gperf
UtilityDouglas C. Schmidt
last updated 1 November 1989
for version 2.0
Copyright © 1989 Free Software Foundation, Inc.
Permission is granted to make and distribute verbatim copies of this manual provided the copyright notice and this permission notice are preserved on all copies.
Permission is granted to copy and distribute modified versions of this
manual under the conditions for verbatim copying, provided also that the
section entitled “GNU gperf
General Public License” is included exactly as
in the original, and provided that the entire resulting derived work is
distributed under the terms of a permission notice identical to this one.
Permission is granted to copy and distribute translations of this manual
into another language, under the above conditions for modified versions,
except that the section entitled “GNU gperf
General Public License” may be
included in a translation approved by the author instead of in the original
English.
GNU GENERAL PUBLIC LICENSE | GNU gperf General Public License says
how you can copy and share gperf .
| |
Contributors to GNU gperf Utility | People who have contributed to gperf .
| |
1 Introduction | Static search structures and GNU GPERF. | |
3 High-Level Description of GNU gperf | High-level discussion of how GPERF functions. | |
4 Options to the gperf Utility | A description of options to the program. | |
5 Known Bugs and Limitations with gperf | Known bugs and limitations with GPERF. | |
6 Things Still Left to Do | Things still left to do. | |
7 Implementation Details of GNU gperf | Implementation Details for GNU GPERF. | |
8 Bibliography | Material Referenced in this Report. |
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Version 1, February 1989
Copyright © 1989 Free Software Foundation, Inc. 675 Mass Ave, Cambridge, MA 02139, USA Everyone is permitted to copy and distribute verbatim copies of this license document, but changing it is not allowed.
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If you develop a new program, and you want it to be of the greatest possible use to humanity, the best way to achieve this is to make it free software which everyone can redistribute and change under these terms.
To do so, attach the following notices to the program. It is safest to attach them to the start of each source file to most effectively convey the exclusion of warranty; and each file should have at least the “copyright” line and a pointer to where the full notice is found.
one line to give the program's name and a brief idea of what it does. Copyright (C) 19yy name of author This program is free software; you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation; either version 1, or (at your option) any later version. This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details. You should have received a copy of the GNU General Public License along with this program; if not, write to the Free Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
Also add information on how to contact you by electronic and paper mail.
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Gnomovision version 69, Copyright (C) 19yy name of author Gnomovision comes with ABSOLUTELY NO WARRANTY; for details type `show w'. This is free software, and you are welcome to redistribute it under certain conditions; type `show c' for details.
The hypothetical commands ‘show w’ and ‘show c’ should show the appropriate parts of the General Public License. Of course, the commands you use may be called something other than ‘show w’ and ‘show c’; they could even be mouse-clicks or menu items—whatever suits your program.
You should also get your employer (if you work as a programmer) or your school, if any, to sign a “copyright disclaimer” for the program, if necessary. Here a sample; alter the names:
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That’s all there is to it!
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gperf
Utilitygperf
perfect hash function generator utility was
originally written in GNU C++ by Douglas C. Schmidt. It is now also
available in a highly-portable “old-style” C version. The general
idea for the perfect hash function generator was inspired by Keith
Bostic’s algorithm written in C, and distributed to net.sources around
1984. The current program is a heavily modified, enhanced, and extended
implementation of Keith’s basic idea, created at the University of
California, Irvine. Bugs, patches, and suggestions should be reported
to schmidt at ics.uci.edu.
In addition, Adam de Boor and Nels Olson provided many tips and insights
that greatly helped improve the quality and functionality of gperf
.
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gperf
is a perfect hash function generator written in C++. It
transforms an n element user-specified keyword set W into
a perfect hash function F. F uniquely maps keywords in
W onto the range 0..k, where k >= n. If
k = n then F is a {\em minimal perfect hash function.
gperf
generates a 0..k element static lookup table and a
pair of C functions. These functions determine whether a given
character string s occurs in W, using at most one probe
into the lookup table.
gperf
currently generates the reserved keyword recognizer for
lexical analyzers in several production and research compilers and
language processing tools, including GNU C, GNU C++, GNU Pascal, GNU
Modula 3, and GNU indent. Complete C++ source code for gperf
is
available via anonymous ftp from ics.uci.edu. gperf
also is
distributed along with the GNU libg++ library. Finally, a highly
portable, functionally equivalent K\&R C version of gperf
is
archived in comp.sources.unix, volume 20.
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gperf
A static search structure is an Abstract Data Type with certain
fundamental operations, e.g., initialize, insert,
and retrieve. Conceptually, all insertions occur before any
retrievals.\footnote{In practice, gperf
generates a static
array containing search set keywords and any associated attributes
specified by the user. Thus, there is essentially no execution-time
cost for the insertions. It is a useful data structure for
representing static search sets. Static search sets occur
frequently in software system applications. Typical static search
sets include compiler reserved words, assembler instruction opcodes,
and built-in shell interpreter commands. Search set members, called
keywords, are inserted into the structure only once, usually
during program initialization, and are not generally modified at
run-time.
Numerous static search structure implementations exist, e.g., arrays, linked lists, binary search trees, digital search tries, and hash tables. Different approaches offer trade-offs between space utilization and search time efficiency. For example, an $n$ element sorted array is space efficient, though the average-case time complexity for retrieval operations using binary search is proportional to $\log n$. Conversely, hash table implementations often locate a table entry in constant time, but typically impose additional memory overhead and exhibit poor worst case performance \cite{aho, etc..
Minimal perfect hash functions provide an optimal solution for a particular class of static search sets. A minimal perfect hash function is defined by two properties:
For most applications it is far easier to generate perfect hash
functions than minimal perfect hash functions \cite{many bozos.
Moreover, non-minimal perfect hash functions frequently execute faster
than minimal ones in practice \cite{cichelli. This phenomena occurs
since searching a sparse keyword table increases the probability of
locating a “null” entry, thereby reducing string comparisons. {\tt
gperf’s default behavior generates near-minimal perfect hash
functions for keyword sets. However, gperf
provides many
options that permit user control over the degree of minimality and
perfection.
Static search sets often exhibit relative stability over time. For
example, Ada’s 63 reserved words have remained constant for nearly a
decade. It is therefore frequently worthwhile to expend concerted
effort building an optimal search structure once, if it
subsequently receives heavy use multiple times. gperf
removes
the drudgery associated with constructing time- and space-efficient
search structures by hand. It has proven a useful and practical tool
for serious programming projects. Output from gperf
is
currently used in several production and research compilers, including
GNU C, GNU C++, GNU Pascal, and GNU Modula 3.\footnote{The latter two
compilers are not yet part of the official GNU distribution. Each
compiler utilizes gperf
to automatically generate static search
structures that efficiently identify their respective reserved
keywords.
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gperf
3.1 Input Format to gperf | ||
3.2 Output Format for Generated C Code with gperf |
The perfect hash function generator gperf
reads a set of
“keywords” from a keyfile (or from the standard input by
default). It attempts to derive a perfect hashing function that
recognizes a member of the static keyword set with at most a
single probe into the lookup table. If gperf
succeeds in
generating such a function it produces a pair of C source code routines
that perform hashing and table lookup recognition. All generated C code
is directed to the standard output. Command-line options described
below allow you to modify the input and output format to gperf
.
By default, gperf
attempts to produce time-efficient code, with
less emphasis on efficient space utilization. However, several options
exist that permit trading-off execution time for storage space and vice
versa. In particular, expanding the generated table size produces a
sparse search structure, generally yielding faster searches.
Conversely, you can direct gperf
to utilize a C switch
statement scheme that minimizes data space storage size. Furthermore,
using a C switch
may actually speed up the keyword retrieval time
somewhat. Actual results depend on your C compiler, of course.
In general, gperf
assigns values to the characters it is using
for hashing until some set of values gives each keyword a unique value.
A helpful heuristic is that the larger the hash value range, the easier
it is for gperf
to find and generate a perfect hash function.
Experimentation is the key to getting the most from gperf
.
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gperf
You can control the input keyfile format by varying certain command-line
arguments, in particular the ‘-t’ option. The input’s appearance
is similar to GNU utilities flex
and bison
(or UNIX
utilities lex
and yacc
). Here’s an outline of the general
format:
declarations %% keywords %% functions
Unlike flex
or bison
, all sections of gperf
’s input
are optional. The following sections describe the input format for each
section.
3.1.1 struct Declarations and C Code Inclusion | ||
3.1.2 Format for Keyword Entries | ||
3.1.3 Including Additional C Functions |
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struct
Declarations and C Code InclusionThe keyword input file optionally contains a section for including
arbitrary C declarations and definitions, as well as provisions for
providing a user-supplied struct
. If the ‘-t’ option
is enabled, you must provide a C struct
as the last
component in the declaration section from the keyfile file. The first
field in this struct must be a char *
identifier called “name,”
although it is possible to modify this field’s name with the ‘-K’
option described below.
Here is simple example, using months of the year and their attributes as input:
struct months { char *name; int number; int days; int leap_days; }; %% january, 1, 31, 31 february, 2, 28, 29 march, 3, 31, 31 april, 4, 30, 30 may, 5, 31, 31 june, 6, 30, 30 july, 7, 31, 31 august, 8, 31, 31 september, 9, 30, 30 october, 10, 31, 31 november, 11, 30, 30 december, 12, 31, 31
Separating the struct
declaration from the list of key words and
other fields are a pair of consecutive percent signs, %%
,
appearing left justified in the first column, as in the UNIX utility
lex
.
Using a syntax similar to GNU utilities flex
and bison
, it
is possible to directly include C source text and comments verbatim into
the generated output file. This is accomplished by enclosing the region
inside left-justified surrounding %{
, %}
pairs. Here is
an input fragment based on the previous example that illustrates this
feature:
%{ #include <assert.h> /* This section of code is inserted directly into the output. */ int return_month_days (struct months *months, int is_leap_year); %} struct months { char *name; int number; int days; int leap_days; }; %% january, 1, 31, 31 february, 2, 28, 29 march, 3, 31, 31 ...
It is possible to omit the declaration section entirely. In this case the keyfile begins directly with the first keyword line, e.g.:
january, 1, 31, 31 february, 2, 28, 29 march, 3, 31, 31 april, 4, 30, 30 ...
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The second keyfile format section contains lines of keywords and any associated attributes you might supply. A line beginning with ‘#’ in the first column is considered a comment. Everything following the ‘#’ is ignored, up to and including the following newline.
The first field of each non-comment line is always the key itself. It should be given as a simple name, i.e., without surrounding string quotation marks, and be left-justified flush against the first column. In this context, a “field” is considered to extend up to, but not include, the first blank, comma, or newline. Here is a simple example taken from a partial list of C reserved words:
# These are a few C reserved words, see the c.gperf
file
# for a complete list of ANSI C reserved words.
unsigned
sizeof
switch
signed
if
default
for
while
return
Note that unlike flex
or bison
the first %%
marker
may be elided if the declaration section is empty.
Additional fields may optionally follow the leading keyword. Fields
should be separated by commas, and terminate at the end of line. What
these fields mean is entirely up to you; they are used to initialize the
elements of the user-defined struct
provided by you in the
declaration section. If the ‘-t’ option is not enabled
these fields are simply ignored. All previous examples except the last
one contain keyword attributes.
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The optional third section also corresponds closely with conventions
found in flex
and bison
. All text in this section,
starting at the final %%
and extending to the end of the input
file, is included verbatim into the generated output file. Naturally,
it is your responsibility to ensure that the code contained in this
section is valid C.
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gperf
Several options control how the generated C code appears on the standard
output. Two C function are generated. They are called hash
and
in_word_set
, although you may modify the name for
in_word_set
with a command-line option. Both functions require
two arguments, a string, char *
str, and a length
parameter, int
len. Their default function prototypes are
as follows:
static int hash (char *str, int len); int in_word_set (char *str, int len);
By default, the generated hash
function returns an integer value
created by adding len to several user-specified str key
positions indexed into an associated values table stored in a
local static array. The associated values table is constructed
internally by gperf
and later output as a static local C array called
hash_table; its meaning and properties are described below.
See section Implementation Details of GNU gperf
. The relevant key positions are specified via the
‘-k’ option when running gperf
, as detailed in the Options
section below. See section Options to the gperf
Utility.
Two options, ‘-g’ (assume you are compiling with GNU C and its
inline
feature) and ‘-a’ (assume ANSI C-style function
prototypes), alter the content of both the generated hash
and
in_word_set
routines. However, function in_word_set
may
be modified more extensively, in response to your option settings. The
options that affect the in_word_set
structure are:
Have function in_word_set
return a pointer rather than a boolean.
Make use of the user-defined struct
.
Generate 1 or more C switch
statement rather than use a large,
(and potentially sparse) static array. Although the exact time and
space savings of this approach vary according to your C compiler’s
degree of optimization, this method often results in smaller and faster
code.
If the ‘-t’, ‘-S’, and ‘-p’ options are omitted the
default action is to generate a char *
array containing the keys,
together with additional null strings used for padding the array. By
experimenting with the various input and output options, and timing the
resulting C code, you can determine the best option choices for
different keyword set characteristics.
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gperf
UtilityThere are many options to gperf
. They were added to make
the program more convenient for use with real applications. “On-line”
help is readily available via the ‘-h’ option. Other options
include:
Generate ANSI Standard C code using function prototypes. The default is to use “classic” K&R C function declaration syntax.
Generates C code that uses the strncmp
function to perform
string comparisons. The default action is to use strcmp
.
Makes the contents of all generated lookup tables constant, i.e., “readonly.” Many compilers can generate more efficient code for this by putting the tables in readonly memory.
Enables the debugging option. This produces verbose diagnostics to
“standard error” when gperf
is executing. It is useful both for
maintaining the program and for determining whether a given set of
options is actually speeding up the search for a solution. Some useful
information is dumped at the end of the program when the ‘-d’
option is enabled.
Handle keywords whose key position sets hash to duplicate values. Duplicate hash values occur for two reasons:
gperf
does not backtrack it is possible for it to process
all your input keywords without finding a unique mapping for each word.
However, frequently only a very small number of duplicates occur, and
the majority of keys still require one probe into the table.
gperf
treats all these keys as part of
an equivalence class and generates a perfect hash function with multiple
comparisons for duplicate keys. It is up to you to completely
disambiguate the keywords by modifying the generated C code. However,
gperf
helps you out by organizing the output.
Option ‘-D’ is extremely useful for certain large or highly
redundant keyword sets, i.e., assembler instruction opcodes.
Using this option usually means that the generated hash function is no
longer perfect. On the other hand, it permits gperf
to work on keyword
sets that it otherwise could not handle.
Allows the user to provide a string containing delimiters used to separate keywords from their attributes. The default is ",\n". This option is essential if you want to use keywords that have embedded commas or newlines. One useful trick is to use -e’TAB’, where TAB is the literal tab character.
Generate the perfect hash function “fast.” This decreases gperf
’s
running time at the cost of minimizing generated table-size. The
iteration amount represents the number of times to iterate when
resolving a collision. ‘0’ means ‘iterate by the number of keywords.
This option is probably most useful when used in conjunction with options
‘-D’ and/or ‘-S’ for large keyword sets.
Assume a GNU compiler, e.g., g++
or gcc
. This
makes all generated routines use the “inline” keyword to remove the
cost of function calls. Note that ‘-g’ does not imply
‘-a’, since other non-ANSI C compilers may have provisions for a
function inline
feature.
Generate the static table of keywords as a static global variable, rather than hiding it inside of the lookup function (which is the default behavior).
Prints a short summary on the meaning of each program option. Aborts further program execution.
Allows you to specify the name for the generated hash function. Default name is ‘hash.’ This option permits the use of two hash tables in the same file.
Provides an initial value for the associate values array. Default is 0. Increasing the initial value helps inflate the final table size, possibly leading to more time efficient keyword lookups. Note that this option is not particularly useful when ‘-S’ is used. Also, ‘-i’ is overriden when the ‘-r’ option is used.
Affects the “jump value,” i.e., how far to advance the
associated character value upon collisions. Jump value is rounded
up to an odd number, the default is 5. If the jump value is 0 gperf
jumps by random amounts.
Allows selection of the character key positions used in the keywords’ hash function. The allowable choices range between 1-126, inclusive. The positions are separated by commas, e.g., ‘-k 9,4,13,14’; ranges may be used, e.g., ‘-k 2-7’; and positions may occur in any order. Furthermore, the meta-character ’*’ causes the generated hash function to consider all character positions in each key, whereas ’$’ instructs the hash function to use the “final character” of a key (this is the only way to use a character position greater than 126, incidentally).
For instance, the option ‘-k 1,2,4,6-10,'$'’ generates a hash function that considers positions 1,2,4,6,7,8,9,10, plus the last character in each key (which may differ for each key, obviously). Keys with length less than the indicated key positions work properly, since selected key positions exceeding the key length are simply not referenced in the hash function.
By default, the program assumes the structure component identifier for
the keyword is “name.” This option allows an arbitrary choice of
identifier for this component, although it still must occur as the first
field in your supplied struct
.
Compare key lengths before trying a string comparison. This might cut
down on the number of string comparisons made during the lookup, since
keys with different lengths are never compared via strcmp
.
However, using ‘-l’ might greatly increase the size of the
generated C code if the lookup table range is large (which implies that
the switch option ‘-S’ is not enabled), since the length table
contains as many elements as there are entries in the lookup table.
Instructs the generator not to include the length of a keyword when computing its hash value. This may save a few assembly instructions in the generated lookup table.
Allows you to specify the name for the generated lookup function. Default name is ‘in_word_set.’ This option permits completely automatic generation of perfect hash functions, especially when multiple generated hash functions are used in the same application.
Reorders the keywords by sorting the keywords so that frequently
occuring key position set components appear first. A second reordering
pass follows so that keys with “already determined values” are placed
towards the front of the keylist. This may decrease the time required
to generate a perfect hash function for many keyword sets, and also
produce more minimal perfect hash functions. The reason for this is
that the reordering helps prune the search time by handling inevitable
collisions early in the search process. On the other hand, if the
number of keywords is very large using ‘-o’ may
increase gperf
’s execution time, since collisions will begin
earlier and continue throughout the remainder of keyword processing.
See Cichelli’s paper from the January 1980 Communications of the ACM for
details.
Changes the return value of the generated function in_word_set
from boolean (i.e., 0 or 1), to either type “pointer to
user-defined struct,” (if the ‘-t’ option is enabled), or simply
to char *
, if ‘-t’ is not enabled. This option is most
useful when the ‘-t’ option (allowing user-defined structs) is
used. For example, it is possible to automatically generate the GNU C
reserved word lookup routine with the options ‘-p’ and ‘-t’.
Utilizes randomness to initialize the associated values table. This
frequently generates solutions faster than using deterministic
initialization (which starts all associated values at 0). Furthermore,
using the randomization option generally increases the size of the
table. If gperf
has difficultly with a certain keyword set try using
‘-r’ or ‘-D’.
Affects the size of the generated hash table. The numeric argument for this option indicates “how many times larger” the maximum associated value range should be, in relationship to the number of keys. For example, a value of 3 means “allow the maximum associated value to be about 3 times larger than the number of input keys.” If option ‘-S’ is not enabled, the maximum associated value influences the static array table size, and a larger table should decrease the time required for an unsuccessful search, at the expense of extra table space.
The default value is 1, thus the default maximum associated value about
the same size as the number of keys ( for efficiency, the maximum
associated value is always rounded up to a power of 2). The actual
table size may vary somewhat, since this technique is essentially a
heuristic. In particular, setting this value too high slows down
gperf
’s runtime, since it must search through a much larger range of
values. Judicious use of the ‘-f’ option helps alleviate this
overhead, however.
Causes the generated C code to use a switch
statement scheme,
rather than an array lookup table. This can lead to a reduction in both
time and space requirements for some keyfiles. The argument to this
option determines how many switch
statements are generated. A
value of 1 generates 1 switch
containing all the elements, a
value of 2 generates 2 tables with 1/2 the elements in each
switch
, etc. This is useful since many C compilers cannot
correctly generate code for large switch
statements. This option
was inspired in part by Keith Bostic’s original C program.
Allows you to include a struct
type declaration for generated
code. Any text before a pair of consecutive %% is consider part of the
type declaration. Key words and additional fields may follow this, one
group of fields per line. A set of examples for generating perfect hash
tables and functions for Ada, C, and G++, Pascal, and Modula 2 and 3
reserved words are distributed with this release.
Prevents the transfer of the type declaration to the output file. Use this option if the type is already defined elsewhere.
Prints out the current version number.
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gperf
The following are some limitations with the current release of
gperf
:
gperf
utility is tuned to execute quickly, and works quickly
for small to medium size data sets (around 1000 keywords). It is
extremely useful for maintaining perfect hash functions for compiler
keyword sets. Several recent enhancements now enable gperf
to
work efficiently on much larger keyword sets (over 15,000 keywords).
When processing large keyword sets it helps greatly to have over 8 megs
of RAM.
However, since gperf
does not backtrack no guaranteed solution
occurs on every run. On the other hand, it is usually easy to obtain a
solution by varying the option parameters. In particular, try the
‘-r’ option, and also try changing the default arguments to the
‘-s’ and ‘-j’ options. To guarantee a solution, use
the ‘-D’ and ‘-S’ options, although the final results are not
likely to be a perfect hash function anymore! Finally, use the
‘-f’ option if you want gperf
to generate the perfect hash
function fast, with less emphasis on making it minimal.
gperf
uses
alloca in several places. Send mail to schmidt at ics.uci.edu for
information.
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It should be “relatively” easy to replace the current perfect hash function algorithm with a more exhaustive approach; the perfect hash module is essential independent from other program modules. Additional worthwhile improvements include:
switch
option can minimize the data size, at the expense of slightly longer
lookups (note that the gcc compiler generally produces good code for
switch
statements, reducing the need for more complex schemes).
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gperf
A paper describing the high-level description of the data structures and
algorithms used to implement gperf
will soon be available. This
paper is useful not only from a maintenance and enhancement perspective,
but also because they demonstrate several clever and useful programming
techniques, e.g., ‘Iteration Number’ boolean arrays, double
hashing, a “safe” and efficient method for reading arbitrarily long
input from a file, and a provably optimal algorithm for simultaneously
determining both the minimum and maximum elements in a list.
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[1] Chang, C.C.: A Scheme for Constructing Ordered Minimal Perfect Hashing Functions Information Sciences 39(1986), 187-195.
[2] Cichelli, Richard J. Author’s Response to “On Cichelli’s Minimal Perfect Hash Functions Method” Communications of the ACM, 23, 12(December 1980), 729.
[3] Cichelli, Richard J. Minimal Perfect Hash Functions Made Simple Communications of the ACM, 23, 1(January 1980), 17-19.
[4] Cook, C. R. and Oldehoeft, R.R. A Letter Oriented Minimal Perfect Hashing Function SIGPLAN Notices, 17, 9(September 1982), 18-27.
[5] Cormack, G. V. and Horspool, R. N. S. and Kaiserwerth, M. Practical Perfect Hashing Computer Journal, 28, 1(January 1985), 54-58.
[6] Jaeschke, G. Reciprocal Hashing: A Method for Generating Minimal Perfect Hashing Functions Communications of the ACM, 24, 12(December 1981), 829-833.
[7] Jaeschke, G. and Osterburg, G. On Cichelli’s Minimal Perfect Hash Functions Method Communications of the ACM, 23, 12(December 1980), 728-729.
[8] Sager, Thomas J. A Polynomial Time Generator for Minimal Perfect Hash Functions Communications of the ACM, 28, 5(December 1985), 523-532
[9] Sebesta, R.W. and Taylor, M.A. Minimal Perfect Hash Functions for Reserved Word Lists SIGPLAN Notices, 20, 12(September 1985), 47-53.
[10] Sprugnoli, R. Perfect Hashing Functions: A Single Probe Retrieving Method for Static Sets Communications of the ACM, 20 11(November 1977), 841-850.
[11] Stallman, Richard M. Using and Porting GNU CC Free Software Foundation, 1988.
[12] Stroustrup, Bjarne The C++ Programming Language. Addison-Wesley, 1986.
[13] Tiemann, Michael D. User’s Guide to GNU C++ Free Software Foundation, 1989.
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gperf
Utilitygperf
gperf
gperf
Utilitygperf
gperf
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