* Update test_packer

This commit is contained in:
Matthew Honnibal 2015-07-20 01:38:29 +02:00
parent fb7202a173
commit f13d5dae91
1 changed files with 38 additions and 11 deletions

View File

@ -1,10 +1,16 @@
from __future__ import unicode_literals
import re
import pytest
import numpy
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
from spacy.serialize.packer import Packer
@ -26,6 +32,7 @@ def get_lex_props(string, prob=-22):
'sentiment': 0
}
@pytest.fixture
def vocab():
vocab = Vocab(get_lex_props=get_lex_props)
@ -37,23 +44,43 @@ def vocab():
return vocab
def test_packer_unannotated(vocab):
packer = Packer(vocab, [(ORTH, [(lex.orth, lex.prob) for lex in vocab]),
(SPACY, [])])
@pytest.fixture
def tokenizer(vocab):
null_re = re.compile(r'!!!!!!!!!')
tokenizer = Tokenizer(vocab, {}, null_re, null_re, null_re)
return tokenizer
ids = [vocab[w].orth for w in 'the dog jumped'.split()]
msg = Doc.from_ids(vocab, ids, [1, 1, 0])
def test_char_packer(vocab):
packer = Packer(vocab, [])
bits = BitArray()
bits.seek(0)
byte_str = b'the dog jumped'
packer.char_codec.encode(byte_str, bits)
bits.seek(0)
result = [b''] * len(byte_str)
packer.char_codec.decode(bits, result)
assert b''.join(result) == byte_str
def test_packer_unannotated(tokenizer):
packer = Packer(tokenizer.vocab, [])
msg = tokenizer(u'the dog jumped')
assert msg.string == 'the dog jumped'
bits = packer.pack(msg)
result = packer.unpack(bits)
assert result.string == 'the dog jumped'
def test_packer_annotated(vocab):
def test_packer_annotated(tokenizer):
vocab = tokenizer.vocab
nn = vocab.strings['NN']
dt = vocab.strings['DT']
vbd = vocab.strings['VBD']
@ -64,8 +91,6 @@ def test_packer_annotated(vocab):
root = vocab.strings['ROOT']
attr_freqs = [
(ORTH, [(lex.orth, lex.prob) for lex in vocab]),
(SPACY, []),
(TAG, [(nn, 0.1), (dt, 0.2), (jj, 0.01), (vbd, 0.05)]),
(DEP, {det: 0.2, nsubj: 0.1, adj: 0.05, root: 0.1}.items()),
(HEAD, {0: 0.05, 1: 0.2, -1: 0.2, -2: 0.1, 2: 0.1}.items())
@ -73,8 +98,8 @@ def test_packer_annotated(vocab):
packer = Packer(vocab, attr_freqs)
ids = [vocab[w].orth for w in 'the dog jumped'.split()]
msg = Doc.from_ids(vocab, ids, [1, 1, 0])
msg = tokenizer(u'the dog jumped')
msg.from_array(
[TAG, DEP, HEAD],
numpy.array([
@ -95,3 +120,5 @@ def test_packer_annotated(vocab):
assert [t.tag_ for t in result] == ['DT', 'NN', 'VBD']
assert [t.dep_ for t in result] == ['det', 'nsubj', 'ROOT']
assert [(t.head.i - t.i) for t in result] == [1, 1, 0]