refactor: change batch_size to request_size

cli/autocomplete.py

@@ -35,8 +35,8 @@ def _gaa(key, parser):
     'commands': ['--help', '--version', '--version-full', 'hello-world', 'pod', 'flow', 'gateway', 'ping', 'check',
                  'hub', 'pea', 'log', 'client', 'export-api'], 'completions': {
         'hello-world': ['--help', '--workdir', '--download-proxy', '--shards', '--parallel', '--uses-index',
-                        '--index-data-url', '--index-labels-url', '--index-batch-size', '--uses-query',
-                        '--query-data-url', '--query-labels-url', '--query-batch-size', '--num-query', '--top-k'],
+                        '--index-data-url', '--index-labels-url', '--index-request-size', '--uses-query',
+                        '--query-data-url', '--query-labels-url', '--query-request-size', '--num-query', '--top-k'],
         'pod': ['--help', '--name', '--log-config', '--identity', '--log-id', '--show-exc-info', '--port-ctrl',
                 '--ctrl-with-ipc', '--timeout-ctrl', '--ssh-server', '--ssh-keyfile', '--ssh-password', '--uses',
                 '--py-modules', '--port-in', '--port-out', '--host-in', '--host-out', '--socket-in', '--socket-out',
@@ -76,6 +76,6 @@ def _gaa(key, parser):
                 '--host', '--port-expose', '--daemon', '--runtime-backend', '--runtime', '--runtime-cls',
                 '--timeout-ready', '--env', '--expose-public', '--pea-id', '--pea-role'],
         'log': ['--help', '--groupby-regex', '--refresh-time'],
-        'client': ['--help', '--batch-size', '--mode', '--top-k', '--mime-type', '--continue-on-error',
+        'client': ['--help', '--request-size', '--mode', '--top-k', '--mime-type', '--continue-on-error',
                    '--return-results', '--max-message-size', '--proxy', '--prefetch', '--prefetch-on-recv', '--restful',
                    '--rest-api', '--host', '--port-expose'], 'export-api': ['--help', '--yaml-path', '--json-path']}}

jina/clients/base.py

@@ -135,7 +135,7 @@ async def _get_results(self,
                                       on_always=on_always,
                                       continue_on_error=self.args.continue_on_error,
                                       logger=self.logger)
-                        p_bar.update(self.args.batch_size)
+                        p_bar.update(self.args.request_size)
         except KeyboardInterrupt:
             self.logger.warning('user cancel the process')
         except grpc.aio._call.AioRpcError as rpc_ex:

jina/clients/request.py

@@ -42,7 +42,7 @@ def _build_doc_from_content():
 
 
 def _generate(data: GeneratorSourceType,
-              batch_size: int = 0,
+              request_size: int = 0,
               mode: RequestType = RequestType.INDEX,
               mime_type: str = None,
               queryset: Union[AcceptQueryLangType, Iterator[AcceptQueryLangType]] = None,
@@ -55,10 +55,10 @@ def _generate(data: GeneratorSourceType,
     :return:
     """
 
-    _kwargs = dict(mime_type=mime_type, length=batch_size, weight=1.0)
+    _kwargs = dict(mime_type=mime_type, length=request_size, weight=1.0)
 
     try:
-        for batch in batch_iterator(data, batch_size):
+        for batch in batch_iterator(data, request_size):
             req = Request()
             req.request_type = str(mode)
             for content in batch:
@@ -89,10 +89,12 @@ def index(*args, **kwargs):
     """Generate a indexing request"""
     yield from _generate(*args, **kwargs)
 
+
 def update(*args, **kwargs):
     """Generate a update request"""
     yield from _generate(*args, **kwargs)
 
+
 def delete(*args, **kwargs):
     """Generate a delete request"""
     yield from _generate(*args, **kwargs)

jina/clients/websockets.py

@@ -73,7 +73,7 @@ async def send_requests(request_iterator):
                                       on_always=on_always,
                                       continue_on_error=self.args.continue_on_error,
                                       logger=self.logger)
-                        p_bar.update(self.args.batch_size)
+                        p_bar.update(self.args.request_size)
                         if self.args.return_results:
                             result.append(response)
                         self.num_responses += 1

jina/helloworld/__init__.py

@@ -62,7 +62,7 @@ def hello_world(args):
     # run it!
     with f:
         f.index(index_generator(num_docs=targets['index']['data'].shape[0], target=targets),
-                batch_size=args.index_batch_size)
+                request_size=args.index_request_size)
 
     # wait for couple of seconds
     countdown(8, reason=colored('behold! im going to switch to query mode', 'cyan',
@@ -75,7 +75,7 @@ def hello_world(args):
         f.search(query_generator(num_docs=args.num_query, target=targets, with_groundtruth=True),
                  shuffle=True,
                  on_done=print_result,
-                 batch_size=args.query_batch_size,
+                 request_size=args.query_request_size,
                  top_k=args.top_k)
 
     # write result to html

jina/optimizers/flow_runner.py

@@ -14,23 +14,23 @@ def __init__(
         self,
         flow_yaml: str,
         documents: Iterator,
-        batch_size: int,
+        request_size: int,
         task: str,  # this can be only index or search as it is used to call the flow API
         callback: Optional = None,
         overwrite_workspace: bool = False,
     ):
         """
         :param flow_yaml: path to flow yaml
         :param documents: iterator with list or generator for getting the documents
-        :param batch_size: batch size used in the flow
+        :param request_size: request size used in the flow
         :param task: task of the flow which can be `index` or `search`
         :param callback: callback to be passed to the flow's `on_done`
         :param overwrite_workspace: overwrite workspace created by the flow
         """
         self.flow_yaml = flow_yaml
         # TODO: Make changes for working with doc generator (Pratik, before v1.0)
         self.documents = documents if type(documents) == list else list(documents)
-        self.batch_size = batch_size
+        self.request_size = request_size
         if task in ('index', 'search'):
             self.task = task
         else:
@@ -73,7 +73,7 @@ def run(
         with Flow.load_config(self.flow_yaml, context=trial_parameters) as f:
             getattr(f, self.task)(
                 self.documents,
-                batch_size=self.batch_size,
+                request_size=self.request_size,
                 on_done=self.callback,
                 **kwargs,
             )

jina/parsers/client.py

@@ -5,7 +5,8 @@
 def mixin_client_cli_parser(parser):
     gp = add_arg_group(parser, title='Client')
 
-    gp.add_argument('--batch-size', type=int, default=100,
+    # TODO (Joan): Remove `--batch-size` alias whenever the examples and documentations are updated
+    gp.add_argument('--request-size', '--batch-size', type=int, default=100,
                     help='the number of documents in each request')
     gp.add_argument('--mode', choices=list(RequestType), type=RequestType.from_string,
                     # required=True,
@@ -17,4 +18,4 @@ def mixin_client_cli_parser(parser):
     gp.add_argument('--continue-on-error', action='store_true', default=False,
                     help='if to continue on all requests when callback function throws an error')
     gp.add_argument('--return-results', action='store_true', default=False,
-                     help='if to return all results as a list')
+                    help='if to return all results as a list')

jina/parsers/flow.py

@@ -1,7 +1,5 @@
 import argparse
 
-from pkg_resources import resource_filename
-
 from .base import set_base_parser
 from .helper import _SHOW_ALL_ARGS
 from ..enums import FlowOutputType, FlowOptimizeLevel, FlowInspectType

jina/parsers/helloworld.py

@@ -33,9 +33,10 @@ def set_hw_parser(parser=None):
     gp.add_argument('--index-labels-url', type=str,
                     default='http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/train-labels-idx1-ubyte.gz',
                     help='the url of index labels data (should be in idx3-ubyte.gz format)')
-    gp.add_argument('--index-batch-size', type=int,
+    gp.add_argument('--index-request-size', type=int,
                     default=1024,
-                    help='the batch size in indexing')
+                    help='the request size in indexing (the maximum number of documents that will be included in a '
+                         'Request before sending it)')
 
     gp = add_arg_group(parser, title='Search')
     gp.add_argument('--uses-query', type=str,
@@ -47,9 +48,10 @@ def set_hw_parser(parser=None):
     gp.add_argument('--query-labels-url', type=str,
                     default='http://fashion-mnist.s3-website.eu-central-1.amazonaws.com/t10k-labels-idx1-ubyte.gz',
                     help='the url of query labels data (should be in idx3-ubyte.gz format)')
-    gp.add_argument('--query-batch-size', type=int,
+    gp.add_argument('--query-request-size', type=int,
                     default=32,
-                    help='the batch size in searching')
+                    help='the request size in searching (the maximum number of documents that will be included in a '
+                         'Request before sending it)')
     gp.add_argument('--num-query', type=int, default=128,
                     help='number of queries to visualize')
     gp.add_argument('--top-k', type=int, default=50,

jina/peapods/runtimes/asyncio/grpc/async_call.py

@@ -56,7 +56,7 @@ async def prefetch_req(num_req, fetch_to):
 
             with TimeContext(f'prefetching {self.args.prefetch} requests', self.logger):
                 self.logger.warning('if this takes too long, you may want to take smaller "--prefetch" or '
-                                    'ask client to reduce "--batch-size"')
+                                    'ask client to reduce "--request-size"')
                 is_req_empty = await prefetch_req(self.args.prefetch, prefetch_task)
                 if is_req_empty and not prefetch_task:
                     self.logger.error('receive an empty stream from the client! '

tests/integration/encode_driver_batching/test_encode_driver_batching.py

@@ -82,18 +82,18 @@ def document_generator(num_docs, num_chunks, num_chunks_chunks):
         yield doc
 
 
-@pytest.mark.parametrize('request_batch_size', [8, 16, 32])
+@pytest.mark.parametrize('request_size', [8, 16, 32])
 @pytest.mark.parametrize('driver_batch_size', [3, 4, 13])
-def test_encode_driver_batching(request_batch_size, driver_batch_size, tmpdir):
+def test_encode_driver_batching(request_size, driver_batch_size, tmpdir):
     num_docs = 137
     num_chunks = 0
     num_chunks_chunks = 0
 
-    num_requests = int(num_docs / request_batch_size)
-    num_docs_last_req_batch = num_docs % (num_requests * request_batch_size)
+    num_requests = int(num_docs / request_size)
+    num_docs_last_req_batch = num_docs % (num_requests * request_size)
 
     def validate_response(resp):
-        valid_resp_length = (len(resp.search.docs) == request_batch_size) or (
+        valid_resp_length = (len(resp.search.docs) == request_size) or (
                     len(resp.search.docs) == num_docs_last_req_batch)
         assert valid_resp_length
         for doc in resp.search.docs:
@@ -103,7 +103,7 @@ def fail_if_error(resp):
         assert False
 
     encoder = MockEncoder(driver_batch_size=driver_batch_size,
-                          num_docs_in_same_request=request_batch_size,
+                          num_docs_in_same_request=request_size,
                           total_num_docs=num_docs)
 
     driver = EncodeDriver(batch_size=driver_batch_size,
@@ -117,23 +117,23 @@ def fail_if_error(resp):
 
     with Flow().add(uses=executor_yml_file) as f:
         f.search(input_fn=document_generator(num_docs, num_chunks, num_chunks_chunks),
-                 batch_size=request_batch_size,
+                 request_size=request_size,
                  on_done=validate_response,
                  on_error=fail_if_error)
 
 
-@pytest.mark.parametrize('request_batch_size', [8, 16, 32])
-@pytest.mark.parametrize('driver_batch_size', [8, 32, 64])
+@pytest.mark.parametrize('request_size', [8, 16, 32])
+@pytest.mark.parametrize('driver_batch_size', [3, 4, 13])
 @pytest.mark.parametrize('num_chunks', [2, 8])
 @pytest.mark.parametrize('num_chunks_chunks', [2, 8])
-def test_encode_driver_batching_with_chunks(request_batch_size, driver_batch_size, num_chunks, num_chunks_chunks,
+def test_encode_driver_batching_with_chunks(request_size, driver_batch_size, num_chunks, num_chunks_chunks,
                                             tmpdir):
-    num_docs = 128
-    num_requests = int(num_docs / request_batch_size)
-    num_docs_last_req_batch = num_docs % (num_requests * request_batch_size)
+    num_docs = 137
+    num_requests = int(num_docs / request_size)
+    num_docs_last_req_batch = num_docs % (num_requests * request_size)
 
     def validate_response(resp):
-        valid_resp_length = (len(resp.search.docs) == request_batch_size) or (
+        valid_resp_length = (len(resp.search.docs) == request_size) or (
                     len(resp.search.docs) == num_docs_last_req_batch)
         assert valid_resp_length
         for doc in resp.search.docs:
@@ -147,7 +147,7 @@ def fail_if_error(resp):
         assert False
 
     encoder = MockEncoder(driver_batch_size=driver_batch_size,
-                          num_docs_in_same_request=request_batch_size + request_batch_size*num_chunks + request_batch_size*num_chunks*num_chunks_chunks,
+                          num_docs_in_same_request=request_size + request_size*num_chunks + request_size*num_chunks*num_chunks_chunks,
                           total_num_docs=num_docs + num_docs*num_chunks + num_docs*num_chunks*num_chunks_chunks)
 
     driver = EncodeDriver(batch_size=driver_batch_size,
@@ -161,6 +161,6 @@ def fail_if_error(resp):
 
     with Flow().add(uses=executor_yml_file) as f:
         f.search(input_fn=document_generator(num_docs, num_chunks, num_chunks_chunks),
-                 batch_size=request_batch_size,
+                 request_size=request_size,
                  on_done=validate_response,
                  on_error=fail_if_error)

tests/integration/evaluation/test_evaluation_from_file.py

@@ -73,7 +73,7 @@ def test_evaluation_from_file(random_workspace, index_groundtruth, evaluate_docs
     monkeypatch.setenv("RESTFUL", restful)
 
     with Flow.load_config(index_yaml) as index_gt_flow:
-        index_gt_flow.index(input_fn=index_groundtruth, batch_size=10)
+        index_gt_flow.index(input_fn=index_groundtruth, request_size=10)
 
     m = mocker.Mock()
 

tests/integration/gateway_non_blocking/test_gateway_non_blocking.py

@@ -24,7 +24,7 @@ def fill_responses(resp):
     with Flow().load_config(os.path.join(cur_dir, 'flow.yml')) as f:
         f.search(input_fn=data,
                  on_done=fill_responses,
-                 batch_size=1,
+                 request_size=1,
                  callback_on='body')
 
     del os.environ['JINA_NON_BLOCKING_PARALLEL']

tests/integration/optimizers/test_optimizer.py

@@ -19,7 +19,7 @@ def document_generator(num_doc):
     eval_flow_runner = FlowRunner(
         flow_yaml='tests/integration/optimizers/flow.yml',
         documents=document_generator(10),
-        batch_size=1,
+        request_size=1,
         task='search',
         callback=EvaluationCallback(),
     )

tests/integration/ref_indexer/test_numpy_indexer_with_ref_indexer.py

@@ -39,7 +39,7 @@ def random_workspace(tmpdir):
 def test_indexer_with_ref_indexer(random_workspace, parallel, index_docs, mocker):
     top_k = 10
     with Flow.load_config('index.yml') as index_flow:
-        index_flow.index(input_fn=index_docs, batch_size=10)
+        index_flow.index(input_fn=index_docs, request_size=10)
 
     mock = mocker.Mock()
 
@@ -69,7 +69,7 @@ def random_workspace_move(tmpdir):
 def test_indexer_with_ref_indexer_move(random_workspace_move, parallel, index_docs, mocker):
     top_k = 10
     with Flow.load_config('index.yml') as index_flow:
-        index_flow.index(input_fn=index_docs, batch_size=10)
+        index_flow.index(input_fn=index_docs, request_size=10)
 
     mock = mocker.Mock()
 

tests/unit/clients/python/test_request.py

@@ -77,7 +77,7 @@ def random_lines(num_lines):
         for j in range(1, num_lines + 1):
             yield f'i\'m dummy doc {j}'
 
-    req = _generate(data=random_lines(100), batch_size=100)
+    req = _generate(data=random_lines(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -91,7 +91,7 @@ def test_request_generate_lines_from_list():
     def random_lines(num_lines):
         return [f'i\'m dummy doc {j}' for j in range(1, num_lines + 1)]
 
-    req = _generate(data=random_lines(100), batch_size=100)
+    req = _generate(data=random_lines(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -106,7 +106,7 @@ def random_lines(num_lines):
         for j in range(1, num_lines + 1):
             yield f'https://github.com i\'m dummy doc {j}'
 
-    req = _generate(data=random_lines(100), batch_size=100)
+    req = _generate(data=random_lines(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -121,7 +121,7 @@ def random_lines(num_lines):
         for j in range(1, num_lines + 1):
             yield f'i\'m dummy doc {j}'
 
-    req = _generate(data=random_lines(100), batch_size=100)
+    req = _generate(data=random_lines(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -141,7 +141,7 @@ def random_docs(num_docs):
             doc.mime_type = 'mime_type'
             yield doc
 
-    req = _generate(data=random_docs(100), batch_size=100)
+    req = _generate(data=random_docs(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -174,7 +174,7 @@ def random_docs(num_docs):
             }
             yield doc
 
-    req = _generate(data=random_docs(100), batch_size=100)
+    req = _generate(data=random_docs(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -213,7 +213,7 @@ def random_docs(num_docs):
             }
             yield json.dumps(doc)
 
-    req = _generate(data=random_docs(100), batch_size=100)
+    req = _generate(data=random_docs(100), request_size=100)
 
     request = next(req)
     assert len(request.index.docs) == 100
@@ -231,7 +231,7 @@ def random_docs(num_docs):
 def test_request_generate_numpy_arrays():
     input_array = np.random.random([10, 10])
 
-    req = _generate(data=input_array, batch_size=5)
+    req = _generate(data=input_array, request_size=5)
 
     request = next(req)
     assert len(request.index.docs) == 5
@@ -253,7 +253,7 @@ def generator():
         for array in input_array:
             yield array
 
-    req = _generate(data=generator(), batch_size=5)
+    req = _generate(data=generator(), request_size=5)
 
     request = next(req)
     assert len(request.index.docs) == 5