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NVIDIA
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spark-rapids-tools
User tools for Spark RAPIDS
Apache License 2.0
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[FEA] Enhance qualification tool Auto Tuner CPU event log recommendations
#1068
tgravescs
closed
4 weeks ago
0
[FEA] AutoTuner investigate configuring spark.executor.cores to an optimal ratio per GPU
#1067
tgravescs
opened
1 month ago
0
Sync tools with plugin newly supported operators
#1066
cindyyuanjiang
closed
3 weeks ago
1
Handling FileNotFound exception in AutoTuner
#1065
bilalbari
closed
4 weeks ago
0
Update tools with latest qualx and add CLI for train
#1064
parthosa
closed
4 weeks ago
1
[FEA] Identify Delta Live Tables job and disqualify it
#1063
amahussein
opened
1 month ago
0
[FEA] AutoTuner on GPU eventlog look at decompressed input size to determine max partition bytes
#1062
tgravescs
opened
1 month ago
0
[FEA] Add option to switch between Databricks configuration profiles in Qual tool
#1061
cindyyuanjiang
opened
1 month ago
3
Port training model code into user tools
#1060
parthosa
closed
1 month ago
1
[BUG] Databricks Environment can make qual tool disqualify a CPU run as a GPU run due to cluster config
#1059
kuhushukla
opened
1 month ago
2
[BUG] Prediction mode should return speedup 1.0 instead of FallingBack to legacy Speedups
#1058
amahussein
closed
3 weeks ago
0
[FEA] Tool should exit gracefully if the python version is not supported
#1057
viadea
opened
1 month ago
1
[FEA] Qualification tool can process a given day's event logs
#1056
viadea
opened
1 month ago
0
[DOC] User doc tools should be clear about --filter_apps and also --filter-criteria
#1055
viadea
opened
1 month ago
2
User tools fallback to default zone/region
#1054
nartal1
closed
1 month ago
1
Handle missing pricing info for user qual tool on Databricks platforms
#1053
cindyyuanjiang
closed
1 month ago
1
Handle metric names from legacy spark
#1052
amahussein
closed
1 month ago
0
Skip cost savings if pricing info is missing for Databricks qual tool
#1051
cindyyuanjiang
closed
1 month ago
0
Split job and stage level aggregated metrics into different files
#1050
parthosa
closed
1 month ago
0
[FEA] Update prediction code with latest changes and new CLI for training
#1049
parthosa
closed
4 weeks ago
0
[FEA] Include attemptId in stage level aggregated metrics
#1048
parthosa
opened
1 month ago
0
Update prediction code to use separate job and stage level aggregates
#1047
parthosa
closed
1 month ago
0
[BUG] Qualification does not catch unsupported func
#1046
nvliyuan
closed
4 weeks ago
2
[FEA] Sync plugin newly supported expression
#1045
cindyyuanjiang
closed
3 weeks ago
0
Split JobStageAggTaskMetrics file into two different files
#1044
parthosa
closed
1 month ago
2
Refactor ProfileResult classes to implement new interface design and add CSV output to Qual Tool
#1043
parthosa
closed
1 month ago
0
[BUG] MatchError in getDataSourceInfo
#1042
amahussein
closed
1 month ago
1
[FEA] Generate all CSVs from Profiler in Qualification
#1041
parthosa
closed
1 month ago
0
[FEA] Migrate estimation model to Qualification CLI
#1040
parthosa
closed
4 weeks ago
2
Hook up the auto tuner in the qualification tool
#1039
tgravescs
closed
1 month ago
1
[FEA] Improve Logging in Tools
#1038
parthosa
opened
1 month ago
2
[FEA] Profiling GPU event logs - duration percentage for the operation per stage
#1037
tgravescs
opened
1 month ago
0
[FEA] Profiling GPU event log output topN operators
#1036
tgravescs
opened
1 month ago
0
Skip Cluster Inference when CSP CLIs are missing or not configured
#1035
parthosa
closed
1 month ago
0
[BUG] Handle Missing CSP CLIs to Skip Cluster Inference
#1034
parthosa
closed
1 month ago
0
Qualification tool - Handle cancelled jobs and stages better and don't skip the app
#1033
tgravescs
closed
1 month ago
1
[BUG] Qualification tool labels app run on Databricks as Not Applicable because of failed stages but there were cancelled
#1032
tgravescs
closed
1 month ago
1
Profiler should identify the delta log ops and generate views for non-delta logs
#1031
amahussein
closed
1 month ago
2
[BUG] Qual tool platform databricks-aws-t4 print out - GPU device is missing. Setting default to a10G
#1030
tgravescs
closed
4 weeks ago
0
[FEA] Qualification tool Option to disable outputing speedup factors and requiring operator score files
#1029
tgravescs
opened
1 month ago
1
[BUG] Qual tool null pointer exception with platform databricks-aws
#1028
tgravescs
opened
1 month ago
2
[FEA] Improve or remove AutoTuner comments
#1027
tgravescs
opened
1 month ago
1
[DOC] Qualification docs emphasize cost savings, is that what we still want?
#1026
tgravescs
opened
1 month ago
2
[DOC] Instructions for Cluster property file for Qualification tool should be more specific
#1025
tgravescs
closed
3 weeks ago
1
[BUG] Qualification tool should use system properties from eventlog for Auto tuner
#1024
tgravescs
closed
1 month ago
1
[FEA] Tools should Identify the delta log operations and generate views for non-delta logs
#1023
amahussein
closed
1 month ago
0
[FEA] Update Estimation-model prediction to run only the Qual Jar cmd
#1022
amahussein
closed
4 weeks ago
0
Fix potential problems and AQE updates in Qual tool
#1021
amahussein
closed
1 month ago
0
Sync supported operators with plugin changes and update default score
#1020
nartal1
closed
1 month ago
0
[BUG] Fix potential problems and AQE updates in Qual tool
#1019
amahussein
closed
1 month ago
0
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