def test_cache_driver_multiple_fields(test_metas):
docs1 = list(get_documents(0, same_content=True, same_tag_content=False, index_start=0))
docs2 = list(get_documents(0, same_content=True, same_tag_content=False, index_start=0))
filename = 'cache'
test_metas['name'] = filename
driver = MockBaseCacheDriver()
with DocCache(filename, metas=test_metas, fields=(CONTENT_HASH_KEY, 'tags__tag_field')) as executor:
driver.attach(executor=executor, runtime=None)
driver._apply_all(docs1)
with pytest.raises(NotImplementedError):
driver._apply_all(docs2)
assert executor.size == len(docs1)
with BaseExecutor.load(executor.save_abspath) as executor:
driver.attach(executor=executor, runtime=None)
with pytest.raises(NotImplementedError):
driver._apply_all(docs1)
assert executor.size == len(docs1)
# switching order doesn't matter
with DocCache(metas=test_metas, fields=('tags__tag_field', CONTENT_HASH_KEY,)) as executor:
driver.attach(executor=executor, runtime=None)
with pytest.raises(NotImplementedError):
driver._apply_all(docs1)
with pytest.raises(AssertionError):
# TODO(cristian): size should be loaded if there is an existing cache?
assert executor.size == len(docs1)
def test_cache_legacy_field_type(tmp_path, test_metas):
filename = os.path.join(tmp_path, 'DocCache.bin')
doc1 = Document(id=1)
doc1.text = 'blabla'
doc1.update_content_hash()
docs1 = DocumentSet([doc1])
doc2 = Document(id=1)
doc2.text = 'blabla2'
doc2.update_content_hash()
docs2 = DocumentSet([doc2])
doc3 = Document(id=12312)
doc3.text = 'blabla'
doc3.update_content_hash()
docs3 = DocumentSet([doc3])
driver = MockBaseCacheDriver()
with DocCache(filename, metas=test_metas,
field=CONTENT_HASH_KEY) as executor:
driver.attach(executor=executor, runtime=None)
assert executor.fields == [CONTENT_HASH_KEY]
driver._apply_all(docs1)
driver._apply_all(docs2)
assert executor.size == 2
with BaseExecutor.load(executor.save_abspath) as executor:
driver.attach(executor=executor, runtime=None)
assert executor.fields == [CONTENT_HASH_KEY]
with pytest.raises(NotImplementedError):
driver._apply_all(docs3)
def test_cache_driver_from_file(tmpdir, test_metas):
test_metas['name'] = 'cachename'
filename = 'cache'
folder = os.path.join(test_metas["workspace"])
bin_full_path = os.path.join(folder, filename)
docs = list(random_docs(10, embedding=False))
pickle.dump([doc.id for doc in docs], open(f'{bin_full_path}.ids', 'wb'))
pickle.dump([doc.content_hash for doc in docs],
open(f'{bin_full_path}.cache', 'wb'))
driver = MockCacheDriver()
with DocCache(filename, metas=test_metas,
field=CONTENT_HASH_KEY) as executor:
assert not executor.handler_mutex
driver.attach(executor=executor, runtime=None)
with pytest.raises(NotImplementedError):
# duplicate docs
driver._traverse_apply(docs)
# new docs
docs = list(random_docs(10, start_id=100))
driver._traverse_apply(docs)
# check persistence
assert os.path.exists(executor.save_abspath)
def test_cache_driver_from_file(tmpdir, test_metas):
filename = 'cache'
test_metas['name'] = filename
folder = os.path.join(test_metas["workspace"])
bin_full_path = os.path.join(folder, filename)
docs = DocumentSet(list(random_docs(10, embedding=False)))
pickle.dump(
{
doc.id: BaseCacheDriver.hash_doc(doc, ['content_hash'])
for doc in docs
}, open(f'{bin_full_path}.bin.ids', 'wb'))
pickle.dump(
{
BaseCacheDriver.hash_doc(doc, ['content_hash']): doc.id
for doc in docs
}, open(f'{bin_full_path}.bin.cache', 'wb'))
driver = MockCacheDriver()
with DocCache(metas=test_metas, fields=(CONTENT_HASH_KEY, )) as executor:
assert not executor.handler_mutex
driver.attach(executor=executor, runtime=None)
with pytest.raises(NotImplementedError):
# duplicate docs
driver._apply_all(docs)
# new docs
docs = DocumentSet(list(random_docs(10, start_id=100)))
driver._apply_all(docs)
# check persistence
assert os.path.exists(executor.save_abspath)
def test_cache_driver_update(tmpdir, test_metas, field_type, mocker):
driver = MockBaseCacheDriver(method='update', traversal_paths=['r'])
docs = [Document(text=f'doc_{i}') for i in range(5)]
# TODO
[d.update_content_hash() for d in docs]
def validate_delete(self, keys, *args, **kwargs):
assert len(keys) == len(docs)
assert all([k == d.id for k, d in zip(keys, docs)])
def validate_update(self, keys, values, *args, **kwargs):
assert len(keys) == len(docs)
assert len(values) == len(docs)
assert all([k == d.id for k, d in zip(keys, docs)])
if self.fields == CONTENT_HASH_KEY:
assert all([v == d.content_hash for v, d in zip(values, docs)])
elif self.fields == ID_KEY:
assert all([v == d.id for v, d in zip(values, docs)])
with DocCache(tmpdir, metas=test_metas, fields=(field_type, )) as e:
mocker.patch.object(DocCache, 'update', validate_update)
mocker.patch.object(DocCache, 'delete', validate_delete)
driver.attach(executor=e, runtime=None)
driver._apply_all(docs)
def test_cache_driver_delete(tmpdir, test_metas, field_type, mocker):
docs = [Document(text=f'doc_{i}') for i in range(5)]
driver = SimpleDeleteDriver()
def validate_delete(self, keys, *args, **kwargs):
assert len(keys) == len(docs)
assert all([k == d.id for k, d in zip(keys, docs)])
with DocCache(tmpdir, metas=test_metas, fields=(field_type, )) as e:
mocker.patch.object(DocCache, 'delete', validate_delete)
driver.attach(executor=e, runtime=None)
mck = mocker.patch.object(driver, 'runtime', autospec=True)
mck.request.ids = [d.id for d in docs]
driver()
def test_cache_content_driver_same_content(tmpdir, test_metas):
doc1 = Document(id='1')
doc1.text = 'blabla'
doc1.update_content_hash()
docs1 = DocumentSet([doc1])
doc2 = Document(id='2')
doc2.text = 'blabla'
doc2.update_content_hash()
docs2 = DocumentSet([doc2])
assert doc1.content_hash == doc2.content_hash
driver = MockBaseCacheDriver()
with DocCache(tmpdir, metas=test_metas,
fields=(CONTENT_HASH_KEY, )) as executor:
driver.attach(executor=executor, runtime=None)
driver._apply_all(docs1)
with pytest.raises(NotImplementedError):
driver._apply_all(docs2)
assert executor.size == 1
filename = executor.save_abspath
# update
old_doc = Document(id=9999)
old_doc.text = 'blabla'
old_doc.update_content_hash()
new_string = 'blabla-new'
doc1.text = new_string
doc1.update_content_hash()
with BaseExecutor.load(filename) as executor:
executor.update(['1'], [doc1.content_hash])
with BaseExecutor.load(filename) as executor:
assert executor.query(doc1.content_hash) is True
assert executor.query(old_doc.content_hash) is False
# delete
with BaseExecutor.load(filename) as executor:
executor.delete([doc1.id])
with BaseExecutor.load(filename) as executor:
assert executor.query(doc1.content_hash) is False
def test_cache_driver_tmpfile(tmpdir, test_metas):
docs = list(random_docs(10, embedding=False))
driver = MockCacheDriver()
with DocCache(tmpdir, field=ID_KEY, metas=test_metas) as executor:
assert not executor.handler_mutex
driver.attach(executor=executor, runtime=None)
driver._traverse_apply(docs)
with pytest.raises(NotImplementedError):
# duplicate docs
driver._traverse_apply(docs)
# new docs
docs = list(random_docs(10, start_id=100, embedding=False))
driver._traverse_apply(docs)
assert os.path.exists(executor.index_abspath)
def test_cache_driver_twice(tmpdir, test_metas):
docs = DocumentSet(list(random_docs(10)))
driver = MockCacheDriver()
with DocCache(tmpdir, metas=test_metas) as executor:
assert not executor.handler_mutex
driver.attach(executor=executor, runtime=None)
driver._apply_all(docs)
with pytest.raises(NotImplementedError):
# duplicate docs
driver._apply_all(docs)
# new docs
docs = DocumentSet(list(random_docs(10, start_id=100)))
driver._apply_all(docs)
filename = executor.save_abspath
# check persistence
assert os.path.exists(filename)
def test_cache_content_driver_same_id(tmp_path, test_metas):
filename = os.path.join(tmp_path, 'DocCache.bin')
doc1 = Document(id=1)
doc1.text = 'blabla'
doc1.update_content_hash()
docs1 = DocumentSet([doc1])
doc2 = Document(id=1)
doc2.text = 'blabla2'
doc2.update_content_hash()
docs2 = DocumentSet([doc2])
driver = MockBaseCacheDriver()
with DocCache(filename, metas=test_metas, field=CONTENT_HASH_KEY) as executor:
driver.attach(executor=executor, runtime=None)
driver._traverse_apply(docs1)
driver._traverse_apply(docs2)
assert executor.size == 2
