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initial commit: modified scala etls to accept Fannie Mae data #191

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merged 31 commits into from
Jul 25, 2022
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e4bb22d
initial commit: modified scala etls to accept Fannie Mae data
SurajAralihalli Jun 24, 2022
e69e157
updated pyspark etls to consume raw mortgage data
SurajAralihalli Jun 27, 2022
5d6f5b3
updated pyspark application docs
SurajAralihalli Jun 27, 2022
d0cb491
updated scala spark application docs
SurajAralihalli Jun 27, 2022
84633d2
updated MortgageETL.ipynb notebook
SurajAralihalli Jun 27, 2022
836e601
Merge remote-tracking branch 'upstream/branch-22.08' into fannieMaeET…
SurajAralihalli Jun 27, 2022
9e74d79
fixed accuracy issue in scala and python ETLs
SurajAralihalli Jul 1, 2022
4bee25e
tested MortgageETL
SurajAralihalli Jul 1, 2022
6f5e882
added scala notebook etl
SurajAralihalli Jul 1, 2022
911c7aa
updated MortgageETL+XGBoost.ipynb
SurajAralihalli Jul 5, 2022
67d68cd
fix bugs in docs
SurajAralihalli Jul 5, 2022
674d318
Merge remote-tracking branch 'upstream/branch-22.08' into fannieMaeET…
SurajAralihalli Jul 5, 2022
1cbbc30
update docs to reflect fannie mae data
SurajAralihalli Jul 6, 2022
ac9c08b
updated ipynb files with future links
SurajAralihalli Jul 6, 2022
0458ccc
link updated
SurajAralihalli Jul 7, 2022
07e661d
remove maxPartitionBytes
SurajAralihalli Jul 12, 2022
3d8f44e
added code to save train and test datasets
SurajAralihalli Jul 14, 2022
6810a5f
removed incompatibleOps
SurajAralihalli Jul 14, 2022
2f115b0
resolved spark/rapids configs
SurajAralihalli Jul 14, 2022
97c1c46
added instructions to download dataset
SurajAralihalli Jul 14, 2022
4d3d30b
modified readme files to reflect config changes
SurajAralihalli Jul 14, 2022
a6f3fdb
fixed a bug in utility Mortgage.scala
SurajAralihalli Jul 18, 2022
4dfff4b
fixed scala application bus
SurajAralihalli Jul 20, 2022
834c71c
fixed python spark application bugs
SurajAralihalli Jul 20, 2022
aed50c8
added cpu etl section in readMe
SurajAralihalli Jul 20, 2022
af6e966
fixed scala notebooks
SurajAralihalli Jul 20, 2022
1c04ffb
fixed python notebooks
SurajAralihalli Jul 20, 2022
3d4c487
added step to run on CPU in scala notebook etl
SurajAralihalli Jul 20, 2022
18629e4
fixed cv scala notebook bug
SurajAralihalli Jul 20, 2022
173ad5d
improve documentation
SurajAralihalli Jul 20, 2022
788dc20
read data from disk before random split
SurajAralihalli Jul 21, 2022
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removed incompatibleOps
Signed-off-by: Suraj Aralihalli <suraj.ara16@gmail.com>
SurajAralihalli committed Jul 14, 2022
commit 6810a5fe3c1022820875bede95fc27c674ce2a1a
Original file line number Diff line number Diff line change
@@ -781,7 +781,6 @@
"spark.conf.set(\"spark.sql.files.maxPartitionBytes\", \"1G\")\n",
"spark.conf.set(\"spark.sql.shuffle.partitions\", \"192\")\n",
"spark.conf.set(\"spark.rapids.sql.explain\", \"ALL\")\n",
"spark.conf.set(\"spark.rapids.sql.incompatibleOps.enabled\", \"true\")\n",
"spark.conf.set(\"spark.rapids.sql.batchSizeBytes\", \"512M\")\n",
"spark.conf.set(\"spark.rapids.sql.reader.batchSizeBytes\", \"768M\")\n",
"spark.conf.set(\"spark.rapids.sql.incompatibleDateFormats.enabled\", \"true\")\n",