > &bits, uint32_t ib, uint32_t ie, ibis::bitvector &res) |
Sum up pile [ib:ie-1] and place the result in res . More... | |
static void | sumBits (const array_t< bitvector * > &bits, const ibis::bitvector &tot, uint32_t ib, uint32_t ie, ibis::bitvector &res) |
Sum up pile [ib:ie-1] and add the result to res . More... | |
Static Protected Member Functions inherited from ibis::index | |
static void | indexFileName (std::string &name, const ibis::column *col1, const ibis::column *col2, const char *f=0) |
Generate the index file name for the composite index fromed on two columns. More... | |
Protected Attributes inherited from ibis::bin | |
array_t< double > | bounds |
!< Number of bitvectors. | |
array_t< double > | maxval |
!< The nominal boundaries. | |
array_t< double > | minval |
!< The maximal values in each bin. | |
uint32_t | nobs |
Protected Attributes inherited from ibis::index | |
array_t< ibis::bitvector * > | bits |
A list of bitvectors. | |
bitmapReader * | breader |
The functor to read serialized bitmaps from a more complex source. | |
const ibis::column * | col |
Pointer to the column this index is for. | |
const char * | fname |
The name of the file containing the index. | |
uint32_t | nrows |
The number of rows represented by the index. More... | |
array_t< int32_t > | offset32 |
Starting positions of the bitvectors. | |
array_t< int64_t > | offset64 |
Starting positions of the bitvectors. More... | |
ibis::fileManager::storage * | str |
The underlying storage. More... | |
This class implements the interval encoding of Chan and Ioannidis.
ibis::mesa::mesa | ( | const ibis::column * | c, |
ibis::fileManager::storage * | st, | ||
size_t | start = 8 |
||
) |
Constructor.
Reconstruct an index from a storage object. The layout of data members are the same as ibis::bin. The difference is that the last half of the bit vectors are always empty.
References ibis::index::col, ibis::part::name(), ibis::column::name(), ibis::index::nrows, and print().
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explicit |
Constructor.
Construct an interval encoded index from an equality encoded index.
References ibis::index::bits, ibis::bin::bounds, ibis::util::clear(), ibis::index::col, ibis::bitvector::copy(), ibis::bin::maxval, ibis::bin::minval, and ibis::index::nrows.
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virtual |
The function binBoundaries and binWeights return bin boundaries and counts of each bin respectively.
Reimplemented from ibis::bin.
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protectedvirtual |
Compute the sum of values from the information in the index.
Compute the approximate sum of all values using the binned index.
Reimplemented from ibis::bin.
References ibis::bitvector::cnt().
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protected |
Construct a new index.
Constructor an new index from data file in the specified location.
This function first construct equality bins then convert to the interval encoding.
References ibis::util::clear(), ibis::bin::construct(), and ibis::array_t< T >::resize().
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virtual |
Provide an estimation based on the current index.
Set bits in lower are hits for certain, set bits in upper are candidates. Set bits in (upper - lower) should be checked to verifies which ones are actually hits. If the bitvector upper contain less bits than bitvector lower, the content of upper is assumed to be the same as lower.
Reimplemented from ibis::bin.
References ibis::bitvector::clear(), ibis::bitvector::copy(), ibis::bitvector::set(), and ibis::bitvector::size().
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virtual |
To evaluate the exact hits.
On success, return the number of hits, otherwise a negative value is returned.
Reimplemented from ibis::bin.
References ibis::bitvector::cnt(), ibis::bitvector::copy(), ibis::bitvector::set(), and ibis::bitvector::size().
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inlinevirtual |
To evaluate the exact hits.
On success, return the number of hits, otherwise a negative value is returned.
Reimplemented from ibis::bin.
References ibis::index::evaluate().
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protectedvirtual |
Estimate the size of serialized version of the index.
The estimation assumes the bitmap offsets are stored in 8-byte offsets. The size is measured in bytes.
Reimplemented from ibis::bin.
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inlinevirtual |
Returns the name of the index, similar to the function type
, but returns a string instead.
Reimplemented from ibis::bin.
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virtual |
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inlinevirtual |
Select the rows that satisfy the range condition.
Output the values in vals. The values are in unspecified order to reduce the amount of processing needed in this function – this follows the spirit of SQL standard.
Reimplemented from ibis::bin.
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inlinevirtual |
Select the rows that satisfy the range condition.
Output the rows in the bit vector hits and the corresponding values in vals.
Reimplemented from ibis::bin.
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virtual |
Mark the position of the rows that can not be decided with this index.
expr | the range conditions to be evaluated. |
iffy | the bitvector marking the positions of rows that can not be decided using the index. Return value is the expected fraction of undecided rows that might satisfy the range conditions. |
Reimplemented from ibis::bin.
References ibis::bitvector::cnt(), ibis::qContinuousRange::leftBound(), ibis::qContinuousRange::rightBound(), ibis::bitvector::set(), and ibis::bitvector::size().
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virtual |
Write the content of the index the specified location.
The argument dt can be either a directory name or a file name. The actual file name to use for exporting the index is determined by the function indexFileName. The layout of the member variables is the same as with ibis::bin.
Reimplemented from ibis::bin.
References ibis::fileManager::flushFile(), ibis::fileManager::instance(), ibis::util::flock::isLocked(), ibis::index::MESA, UnixOpen, ibis::bin::write32(), and ibis::bin::write64().