- class HttpServerSinkStage(config, bind_address='127.0.0.1', port=8080, endpoint='/message', method=HTTPMethod.GET, max_queue_size=None, num_server_threads=None, max_rows_per_response=10000, overflow_pct=0.75, request_timeout_secs=30, lines=False, df_serializer_fn=None)[source]
Bases:
morpheus.pipeline.pass_thru_type_mixin.PassThruTypeMixin
,morpheus.pipeline.single_port_stage.SinglePortStage
Sink stage that starts an HTTP server and listens for incoming requests on a specified endpoint.
Incoming messages are queued up to
max_queue_size
, when an HTTP client makes a request messages are read from the queue up tomax_rows_per_response
and returned.- Parameters
-
config :
morpheus.config.Config
- bind_address
- port
- endpoint
-
method :
morpheus.utils.http_utils.HTTPMethod
- max_queue_size
- num_server_threads
- max_rows_per_response
- overflow_pct: float, optional
- request_timeout_secs
- lines
- df_serializer_fn
Pipeline configuration instance.
The address to bind the HTTP server to.
The port to bind the HTTP server to.
The endpoint to listen for requests on.
HTTP method to listen for.
Maximum number of requests to queue before rejecting requests. If
None
thenconfig.edge_buffer_size
will be used. Once the queue is full, the incoming edge buffer will begin to fill up.Number of threads to use for the HTTP server. If
None
thenos.cpu_count()
will be used.Maximum number of rows to include in a single response, by default 10000.
The stage stores incoming dataframes in a queue. If the received dataframes are smaller than
max_rows_per_response * overflow_pct
, then additional dataframes are popped off of the queue. Setting a higher number (0.9 or 1) can potentially improve performance by allowing as many dataframes to be concatinated as possible into a single response, but with the possibility of returning a response containing more thanmax_rows_per_response
rows. Setting a lower number (0.5 or 0.75) decreases the chance, and a value of0
prevents this possibility entirely.The maximum amount of time in seconds for any given request.
If False, dataframes will be serialized to a JSON array of objects. If True, the dataframes will be serialized to a string JSON objects separated by end-of-line characters. Ignored if
df_serializer
is provided.Optional custom dataframe serializer function.
-
config :
- Attributes
has_multi_input_ports
has_multi_output_ports
input_ports
is_built
is_pre_built
name
output_ports
unique_name
Indicates if this stage has multiple input ports.
Indicates if this stage has multiple output ports.
Input ports to this stage.
Indicates if this stage has been built.
Indicates if this stage has been built.
Unique stage name.
Output ports from this stage.
Unique name of stage.
Methods
accepted_types
()Returns accepted input types for this stage. build
(builder[, do_propagate])Build this stage. can_build
([check_ports])Determines if all inputs have been built allowing this node to be built. can_pre_build
([check_ports])Determines if all inputs have been built allowing this node to be built. get_all_input_stages
()Get all input stages to this stage. get_all_inputs
()Get all input senders to this stage. get_all_output_stages
()Get all output stages from this stage. get_all_outputs
()Get all output receivers from this stage. get_needed_columns
()Stages which need to have columns inserted into the dataframe, should populate the self._needed_columns
dictionary with mapping of column names tomorpheus.common.TypeId
.is_running
()Indicates whether or not the stage is running. join
()Awaitable method that stages can implement this to perform cleanup steps when pipeline is stopped. start_async
()Starts the HTTP server. stop
()Stages can implement this to perform cleanup steps when pipeline is stopped. supports_cpp_node
()Indicates whether or not this stage supports a C++ node. compute_schema - _build(builder, input_nodes)[source]
This function is responsible for constructing this stage’s internal
mrc.SegmentObject
object. The input of this function contains the returned value from the upstream stage.The input values are the
mrc.Builder
for this stage and a list of parent nodes.- Parameters
-
builder :
mrc.Builder
-
input_nodes :
list[mrc.SegmentObject]
mrc.Builder
object for the pipeline. This should be used to construct/attach the internalmrc.SegmentObject
.List containing the input
mrc.SegmentObject
objects.-
builder :
- Returns
list[mrc.SegmentObject]
List of tuples containing the output
mrc.SegmentObject
object from this stage.
- accepted_types()[source]
Returns accepted input types for this stage.
- Returns
- typing.Tuple(
morpheus.pipeline.messages.MessageMeta
, )
Accepted input types.
- typing.Tuple(
- build(builder, do_propagate=True)[source]
Build this stage.
- Parameters
-
builder :
mrc.Builder
- do_propagate
MRC segment for this stage.
Whether to propagate to build output stages, by default True.
-
builder :
- can_build(check_ports=False)[source]
Determines if all inputs have been built allowing this node to be built.
- Parameters
- check_ports
Check if we can build based on the input ports, by default False.
- Returns
- bool
True if we can build, False otherwise.
- can_pre_build(check_ports=False)[source]
Determines if all inputs have been built allowing this node to be built.
- Parameters
- check_ports
Check if we can build based on the input ports, by default False.
- Returns
- bool
True if we can build, False otherwise.
- compute_schema(schema)[source]
Compute the schema for this stage based on the incoming schema from upstream stages.
Incoming schema and type information from upstream stages is available via the
schema.input_schemas
andschema.input_types
properties.Derived classes need to override this method, can set the output type(s) on
schema
by callingset_type
for all output ports. For example a simple pass-thru stage might perform the following:If the port types in
upstream_schema
are incompatible the stage should raise aRuntimeError
.- get_all_input_stages()[source]
Get all input stages to this stage.
- Returns
- list[
morpheus.pipeline.pipeline.StageBase
]
All input stages.
- list[
- get_all_inputs()[source]
Get all input senders to this stage.
- Returns
- list[
morpheus.pipeline.pipeline.Sender
]
All input senders.
- list[
- get_all_output_stages()[source]
Get all output stages from this stage.
- Returns
- list[
morpheus.pipeline.pipeline.StageBase
]
All output stages.
- list[
- get_all_outputs()[source]
Get all output receivers from this stage.
- Returns
- list[
morpheus.pipeline.pipeline.Receiver
]
All output receivers.
- list[
- get_needed_columns()[source]
Stages which need to have columns inserted into the dataframe, should populate the
self._needed_columns
dictionary with mapping of column names tomorpheus.common.TypeId
. This will ensure that the columns are allocated and populated with null values.- property has_multi_input_ports: bool
Indicates if this stage has multiple input ports.
- Returns
- bool
True if stage has multiple input ports, False otherwise.
- property has_multi_output_ports: bool
Indicates if this stage has multiple output ports.
- Returns
- bool
True if stage has multiple output ports, False otherwise.
- property input_ports: list[morpheus.pipeline.receiver.Receiver]
Input ports to this stage.
- Returns
- list[
morpheus.pipeline.pipeline.Receiver
]
Input ports to this stage.
- list[
- property is_built: bool
Indicates if this stage has been built.
- Returns
- bool
True if stage is built, False otherwise.
- property is_pre_built: bool
Indicates if this stage has been built.
- Returns
- bool
True if stage is built, False otherwise.
- is_running()[source]
Indicates whether or not the stage is running.
- async join()[source]
Awaitable method that stages can implement this to perform cleanup steps when pipeline is stopped. Typically this is called after
stop
during a graceful shutdown, but may not be called if the pipeline is terminated.- property name: str
Unique stage name.
- property output_ports: list[morpheus.pipeline.sender.Sender]
Output ports from this stage.
- Returns
- list[
morpheus.pipeline.pipeline.Sender
]
Output ports from this stage.
- list[
- async start_async()[source]
Starts the HTTP server.
- stop()[source]
Stages can implement this to perform cleanup steps when pipeline is stopped.
- supports_cpp_node()[source]
Indicates whether or not this stage supports a C++ node.
- property unique_name: str
Unique name of stage. Generated by appending stage id to stage name.
- Returns
- str
Unique name of stage.
morpheus.stages.output.http_server_sink_stage.HttpServerSinkStage
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