Only collect info on failed docs when using the bulk_index helper

This commit is contained in:
Honza Kral
2013-10-14 23:33:16 +02:00
parent 64dd28fd8f
commit 4e56b4fbc1
2 changed files with 38 additions and 15 deletions
+15 -14
View File
@@ -27,18 +27,21 @@ def bulk_index(client, docs, chunk_size=500, stats_only=False, **kwargs):
:arg docs: iterator containing the docs
:arg chunk_size: number of docs in one chunk sent to es (default: 500)
:arg stats_only: if `True` only report number of successful/failed
operations
operations instead of just number of successful and a list of error
responses
Any additional keyword arguments will be passed to the bulk API itself.
"""
if stats_only:
success, failed = 0, 0
else:
success, failed = [], []
success, failed = 0, 0
# list of errors to be collected when
errors = []
docs = iter(docs)
while True:
chunk = islice(docs, chunk_size)
bulk_actions = []
ndocs = 0
for d in chunk:
action = {'index': {}}
for key in ('_index', '_parent', '_percolate', '_routing',
@@ -48,25 +51,23 @@ def bulk_index(client, docs, chunk_size=500, stats_only=False, **kwargs):
bulk_actions.append(action)
bulk_actions.append(d.get('_source', d))
ndocs += 1
if not bulk_actions:
return success, failed
return success, failed if stats_only else errors
resp = client.bulk(bulk_actions, **kwargs)
for req, item in zip(bulk_actions[::2], resp['items']):
# TODO: better reporting
ok = item['index' if '_id' in req['index'] else 'create'].get('ok')
if stats_only:
if ok:
success += 1
else:
if not ok:
if stats_only:
failed += 1
else:
if ok:
success.append(item)
else:
failed.append(item)
errors.append(item)
else:
success += 1
def scan(client, query=None, scroll='5m', **kwargs):
"""
+23 -1
View File
@@ -7,7 +7,7 @@ class TestBulkIndex(ElasticTestCase):
docs = [{"answer": x, '_id': x} for x in range(100)]
success, failed = helpers.bulk_index(self.client, docs, index='test-index', doc_type='answers', refresh=True)
self.assertEquals(100, len(success))
self.assertEquals(100, success)
self.assertFalse(failed)
self.assertEquals(100, self.client.count(index='test-index', doc_type='answers')['count'])
self.assertEquals({"answer": 42}, self.client.get(index='test-index', doc_type='answers', id=42)['_source'])
@@ -20,6 +20,28 @@ class TestBulkIndex(ElasticTestCase):
self.assertEquals(0, failed)
self.assertEquals(100, self.client.count(index='test-index', doc_type='answers')['count'])
def test_errors_are_reported_correctly(self):
self.client.indices.create("i",
{
"mappings": {"t": {"properties": {"a": {"type": "integer"}}}},
"settings": {"number_of_shards": 1, "number_of_replicas": 0}
})
self.client.cluster.health(wait_for_status="yellow")
success, failed = helpers.bulk_index(
self.client,
[{"a": 42}, {"a": "c", '_id': 42}],
index="i",
doc_type="t"
)
self.assertEquals(1, success)
self.assertEquals(1, len(failed))
error = failed[0]
self.assertEquals('42', error['index']['_id'])
self.assertEquals('t', error['index']['_type'])
self.assertEquals('i', error['index']['_index'])
self.assertIn('MapperParsingException', error['index']['error'])
def test_errors_are_collected_properly(self):
self.client.indices.create("i",
{