#---------------------------------------------------------------------- # # PerfectHash.pm # Perl module that constructs minimal perfect hash functions # # This code constructs a minimal perfect hash function for the given # set of keys, using an algorithm described in # "An optimal algorithm for generating minimal perfect hash functions" # by Czech, Havas and Majewski in Information Processing Letters, # 43(5):256-264, October 1992. # This implementation is loosely based on NetBSD's "nbperf", # which was written by Joerg Sonnenberger. # # The resulting hash function is perfect in the sense that if the presented # key is one of the original set, it will return the key's index in the set # (in range 0..N-1). However, the caller must still verify the match, # as false positives are possible. Also, the hash function may return # values that are out of range (negative or >= N), due to summing unrelated # hashtable entries. This indicates that the presented key is definitely # not in the set. # # # Portions Copyright (c) 1996-2021, PostgreSQL Global Development Group # Portions Copyright (c) 1994, Regents of the University of California # # src/tools/PerfectHash.pm # #---------------------------------------------------------------------- package PerfectHash; use strict; use warnings; # At runtime, we'll compute two simple hash functions of the input key, # and use them to index into a mapping table. The hash functions are just # multiply-and-add in uint32 arithmetic, with different multipliers and # initial seeds. All the complexity in this module is concerned with # selecting hash parameters that will work and building the mapping table. # We support making case-insensitive hash functions, though this only # works for a strict-ASCII interpretation of case insensitivity, # ie, A-Z maps onto a-z and nothing else. my $case_fold = 0; # # Construct a C function implementing a perfect hash for the given keys. # The C function definition is returned as a string. # # The keys should be passed as an array reference. They can be any set # of Perl strings; it is caller's responsibility that there not be any # duplicates. (Note that the "strings" can be binary data, but hashing # e.g. OIDs has endianness hazards that callers must overcome.) # # The name to use for the function is specified as the second argument. # It will be a global function by default, but the caller may prepend # "static " to the result string if it wants a static function. # # Additional options can be specified as keyword-style arguments: # # case_fold => bool # If specified as true, the hash function is case-insensitive, for the # limited idea of case-insensitivity explained above. # # fixed_key_length => N # If specified, all keys are assumed to have length N bytes, and the # hash function signature will be just "int f(const void *key)" # rather than "int f(const void *key, size_t keylen)". # sub generate_hash_function { my ($keys_ref, $funcname, %options) = @_; # It's not worth passing this around as a parameter; just use a global. $case_fold = $options{case_fold} || 0; # Try different hash function parameters until we find a set that works # for these keys. The multipliers are chosen to be primes that are cheap # to calculate via shift-and-add, so don't change them without care. # (Commonly, random seeds are tried, but we want reproducible results # from this program so we don't do that.) my $hash_mult1 = 257; my $hash_mult2; my $hash_seed1; my $hash_seed2; my @subresult; FIND_PARAMS: foreach (17, 31, 127, 8191) { $hash_mult2 = $_; # "foreach $hash_mult2" doesn't work for ($hash_seed1 = 0; $hash_seed1 < 10; $hash_seed1++) { for ($hash_seed2 = 0; $hash_seed2 < 10; $hash_seed2++) { @subresult = _construct_hash_table( $keys_ref, $hash_mult1, $hash_mult2, $hash_seed1, $hash_seed2); last FIND_PARAMS if @subresult; } } } # Choke if we couldn't find a workable set of parameters. die "failed to generate perfect hash" if !@subresult; # Extract info from _construct_hash_table's result array. my $elemtype = $subresult[0]; my @hashtab = @{ $subresult[1] }; my $nhash = scalar(@hashtab); # OK, construct the hash function definition including the hash table. my $f = ''; $f .= sprintf "int\n"; if (defined $options{fixed_key_length}) { $f .= sprintf "%s(const void *key)\n{\n", $funcname; } else { $f .= sprintf "%s(const void *key, size_t keylen)\n{\n", $funcname; } $f .= sprintf "\tstatic const %s h[%d] = {\n\t\t", $elemtype, $nhash; for (my $i = 0; $i < $nhash; $i++) { # Hash element. $f .= sprintf "%d", $hashtab[$i]; next if ($i == $nhash - 1); # Optional indentation and newline, with eight items per line. $f .= sprintf ",%s", ($i % 8 == 7 ? "\n\t\t" : ' ' x (6 - length($hashtab[$i]))); } $f .= sprintf "\n" if ($nhash % 8 != 0); $f .= sprintf "\t};\n\n"; $f .= sprintf "\tconst unsigned char *k = (const unsigned char *) key;\n"; $f .= sprintf "\tsize_t\t\tkeylen = %d;\n", $options{fixed_key_length} if (defined $options{fixed_key_length}); $f .= sprintf "\tuint32\t\ta = %d;\n", $hash_seed1; $f .= sprintf "\tuint32\t\tb = %d;\n\n", $hash_seed2; $f .= sprintf "\twhile (keylen--)\n\t{\n"; $f .= sprintf "\t\tunsigned char c = *k++"; $f .= sprintf " | 0x20" if $case_fold; # see comment below $f .= sprintf ";\n\n"; $f .= sprintf "\t\ta = a * %d + c;\n", $hash_mult1; $f .= sprintf "\t\tb = b * %d + c;\n", $hash_mult2; $f .= sprintf "\t}\n"; $f .= sprintf "\treturn h[a %% %d] + h[b %% %d];\n", $nhash, $nhash; $f .= sprintf "}\n"; return $f; } # Calculate a hash function as the run-time code will do. # # If we are making a case-insensitive hash function, we implement that # by OR'ing 0x20 into each byte of the key. This correctly transforms # upper-case ASCII into lower-case ASCII, while not changing digits or # dollar signs. (It does change '_', as well as other characters not # likely to appear in keywords; this has little effect on the hash's # ability to discriminate keywords.) sub _calc_hash { my ($key, $mult, $seed) = @_; my $result = $seed; for my $c (split //, $key) { my $cn = ord($c); $cn |= 0x20 if $case_fold; $result = ($result * $mult + $cn) % 4294967296; } return $result; } # Attempt to construct a mapping table for a minimal perfect hash function # for the given keys, using the specified hash parameters. # # Returns an array containing the mapping table element type name as the # first element, and a ref to an array of the table values as the second. # # Returns an empty array on failure; then caller should choose different # hash parameter(s) and try again. sub _construct_hash_table { my ($keys_ref, $hash_mult1, $hash_mult2, $hash_seed1, $hash_seed2) = @_; my @keys = @{$keys_ref}; # This algorithm is based on a graph whose edges correspond to the # keys and whose vertices correspond to entries of the mapping table. # A key's edge links the two vertices whose indexes are the outputs of # the two hash functions for that key. For K keys, the mapping # table must have at least 2*K+1 entries, guaranteeing that there's at # least one unused entry. (In principle, larger mapping tables make it # easier to find a workable hash and increase the number of inputs that # can be rejected due to touching unused hashtable entries. In practice, # neither effect seems strong enough to justify using a larger table.) my $nedges = scalar @keys; # number of edges my $nverts = 2 * $nedges + 1; # number of vertices # However, it would be very bad if $nverts were exactly equal to either # $hash_mult1 or $hash_mult2: effectively, that hash function would be # sensitive to only the last byte of each key. Cases where $nverts is a # multiple of either multiplier likewise lose information. (But $nverts # can't actually divide them, if they've been intelligently chosen as # primes.) We can avoid such problems by adjusting the table size. while ($nverts % $hash_mult1 == 0 || $nverts % $hash_mult2 == 0) { $nverts++; } # Initialize the array of edges. my @E = (); foreach my $kw (@keys) { # Calculate hashes for this key. # The hashes are immediately reduced modulo the mapping table size. my $hash1 = _calc_hash($kw, $hash_mult1, $hash_seed1) % $nverts; my $hash2 = _calc_hash($kw, $hash_mult2, $hash_seed2) % $nverts; # If the two hashes are the same for any key, we have to fail # since this edge would itself form a cycle in the graph. return () if $hash1 == $hash2; # Add the edge for this key. push @E, { left => $hash1, right => $hash2 }; } # Initialize the array of vertices, giving them all empty lists # of associated edges. (The lists will be hashes of edge numbers.) my @V = (); for (my $v = 0; $v < $nverts; $v++) { push @V, { edges => {} }; } # Insert each edge in the lists of edges connected to its vertices. for (my $e = 0; $e < $nedges; $e++) { my $v = $E[$e]{left}; $V[$v]{edges}->{$e} = 1; $v = $E[$e]{right}; $V[$v]{edges}->{$e} = 1; } # Now we attempt to prove the graph acyclic. # A cycle-free graph is either empty or has some vertex of degree 1. # Removing the edge attached to that vertex doesn't change this property, # so doing that repeatedly will reduce the size of the graph. # If the graph is empty at the end of the process, it was acyclic. # We track the order of edge removal so that the next phase can process # them in reverse order of removal. my @output_order = (); # Consider each vertex as a possible starting point for edge-removal. for (my $startv = 0; $startv < $nverts; $startv++) { my $v = $startv; # If vertex v is of degree 1 (i.e. exactly 1 edge connects to it), # remove that edge, and then consider the edge's other vertex to see # if it is now of degree 1. The inner loop repeats until reaching a # vertex not of degree 1. while (scalar(keys(%{ $V[$v]{edges} })) == 1) { # Unlink its only edge. my $e = (keys(%{ $V[$v]{edges} }))[0]; delete($V[$v]{edges}->{$e}); # Unlink the edge from its other vertex, too. my $v2 = $E[$e]{left}; $v2 = $E[$e]{right} if ($v2 == $v); delete($V[$v2]{edges}->{$e}); # Push e onto the front of the output-order list. unshift @output_order, $e; # Consider v2 on next iteration of inner loop. $v = $v2; } } # We succeeded only if all edges were removed from the graph. return () if (scalar(@output_order) != $nedges); # OK, build the hash table of size $nverts. my @hashtab = (0) x $nverts; # We need a "visited" flag array in this step, too. my @visited = (0) x $nverts; # The goal is that for any key, the sum of the hash table entries for # its first and second hash values is the desired output (i.e., the key # number). By assigning hash table values in the selected edge order, # we can guarantee that that's true. This works because the edge first # removed from the graph (and hence last to be visited here) must have # at least one vertex it shared with no other edge; hence it will have at # least one vertex (hashtable entry) still unvisited when we reach it here, # and we can assign that unvisited entry a value that makes the sum come # out as we wish. By induction, the same holds for all the other edges. foreach my $e (@output_order) { my $l = $E[$e]{left}; my $r = $E[$e]{right}; if (!$visited[$l]) { # $hashtab[$r] might be zero, or some previously assigned value. $hashtab[$l] = $e - $hashtab[$r]; } else { die "oops, doubly used hashtab entry" if $visited[$r]; # $hashtab[$l] might be zero, or some previously assigned value. $hashtab[$r] = $e - $hashtab[$l]; } # Now freeze both of these hashtab entries. $visited[$l] = 1; $visited[$r] = 1; } # Detect range of values needed in hash table. my $hmin = $nedges; my $hmax = 0; for (my $v = 0; $v < $nverts; $v++) { $hmin = $hashtab[$v] if $hashtab[$v] < $hmin; $hmax = $hashtab[$v] if $hashtab[$v] > $hmax; } # Choose width of hashtable entries. In addition to the actual values, # we need to be able to store a flag for unused entries, and we wish to # have the property that adding any other entry value to the flag gives # an out-of-range result (>= $nedges). my $elemtype; my $unused_flag; if ( $hmin >= -0x7F && $hmax <= 0x7F && $hmin + 0x7F >= $nedges) { # int8 will work $elemtype = 'int8'; $unused_flag = 0x7F; } elsif ($hmin >= -0x7FFF && $hmax <= 0x7FFF && $hmin + 0x7FFF >= $nedges) { # int16 will work $elemtype = 'int16'; $unused_flag = 0x7FFF; } elsif ($hmin >= -0x7FFFFFFF && $hmax <= 0x7FFFFFFF && $hmin + 0x3FFFFFFF >= $nedges) { # int32 will work $elemtype = 'int32'; $unused_flag = 0x3FFFFFFF; } else { die "hash table values too wide"; } # Set any unvisited hashtable entries to $unused_flag. for (my $v = 0; $v < $nverts; $v++) { $hashtab[$v] = $unused_flag if !$visited[$v]; } return ($elemtype, \@hashtab); } 1;