access model via sputnik

requirements.txt

@@ -10,4 +10,4 @@ plac
 six
 ujson
 cloudpickle
-sputnik == 0.5.2
+sputnik == 0.6.0

setup.py

@@ -179,7 +179,7 @@ def run_setup(exts):
         license="MIT",
         install_requires=['numpy', 'murmurhash == 0.24', 'cymem == 1.30', 'preshed == 0.44',
                           'thinc == 4.0.0', "text_unidecode", 'plac', 'six',
-                          'ujson', 'cloudpickle', 'sputnik == 0.5.2'],
+                          'ujson', 'cloudpickle', 'sputnik == 0.6.0'],
         setup_requires=["headers_workaround"],
         cmdclass = {'build_ext': build_ext_subclass },
     )

spacy/de/__init__.py

@@ -6,6 +6,4 @@ from ..language import Language
 
 
 class German(Language):
-    @classmethod
+    pass
-    def default_data_dir(cls):
-        return path.join(path.dirname(__file__), 'data')

spacy/en/__init__.py

@@ -4,8 +4,6 @@ from os import path
 
 from ..language import Language
 
-LOCAL_DATA_DIR = path.join(path.dirname(__file__), 'data')
-
 
 # improved list from Stone, Denis, Kwantes (2010)
 STOPWORDS = """
@@ -35,10 +33,6 @@ your yours yourself yourselves
 STOPWORDS = set(w for w in STOPWORDS.split() if w)
 
 class English(Language):
-    @classmethod
-    def default_data_dir(cls):
-        return LOCAL_DATA_DIR
-
     @staticmethod
     def is_stop(string):
         return 1 if string.lower() in STOPWORDS else 0

spacy/fi/__init__.py

@@ -6,6 +6,4 @@ from ..language import Language
 
 
 class Finnish(Language):
-    @classmethod
+    pass
-    def default_data_dir(cls):
-        return path.join(path.dirname(__file__), 'data')

spacy/it/__init__.py

@@ -6,6 +6,4 @@ from ..language import Language
 
 
 class Italian(Language):
-    @classmethod
+    pass
-    def default_data_dir(cls):
-        return path.join(path.dirname(__file__), 'data')

spacy/language.py

@@ -20,6 +20,7 @@ from .syntax.ner import BiluoPushDown
 from .syntax.arc_eager import ArcEager
 
 from .attrs import TAG, DEP, ENT_IOB, ENT_TYPE, HEAD
+from .util import default_package
 
 
 class Language(object):
@@ -100,7 +101,7 @@ class Language(object):
         return 0
 
     @classmethod
-    def default_lex_attrs(cls, data_dir=None):
+    def default_lex_attrs(cls):
         return {
             attrs.LOWER: cls.lower,
             attrs.NORM: cls.norm,
@@ -134,73 +135,42 @@ class Language(object):
         return {0: {'PER': True, 'LOC': True, 'ORG': True, 'MISC': True}}
 
     @classmethod
-    def default_data_dir(cls):
+    def default_vocab(cls, package=None, get_lex_attr=None):
-        return path.join(path.dirname(__file__), 'data')
+        if package is None:
-
+            package = default_package()
-    @classmethod
-    def default_vocab(cls, data_dir=None, get_lex_attr=None):
-        if data_dir is None:
-            data_dir = cls.default_data_dir()
         if get_lex_attr is None:
-            get_lex_attr = cls.default_lex_attrs(data_dir)
+            get_lex_attr = cls.default_lex_attrs()
-        return Vocab.from_dir(
+        return Vocab.from_package(package, get_lex_attr=get_lex_attr)
-                path.join(data_dir, 'vocab'),
-                get_lex_attr=get_lex_attr)
 
     @classmethod
-    def default_tokenizer(cls, vocab, data_dir):
+    def default_parser(cls, package, vocab):
-        if path.exists(data_dir):
+        data_dir = package.dir_path('data', 'deps')
-            return Tokenizer.from_dir(vocab, data_dir)
-        else:
-            return Tokenizer(vocab, {}, None, None, None)
-
-    @classmethod
-    def default_tagger(cls, vocab, data_dir):
-        if path.exists(data_dir):
-            return Tagger.from_dir(data_dir, vocab)
-        else:
-            return None
-
-    @classmethod
-    def default_parser(cls, vocab, data_dir):
-        if path.exists(data_dir):
         return Parser.from_dir(data_dir, vocab.strings, ArcEager)
-        else:
-            return None
 
     @classmethod
-    def default_entity(cls, vocab, data_dir):
+    def default_entity(cls, package, vocab):
-        if path.exists(data_dir):
+        data_dir = package.dir_path('data', 'ner')
         return Parser.from_dir(data_dir, vocab.strings, BiluoPushDown)
-        else:
-            return None
 
-    @classmethod
+    def __init__(self, package=None, vocab=None, tokenizer=None, tagger=None,
-    def default_matcher(cls, vocab, data_dir):
-        if path.exists(data_dir):
-            return Matcher.from_dir(data_dir, vocab)
-        else:
-            return None
-
-    def __init__(self, data_dir=None, vocab=None, tokenizer=None, tagger=None,
                  parser=None, entity=None, matcher=None, serializer=None,
                  load_vectors=True):
         if load_vectors is not True:
             warn("load_vectors is deprecated", DeprecationWarning)
-        if data_dir in (None, True):
+        if package in (None, True):
-            data_dir = self.default_data_dir()
+            package = default_package()
         if vocab in (None, True):
-            vocab = self.default_vocab(data_dir)
+            vocab = self.default_vocab(package)
         if tokenizer in (None, True):
-            tokenizer = self.default_tokenizer(vocab, data_dir=path.join(data_dir, 'tokenizer'))
+            tokenizer = Tokenizer.from_package(package, vocab)
         if tagger in (None, True):
-            tagger = self.default_tagger(vocab, data_dir=path.join(data_dir, 'pos'))
+            tagger = Tagger.from_package(package, vocab)
         if entity in (None, True):
-            entity = self.default_entity(vocab, data_dir=path.join(data_dir, 'ner'))
+            entity = self.default_entity(package, vocab)
         if parser in (None, True):
-            parser = self.default_parser(vocab, data_dir=path.join(data_dir, 'deps'))
+            parser = self.default_parser(package, vocab)
         if matcher in (None, True):
-            matcher = self.default_matcher(vocab, data_dir=data_dir)
+            matcher = Matcher.from_package(package, vocab)
         self.vocab = vocab
         self.tokenizer = tokenizer
         self.tagger = tagger

spacy/lemmatizer.py

@@ -12,16 +12,21 @@ from .parts_of_speech import NOUN, VERB, ADJ, PUNCT
 
 class Lemmatizer(object):
     @classmethod
-    def from_dir(cls, data_dir):
+    def from_package(cls, package):
         index = {}
         exc = {}
         for pos in ['adj', 'noun', 'verb']:
-            index[pos] = read_index(path.join(data_dir, 'wordnet', 'index.%s' % pos))
+            index[pos] = package.load_utf8(read_index,
-            exc[pos] = read_exc(path.join(data_dir, 'wordnet', '%s.exc' % pos))
+                'data', 'wordnet', 'index.%s' % pos,
-        if path.exists(path.join(data_dir, 'vocab', 'lemma_rules.json')):
+                default=set())  # TODO: really optional?
-            rules = json.load(codecs.open(path.join(data_dir, 'vocab', 'lemma_rules.json'), encoding='utf_8'))
+            exc[pos] = package.load_utf8(read_exc,
-        else:
+                'data', 'wordnet', '%s.exc' % pos,
-            rules = {}
+                default={})  # TODO: really optional?
+
+        rules = package.load_utf8(json.load,
+            'data', 'vocab', 'lemma_rules.json',
+            default={})  # TODO: really optional?
+
         return cls(index, exc, rules)
 
     def __init__(self, index, exceptions, rules):
@@ -70,11 +75,9 @@ def lemmatize(string, index, exceptions, rules):
     return set(forms)
 
 
-def read_index(loc):
+def read_index(fileobj):
     index = set()
-    if not path.exists(loc):
+    for line in fileobj:
-        return index
-    for line in codecs.open(loc, 'r', 'utf8'):
         if line.startswith(' '):
             continue
         pieces = line.split()
@@ -84,11 +87,9 @@ def read_index(loc):
     return index
 
 
-def read_exc(loc):
+def read_exc(fileobj):
     exceptions = {}
-    if not path.exists(loc):
+    for line in fileobj:
-        return exceptions
-    for line in codecs.open(loc, 'r', 'utf8'):
         if line.startswith(' '):
             continue
         pieces = line.split()

spacy/matcher.pyx

@@ -169,14 +169,11 @@ cdef class Matcher:
     cdef object _patterns
 
     @classmethod
-    def from_dir(cls, data_dir, Vocab vocab):
+    def from_package(cls, package, Vocab vocab):
-        patterns_loc = path.join(data_dir, 'vocab', 'gazetteer.json')
+        patterns = package.load_utf8(json.load,
-        if path.exists(patterns_loc):
+            'data', 'vocab', 'gazetteer.json',
-            patterns_data = open(patterns_loc).read()
+            default={})  # TODO: really optional?
-            patterns = json.loads(patterns_data)
         return cls(vocab, patterns)
-        else:
-            return cls(vocab, {})
 
     def __init__(self, vocab, patterns):
         self.vocab = vocab

spacy/tagger.pyx

@@ -146,15 +146,17 @@ cdef class Tagger:
         return cls(vocab, model)
 
     @classmethod
-    def from_dir(cls, data_dir, vocab):
+    def from_package(cls, package, vocab):
-        if path.exists(path.join(data_dir, 'templates.json')):
+        # TODO: templates.json deprecated? not present in latest package
-            templates = json.loads(open(path.join(data_dir, 'templates.json')))
+        templates = package.load_utf8(json.load,
-        else:
+            'data', 'pos', 'templates.json',
-            templates = cls.default_templates()
+            default=cls.default_templates())
+
         model = TaggerModel(vocab.morphology.n_tags,
             ConjunctionExtracter(N_CONTEXT_FIELDS, templates))
-        if path.exists(path.join(data_dir, 'model')):
+
-            model.load(path.join(data_dir, 'model'))
+        model.load(package.file_path('data', 'pos', 'model', require=False))  # TODO: really optional?
+
         return cls(vocab, model)
 
     def __init__(self, Vocab vocab, TaggerModel model):

spacy/tests/conftest.py

@@ -1,12 +1,11 @@
+from spacy.en import English
+
 import pytest
-from spacy.en import English, LOCAL_DATA_DIR
-import os
 
 
 @pytest.fixture(scope="session")
 def EN():
-    data_dir = os.environ.get('SPACY_DATA', LOCAL_DATA_DIR)
+    return English()
-    return English(data_dir=data_dir)
 
 
 def pytest_addoption(parser):

spacy/tests/serialize/test_packer.py

@@ -10,7 +10,6 @@ from spacy.en import English
 from spacy.vocab import Vocab
 from spacy.tokens.doc import Doc
 from spacy.tokenizer import Tokenizer
-from spacy.en import LOCAL_DATA_DIR
 from os import path
 
 from spacy.attrs import ORTH, SPACY, TAG, DEP, HEAD

spacy/tests/spans/conftest.py

@@ -1,9 +1,8 @@
 import pytest
-from spacy.en import English, LOCAL_DATA_DIR
+from spacy.en import English
 import os
 
 
 @pytest.fixture(scope="session")
 def en_nlp():
-    data_dir = os.environ.get('SPACY_DATA', LOCAL_DATA_DIR)
+    return English()
-    return English(data_dir=data_dir)

spacy/tests/tagger/test_lemmatizer.py

@@ -4,31 +4,33 @@ import io
 import pickle
 
 from spacy.lemmatizer import Lemmatizer, read_index, read_exc
-from spacy.en import LOCAL_DATA_DIR
+from spacy.util import default_package
-from os import path
 
 import pytest
 
 
-def test_read_index():
+@pytest.fixture
-    wn = path.join(LOCAL_DATA_DIR, 'wordnet')
+def package():
-    index = read_index(path.join(wn, 'index.noun'))
+    return default_package()
+
+
+@pytest.fixture
+def lemmatizer(package):
+    return Lemmatizer.from_package(package)
+
+
+def test_read_index(package):
+    index = package.load_utf8(read_index, 'data', 'wordnet', 'index.noun')
     assert 'man' in index
     assert 'plantes' not in index
     assert 'plant' in index
 
 
-def test_read_exc():
+def test_read_exc(package):
-    wn = path.join(LOCAL_DATA_DIR, 'wordnet')
+    exc = package.load_utf8(read_exc, 'data', 'wordnet', 'verb.exc')
-    exc = read_exc(path.join(wn, 'verb.exc'))
     assert exc['was'] == ('be',)
 
 
-@pytest.fixture
-def lemmatizer():
-    return Lemmatizer.from_dir(path.join(LOCAL_DATA_DIR))
-
-
 def test_noun_lemmas(lemmatizer):
     do = lemmatizer.noun
 

spacy/tests/tokens/test_token_references.py

@@ -2,16 +2,15 @@ from __future__ import unicode_literals
 import pytest
 import gc
 
-from spacy.en import English, LOCAL_DATA_DIR
+from spacy.en import English
 import os
 
-data_dir = os.environ.get('SPACY_DATA', LOCAL_DATA_DIR)
 # Let this have its own instances, as we have to be careful about memory here
 # that's the point, after all
 
 @pytest.mark.models
 def get_orphan_token(text, i):
-    nlp = English(data_dir=data_dir)
+    nlp = English()
     tokens = nlp(text)
     gc.collect()
     token = tokens[i]
@@ -41,7 +40,7 @@ def _orphan_from_list(toks):
 @pytest.mark.models
 def test_list_orphans():
     # Test case from NSchrading
-    nlp = English(data_dir=data_dir)
+    nlp = English()
     samples = ["a", "test blah wat okay"]
     lst = []
     for sample in samples:

spacy/tests/website/conftest.py

@@ -5,9 +5,8 @@ import os
 
 @pytest.fixture(scope='session')
 def nlp():
-    from spacy.en import English, LOCAL_DATA_DIR
+    from spacy.en import English
-    data_dir = os.environ.get('SPACY_DATA', LOCAL_DATA_DIR)
+    return English()
-    return English(data_dir=data_dir)
 
 
 @pytest.fixture()

spacy/tests/website/test_home.py

@@ -10,9 +10,8 @@ def token(doc):
 
 
 def test_load_resources_and_process_text():
-    from spacy.en import English, LOCAL_DATA_DIR
+    from spacy.en import English
-    data_dir = os.environ.get('SPACY_DATA', LOCAL_DATA_DIR)
+    nlp = English()
-    nlp = English(data_dir=data_dir)
     doc = nlp('Hello, world. Here are two sentences.')
 
 

spacy/tokenizer.pyx

@@ -41,8 +41,8 @@ cdef class Tokenizer:
         return (self.__class__, args, None, None)
 
     @classmethod
-    def from_dir(cls, Vocab vocab, data_dir):
+    def from_package(cls, package, Vocab vocab):
-        rules, prefix_re, suffix_re, infix_re = read_lang_data(data_dir)
+        rules, prefix_re, suffix_re, infix_re = read_lang_data(package)
         prefix_re = re.compile(prefix_re)
         suffix_re = re.compile(suffix_re)
         infix_re = re.compile(infix_re)

spacy/util.py

@@ -1,10 +1,23 @@
-from os import path
+import os
 import io
 import json
 import re
+
+from sputnik import Sputnik
+
 from .attrs import TAG, HEAD, DEP, ENT_IOB, ENT_TYPE
 
-DATA_DIR = path.join(path.dirname(__file__), '..', 'data')
+
+def default_package():
+    if os.environ.get('SPACY_DATA'):
+        data_path = os.environ.get('SPACY_DATA')
+    else:
+        data_path = os.path.abspath(
+            os.path.join(os.path.dirname(__file__), 'data'))
+
+    sputnik = Sputnik('spacy', '0.99.0')  # TODO: retrieve version
+    pool = sputnik.pool(data_path)
+    return pool.get('en_default')
 
 
 def normalize_slice(length, start, stop, step=None):
@@ -31,67 +44,63 @@ def utf8open(loc, mode='r'):
     return io.open(loc, mode, encoding='utf8')
 
 
-def read_lang_data(data_dir):
+def read_lang_data(package):
-    with open(path.join(data_dir, 'specials.json')) as file_:
+    tokenization = package.load_utf8(json.load, 'data', 'tokenizer', 'specials.json')
-        tokenization = json.load(file_)
+    prefix = package.load_utf8(read_prefix, 'data', 'tokenizer', 'prefix.txt')
-    prefix = read_prefix(data_dir)
+    suffix = package.load_utf8(read_suffix, 'data', 'tokenizer', 'suffix.txt')
-    suffix = read_suffix(data_dir)
+    infix = package.load_utf8(read_infix, 'data', 'tokenizer', 'infix.txt')
-    infix = read_infix(data_dir)
     return tokenization, prefix, suffix, infix
 
 
-def read_prefix(data_dir):
+def read_prefix(fileobj):
-    with  utf8open(path.join(data_dir, 'prefix.txt')) as file_:
+    entries = fileobj.read().split('\n')
-        entries = file_.read().split('\n')
     expression = '|'.join(['^' + re.escape(piece) for piece in entries if piece.strip()])
     return expression
 
 
-def read_suffix(data_dir):
+def read_suffix(fileobj):
-    with utf8open(path.join(data_dir, 'suffix.txt')) as file_:
+    entries = fileobj.read().split('\n')
-        entries = file_.read().split('\n')
     expression = '|'.join([piece + '$' for piece in entries if piece.strip()])
     return expression
 
 
-def read_infix(data_dir):
+def read_infix(fileobj):
-    with utf8open(path.join(data_dir, 'infix.txt')) as file_:
+    entries = fileobj.read().split('\n')
-        entries = file_.read().split('\n')
     expression = '|'.join([piece for piece in entries if piece.strip()])
     return expression
 
 
-def read_tokenization(lang):
+# def read_tokenization(lang):
-    loc = path.join(DATA_DIR, lang, 'tokenization')
+#     loc = path.join(DATA_DIR, lang, 'tokenization')
-    entries = []
+#     entries = []
-    seen = set()
+#     seen = set()
-    with utf8open(loc) as file_:
+#     with utf8open(loc) as file_:
-        for line in file_:
+#         for line in file_:
-            line = line.strip()
+#             line = line.strip()
-            if line.startswith('#'):
+#             if line.startswith('#'):
-                continue
+#                 continue
-            if not line:
+#             if not line:
-                continue
+#                 continue
-            pieces = line.split()
+#             pieces = line.split()
-            chunk = pieces.pop(0)
+#             chunk = pieces.pop(0)
-            assert chunk not in seen, chunk
+#             assert chunk not in seen, chunk
-            seen.add(chunk)
+#             seen.add(chunk)
-            entries.append((chunk, list(pieces)))
+#             entries.append((chunk, list(pieces)))
-            if chunk[0].isalpha() and chunk[0].islower():
+#             if chunk[0].isalpha() and chunk[0].islower():
-                chunk = chunk[0].title() + chunk[1:]
+#                 chunk = chunk[0].title() + chunk[1:]
-                pieces[0] = pieces[0][0].title() + pieces[0][1:]
+#                 pieces[0] = pieces[0][0].title() + pieces[0][1:]
-                seen.add(chunk)
+#                 seen.add(chunk)
-                entries.append((chunk, pieces))
+#                 entries.append((chunk, pieces))
-    return entries
+#     return entries
 
 
-def read_detoken_rules(lang): # Deprecated?
+# def read_detoken_rules(lang): # Deprecated?
-    loc = path.join(DATA_DIR, lang, 'detokenize')
+#     loc = path.join(DATA_DIR, lang, 'detokenize')
-    entries = []
+#     entries = []
-    with utf8open(loc) as file_:
+#     with utf8open(loc) as file_:
-        for line in file_:
+#         for line in file_:
-            entries.append(line.strip())
+#             entries.append(line.strip())
-    return entries
+#     return entries
 
 
 def align_tokens(ref, indices): # Deprecated, surely?

spacy/vocab.pyx

@@ -47,28 +47,27 @@ cdef class Vocab:
     '''A map container for a language's LexemeC structs.
     '''
     @classmethod
-    def from_dir(cls, data_dir, get_lex_attr=None):
+    def from_package(cls, package, get_lex_attr=None):
-        if not path.exists(data_dir):
+        tag_map = package.load_utf8(json.load,
-            raise IOError("Directory %s not found -- cannot load Vocab." % data_dir)
+            'data', 'vocab', 'tag_map.json')
-        if not path.isdir(data_dir):
+
-            raise IOError("Path %s is a file, not a dir -- cannot load Vocab." % data_dir)
+        lemmatizer = Lemmatizer.from_package(package)
+
+        serializer_freqs = package.load_utf8(json.load,
+            'data', 'vocab', 'serializer.json',
+            require=False)  # TODO: really optional?
 
-        tag_map = json.load(open(path.join(data_dir, 'tag_map.json')))
-        lemmatizer = Lemmatizer.from_dir(path.join(data_dir, '..'))
-        if path.exists(path.join(data_dir, 'serializer.json')):
-            serializer_freqs = json.load(open(path.join(data_dir, 'serializer.json')))
-        else:
-            serializer_freqs = None
         cdef Vocab self = cls(get_lex_attr=get_lex_attr, tag_map=tag_map,
                               lemmatizer=lemmatizer, serializer_freqs=serializer_freqs)
 
-        if path.exists(path.join(data_dir, 'strings.json')):
+        if package.has_file('data', 'vocab', 'strings.json'):  # TODO: really optional?
-            with io.open(path.join(data_dir, 'strings.json'), 'r', encoding='utf8') as file_:
+            package.load_utf8(self.strings.load, 'data', 'vocab', 'strings.json')
-                self.strings.load(file_)
+            self.load_lexemes(package.file_path('data', 'vocab', 'lexemes.bin'))
-            self.load_lexemes(path.join(data_dir, 'lexemes.bin'))
+
+        if package.has_file('data', 'vocab', 'vec.bin'):  # TODO: really optional?
+            self.vectors_length = self.load_vectors_from_bin_loc(
+                package.file_path('data', 'vocab', 'vec.bin'))
 
-        if path.exists(path.join(data_dir, 'vec.bin')):
-            self.vectors_length = self.load_vectors_from_bin_loc(path.join(data_dir, 'vec.bin'))
         return self
 
     def __init__(self, get_lex_attr=None, tag_map=None, lemmatizer=None, serializer_freqs=None):