spaCy/website/docs/api/stringstore.md

title	tag	source
StringStore	class	spacy/strings.pyx

Look up strings by 64-bit hashes. As of v2.0, spaCy uses hash values instead of integer IDs. This ensures that strings always map to the same ID, even from different StringStores.

StringStore.__init__

Create the StringStore.

Example

from spacy.strings import StringStore
stringstore = StringStore(["apple", "orange"])

Name	Type	Description
strings	iterable	A sequence of strings to add to the store.
RETURNS	StringStore	The newly constructed object.

StringStore.__len__

Get the number of strings in the store.

Example

stringstore = StringStore(["apple", "orange"])
assert len(stringstore) == 2

Name	Type	Description
RETURNS	int	The number of strings in the store.

StringStore.__getitem__

Retrieve a string from a given hash, or vice versa.

Example

stringstore = StringStore(["apple", "orange"])
apple_hash = stringstore["apple"]
assert apple_hash == 8566208034543834098
assert stringstore[apple_hash] == "apple"

Name	Type	Description
string_or_id	bytes, str or uint64	The value to encode.
RETURNS	str or int	The value to be retrieved.

StringStore.__contains__

Check whether a string is in the store.

Example

stringstore = StringStore(["apple", "orange"])
assert "apple" in stringstore
assert not "cherry" in stringstore

Name	Type	Description
string	str	The string to check.
RETURNS	bool	Whether the store contains the string.

StringStore.__iter__

Iterate over the strings in the store, in order. Note that a newly initialized store will always include an empty string '' at position 0.

Example

stringstore = StringStore(["apple", "orange"])
all_strings = [s for s in stringstore]
assert all_strings == ["apple", "orange"]

Name	Type	Description
YIELDS	str	A string in the store.

StringStore.add

Add a string to the StringStore.

Example

stringstore = StringStore(["apple", "orange"])
banana_hash = stringstore.add("banana")
assert len(stringstore) == 3
assert banana_hash == 2525716904149915114
assert stringstore[banana_hash] == "banana"
assert stringstore["banana"] == banana_hash

Name	Type	Description
string	str	The string to add.
RETURNS	uint64	The string's hash value.

StringStore.to_disk

Save the current state to a directory.

Example

stringstore.to_disk("/path/to/strings")

Name	Type	Description
path	str / Path	A path to a directory, which will be created if it doesn't exist. Paths may be either strings or Path-like objects.

StringStore.from_disk

Loads state from a directory. Modifies the object in place and returns it.

Example

from spacy.strings import StringStore
stringstore = StringStore().from_disk("/path/to/strings")

Name	Type	Description
path	str / Path	A path to a directory. Paths may be either strings or Path-like objects.
RETURNS	StringStore	The modified StringStore object.

StringStore.to_bytes

Serialize the current state to a binary string.

Example

store_bytes = stringstore.to_bytes()

Name	Type	Description
RETURNS	bytes	The serialized form of the StringStore object.

StringStore.from_bytes

Load state from a binary string.

Example

fron spacy.strings import StringStore
store_bytes = stringstore.to_bytes()
new_store = StringStore().from_bytes(store_bytes)

Name	Type	Description
bytes_data	bytes	The data to load from.
RETURNS	StringStore	The StringStore object.

Utilities

strings.hash_string

Get a 64-bit hash for a given string.

Example

from spacy.strings import hash_string
assert hash_string("apple") == 8566208034543834098

Name	Type	Description
string	str	The string to hash.
RETURNS	uint64	The hash.