From 987e6bfcfe8ce2f4dad26253697abca6487ea054 Mon Sep 17 00:00:00 2001 From: David Gardner <96306125+dagardner-nv@users.noreply.github.com> Date: Thu, 15 Dec 2022 17:35:02 -0800 Subject: [PATCH] Misc documentation fixes (#547) * Includes changes from PR #538 * Fixes casing for proper nouns (NVIDIA, Docker, Triton, Python, Conda) when not referring to a command * Document `StreamPair` (docstrings for globals need to appear after the definition) * Other fixes suggested by Zenobia * Brings grade up from an A to A+ * Fixes CSS theme issue #543 * Various fixes to the `getting_started.md` doc fixes #539 * Fixes issue with the `docker/run_container_*.sh` scripts for users who have the Nvidia Container Toolkit installed but does not have nvidia set as the default runtime * Documents launching a pre-built Morpheus container * Fix errant entry in docstring for `AppShieldSource` which was showing up in the command line help * Documentation work-around for #475 * Fix a few remaining references to 'srf' Authors: - David Gardner (https://github.com/dagardner-nv) - https://github.com/bsuryadev - Bhargav Suryadevara (https://github.com/bsuryadevara) Approvers: - Christopher Harris (https://github.com/cwharris) - Michael Demoret (https://github.com/mdemoret-nv) URL: https://github.com/nv-morpheus/Morpheus/pull/547 --- .gitattributes | 1 + .pylintrc | 2 +- CONTRIBUTING.md | 422 +----------------- README.md | 12 +- ci/conda/recipes/morpheus/meta.yaml | 2 +- ci/scripts/github/docs.sh | 2 +- docker/conda/environments/cuda11.5_dev.yml | 2 +- docker/run_container_dev.sh | 2 +- docker/run_container_release.sh | 2 +- docs/source/_static/omni-style.css | 4 +- docs/source/api.rst | 24 - docs/source/basics/building_a_pipeline.rst | 3 +- docs/source/basics/overview.rst | 8 +- docs/source/cloud_deployment_guide.md | 2 +- docs/source/conf.py | 2 +- docs/source/developer_guide/contributing.md | 421 ++++++++++++++++- docs/source/developer_guide/guides.md | 2 +- .../guides/1_simple_python_stage.md | 6 +- .../guides/2_real_world_phishing.md | 13 +- .../guides/3_simple_cpp_stage.md | 10 +- .../guides/4_source_cpp_stage.md | 4 +- .../developer_guide/guides/img/sink_deps.png | 4 +- docs/source/developer_guide/guides/index.rst | 6 +- docs/source/examples/sid_visualization/img | 1 + docs/source/getting_started.md | 225 +++++----- docs/source/img/morpheus-banner.png | 3 + docs/source/index.rst | 46 +- .../2_2_rabbitmq/write_to_rabbitmq_stage.py | 2 +- .../write_to_rabbitmq_stage.py | 2 +- .../production/conda_env.yml | 2 +- .../gnn_fraud_detection_pipeline/README.md | 2 +- .../requirements.yml | 2 +- examples/ransomware_detection/README.md | 2 +- examples/sid_visualization/README.md | 14 +- img/morpheus-banner.png | Bin 447952 -> 0 bytes morpheus/cli/__init__.py | 3 + morpheus/messages/__init__.py | 3 + morpheus/pipeline/stream_pair.py | 4 + morpheus/pipeline/stream_wrapper.py | 6 +- morpheus/stages/general/trigger_stage.py | 2 +- .../stages/input/appshield_source_stage.py | 2 +- 41 files changed, 662 insertions(+), 615 deletions(-) delete mode 100644 docs/source/api.rst mode change 120000 => 100644 docs/source/developer_guide/contributing.md create mode 120000 docs/source/examples/sid_visualization/img create mode 100644 docs/source/img/morpheus-banner.png delete mode 100644 img/morpheus-banner.png diff --git a/.gitattributes b/.gitattributes index 71b160b0c3..37aae7cf87 100644 --- a/.gitattributes +++ b/.gitattributes @@ -5,3 +5,4 @@ morpheus/_version.py export-subst tests/mock_triton_server/payloads/** filter=lfs diff=lfs merge=lfs -text tests/tests_data/** filter=lfs diff=lfs merge=lfs -text examples/basic_usage/img/** filter=lfs diff=lfs merge=lfs -text +docs/source/img/* filter=lfs diff=lfs merge=lfs -text diff --git a/.pylintrc b/.pylintrc index 691cefcd74..7252147649 100644 --- a/.pylintrc +++ b/.pylintrc @@ -21,7 +21,7 @@ analyse-fallback-blocks=no # A comma-separated list of package or module names from where C extensions may # be loaded. Extensions are loading into the active Python interpreter and may # run arbitrary code. -extension-pkg-allow-list=srf,morpheus._lib +extension-pkg-allow-list=mrc,morpheus._lib # A comma-separated list of package or module names from where C extensions may # be loaded. Extensions are loading into the active Python interpreter and may diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 86cf4e6309..4a5b0f7119 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -1,421 +1 @@ - - -# Contributing to Morpheus - -Contributions to Morpheus fall into the following three categories. - -1. To report a bug, request a new feature, or report a problem with - documentation, please file an [issue](https://github.com/nv-morpheus/Morpheus/issues/new) - describing in detail the problem or new feature. The Morpheus team evaluates - and triages issues, and schedules them for a release. If you believe the - issue needs priority attention, please comment on the issue to notify the - team. -2. To propose and implement a new Feature, please file a new feature request - [issue](https://github.com/nv-morpheus/Morpheus/issues/new). Describe the - intended feature and discuss the design and implementation with the team and - community. Once the team agrees that the plan looks good, go ahead and - implement it, using the [code contributions](#code-contributions) guide below. -3. To implement a feature or bug-fix for an existing outstanding issue, please - follow the [code contributions](#code-contributions) guide below. If you - need more context on a particular issue, please ask in a comment. - -As contributors and maintainers to this project, -you are expected to abide by Morpheus' code of conduct. -More information can be found at: [Contributor Code of Conduct](CODE_OF_CONDUCT.md). - -## Code contributions - -### Your first issue - -1. Find an issue to work on. The best way is to look for issues with the [good first issue](https://github.com/nv-morpheus/Morpheus/issues) label. -2. Comment on the issue stating that you are going to work on it. -3. Code! Make sure to update unit tests! Ensure the [license headers are set properly](#Licensing). -4. When done, [create your pull request](https://github.com/nv-morpheus/Morpheus/compare). -5. Wait for other developers to review your code and update code as needed. -6. Once reviewed and approved, a Morpheus developer will merge your pull request. - -Remember, if you are unsure about anything, don't hesitate to comment on issues and ask for clarifications! - -### Seasoned developers - -Once you have gotten your feet wet and are more comfortable with the code, you can look at the prioritized issues for our next release in our [project boards](https://github.com/nv-morpheus/Morpheus/projects). - -> **Pro Tip:** Always look at the release board with the highest number for issues to work on. This is where Morpheus developers also focus their efforts. - -Look at the unassigned issues, and find an issue to which you are comfortable contributing. Start with _Step 2_ above, commenting on the issue to let others know you are working on it. If you have any questions related to the implementation of the issue, ask them in the issue instead of the PR. - -## Building from Source - -The following instructions are for developers who are getting started with the Morpheus repository. The Morpheus development environment is flexible (Docker, Conda and bare metal workflows) but has a high number of dependencies that can be difficult to setup. These instructions outline the steps for setting up a development environment inside a Docker container or on a host machine with Conda. - -All of the following instructions assume several variables have been set: - - `MORPHEUS_ROOT`: The Morpheus repository has been checked out at a location specified by this variable. Any non-absolute paths are relative to `MORPHEUS_ROOT`. - - `PYTHON_VER`: The desired Python version. Minimum required is `3.8` - - `RAPIDS_VER`: The desired RAPIDS version for all RAPIDS libraries including cuDF and RMM. This is also used for Triton. If in doubt use `22.08` - - `CUDA_VER`: The desired CUDA version to use. If in doubt use `11.5` - - -### Clone the repository and pull large file data from Git LFS - -```bash -export PYTHON_VER=3.8 -export RAPIDS_VER=22.08 -export CUDA_VER=11.5 -export MORPHEUS_ROOT=$(pwd)/morpheus -git clone https://github.com/nv-morpheus/Morpheus.git $MORPHEUS_ROOT -cd $MORPHEUS_ROOT -``` -The large model and data files in this repo are stored using [Git Large File Storage (LFS)](https://git-lfs.github.com/). These files will be required for running the training/validation scripts and example pipelines for the Morpheus pre-trained models. - -By default only those files stored in LFS strictly needed for running Morpheus are included when the Morpheus repository is cloned. Additional datasets can be downloaded using the `scripts/fetch_data.py` script. See the section [Git LFS](README.md#git-lfs) of the [README.md](README.md) file for details on this. - -### Build in Docker Container - -This workflow utilizes a docker container to set up most dependencies ensuring a consistent environment. - -#### Prerequisites - -1. Ensure all [requirements](README.md#requirements) from [README.md](README.md) are met. -1. Build the development container - ```bash - ./docker/build_container_dev.sh - ``` - 1. The container tag will default to `morpheus:YYMMDD` where `YYMMDD` is the current 2 digit year, month and day respectively. The tag can be overridden by setting `DOCKER_IMAGE_TAG`. For example, - ```bash - DOCKER_IMAGE_TAG=my_tag ./docker/build_container_dev.sh - ``` - Would build the container `morpheus:my_tag`. - 1. To build the container with a debugging version of cpython installed, update the docker target as follows: - ```shell - DOCKER_TARGET=development_pydbg ./docker/build_container_dev.sh - ``` - 1. Note: When debugging python code, you just need to add `ci/conda/recipes/python-dbg/source` to your debugger's - source path. - 1. Once created, you will be able to introspect python objects from within GDB. For example, if we were to break - within a generator setup call and examine it's PyFrame_Object `f`, it might look like this: - ```shell - #4 0x000056498ce685f4 in gen_send_ex (gen=0x7f3ecc07ad40, arg=, exc=, closing=) at Objects/genobject.c:222 - (gdb) pyo f - object address : 0x7f3eb3888750 - object refcount : 1 - object type : 0x56498cf99c00 - object type name: frame - object repr : ` directory or from `.cache/cpm/`. - - If all else fails, delete the entire `build/` directory and `.cache/` directory. - -## Licensing -Morpheus is licensed under the Apache v2.0 license. All new source files including CMake and other build scripts should contain the Apache v2.0 license header. Any edits to existing source code should update the date range of the copyright to the current year. The format for the license header is: - -``` -/* - * SPDX-FileCopyrightText: Copyright (c) , NVIDIA CORPORATION & AFFILIATES. All rights reserved. - * SPDX-License-Identifier: Apache-2.0 - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - ``` - -### Thirdparty code -Thirdparty code included in the source tree (that is not pulled in as an external dependency) must be compatible with the Apache v2.0 license and should retain the original license along with a url to the source. If this code is modified, it should contain both the Apache v2.0 license followed by the original license of the code and the url to the original code. - -Ex: -``` -/** - * SPDX-FileCopyrightText: Copyright (c) 2018-2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved. - * SPDX-License-Identifier: Apache-2.0 - * - * Licensed under the Apache License, Version 2.0 (the "License"); - * you may not use this file except in compliance with the License. - * You may obtain a copy of the License at - * - * http://www.apache.org/licenses/LICENSE-2.0 - * - * Unless required by applicable law or agreed to in writing, software - * distributed under the License is distributed on an "AS IS" BASIS, - * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - * See the License for the specific language governing permissions and - * limitations under the License. - */ - -// -// Original Source: https://github.com/org/other_project -// -// Original License: -// ... -``` - - ---- - -## Attribution -Portions adopted from https://github.com/pytorch/pytorch/blob/master/CONTRIBUTING.md \ -Portions adopted from https://github.com/dask/dask/blob/master/docs/source/develop.rst +Refer to the [Contributing to Morpheus](./docs/source/developer_guide/contributing.md) guide. diff --git a/README.md b/README.md index 048de633ea..3a77d7cf3a 100644 --- a/README.md +++ b/README.md @@ -15,17 +15,25 @@ See the License for the specific language governing permissions and limitations under the License. --> -![NVIDIA Morpheus](./img/morpheus-banner.png "Morpheus banner image") +![NVIDIA Morpheus](./docs/source/img/morpheus-banner.png "Morpheus banner image") # NVIDIA Morpheus NVIDIA Morpheus is an open AI application framework that provides cybersecurity developers with a highly optimized AI framework and pre-trained AI capabilities that allow them to instantaneously inspect all IP traffic across their data center fabric. The Morpheus developer framework allows teams to build their own optimized pipelines that address cybersecurity and information security use cases. Bringing a new level of security to data centers, Morpheus provides development capabilities around dynamic protection, real-time telemetry, adaptive policies, and cyber defenses for detecting and remediating cybersecurity threats. ## Documentation +### Using Morpheus * [Getting Started with Morpheus](./docs/source/getting_started.md) - Using pre-built Docker containers, building Docker containers from source, and fetching models and datasets +* [Morpheus CLI Overview](./docs/source/basics/overview.rst) - Brief overview of the `morpheus` command line interface +* [Building a Pipeline](./docs/source/basics/building_a_pipeline.rst) - Introduction to building a pipeline using the command line interface * [Morpheus Examples](./examples.md) - Example pipelines using both the Python API and command line interface * [Developer Guides](./docs/source/developer_guide/guides.md) - Covers extending Morpheus with custom stages -* [Deployment Guide](./docs/source/cloud_deployment_guide.md) - Kubernetes and cloud based deployments + +### Modifying Morpheus * [Contributing to Morpheus](./CONTRIBUTING.md) - Covers building from source, making changes and contributing to Morpheus +### Deploying Morpheus +* [Deployment Guide](./docs/source/cloud_deployment_guide.md) - Kubernetes and cloud based deployments + + Full documentation for the latest official release is available at [https://docs.nvidia.com/morpheus/](https://docs.nvidia.com/morpheus/). diff --git a/ci/conda/recipes/morpheus/meta.yaml b/ci/conda/recipes/morpheus/meta.yaml index 5b60d1cd5c..0565bd485d 100644 --- a/ci/conda/recipes/morpheus/meta.yaml +++ b/ci/conda/recipes/morpheus/meta.yaml @@ -65,7 +65,7 @@ outputs: - python {{ python }} - rapidjson 1.1 - scikit-build >=0.12 - - srf {{ minor_version }} + - mrc {{ minor_version }} - versioneer-518 run: # Runtime only requirements. This + setup.y is the definitive runtime requirement list diff --git a/ci/scripts/github/docs.sh b/ci/scripts/github/docs.sh index 4a2dc89ab6..6f819d3af1 100755 --- a/ci/scripts/github/docs.sh +++ b/ci/scripts/github/docs.sh @@ -30,7 +30,7 @@ rapids-logger "Pulling LFS assets" cd ${MORPHEUS_ROOT} git lfs install -${MORPHEUS_ROOT}/scripts/fetch_data.py fetch docs +${MORPHEUS_ROOT}/scripts/fetch_data.py fetch docs examples rapids-logger "Installing Documentation dependencies" mamba env update -f ${MORPHEUS_ROOT}/docs/conda_docs.yml diff --git a/docker/conda/environments/cuda11.5_dev.yml b/docker/conda/environments/cuda11.5_dev.yml index ec75273112..c0c3cfd808 100644 --- a/docker/conda/environments/cuda11.5_dev.yml +++ b/docker/conda/environments/cuda11.5_dev.yml @@ -17,7 +17,7 @@ name: morpheus channels: - rapidsai - nvidia - - nvidia/label/dev # For pre-releases of SRF. Should still default to full releases if available + - nvidia/label/dev # For pre-releases of MRC. Should still default to full releases if available - nvidia/label/cuda-11.5.2 # For cuda-nvml-dev=11.5, which is not published under nvidia channel yet. - conda-forge dependencies: diff --git a/docker/run_container_dev.sh b/docker/run_container_dev.sh index 37c3deeed9..37083e770d 100755 --- a/docker/run_container_dev.sh +++ b/docker/run_container_dev.sh @@ -28,7 +28,7 @@ DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME:-"morpheus"} DOCKER_IMAGE_TAG=${DOCKER_IMAGE_TAG:-"dev-$(date +'%y%m%d')"} DOCKER_EXTRA_ARGS=${DOCKER_EXTRA_ARGS:-""} -DOCKER_ARGS="--env WORKSPACE_VOLUME=${PWD} -v $PWD:/workspace --net=host --gpus=all --cap-add=sys_nice" +DOCKER_ARGS="--runtime=nvidia --env WORKSPACE_VOLUME=${PWD} -v $PWD:/workspace --net=host --gpus=all --cap-add=sys_nice" if [[ -z "${SSH_AUTH_SOCK}" ]]; then echo -e "${y}No ssh-agent auth socket found. Dependencies in private git repos may fail during build.${x}" diff --git a/docker/run_container_release.sh b/docker/run_container_release.sh index 064fcb4286..ffbde0fd01 100755 --- a/docker/run_container_release.sh +++ b/docker/run_container_release.sh @@ -27,7 +27,7 @@ DOCKER_IMAGE_NAME=${DOCKER_IMAGE_NAME:-"nvcr.io/nvidia/morpheus/morpheus"} DOCKER_IMAGE_TAG=${DOCKER_IMAGE_TAG:-"$(git describe --tags --abbrev=0)-runtime"} DOCKER_EXTRA_ARGS=${DOCKER_EXTRA_ARGS:-""} -DOCKER_ARGS="--env WORKSPACE_VOLUME=${PWD} -v $PWD/models:/workspace/models --net=host --gpus=all --cap-add=sys_nice ${DOCKER_EXTRA_ARGS}" +DOCKER_ARGS="--runtime=nvidia --env WORKSPACE_VOLUME=${PWD} -v $PWD/models:/workspace/models --net=host --gpus=all --cap-add=sys_nice ${DOCKER_EXTRA_ARGS}" if [[ -z "${SSH_AUTH_SOCK}" ]]; then echo -e "${y}No ssh-agent auth socket found. Dependencies in private git repos may fail during build.${x}" diff --git a/docs/source/_static/omni-style.css b/docs/source/_static/omni-style.css index 8116ab5f7f..081d58511e 100644 --- a/docs/source/_static/omni-style.css +++ b/docs/source/_static/omni-style.css @@ -27,10 +27,12 @@ /* Width of template */ + .wy-nav-content { - max-width: 1200px !important; + max-width: 97% !important; } + /* Alert Boxes */ /* Background color Note Box */ diff --git a/docs/source/api.rst b/docs/source/api.rst deleted file mode 100644 index 401478b792..0000000000 --- a/docs/source/api.rst +++ /dev/null @@ -1,24 +0,0 @@ -.. - SPDX-FileCopyrightText: Copyright (c) 2022, NVIDIA CORPORATION & AFFILIATES. All rights reserved. - SPDX-License-Identifier: Apache-2.0 - - Licensed under the Apache License, Version 2.0 (the "License"); - you may not use this file except in compliance with the License. - You may obtain a copy of the License at - - http://www.apache.org/licenses/LICENSE-2.0 - - Unless required by applicable law or agreed to in writing, software - distributed under the License is distributed on an "AS IS" BASIS, - WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. - See the License for the specific language governing permissions and - limitations under the License. - -API Reference -============= - -.. toctree:: - :maxdepth: 3 - - py_api - _lib/index diff --git a/docs/source/basics/building_a_pipeline.rst b/docs/source/basics/building_a_pipeline.rst index e642fcd9ad..c3fa9d909e 100644 --- a/docs/source/basics/building_a_pipeline.rst +++ b/docs/source/basics/building_a_pipeline.rst @@ -101,5 +101,4 @@ This indicates you need a stage that converts from the output type of the ``dese Available Stages ^^^^^^^^^^^^^^^^ -For a complete list of available stages, please use the CLI help commands. Which stages are available can also be -queried from the CLI using ``morpheus run pipeline-nlp --help`` or ``morpheus run pipeline-fil --help``. +For a complete list of available stages, use the CLI help commands. The available stages can also be queried from the CLI using ``morpheus run pipeline-nlp --help`` or ``morpheus run pipeline-fil --help``. diff --git a/docs/source/basics/overview.rst b/docs/source/basics/overview.rst index 2b37501030..f4e5d3fbf9 100644 --- a/docs/source/basics/overview.rst +++ b/docs/source/basics/overview.rst @@ -14,8 +14,8 @@ See the License for the specific language governing permissions and limitations under the License. -Overview -======== +Morpheus CLI Overview +===================== This section focuses on the Morpheus CLI and illustrates how the CLI can be used to configure and run a Morpheus Pipeline. @@ -29,7 +29,7 @@ together. At a high level, the CLI is broken up into two main sections: * ``run`` * For running NLP or FIL pipelines. * ``tools`` - * Tools/Utilities to help setup, configure and run pipelines and external resources + * Tools/Utilities to help set up, configure and run pipelines and external resources Users can get help on any command by passing ``--help`` to a command or sub-command. For example, to get help on the tools: @@ -67,7 +67,7 @@ queried in the same manner: AutoComplete ------------ -The Morpheus CLI supports bash, fish, zsh, and powershell autocompletion. To setup autocomplete, it must first be +The Morpheus CLI supports bash, fish, zsh, and powershell autocompletion. To set up autocomplete, it must first be installed. Morpheus comes with a tool to assist with this: .. code-block:: console diff --git a/docs/source/cloud_deployment_guide.md b/docs/source/cloud_deployment_guide.md index ac341450bb..2d0bc0ba80 100644 --- a/docs/source/cloud_deployment_guide.md +++ b/docs/source/cloud_deployment_guide.md @@ -620,7 +620,7 @@ kubectl -n $NAMESPACE exec -it deploy/broker -c broker -- kafka-console-producer **Note**: This should be used for development purposes only via this developer kit. Loading from the file into Kafka should not be used in production deployments of Morpheus. ### Run FIL Anomalous Behavior Profiling Pipeline -The following Anomalous Behavior Profiling pipeline examples use a pre-trained FIL model to ingest and analyze Nvidia System Management Interface (nvidia-smi) logs, like the example below, as input sample data to identify crypto mining activity on GPU devices. +The following Anomalous Behavior Profiling pipeline examples use a pre-trained FIL model to ingest and analyze NVIDIA System Management Interface (nvidia-smi) logs, like the example below, as input sample data to identify crypto mining activity on GPU devices. ```json {"nvidia_smi_log.gpu.pci.tx_util": "0 KB/s", "nvidia_smi_log.gpu.pci.rx_util": "0 KB/s", "nvidia_smi_log.gpu.fb_memory_usage.used": "3980 MiB", "nvidia_smi_log.gpu.fb_memory_usage.free": "12180 MiB", "nvidia_smi_log.gpu.bar1_memory_usage.total": "16384 MiB", "nvidia_smi_log.gpu.bar1_memory_usage.used": "11 MiB", "nvidia_smi_log.gpu.bar1_memory_usage.free": "16373 MiB", "nvidia_smi_log.gpu.utilization.gpu_util": "0 %", "nvidia_smi_log.gpu.utilization.memory_util": "0 %", "nvidia_smi_log.gpu.temperature.gpu_temp": "61 C", "nvidia_smi_log.gpu.temperature.gpu_temp_max_threshold": "90 C", "nvidia_smi_log.gpu.temperature.gpu_temp_slow_threshold": "87 C", "nvidia_smi_log.gpu.temperature.gpu_temp_max_gpu_threshold": "83 C", "nvidia_smi_log.gpu.temperature.memory_temp": "57 C", "nvidia_smi_log.gpu.temperature.gpu_temp_max_mem_threshold": "85 C", "nvidia_smi_log.gpu.power_readings.power_draw": "61.77 W", "nvidia_smi_log.gpu.clocks.graphics_clock": "1530 MHz", "nvidia_smi_log.gpu.clocks.sm_clock": "1530 MHz", "nvidia_smi_log.gpu.clocks.mem_clock": "877 MHz", "nvidia_smi_log.gpu.clocks.video_clock": "1372 MHz", "nvidia_smi_log.gpu.applications_clocks.graphics_clock": "1312 MHz", "nvidia_smi_log.gpu.applications_clocks.mem_clock": "877 MHz", "nvidia_smi_log.gpu.default_applications_clocks.graphics_clock": "1312 MHz", "nvidia_smi_log.gpu.default_applications_clocks.mem_clock": "877 MHz", "nvidia_smi_log.gpu.max_clocks.graphics_clock": "1530 MHz", "nvidia_smi_log.gpu.max_clocks.sm_clock": "1530 MHz", "nvidia_smi_log.gpu.max_clocks.mem_clock": "877 MHz", "nvidia_smi_log.gpu.max_clocks.video_clock": "1372 MHz", "nvidia_smi_log.gpu.max_customer_boost_clocks.graphics_clock": "1530 MHz", "nvidia_smi_log.gpu.processes.process_info.0.process_name": "python", "nvidia_smi_log.gpu.processes.process_info.1.process_name": "tritonserver", "hostname": "ip-10-100-8-98", "timestamp": 1615542360.9566503} diff --git a/docs/source/conf.py b/docs/source/conf.py index 3b8e255081..0844d812ac 100644 --- a/docs/source/conf.py +++ b/docs/source/conf.py @@ -114,7 +114,7 @@ BUILTIN_STL_SUPPORT = YES DOT_IMAGE_FORMAT = svg EXCLUDE_PATTERNS = */tests/* */include/nvtext/* */__pycache__/* - EXCLUDE_SYMBOLS = "@85" "cudf*" "py::literals" "RdKafka" "srf*" "std*" + EXCLUDE_SYMBOLS = "@85" "cudf*" "py::literals" "RdKafka" "mrc*" "std*" EXTENSION_MAPPING = cu=C++ cuh=C++ EXTRACT_ALL = YES FILE_PATTERNS = *.c *.cc *.cpp *.h *.hpp *.cu *.cuh *.md diff --git a/docs/source/developer_guide/contributing.md b/docs/source/developer_guide/contributing.md deleted file mode 120000 index c97564d93a..0000000000 --- a/docs/source/developer_guide/contributing.md +++ /dev/null @@ -1 +0,0 @@ -../../../CONTRIBUTING.md \ No newline at end of file diff --git a/docs/source/developer_guide/contributing.md b/docs/source/developer_guide/contributing.md new file mode 100644 index 0000000000..8797065656 --- /dev/null +++ b/docs/source/developer_guide/contributing.md @@ -0,0 +1,420 @@ + + +# Contributing to Morpheus + +Contributions to Morpheus fall into the following three categories. + +1. To report a bug, request a new feature, or report a problem with + documentation, please file an [issue](https://github.com/nv-morpheus/Morpheus/issues/new/choose) + describing in detail the problem or new feature. The Morpheus team evaluates + and triages issues, and schedules them for a release. If you believe the + issue needs priority attention, please comment on the issue to notify the + team. +2. To propose and implement a new Feature, please file a new feature request + [issue](https://github.com/nv-morpheus/Morpheus/issues/new/choose). Describe the + intended feature and discuss the design and implementation with the team and + community. Once the team agrees that the plan looks good, go ahead and + implement it, using the [code contributions](#code-contributions) guide below. +3. To implement a feature or bug-fix for an existing outstanding issue, please + follow the [code contributions](#code-contributions) guide below. If you + need more context on a particular issue, please ask in a comment. + +As contributors and maintainers to this project, +you are expected to abide by Morpheus' code of conduct. +More information can be found at: [Contributor Code of Conduct](CODE_OF_CONDUCT.md). + +## Code contributions + +### Your first issue + +1. Find an issue to work on. The best way is to look for issues with the [good first issue](https://github.com/nv-morpheus/Morpheus/issues) label. +2. Comment on the issue stating that you are going to work on it. +3. Code! Make sure to update unit tests! Ensure the [license headers are set properly](#Licensing). +4. When done, [create your pull request](https://github.com/nv-morpheus/Morpheus/compare). +5. Wait for other developers to review your code and update code as needed. +6. Once reviewed and approved, a Morpheus developer will merge your pull request. + +Remember, if you are unsure about anything, don't hesitate to comment on issues and ask for clarifications! + +### Seasoned developers + +Once you have gotten your feet wet and are more comfortable with the code, you can look at the prioritized issues for our next release in our [project boards](https://github.com/nv-morpheus/Morpheus/projects). + +> **Pro Tip:** Always look at the release board with the highest number for issues to work on. This is where Morpheus developers also focus their efforts. + +Look at the unassigned issues, and find an issue to which you are comfortable contributing. Start with _Step 2_ above, commenting on the issue to let others know you are working on it. If you have any questions related to the implementation of the issue, ask them in the issue instead of the PR. + +## Building from Source + +The following instructions are for developers who are getting started with the Morpheus repository. The Morpheus development environment is flexible (Docker, Conda and bare metal workflows) but has a high number of dependencies that can be difficult to setup. These instructions outline the steps for setting up a development environment inside a Docker container or on a host machine with Conda. + +All of the following instructions assume several variables have been set: + - `MORPHEUS_ROOT`: The Morpheus repository has been checked out at a location specified by this variable. Any non-absolute paths are relative to `MORPHEUS_ROOT`. + - `PYTHON_VER`: The desired Python version. Minimum required is `3.8` + - `RAPIDS_VER`: The desired RAPIDS version for all RAPIDS libraries including cuDF and RMM. This is also used for Triton. If in doubt use `22.08` + - `CUDA_VER`: The desired CUDA version to use. If in doubt use `11.5` + + +### Clone the repository and pull large file data from Git LFS + +```bash +export PYTHON_VER=3.8 +export RAPIDS_VER=22.08 +export CUDA_VER=11.5 +export MORPHEUS_ROOT=$(pwd)/morpheus +git clone https://github.com/nv-morpheus/Morpheus.git $MORPHEUS_ROOT +cd $MORPHEUS_ROOT +``` +The large model and data files in this repo are stored using [Git Large File Storage (LFS)](https://git-lfs.github.com/). These files will be required for running the training/validation scripts and example pipelines for the Morpheus pre-trained models. + +By default only those files stored in LFS strictly needed for running Morpheus are included when the Morpheus repository is cloned. Additional datasets can be downloaded using the `scripts/fetch_data.py` script. See the section [Git LFS](README.md#git-lfs) of the [README.md](README.md) file for details on this. + +### Build in Docker Container + +This workflow utilizes a Docker container to set up most dependencies ensuring a consistent environment. + +#### Prerequisites + +1. Ensure all [requirements](README.md#requirements) from [README.md](README.md) are met. +1. Build the development container + ```bash + ./docker/build_container_dev.sh + ``` + 1. The container tag will default to `morpheus:YYMMDD` where `YYMMDD` is the current 2 digit year, month and day respectively. The tag can be overridden by setting `DOCKER_IMAGE_TAG`. For example, + ```bash + DOCKER_IMAGE_TAG=my_tag ./docker/build_container_dev.sh + ``` + Would build the container `morpheus:my_tag`. + 1. To build the container with a debugging version of CPython installed, update the Docker target as follows: + ```shell + DOCKER_TARGET=development_pydbg ./docker/build_container_dev.sh + ``` + 1. Note: When debugging Python code, you just need to add `ci/conda/recipes/python-dbg/source` to your debugger's + source path. + 1. Once created, you will be able to introspect Python objects from within GDB. For example, if we were to break within a generator setup call and examine its PyFrame_Object `f`, it might look like this: + ```shell + #4 0x000056498ce685f4 in gen_send_ex (gen=0x7f3ecc07ad40, arg=, exc=, closing=) at Objects/genobject.c:222 + (gdb) pyo f + object address : 0x7f3eb3888750 + object refcount : 1 + object type : 0x56498cf99c00 + object type name: frame + object repr : ` directory or from `.cache/cpm/`. + - If all else fails, delete the entire `build/` directory and `.cache/` directory. + +## Licensing +Morpheus is licensed under the Apache v2.0 license. All new source files including CMake and other build scripts should contain the Apache v2.0 license header. Any edits to existing source code should update the date range of the copyright to the current year. The format for the license header is: + +``` +/* + * SPDX-FileCopyrightText: Copyright (c) , NVIDIA CORPORATION & AFFILIATES. All rights reserved. + * SPDX-License-Identifier: Apache-2.0 + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + ``` + +### Thirdparty code +Thirdparty code included in the source tree (that is not pulled in as an external dependency) must be compatible with the Apache v2.0 license and should retain the original license along with a url to the source. If this code is modified, it should contain both the Apache v2.0 license followed by the original license of the code and the url to the original code. + +Ex: +``` +/** + * SPDX-FileCopyrightText: Copyright (c) 2018-2021, NVIDIA CORPORATION & AFFILIATES. All rights reserved. + * SPDX-License-Identifier: Apache-2.0 + * + * Licensed under the Apache License, Version 2.0 (the "License"); + * you may not use this file except in compliance with the License. + * You may obtain a copy of the License at + * + * http://www.apache.org/licenses/LICENSE-2.0 + * + * Unless required by applicable law or agreed to in writing, software + * distributed under the License is distributed on an "AS IS" BASIS, + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. + * See the License for the specific language governing permissions and + * limitations under the License. + */ + +// +// Original Source: https://github.com/org/other_project +// +// Original License: +// ... +``` + + +--- + +## Attribution +Portions adopted from https://github.com/pytorch/pytorch/blob/master/CONTRIBUTING.md \ +Portions adopted from https://github.com/dask/dask/blob/master/docs/source/develop.rst diff --git a/docs/source/developer_guide/guides.md b/docs/source/developer_guide/guides.md index 3663c1f782..1be2901fb7 100644 --- a/docs/source/developer_guide/guides.md +++ b/docs/source/developer_guide/guides.md @@ -15,7 +15,7 @@ See the License for the specific language governing permissions and limitations under the License. --> -# Guides +# Developer Guides Morpheus includes several stages to choose from when building a custom pipeline, which can be included and configured to suit your needs. However, there are likely going to be situations that require writing a custom stage. Morpheus stages are written in Python and optionally may include a C++ implementation. The following guides outline how to create your own stages in both Python and C++. diff --git a/docs/source/developer_guide/guides/1_simple_python_stage.md b/docs/source/developer_guide/guides/1_simple_python_stage.md index 20166ea322..f7b51e8df7 100644 --- a/docs/source/developer_guide/guides/1_simple_python_stage.md +++ b/docs/source/developer_guide/guides/1_simple_python_stage.md @@ -19,7 +19,7 @@ limitations under the License. ## Background -Morpheus makes use of the SRF graph-execution framework. Morpheus pipelines are built on top of SRF pipelines. Pipelines in SRF are made up of segments; however, in many common cases, a SRF pipeline will consist of only a single segment. Our Morpheus stages will interact with the SRF segment to build nodes and add them to the SRF graph. In the common case, a Morpheus stage will add a single node to the graph, but in some cases it will add multiple nodes to the graph. +Morpheus makes use of the MRC graph-execution framework. Morpheus pipelines are built on top of MRC pipelines. Pipelines in MRC are made up of segments; however, in many common cases, a MRC pipeline will consist of only a single segment. Our Morpheus stages will interact with the MRC segment to build nodes and add them to the MRC graph. In the common case, a Morpheus stage will add a single node to the graph, but in some cases it will add multiple nodes to the graph. ## The Pass Through Stage @@ -73,7 +73,7 @@ Our `on_data` method accepts the incoming message and returns a message. The ret return message ``` -Finally, the `_build_single` method will be used at build time to wire our stage into the pipeline. `_build_single` receives an instance of the SRF pipeline segment along with a `StreamPair` instance. We will be using the segment instance to build a node from our stage and add it to the pipeline segment. The `StreamPair` argument is a tuple; the first element is our parent node, and the second is our parent node's output type. The return type of this method is also a `StreamPair`. Typically, we will be returning our newly constructed node along with our output type. +Finally, the `_build_single` method will be used at build time to wire our stage into the pipeline. `_build_single` receives an instance of the MRC pipeline segment along with a `StreamPair` instance. We will be using the segment instance to build a node from our stage and add it to the pipeline segment. The `StreamPair` argument is a tuple; the first element is our parent node, and the second is our parent node's output type. The return type of this method is also a `StreamPair`. Typically, we will be returning our newly constructed node along with our output type. ```python def _build_single(self, builder: mrc.Builder, input_stream: StreamPair) -> StreamPair: node = builder.make_node(self.unique_name, self.on_data) @@ -82,7 +82,7 @@ Finally, the `_build_single` method will be used at build time to wire our stage return node, input_stream[1] ``` -In most cases, a Morpheus stage will define and build a single SRF node. In some advanced cases, a stage can construct more than one node. For our purposes, a Morpheus _stage_ defines information about the type of node(s) it builds, while the _node_ is the instance of the stage that is wired into the SRF pipeline. To build the node, we will call the `make_node` method of the segment instance, passing to it our name and our `on_data` method. We used the `unique_name` property, which will take the name property which we already defined and append a unique id to it. +In most cases, a Morpheus stage will define and build a single MRC node. In some advanced cases, a stage can construct more than one node. For our purposes, a Morpheus _stage_ defines information about the type of node(s) it builds, while the _node_ is the instance of the stage that is wired into the MRC pipeline. To build the node, we will call the `make_node` method of the segment instance, passing to it our name and our `on_data` method. We used the `unique_name` property, which will take the name property which we already defined and append a unique id to it. ```python node = builder.make_node(self.unique_name, self.on_data) ``` diff --git a/docs/source/developer_guide/guides/2_real_world_phishing.md b/docs/source/developer_guide/guides/2_real_world_phishing.md index d5f78d7155..2ea171b6d9 100644 --- a/docs/source/developer_guide/guides/2_real_world_phishing.md +++ b/docs/source/developer_guide/guides/2_real_world_phishing.md @@ -144,7 +144,7 @@ It's important to note here that Triton is a service that is external to the Mor Triton will need to be running while we execute our pipeline. For simplicity, we will launch it locally inside of a Docker container. -Note: This step assumes you have both [Docker](https://docs.docker.com/engine/install/) and the [Nvidia container toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#installation-guide) installed. +Note: This step assumes you have both [Docker](https://docs.docker.com/engine/install/) and the [NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#installation-guide) installed. From the root of the Morpheus project we will launch a Triton Docker container with the `models` directory mounted into the container: @@ -608,10 +608,10 @@ In our `_build_single` we will be making use of the `make_sink` method rather th def _build_single(self, builder: mrc.Builder, input_stream: StreamPair) -> StreamPair: node = builder.make_sink(self.unique_name, self.on_data, self.on_error, self.on_complete) builder.make_edge(input_stream[0], node) - return input_stream + return (node, input_stream[1]) ``` -Note that in this case, while we created an edge from the parent node to our new node, we returned the `input_stream` unchanged. This allows for other sinks to be attached to our same parent node. We could hypothetically have a pipeline where we emit the results to both RabbitMQ and a file. In this situation, both would be children of the same upstream node. +Note that in this case, while we created an edge from the parent node to our new node. The return tuple contains our newly constructed node, along with the unchanged input type. Our sink will function as a pass-through allowing the possibility of other sinks to be added to the pipeline. We could hypothetically have a pipeline where we emit the results to both RabbitMQ and a file. ![Morpheus node dependency diagram](img/sink_deps.png) @@ -700,14 +700,17 @@ class WriteToRabbitMQStage(SinglePortStage): def _build_single(self, builder: mrc.Builder, input_stream: StreamPair) -> StreamPair: node = builder.make_sink(self.unique_name, self.on_data, self.on_error, self.on_complete) builder.make_edge(input_stream[0], node) - return input_stream + return (node, input_stream[1]) def on_data(self, message: MessageMeta) -> MessageMeta: df = message.df + buffer = StringIO() df.to_json(buffer, orient='records', lines=True) body = buffer.getvalue().strip() + self._channel.basic_publish(exchange=self._exchange, routing_key=self._routing_key, body=body) + return message def on_error(self, ex: Exception): @@ -719,4 +722,4 @@ class WriteToRabbitMQStage(SinglePortStage): ``` ## Note -For information about testing the `RabbitMQSourceStage` and `WriteToRabbitMQStage` stages refer to [examples/developer_guide/2_2_rabbitmq/README.md](../../../../examples/developer_guide/2_2_rabbitmq/README.md) +For information about testing the `RabbitMQSourceStage` and `WriteToRabbitMQStage` stages refer to [`examples/developer_guide/2_2_rabbitmq/README.md`](../../../../examples/developer_guide/2_2_rabbitmq/README.md) in the root of the Morpheus repo. diff --git a/docs/source/developer_guide/guides/3_simple_cpp_stage.md b/docs/source/developer_guide/guides/3_simple_cpp_stage.md index 91209575c2..c254b608fc 100644 --- a/docs/source/developer_guide/guides/3_simple_cpp_stage.md +++ b/docs/source/developer_guide/guides/3_simple_cpp_stage.md @@ -65,7 +65,7 @@ Note: `SourceT` and `SinkT` types are typically `shared_ptr`s to a Morpheus mess Note: The C++ implementation of a stage must receive and emit the same message types as the Python implementation. -Note: The "Python" in the `PythonSource` & `PythonNode` class names refers to the fact that these classes read and write objects registered with python, not the implementation language. +Note: The "Python" in the `PythonSource` & `PythonNode` class names refers to the fact that these classes read and write objects registered with Python, not the implementation language. ## A Simple Pass Through Stage @@ -73,7 +73,7 @@ As in our Python guide, we will start with a simple pass through stage which can While our Python implementation accepts messages of any type (in the form of Python objects), on the C++ side we don't have that flexibility since our node is subject to C++ static typing rules. In practice, this isn't a limitation as we usually know which specific message types we need to work with. -To start with, we have our Morpheus and SRF-specific includes: +To start with, we have our Morpheus and MRC-specific includes: ```cpp #include // for MultiMessage @@ -114,11 +114,11 @@ For simplicity, we defined `base_t` as an alias for our base class type because std::function, rxcpp::subscriber)> ``` -This means that a SRF subscribe function accepts an `rxcpp::observable` of type `InputT` and `rxcpp::subscriber` of type `OutputT` and returns a subscription. In our case, both `InputT` and `OutputT` are `std::shared_ptr`. +This means that a MRC subscribe function accepts an `rxcpp::observable` of type `InputT` and `rxcpp::subscriber` of type `OutputT` and returns a subscription. In our case, both `InputT` and `OutputT` are `std::shared_ptr`. -All Morpheus C++ stages receive an instance of a SRF Segment Builder and a name (Typically this is the Python class' `unique_name` property) when constructed from Python. Note that C++ segments don't receive an instance of the Morpheus config. Therefore, if there are any attributes in the config needed by the C++ class, it is the responsibility of the Python class to extract them and pass them in as parameters to the C++ class. +All Morpheus C++ stages receive an instance of a MRC Segment Builder and a name (Typically this is the Python class' `unique_name` property) when constructed from Python. Note that C++ segments don't receive an instance of the Morpheus config. Therefore, if there are any attributes in the config needed by the C++ class, it is the responsibility of the Python class to extract them and pass them in as parameters to the C++ class. -We will also define an interface proxy object to keep the class definition separated from the Python interface. This isn't strictly required, but it is a convention used internally by Morpheus. Our proxy object will define a static method named `init` which is responsible for constructing a `PassThruStage` instance and returning it wrapped in a `shared_ptr`. There are many common Python types that pybind11 [automatically converts](https://pybind11.readthedocs.io/en/latest/advanced/cast/overview.html#conversion-table) to their associated C++ types. The SRF `Builder` is a C++ object with Python bindings. The proxy interface object is used to help insulate Python bindings from internal implementation details. +We will also define an interface proxy object to keep the class definition separated from the Python interface. This isn't strictly required, but it is a convention used internally by Morpheus. Our proxy object will define a static method named `init` which is responsible for constructing a `PassThruStage` instance and returning it wrapped in a `shared_ptr`. There are many common Python types that pybind11 [automatically converts](https://pybind11.readthedocs.io/en/latest/advanced/cast/overview.html#conversion-table) to their associated C++ types. The MRC `Builder` is a C++ object with Python bindings. The proxy interface object is used to help insulate Python bindings from internal implementation details. ```cpp struct PassThruStageInterfaceProxy diff --git a/docs/source/developer_guide/guides/4_source_cpp_stage.md b/docs/source/developer_guide/guides/4_source_cpp_stage.md index 787c66e0d8..37bb16bbdd 100644 --- a/docs/source/developer_guide/guides/4_source_cpp_stage.md +++ b/docs/source/developer_guide/guides/4_source_cpp_stage.md @@ -38,7 +38,7 @@ Our includes section looks like: #include ``` -The SRF includes bring in the definitions for SRF `Builder`, `SegmentObject` and `PythonSource`. +The MRC includes bring in the definitions for MRC `Builder`, `SegmentObject` and `PythonSource`. Our namespace and class definition looks like this: @@ -184,7 +184,7 @@ Our includes section looks like: The [Google Logging Library](https://github.com/google/glog) (glog) is used by Morpheus for logging; however, the choice of a logger is up to the individual developer. -SRF uses the [Boost.Fiber](https://www.boost.org/doc/libs/1_77_0/libs/fiber/doc/html/fiber/overview.html) library to perform task scheduling. In the future, SRF will likely expose a configuration option to choose between fibers or `std::thread`. +MRC uses the [Boost.Fiber](https://www.boost.org/doc/libs/1_77_0/libs/fiber/doc/html/fiber/overview.html) library to perform task scheduling. In the future, MRC will likely expose a configuration option to choose between fibers or `std::thread`. For now, all Morpheus stages, both Python and C++, are executed within a fiber. In general, authors of a stage don't need to be too concerned about this detail, with two notable exceptions: 1. Rather than yielding or sleeping a thread, stage authors should instead call [boost::this_fiber::yield](https://www.boost.org/doc/libs/master/libs/fiber/doc/html/fiber/fiber_mgmt/this_fiber.html#this_fiber_yield) and [boost::this_fiber::sleep_for](https://www.boost.org/doc/libs/master/libs/fiber/doc/html/fiber/fiber_mgmt/this_fiber.html#this_fiber_sleep_for), respectively. 1. In cases where thread-local storage is desired, [fiber local storage](https://www.boost.org/doc/libs/1_77_0/libs/fiber/doc/html/fiber/fls.html) should be used instead. diff --git a/docs/source/developer_guide/guides/img/sink_deps.png b/docs/source/developer_guide/guides/img/sink_deps.png index dfac47a4a0..fda98aa301 100644 --- a/docs/source/developer_guide/guides/img/sink_deps.png +++ b/docs/source/developer_guide/guides/img/sink_deps.png @@ -1,3 +1,3 @@ version https://git-lfs.github.com/spec/v1 -oid sha256:f36de81a441be55329b168825d6e78ac9273a3298da8738fd4404292ef7a7a03 -size 8853 +oid sha256:38f58a853bc1f7cc07a7be04978119900682ec51d7a3a3f09913f18ae2ce0bd1 +size 7612 diff --git a/docs/source/developer_guide/guides/index.rst b/docs/source/developer_guide/guides/index.rst index 0e31a0f50d..41de56ea28 100644 --- a/docs/source/developer_guide/guides/index.rst +++ b/docs/source/developer_guide/guides/index.rst @@ -1,6 +1,6 @@ -====== -Guides -====== +================ +Developer Guides +================ .. toctree:: :maxdepth: 20 diff --git a/docs/source/examples/sid_visualization/img b/docs/source/examples/sid_visualization/img new file mode 120000 index 0000000000..089053e7a7 --- /dev/null +++ b/docs/source/examples/sid_visualization/img @@ -0,0 +1 @@ +../../../../examples/sid_visualization/img \ No newline at end of file diff --git a/docs/source/getting_started.md b/docs/source/getting_started.md index 98b583be21..da2393b5b4 100644 --- a/docs/source/getting_started.md +++ b/docs/source/getting_started.md @@ -22,7 +22,7 @@ There are three ways to get started with Morpheus: - [Building the Morpheus Docker container](#building-the-morpheus-container) - [Building Morpheus from source](./developer_guide/contributing.md#building-from-source) -The [pre-built Docker containers](#using-pre-built-docker-containers) are the easiest way to get started with the latest release of Morpheus. Instructions on how to download and run these containers, including the necessary data and models, can be found on [NGC](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/collections/morpheus_). +The [pre-built Docker containers](#using-pre-built-docker-containers) are the easiest way to get started with the latest release of Morpheus. Released versions of Morpheus containers can be found on [NGC](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/collections/morpheus_). More advanced users, or those who are interested in using the latest pre-release features, will need to [build the Morpheus container](#building-the-morpheus-container) or [build from source](./developer_guide/contributing.md#building-from-source). @@ -30,11 +30,14 @@ More advanced users, or those who are interested in using the latest pre-release - Pascal architecture GPU or better - NVIDIA driver `450.80.02` or higher - [Docker](https://docs.docker.com/get-docker/) -- [The NVIDIA container toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) +- [The NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) - [NVIDIA Triton Inference Server](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tritonserver) `22.06` or higher +#### Note about Docker: +> The Morpheus documentation and examples assume that the [Manage Docker as a non-root user](https://docs.docker.com/engine/install/linux-postinstall/#manage-docker-as-a-non-root-user) post install step has been performed allowing Docker commands to be executed by a non-root user. This is not strictly necessary so long as the current user has `sudo` privileges to execute Docker commands. + ## Using pre-built Docker containers -### Pulling the Morpheus Image +### Pull the Morpheus Image 1. Goto [https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/containers/morpheus/tags](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/morpheus/containers/morpheus/tags) 1. Choose a version 1. Download the selected version, for example for `22.11`: @@ -42,7 +45,32 @@ More advanced users, or those who are interested in using the latest pre-release docker pull nvcr.io/nvidia/morpheus/morpheus:22.11-runtime ``` -Skip ahead to the [Starting the Morpheus Container](#starting-the-morpheus-container) section. +#### Note about Morpheus versions: +> Morpheus uses Calendar Versioning ([CalVer](https://calver.org/)). For each Morpheus release there will be an image tagged in the form of `YY.MM-runtime` this tag will always refer to the latest point release for that version. In addition to this there will also be at least one point release version tagged in the form of `vYY.MM.00-runtime` this will be the initial point release for that version (ex. `v22.11.00-runtime`). In the event of a major bug, we may release additional point releases (ex. `v22.11.01-runtime`, `v22.11.02-runtime` etc...), and the `YY.MM-runtime` tag will be updated to reference that point release. +> +> Users who want to ensure they are running with the latest bug fixes should use a release image tag (`YY.MM-runtime`). Users who need to deploy a specific version into production should use a point release image tag (`vYY.MM.00-runtime`). + +### Starting the Morpheus Container +1. Ensure that [The NVIDIA Container Toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) is installed. +1. Start the container downloaded from the previous section: +```bash +docker run --rm -ti --runtime=nvidia --gpus=all --net=host -v /var/run/docker.sock:/var/run/docker.sock nvcr.io/nvidia/morpheus/morpheus:22.11-runtime bash +``` + +Note about some of the flags above: +| Flag | Description | +| ---- | ----------- | +| `--runtime=nvidia` | Choose the NVIDIA docker runtime, this enables access to the GPU inside the container. This flag isn't needed if the `nvidia` runtime is already set as the default runtime for Docker. | +| `--gpus=all` | Specify which GPUs the container has access to. Alternately a specific GPU could be chosen with `--gpus=` | +| `--net=host` | Most of the Morpheus pipelines utilize [NVIDIA Triton Inference Server](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tritonserver), which will be running in another container. For simplicity we will give the container access to the host system's network, production deployments may opt for an explicit network configuration. | +| `-v /var/run/docker.sock:/var/run/docker.sock` | Enables access to the Docker socket file from within the running container, this allows launching other Docker containers from within the Morpheus container. This flag is required for launching Triton with access to the included Morpheus models, users with their own models can omit this. | + +Once launched, users wishing to launch Triton using the included Morpheus models will need to install the Docker tools in the Morpheus container by running: +```bash +./docker/install_docker.sh +``` + +Skip ahead to the [Launching Triton Server](#launching-triton-server) section. ## Building the Morpheus Container ### Clone the Repository @@ -66,6 +94,7 @@ scripts/fetch_data.py fetch [...] At time of writing the defined datasets are: * all - Metaset includes all others +* docs - Graphics needed for documentation * examples - Data needed by scripts in the `examples` subdir * models - Morpheus models (largest dataset) * tests - Data used by unittests @@ -81,7 +110,7 @@ To download the data needed for unittests: scripts/fetch_data.py fetch tests validation ``` -If `Git LFS` is not installed the before cloning the repository, the `scripts/fetch_data.py` script will fail. If this is the case follow the instructions for installing `Git LFS` from [here](https://git-lfs.github.com/), and then run the following command: +If `Git LFS` is not installed before cloning the repository, the `scripts/fetch_data.py` script will fail. If this is the case, follow the instructions for installing `Git LFS` from [here](https://git-lfs.github.com/), and then run the following command: ```bash git lfs install ``` @@ -94,7 +123,7 @@ To assist in building the Morpheus container, several scripts have been provided ./docker/build_container_release.sh ``` -This will create an image named `nvcr.io/nvidia/morpheus/morpheus:${MORPHEUS_VERSION}-runtime` where `$MORPHEUS_VERSION` is replaced by the output of `git describe --tags --abbrev=0`. +By default this will create an image named `nvcr.io/nvidia/morpheus/morpheus:${MORPHEUS_VERSION}-runtime` where `$MORPHEUS_VERSION` is replaced by the output of `git describe --tags --abbrev=0`. You can specify a different Docker image name and tag by passing the script the `DOCKER_IMAGE_NAME`, and `DOCKER_IMAGE_TAG` environment variables respectively. To run the built "release" container, use the following: @@ -102,41 +131,42 @@ To run the built "release" container, use the following: ./docker/run_container_release.sh ``` -You can specify different Docker images and tags by passing the script the `DOCKER_IMAGE_TAG`, and `DOCKER_IMAGE_TAG` variables respectively. For example, to run version `v22.11.00a` use the following: +The `./docker/run_container_release.sh` script accepts the same `DOCKER_IMAGE_NAME`, and `DOCKER_IMAGE_TAG` environment variables that the `./docker/build_container_release.sh` script does. For example, to run version `v22.11.00a` use the following: ```bash DOCKER_IMAGE_TAG="v22.11.00a-runtime" ./docker/run_container_release.sh ``` -## Starting the Morpheus Container -1. Ensure that [The NVIDIA container toolkit](https://docs.nvidia.com/datacenter/cloud-native/container-toolkit/install-guide.html#docker) is installed. -1. Start the container downloaded from the previous section: -```bash -docker run --rm -ti --runtime=nvidia --gpus=all --net=host nvcr.io/nvidia/morpheus/morpheus:22.11-runtime bash -``` +## Launching Triton Server -Note about some of the flags above: -| Flag | Description | -| ---- | ----------- | -| `--runtime=nvidia` | Choose the Nvidia docker runtime, this enables access to the GPU inside the container. This flag isn't needed if the `nvidia` runtime is already set as the default runtime for Docker | -| `--gpus=all` | Specify which GPUs the container has access to. Alternately a specific GPU could be chosen with `--gpus=` | -| `--net=host` | Most of the Morpheus pipelines utilize [NVIDIA Triton Inference Server](https://catalog.ngc.nvidia.com/orgs/nvidia/containers/tritonserver), which will be running in another container. For simplicity we will give the container access to the host system's network, production deployments may opt for an explicit network configuration. | +Many of the validation tests and example workflows require a Triton server to function. In a new terminal, from the root of the Morpheus repo, use the following command to launch a Docker container for Triton loading all of the included pre-trained models: -## Launching Triton Server +```bash +docker run --rm -ti --gpus=all -p8000:8000 -p8001:8001 -p8002:8002 \ + -v $PWD/models:/models \ + nvcr.io/nvidia/tritonserver:22.08-py3 \ + tritonserver --model-repository=/models/triton-model-repo \ + --exit-on-error=false \ + --log-info=true \ + --strict-readiness=false \ + --disable-auto-complete-config +``` -Many of the validation tests and example workflows require a Triton server to function. -In a new terminal, from the root of the Morpheus repo, use the following command to launch a Docker container for Triton loading all of the included pre-trained models: +This will launch Triton using the default network ports (8000 for HTTP, 8001 for GRPC, and 8002 for metrics), loading all of the examples models in the Morpheus repo. +Note: The above command is useful for testing out Morpheus, however it does load several models into GPU memory, which at time of writing consumes roughly 2GB of GPU memory. Production users should consider only loading the specific model(s) they plan on using with the `--model-control-mode=explicit` and `--load-model` flags. For example to launch Triton only loading the `abp-nvsmi-xgb` model: ```bash docker run --rm -ti --gpus=all -p8000:8000 -p8001:8001 -p8002:8002 \ - -v $PWD/models:/models \ - nvcr.io/nvidia/tritonserver:22.08-py3 \ - tritonserver --model-repository=/models/triton-model-repo \ - --exit-on-error=false \ - --log-info=true \ - --strict-readiness=false + -v $PWD/models:/models \ + nvcr.io/nvidia/tritonserver:22.08-py3 \ + tritonserver --model-repository=/models/triton-model-repo \ + --exit-on-error=false \ + --log-info=true \ + --strict-readiness=false \ + --disable-auto-complete-config \ + --model-control-mode=explicit \ + --load-model abp-nvsmi-xgb ``` -This will launch Triton using the default network ports (8000 for HTTP, 8001 for GRPC, and 8002 for metrics). ## Running Morpheus @@ -146,11 +176,11 @@ For full example pipelines using both the Python API and command line interface, ### Morpheus Python Interface -The Morpheus Python interface allows users to configure their pipelines using a Python script file. This is ideal for users who are working in a Jupyter notebook, and users who need complex initialization logic. Documentation on using both the Morpheus Python & C++ APIs can be found in the [Morpheus Developer Guide](./developer_guide/guides.md). +The Morpheus Python interface allows users to configure their pipelines using a Python script file. This is ideal for users who are working in a Jupyter Notebook, and users who need complex initialization logic. Documentation on using both the Morpheus Python & C++ APIs can be found in the [Morpheus Developer Guide](./developer_guide/guides.md). ### Morpheus Command Line Interface (CLI) -The CLI allows users to completely configure a Morpheus pipeline directly from a terminal. This is ideal for users who do not need customized stages and for users configuring a pipeline in Kubernetes. The Morpheus CLI can be invoked using the `morpheus` command and is capable of running linear pipelines as well as additional tools. Instructions for using the CLI can be queried directly in the terminal using `morpheus --help`: +The CLI allows users to completely configure a Morpheus pipeline directly from a terminal. This is ideal for users configuring a pipeline in Kubernetes. The Morpheus CLI can be invoked using the `morpheus` command and is capable of running linear pipelines as well as additional tools. Instructions for using the CLI can be queried directly in the terminal using `morpheus --help`: ```bash $ morpheus --help @@ -208,42 +238,33 @@ Several examples on using the Morpheus CLI can be found in the [Basic Usage](./e When configuring a pipeline via the CLI, you start with the command `morpheus run pipeline` and then list the stages in order from start to finish. The order that the commands are placed in will be the order that data flows from start to end. The output of each stage will be linked to the input of the next. For example, to build a simple pipeline that reads from Kafka, deserializes messages, serializes them, and then writes to a file, use the following: ```bash -morpheus run pipeline-nlp from-kafka --bootstrap_servers localhost:9092 --input_topic test_pcap deserialize serialize to-file --filename .tmp/temp_out.json +morpheus --log_level=INFO run pipeline-nlp from-kafka --bootstrap_servers localhost:9092 --input_topic test_pcap deserialize serialize to-file --filename .tmp/temp_out.json --overwrite ``` -The output should be similar to: - +The output should contain lines similar to: ``` -====Building Pipeline==== -Added source: +====Pipeline Started==== +Added source: └─> morpheus.MessageMeta Added stage: └─ morpheus.MessageMeta -> morpheus.MultiMessage -Added stage: - └─ morpheus.MultiMessage -> pandas.DataFrame -Added stage: - └─ pandas.DataFrame -> pandas.DataFrame -====Building Pipeline Complete!==== +Added stage: + └─ morpheus.MultiMessage -> morpheus.MessageMeta +Added stage: + └─ morpheus.MessageMeta -> morpheus.MessageMeta ``` -This is important because it shows you the order of the stages and the output type of each one. Since some stages cannot accept all types of inputs, Morpheus will report an error if you have configured your pipeline incorrectly. For example, if we run the same command as above but forget the `serialize` stage, Morpheus should ouput an error similar to: +This is important because, when the log level is set to `INFO` and above, it shows you the order of the stages and the output type of each one. Since some stages cannot accept all types of inputs, Morpheus will report an error if you have configured your pipeline incorrectly. For example, if we run the same command as above but forget the `serialize` stage, Morpheus should output an error similar to: ```bash -$ morpheus run pipeline-nlp from-kafka --input_topic test_pcap deserialize to-file --filename .tmp/temp_out.json --overwrite - -====Building Pipeline==== -Added source: from-kafka -> -Added stage: deserialize -> - -Traceback (most recent call last): - File "morpheus/pipeline/pipeline.py", line 228, in build_and_start - current_stream_and_type = await s.build(current_stream_and_type) - File "morpheus/pipeline/pipeline.py", line 108, in build - raise RuntimeError("The {} stage cannot handle input of {}. Accepted input types: {}".format( -RuntimeError: The to-file stage cannot handle input of . Accepted input types: (typing.List[str],) +$ morpheus run pipeline-nlp from-kafka --bootstrap_servers localhost:9092 --input_topic test_pcap deserialize to-file --filename .tmp/temp_out.json --overwrite +Configuring Pipeline via CLI +Starting pipeline via CLI... Ctrl+C to Quit +E20221214 14:53:17.425515 452045 controller.cpp:62] exception caught while performing update - this is fatal - issuing kill +E20221214 14:53:17.425714 452045 context.cpp:125] rank: 0; size: 1; tid: 140065439217216; fid: 0x7f6144041000: set_exception issued; issuing kill to current runnable. Exception msg: RuntimeError: The to-file stage cannot handle input of . Accepted input types: (,) ``` -This indicates that the `to-file` stage cannot accept the input type of `morpheus.pipeline.messages.MultiMessage`. This is because the `to-file` stage has no idea how to write that class to a file; it only knows how to write strings. To ensure you have a valid pipeline, look at the `Accepted input types: (typing.List[str],)` portion of the message. This indicates you need a stage that converts from the output type of the `deserialize` stage, `morpheus.pipeline.messages.MultiMessage`, to `typing.List[str]`, which is exactly what the `serialize` stage does. +This indicates that the `to-file` stage cannot accept the input type of `morpheus.pipeline.messages.MultiMessage`. This is because the `to-file` stage has no idea how to write that class to a file; it only knows how to write messages of type `morpheus.messages.message_meta.MessageMeta`. To ensure you have a valid pipeline, look at the `Accepted input types: (,)` portion of the error message. This indicates you need a stage that converts from the output type of the `deserialize` stage, `morpheus.pipeline.messages.MultiMessage`, to `morpheus.messages.message_meta.MessageMeta`, which is exactly what the `serialize` stage does. #### Pipeline Stages @@ -251,71 +272,73 @@ A complete list of the pipeline stages will be added in the future. For now, you ```bash $ morpheus run pipeline-nlp --help -Usage: morpheus run pipeline-nlp [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 - [ARGS]...]... +Usage: morpheus run pipeline-nlp [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 [ARGS]...]... Commands: - add-class Add detected classifications to each message - add-scores Add probability scores to each message - buffer (Deprecated) Buffer results - delay (Deprecated) Delay results for a certain duration - deserialize Deserialize source data from JSON. - dropna Drop null data entries from a DataFrame - filter Filter message by a classification threshold - from-file Load messages from a file - from-kafka Load messages from a Kafka cluster - gen-viz (Deprecated) Write out visualization data frames - inf-identity Perform a no-op inference for testing - inf-pytorch Perform inference with PyTorch - inf-triton Perform inference with Triton - mlflow-drift Report model drift statistics to ML Flow - monitor Display throughput numbers at a specific point in the pipeline - preprocess Convert messages to tokens - serialize Serializes messages into a text format - to-file Write all messages to a file - to-kafka Write all messages to a Kafka cluster - validate Validates pipeline output against an expected output + add-class Add detected classifications to each message. + add-scores Add probability scores to each message. + buffer (Deprecated) Buffer results. + delay (Deprecated) Delay results for a certain duration. + deserialize Deserialize source data into Dataframes. + dropna Drop null data entries from a DataFrame. + filter Filter message by a classification threshold. + from-file Load messages from a file. + from-kafka Load messages from a Kafka cluster. + gen-viz (Deprecated) Write out visualization DataFrames. + inf-identity Perform inference for testing that performs a no-op. + inf-pytorch Perform inference with PyTorch. + inf-triton Perform inference with Triton Inference Server. + mlflow-drift Report model drift statistics to ML Flow. + monitor Display throughput numbers at a specific point in the pipeline. + preprocess Prepare NLP input DataFrames for inference. + serialize Include & exclude columns from messages. + to-file Write all messages to a file. + to-kafka Write all messages to a Kafka cluster. + trigger Buffer data until the previous stage has completed. + validate Validate pipeline output for testing. ``` And for the FIL pipeline: ```bash $ morpheus run pipeline-fil --help -Usage: morpheus run pipeline-fil [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 - [ARGS]...]... +Usage: morpheus run pipeline-fil [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 [ARGS]...]... Commands: - add-class Add detected classifications to each message - add-scores Add probability scores to each message - buffer (Deprecated) Buffer results - delay (Deprecated) Delay results for a certain duration - deserialize Deserialize source data from JSON. - dropna Drop null data entries from a DataFrame - filter Filter message by a classification threshold - from-file Load messages from a file - from-kafka Load messages from a Kafka cluster - inf-identity Perform a no-op inference for testing - inf-pytorch Perform inference with PyTorch - inf-triton Perform inference with Triton - mlflow-drift Report model drift statistics to ML Flow - monitor Display throughput numbers at a specific point in the pipeline - preprocess Convert messages to tokens - serialize Serializes messages into a text format - to-file Write all messages to a file - to-kafka Write all messages to a Kafka cluster - validate Validates pipeline output against an expected output + add-class Add detected classifications to each message. + add-scores Add probability scores to each message. + buffer (Deprecated) Buffer results. + delay (Deprecated) Delay results for a certain duration. + deserialize Deserialize source data into Dataframes. + dropna Drop null data entries from a DataFrame. + filter Filter message by a classification threshold. + from-appshield Source stage is used to load Appshield messages from one or more plugins into a + dataframe. It normalizes nested json messages and arranges them into a dataframe by + snapshot and source. + from-file Load messages from a file. + from-kafka Load messages from a Kafka cluster. + inf-identity Perform inference for testing that performs a no-op. + inf-pytorch Perform inference with PyTorch. + inf-triton Perform inference with Triton Inference Server. + mlflow-drift Report model drift statistics to ML Flow. + monitor Display throughput numbers at a specific point in the pipeline. + preprocess Prepare FIL input DataFrames for inference. + serialize Include & exclude columns from messages. + to-file Write all messages to a file. + to-kafka Write all messages to a Kafka cluster. + trigger Buffer data until the previous stage has completed. + validate Validate pipeline output for testing. ``` And for the AE pipeline: ```bash $ morpheus run pipeline-ae --help -Usage: morpheus run pipeline-ae [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 - [ARGS]...]... +Usage: morpheus run pipeline-ae [OPTIONS] COMMAND1 [ARGS]... [COMMAND2 [ARGS]...]... @@ -337,7 +360,7 @@ Commands: to-file Write all messages to a file. to-kafka Write all messages to a Kafka cluster. train-ae Train an Autoencoder model on incoming data. - trigger Buffer data until previous stage has completed. + trigger Buffer data until the previous stage has completed. validate Validate pipeline output for testing. ``` Note: The available commands for different types of pipelines are not the same. This means that the same stage, when used in different pipelines, may have different options. Please check the CLI help for the most up-to-date information during development. diff --git a/docs/source/img/morpheus-banner.png b/docs/source/img/morpheus-banner.png new file mode 100644 index 0000000000..3b656731d3 --- /dev/null +++ b/docs/source/img/morpheus-banner.png @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aeb0c6bcf9967b28aa1b9fe07d50d31ed27eac21b71a4016c7cf1316f8a53a10 +size 447952 diff --git a/docs/source/index.rst b/docs/source/index.rst index a2c1740798..6025853bb6 100644 --- a/docs/source/index.rst +++ b/docs/source/index.rst @@ -23,6 +23,9 @@ Welcome to Morpheus Documentation ================================= +.. image:: ./img/morpheus-banner.png + :alt: NVIDIA Morpheus + NVIDIA Morpheus is an open AI application framework that provides cybersecurity developers with a highly optimized AI framework and pre-trained AI capabilities that allow them to instantaneously inspect all IP traffic across their data center fabric. The Morpheus developer framework allows teams to build their own optimized pipelines that address cybersecurity and information security use cases. Bringing a new level of security to data centers, Morpheus provides development capabilities around dynamic protection, real-time telemetry, adaptive policies, and cyber defenses for detecting and remediating cybersecurity threats. Features @@ -48,43 +51,62 @@ Features Getting Started --------------- -The best way to get started with Morpheus will vary depending on the goal of the user. +Using Morpheus +^^^^^^^^^^^^^^ * :doc:`getting_started` - Using pre-built Docker containers, building Docker containers from source, and fetching models and datasets + * :doc:`basics/overview` - Brief overview of the command line interface + * :doc:`basics/building_a_pipeline` - Introduction to building a pipeline using the command line interface * :doc:`Morpheus Examples ` - Example pipelines using both the Python API and command line interface * :doc:`Developer Guides ` - Covers extending Morpheus with custom stages - * :doc:`cloud_deployment_guide` - Kubernetes and cloud based deployments + +Modifying Morpheus +^^^^^^^^^^^^^^^^^^ * :doc:`developer_guide/contributing` - Covers building from source, making changes and contributing to Morpheus +Deploying Morpheus +^^^^^^^^^^^^^^^^^^ + * :doc:`cloud_deployment_guide` - Kubernetes and cloud based deployments -.. toctree:: - :maxdepth: 20 - :hidden: - getting_started - cloud_deployment_guide .. toctree:: - :caption: Basic Usage via CLI + :caption: Using Morpheus :maxdepth: 20 :hidden: + getting_started basics/overview basics/building_a_pipeline examples/index + developer_guide/guides/index .. toctree:: - :caption: Developer Guide: + :caption: Modifying Morpheus :maxdepth: 20 :hidden: developer_guide/architecture - developer_guide/guides/index - api developer_guide/contributing +.. toctree:: + :caption: Deploying Morpheus + :maxdepth: 20 + :hidden: + + getting_started + cloud_deployment_guide + +.. toctree:: + :caption: API + :maxdepth: 20 + :hidden: + + py_api + _lib/index + .. toctree:: :maxdepth: 20 - :caption: Extra Information: + :caption: Extra Information :hidden: extra_info/performance diff --git a/examples/developer_guide/2_2_rabbitmq/write_to_rabbitmq_stage.py b/examples/developer_guide/2_2_rabbitmq/write_to_rabbitmq_stage.py index fa98dd4810..9c1acf1562 100644 --- a/examples/developer_guide/2_2_rabbitmq/write_to_rabbitmq_stage.py +++ b/examples/developer_guide/2_2_rabbitmq/write_to_rabbitmq_stage.py @@ -71,7 +71,7 @@ def supports_cpp_node(self) -> bool: def _build_single(self, builder: mrc.Builder, input_stream: StreamPair) -> StreamPair: node = builder.make_sink(self.unique_name, self.on_data, self.on_error, self.on_complete) builder.make_edge(input_stream[0], node) - return input_stream + return (node, input_stream[1]) def on_data(self, message: MessageMeta) -> MessageMeta: df = message.df diff --git a/examples/developer_guide/4_rabbitmq_cpp_stage/write_to_rabbitmq_stage.py b/examples/developer_guide/4_rabbitmq_cpp_stage/write_to_rabbitmq_stage.py index fa98dd4810..9c1acf1562 100644 --- a/examples/developer_guide/4_rabbitmq_cpp_stage/write_to_rabbitmq_stage.py +++ b/examples/developer_guide/4_rabbitmq_cpp_stage/write_to_rabbitmq_stage.py @@ -71,7 +71,7 @@ def supports_cpp_node(self) -> bool: def _build_single(self, builder: mrc.Builder, input_stream: StreamPair) -> StreamPair: node = builder.make_sink(self.unique_name, self.on_data, self.on_error, self.on_complete) builder.make_edge(input_stream[0], node) - return input_stream + return (node, input_stream[1]) def on_data(self, message: MessageMeta) -> MessageMeta: df = message.df diff --git a/examples/digital_fingerprinting/production/conda_env.yml b/examples/digital_fingerprinting/production/conda_env.yml index 356656aba7..7a6b62fc62 100644 --- a/examples/digital_fingerprinting/production/conda_env.yml +++ b/examples/digital_fingerprinting/production/conda_env.yml @@ -17,7 +17,7 @@ name: morpheus channels: - rapidsai - nvidia - - nvidia/label/dev # For pre-releases of SRF. Should still default to full releases if available + - nvidia/label/dev # For pre-releases of MRC. Should still default to full releases if available - nvidia/label/cuda-11.5.2 # For cuda-nvml-dev=11.5, which is not published under nvidia channel yet. - conda-forge dependencies: diff --git a/examples/gnn_fraud_detection_pipeline/README.md b/examples/gnn_fraud_detection_pipeline/README.md index 669a59e45c..5987452f31 100644 --- a/examples/gnn_fraud_detection_pipeline/README.md +++ b/examples/gnn_fraud_detection_pipeline/README.md @@ -18,7 +18,7 @@ limitations under the License. ## Requirements -Prior to running the gnn fraud detection pipeline, additional requirements must be installed in to your conda environment. A supplemental requirements file has been provided in this example directory. +Prior to running the gnn fraud detection pipeline, additional requirements must be installed in to your Conda environment. A supplemental requirements file has been provided in this example directory. ```bash mamba env update -n ${CONDA_DEFAULT_ENV} -f examples/gnn_fraud_detection_pipeline/requirements.yml diff --git a/examples/gnn_fraud_detection_pipeline/requirements.yml b/examples/gnn_fraud_detection_pipeline/requirements.yml index 65ccde42f2..ab8ae1ebb8 100644 --- a/examples/gnn_fraud_detection_pipeline/requirements.yml +++ b/examples/gnn_fraud_detection_pipeline/requirements.yml @@ -16,7 +16,7 @@ channels: - rapidsai - nvidia - - nvidia/label/dev # For pre-releases of SRF. Should still default to full releases if available + - nvidia/label/dev # For pre-releases of MRC. Should still default to full releases if available - nvidia/label/cuda-11.5.2 # For cuda-nvml-dev=11.5, which is not published under nvidia channel yet. - stellargraph - conda-forge diff --git a/examples/ransomware_detection/README.md b/examples/ransomware_detection/README.md index 152e881c56..4a3ca56914 100644 --- a/examples/ransomware_detection/README.md +++ b/examples/ransomware_detection/README.md @@ -43,7 +43,7 @@ docker run --rm -ti --gpus=all -p8000:8000 -p8001:8001 -p8002:8002 -v $PWD/model ``` ## Requirements -**Note**: Make sure `dask` and `distributed` are installed in your conda environment before running the ransomware detection pipeline. Run the installation command specified below if not. +**Note**: Make sure `dask` and `distributed` are installed in your Conda environment before running the ransomware detection pipeline. Run the installation command specified below if not. ```bash conda install dask==2022.7.0 distributed==2022.7.0 diff --git a/examples/sid_visualization/README.md b/examples/sid_visualization/README.md index 71def8aec2..c6feb0960c 100644 --- a/examples/sid_visualization/README.md +++ b/examples/sid_visualization/README.md @@ -51,7 +51,7 @@ DOCKER_BUILDKIT=1 docker-compose up --build -d The following GUI should be displayed when all containers have completed launching: - +![Initial Window](./img/initial_win.png) ### Build Morpheus @@ -114,19 +114,19 @@ This launch will use all of the available datasets. Each dataset will show up as The following is a screenshot after all four batches have been processed: - +![Full Window](./img/full_win.png) Use the slider or the following buttons to step through the inferences batches in the visualization: | | | | ---------------------------- | ------------------------------------------------- | -| | Step to previous inference batch | -| | Step to next inference batch | -| | Step through all inference batches from beginning | -| | Pause animation | +| ![left](./img/left.png) | Step to previous inference batch | +| ![right](./img/right.png) | Step to next inference batch | +| ![replay](./img/replay.png) | Step through all inference batches from beginning | +| ![pause](./img/pause.png) | Pause animation | The visualization on the right shows nodes in the current inference batch represented as green spheres. White (benign) and red (SI) packets are shown flowing between the node connections. -While the animation is running, you can click the pause button or toggle off `Simulating`. Once paused, +While the animation is running, you can click the pause button or toggle off `Simulating`. Once paused, you will be able to hover over an individual packet to view its contents. Changing the dataset does not require relaunching the GUI. 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zxp%d~K6v6C5P*8b$Z#}sQN&lT))Eu_@CWg;XT?ANmua&p@4sOVhnhM(dFG>p|Kz`F z typing.List["StreamWrapper"]: @abstractmethod def supports_cpp_node(self): """ - Specifies whether this Stage is even capable of creating C++ nodes. During the build phase, this value will be - combined with Config.get().use_cpp to determine whether or not a C++ node is created. This is an instance method - to allow runtime decisions and derived classes to override base implementations. + Specifies whether this Stage is capable of creating C++ nodes. During the build phase, this value will be + combined with `CppConfig.get_should_use_cpp()` to determine whether or not a C++ node is created. This is an + instance method to allow runtime decisions and derived classes to override base implementations. """ # By default, return False unless otherwise specified # return False diff --git a/morpheus/stages/general/trigger_stage.py b/morpheus/stages/general/trigger_stage.py index e7b9fcf754..f499131ce1 100644 --- a/morpheus/stages/general/trigger_stage.py +++ b/morpheus/stages/general/trigger_stage.py @@ -29,7 +29,7 @@ @register_stage("trigger") class TriggerStage(SinglePortStage): """ - Buffer data until previous stage has completed. + Buffer data until the previous stage has completed. This stage will buffer all inputs until the source stage is complete. At that point all messages will be dumped into downstream stages. Useful for testing performance of one stage at a time. diff --git a/morpheus/stages/input/appshield_source_stage.py b/morpheus/stages/input/appshield_source_stage.py index ecf2d70a2d..5e745ddf7a 100644 --- a/morpheus/stages/input/appshield_source_stage.py +++ b/morpheus/stages/input/appshield_source_stage.py @@ -40,7 +40,7 @@ class AppShieldSourceStage(SingleOutputSource): """ Source stage is used to load Appshield messages from one or more plugins into a dataframe. It normalizes nested json messages and arranges them into a dataframe by snapshot - and source(Determine which source generated the plugin messages). + and source. Parameters ----------