morpheus.stages.output.http_server_sink_stage.HttpServerSinkStage

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 to max_rows_per_response and returned.

Parameters
config : morpheus.config.Config

Pipeline configuration instance.

bind_address

The address to bind the HTTP server to.

port

The port to bind the HTTP server to.

endpoint

The endpoint to listen for requests on.

method : morpheus.utils.http_utils.HTTPMethod

HTTP method to listen for.

max_queue_size

Maximum number of requests to queue before rejecting requests. If None then config.edge_buffer_size will be used. Once the queue is full, the incoming edge buffer will begin to fill up.

num_server_threads

Number of threads to use for the HTTP server. If None then os.cpu_count() will be used.

max_rows_per_response

Maximum number of rows to include in a single response, by default 10000.

overflow_pct: float, optional

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 than max_rows_per_response rows. Setting a lower number (0.5 or 0.75) decreases the chance, and a value of 0 prevents this possibility entirely.

request_timeout_secs

The maximum amount of time in seconds for any given request.

lines

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.

df_serializer_fn

Optional custom dataframe serializer function.

Attributes
has_multi_input_ports

Indicates if this stage has multiple input ports.

has_multi_output_ports

Indicates if this stage has multiple output ports.

input_ports

Input ports to this stage.

is_built

Indicates if this stage has been built.

is_pre_built

Indicates if this stage has been built.

name

Unique stage name.

output_ports

Output ports from this stage.

unique_name

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 to morpheus.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

mrc.Builder object for the pipeline. This should be used to construct/attach the internal mrc.SegmentObject.

input_nodes : list[mrc.SegmentObject]

List containing the input mrc.SegmentObject objects.

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.

build(builder, do_propagate=True)[source]

Build this stage.

Parameters
builder : mrc.Builder

MRC segment for this stage.

do_propagate

Whether to propagate to build output stages, by default True.

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 and schema.input_types properties.

Derived classes need to override this method, can set the output type(s) on schema by calling set_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 a RuntimeError.

get_all_input_stages()[source]

Get all input stages to this stage.

Returns
list[morpheus.pipeline.pipeline.StageBase]

All input stages.

get_all_inputs()[source]

Get all input senders to this stage.

Returns
list[morpheus.pipeline.pipeline.Sender]

All input senders.

get_all_output_stages()[source]

Get all output stages from this stage.

Returns
list[morpheus.pipeline.pipeline.StageBase]

All output stages.

get_all_outputs()[source]

Get all output receivers from this stage.

Returns
list[morpheus.pipeline.pipeline.Receiver]

All output receivers.

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 to morpheus.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.

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.

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.

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© Copyright 2024, NVIDIA. Last updated on Apr 11, 2024.