def test_add_callback_with_size(self):
docs = self.rand_docs.get_docs(5)
index = IndexQ(test_config['indexqbase'], 'testq', size=1)
temp = []
def cb(path):
temp.append(path)
t = index.add(docs[0], callback=cb)
t = index.add(docs[1], callback=cb, finalize=True)
self.assertTrue(t in temp)
def test_complete_compress_basic(self):
log = logging.getLogger()
index = IndexQ(test_config['indexqbase'], 'testq', size = 1, log = log,
compress=True)
for item in self.docs[1:10]:
index.add(item, finalize=True)
files = []
for item in index.get_all_as_list():
files.append(index.complete(item))
[self.assertTrue(os.path.exists(x)) for x in files]
def test_add_callback_with_size(self):
docs = self.rand_docs.get_docs(5)
index = IndexQ(test_config['indexqbase'], 'testq', size=1)
temp = []
def cb(path):
temp.append(path)
t = index.add(docs[0], callback=cb)
t = index.add(docs[1], callback=cb, finalize=True)
self.assertTrue(t in temp)
def test_buffer_list_75m_dump_early(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
doc = index.add(self.docs)
[buff.append(x) for x in self.docs]
if doc > 40000000:
doc = index.add(finalize=True)
if type(doc) is str:
break
self.check_file_contents(doc,buff)
os.remove(doc)
def test_complete_dir_rotate(self):
log = logging.getLogger()
rotate_func = lambda: '{}/{}/{}'.format(dt.now().year, dt.now().month, dt.now().day)
index = IndexQ(test_config['indexqbase'], 'testq', size = 1, log = log,
rotate_complete = rotate_func)
dir_set = rotate_func()
docs = self.rand_docs.get_docs(69)
for item in self.docs[1:10]:
index.add(item, finalize=True)
files = []
for item in index.get_all_as_list():
files.append(index.complete(item))
[self.assertTrue(os.path.exists(x)) for x in files]
def test_buffer_list_75m_dump_early(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
doc = index.add(self.docs)
[buff.append(x) for x in self.docs]
if doc > 40000000:
doc = index.add(finalize=True)
if type(doc) is str:
break
self.check_file_contents(doc, buff)
os.remove(doc)
def test_complete_compress_basic(self):
log = logging.getLogger()
index = IndexQ(test_config['indexqbase'],
'testq',
size=1,
log=log,
compress=True)
for item in self.docs[1:10]:
index.add(item, finalize=True)
files = []
for item in index.get_all_as_list():
files.append(index.complete(item))
[self.assertTrue(os.path.exists(x)) for x in files]
def test_thread_pool_mid(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(5000)
threads = 5
index = IndexQ(test_config['indexqbase'],'testq', size = 1)
with ThreadPool(threads) as p:
p.map(index.add, docs)
index.add(finalize=True)
d = index.get_all_json_from_indexq()
self.assertEqual(sorted(d, key=lambda x: x['id']), sorted(docs, key=lambda x: x['id']))
def test_thread_pool_mid(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(5000)
threads = 5
index = IndexQ(test_config['indexqbase'], 'testq', size=1)
with ThreadPool(threads) as p:
p.map(index.add, docs)
index.add(finalize=True)
d = index.get_all_json_from_indexq()
self.assertEqual(sorted(d, key=lambda x: x['id']),
sorted(docs, key=lambda x: x['id']))
def test_add_string(self):
index = IndexQ(test_config['indexqbase'], 'testq')
string_test = 'asd'
doc = index.add(string_test)
with open(doc) as f:
doc_data = f.read()
self.assertEqual(string_test, doc_data)
def test_add_string(self):
index = IndexQ(test_config['indexqbase'], 'testq')
string_test = 'asd'
doc = index.add(string_test)
with open(doc) as f:
doc_data = f.read()
self.assertEqual(string_test, doc_data)
def test_index_dynamic_collections_basic_1(self):
index = IndexQ(test_config['indexqbase'], 'testq')
solr = SolrClient(test_config['SOLR_SERVER'],
devel=True,
auth=test_config['SOLR_CREDENTIALS'])
if index._is_locked():
index._unlock()
self.assertEqual(index.get_all_as_list(), [])
# Set up mock for indexing
temp = {}
def mock(temp, coll, docs):
temp[coll] = docs
return True
todo_file = index.add([
{
'type': '1',
'data': '1'
},
{
'type': '1',
'data': '2'
},
{
'type': '1',
'data': '3'
},
{
'type': '2',
'data': '4'
},
{
'type': '3',
'data': '5'
},
],
finalize=True)
runner_wrap = index._wrap_dynamic(partial(mock, temp),
lambda x: x['type'], todo_file)
self.assertTrue(runner_wrap)
self.assertEqual(json.loads(temp['3']), [{"data": "5", "type": "3"}])
self.assertEqual(json.loads(temp['2']), [{'type': '2', 'data': '4'}])
self.assertEqual(
sorted(json.loads(temp['1']), key=lambda x: x['data']),
sorted([{
'type': '1',
'data': '1'
}, {
'type': '1',
'data': '2'
}, {
'type': '1',
'data': '3'
}],
key=lambda x: x['data']))
self.assertFalse(
index.get_all_as_list()) # Make sure item is completed
def test_complete_compress_basic_re_indexing(self):
log = logging.getLogger()
solr = SolrClient(test_config['SOLR_SERVER'],
devel=True,
auth=test_config['SOLR_CREDENTIALS'])
index = IndexQ(test_config['indexqbase'], 'testq', size = 1, log = log,
compress=True)
solr.delete_doc_by_id(test_config['SOLR_COLLECTION'], '*')
for item in self.docs[1:10]:
index.add(item, finalize=True)
index.index(solr, test_config['SOLR_COLLECTION'])
# At this point items are indexed and are moved into the done directory
# Lets re-index them to make sure all json got properly encoded
files = index.get_all_as_list('_done_dir')
for f in index.get_all_as_list('_done_dir'):
shutil.move(f, index._todo_dir)
index.index(solr, test_config['SOLR_COLLECTION'])
self.assertEqual(files, index.get_all_as_list('_done_dir'))
def test_complete_dir_rotate(self):
log = logging.getLogger()
rotate_func = lambda: '{}/{}/{}'.format(dt.now().year,
dt.now().month,
dt.now().day)
index = IndexQ(test_config['indexqbase'],
'testq',
size=1,
log=log,
rotate_complete=rotate_func)
dir_set = rotate_func()
docs = self.rand_docs.get_docs(69)
for item in self.docs[1:10]:
index.add(item, finalize=True)
files = []
for item in index.get_all_as_list():
files.append(index.complete(item))
[self.assertTrue(os.path.exists(x)) for x in files]
def test_thread_pool_high(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(25000)
index = IndexQ(test_config['indexqbase'], 'testq', size=.1, devel=True)
for dir in ['_todo_dir', '_done_dir']:
[os.remove(x) for x in index.get_all_as_list(dir=dir)]
threads = 25
with ThreadPool(threads) as p:
p.map(index.add, docs)
index.add(finalize=True)
d = index.get_all_json_from_indexq()
self.assertEqual(len(d), len(docs))
self.assertEqual(sorted(d, key=lambda x: x['id']),
sorted(docs, key=lambda x: x['id']))
def test_thread_pool_low(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(5)
threads = 5
index = IndexQ(test_config['indexqbase'],'testq', size = 1)
with ThreadPool(threads) as p:
p.map(index.add, docs)
self.check_file_contents(index.add(finalize=True), docs)
def test_thread_pool_low(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(5)
threads = 5
index = IndexQ(test_config['indexqbase'], 'testq', size=1)
with ThreadPool(threads) as p:
p.map(index.add, docs)
self.check_file_contents(index.add(finalize=True), docs)
def test_thread_pool_high(self):
'''
Index data using multiple threads.
Verity that each thread
'''
docs = self.rand_docs.get_docs(25000)
index = IndexQ(test_config['indexqbase'],
'testq',
size=.1,
devel=True)
for dir in ['_todo_dir', '_done_dir']:
[os.remove(x) for x in index.get_all_as_list(dir=dir)]
threads = 25
with ThreadPool(threads) as p:
p.map(index.add, docs)
index.add(finalize=True)
d = index.get_all_json_from_indexq()
self.assertEqual(len(d), len(docs))
self.assertEqual(sorted(d, key=lambda x: x['id']),
sorted(docs, key=lambda x: x['id']))
def test_complete_compress_basic_re_indexing(self):
log = logging.getLogger()
solr = SolrClient(test_config['SOLR_SERVER'],
devel=True,
auth=test_config['SOLR_CREDENTIALS'])
index = IndexQ(test_config['indexqbase'],
'testq',
size=1,
log=log,
compress=True)
solr.delete_doc_by_id(test_config['SOLR_COLLECTION'], '*')
for item in self.docs[1:10]:
index.add(item, finalize=True)
index.index(solr, test_config['SOLR_COLLECTION'])
# At this point items are indexed and are moved into the done directory
# Lets re-index them to make sure all json got properly encoded
files = index.get_all_as_list('_done_dir')
for f in index.get_all_as_list('_done_dir'):
shutil.move(f, index._todo_dir)
index.index(solr, test_config['SOLR_COLLECTION'])
self.assertEqual(files, index.get_all_as_list('_done_dir'))
def test_buffer_list_75m(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
doc = index.add(self.docs)
[buff.append(x) for x in self.docs]
if type(doc) is str:
break
self.check_file_contents(doc,buff)
self.assertLessEqual(os.path.getsize(doc),size*1000000)
self.assertGreaterEqual(os.path.getsize(doc), size*1000000*.90)
os.remove(doc)
def test_index_bad_data(self):
index = IndexQ(test_config['indexqbase'], 'testq')
solr = SolrClient(test_config['SOLR_SERVER'], devel=True, auth=test_config['SOLR_CREDENTIALS'])
if index._is_locked():
index._unlock()
self.assertEqual(index.get_all_as_list(),[])
solr.delete_doc_by_id(test_config['SOLR_COLLECTION'],'*')
todo_file = index.add({'date':'asd'}, finalize=True)
self.assertEqual(index.get_all_as_list()[0],todo_file)
with self.assertRaises(SolrError):
index.index(solr,test_config['SOLR_COLLECTION'])
self.assertEqual(index.get_all_as_list()[0],todo_file)
self.assertFalse(index._is_locked())
def test_buffer_list_75m(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
doc = index.add(self.docs)
[buff.append(x) for x in self.docs]
if type(doc) is str:
break
self.check_file_contents(doc, buff)
self.assertLessEqual(os.path.getsize(doc), size * 1000000)
self.assertGreaterEqual(os.path.getsize(doc), size * 1000000 * .90)
os.remove(doc)
def test_index_multiproc(self):
index = IndexQ(test_config['indexqbase'], 'testq')
solr = SolrClient(test_config['SOLR_SERVER'], devel=True, auth=test_config['SOLR_CREDENTIALS'])
solr.delete_doc_by_id(test_config['SOLR_COLLECTION'],'*')
buff = []
files = []
for doc in self.docs:
files.append(index.add(doc, finalize=True))
index.index(solr,test_config['SOLR_COLLECTION'],threads=10)
solr.commit(test_config['SOLR_COLLECTION'],openSearcher=True)
for doc in self.docs:
res = solr.query(test_config['SOLR_COLLECTION'],{'q':'id:{}'.format(doc['id'])})
self.assertTrue(res.get_results_count()==1)
def test_by_get_all_default_compression(self):
size = 1
files = 2
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs, finalize=True)
docs.append(doc)
sleep(1)
index = IndexQ(test_config['indexqbase'], 'testq', mode='out')
indexdocs = index.get_all_as_list()
self.assertEqual(docs, indexdocs)
[os.remove(doc) for doc in docs]
def test_by_get_all_default_compression(self):
size = 1
files = 2
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
docs.append(doc)
sleep(1)
index = IndexQ(test_config['indexqbase'], 'testq', mode='out')
indexdocs = index.get_all_as_list()
self.assertEqual(docs,indexdocs)
[os.remove(doc) for doc in docs]
def test_buffer_dict_75m(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
item = random.choice(self.docs)
doc = index.add(item)
buff.append(item)
if type(doc) is str:
break
self.check_file_contents(doc, buff)
self.assertLessEqual(os.path.getsize(doc), size * 1000000)
self.assertGreaterEqual(os.path.getsize(doc), size * 1000000 * .90)
os.remove(doc)
def test_buffer_dict_75m(self):
size = 75
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
while True:
item = random.choice(self.docs)
doc = index.add(item)
buff.append(item)
if type(doc) is str:
break
self.check_file_contents(doc,buff)
self.assertLessEqual(os.path.getsize(doc), size * 1000000)
self.assertGreaterEqual(os.path.getsize(doc), size * 1000000 * .90)
os.remove(doc)
def test_dequeue(self):
size = 1
files = 2
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq')
indexdocs = []
for x in index.get_todo_items():
indexdocs.append(x)
self.assertEqual(docs,indexdocs)
[os.remove(doc) for doc in docs]
def test_index_dynamic_collections_indexing_error_partial(self):
index = IndexQ(test_config['indexqbase'], 'testq')
solr = SolrClient(test_config['SOLR_SERVER'],
devel=True,
auth=test_config['SOLR_CREDENTIALS'])
if index._is_locked():
index._unlock()
self.assertEqual(index.get_all_as_list(), [])
#Set up mock for indexing
temp = {}
def mock(temp, coll, docs):
if json.loads(docs)[0]['type'] == '1':
raise KeyError()
else:
temp[coll] = docs
return True
todo_file = index.add([
{
'type': '1',
'data': '1'
},
{
'type': '1',
'data': '2'
},
{
'type': '1',
'data': '3'
},
{
'type': '2',
'data': '4'
},
{
'type': '3',
'data': '5'
},
],
finalize=True)
runner_wrap = index._wrap_dynamic(partial(mock, temp),
lambda x: x['type'], todo_file)
self.assertFalse(runner_wrap)
def test_dequeue_100(self):
size = 1
files = 100
rdocs = self.rand_docs.get_docs(500)
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for dir in ['_todo_dir','_done_dir']:
[os.remove(x) for x in index.get_all_as_list(dir=dir)]
for _ in range(files):
doc = index.add(rdocs,finalize=True)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq')
indexdocs = []
for x in index.get_todo_items():
indexdocs.append(x)
self.assertEqual(docs,indexdocs)
[os.remove(doc) for doc in docs]
def test_locking(self):
'''
Working on this one, it doesn't lock properly
'''
files = 5
index = IndexQ(test_config['indexqbase'], 'testq')
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq', mode='out',devel=True)
x = index.get_todo_items()
self.assertTrue(os.path.exists(index._lck))
with self.assertRaises(RuntimeError) as a:
new_index = IndexQ(test_config['indexqbase'], 'testq', mode='out')
y = new_index.get_todo_items()
[index.complete(i) for i in x]
self.assertFalse(os.path.exists(index._lck))
def test_locking(self):
'''
Working on this one, it doesn't lock properly
'''
files = 5
index = IndexQ(test_config['indexqbase'], 'testq')
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq', mode='out',devel=True)
x = index.get_todo_items()
self.assertTrue(os.path.exists(index._lck))
with self.assertRaises(RuntimeError) as a:
new_index = IndexQ(test_config['indexqbase'], 'testq', mode='out')
y = new_index.get_todo_items()
[index.complete(i) for i in x]
self.assertFalse(os.path.exists(index._lck))
def test_index_dynamic_collections_func_basic_error_1(self):
index = IndexQ(test_config['indexqbase'], 'testq')
solr = SolrClient(test_config['SOLR_SERVER'],
devel=True,
auth=test_config['SOLR_CREDENTIALS'])
if index._is_locked():
index._unlock()
self.assertEqual(index.get_all_as_list(), [])
#Set up mock for indexing
temp = {}
def mock(temp, coll, docs):
temp[coll] = docs
todo_file = index.add([
{
'type': '1',
'data': '1'
},
{
'type': '1',
'data': '2'
},
{
'type': '1',
'data': '3'
},
{
'type': '2',
'data': '4'
},
{
'type': '3',
'data': '5'
},
],
finalize=True)
with self.assertRaises(KeyError):
index._wrap_dynamic(partial(mock, temp), lambda x: x['asdasdasd'],
todo_file)
def test_dequeue_and_complete_no_compression_5(self):
size = 1
files = 5
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
sleep(1)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq', compress=False)
indexdocs = []
for x in index.get_todo_items():
indexdocs.append(x)
index.complete(x)
self.assertEqual(docs,indexdocs)
finaldocnames = [os.path.split(x)[-1] for x in indexdocs]
donefilepaths = [os.path.join(index._done_dir,x) for x in finaldocnames]
for x in donefilepaths:
self.assertTrue(os.path.exists(x))
[os.remove(doc) for doc in donefilepaths]
def test_dequeue_and_complete_no_compression_5(self):
size = 1
files = 5
index = IndexQ(test_config['indexqbase'], 'testq', size=size)
buff = []
docs = []
for _ in range(files):
doc = index.add(self.docs,finalize=True)
sleep(1)
docs.append(doc)
index = IndexQ(test_config['indexqbase'], 'testq', compress=False)
indexdocs = []
for x in index.get_todo_items():
indexdocs.append(x)
index.complete(x)
self.assertEqual(docs,indexdocs)
finaldocnames = [os.path.split(x)[-1] for x in indexdocs]
donefilepaths = [os.path.join(index._done_dir,x) for x in finaldocnames]
for x in donefilepaths:
self.assertTrue(os.path.exists(x))
[os.remove(doc) for doc in donefilepaths]
def test_add_good_dict_zero_size(self):
index = IndexQ(test_config['indexqbase'], 'testq', compress=True)
doc = index.add(self.docs[0])
# Sending docs as list because that is how json is stored
self.check_file_contents(doc, [self.docs[0]])
def test_add_good_list_zero_size_compressed(self):
index = IndexQ(test_config['indexqbase'], 'testq', compress=True)
doc = index.add(self.docs[0:20])
self.check_file_contents(doc, self.docs[0:20])
def test_add_int(self):
index = IndexQ(test_config['indexqbase'], 'testq')
with self.assertRaises(ValueError):
index.add(1)
def test_add_bad_list(self):
index = IndexQ(test_config['indexqbase'], 'testq')
with self.assertRaises(ValueError):
index.add([{}, {}, [], {}])
def test_add_int(self):
index = IndexQ(test_config['indexqbase'], 'testq')
with self.assertRaises(ValueError):
index.add(1)
def test_add_good_list_zero_size_compressed(self):
index = IndexQ(test_config['indexqbase'], 'testq', compress=True)
doc = index.add(self.docs[0:20])
self.check_file_contents(doc, self.docs[0:20])
def test_add_bad_list(self):
index = IndexQ(test_config['indexqbase'], 'testq')
with self.assertRaises(ValueError):
index.add([{}, {}, [], {}])
def test_add_good_dict_zero_size(self):
index = IndexQ(test_config['indexqbase'], 'testq', compress=True)
doc = index.add(self.docs[0])
# Sending docs as list because that is how json is stored
self.check_file_contents(doc, [self.docs[0]])
