From c8db76e3e16cd2b842bc4f992cc0ec716248d068 Mon Sep 17 00:00:00 2001 From: Matthew Honnibal Date: Sat, 13 Sep 2014 02:02:41 +0200 Subject: [PATCH] * Add initial work on simple hash table --- spacy/_hashing.pxd | 18 ++++++++++++++++ spacy/_hashing.pyx | 51 ++++++++++++++++++++++++++++++++++++++++++++++ 2 files changed, 69 insertions(+) create mode 100644 spacy/_hashing.pxd create mode 100644 spacy/_hashing.pyx diff --git a/spacy/_hashing.pxd b/spacy/_hashing.pxd new file mode 100644 index 000000000..a7448a639 --- /dev/null +++ b/spacy/_hashing.pxd @@ -0,0 +1,18 @@ +ctypedef key_t size_t +ctypedef val_t size_t + + +cdef struct Cell: + key_t key + val_t value + + +cdef class PointerHash: + cdef size_t size + cdef size_t filled + cdef Cell* cells + + cdef size_t find_slot(self, key_t key) + cdef Cell* lookup(self, key_t key) + cdef void insert(self, key_t key) + cdef void resize(self, size_t new_size) diff --git a/spacy/_hashing.pyx b/spacy/_hashing.pyx new file mode 100644 index 000000000..4c0637478 --- /dev/null +++ b/spacy/_hashing.pyx @@ -0,0 +1,51 @@ +cdef class PointerHash: + def __cinit__(self, size_t initial_size=8): + self.size = initial_size + self.filled = 0 + # Size must be power of two + assert self.size & (self.size - 1) == 0 + self.cells = calloc(self.size, sizeof(Cell)) + + def __dealloc__(self): + free(self.cells) + + def __getitem__(self, key_t key): + cdef Cell* cell = self.lookup(key) + return cell.value if cell.key != 0 else None + + def __setitem__(self, key_t key, val_t value): + self.insert(key, value + + cdef size_t find_slot(self, key_t key): + cdef size_t i = key % self.size + while self.cells[i].key != 0 and self.cells[i].key != key: + i = (i + 1) % self.size + return i + + cdef Cell* lookup(self, key_t key): + cdef size_t i = self.find_slot(key) + return &self.cells[i] + + cdef void insert(self, key_t key, val_t value): + cdef size_t i = self.find_slot(key) + if self.cells[i].key == 0: + self.cells[i].key = key + self.filled += 1 + self.cells[i].value = value + if (self.filled + 1) * 4 >= (self.size * 3): + self.resize(self.size * 2) + + cdef void resize(self, size_t new_size): + assert new_size & (new_size - 1)) == 0 # Must be a power of 2 + assert self.filled * 4 <= new_size * 3 + + self.size = new_size + + cdef Cell* old_cells = self.cells + cdef size_t old_size = self.size + + self.size = new_size + self.cells = calloc(new_size, sizeof(Cell)) + + for i in range(old_size): + self.insert(self.cells[i].key, self.cells[i].value)