From 0773e2c8aee557b0ae4e53ad1b811a30370c8be3 Mon Sep 17 00:00:00 2001 From: Izzet Yildirim Date: Fri, 11 Oct 2024 15:38:47 -0500 Subject: [PATCH] Repository: Update README and CITATION (#223) * Enhance README.md * Remove coverage status from README.md for now * Delete unused .trace-0-of-2.pfw file * Add seaborn to DFAnalyzer requirements * Create CITATION.cff * Fix CITATION.cff * Update CITATION.cff * Update ci.yml --- .github/workflows/ci.yml | 4 +- .trace-0-of-2.pfw | 705 --------------------------------------- CITATION.cff | 89 +++++ README.md | 105 +++--- 4 files changed, 151 insertions(+), 752 deletions(-) delete mode 100644 .trace-0-of-2.pfw create mode 100644 CITATION.cff diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 65436a6f..d5264c86 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -1,8 +1,8 @@ -name: DFTracer Build and Test +name: Build and Test on: pull_request: - branches: [ main, develop ] + branches: [main, develop] push: 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software and the paper. +title: "DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows" +abstract: A multi-level dataflow tracer designed for capturing I/O calls from AI-driven workflows. +license: MIT +url: https://github.com/hariharan-devarajan/dftracer +repository-code: https://github.com/hariharan-devarajan/dftracer +contact: + - name: Hariharan Devarajan + email: mani.hariharan@gmail.com +authors: + - family-names: Devarajan + given-names: Hariharan + orcid: https://orcid.org/0000-0001-5625-3494 + - family-names: Pottier + given-names: Loic + orcid: https://orcid.org/0000-0002-7681-3521 + - family-names: Velusamy + given-names: Kaushik + orcid: https://orcid.org/0000-0003-4902-8760 + - family-names: Zheng + given-names: Huihuo + orcid: https://orcid.org/0000-0001-9008-9552 + - family-names: Yildirim + given-names: Izzet + orcid: https://orcid.org/0000-0003-3513-0764 + - family-names: Kogiou + given-names: Olga + orcid: https://orcid.org/0009-0009-6043-4437 + - family-names: Yu + given-names: Weikuan + orcid: https://orcid.org/0000-0002-8754-0311 + - family-names: Kougkas + given-names: Anthony + orcid: https://orcid.org/0000-0003-3943-663X + - family-names: Sun + given-names: Xian-He + orcid: https://orcid.org/0000-0002-1093-0792 + - family-names: Yeom + given-names: Jae Seung + orcid: https://orcid.org/0000-0001-5464-6040 + - family-names: Mohror + given-names: Kathryn + orcid: https://orcid.org/0000-0002-1366-1655 +preferred-citation: + type: conference-paper + title: "DFTracer: An Analysis-Friendly Data Flow Tracer for AI-Driven Workflows" + year: 2024 + authors: + - family-names: Devarajan + given-names: Hariharan + orcid: https://orcid.org/0000-0001-5625-3494 + - family-names: Pottier + given-names: Loic + orcid: https://orcid.org/0000-0002-7681-3521 + - family-names: Velusamy + given-names: Kaushik + orcid: https://orcid.org/0000-0003-4902-8760 + - family-names: Zheng + given-names: Huihuo + orcid: https://orcid.org/0000-0001-9008-9552 + - family-names: Yildirim + given-names: Izzet + orcid: https://orcid.org/0000-0003-3513-0764 + - family-names: Kogiou + given-names: Olga + orcid: https://orcid.org/0009-0009-6043-4437 + - family-names: Yu + given-names: Weikuan + orcid: https://orcid.org/0000-0002-8754-0311 + - family-names: Kougkas + given-names: Anthony + orcid: https://orcid.org/0000-0003-3943-663X + - family-names: Sun + given-names: Xian-He + orcid: https://orcid.org/0000-0002-1093-0792 + - family-names: Yeom + given-names: Jae Seung + orcid: https://orcid.org/0000-0001-5464-6040 + - family-names: Mohror + given-names: Kathryn + orcid: https://orcid.org/0000-0002-1366-1655 + conference: + name: "SC24: International Conference for High Performance Computing, Networking, Storage and Analysis" + city: Atlanta + region: GA + country: USA + date-start: 2024-11-17 + date-end: 2024-11-22 diff --git a/README.md b/README.md index a99661f2..c1b15a85 100644 --- a/README.md +++ b/README.md @@ -1,46 +1,59 @@ -[![DFTracer Build and Test](https://github.com/hariharan-devarajan/dftracer/actions/workflows/ci.yml/badge.svg)](https://github.com/hariharan-devarajan/dftracer/actions/workflows/ci.yml) -[![Coverage Status](https://coveralls.io/repos/github/hariharan-devarajan/dftracer/badge.svg?branch=feature/apis)](https://coveralls.io/github/hariharan-devarajan/dftracer?branch=dev) +# DFTracer + +[![Build and Test](https://github.com/hariharan-devarajan/dftracer/actions/workflows/ci.yml/badge.svg)](https://github.com/hariharan-devarajan/dftracer/actions/workflows/ci.yml) [![Documentation Status](https://readthedocs.org/projects/dftracer/badge/?version=latest)](https://dftracer.readthedocs.io/en/latest/?badge=latest) +![PyPI - Version](https://img.shields.io/pypi/v/pydftracer?label=PyPI) +![PyPI - Wheel](https://img.shields.io/pypi/wheel/pydftracer?label=Wheel) +![PyPI - Python Version](https://img.shields.io/pypi/pyversions/pydftracer?label=Python) +![PyPI - License](https://img.shields.io/pypi/l/pydftracer?label=License) + +## Overview + +DFTracer is a tracing tool designed to capture both application-code and I/O-call level events from workflows. It provides a unified tracing interface, optimized trace format, and compression mechanism to enable efficient distributed analysis for large-scale AI-driven workloads. + +## Prerequisites -# DFTracer v1.0.4 -A multi-level profiler for capturing application functions and low-level system I/O calls from deep learning workloads. +Requirements for DFTracer -Requirements for profiler -1. Python > 3.7 -2. pybind11 +1. Python>=3.7 +1. pybind11 + +Requirements for DFAnalyzer -Requirements for analyzer 1. bokeh>=2.4.2 -2. pybind11 -3. [zindex_py](https://github.com/hariharan-devarajan/zindex.git) -4. pandas>=2.0.3 -5. dask>=2023.5.0 -6. distributed -7. numpy>=1.24.3 -8. pyarrow>=12.0.1 -9. rich>=13.6.0 -10. python-intervals>=1.10.0.post1 -11. matplotlib>=3.7.3 +1. dask>=2023.5.0 +1. distributed +1. matplotlib>=3.7.3 +1. numpy>=1.24.3 +1. pandas>=2.0.3 +1. pyarrow>=12.0.1 +1. pybind11 +1. python-intervals>=1.10.0.post1 +1. rich>=13.6.0 +1. seaborn>=0.13.2 +1. [zindex_py](https://github.com/hariharan-devarajan/zindex.git) ## Installation -Users can easily install DFTracer using pip. This is the way most Python packages are installed. -This method would work for both native Python environments and Conda environments. +Users can easily install DFTracer using `pip`, the standard tool for installing Python packages. +This method works for both native Python and Conda environments. ### From PyPI ```bash pip install pydftracer +pip install pydftracer[dfanalyzer] ``` ### From Github ```bash -DFT_VERSION=develop -pip install git+https://github.com/hariharan-devarajan/dftracer.git@${DFT_VERSION} +DFTRACER_VERSION=develop +pip install git+https://github.com/hariharan-devarajan/dftracer.git@${DFTRACER_VERSION} +pip install git+https://github.com/hariharan-devarajan/dftracer.git@${DFTRACER_VERSION}#egg=pydftracer[dfanalyzer] ``` -### From source +### From Source ```bash git clone git@github.com:hariharan-devarajan/dftracer.git @@ -51,7 +64,7 @@ git checkout tags/ -b pip install . ``` -For more build instructions check [here](https://dftracer.readthedocs.io/en/latest/build.html). +For detailed build instructions, click [here](https://dftracer.readthedocs.io/en/latest/build.html). ## Usage @@ -80,7 +93,6 @@ def posix_calls(val): # NPZ calls internally calls POSIX calls. def npz_calls(index): - # print(f"{cwd}/data/demofile2.npz") path = f"{cwd}/data/demofile{index}.npz" if os.path.exists(path): os.remove(path) @@ -104,31 +116,39 @@ By default the DFTracer mode is set to `FUNCTION`. Example of running this configurations are: ```bash -# The process id, app_name and .pfw will be appended by the profiler for each app and process. -# The name of the final log file is ~/log_file--.pfw +# The process id, app_name and .pfw will be appended by DFTracer for each app and process. +# The name of the final log file will be ~/log_file--.pfw DFTRACER_LOG_FILE=~/log_file -# Colon separated paths for including for profiler +# Colon separated paths to include in the tracing DFTRACER_DATA_DIR=/dev/shm/:/p/gpfs1/$USER/dataset:$PWD/data -# Enable profiler +# Enable DFTracer DFTRACER_ENABLE=1 ``` -For more example check [Examples](https://dftracer.readthedocs.io/en/latest/examples.html). +For more examples, click [here](https://dftracer.readthedocs.io/en/latest/examples.html). + +## Documentation + +* Building DFTracer: [https://dftracer.readthedocs.io/en/latest/build.html](https://dftracer.readthedocs.io/en/latest/build.html) +* Integrating DFTracer: [https://dftracer.readthedocs.io/en/latest/examples.html](https://dftracer.readthedocs.io/en/latest/examples.html) +* Visualizing DFTracer Traces: [https://dftracer.readthedocs.io/en/latest/perfetto.html](https://dftracer.readthedocs.io/en/latest/perfetto.html) +* Building DFAnalyzer: [https://dftracer.readthedocs.io/en/latest/dfanalyzer_build.html](https://dftracer.readthedocs.io/en/latest/dfanalyzer_build.html) ## Citation and Reference -The original SC'24 paper describes the design and implementation of DFTracer code. Please cite this paper and the code if you use DFTracer for your research. + +The original SC'24 paper describes the design and implementation of the DFTracer code. Please cite this paper and the code if you use DFTracer in your research. ``` @inproceedings{devarajan_dftracer_2024, - address = {Atlanta, GA}, - title = {{DFTracer}: {An} {Analysis}-{Friendly} {Data} {Flow} {Tracer} for {AI}-{Driven} {Workflows}}, - shorttitle = {{DFTracer}}, - urldate = {2024-07-31}, - booktitle = {{SC24}: {International} {Conference} for {High} {Performance} {Computing}, {Networking}, {Storage} and {Analysis}}, - publisher = {IEEE}, - author = {Devarajan, Hariharan and Pottier, Loic and Velusamy, Kaushik and Zheng, Huihuo and Yildirim, Izzet and Kogiou, Olga and Yu, Weikuan and Kougkas, Anthony and Sun, Xian-He and Yeom, Jae Seung and Mohror, Kathryn}, - month = nov, - year = {2024}, + address = {Atlanta, GA}, + title = {{DFTracer}: {An} {Analysis}-{Friendly} {Data} {Flow} {Tracer} for {AI}-{Driven} {Workflows}}, + shorttitle = {{DFTracer}}, + urldate = {2024-07-31}, + booktitle = {{SC24}: {International} {Conference} for {High} {Performance} {Computing}, {Networking}, {Storage} and {Analysis}}, + publisher = {IEEE}, + author = {Devarajan, Hariharan and Pottier, Loic and Velusamy, Kaushik and Zheng, Huihuo and Yildirim, Izzet and Kogiou, Olga and Yu, Weikuan and Kougkas, Anthony and Sun, Xian-He and Yeom, Jae Seung and Mohror, Kathryn}, + month = nov, + year = {2024}, } @misc{devarajan_dftracer_code_2024, @@ -147,8 +167,3 @@ The original SC'24 paper describes the design and implementation of DFTracer cod ## Acknowledgments This work was performed under the auspices of the U.S. Department of Energy by Lawrence Livermore National Laboratory under Contract DE-AC52-07NA27344; and under the auspices of the National Cancer Institute (NCI) by Frederick National Laboratory for Cancer Research (FNLCR) under Contract 75N91019D00024. This research used resources of the Argonne Leadership Computing Facility, a U.S. Department of Energy (DOE) Office of Science user facility at Argonne National Laboratory and is based on research supported by the U.S. DOE Office of Science-Advanced Scientific Computing Research Program, under Contract No. DE-AC02-06CH11357. Office of Advanced Scientific Computing Research under the DOE Early Career Research Program. Also, This material is based upon work partially supported by LLNL LDRD 23-ERD-045 and 24-SI-005. LLNL-CONF-857447. - - -## License - -MIT License [LICENSE](./LICENSE)