core libMVL functions and structures More...

#include <stdio.h>
#include <math.h>

Include dependency graph for libMVL.h:

This graph shows which files directly or indirectly include this file:

Classes
struct	LIBMVL_PREAMBLE
	This structure is written at the beginning of MVL file. It contains the signature identifying MVL format, and a means to check the endiannes of the MVL file. More...

struct	LIBMVL_POSTAMBLE
	This structure is written last to close MVL file. It contains an offset to MVL directory that can be used to retrieve offsets to LIBMVL_VECTOR structures stored in MVL file. More...

struct	LIBMVL_VECTOR_HEADER
	This structure describes the header of MVL vector. It is basically LIBMVL_VECTOR without the actual data. More...

struct	LIBMVL_VECTOR
	LIBMVL_VECTOR is the basic unit of information storage. More...

struct	LIBMVL_NAMED_LIST
	This structure describes a named list - an array of LIBMVL_OFFSET64 entries each with a character name or tag. More...

struct	LIBMVL_CONTEXT
	This structure describes MVL context - a collection of system data associated with a single MVL file. More...

struct	HASH_MAP
	This structure is used for constructing associative maps and also for describing index groupings. More...

struct	LIBMVL_PARTITION
	List of offsets partitioning the vector. First element is always 0, last element is vector size. More...

struct	LIBMVL_EXTENT_LIST
	List of extents - ranges of consequentive indices. Similar to partition, but they do not have to follow each other. More...

struct	LIBMVL_EXTENT_INDEX
	An index into a table-like set of vectors with equal number of elements. More...

struct	LIBMVL_VEC_STATS
	Vector statistics. More...

Macros
#define	LIBMVL_VECTOR_UINT8 1

#define	LIBMVL_VECTOR_INT32 2

#define	LIBMVL_VECTOR_INT64 3

#define	LIBMVL_VECTOR_FLOAT 4

#define	LIBMVL_VECTOR_DOUBLE 5

#define	LIBMVL_VECTOR_OFFSET64 100

#define	LIBMVL_VECTOR_CSTRING 101

#define	LIBMVL_PACKED_LIST64 102

#define	LIBMVL_NO_METADATA 0
	Use this constant to specify that no metadata should be written.

#define	LIBMVL_NULL_OFFSET 0
	Null offsets into memory mapped data are always invalid because that is where preamble is This is usually used to indicate that the offset does not point to valid data.

#define	MVL_WVEC(ctx, type, ...) mvl_write_vector_inline(ctx, type, MVL_NUMARGS(__VA_ARGS__), 0, __VA_ARGS__)

#define	mvl_vector_type(data) (((LIBMVL_VECTOR_HEADER *)(data))->type)
	Return type of data from a pointer to LIBMVL_VECTOR.

#define	mvl_vector_length(data) (((LIBMVL_VECTOR_HEADER *)(data))->length)
	Return number of elements from a pointer to LIBMVL_VECTOR.

#define	mvl_vector_data(data) ((((LIBMVL_VECTOR *)(data))->u))
	Return base data from a pointer to LIBMVL_VECTOR. More...

#define	mvl_vector_data_uint8(data) ((unsigned char )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_data_int32(data) ((int )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_data_int64(data) ((long long int )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_data_float(data) ((float )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_data_double(data) ((double )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_data_offset(data) ((LIBMVL_OFFSET64 )(((const char ) data)+sizeof(LIBMVL_VECTOR_HEADER)))

#define	mvl_vector_metadata_offset(data) ((((LIBMVL_VECTOR_HEADER *)(data))->metadata))
	Return offset to metadata of given LIBMVL_VECTOR.

#define	MVL_NA_STRING "\000\000NA"
	It is convenient to be able to mark strings as missing value, similar to NaN for floating point type. In MVL this is done with the special string of length 4 consisting of two NUL characters followed by letters "NA". More...

#define	LIBMVL_SORT_LEXICOGRAPHIC 1 /* Ascending */

#define	LIBMVL_SORT_LEXICOGRAPHIC_DESC 2 /* Descending */

#define	MVL_SEED_HASH_VALUE 0xabcdef

#define	LIBMVL_ACCUMULATE_HASH 0
	Flags passed to mvl_hash_indices() and mvl_hash_range() More...

#define	LIBMVL_INIT_HASH 1

#define	LIBMVL_FINALIZE_HASH 2

#define	LIBMVL_COMPLETE_HASH (LIBMVL_INIT_HASH \| LIBMVL_FINALIZE_HASH)

#define	MVL_FLAG_OWN_HASH (1<<0)
	Flags describing HASH_MAP state. More...

#define	MVL_FLAG_OWN_HASH_MAP (1<<1)

#define	MVL_FLAG_OWN_FIRST (1<<2)

#define	MVL_FLAG_OWN_NEXT (1<<3)

#define	MVL_EXTENT_INDEX 1
	Index types. More...

Typedefs
typedef unsigned long long	LIBMVL_OFFSET64
	MVL unsigned 64-bit type used for describing offsets into loaded data.

Functions
static int	mvl_element_size (int type)
	Return the element size in bytes for a particular MVL type. More...

LIBMVL_CONTEXT *	mvl_create_context (void)
	Create MVL context. More...

void	mvl_free_context (LIBMVL_CONTEXT *ctx)
	Release memory associated with MVL context. More...

const char *	mvl_strerror (LIBMVL_CONTEXT *ctx)
	Obtain description of error code. More...

LIBMVL_OFFSET64	mvl_write_vector (LIBMVL_CONTEXT ctx, int type, LIBMVL_OFFSET64 length, const void data, LIBMVL_OFFSET64 metadata)
	Write complete MVL vector. More...

LIBMVL_OFFSET64	mvl_start_write_vector (LIBMVL_CONTEXT ctx, int type, LIBMVL_OFFSET64 expected_length, LIBMVL_OFFSET64 length, const void data, LIBMVL_OFFSET64 metadata)
	Begin write of MVL vector. This is only needed if the vector has to be written in parts, such as due to memory constraints. More...

void	mvl_rewrite_vector (LIBMVL_CONTEXT ctx, int type, LIBMVL_OFFSET64 base_offset, LIBMVL_OFFSET64 idx, long length, const void data)
	Write more data to MVL vector that has been previously created with mvl_start_write_vector() More...

LIBMVL_OFFSET64	mvl_write_concat_vectors (LIBMVL_CONTEXT ctx, int type, long nvec, const long lengths, void **data, LIBMVL_OFFSET64 metadata)
	Write complete MVL vector concatenating data from many vectors or arrays. More...

LIBMVL_OFFSET64	mvl_indexed_copy_vector (LIBMVL_CONTEXT ctx, LIBMVL_OFFSET64 index_count, const LIBMVL_OFFSET64 indices, const LIBMVL_VECTOR vec, const void data, LIBMVL_OFFSET64 data_length, LIBMVL_OFFSET64 metadata, LIBMVL_OFFSET64 max_buffer)
	Write MVL vector that contains data at specific indices. The indices can repeat, and can themselves be stored in memory mapped MVL file. More...

LIBMVL_OFFSET64	mvl_write_string (LIBMVL_CONTEXT ctx, long length, const char data, LIBMVL_OFFSET64 metadata)
	Write a single C string. In particular, this is handy for providing metadata tags. More...

LIBMVL_OFFSET64	mvl_write_cached_string (LIBMVL_CONTEXT ctx, long length, const char data)
	Write a single C string if it has not been written before, otherwise return offset to previously written object. In particular, this is handy for providing metadata tags. More...

LIBMVL_OFFSET64	mvl_write_packed_list (LIBMVL_CONTEXT ctx, long count, const long str_size, unsigned char **str, LIBMVL_OFFSET64 metadata)
	Write an array of strings as a packed list data type. This is convenient for storing a lot of different strings. More...

void	mvl_add_directory_entry (LIBMVL_CONTEXT ctx, LIBMVL_OFFSET64 offset, const char tag)
	Add an entry to the top level directory of MVL file. More...

void	mvl_add_directory_entry_n (LIBMVL_CONTEXT ctx, LIBMVL_OFFSET64 offset, const char tag, LIBMVL_OFFSET64 tag_size)
	Add entry to the top level directory of MVL file. More...

LIBMVL_OFFSET64	mvl_write_directory (LIBMVL_CONTEXT *ctx)
	Write out MVL file directory with entries collected so far. If this is called multiple times only the latest written directory is retrieved when MVL file is opened. It is an error to write out an empty directory. More...

LIBMVL_NAMED_LIST *	mvl_create_named_list (int size)
	Allocate and initialize structure for LIBMVL_NAMED_LIST. More...

void	mvl_free_named_list (LIBMVL_NAMED_LIST *L)
	Free structure for LIBMVL_NAMED_LIST. More...

void	mvl_recompute_named_list_hash (LIBMVL_NAMED_LIST *L)
	Recompute named list hash. More...

long	mvl_add_list_entry (LIBMVL_NAMED_LIST L, long tag_length, const char tag, LIBMVL_OFFSET64 offset)
	Add entry to LIBMVL_NAMED_LIST. The entry is always appended to the end. More...

LIBMVL_OFFSET64	mvl_find_list_entry (LIBMVL_NAMED_LIST L, long tag_length, const char tag)
	Find existing entry inside LIBMVL_NAMED_LIST. If several identically named entries exist this function returns last written value. Hash table is used if present. More...

LIBMVL_OFFSET64	mvl_write_attributes_list (LIBMVL_CONTEXT ctx, LIBMVL_NAMED_LIST L)
	Write out R-style attribute list. More...

LIBMVL_NAMED_LIST *	mvl_read_attributes_list (LIBMVL_CONTEXT ctx, const void data, LIBMVL_OFFSET64 data_size, LIBMVL_OFFSET64 metadata_offset)
	Read back MVL attributes list, typically used to described metadata. This function also initialize hash table for fast access. This function does not check that the offsets stored in returned LIBMVL_NAMED_LIST data structure are valid, this should be done by the code that uses those offsets. More...

LIBMVL_NAMED_LIST *	mvl_create_R_attributes_list (LIBMVL_CONTEXT ctx, const char R_class)
	Create R-style attribute list for class given by R_class, which could be, for example, "data.frame". More...

LIBMVL_OFFSET64	mvl_get_character_class_offset (LIBMVL_CONTEXT *ctx)
	Get offset to metadata describing R-style character class - an array of strings. This is convenient for writing columns of strings to be analyzed with R - just provide this offset as the metadata field of mvl_write_packed_list() More...

LIBMVL_OFFSET64	mvl_write_named_list (LIBMVL_CONTEXT ctx, LIBMVL_NAMED_LIST L)
	Write out named list. In R, this would be read back as list. More...

LIBMVL_OFFSET64	mvl_write_named_list2 (LIBMVL_CONTEXT ctx, LIBMVL_NAMED_LIST L, char *cl)
	Write out named list. In R, this would be read back as list with class attribute set to "cl". More...

LIBMVL_OFFSET64	mvl_write_named_list_as_data_frame (LIBMVL_CONTEXT ctx, LIBMVL_NAMED_LIST L, int nrows, LIBMVL_OFFSET64 rownames)
	Write out named list in the style of R data frames. It is assumed that all entries of L are vectors with the same number of elements. More...

LIBMVL_NAMED_LIST *	mvl_read_named_list (LIBMVL_CONTEXT ctx, const void data, LIBMVL_OFFSET64 data_size, LIBMVL_OFFSET64 offset)
	Read back MVL named list. This function also initialize hash table for fast access. More...

void	mvl_open (LIBMVL_CONTEXT ctx, FILE f)
	Prepare context for writing to file f. More...

void	mvl_close (LIBMVL_CONTEXT *ctx)
	Write out MVL file directory and postable and close file. More...

static LIBMVL_OFFSET64	mvl_vector_nentries (void *vec)
	Return number of entries in the vector. Currently this is the same as mvl_vector_length() for all types except LIBMVL_PACKED_LIST64. More...

static int	mvl_validate_vector (LIBMVL_OFFSET64 offset, const void *data, LIBMVL_OFFSET64 data_size)
	This function returns 0 if the offset into data points to a valid vector, or a negative error code otherwise. More...

static LIBMVL_VECTOR *	mvl_vector_from_offset (void *data, LIBMVL_OFFSET64 offset)
	A convenience function to convert an offset into memory mapped data into a pointer to LIBMVL_VECTOR structure. More...

static LIBMVL_VECTOR *	mvl_validated_vector_from_offset (void *data, LIBMVL_OFFSET64 data_size, LIBMVL_OFFSET64 offset)
	A convenience function to convert an offset into memory mapped data into a pointer to LIBMVL_VECTOR structure. More...

static double	mvl_as_double (const LIBMVL_VECTOR *vec, long idx)
	Return idx vector entry as a double. More...

static double	mvl_as_double_default (const LIBMVL_VECTOR *vec, long idx, double def)
	Return idx vector entry as a double, with default for missing values. More...

static LIBMVL_OFFSET64	mvl_as_offset (const LIBMVL_VECTOR *vec, long idx)
	Return idx vector entry as an offset. More...

static double	mvl_named_list_get_double (LIBMVL_NAMED_LIST L, const void data, long tag_length, const char *tag, long idx)
	Find an entry in a named list and return its idx value as a double. More...

static double	mvl_named_list_get_double_default (LIBMVL_NAMED_LIST L, const void data, long tag_length, const char *tag, long idx, double def)
	Find an entry in a named list and return its idx value a double. More...

static LIBMVL_OFFSET64	mvl_named_list_get_offset (LIBMVL_NAMED_LIST L, const void data, long tag_length, const char *tag, long idx)
	Find an entry in a named list and return its idx value as an offset. More...

static int	mvl_packed_list_is_na (const LIBMVL_VECTOR vec, const void data, LIBMVL_OFFSET64 idx)
	Check whether packed list entry is a special string that indicates a missing value. More...

static LIBMVL_OFFSET64	mvl_packed_list_get_entry_bytelength (const LIBMVL_VECTOR *vec, LIBMVL_OFFSET64 idx)
	Get length in bytes of string element idx from a packed list. More...

static const unsigned char *	mvl_packed_list_get_entry (const LIBMVL_VECTOR vec, const void data, LIBMVL_OFFSET64 idx)
	Get pointer to the start of string element idx from a packed list. More...

static int	mvl_packed_list_validate_entry (const LIBMVL_VECTOR vec, const void data, LIBMVL_OFFSET64 data_size, LIBMVL_OFFSET64 idx)
	Get pointer to the start of string element idx from a packed list. More...

LIBMVL_OFFSET64	mvl_find_directory_entry (LIBMVL_CONTEXT ctx, const char tag)
	Find entry in MVL file directory. More...

void	mvl_load_image (LIBMVL_CONTEXT ctx, LIBMVL_OFFSET64 length, const void data)
	Initilize MVL context to operate with memory mapped area data. More...

int	mvl_sort_indices (LIBMVL_OFFSET64 indices_count, LIBMVL_OFFSET64 indices, LIBMVL_OFFSET64 vec_count, LIBMVL_VECTOR vec, void *vec_data, int sort_function)
	Given a table-like set of vectors of equal length arrange indices so that the columns are sorted lexicographically. More...

static LIBMVL_OFFSET64	mvl_randomize_bits64 (LIBMVL_OFFSET64 x)
	Randomize bits of 64-bit numbers, typically after accumulating a hash value. More...

static unsigned	mvl_randomize_bits32 (unsigned x)
	Randomize bits of 32-bit numbers, typically after accumulating a hash value. More...

static LIBMVL_OFFSET64	mvl_accumulate_hash64 (LIBMVL_OFFSET64 x, const unsigned char *data, LIBMVL_OFFSET64 count)
	Accumulate hash from a piece of data. More...

static LIBMVL_OFFSET64	mvl_accumulate_int32_hash64 (LIBMVL_OFFSET64 x, const int *data, LIBMVL_OFFSET64 count)
	Accumulate hash from an array of 32-bit integers The integers are hashed by value, not representation, so one gets the same hash from value of 100 whether it is stored as 32-bits or 64-bits. More...

static LIBMVL_OFFSET64	mvl_accumulate_int64_hash64 (LIBMVL_OFFSET64 x, const long long int *data, LIBMVL_OFFSET64 count)
	Accumulate hash from an array of 64-bit integers The integers are hashed by value, not representation, so one gets the same hash from value of 100 whether it is stored as 32-bits or 64-bits. More...

static LIBMVL_OFFSET64	mvl_accumulate_float_hash64 (LIBMVL_OFFSET64 x, const float *data, LIBMVL_OFFSET64 count)
	Accumulate hash from an array of 32-bit floats The floats are hashed by value, not representation, so one gets the same hash from value of 100.0 whether it is stored as float or promoted to double. Note that this does not work in reverse - many doubles can be truncated to the same float. More...

static LIBMVL_OFFSET64	mvl_accumulate_double_hash64 (LIBMVL_OFFSET64 x, const double *data, LIBMVL_OFFSET64 count)
	Accumulate hash from an array of 64-bit floats The floats are hashed by value, not representation, so one gets the same hash from value of 100.0 whether it is stored as float or promoted to double. Note that this does not work in reverse - many doubles can be truncated to the same float. More...

int	mvl_hash_indices (LIBMVL_OFFSET64 indices_count, const LIBMVL_OFFSET64 indices, LIBMVL_OFFSET64 hash, LIBMVL_OFFSET64 vec_count, LIBMVL_VECTOR vec, void vec_data, LIBMVL_OFFSET64 *vec_data_length, int flags)
	This function is used to compute 64 bit hash of vector values array hash[] is passed in and contains the result of the computation. More...

int	mvl_hash_range (LIBMVL_OFFSET64 i0, LIBMVL_OFFSET64 i1, LIBMVL_OFFSET64 hash, LIBMVL_OFFSET64 vec_count, LIBMVL_VECTOR vec, void vec_data, LIBMVL_OFFSET64 vec_data_length, int flags)
	This function is used to compute 64 bit hash of vector values array hash[] is passed in and contains the result of the computation. More...

LIBMVL_OFFSET64	mvl_compute_hash_map_size (LIBMVL_OFFSET64 hash_count)
	Compute suggested size of hash map given the number of entries to hash. Hash map size should always be a power of 2. More...

HASH_MAP *	mvl_allocate_hash_map (LIBMVL_OFFSET64 max_index_count)
	Create HASH_MAP structure. More...

void	mvl_free_hash_map (HASH_MAP *hash_map)
	Free allocated HASH_MAP. More...

void	mvl_compute_hash_map (HASH_MAP *hm)
	Compute hash map. This assumes that hm->hash array has been populated with hm->hash_count hashes computed with mvl_hash_indices(). More...

LIBMVL_OFFSET64	mvl_hash_match_count (LIBMVL_OFFSET64 key_count, const LIBMVL_OFFSET64 key_hash, HASH_MAP hm)
	Find count of matches between hashes of two sets. More...

int	mvl_find_matches (LIBMVL_OFFSET64 key_indices_count, const LIBMVL_OFFSET64 key_indices, LIBMVL_OFFSET64 key_vec_count, LIBMVL_VECTOR key_vec, void key_vec_data, LIBMVL_OFFSET64 key_hash, LIBMVL_OFFSET64 indices_count, const LIBMVL_OFFSET64 indices, LIBMVL_OFFSET64 vec_count, LIBMVL_VECTOR vec, void vec_data, HASH_MAP hm, LIBMVL_OFFSET64 key_last, LIBMVL_OFFSET64 pairs_size, LIBMVL_OFFSET64 key_match_indices, LIBMVL_OFFSET64 *match_indices)
	Compute pairs of merge indices. This is similar to JOIN operation in SQL. More...

void	mvl_find_groups (LIBMVL_OFFSET64 indices_count, const LIBMVL_OFFSET64 indices, LIBMVL_OFFSET64 vec_count, LIBMVL_VECTOR vec, void vec_data, HASH_MAP hm)
	This function transforms HASH_MAP into a list of groups. Similar to GROUP BY clause in SQL. More...

void	mvl_extend_partition (LIBMVL_PARTITION *el, LIBMVL_OFFSET64 nelem)
	Increase storage of previously allocated partition. More...

void	mvl_find_repeats (LIBMVL_PARTITION partition, LIBMVL_OFFSET64 count, LIBMVL_VECTOR vec, void *data)
	Compute list of extents describing stretches of data with identical values. More...

void	mvl_free_partition_arrays (LIBMVL_PARTITION *el)
	free arrays of previously allocated partition. This function does not free the structure itself. More...

void	mvl_init_extent_list (LIBMVL_EXTENT_LIST *el)
	Initialize freshly allocated partition structure. More...

void	mvl_free_extent_list_arrays (LIBMVL_EXTENT_LIST *el)
	free arrays of previously allocated partition. This function does not free the structure itself. More...

void	mvl_extend_extent_list (LIBMVL_EXTENT_LIST *el, LIBMVL_OFFSET64 nelem)
	Increase storage of previously allocated extent list. More...

void	mvl_init_extent_index (LIBMVL_EXTENT_INDEX *ei)
	Initialize freshly allocated extent list structure. More...

void	mvl_free_extent_index_arrays (LIBMVL_EXTENT_INDEX *ei)
	free arrays of previously allocated extent list. This function does not free the structure itself. More...

int	mvl_compute_extent_index (LIBMVL_EXTENT_INDEX ei, LIBMVL_OFFSET64 count, LIBMVL_VECTOR vec, void data, LIBMVL_OFFSET64 data_length)
	Compute an extent index. More...

LIBMVL_OFFSET64	mvl_write_extent_index (LIBMVL_CONTEXT ctx, LIBMVL_EXTENT_INDEX ei)
	Write extent index to MVL file. More...

int	mvl_load_extent_index (LIBMVL_CONTEXT ctx, void data, LIBMVL_OFFSET64 data_size, LIBMVL_OFFSET64 offset, LIBMVL_EXTENT_INDEX *ei)
	Load extent index from memory mapped MVL file.

static void	mvl_empty_extent_list (LIBMVL_EXTENT_LIST *el)
	Alter extent list to contain no extents without freeing memory. More...

static void	mvl_get_extents (LIBMVL_EXTENT_INDEX ei, LIBMVL_OFFSET64 hash, LIBMVL_EXTENT_LIST el)
	Find extents in index corresponding to a given hash. More...

void	mvl_compute_vec_stats (const LIBMVL_VECTOR vec, LIBMVL_VEC_STATS stats)
	Compute vector statistics, such as a bounding box. More...

void	mvl_normalize_vector (const LIBMVL_VECTOR vec, const LIBMVL_VEC_STATS stats, LIBMVL_OFFSET64 i0, LIBMVL_OFFSET64 i1, double *out)
	normalize vector More...

Detailed Description

core libMVL functions and structures

Definition in file libMVL.h.

Macro Definition Documentation

◆ LIBMVL_ACCUMULATE_HASH

#define LIBMVL_ACCUMULATE_HASH 0

Flags passed to mvl_hash_indices() and mvl_hash_range()

Use LIBMVL_COMPLETE_HASH when computation is done in a single call, or spread out the computation over multiple calls. Initialization and finalization can also be done outside of mvl_hash_*() functions.

No initialization or finalization, just accumulate hash value

Definition at line 1037 of file libMVL.h.

◆ LIBMVL_COMPLETE_HASH

#define LIBMVL_COMPLETE_HASH (LIBMVL_INIT_HASH | LIBMVL_FINALIZE_HASH)

Initialize, accumulate, finalize.

Definition at line 1040 of file libMVL.h.

◆ LIBMVL_FINALIZE_HASH

#define LIBMVL_FINALIZE_HASH 2

Accumulate hash value and then finalize

Definition at line 1039 of file libMVL.h.

◆ LIBMVL_INIT_HASH

#define LIBMVL_INIT_HASH 1

Initialize hash value, then accumulate

Definition at line 1038 of file libMVL.h.

◆ LIBMVL_PACKED_LIST64

#define LIBMVL_PACKED_LIST64 102

The main purpose of this type is to provide efficient storage for vectors of short strings. This is stored as LIBMVL_VECTOR_OFFSET64 with offset[0] pointing to the start of basic vector and subsequent offsets pointing to the start of the next string. For convenience the last entry points to the end of the last string.

Thus the number of strings in PACKED_LIST64 is length-1.

The usage of 64-bit offsets allows for arbitrarily long strings in the list, while requiring only minimal overhead for each string.

The type is separate from LIBMVL_VECTOR_OFFSET64 to facilitate automated tree traversal.

Definition at line 62 of file libMVL.h.

◆ LIBMVL_SORT_LEXICOGRAPHIC

#define LIBMVL_SORT_LEXICOGRAPHIC 1 /* Ascending */

Sort in ascending order

Definition at line 762 of file libMVL.h.

◆ LIBMVL_SORT_LEXICOGRAPHIC_DESC

#define LIBMVL_SORT_LEXICOGRAPHIC_DESC 2 /* Descending */

Sort in descending order

Definition at line 763 of file libMVL.h.

◆ LIBMVL_VECTOR_CSTRING

#define LIBMVL_VECTOR_CSTRING 101

MVL vector type for storing C-style strings. It is exactly as LIBMVL_VECTOR_UINT8, except that the data is considered valid up to length or first 0 byte

Definition at line 60 of file libMVL.h.

◆ LIBMVL_VECTOR_DOUBLE

#define LIBMVL_VECTOR_DOUBLE 5

MVL vector type for storing 64-bit floating point numbers

Definition at line 58 of file libMVL.h.

◆ LIBMVL_VECTOR_FLOAT

#define LIBMVL_VECTOR_FLOAT 4

MVL vector type for storing 32-bit floating point numbers

Definition at line 57 of file libMVL.h.

◆ LIBMVL_VECTOR_INT32

#define LIBMVL_VECTOR_INT32 2

MVL vector type for storing 32-bit signed integers

Definition at line 55 of file libMVL.h.

◆ LIBMVL_VECTOR_INT64

#define LIBMVL_VECTOR_INT64 3

MVL vector type for storing 64-bit signed integers

Definition at line 56 of file libMVL.h.

◆ LIBMVL_VECTOR_OFFSET64

#define LIBMVL_VECTOR_OFFSET64 100

MVL vector type for storing unsigned 64-bit offsets, typically considered as a list of other MVL vectors

Definition at line 59 of file libMVL.h.

◆ LIBMVL_VECTOR_UINT8

#define LIBMVL_VECTOR_UINT8 1

MVL vector type for storing bytes and strings. Can also be used as an opaque type

Definition at line 54 of file libMVL.h.

◆ MVL_EXTENT_INDEX

#define MVL_EXTENT_INDEX 1

Index types.

Definition at line 1235 of file libMVL.h.

◆ MVL_FLAG_OWN_FIRST

#define MVL_FLAG_OWN_FIRST (1<<2)

HASH_MAP member first owns allocated memory

Definition at line 1069 of file libMVL.h.

◆ MVL_FLAG_OWN_HASH

#define MVL_FLAG_OWN_HASH (1<<0)

Flags describing HASH_MAP state.

HASH_MAP member hash owns allocated memory

Definition at line 1067 of file libMVL.h.

◆ MVL_FLAG_OWN_HASH_MAP

#define MVL_FLAG_OWN_HASH_MAP (1<<1)

HASH_MAP member hash_map owns allocated memory

Definition at line 1068 of file libMVL.h.

◆ MVL_FLAG_OWN_NEXT

#define MVL_FLAG_OWN_NEXT (1<<3)

HASH_MAP member next owns allocated memory

Definition at line 1070 of file libMVL.h.

◆ MVL_NA_STRING

#define MVL_NA_STRING "\000\000NA"

It is convenient to be able to mark strings as missing value, similar to NaN for floating point type. In MVL this is done with the special string of length 4 consisting of two NUL characters followed by letters "NA".

Definition at line 668 of file libMVL.h.

◆ MVL_SEED_HASH_VALUE

#define MVL_SEED_HASH_VALUE 0xabcdef

Recommended value to be used to initialize hashes. Note that initial value should not be 0

Definition at line 826 of file libMVL.h.

◆ mvl_vector_data

#define mvl_vector_data ( data ) ((((LIBMVL_VECTOR *)(data))->u))

Return base data from a pointer to LIBMVL_VECTOR.

Use mvl_vector_data(vec).b for LIBMVL_VECTOR_UINT8
Use mvl_vector_data(vec).i for LIBMVL_VECTOR_INT32
Use mvl_vector_data(vec).i64 for LIBMVL_VECTOR_INT64
Use mvl_vector_data(vec).f for LIBMVL_VECTOR_FLOAT
Use mvl_vector_data(vec).d for LIBMVL_VECTOR_DOUBLE
Use mvl_vector_data(vec).offsets for LIBMVL_VECTOR_OFFSET64

Definition at line 410 of file libMVL.h.

◆ mvl_vector_data_double

#define mvl_vector_data_double ( data ) ((double *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access DOUBLE array of LIBMVL_VECTOR

Definition at line 443 of file libMVL.h.

◆ mvl_vector_data_float

#define mvl_vector_data_float ( data ) ((float *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access FLOAT array of LIBMVL_VECTOR

Definition at line 442 of file libMVL.h.

◆ mvl_vector_data_int32

#define mvl_vector_data_int32 ( data ) ((int *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access INT32 array of LIBMVL_VECTOR

Definition at line 440 of file libMVL.h.

◆ mvl_vector_data_int64

#define mvl_vector_data_int64 ( data ) ((long long int *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access INT64 array of LIBMVL_VECTOR

Definition at line 441 of file libMVL.h.

◆ mvl_vector_data_offset

#define mvl_vector_data_offset ( data ) ((LIBMVL_OFFSET64 *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access LIBMVL_OFFSET64 array of LIBMVL_VECTOR

Definition at line 444 of file libMVL.h.

◆ mvl_vector_data_uint8

#define mvl_vector_data_uint8 ( data ) ((unsigned char *)(((const char *) data)+sizeof(LIBMVL_VECTOR_HEADER)))

Access UINT8 array of LIBMVL_VECTOR

Definition at line 439 of file libMVL.h.

◆ MVL_WVEC

#define MVL_WVEC	(	ctx,
		type,
		...
	)	mvl_write_vector_inline(ctx, type, MVL_NUMARGS(__VA_ARGS__), 0, __VA_ARGS__)

A convenience macro used for create and writing vectors of small number of entries inline. Commonly used for writing configuration data.

Example: MVL_WVEC(ctx, LIBMVL_VECTOR_FLOAT, 1.0, 4.0, 9.0, 16.0)

Definition at line 328 of file libMVL.h.

Function Documentation

◆ mvl_accumulate_double_hash64()

static LIBMVL_OFFSET64 mvl_accumulate_double_hash64	(	LIBMVL_OFFSET64	x,
		const double *	data,
		LIBMVL_OFFSET64	count
	)

inlinestatic

Accumulate hash from an array of 64-bit floats The floats are hashed by value, not representation, so one gets the same hash from value of 100.0 whether it is stored as float or promoted to double. Note that this does not work in reverse - many doubles can be truncated to the same float.

This function allows to compute hash of data in several stages.

Parameters

x	previous hash value
data	array of 64-bit floats
count	length of data

Returns: new hash value

Definition at line 1004 of file libMVL.h.

◆ mvl_accumulate_float_hash64()

static LIBMVL_OFFSET64 mvl_accumulate_float_hash64	(	LIBMVL_OFFSET64	x,
		const float *	data,
		LIBMVL_OFFSET64	count
	)

inlinestatic

Accumulate hash from an array of 32-bit floats The floats are hashed by value, not representation, so one gets the same hash from value of 100.0 whether it is stored as float or promoted to double. Note that this does not work in reverse - many doubles can be truncated to the same float.

This function allows to compute hash of data in several stages.

Parameters

x	previous hash value
data	array of 32-bit floats
count	length of data

Returns: new hash value

Definition at line 972 of file libMVL.h.

◆ mvl_accumulate_hash64()

static LIBMVL_OFFSET64 mvl_accumulate_hash64	(	LIBMVL_OFFSET64	x,
		const unsigned char *	data,
		LIBMVL_OFFSET64	count
	)

inlinestatic

Accumulate hash from a piece of data.

This function allows to compute hash of data in several stages.

Parameters

x	previous hash value
data	array of character data
count	length of data

Returns: new hash value

Definition at line 839 of file libMVL.h.

◆ mvl_accumulate_int32_hash64()

static LIBMVL_OFFSET64 mvl_accumulate_int32_hash64	(	LIBMVL_OFFSET64	x,
		const int *	data,
		LIBMVL_OFFSET64	count
	)

inlinestatic

Accumulate hash from an array of 32-bit integers The integers are hashed by value, not representation, so one gets the same hash from value of 100 whether it is stored as 32-bits or 64-bits.

This function allows to compute hash of data in several stages.

Parameters

x	previous hash value
data	array of 32-bit integers
count	length of data

Returns: new hash value

Definition at line 909 of file libMVL.h.

◆ mvl_accumulate_int64_hash64()

static LIBMVL_OFFSET64 mvl_accumulate_int64_hash64	(	LIBMVL_OFFSET64	x,
		const long long int *	data,
		LIBMVL_OFFSET64	count
	)

inlinestatic

Accumulate hash from an array of 64-bit integers The integers are hashed by value, not representation, so one gets the same hash from value of 100 whether it is stored as 32-bits or 64-bits.

This function allows to compute hash of data in several stages.

Parameters

x	previous hash value
data	array of 64-bit integers
count	length of data

Returns: new hash value

Definition at line 940 of file libMVL.h.

◆ mvl_add_directory_entry()

void mvl_add_directory_entry	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_OFFSET64	offset,
		const char *	tag
	)

Add an entry to the top level directory of MVL file.

Parameters

ctx	MVL context pointer that has been initialized for writing
offset	directory entry value - typically an offset pointing to previously written MVL object
tag	C string describing directory entry. When necessary, these can repeat, in which case the last written entry is retrieved first.

Definition at line 835 of file libMVL.c.

◆ mvl_add_directory_entry_n()

void mvl_add_directory_entry_n	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_OFFSET64	offset,
		const char *	tag,
		LIBMVL_OFFSET64	tag_size
	)

Add entry to the top level directory of MVL file.

Parameters

ctx	MVL context pointer that has been initialized for writing
offset	directory entry value - typically an offset pointing to previously written MVL object
tag	string describing directory entry. When necessary, these can repeat, in which case the last written entry is retrieved first.
tag_size	length of tag

Definition at line 859 of file libMVL.c.

◆ mvl_add_list_entry()

long mvl_add_list_entry	(	LIBMVL_NAMED_LIST *	L,
		long	tag_length,
		const char *	tag,
		LIBMVL_OFFSET64	offset
	)

Add entry to LIBMVL_NAMED_LIST. The entry is always appended to the end.

Parameters

L	pointer to previously allocated LIBMVL_NAMED_LIST
tag_length	size of tag
tag	string identifying entry - these can repeat.
offset	64-bit value

Returns: index of entry inside named list

Definition at line 1001 of file libMVL.c.

◆ mvl_allocate_hash_map()

HASH_MAP* mvl_allocate_hash_map ( LIBMVL_OFFSET64 max_index_count )

Create HASH_MAP structure.

This creates default HASH_MAP structure with all members allocated with new arrays. In some situations, such as to save memory it is possible to reuse existing arrays by specifying hm->flags appropriately. In such case, one should not use this constructor and instead create the structure manually.

Parameters

max_index_count expected number of entries to hash

Returns: pointer to allocated HASH_MAP structure

Definition at line 2094 of file libMVL.c.

◆ mvl_as_double()

static double mvl_as_double	(	const LIBMVL_VECTOR *	vec,
		long	idx
	)

inlinestatic

Return idx vector entry as a double.

This function is meant as a convenience function for retrieving a few values, such as stored configuration parameters.

Parameters

vec	a pointer to LIBMVL_VECTOR
idx	index into a vector

Returns: vector value converted into a double, or a NAN if anything went wrong.

Definition at line 527 of file libMVL.h.

◆ mvl_as_double_default()

static double mvl_as_double_default	(	const LIBMVL_VECTOR *	vec,
		long	idx,
		double	def
	)

inlinestatic

Return idx vector entry as a double, with default for missing values.

This function is meant as a convenience function for retrieving a few values, such as stored configuration parameters.

Parameters

vec	a pointer to LIBMVL_VECTOR
idx	index into a vector
def	default value to return in case of out of bounds indices.

Returns: vector value converted into a double, or def if anything went wrong.

Definition at line 554 of file libMVL.h.

◆ mvl_as_offset()

static LIBMVL_OFFSET64 mvl_as_offset	(	const LIBMVL_VECTOR *	vec,
		long	idx
	)

inlinestatic

Return idx vector entry as an offset.

This function is meant as a convenience function for retrieving a few values, such as stored configuration parameters. Only LIBMVL_VECTOR_OFFSET64 vectors are supported

Parameters

vec	a pointer to LIBMVL_VECTOR
idx	index into a vector

Returns: vector value converted into a double, or LIBMVL_NULL_OFFSET if anything went wrong.

Definition at line 581 of file libMVL.h.

◆ mvl_close()

void mvl_close ( LIBMVL_CONTEXT * ctx )

Write out MVL file directory and postable and close file.

Parameters

ctx	MVL context pointer

Definition at line 1347 of file libMVL.c.

◆ mvl_compute_extent_index()

int mvl_compute_extent_index	(	LIBMVL_EXTENT_INDEX *	ei,
		LIBMVL_OFFSET64	count,
		LIBMVL_VECTOR **	vec,
		void **	data,
		LIBMVL_OFFSET64 *	data_length
	)

Compute an extent index.

Parameters

ei	a pointer to extent index structure
count	the number of LIBMVL_VECTORS considered as columns in a table
vec	an array of pointers to LIBMVL_VECTORS considered as columns in a table
data	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from. This allows computing hash from vectors drawn from different MVL

Returns: an integer error code, or 0 on success

Definition at line 2645 of file libMVL.c.

◆ mvl_compute_hash_map()

void mvl_compute_hash_map ( HASH_MAP * hm )

Compute hash map. This assumes that hm->hash array has been populated with hm->hash_count hashes computed with mvl_hash_indices().

Parameters

hm	a pointer to HASH_MAP structure

Definition at line 2135 of file libMVL.c.

◆ mvl_compute_hash_map_size()

LIBMVL_OFFSET64 mvl_compute_hash_map_size ( LIBMVL_OFFSET64 hash_count )

Compute suggested size of hash map given the number of entries to hash. Hash map size should always be a power of 2.

Parameters

hash_count expected number of items to hash

Returns: suggested hash map size

Definition at line 2075 of file libMVL.c.

◆ mvl_compute_vec_stats()

void mvl_compute_vec_stats	(	const LIBMVL_VECTOR *	vec,
		LIBMVL_VEC_STATS *	stats
	)

Compute vector statistics, such as a bounding box.

Parameters

vec	a pointer to LIBMVL_VECTOR
stats	a pointer to previously allocated LIBMVL_VEC_STATS structure

Definition at line 2809 of file libMVL.c.

◆ mvl_create_context()

LIBMVL_CONTEXT* mvl_create_context ( void )

Create MVL context.

Returns: A pointer to allocated LIBMVL_CONTEXT structure

Definition at line 150 of file libMVL.c.

◆ mvl_create_named_list()

LIBMVL_NAMED_LIST* mvl_create_named_list ( int size )

Allocate and initialize structure for LIBMVL_NAMED_LIST.

Parameters

size	this can be set to large values if the final size of named list is known

Returns: point to structure for LIBMVL_NAMED_LIST

Definition at line 927 of file libMVL.c.

◆ mvl_create_R_attributes_list()

LIBMVL_NAMED_LIST* mvl_create_R_attributes_list	(	LIBMVL_CONTEXT *	ctx,
		const char *	R_class
	)

Create R-style attribute list for class given by R_class, which could be, for example, "data.frame".

Parameters

ctx	MVL context pointer that has been initialized for writing
R_class	string identifying R class, such as "data.frame"

Returns: pointer to LIBMVL_NAMED_LIST with allocated parameters

Definition at line 1082 of file libMVL.c.

◆ mvl_element_size()

static int mvl_element_size ( int type )

inlinestatic

Return the element size in bytes for a particular MVL type.

Parameters

type	MVL type, such LIBMVL_VECTOR_FLOAT

Returns: size in bytes

Definition at line 74 of file libMVL.h.

◆ mvl_empty_extent_list()

static void mvl_empty_extent_list ( LIBMVL_EXTENT_LIST * el )

inlinestatic

Alter extent list to contain no extents without freeing memory.

Parameters

el	pointer to extent list structure to empty

Definition at line 1184 of file libMVL.h.

◆ mvl_extend_extent_list()

void mvl_extend_extent_list	(	LIBMVL_EXTENT_LIST *	el,
		LIBMVL_OFFSET64	nelem
	)

Increase storage of previously allocated extent list.

Parameters

el	extent list structure
nelem	Make sure it can contain at least that many elements

Definition at line 2573 of file libMVL.c.

◆ mvl_extend_partition()

void mvl_extend_partition	(	LIBMVL_PARTITION *	el,
		LIBMVL_OFFSET64	nelem
	)

Increase storage of previously allocated partition.

Parameters

el	Partition structure
nelem	Make sure it can contain at least that many elements

Definition at line 2451 of file libMVL.c.

◆ mvl_find_directory_entry()

LIBMVL_OFFSET64 mvl_find_directory_entry	(	LIBMVL_CONTEXT *	ctx,
		const char *	tag
	)

Find entry in MVL file directory.

Parameters

ctx	MVL context pointer
tag	character string identifying entry

Returns: offset into file the entry points to

Definition at line 1384 of file libMVL.c.

◆ mvl_find_groups()

void mvl_find_groups	(	LIBMVL_OFFSET64	indices_count,
		const LIBMVL_OFFSET64 *	indices,
		LIBMVL_OFFSET64	vec_count,
		LIBMVL_VECTOR **	vec,
		void **	vec_data,
		HASH_MAP *	hm
	)

This function transforms HASH_MAP into a list of groups. Similar to GROUP BY clause in SQL.

The original HASH_MAP describes groups of rows with identical hashes. However, there is a (remote) possibility of collision where different rows have the same hash. This function resolves this ambiguity. After calling hm->hash_map becomes invalid, but hm->first and hm->next describe exactly identical rows

Parameters

indices_count	number of elements in indices array
indices	an array of indices used to create HASH_MAP hm
vec_count	the number of LIBMVL_VECTORS considered as columns in a table
vec	an array of pointers to LIBMVL_VECTORS considered as columns in a table
vec_data	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from. This allows computing hash from vectors drawn from different MVL
hm	a previously computed (with mvl_compute_hash_map()) HASH_MAP

Definition at line 2382 of file libMVL.c.

◆ mvl_find_list_entry()

LIBMVL_OFFSET64 mvl_find_list_entry	(	LIBMVL_NAMED_LIST *	L,
		long	tag_length,
		const char *	tag
	)

Find existing entry inside LIBMVL_NAMED_LIST. If several identically named entries exist this function returns last written value. Hash table is used if present.

Parameters

L	pointer to previously allocated LIBMVL_NAMED_LIST
tag_length	size of tag
tag	string identifying entry - these can repeat.

Returns: entry value

Definition at line 1048 of file libMVL.c.

◆ mvl_find_matches()

int mvl_find_matches	(	LIBMVL_OFFSET64	key_indices_count,
		const LIBMVL_OFFSET64 *	key_indices,
		LIBMVL_OFFSET64	key_vec_count,
		LIBMVL_VECTOR **	key_vec,
		void **	key_vec_data,
		LIBMVL_OFFSET64 *	key_hash,
		LIBMVL_OFFSET64	indices_count,
		const LIBMVL_OFFSET64 *	indices,
		LIBMVL_OFFSET64	vec_count,
		LIBMVL_VECTOR **	vec,
		void **	vec_data,
		HASH_MAP *	hm,
		LIBMVL_OFFSET64 *	key_last,
		LIBMVL_OFFSET64	pairs_size,
		LIBMVL_OFFSET64 *	key_match_indices,
		LIBMVL_OFFSET64 *	match_indices
	)

Compute pairs of merge indices. This is similar to JOIN operation in SQL.

This function takes two table like sets of vectors as input. The vectors in each table set have to be of equal number of elements. We also take two index arrays specifying rows in each table set. We then find pairs of indices where the rows are identical.

The output is returned in pair of preallocated arrays key_match_indices and match_indices. The pairs are arrange in stretches of identical "key" rows. Those stretches are described by key_last array.

Parameters

key_indices_count	number of entries in key_indices array
key_indices	an array with indices into "key" table-like vector set
key_vec_count	number of vectors in "key" table set
key_vec	an array of vectors in "key" table set
key_vec_data	an array of pointers to memory mapped areas those "key" vectors derive from. This allows computing hash from vectors drawn from different MVL files
key_hash	an array of hashes of "key" vectors computed with mvl_hash_indices()
indices_count	number of entries in indices array
indices	an array with indices into "main" table-like vector set
vec_count	number of vectors in "main" table set
vec	an array of vectors in "main" table set
vec_data	an array of pointers to memory mapped areas those "main" vectors derive from. This allows computing hash from vectors drawn from different MVL files
hm	a previosly computed HASH_MAP of "main" table set
key_last	this is an output array of size key_indices_count that describes stretches of matches with indentical "key" rows. Thus for "key" row i, the corresponding stretch is key_last[i-1] to key_last[i]-1
pairs_size	the size of allocated key_match_indices and match_indices arrays. This value can be computed with mvl_hash_match_count().
key_match_indices	an array of "key" indices from each pair
match_indices	an array of "main" indices from each pair

Returns: 0 if everything went well, otherwise a negative error code

Definition at line 2306 of file libMVL.c.

◆ mvl_find_repeats()

void mvl_find_repeats	(	LIBMVL_PARTITION *	el,
		LIBMVL_OFFSET64	count,
		LIBMVL_VECTOR **	vec,
		void **	data
	)

Compute list of extents describing stretches of data with identical values.

Parameters

el	pointer to previously allocated LIBMVL_PARTITION structure
count	Number of vectors in vec
vec	Array of vectors with identical number of elements
data	Mapped data areas (needed to compare strings)

Definition at line 2469 of file libMVL.c.

◆ mvl_free_context()

void mvl_free_context ( LIBMVL_CONTEXT * ctx )

Release memory associated with MVL context.

Parameters

ctx	pointer to context previously allocated with mvl_create_context()

Definition at line 186 of file libMVL.c.

◆ mvl_free_extent_index_arrays()

void mvl_free_extent_index_arrays ( LIBMVL_EXTENT_INDEX * ei )

free arrays of previously allocated extent list. This function does not free the structure itself.

Parameters

ei	a pointer to LIBMVL_EXTENT_INDEX structure

Definition at line 2611 of file libMVL.c.

◆ mvl_free_extent_list_arrays()

void mvl_free_extent_list_arrays ( LIBMVL_EXTENT_LIST * el )

free arrays of previously allocated partition. This function does not free the structure itself.

Parameters

el	a pointer to LIBMVL_PARTITION structure

Definition at line 2557 of file libMVL.c.

◆ mvl_free_hash_map()

void mvl_free_hash_map ( HASH_MAP * hash_map )

Free allocated HASH_MAP.

Parameters

hash_map a pointer to previously allocated hash_map structure

Definition at line 2118 of file libMVL.c.

◆ mvl_free_named_list()

void mvl_free_named_list ( LIBMVL_NAMED_LIST * L )

Free structure for LIBMVL_NAMED_LIST.

Parameters

L	pointer to previously allocated LIBMVL_NAMED_LIST

Definition at line 949 of file libMVL.c.

◆ mvl_free_partition_arrays()

void mvl_free_partition_arrays ( LIBMVL_PARTITION * el )

free arrays of previously allocated partition. This function does not free the structure itself.

Parameters

el	a pointer to LIBMVL_PARTITION structure

Definition at line 2533 of file libMVL.c.

◆ mvl_get_character_class_offset()

LIBMVL_OFFSET64 mvl_get_character_class_offset ( LIBMVL_CONTEXT * ctx )

Get offset to metadata describing R-style character class - an array of strings. This is convenient for writing columns of strings to be analyzed with R - just provide this offset as the metadata field of mvl_write_packed_list()

Parameters

ctx	MVL context pointer that has been initialized for writing

Returns: an offset into the file, suitable for specifying as MVL object metadata

Definition at line 819 of file libMVL.c.

◆ mvl_get_extents()

static void mvl_get_extents	(	LIBMVL_EXTENT_INDEX *	ei,
		LIBMVL_OFFSET64	hash,
		LIBMVL_EXTENT_LIST *	el
	)

inlinestatic

Find extents in index corresponding to a given hash.

Parameters

ei	pointer to populated extent index structure
hash	64-bit hash value to query
el	pointer to extent list structure to add extents to

Definition at line 1196 of file libMVL.h.

◆ mvl_hash_indices()

int mvl_hash_indices	(	LIBMVL_OFFSET64	indices_count,
		const LIBMVL_OFFSET64 *	indices,
		LIBMVL_OFFSET64 *	hash,
		LIBMVL_OFFSET64	vec_count,
		LIBMVL_VECTOR **	vec,
		void **	vec_data,
		LIBMVL_OFFSET64 *	vec_data_length,
		int	flags
	)

This function is used to compute 64 bit hash of vector values array hash[] is passed in and contains the result of the computation.

Integer indices are computed by value, so that 100 produces the same hash whether it is stored as INT32 or INT64.

Floats and doubles are trickier - we can guarantee that the hash of a float promoted to a double is the same as the hash of the original float, but not the reverse.

Parameters

indices_count	total number of indices
indices	an array of indices into provided vectors
hash	a previously allocated array of length indices_count that the computed hashes will be written into
vec_count	the number of LIBMVL_VECTORS considered as columns in a table
vec	an array of pointers to LIBMVL_VECTORS considered as columns in a table
vec_data	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from. This allows computing hash from vectors drawn from different MVL files
vec_data_length	an array of lengths of memory mapped areas those LIBMVL_VECTORs derive from.
flags	flags specifying whether to initialize or finalize hash

Definition at line 1882 of file libMVL.c.

◆ mvl_hash_match_count()

LIBMVL_OFFSET64 mvl_hash_match_count	(	LIBMVL_OFFSET64	key_count,
		const LIBMVL_OFFSET64 *	key_hash,
		HASH_MAP *	hm
	)

Find count of matches between hashes of two sets.

This function is useful to find the upper limit on the number of possible matches, so one can allocate arrays for the result or plan computation in some other way.

Parameters

key_count	number of key hashes
key_hash	an array of key hashes to query
hm	a pointer to HASH_MAP structure

Returns: number of matches

Definition at line 2202 of file libMVL.c.

◆ mvl_hash_range()

int mvl_hash_range	(	LIBMVL_OFFSET64	i0,
		LIBMVL_OFFSET64	i1,
		LIBMVL_OFFSET64 *	hash,
		LIBMVL_OFFSET64	vec_count,
		LIBMVL_VECTOR **	vec,
		void **	vec_data,
		LIBMVL_OFFSET64 *	vec_data_length,
		int	flags
	)

This function is used to compute 64 bit hash of vector values array hash[] is passed in and contains the result of the computation.

Integer indices are computed by value, so that 100 produces the same hash whether it is stored as INT32 or INT64.

Floats and doubles are trickier - we can guarantee that the hash of a float promoted to a double is the same as the hash of the original float, but not the reverse.

Parameters

i0	starting index to hash
i1	first index to not hash
hash	a previously allocated array of length (i1-i0) that the computed hashes will be written into
vec_count	the number of LIBMVL_VECTORS considered as columns in a table
vec	an array of pointers to LIBMVL_VECTORS considered as columns in a table
vec_data	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from. This allows computing hash from vectors drawn from different MVL files
vec_data_length	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from.
flags	flags specifying whether to initialize or finalize hash

Definition at line 1984 of file libMVL.c.

◆ mvl_indexed_copy_vector()

LIBMVL_OFFSET64 mvl_indexed_copy_vector	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_OFFSET64	index_count,
		const LIBMVL_OFFSET64 *	indices,
		const LIBMVL_VECTOR *	vec,
		const void *	data,
		LIBMVL_OFFSET64	data_length,
		LIBMVL_OFFSET64	metadata,
		LIBMVL_OFFSET64	max_buffer
	)

Write MVL vector that contains data at specific indices. The indices can repeat, and can themselves be stored in memory mapped MVL file.

Parameters

ctx	MVL context pointer that has been initialized for writing
index_count	number of indices to process, this will determine the length of the new vector
indices	array of indices into vector vec
vec	a pointer to fully formed MVL vector, such as from mapped MVL file
data	pointer to data of previously mapped MVL library
data_length	length of data of previously mapped MVL library
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed
max_buffer	maximum size of buffer to hold in-flight data. Recommend to set to at least 10MB for efficiency.

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 473 of file libMVL.c.

◆ mvl_init_extent_index()

void mvl_init_extent_index ( LIBMVL_EXTENT_INDEX * ei )

Initialize freshly allocated extent list structure.

Parameters

ei	a pointer to LIBMVL_EXTENT_INDEX structure

Definition at line 2601 of file libMVL.c.

◆ mvl_init_extent_list()

void mvl_init_extent_list ( LIBMVL_EXTENT_LIST * el )

Initialize freshly allocated partition structure.

Parameters

el	a pointer to LIBMVL_PARTITION structure

Definition at line 2545 of file libMVL.c.

◆ mvl_load_image()

void mvl_load_image	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_OFFSET64	length,
		const void *	data
	)

Initilize MVL context to operate with memory mapped area data.

Parameters

ctx	MVL context pointer
length	size of memory mapped data, in bytes
data	pointer to the beginning of memory mapped area

Definition at line 1399 of file libMVL.c.

◆ mvl_named_list_get_double()

static double mvl_named_list_get_double	(	LIBMVL_NAMED_LIST *	L,
		const void *	data,
		long	tag_length,
		const char *	tag,
		long	idx
	)

inlinestatic

Find an entry in a named list and return its idx value as a double.

This function is meant as a convenience function for retrieving a few values stored in a named list, such as stored configuration parameters. It effectively performs double indexing L[tag][idx]

Parameters

L	a pointer to previously retrieved LIBMVL_NAMED_LIST
data	a pointer to beginning of memory mapped MVL file
tag_length	length of character tag, or -1 to compute automatically
tag	character tag
idx	index into the entry

Returns: vector value converted into a double, or a NAN if anything went wrong.

Definition at line 605 of file libMVL.h.

◆ mvl_named_list_get_double_default()

static double mvl_named_list_get_double_default	(	LIBMVL_NAMED_LIST *	L,
		const void *	data,
		long	tag_length,
		const char *	tag,
		long	idx,
		double	def
	)

inlinestatic

Find an entry in a named list and return its idx value a double.

This function is meant as a convenience function for retrieving a few values stored in a named list, such as stored configuration parameters. It effectively performs double indexing L[tag][idx]

Parameters

L	a pointer to previously retrieved LIBMVL_NAMED_LIST
data	a pointer to beginning of memory mapped MVL file
tag_length	length of character tag, or -1 to compute automatically
tag	character tag
idx	index into the entry
def	default value to return in case of errors

Returns: vector value converted into a double, or def if anything went wrong.

Definition at line 629 of file libMVL.h.

◆ mvl_named_list_get_offset()

static LIBMVL_OFFSET64 mvl_named_list_get_offset	(	LIBMVL_NAMED_LIST *	L,
		const void *	data,
		long	tag_length,
		const char *	tag,
		long	idx
	)

inlinestatic

Find an entry in a named list and return its idx value as an offset.

This function is meant as a convenience function for retrieving a few values stored in a named list, such as stored configuration parameters. It effectively performs double indexing L[tag][idx]

Parameters

L	a pointer to previously retrieved LIBMVL_NAMED_LIST
data	a pointer to beginning of memory mapped MVL file
tag_length	length of character tag, or -1 to compute automatically
tag	character tag
idx	index into the entry

Returns: vector value, or LIBMVL_NULL_OFFSET if anything went wrong.

Definition at line 652 of file libMVL.h.

◆ mvl_normalize_vector()

void mvl_normalize_vector	(	const LIBMVL_VECTOR *	vec,
		const LIBMVL_VEC_STATS *	stats,
		LIBMVL_OFFSET64	i0,
		LIBMVL_OFFSET64	i1,
		double *	out
	)

normalize vector

This function converts numeric vectors into a normalized double precision entries. Indices i0 and i1 specify the stretch of indices to normalize. This facilitates processing of very long vectors in pieces.

Parameters

vec	a pointer to LIBMVL_VECTOR
stats	previously allocated LIBMVL_VEC_STATS structure
i0	start index of stretch to process
i1	stop index of stretch to process
out	array of normalized entries of size i1-i0. First entry corresponds to index i0

Definition at line 2960 of file libMVL.c.

◆ mvl_open()

void mvl_open	(	LIBMVL_CONTEXT *	ctx,
		FILE *	f
	)

Prepare context for writing to file f.

Parameters

ctx	MVL context pointer
f	pointer to previously opened stdio.h FILE structure

Definition at line 1338 of file libMVL.c.

◆ mvl_packed_list_get_entry()

static const unsigned char* mvl_packed_list_get_entry	(	const LIBMVL_VECTOR *	vec,
		const void *	data,
		LIBMVL_OFFSET64	idx
	)

inlinestatic

Get pointer to the start of string element idx from a packed list.

Parameters

vec	a pointer to LIBMVL_VECTOR with type LIBMVL_PACKED_LIST64
data	a pointer to beginning of memory mapped MVL file
idx	entry index

Returns: a pointer to the beginning of the data.

Definition at line 719 of file libMVL.h.

◆ mvl_packed_list_get_entry_bytelength()

static LIBMVL_OFFSET64 mvl_packed_list_get_entry_bytelength	(	const LIBMVL_VECTOR *	vec,
		LIBMVL_OFFSET64	idx
	)

inlinestatic

Get length in bytes of string element idx from a packed list.

Parameters

vec	a pointer to LIBMVL_VECTOR with type LIBMVL_PACKED_LIST64
idx	entry index

Returns: string length in bytes

Definition at line 701 of file libMVL.h.

◆ mvl_packed_list_is_na()

static int mvl_packed_list_is_na	(	const LIBMVL_VECTOR *	vec,
		const void *	data,
		LIBMVL_OFFSET64	idx
	)

inlinestatic

Check whether packed list entry is a special string that indicates a missing value.

Parameters

vec	a pointer to LIBMVL_VECTOR with type LIBMVL_PACKED_LIST64
data	a pointer to beginning of memory mapped MVL file
idx	entry index

Returns: 1 if the entry is NA - a missing value, 0 otherwise

Definition at line 684 of file libMVL.h.

◆ mvl_packed_list_validate_entry()

static int mvl_packed_list_validate_entry	(	const LIBMVL_VECTOR *	vec,
		const void *	data,
		LIBMVL_OFFSET64	data_size,
		LIBMVL_OFFSET64	idx
	)

inlinestatic

Get pointer to the start of string element idx from a packed list.

Parameters

vec	a pointer to LIBMVL_VECTOR with type LIBMVL_PACKED_LIST64
data	a pointer to beginning of memory mapped MVL file
idx	entry index

Returns: a pointer to the beginning of the data.

Definition at line 736 of file libMVL.h.

◆ mvl_randomize_bits32()

static unsigned mvl_randomize_bits32 ( unsigned x )

inlinestatic

Randomize bits of 32-bit numbers, typically after accumulating a hash value.

Parameters

x	input value

Returns: Randomized value

Definition at line 813 of file libMVL.h.

◆ mvl_randomize_bits64()

static LIBMVL_OFFSET64 mvl_randomize_bits64 ( LIBMVL_OFFSET64 x )

inlinestatic

Randomize bits of 64-bit numbers, typically after accumulating a hash value.

Parameters

x	input value

Returns: Randomized value

Definition at line 796 of file libMVL.h.

◆ mvl_read_attributes_list()

LIBMVL_NAMED_LIST* mvl_read_attributes_list	(	LIBMVL_CONTEXT *	ctx,
		const void *	data,
		LIBMVL_OFFSET64	data_size,
		LIBMVL_OFFSET64	metadata_offset
	)

Read back MVL attributes list, typically used to described metadata. This function also initialize hash table for fast access. This function does not check that the offsets stored in returned LIBMVL_NAMED_LIST data structure are valid, this should be done by the code that uses those offsets.

Parameters

ctx	MVL context pointer
data	memory mapped data
data_size	size of memory mapped data
metadata_offset	metadata offset pointing to the previously written attributes

Returns: NULL if there is no metadata, otherwise LIBMVL_NAMED_LIST populated with attributes

Definition at line 1191 of file libMVL.c.

◆ mvl_read_named_list()

LIBMVL_NAMED_LIST* mvl_read_named_list	(	LIBMVL_CONTEXT *	ctx,
		const void *	data,
		LIBMVL_OFFSET64	data_size,
		LIBMVL_OFFSET64	offset
	)

Read back MVL named list. This function also initialize hash table for fast access.

Parameters

ctx	MVL context pointer
data	memory mapped data
data_size	size of memory mapped data
offset	offset into data where LIBMVL_NAMED_LIST begins

Returns: NULL on error, otherwise LIBMVL_NAMED_LIST

Definition at line 1250 of file libMVL.c.

◆ mvl_recompute_named_list_hash()

void mvl_recompute_named_list_hash ( LIBMVL_NAMED_LIST * L )

Recompute named list hash.

Parameters

L	pointer to previously allocated LIBMVL_NAMED_LIST

Definition at line 964 of file libMVL.c.

◆ mvl_rewrite_vector()

void mvl_rewrite_vector	(	LIBMVL_CONTEXT *	ctx,
		int	type,
		LIBMVL_OFFSET64	base_offset,
		LIBMVL_OFFSET64	idx,
		long	length,
		const void *	data
	)

Write more data to MVL vector that has been previously created with mvl_start_write_vector()

Parameters

ctx	MVL context pointer that has been initialized for writing
type	MVL data type
base_offset	the offset returned by mvl_start_write_vector()
idx	index of of first element pointed to by data
length	number of elements to write
data	pointer to data

Definition at line 452 of file libMVL.c.

◆ mvl_sort_indices()

int mvl_sort_indices	(	LIBMVL_OFFSET64	indices_count,
		LIBMVL_OFFSET64 *	indices,
		LIBMVL_OFFSET64	vec_count,
		LIBMVL_VECTOR **	vec,
		void **	vec_data,
		int	sort_function
	)

Given a table-like set of vectors of equal length arrange indices so that the columns are sorted lexicographically.

Parameters

indices_count	total number of indices
indices	an array of indices into provided vectors
vec_count	the number of LIBMVL_VECTORS considered as columns in a table
vec	an array of pointers to LIBMVL_VECTORS considered as columns in a table
vec_data	an array of pointers to memory mapped areas those LIBMVL_VECTORs derive from. This allows computing hash from vectors drawn from different MVL files
sort_function	one of LIBMVL_SORT_LEXICOGRAPHIC or LIBMVL_SORT_LEXICOGRAPHIC_DESC to specify sort direction

Definition at line 354 of file libMVL_sort.cc.

◆ mvl_start_write_vector()

LIBMVL_OFFSET64 mvl_start_write_vector	(	LIBMVL_CONTEXT *	ctx,
		int	type,
		LIBMVL_OFFSET64	expected_length,
		LIBMVL_OFFSET64	length,
		const void *	data,
		LIBMVL_OFFSET64	metadata
	)

Begin write of MVL vector. This is only needed if the vector has to be written in parts, such as due to memory constraints.

Parameters

ctx	MVL context pointer that has been initialized for writing
type	MVL data type
expected_length	number of elements in the fully written vector
length	number of elements to write
data	pointer to data
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 369 of file libMVL.c.

◆ mvl_strerror()

const char* mvl_strerror ( LIBMVL_CONTEXT * ctx )

Obtain description of error code.

Parameters

ctx	pointer to context previously allocated with mvl_create_context()

Returns: pointer to C string which memory is owned by the context

Definition at line 213 of file libMVL.c.

◆ mvl_validate_vector()

static int mvl_validate_vector	(	LIBMVL_OFFSET64	offset,
		const void *	data,
		LIBMVL_OFFSET64	data_size
	)

inlinestatic

This function returns 0 if the offset into data points to a valid vector, or a negative error code otherwise.

Parameters

offset	an offset into memory mapped data where the LIBMVL_VECTOR is located
data	pointer to beginning of memory mapped data
data_size	an upper limit for valid offsets - usually the size of mapped MVL file. if data_size is set to ~0LLU the checks are bypassed

Definition at line 457 of file libMVL.h.

◆ mvl_validated_vector_from_offset()

static LIBMVL_VECTOR* mvl_validated_vector_from_offset	(	void *	data,
		LIBMVL_OFFSET64	data_size,
		LIBMVL_OFFSET64	offset
	)

inlinestatic

A convenience function to convert an offset into memory mapped data into a pointer to LIBMVL_VECTOR structure.

This function validates vector structure, but not the contents of the vector.

Parameters

data	pointer to memory mapped MVL file
offset	64-bit offset into MVL file

Returns: pointer to LIBMVL_VECTOR structure stored in MVL file

Definition at line 508 of file libMVL.h.

◆ mvl_vector_from_offset()

static LIBMVL_VECTOR* mvl_vector_from_offset	(	void *	data,
		LIBMVL_OFFSET64	offset
	)

inlinestatic

A convenience function to convert an offset into memory mapped data into a pointer to LIBMVL_VECTOR structure.

It assumes that the offset is valid, to validate it see mvl_validate_vector()

Parameters

data	pointer to memory mapped MVL file
offset	64-bit offset into MVL file

Returns: pointer to LIBMVL_VECTOR structure stored in MVL file

Definition at line 495 of file libMVL.h.

◆ mvl_vector_nentries()

static LIBMVL_OFFSET64 mvl_vector_nentries ( void * vec )

inlinestatic

Return number of entries in the vector. Currently this is the same as mvl_vector_length() for all types except LIBMVL_PACKED_LIST64.

Parameters

vec	pointer to start of the vector

Definition at line 392 of file libMVL.h.

◆ mvl_write_attributes_list()

LIBMVL_OFFSET64 mvl_write_attributes_list	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_NAMED_LIST *	L
	)

Write out R-style attribute list.

Parameters

ctx	MVL context pointer that has been initialized for writing
L	previously created attributes list

Returns: an offset into the file, suitable for use as vector metadata

Definition at line 1096 of file libMVL.c.

◆ mvl_write_cached_string()

LIBMVL_OFFSET64 mvl_write_cached_string	(	LIBMVL_CONTEXT *	ctx,
		long	length,
		const char *	data
	)

Write a single C string if it has not been written before, otherwise return offset to previously written object. In particular, this is handy for providing metadata tags.

Parameters

ctx	MVL context pointer that has been initialized for writing
length	string length. Set to -1 to be computed automatically.
data	string data

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 701 of file libMVL.c.

◆ mvl_write_concat_vectors()

LIBMVL_OFFSET64 mvl_write_concat_vectors	(	LIBMVL_CONTEXT *	ctx,
		int	type,
		long	nvec,
		const long *	lengths,
		void **	data,
		LIBMVL_OFFSET64	metadata
	)

Write complete MVL vector concatenating data from many vectors or arrays.

Parameters

ctx	MVL context pointer that has been initialized for writing
type	MVL data type
nvec	number of arrays to concatenate
lengths	array of lengths of individual vectors
data	array of pointers to vector data
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 636 of file libMVL.c.

◆ mvl_write_directory()

LIBMVL_OFFSET64 mvl_write_directory ( LIBMVL_CONTEXT * ctx )

Write out MVL file directory with entries collected so far. If this is called multiple times only the latest written directory is retrieved when MVL file is opened. It is an error to write out an empty directory.

Parameters

ctx	MVL context pointer that has been initialized for writing

Returns: an offset into the file where the directory was written

Definition at line 880 of file libMVL.c.

◆ mvl_write_extent_index()

LIBMVL_OFFSET64 mvl_write_extent_index	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_EXTENT_INDEX *	ei
	)

Write extent index to MVL file.

Definition at line 2695 of file libMVL.c.

◆ mvl_write_named_list()

LIBMVL_OFFSET64 mvl_write_named_list	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_NAMED_LIST *	L
	)

Write out named list. In R, this would be read back as list.

Parameters

ctx	MVL context pointer that has been initialized for writing
L	previously created named list

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 1119 of file libMVL.c.

◆ mvl_write_named_list2()

LIBMVL_OFFSET64 mvl_write_named_list2	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_NAMED_LIST *	L,
		char *	cl
	)

Write out named list. In R, this would be read back as list with class attribute set to "cl".

Parameters

ctx	MVL context pointer that has been initialized for writing
L	previously created named list
cl	character string describing list class

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 1141 of file libMVL.c.

◆ mvl_write_named_list_as_data_frame()

LIBMVL_OFFSET64 mvl_write_named_list_as_data_frame	(	LIBMVL_CONTEXT *	ctx,
		LIBMVL_NAMED_LIST *	L,
		int	nrows,
		LIBMVL_OFFSET64	rownames
	)

Write out named list in the style of R data frames. It is assumed that all entries of L are vectors with the same number of elements.

Parameters

ctx	MVL context pointer that has been initialized for writing
L	previously created named list
nrows	number of elements in each entry of L. Note that packed lists should have length of nrows+1
rownames	names of individual rows. Set to 0 to omit.

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 1164 of file libMVL.c.

◆ mvl_write_packed_list()

LIBMVL_OFFSET64 mvl_write_packed_list	(	LIBMVL_CONTEXT *	ctx,
		long	count,
		const long *	str_size,
		unsigned char **	str,
		LIBMVL_OFFSET64	metadata
	)

Write an array of strings as a packed list data type. This is convenient for storing a lot of different strings.

Parameters

ctx	MVL context pointer that has been initialized for writing
count	Number of strings to store
str_size	array of lengths of individual strings. If this is NULL string lengths are computed automatically. In addition, if any string length is -1 it is also computed automatically.
str	point to array of strings
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 785 of file libMVL.c.

◆ mvl_write_string()

LIBMVL_OFFSET64 mvl_write_string	(	LIBMVL_CONTEXT *	ctx,
		long	length,
		const char *	data,
		LIBMVL_OFFSET64	metadata
	)

Write a single C string. In particular, this is handy for providing metadata tags.

Parameters

ctx	MVL context pointer that has been initialized for writing
length	string length. Set to -1 to be computed automatically.
data	string data
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 689 of file libMVL.c.

◆ mvl_write_vector()

LIBMVL_OFFSET64 mvl_write_vector	(	LIBMVL_CONTEXT *	ctx,
		int	type,
		LIBMVL_OFFSET64	length,
		const void *	data,
		LIBMVL_OFFSET64	metadata
	)

Write complete MVL vector.

Parameters

ctx	MVL context pointer that has been initialized for writing
type	MVL data type
length	number of elements to write
data	pointer to data
metadata	an optional offset to previously written metadata. Specify LIBMVL_NO_METADATA if not needed

Returns: an offset into the file, suitable for adding to MVL file directory, or to other MVL objects

Definition at line 319 of file libMVL.c.

Classes

Macros

Typedefs

Functions

Detailed Description

Macro Definition Documentation

◆ LIBMVL_ACCUMULATE_HASH

◆ LIBMVL_COMPLETE_HASH

◆ LIBMVL_FINALIZE_HASH

◆ LIBMVL_INIT_HASH

◆ LIBMVL_PACKED_LIST64

◆ LIBMVL_SORT_LEXICOGRAPHIC

◆ LIBMVL_SORT_LEXICOGRAPHIC_DESC

◆ LIBMVL_VECTOR_CSTRING

◆ LIBMVL_VECTOR_DOUBLE

◆ LIBMVL_VECTOR_FLOAT

◆ LIBMVL_VECTOR_INT32

◆ LIBMVL_VECTOR_INT64

◆ LIBMVL_VECTOR_OFFSET64

◆ LIBMVL_VECTOR_UINT8

◆ MVL_EXTENT_INDEX

◆ MVL_FLAG_OWN_FIRST

◆ MVL_FLAG_OWN_HASH

◆ MVL_FLAG_OWN_HASH_MAP

◆ MVL_FLAG_OWN_NEXT

◆ MVL_NA_STRING

◆ MVL_SEED_HASH_VALUE

◆ mvl_vector_data

◆ mvl_vector_data_double

◆ mvl_vector_data_float

◆ mvl_vector_data_int32

◆ mvl_vector_data_int64

◆ mvl_vector_data_offset

◆ mvl_vector_data_uint8

◆ MVL_WVEC

Function Documentation

◆ mvl_accumulate_double_hash64()

◆ mvl_accumulate_float_hash64()

◆ mvl_accumulate_hash64()

◆ mvl_accumulate_int32_hash64()

◆ mvl_accumulate_int64_hash64()

◆ mvl_add_directory_entry()

◆ mvl_add_directory_entry_n()

◆ mvl_add_list_entry()

◆ mvl_allocate_hash_map()

◆ mvl_as_double()

◆ mvl_as_double_default()

◆ mvl_as_offset()

◆ mvl_close()

◆ mvl_compute_extent_index()

◆ mvl_compute_hash_map()

◆ mvl_compute_hash_map_size()

◆ mvl_compute_vec_stats()

◆ mvl_create_context()

◆ mvl_create_named_list()

◆ mvl_create_R_attributes_list()

◆ mvl_element_size()

◆ mvl_empty_extent_list()

◆ mvl_extend_extent_list()

◆ mvl_extend_partition()

◆ mvl_find_directory_entry()

◆ mvl_find_groups()

◆ mvl_find_list_entry()

◆ mvl_find_matches()

◆ mvl_find_repeats()

◆ mvl_free_context()

◆ mvl_free_extent_index_arrays()

◆ mvl_free_extent_list_arrays()

◆ mvl_free_hash_map()

◆ mvl_free_named_list()

◆ mvl_free_partition_arrays()

◆ mvl_get_character_class_offset()

◆ mvl_get_extents()

◆ mvl_hash_indices()

◆ mvl_hash_match_count()

◆ mvl_hash_range()

◆ mvl_indexed_copy_vector()

◆ mvl_init_extent_index()

◆ mvl_init_extent_list()

◆ mvl_load_image()