async def _test_binary_blob_read_function(self, func_name):
"""
Verify that the function executed successfully when the worker received
inputs for the function over shared memory.
"""
async with testutils.start_mockhost(script_root=self.blob_funcs_dir) \
as host:
await host.load_function(func_name)
# Write binary content into shared memory
mem_map_name = self.get_new_mem_map_name()
content_size = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 10
content = self.get_random_bytes(content_size)
content_md5 = hashlib.md5(content).hexdigest()
mem_map_size = consts.CONTENT_HEADER_TOTAL_BYTES + content_size
mem_map = self.file_accessor.create_mem_map(
mem_map_name, mem_map_size)
shared_mem_map = SharedMemoryMap(self.file_accessor, mem_map_name,
mem_map)
num_bytes_written = shared_mem_map.put_bytes(content)
# Create a message to send to the worker containing info about the
# shared memory region to read input from
value = protos.RpcSharedMemory(name=mem_map_name,
offset=0,
count=num_bytes_written,
type=protos.RpcDataType.bytes)
# Invoke the function; it should read the input blob from shared
# memory and respond back in the HTTP body with the number of bytes
# it read in the input
_, response_msg = await host.invoke_function(
func_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(
method='GET'))),
protos.ParameterBinding(name='file',
rpc_shared_memory=value)
])
# Dispose the shared memory map since the function is done using it
shared_mem_map.dispose()
# Verify if the function executed successfully
self.assertEqual(protos.StatusResult.Success,
response_msg.response.result.status)
response_bytes = response_msg.response.return_value.http.body.bytes
json_response = json.loads(response_bytes)
func_received_content_size = json_response['content_size']
func_received_content_md5 = json_response['content_md5']
# Check the function response to ensure that it read the complete
# input that we provided and the md5 matches
self.assertEqual(content_size, func_received_content_size)
self.assertEqual(content_md5, func_received_content_md5)
async def call_and_check(due: bool):
_, r = await host.invoke_function('return_pastdue', [
protos.ParameterBinding(
name='timer',
data=protos.TypedData(
json=json.dumps({'IsPastDue': due})))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(list(r.response.output_data), [
protos.ParameterBinding(
name='pastdue', data=protos.TypedData(string=str(due)))
])
async def test_call_async_function_check_logs(self):
async with testutils.start_mockhost() as host:
await host.load_function('async_logging')
invoke_id, r = await host.invoke_function(
'async_logging', [
protos.ParameterBinding(
name='req',
data=protos.TypedData(
http=protos.RpcHttp(
method='GET')))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
user_logs = [line for line in r.logs if
line.category == 'my function']
self.assertEqual(len(user_logs), 2)
first_msg = user_logs[0]
self.assertEqual(first_msg.invocation_id, invoke_id)
self.assertEqual(first_msg.message, 'hello info')
self.assertEqual(first_msg.level, protos.RpcLog.Information)
second_msg = user_logs[1]
self.assertEqual(second_msg.invocation_id, invoke_id)
self.assertTrue(second_msg.message.startswith('and another error'))
self.assertEqual(second_msg.level, protos.RpcLog.Error)
self.assertEqual(r.response.return_value.string, 'OK-async')
async def test_mock_eventhub_cardinality_many(self):
async with testutils.start_mockhost(
script_root=self.mock_funcs_dir) as host:
func_id, r = await host.load_function('eventhub_cardinality_many')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function(
'eventhub_cardinality_many',
[
protos.ParameterBinding(
name='events',
data=protos.TypedData(
json=json.dumps({
'id': 'cardinality_many'
})
),
),
],
metadata={}
)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(r.response.return_value.string, 'OK_MANY')
async def test_mock_eventhub_cardinality_many(self):
async with testutils.start_mockhost(
script_root=self.mock_funcs_dir) as host:
func_id, r = await host.load_function('eventhub_cardinality_many')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function(
'eventhub_cardinality_many',
[
protos.ParameterBinding(
name='events',
data=protos.TypedData(
json=json.dumps([{
'id': 'cardinality_many'
}])
),
),
],
metadata={
'SystemPropertiesArray': protos.TypedData(json=json.dumps([
{
'iothub-device-id': 'mock-iothub-device-id',
'iothub-auth-data': 'mock-iothub-auth-data',
'EnqueuedTimeUtc': '2020-02-18T21:28:42.5888539Z'
}
]))
}
)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(r.response.return_value.string, 'OK_MANY')
async def call_and_check():
_, r = await host.invoke_function(
'eventhub_trigger_iot',
[
protos.ParameterBinding(
name='event',
data=protos.TypedData(
json=json.dumps({
'id': 'foo'
})
),
),
],
metadata={
'iothub-device-id': protos.TypedData(
string='mock-iothub-device-id'
),
'iothub-auth-data': protos.TypedData(
string='mock-iothub-auth-data'
)
}
)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertIn(
'mock-iothub-device-id',
r.response.return_value.string
)
async def test_call_sync_function_check_logs(self):
async with testutils.start_mockhost() as host:
await host.load_function('sync_logging')
invoke_id, r = await host.invoke_function(
'sync_logging', [
protos.ParameterBinding(
name='req',
data=protos.TypedData(
http=protos.RpcHttp(
method='GET')))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
user_logs = [line for line in r.logs
if line.category == 'my function']
self.assertEqual(len(user_logs), 1)
log = user_logs[0]
self.assertEqual(log.invocation_id, invoke_id)
self.assertTrue(log.message.startswith(
'a gracefully handled error'))
self.assertEqual(r.response.return_value.string, 'OK-sync')
async def call_and_check():
_, r = await host.invoke_function(
'eventhub_trigger_iot',
[
protos.ParameterBinding(
name='event',
data=protos.TypedData(
json=json.dumps({
'id': 'foo'
})
),
),
],
metadata={
'SystemProperties': protos.TypedData(json=json.dumps({
'iothub-device-id': 'mock-iothub-device-id',
'iothub-auth-data': 'mock-iothub-auth-data',
'EnqueuedTimeUtc': '2020-02-18T21:28:42.5888539Z'
}))
}
)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
res_json_string = r.response.return_value.string
self.assertIn('device-id', res_json_string)
self.assertIn('mock-iothub-device-id', res_json_string)
self.assertIn('auth-data', res_json_string)
self.assertIn('mock-iothub-auth-data', res_json_string)
async def test_mock_generic_as_bytes_no_anno(self):
async with testutils.start_mockhost(
script_root=self.generic_funcs_dir) as host:
func_id, r = await host.load_function('foobar_as_bytes_no_anno')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function(
'foobar_as_bytes_no_anno', [
protos.ParameterBinding(
name='input',
data=protos.TypedData(
bytes=b'\x00\x01'
)
)
]
)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(
r.response.return_value,
protos.TypedData(bytes=b'\x00\x01')
)
async def _invoke_function(self, host: testutils._MockWebHost,
function_name: str):
_, r = await host.invoke_function(function_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(method='GET')))
])
self.assertEqual(r.response.result.status, protos.StatusResult.Success)
async def call_and_check():
_, r = await host.invoke_function('user_event_loop_timer', [
protos.ParameterBinding(
name='timer',
data=protos.TypedData(
json=json.dumps({'IsPastDue': False})))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
async def test_close_shared_memory_maps(self):
"""
Close the shared memory maps created by the worker to transfer output
blob to the host after the host is done processing the response.
"""
func_name = 'put_blob_as_bytes_return_http_response'
async with testutils.start_mockhost(script_root=self.blob_funcs_dir) \
as host:
await host.load_function(func_name)
content_size = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 10
http_params = {'content_size': str(content_size)}
# Invoke the function; it should read the input blob from shared
# memory and respond back in the HTTP body with the number of bytes
# it read in the input
_, response_msg = await host.invoke_function(
func_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(
method='GET', query=http_params))),
])
# Verify if the function executed successfully
self.assertEqual(protos.StatusResult.Success,
response_msg.response.result.status)
# Verify if the worker produced an output blob which was written
# in shared memory
output_data = response_msg.response.output_data
output_binding = output_data[0]
# Get the information about the shared memory region in which the
# worker wrote the function's output blob
shmem = output_binding.rpc_shared_memory
mem_map_name = shmem.name
# Request the worker to close the memory maps
mem_map_names = [mem_map_name]
response_msg = \
await host.close_shared_memory_resources(mem_map_names)
# Verify that the worker responds with a successful status after
# closing the requested memory map
mem_map_statuses = response_msg.response.close_map_results
self.assertEqual(len(mem_map_names), len(mem_map_statuses.keys()))
for mem_map_name in mem_map_names:
self.assertTrue(mem_map_name in mem_map_statuses)
status = mem_map_statuses[mem_map_name]
self.assertTrue(status)
async def _check_if_function_is_ok(self, host):
# Ensure the function can be properly loaded
func_id, load_r = await host.load_function('show_context')
self.assertEqual(load_r.response.function_id, func_id)
self.assertEqual(load_r.response.result.status,
protos.StatusResult.Success)
# Ensure the function can be properly invoked
invoke_id, call_r = await host.invoke_function('show_context', [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(method='GET')))
])
self.assertIsNotNone(invoke_id)
self.assertEqual(call_r.response.result.status,
protos.StatusResult.Success)
async def test_mock_generic_should_not_support_implicit_output(self):
async with testutils.start_mockhost(
script_root=self.generic_funcs_dir) as host:
func_id, r = await host.load_function('foobar_implicit_output')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function('foobar_as_bytes_no_anno', [
protos.ParameterBinding(
name='input', data=protos.TypedData(bytes=b'\x00\x01'))
])
# It should fail here, since generic binding requires
# $return statement in function.json to pass output
self.assertEqual(r.response.result.status,
protos.StatusResult.Failure)
async def test_mock_generic_should_support_without_datatype(self):
async with testutils.start_mockhost(
script_root=self.generic_funcs_dir) as host:
func_id, r = await host.load_function('foobar_with_no_datatype')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function('foobar_with_no_datatype', [
protos.ParameterBinding(
name='input', data=protos.TypedData(bytes=b'\x00\x01'))
])
# It should fail here, since the generic binding requires datatype
# to be defined in function.json
self.assertEqual(r.response.result.status,
protos.StatusResult.Failure)
async def test_mock_orchestration_trigger(self):
async with testutils.start_mockhost(
script_root=self.durable_functions_dir) as host:
func_id, r = await host.load_function('orchestration_trigger')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function('orchestration_trigger', [
protos.ParameterBinding(
name='context',
data=protos.TypedData(
string='Durable functions coming soon'))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(
r.response.return_value,
protos.TypedData(json='Durable functions coming soon :)'))
async def test_mock_activity_trigger(self):
async with testutils.start_mockhost(
script_root=self.durable_functions_dir) as host:
func_id, r = await host.load_function('activity_trigger')
self.assertEqual(r.response.function_id, func_id)
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
_, r = await host.invoke_function(
'activity_trigger',
[
# According to Durable Python
# Activity Trigger's input must be json serializable
protos.ParameterBinding(
name='input',
data=protos.TypedData(string='test single_word'))
])
self.assertEqual(r.response.result.status,
protos.StatusResult.Success)
self.assertEqual(r.response.return_value,
protos.TypedData(json='"test single_word"'))
async def test_shared_memory_not_used_with_small_output(self):
"""
Even though shared memory is enabled, small inputs will not be
transferred over shared memory (in this case from the worker to the
host.)
"""
func_name = 'put_blob_as_bytes_return_http_response'
async with testutils.start_mockhost(script_root=self.blob_funcs_dir) \
as host:
await host.load_function(func_name)
content_size = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER - 10
http_params = {'content_size': str(content_size)}
# Invoke the function; it should read the input blob from shared
# memory and respond back in the HTTP body with the number of bytes
# it read in the input
_, response_msg = await host.invoke_function(
func_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(
method='GET', query=http_params))),
])
# Verify if the function executed successfully
self.assertEqual(protos.StatusResult.Success,
response_msg.response.result.status)
# Verify if the worker produced an output blob which was sent over
# RPC instead of shared memory
output_data = response_msg.response.output_data
self.assertEqual(1, len(output_data))
output_binding = output_data[0]
binding_type = output_binding.WhichOneof('rpc_data')
self.assertEqual('data', binding_type)
async def test_binary_blob_write_function(self):
"""
Write a blob with binary output that was transferred between the worker
and host over shared memory.
"""
func_name = 'put_blob_as_bytes_return_http_response'
async with testutils.start_mockhost(script_root=self.blob_funcs_dir) \
as host:
await host.load_function(func_name)
content_size = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 10
http_params = {'content_size': str(content_size)}
# Invoke the function; it should read the input blob from shared
# memory and respond back in the HTTP body with the number of bytes
# it read in the input
_, response_msg = await host.invoke_function(
func_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(
method='GET', query=http_params))),
])
# Verify if the function executed successfully
self.assertEqual(protos.StatusResult.Success,
response_msg.response.result.status)
# The function responds back in the HTTP body with the md5 digest of
# the output it created along with its size
response_bytes = response_msg.response.return_value.http.body.bytes
json_response = json.loads(response_bytes)
func_created_content_size = json_response['content_size']
func_created_content_md5 = json_response['content_md5']
# Verify if the worker produced an output blob which was written
# in shared memory
output_data = response_msg.response.output_data
self.assertEqual(1, len(output_data))
output_binding = output_data[0]
binding_type = output_binding.WhichOneof('rpc_data')
self.assertEqual('rpc_shared_memory', binding_type)
# Get the information about the shared memory region in which the
# worker wrote the function's output blob
shmem = output_binding.rpc_shared_memory
mem_map_name = shmem.name
offset = shmem.offset
count = shmem.count
data_type = shmem.type
# Verify if the shared memory region's information is valid
self.assertTrue(self.is_valid_uuid(mem_map_name))
self.assertEqual(0, offset)
self.assertEqual(func_created_content_size, count)
self.assertEqual(protos.RpcDataType.bytes, data_type)
# Read data from the shared memory region
mem_map_size = consts.CONTENT_HEADER_TOTAL_BYTES + count
mem_map = self.file_accessor.open_mem_map(mem_map_name,
mem_map_size)
shared_mem_map = SharedMemoryMap(self.file_accessor, mem_map_name,
mem_map)
read_content = shared_mem_map.get_bytes()
# Dispose the shared memory map since we have read the function's
# output now
shared_mem_map.dispose()
# Verify if we were able to read the correct output that the
# function has produced
read_content_md5 = hashlib.md5(read_content).hexdigest()
self.assertEqual(func_created_content_md5, read_content_md5)
self.assertEqual(len(read_content), func_created_content_size)
async def test_multiple_input_output_blobs(self):
"""
Read two blobs and write two blobs, all over shared memory.
"""
func_name = 'put_get_multiple_blobs_as_bytes_return_http_response'
async with testutils.start_mockhost(script_root=self.blob_funcs_dir) \
as host:
await host.load_function(func_name)
# Input 1
# Write binary content into shared memory
mem_map_name_1 = self.get_new_mem_map_name()
input_content_size_1 = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 10
input_content_1 = self.get_random_bytes(input_content_size_1)
input_content_md5_1 = hashlib.md5(input_content_1).hexdigest()
input_mem_map_size_1 = \
consts.CONTENT_HEADER_TOTAL_BYTES + input_content_size_1
input_mem_map_1 = \
self.file_accessor.create_mem_map(mem_map_name_1,
input_mem_map_size_1)
input_shared_mem_map_1 = \
SharedMemoryMap(self.file_accessor, mem_map_name_1,
input_mem_map_1)
input_num_bytes_written_1 = \
input_shared_mem_map_1.put_bytes(input_content_1)
# Create a message to send to the worker containing info about the
# shared memory region to read input from
input_value_1 = protos.RpcSharedMemory(
name=mem_map_name_1,
offset=0,
count=input_num_bytes_written_1,
type=protos.RpcDataType.bytes)
# Input 2
# Write binary content into shared memory
mem_map_name_2 = self.get_new_mem_map_name()
input_content_size_2 = consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 20
input_content_2 = self.get_random_bytes(input_content_size_2)
input_content_md5_2 = hashlib.md5(input_content_2).hexdigest()
input_mem_map_size_2 = \
consts.CONTENT_HEADER_TOTAL_BYTES + input_content_size_2
input_mem_map_2 = \
self.file_accessor.create_mem_map(mem_map_name_2,
input_mem_map_size_2)
input_shared_mem_map_2 = \
SharedMemoryMap(self.file_accessor, mem_map_name_2,
input_mem_map_2)
input_num_bytes_written_2 = \
input_shared_mem_map_2.put_bytes(input_content_2)
# Outputs
output_content_size_1 = \
consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 11
output_content_size_2 = \
consts.MIN_BYTES_FOR_SHARED_MEM_TRANSFER + 22
http_params = {
'output_content_size_1': str(output_content_size_1),
'output_content_size_2': str(output_content_size_2)
}
# Create a message to send to the worker containing info about the
# shared memory region to read input from
input_value_2 = protos.RpcSharedMemory(
name=mem_map_name_2,
offset=0,
count=input_num_bytes_written_2,
type=protos.RpcDataType.bytes)
# Invoke the function; it should read the input blob from shared
# memory and respond back in the HTTP body with the number of bytes
# it read in the input
_, response_msg = await host.invoke_function(
func_name, [
protos.ParameterBinding(
name='req',
data=protos.TypedData(http=protos.RpcHttp(
method='GET', query=http_params))),
protos.ParameterBinding(name='inputfile1',
rpc_shared_memory=input_value_1),
protos.ParameterBinding(name='inputfile2',
rpc_shared_memory=input_value_2)
])
time.sleep(1)
# Dispose the shared memory map since the function is done using it
input_shared_mem_map_1.dispose()
input_shared_mem_map_2.dispose()
# Verify if the function executed successfully
self.assertEqual(protos.StatusResult.Success,
response_msg.response.result.status)
response_bytes = response_msg.response.return_value.http.body.bytes
json_response = json.loads(response_bytes)
func_received_content_size_1 = json_response[
'input_content_size_1']
func_received_content_md5_1 = json_response['input_content_md5_1']
func_received_content_size_2 = json_response[
'input_content_size_2']
func_received_content_md5_2 = json_response['input_content_md5_2']
func_created_content_size_1 = json_response[
'output_content_size_1']
func_created_content_size_2 = json_response[
'output_content_size_2']
func_created_content_md5_1 = json_response['output_content_md5_1']
func_created_content_md5_2 = json_response['output_content_md5_2']
# Check the function response to ensure that it read the complete
# input that we provided and the md5 matches
self.assertEqual(input_content_size_1,
func_received_content_size_1)
self.assertEqual(input_content_md5_1, func_received_content_md5_1)
self.assertEqual(input_content_size_2,
func_received_content_size_2)
self.assertEqual(input_content_md5_2, func_received_content_md5_2)
# Verify if the worker produced two output blobs which were written
# in shared memory
output_data = response_msg.response.output_data
self.assertEqual(2, len(output_data))
# Output 1
output_binding_1 = output_data[0]
binding_type = output_binding_1.WhichOneof('rpc_data')
self.assertEqual('rpc_shared_memory', binding_type)
shmem_1 = output_binding_1.rpc_shared_memory
self._verify_function_output(shmem_1, func_created_content_size_1,
func_created_content_md5_1)
# Output 2
output_binding_2 = output_data[1]
binding_type = output_binding_2.WhichOneof('rpc_data')
self.assertEqual('rpc_shared_memory', binding_type)
shmem_2 = output_binding_2.rpc_shared_memory
self._verify_function_output(shmem_2, func_created_content_size_2,
func_created_content_md5_2)
