[rocpd] Adding summary module to generate summaries from rocpd database + query submodule + rocpd command-line tools (#488)
* adding summary.py to generate tmp <category_region>_summary views
* migrating CSV summary to SDK method of writing CSVs
- Add domain_view to summary.py
- omit the C++ code of writing CSV because it gets revered later anyway
* Add summary subparser and write_sql_view_to_csv function
* adding all <>_summary views generation to summary.py
* add summary_per_rank feature
* add --summary-per-rank
* reconstruct generate_summary_view and create_domain_view
-introduce by_rank
* remove sqr and variance in summary views
* use RocpdImportData instead of connection
* two fixes on summary.py
--modify the generate_summary_view function to return a tuple with view name and sql code
add if_not_exits parameter to generete_summary_view
* Refactor summary.py to allow output path and filename args, and apply time_window
- clean up summary table column headers
- only generate by-rank views if that param is specified
* Add ProcessID to Hostname output and csv, so users can identify the system in the by-rank summaries
* Summary.py, just add hostname to by-rank summaries, instead of creating mapping table
* Summary - migrate csv writer to pandas, for more future flexibility
* Adding a few simple tests for summary.py
* Linting fixes
* add region_categories to summary options
- Automatically retrieve region categories from the database if argument is None
* add backticks for view_names
* fix tests after rebase
* Made code review changes
- fixed whitespace in CMakelists.txt
- adding query.py module & subparser in __main__.py
- refactor summary function to return query
- used query.py to output csv
- used query.py to also output summary to console
- provided new command line options to select summary output to csv or console
* Made fix to jinja template in query.py, as suggested by copilot
* Consolidated output calls to query in export_view function based on feedback
- refactored: helpers, query functions, create view functions
- extended formats to include what query supports (md, html, pdf, json)
- added json format to query, and changed orient=records
- adding jinja2 and reportlab to requirements.txt
* Add version_info for rocpd and roctx
* Add rocpd commandline tool
* Add executable permissions to source/bin/rocpd.py
* Removed rocpd2query, and cleaned up --help examples
---------
Co-authored-by: acanadas <acanadas@amd.com>
Co-authored-by: Jin Tao <jintao12@amd.com>
Co-authored-by: a-canadasruiz <Araceli.CanadasRuiz@amd.com>
Co-authored-by: Jonathan R. Madsen <Jonathan.Madsen@amd.com>
[ROCm/rocprofiler-sdk commit: 3954cedd25]
This commit is contained in:
@@ -25,3 +25,39 @@ install(
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PERMISSIONS OWNER_READ OWNER_WRITE OWNER_EXECUTE GROUP_READ GROUP_EXECUTE WORLD_READ
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WORLD_EXECUTE
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COMPONENT tools)
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# for each entry here there must be a ROCPD_BIN_<entry> list
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set(ROCPD_EXECUTABLES "all" "csv" "otf2" "pftrace" "summary")
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# format is list: [<exe-name>, <python-module>, <extra-args-to-python-module>]
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set(ROCPD_BIN_all "rocpd" "rocpd" "")
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set(ROCPD_BIN_csv "rocpd2csv" "rocpd.csv" "")
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set(ROCPD_BIN_otf2 "rocpd2otf2" "rocpd.otf2" "")
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set(ROCPD_BIN_pftrace "rocpd2pftrace" "rocpd.pftrace" "")
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set(ROCPD_BIN_summary "rocpd2summary" "rocpd.summary" "")
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foreach(_EXE IN LISTS ROCPD_EXECUTABLES)
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list(GET ROCPD_BIN_${_EXE} 0 ROCPD_EXE_NAME)
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list(GET ROCPD_BIN_${_EXE} 1 ROCPD_EXE_MODULE)
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list(GET ROCPD_BIN_${_EXE} 2 ROCPD_EXE_MODULE_ARGS)
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if(NOT ROCPD_EXE_NAME
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OR NOT ROCPD_EXE_MODULE
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OR (NOT ROCPD_EXE_MODULE_ARGS AND NOT ROCPD_EXE_MODULE_ARGS STREQUAL ""))
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message(
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FATAL_ERROR "ROCPD_BIN_${_EXE} not properly defined: ${ROCPD_BIN_${_EXE}}")
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endif()
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set(ROCPD_EXE_OUTPUT_FILE
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${PROJECT_BINARY_DIR}/${CMAKE_INSTALL_BINDIR}/${ROCPD_EXE_NAME})
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# Adding main rocpd
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configure_file(rocpd.py ${ROCPD_EXE_OUTPUT_FILE} @ONLY)
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install(
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FILES ${ROCPD_EXE_OUTPUT_FILE}
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DESTINATION ${CMAKE_INSTALL_BINDIR}
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PERMISSIONS OWNER_READ OWNER_WRITE OWNER_EXECUTE GROUP_READ GROUP_EXECUTE
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WORLD_READ WORLD_EXECUTE
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COMPONENT rocpd)
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endforeach()
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Executable
+74
@@ -0,0 +1,74 @@
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#!/usr/bin/env python3
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# MIT License
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#
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# Copyright (c) 2024-2025 Advanced Micro Devices, Inc. All rights reserved.
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#
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# Permission is hereby granted, free of charge, to any person obtaining a copy
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# of this software and associated documentation files (the "Software"), to deal
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# in the Software without restriction, including without limitation the rights
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# to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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# copies of the Software, and to permit persons to whom the Software is
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# furnished to do so, subject to the following conditions:
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#
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# The above copyright notice and this permission notice shall be included in
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# all copies or substantial portions of the Software.
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#
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# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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# IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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# AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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# LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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# OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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# THE SOFTWARE.
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import os
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import sys
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"""
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Simple Python executable script for invoking `python3 -m @ROCPD_EXE_MODULE@`
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"""
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def main(argv=sys.argv[1:], environ=dict(os.environ)):
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"""
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Executes {sys.executable} -m @ROCPD_EXE_MODULE@ @ROCPD_EXE_MODULE_ARGS@
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"""
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ROCPD_SUPPORTED_PYTHON_VERSIONS = [
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".".join(itr.split(".")[:2]) for itr in "@ROCPROFILER_PYTHON_VERSIONS@".split(";")
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]
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ROCPD_MODULE_ARGS = [f"{itr}" for itr in "@ROCPD_EXE_MODULE_ARGS@".split(" ") if itr]
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this_dir = os.path.dirname(os.path.realpath(__file__))
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this_python_ver = f"{sys.version_info.major}.{sys.version_info.minor}"
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if this_python_ver not in ROCPD_SUPPORTED_PYTHON_VERSIONS:
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raise ImportError(
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"@ROCPD_EXE_NAME@ not supported for Python version {} (sys.executable='{}').\n@ROCPD_EXE_NAME@ supported python versions: {}".format(
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this_python_ver,
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sys.executable,
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", ".join(ROCPD_SUPPORTED_PYTHON_VERSIONS),
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)
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)
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module_path = os.path.join(
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this_dir,
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"..",
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"@CMAKE_INSTALL_LIBDIR@",
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f"python{this_python_ver}",
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"site-packages",
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)
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python_path = [module_path] + os.environ.get("PYTHONPATH", "").split(":")
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# update PYTHONPATH environment variable
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environ["PYTHONPATH"] = ":".join(python_path)
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args = [f"{sys.executable}", "-m", "@ROCPD_EXE_MODULE@"] + ROCPD_MODULE_ARGS + argv
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# does not return
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os.execvpe(args[0], args, env=environ)
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if __name__ == "__main__":
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main()
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