apache / spark
File Size

The distribution of size of files (measured in lines of code).

Intro
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File Size Overall
21% | 17% | 27% | 17% | 15%
Legend:
1001+
501-1000
201-500
101-200
1-100


explore: grouped by folders | grouped by size | sunburst | 3D view
File Size per Extension
1001+
501-1000
201-500
101-200
1-100
scala18% | 17% | 27% | 19% | 16%
py35% | 21% | 26% | 10% | 5%
pyi75% | 17% | 2% | 1% | 2%
java5% | 9% | 36% | 19% | 29%
g476% | 23% | 0% | 0% | 0%
js26% | 17% | 29% | 22% | 4%
proto0% | 66% | 26% | 4% | 2%
css0% | 0% | 69% | 13% | 16%
html0% | 0% | 53% | 37% | 9%
xml0% | 0% | 100% | 0% | 0%
yml0% | 0% | 85% | 0% | 14%
bash0% | 0% | 0% | 100% | 0%
ps10% | 0% | 0% | 73% | 26%
toml0% | 0% | 0% | 0% | 100%
yaml0% | 0% | 0% | 0% | 100%
in0% | 0% | 0% | 0% | 100%
c0% | 0% | 0% | 0% | 100%
sbt0% | 0% | 0% | 0% | 100%
cfg0% | 0% | 0% | 0% | 100%
File Size per Logical Decomposition
primary
1001+
501-1000
201-500
101-200
1-100
sql21% | 18% | 27% | 16% | 15%
python40% | 21% | 23% | 9% | 4%
core20% | 18% | 24% | 20% | 17%
connector16% | 12% | 35% | 19% | 16%
common13% | 0% | 33% | 20% | 32%
mllib4% | 20% | 34% | 24% | 16%
project85% | 0% | 0% | 10% | 4%
resource-managers8% | 23% | 25% | 20% | 20%
dev34% | 0% | 35% | 20% | 10%
mllib-local0% | 94% | 0% | 0% | 5%
streaming0% | 5% | 35% | 29% | 29%
launcher0% | 0% | 56% | 20% | 22%
graphx0% | 0% | 26% | 33% | 39%
licenses-binary0% | 0% | 100% | 0% | 0%
ROOT0% | 0% | 88% | 0% | 11%
R0% | 0% | 86% | 0% | 13%
repl0% | 0% | 0% | 60% | 39%
build0% | 0% | 0% | 78% | 21%
hadoop-cloud0% | 0% | 0% | 0% | 100%
tools0% | 0% | 0% | 0% | 100%
Longest Files (Top 50)
File# lines# units
SQLConf.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/internal
 4424 42
collectionOperations.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 4395 173
AstBuilder.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser
 3431 244
feature.py
in python/pyspark/ml
 3363 447
QueryCompilationErrors.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/errors
 3219 470
pyi
relations_pb2.pyi
in python/pyspark/sql/connect/proto
 2915 375
SparkConnectPlanner.scala
in connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner
 2873 154
Analyzer.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis
 2820 128
datetimeExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2799 145
stringExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2504 148
QueryExecutionErrors.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/errors
 2370 331
package.scala
in core/src/main/scala/org/apache/spark/internal/config
 2224 -
series.py
in python/pyspark/pandas
 2180 143
Utils.scala
in core/src/main/scala/org/apache/spark/util
 2147 163
pyi
base_pb2.pyi
in python/pyspark/sql/connect/proto
 2137 299
classification.py
in python/pyspark/ml
 2099 245
functions.py
in python/pyspark/sql/connect
 2070 433
DAGScheduler.scala
in core/src/main/scala/org/apache/spark/scheduler
 2008 99
functions.scala
in sql/core/src/main/scala/org/apache/spark/sql
 2003 511
SparkContext.scala
in core/src/main/scala/org/apache/spark
 1860 119
Cast.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 1828 78
dataframe.py
in python/pyspark/sql/connect
 1749 133
plan.py
in python/pyspark/sql/connect
 1734 196
SqlBaseParser.g4
in sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser
 1695 -
groupby.py
in python/pyspark/pandas
 1638 84
Optimizer.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer
 1590 91
RemoteBlockPushResolver.java
in common/network-shuffle/src/main/java/org/apache/spark/network/shuffle
 1586 102
regression.py
in python/pyspark/ml
 1523 213
BlockManager.scala
in core/src/main/scala/org/apache/spark/storage
 1519 83
rdd.py
in python/pyspark
 1514 184
pyi
commands_pb2.pyi
in python/pyspark/sql/connect/proto
 1509 167
mathExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 1507 104
types.py
in python/pyspark/sql
 1478 169
HiveShim.scala
in sql/hive/src/main/scala/org/apache/spark/sql/hive/client
 1468 82
Dataset.scala
in sql/core/src/main/scala/org/apache/spark/sql
 1462 150
namespace.py
in python/pyspark/pandas
 1460 42
basicLogicalOperators.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical
 1440 97
objects.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/objects
 1431 67
dataframe.py
in python/pyspark/sql
 1405 163
1369 12
JsonProtocol.scala
in core/src/main/scala/org/apache/spark/util
 1350 93
functions.scala
in connector/connect/client/jvm/src/main/scala/org/apache/spark/sql
 1323 60
pyi
expressions_pb2.pyi
in python/pyspark/sql/connect/proto
 1268 148
SessionCatalog.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog
 1204 126
indexing.py
in python/pyspark/pandas
 1202 49
FsHistoryProvider.scala
in core/src/main/scala/org/apache/spark/deploy/history
 1190 57
Client.scala
in resource-managers/yarn/src/main/scala/org/apache/spark/deploy/yarn
 1167 40
CodeGenerator.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen
 1157 68
core.py
in python/pyspark/sql/connect/client
 1150 92
SortMergeJoinExec.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/joins
 1142 36
Files With Most Units (Top 50)
File# lines# units
functions.scala
in sql/core/src/main/scala/org/apache/spark/sql
 2003 511
QueryCompilationErrors.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/errors
 3219 470
feature.py
in python/pyspark/ml
 3363 447
functions.py
in python/pyspark/sql/connect
 2070 433
pyi
relations_pb2.pyi
in python/pyspark/sql/connect/proto
 2915 375
QueryExecutionErrors.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/errors
 2370 331
pyi
base_pb2.pyi
in python/pyspark/sql/connect/proto
 2137 299
classification.py
in python/pyspark/ml
 2099 245
AstBuilder.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser
 3431 244
regression.py
in python/pyspark/ml
 1523 213
plan.py
in python/pyspark/sql/connect
 1734 196
rdd.py
in python/pyspark
 1514 184
collectionOperations.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 4395 173
types.py
in python/pyspark/sql
 1478 169
pyi
commands_pb2.pyi
in python/pyspark/sql/connect/proto
 1509 167
Utils.scala
in core/src/main/scala/org/apache/spark/util
 2147 163
dataframe.py
in python/pyspark/sql
 1405 163
SparkConnectPlanner.scala
in connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner
 2873 154
Dataset.scala
in sql/core/src/main/scala/org/apache/spark/sql
 1462 150
pyi
expressions_pb2.pyi
in python/pyspark/sql/connect/proto
 1268 148
stringExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2504 148
datetimeExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2799 145
series.py
in python/pyspark/pandas
 2180 143
clustering.py
in python/pyspark/ml
 958 135
dataframe.py
in python/pyspark/sql/connect
 1749 133
Dataset.scala
in connector/connect/client/jvm/src/main/scala/org/apache/spark/sql
 947 129
Analyzer.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis
 2820 128
SessionCatalog.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog
 1204 126
ColumnType.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/columnar
 589 120
SparkContext.scala
in core/src/main/scala/org/apache/spark
 1860 119
pyi
catalog_pb2.pyi
in python/pyspark/sql/connect/proto
 910 119
__init__.py
in python/pyspark/mllib/linalg
 908 109
ParquetVectorUpdaterFactory.java
in sql/core/src/main/java/org/apache/spark/sql/execution/datasources/parquet
 996 104
mathExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 1507 104
RemoteBlockPushResolver.java
in common/network-shuffle/src/main/java/org/apache/spark/network/shuffle
 1586 102
RDD.scala
in core/src/main/scala/org/apache/spark/rdd
 1072 101
pyi
types_pb2.pyi
in python/pyspark/sql/connect/proto
 876 101
listener.py
in python/pyspark/sql/streaming
 609 100
DAGScheduler.scala
in core/src/main/scala/org/apache/spark/scheduler
 2008 99
v2Commands.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical
 988 98
basicLogicalOperators.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical
 1440 97
__init__.py
in python/pyspark/ml/linalg
 779 94
PythonMLLibAPI.scala
in mllib/src/main/scala/org/apache/spark/mllib/api/python
 1121 94
JsonProtocol.scala
in core/src/main/scala/org/apache/spark/util
 1350 93
core.py
in python/pyspark/sql/connect/client
 1150 92
Optimizer.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer
 1590 91
QueryParsingErrors.scala
in sql/api/src/main/scala/org/apache/spark/sql/errors
 565 91
tuning.py
in python/pyspark/ml
 1099 88
groupby.py
in python/pyspark/pandas
 1638 84
BlockManager.scala
in core/src/main/scala/org/apache/spark/storage
 1519 83
Files With Long Lines (Top 50)

There are 298 files with lines longer than 120 characters. In total, there are 817 long lines.

File# lines# units# long lines
UDFRegistration.scala
in sql/core/src/main/scala/org/apache/spark/sql
 935 53 100
stagepage.js
in core/src/main/resources/org/apache/spark/ui/static
 1040 61 47
functions.scala
in sql/core/src/main/scala/org/apache/spark/sql
 2003 511 33
datetimeExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2799 145 31
sharedParams.scala
in mllib/src/main/scala/org/apache/spark/ml/param/shared
 149 32 22
StreamingQueryStatisticsPage.scala
in sql/core/src/main/scala/org/apache/spark/sql/streaming/ui
 455 11 21
misc.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 389 16 19
executorspage-template.html
in core/src/main/resources/org/apache/spark/ui/static
 140 - 15
executorspage.js
in core/src/main/resources/org/apache/spark/ui/static
 701 46 13
SqlBaseParser.g4
in sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser
 1695 - 13
LogDivertAppender.java
in sql/hive-thriftserver/src/main/java/org/apache/hive/service/cli/operation
 227 28 12
stringExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 2504 148 11
linearRegression.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/aggregate
 275 10 10
shared.py
in python/pyspark/ml/param
 440 76 9
windowExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 797 28 9
ScalaUDF.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 1053 6 9
KryoSerializer.scala
in core/src/main/scala/org/apache/spark/serializer
 569 30 8
1369 12 8
SparkConnectPlanner.scala
in connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner
 2873 154 7
xpath.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/xml
 195 16 7
327 - 6
generators.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 432 24 6
TimeWindow.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 211 8 6
DataFrameWriter.scala
in sql/core/src/main/scala/org/apache/spark/sql
 444 31 5
DataSourceV2Strategy.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2
 502 14 5
SessionWindow.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 66 1 5
StreamingPage.scala
in streaming/src/main/scala/org/apache/spark/streaming/ui
 417 13 4
v2Commands.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical
 988 98 4
maskExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 253 8 4
QueryCompilationErrors.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/errors
 3219 470 4
SparkCoreErrors.scala
in core/src/main/scala/org/apache/spark/errors
 412 68 3
pyi
functions.pyi
in python/pyspark/sql/pandas
 110 20 3
treeParams.scala
in mllib/src/main/scala/org/apache/spark/ml/tree
 297 14 3
42 - 3
GangliaReporter.java
in connector/spark-ganglia-lgpl/src/main/java/com/codahale/metrics/ganglia
 286 28 3
V2ExpressionBuilder.scala
in sql/core/src/main/scala/org/apache/spark/sql/catalyst/util
 321 6 3
CatalogImpl.scala
in sql/core/src/main/scala/org/apache/spark/sql/internal
 541 57 3
V2SessionCatalog.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2
 323 28 3
V2ScanRelationPushDown.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2
 429 15 3
ParquetFilters.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet
 666 15 3
InMemoryRelation.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/columnar
 353 19 3
MicroBatchExecution.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution/streaming
 554 15 3
SparkOptimizer.scala
in sql/core/src/main/scala/org/apache/spark/sql/execution
 74 - 3
AstBuilder.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser
 3431 244 3
SerializerBuildHelper.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst
 371 33 3
jsonExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 716 26 3
ToStringBase.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 364 4 3
higherOrderFunctions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 986 57 3
regexpExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 954 39 3
mathExpressions.scala
in sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions
 1507 104 3
Correlations

File Size vs. Commits (all time): 3586 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 19 commits (all time) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 3 commits (all time) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 3 commits (all time) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 5 commits (all time) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 8 commits (all time) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 9 commits (all time) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 4 commits (all time) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 2 commits (all time) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 53 commits (all time) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 48 commits (all time) y: 947 lines of code project/MimaExcludes.scala x: 478 commits (all time) y: 163 lines of code sql/api/src/main/java/org/apache/spark/api/java/function/FlatMapGroupsWithStateFunction.java x: 1 commits (all time) y: 11 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 commits (all time) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/CodeGeneratorWithInterpretedFallback.scala x: 6 commits (all time) y: 28 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 687 commits (all time) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 84 commits (all time) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 814 commits (all time) y: 2820 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveLateralColumnAliasReference.scala x: 9 commits (all time) y: 138 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowConverters.scala x: 30 commits (all time) y: 341 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala x: 493 commits (all time) y: 3431 lines of code python/pyspark/pandas/base.py x: 52 commits (all time) y: 607 lines of code core/src/main/scala/org/apache/spark/deploy/history/EventLogFileCompactor.scala x: 3 commits (all time) y: 126 lines of code python/pyspark/errors/error_classes.py x: 54 commits (all time) y: 3 lines of code python/pyspark/worker.py x: 200 commits (all time) y: 777 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/SparkConnectPlanner.scala x: 184 commits (all time) y: 2873 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala x: 52 commits (all time) y: 378 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 22 commits (all time) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 57 commits (all time) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 30 commits (all time) y: 643 lines of code python/pyspark/ml/connect/tuning.py x: 3 commits (all time) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 27 commits (all time) y: 624 lines of code python/pyspark/ml/util.py x: 55 commits (all time) y: 388 lines of code python/pyspark/pandas/utils.py x: 42 commits (all time) y: 629 lines of code python/pyspark/sql/connect/session.py x: 84 commits (all time) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 23 commits (all time) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 5 commits (all time) y: 147 lines of code python/pyspark/sql/session.py x: 142 commits (all time) y: 763 lines of code python/pyspark/sql/utils.py x: 67 commits (all time) y: 176 lines of code core/src/main/scala/org/apache/spark/ui/storage/StoragePage.scala x: 21 commits (all time) y: 194 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 392 commits (all time) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 6 commits (all time) y: 62 lines of code sql/api/src/main/scala/org/apache/spark/sql/execution/streaming/Triggers.scala x: 1 commits (all time) y: 61 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 3 commits (all time) y: 69 lines of code dev/sparktestsupport/modules.py x: 221 commits (all time) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 22 commits (all time) y: 112 lines of code python/pyspark/pandas/indexes/base.py x: 58 commits (all time) y: 1008 lines of code python/pyspark/pandas/indexes/category.py x: 24 commits (all time) y: 175 lines of code python/pyspark/pandas/indexes/datetimes.py x: 18 commits (all time) y: 266 lines of code python/pyspark/pandas/series.py x: 111 commits (all time) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 25 commits (all time) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 13 commits (all time) y: 100 lines of code python/pyspark/sql/pandas/serializers.py x: 35 commits (all time) y: 546 lines of code python/pyspark/sql/pandas/types.py x: 23 commits (all time) y: 599 lines of code core/src/main/scala/org/apache/spark/serializer/GenericAvroSerializer.scala x: 9 commits (all time) y: 96 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 148 commits (all time) y: 569 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/Encoders.scala x: 21 commits (all time) y: 92 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 70 commits (all time) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/FailureSafeParser.scala x: 14 commits (all time) y: 59 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 243 commits (all time) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 8 commits (all time) y: 238 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryErrorsBase.scala x: 26 commits (all time) y: 29 lines 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core/src/main/scala/org/apache/spark/util/ClosureCleaner.scala x: 52 commits (all time) y: 500 lines of code core/src/main/scala/org/apache/spark/scheduler/InputFormatInfo.scala x: 48 commits (all time) y: 111 lines of code core/src/main/scala/org/apache/spark/api/java/JavaRDDLike.scala x: 122 commits (all time) y: 285 lines of code graphx/src/main/scala/org/apache/spark/graphx/Pregel.scala x: 33 commits (all time) y: 53 lines of code core/src/main/scala/org/apache/spark/rdd/DoubleRDDFunctions.scala x: 53 commits (all time) y: 133 lines of code core/src/main/scala/org/apache/spark/rdd/PairRDDFunctions.scala x: 197 commits (all time) y: 538 lines of code core/src/main/scala/org/apache/spark/deploy/history/HistoryServer.scala x: 60 commits (all time) y: 200 lines of code core/src/main/resources/org/apache/spark/ui/static/historypage.js x: 30 commits (all time) y: 198 lines of code core/src/main/resources/org/apache/spark/ui/static/spark-dag-viz.js x: 29 commits (all time) y: 343 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/AnalyzeTableCommand.scala x: 21 commits (all time) y: 11 lines of code sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveContext.scala x: 211 commits (all time) y: 20 lines of code core/src/main/scala/org/apache/spark/rdd/OrderedRDDFunctions.scala x: 38 commits (all time) y: 45 lines of code core/src/main/scala/org/apache/spark/deploy/worker/DriverRunner.scala x: 55 commits (all time) y: 198 lines of code resource-managers/mesos/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala x: 32 commits (all time) y: 680 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/BoundAttribute.scala x: 57 commits (all time) y: 61 lines of code sql/core/src/main/scala/org/apache/spark/sql/SQLContext.scala x: 324 commits (all time) y: 349 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/view.scala x: 18 commits (all time) y: 14 lines of code streaming/src/main/scala/org/apache/spark/streaming/util/RawTextSender.scala x: 35 commits (all time) y: 50 lines of code core/src/main/scala/org/apache/spark/scheduler/Pool.scala x: 52 commits (all time) y: 90 lines of code core/src/main/scala/org/apache/spark/scheduler/Schedulable.scala x: 31 commits (all time) y: 23 lines of code core/src/main/scala/org/apache/spark/rdd/SequenceFileRDDFunctions.scala x: 30 commits (all time) y: 37 lines of code resource-managers/mesos/src/main/scala/org/apache/spark/deploy/mesos/config.scala x: 14 commits (all time) y: 348 lines of code core/src/main/scala/org/apache/spark/api/java/JavaPairRDD.scala x: 112 commits (all time) y: 419 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/DStream.scala x: 68 commits (all time) y: 529 lines of code core/src/main/scala/org/apache/spark/rdd/ParallelCollectionRDD.scala x: 44 commits (all time) y: 102 lines of code core/src/main/scala/org/apache/spark/scheduler/SparkListenerBus.scala 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code core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala x: 40 commits (all time) y: 32 lines of code core/src/main/scala/org/apache/spark/ui/UIWorkloadGenerator.scala x: 69 commits (all time) y: 81 lines of code streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaDStreamLike.scala x: 64 commits (all time) y: 185 lines of code streaming/src/main/scala/org/apache/spark/streaming/api/java/JavaPairDStream.scala x: 82 commits (all time) y: 380 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/QueueInputDStream.scala x: 29 commits (all time) y: 45 lines of code sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala x: 106 commits (all time) y: 81 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/WindowedDStream.scala x: 45 commits (all time) y: 35 lines of code graphx/src/main/scala/org/apache/spark/graphx/Graph.scala x: 48 commits (all time) y: 95 lines of code licenses-binary/LICENSE-javassist.html x: 1 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core/src/main/scala/org/apache/spark/deploy/master/ApplicationSource.scala x: 29 commits (all time) y: 17 lines of code core/src/main/scala/org/apache/spark/deploy/master/WorkerState.scala x: 31 commits (all time) y: 5 lines of code sql/core/src/main/scala/org/apache/spark/sql/UdfRegistration.scala x: 9 commits (all time) y: 935 lines of code
4424.0
lines of code
  min: 1.0
  average: 151.84
  25th percentile: 24.0
  median: 67.0
  75th percentile: 161.0
  max: 4424.0
0 1094.0
commits (all time)
min: 1.0 | average: 21.58 | 25th percentile: 2.0 | median: 7.0 | 75th percentile: 22.0 | max: 1094.0

File Size vs. Contributors (all time): 3586 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 11 contributors (all time) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 1 contributors (all time) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 1 contributors (all time) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 1 contributors (all time) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 4 contributors (all time) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 5 contributors (all time) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 2 contributors (all time) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 1 contributors (all time) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 9 contributors (all time) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 15 contributors (all time) y: 947 lines of code project/MimaExcludes.scala x: 158 contributors (all time) y: 163 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 contributors (all time) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/CodeGeneratorWithInterpretedFallback.scala x: 6 contributors (all time) y: 28 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 172 contributors (all time) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 50 contributors (all time) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 170 contributors (all time) y: 2820 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveLateralColumnAliasReference.scala x: 2 contributors (all time) y: 138 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowConverters.scala x: 13 contributors (all time) y: 341 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala x: 114 contributors (all time) y: 3431 lines of code python/pyspark/pandas/base.py x: 11 contributors (all time) y: 607 lines of code python/pyspark/errors/error_classes.py x: 8 contributors (all time) y: 3 lines of code python/pyspark/worker.py x: 73 contributors (all time) y: 777 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/SparkConnectPlanner.scala x: 26 contributors (all time) y: 2873 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala x: 25 contributors (all time) y: 378 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 15 contributors (all time) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 19 contributors (all time) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 12 contributors (all time) y: 643 lines of code python/pyspark/ml/connect/io_utils.py x: 2 contributors (all time) y: 195 lines of code python/pyspark/ml/connect/tuning.py x: 2 contributors (all time) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 7 contributors (all time) y: 624 lines of code python/pyspark/ml/util.py x: 28 contributors (all time) y: 388 lines of code python/pyspark/pandas/utils.py x: 9 contributors (all time) y: 629 lines of code python/pyspark/sql/connect/session.py x: 16 contributors (all time) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 4 contributors (all time) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 3 contributors (all time) y: 147 lines of code python/pyspark/sql/session.py x: 57 contributors (all time) y: 763 lines of code python/pyspark/sql/utils.py x: 27 contributors (all time) y: 176 lines of code core/src/main/scala/org/apache/spark/ui/storage/StoragePage.scala x: 17 contributors (all time) y: 194 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 128 contributors (all time) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 3 contributors (all time) y: 62 lines of code sql/api/src/main/scala/org/apache/spark/sql/execution/streaming/Triggers.scala x: 1 contributors (all time) y: 61 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 2 contributors (all time) y: 69 lines of code dev/sparktestsupport/modules.py x: 70 contributors (all time) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 8 contributors (all time) y: 112 lines of code python/pyspark/pandas/indexes/__init__.py x: 2 contributors (all time) y: 4 lines of code python/pyspark/pandas/indexes/base.py x: 11 contributors (all time) y: 1008 lines of code python/pyspark/pandas/indexes/category.py x: 7 contributors (all time) y: 175 lines of code python/pyspark/pandas/indexes/datetimes.py x: 7 contributors (all time) y: 266 lines of code python/pyspark/pandas/series.py x: 16 contributors (all time) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 10 contributors (all time) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 6 contributors (all time) y: 100 lines of code resource-managers/kubernetes/core/src/main/scala/org/apache/spark/scheduler/cluster/k8s/ExecutorPodsWatchSnapshotSource.scala x: 5 contributors (all time) y: 69 lines of code python/pyspark/sql/pandas/serializers.py x: 13 contributors (all time) y: 546 lines of code python/pyspark/sql/pandas/types.py x: 10 contributors (all time) y: 599 lines of code core/src/main/scala/org/apache/spark/serializer/GenericAvroSerializer.scala x: 8 contributors (all time) y: 96 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 73 contributors (all time) y: 569 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/Encoders.scala x: 13 contributors (all time) y: 92 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 27 contributors (all time) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/BadRecordException.scala x: 4 contributors (all time) y: 21 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/FailureSafeParser.scala x: 11 contributors (all time) y: 59 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 71 contributors (all time) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 3 contributors (all time) y: 238 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryErrorsBase.scala x: 8 contributors (all time) y: 29 lines of code python/pyspark/testing/pandasutils.py x: 8 contributors (all time) y: 440 lines of code project/SparkBuild.scala x: 209 contributors (all time) y: 1369 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala x: 75 contributors (all time) y: 546 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/JavaTypeInference.scala x: 2 contributors (all time) y: 102 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala x: 50 contributors (all time) y: 755 lines of code core/src/main/scala/org/apache/spark/SparkConf.scala x: 78 contributors (all time) y: 463 lines of code dev/sparktestsupport/utils.py x: 8 contributors (all time) y: 64 lines of code python/pyspark/sql/udtf.py x: 3 contributors (all time) y: 279 lines of code python/pyspark/cloudpickle/cloudpickle_fast.py x: 4 contributors (all time) y: 452 lines of code python/pyspark/sql/connect/plan.py x: 19 contributors (all time) y: 1734 lines of code python/pyspark/sql/connect/client/core.py x: 8 contributors (all time) y: 1150 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcRetryHandler.scala x: 2 contributors (all time) y: 114 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkConnectClient.scala x: 14 contributors (all time) y: 435 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkResult.scala x: 6 contributors (all time) y: 225 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowDeserializer.scala x: 2 contributors (all time) y: 447 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala x: 59 contributors (all time) y: 541 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileIndex.scala x: 6 contributors (all time) y: 67 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala x: 36 contributors (all time) y: 227 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala x: 26 contributors (all time) y: 157 lines of code python/pyspark/sql/worker/analyze_udtf.py x: 1 contributors (all time) y: 108 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/UserDefinedPythonFunction.scala x: 9 contributors (all time) y: 192 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeJoinExec.scala x: 33 contributors (all time) y: 1142 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala x: 134 contributors (all time) y: 1590 lines of code python/pyspark/pandas/groupby.py x: 17 contributors (all time) y: 1638 lines of code python/pyspark/pandas/namespace.py x: 17 contributors (all time) y: 1460 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryListener.scala x: 3 contributors (all time) y: 73 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SessionHolder.scala x: 8 contributors (all time) y: 139 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveReferencesInUpdate.scala x: 2 contributors (all time) y: 40 lines of code connector/connect/common/src/main/protobuf/spark/connect/base.proto x: 12 contributors (all time) y: 662 lines of code python/pyspark/sql/connect/proto/base_pb2.pyi x: 12 contributors (all time) y: 2137 lines of code python/pyspark/testing/utils.py x: 10 contributors (all time) y: 367 lines of code core/src/main/scala/org/apache/spark/MapOutputTracker.scala x: 78 contributors (all time) y: 1104 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/Metadata.scala x: 2 contributors (all time) y: 180 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala x: 1 contributors (all time) y: 79 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryCompilationErrors.scala x: 58 contributors (all time) y: 3219 lines of code python/pyspark/sql/types.py x: 58 contributors (all time) y: 1478 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectService.scala x: 19 contributors (all time) y: 283 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectStreamingQueryCache.scala x: 4 contributors (all time) y: 133 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseLexer.g4 x: 2 contributors (all time) y: 514 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseParser.g4 x: 2 contributors (all time) y: 1695 lines of code core/src/main/scala/org/apache/spark/executor/Executor.scala x: 124 contributors (all time) y: 875 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JdbcUtils.scala x: 59 contributors (all time) y: 901 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/JdbcDialects.scala x: 40 contributors (all time) y: 354 lines of code 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resource-managers/mesos/src/main/scala/org/apache/spark/scheduler/cluster/mesos/MesosClusterScheduler.scala x: 25 contributors (all time) y: 680 lines of code core/src/main/scala/org/apache/spark/internal/io/SparkHadoopWriter.scala x: 9 contributors (all time) y: 248 lines of code sql/core/src/main/scala/org/apache/spark/sql/SQLContext.scala x: 75 contributors (all time) y: 349 lines of code core/src/main/scala/org/apache/spark/api/java/JavaPairRDD.scala x: 49 contributors (all time) y: 419 lines of code core/src/main/scala/org/apache/spark/deploy/JsonProtocol.scala x: 29 contributors (all time) y: 110 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/DStream.scala x: 33 contributors (all time) y: 529 lines of code core/src/main/scala/org/apache/spark/storage/StorageUtils.scala x: 30 contributors (all time) y: 139 lines of code core/src/main/scala/org/apache/spark/deploy/master/ui/MasterWebUI.scala x: 40 contributors (all time) y: 81 lines of code core/src/main/scala/org/apache/spark/rdd/ParallelCollectionRDD.scala x: 30 contributors (all time) y: 102 lines of code streaming/src/main/scala/org/apache/spark/streaming/scheduler/ReceivedBlockTracker.scala x: 16 contributors (all time) y: 179 lines of code core/src/main/resources/org/apache/spark/ui/static/sorttable.js x: 13 contributors (all time) y: 352 lines of code core/src/main/java/org/apache/spark/util/collection/unsafe/sort/UnsafeSorterSpillReader.java x: 15 contributors (all time) y: 110 lines of code streaming/src/main/scala/org/apache/spark/streaming/scheduler/ReceiverTracker.scala x: 26 contributors (all time) y: 449 lines of code core/src/main/scala/org/apache/spark/api/java/JavaRDD.scala x: 34 contributors (all time) y: 89 lines of code core/src/main/scala/org/apache/spark/deploy/master/ZooKeeperPersistenceEngine.scala x: 32 contributors (all time) y: 48 lines of code core/src/main/scala/org/apache/spark/ui/jobs/PoolTable.scala x: 24 contributors (all time) y: 49 lines 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core/src/main/scala/org/apache/spark/scheduler/JobWaiter.scala x: 26 contributors (all time) y: 32 lines of code core/src/main/scala/org/apache/spark/ui/UIWorkloadGenerator.scala x: 33 contributors (all time) y: 81 lines of code core/src/main/scala/org/apache/spark/util/collection/OpenHashSet.scala x: 28 contributors (all time) y: 181 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/ConstantInputDStream.scala x: 19 contributors (all time) y: 14 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/InputDStream.scala x: 28 contributors (all time) y: 51 lines of code sql/core/src/main/scala/org/apache/spark/sql/sources/interfaces.scala x: 27 contributors (all time) y: 81 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/PairDStreamFunctions.scala x: 22 contributors (all time) y: 370 lines of code graphx/src/main/scala/org/apache/spark/graphx/impl/VertexRDDImpl.scala x: 10 contributors (all time) y: 190 lines of code sql/catalyst/src/main/java/org/apache/spark/sql/catalyst/expressions/xml/UDFXPathUtil.java x: 4 contributors (all time) y: 163 lines of code licenses-binary/LICENSE-javassist.html x: 1 contributors (all time) y: 369 lines of code core/src/main/scala/org/apache/spark/api/java/JavaDoubleRDD.scala x: 32 contributors (all time) y: 82 lines of code core/src/main/scala/org/apache/spark/rdd/PartitionPruningRDD.scala x: 21 contributors (all time) y: 36 lines of code streaming/src/main/scala/org/apache/spark/streaming/dstream/TransformedDStream.scala x: 22 contributors (all time) y: 34 lines of code core/src/main/scala/org/apache/spark/Aggregator.scala x: 24 contributors (all time) y: 32 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SparkSQLParser.scala x: 2 contributors (all time) y: 763 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ScalaUdf.scala x: 9 contributors (all time) y: 1053 lines of code sql/hive/src/main/scala/org/apache/spark/sql/hive/hiveUdfs.scala x: 18 contributors (all time) y: 327 lines of code sql/core/src/main/scala/org/apache/spark/sql/UdfRegistration.scala x: 6 contributors (all time) y: 935 lines of code
4424.0
lines of code
  min: 1.0
  average: 151.84
  25th percentile: 24.0
  median: 67.0
  75th percentile: 161.0
  max: 4424.0
0 219.0
contributors (all time)
min: 1.0 | average: 10.91 | 25th percentile: 2.0 | median: 5.0 | 75th percentile: 13.0 | max: 219.0

File Size vs. Commits (30 days): 617 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 6 commits (30d) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 3 commits (30d) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 3 commits (30d) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 5 commits (30d) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 8 commits (30d) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 9 commits (30d) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 4 commits (30d) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 2 commits (30d) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 7 commits (30d) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 5 commits (30d) y: 947 lines of code project/MimaExcludes.scala x: 11 commits (30d) y: 163 lines of code sql/api/src/main/java/org/apache/spark/api/java/function/FlatMapGroupsWithStateFunction.java x: 1 commits (30d) y: 11 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 commits (30d) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/CodeGeneratorWithInterpretedFallback.scala x: 1 commits (30d) y: 28 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 13 commits (30d) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 2 commits (30d) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 11 commits (30d) y: 2820 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveLateralColumnAliasReference.scala x: 1 commits (30d) y: 138 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowConverters.scala x: 2 commits (30d) y: 341 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala x: 6 commits (30d) y: 3431 lines of code python/pyspark/pandas/base.py x: 2 commits (30d) y: 607 lines of code python/pyspark/errors/error_classes.py x: 16 commits (30d) y: 3 lines of code python/pyspark/worker.py x: 9 commits (30d) y: 777 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/SparkConnectPlanner.scala x: 17 commits (30d) y: 2873 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala x: 2 commits (30d) y: 378 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 2 commits (30d) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 12 commits (30d) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 3 commits (30d) y: 643 lines of code python/pyspark/ml/connect/io_utils.py x: 2 commits (30d) y: 195 lines of code python/pyspark/ml/connect/tuning.py x: 3 commits (30d) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 4 commits (30d) y: 624 lines of code python/pyspark/ml/util.py x: 1 commits (30d) y: 388 lines of code python/pyspark/pandas/utils.py x: 1 commits (30d) y: 629 lines of code python/pyspark/sql/connect/session.py x: 10 commits (30d) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 3 commits (30d) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 5 commits (30d) y: 147 lines of code python/pyspark/sql/session.py x: 3 commits (30d) y: 763 lines of code python/pyspark/sql/utils.py x: 4 commits (30d) y: 176 lines of code core/src/main/scala/org/apache/spark/ui/storage/StoragePage.scala x: 1 commits (30d) y: 194 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 6 commits (30d) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 1 commits (30d) y: 62 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 2 commits (30d) y: 69 lines of code dev/sparktestsupport/modules.py x: 12 commits (30d) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 1 commits (30d) y: 112 lines of code python/pyspark/pandas/indexes/base.py x: 1 commits (30d) y: 1008 lines of code python/pyspark/pandas/indexes/category.py x: 1 commits (30d) y: 175 lines of code python/pyspark/pandas/indexes/datetimes.py x: 1 commits (30d) y: 266 lines of code python/pyspark/pandas/series.py x: 2 commits (30d) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 1 commits (30d) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 1 commits (30d) y: 100 lines of code python/pyspark/sql/pandas/serializers.py x: 6 commits (30d) y: 546 lines of code python/pyspark/sql/pandas/types.py x: 1 commits (30d) y: 599 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 1 commits (30d) y: 569 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 3 commits (30d) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 12 commits (30d) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 6 commits (30d) y: 238 lines of code python/pyspark/testing/pandasutils.py x: 3 commits (30d) y: 440 lines of code project/SparkBuild.scala x: 7 commits (30d) y: 1369 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala x: 3 commits (30d) y: 546 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/JavaTypeInference.scala x: 3 commits (30d) y: 102 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala x: 2 commits (30d) y: 755 lines of code core/src/main/scala/org/apache/spark/SparkConf.scala x: 1 commits (30d) y: 463 lines of code core/src/main/scala/org/apache/spark/api/python/StreamingPythonRunner.scala x: 6 commits (30d) y: 66 lines of code dev/sparktestsupport/utils.py x: 3 commits (30d) y: 64 lines of code python/pyspark/sql/udtf.py x: 8 commits (30d) y: 279 lines of code python/pyspark/cloudpickle/cloudpickle_fast.py x: 1 commits (30d) y: 452 lines of code python/pyspark/sql/connect/plan.py x: 3 commits (30d) y: 1734 lines of code python/pyspark/sql/connect/client/core.py x: 8 commits (30d) y: 1150 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/ExecutePlanResponseReattachableIterator.scala x: 6 commits (30d) y: 181 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcRetryHandler.scala x: 4 commits (30d) y: 114 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkConnectClient.scala x: 6 commits (30d) y: 435 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkResult.scala x: 8 commits (30d) y: 225 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowDeserializer.scala x: 6 commits (30d) y: 447 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowEncoderUtils.scala x: 3 commits (30d) y: 27 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowSerializer.scala x: 5 commits (30d) y: 447 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala x: 2 commits (30d) y: 227 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala x: 1 commits (30d) y: 157 lines of code python/pyspark/sql/worker/analyze_udtf.py x: 3 commits (30d) y: 108 lines of code python/pyspark/worker_util.py x: 2 commits (30d) y: 107 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/UserDefinedPythonFunction.scala x: 4 commits (30d) y: 192 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeJoinExec.scala x: 2 commits (30d) y: 1142 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala x: 5 commits (30d) y: 1590 lines of code python/pyspark/pandas/groupby.py x: 1 commits (30d) y: 1638 lines of code python/pyspark/pandas/namespace.py x: 1 commits (30d) y: 1460 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryListener.scala x: 3 commits (30d) y: 73 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/StreamingQueryListenerHelper.scala x: 2 commits (30d) y: 41 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SessionHolder.scala x: 8 commits (30d) y: 139 lines of code connector/connect/common/src/main/protobuf/spark/connect/base.proto x: 4 commits (30d) y: 662 lines of code python/pyspark/sql/connect/proto/base_pb2.pyi x: 4 commits (30d) y: 2137 lines of code python/pyspark/testing/utils.py x: 14 commits (30d) y: 367 lines of code core/src/main/scala/org/apache/spark/MapOutputTracker.scala x: 1 commits (30d) y: 1104 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala x: 2 commits (30d) y: 79 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryCompilationErrors.scala x: 12 commits (30d) y: 3219 lines of code python/pyspark/sql/types.py x: 1 commits (30d) y: 1478 lines of code python/pyspark/testing/connectutils.py x: 3 commits (30d) y: 135 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectService.scala x: 9 commits (30d) y: 283 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectStreamingQueryCache.scala x: 4 commits (30d) y: 133 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseLexer.g4 x: 2 commits (30d) y: 514 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseParser.g4 x: 3 commits (30d) y: 1695 lines of code core/src/main/scala/org/apache/spark/executor/Executor.scala x: 3 commits (30d) y: 875 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JdbcUtils.scala x: 3 commits (30d) y: 901 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/JdbcDialects.scala x: 1 commits (30d) y: 354 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/PostgresDialect.scala x: 1 commits (30d) y: 213 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/dsl/package.scala x: 1 commits (30d) y: 979 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/ui/SparkConnectServerListener.scala x: 3 commits (30d) y: 344 lines of code core/src/main/scala/org/apache/spark/shuffle/IndexShuffleBlockResolver.scala x: 2 commits (30d) y: 429 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/StateStore.scala x: 4 commits (30d) y: 458 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/expressions/UserDefinedFunction.scala x: 6 commits (30d) y: 110 lines of code core/src/main/scala/org/apache/spark/util/Utils.scala x: 8 commits (30d) y: 2147 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ScalaUDF.scala x: 1 commits (30d) y: 1053 lines of code python/setup.py x: 7 commits (30d) y: 276 lines of code core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala x: 2 commits (30d) y: 462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SQLExecution.scala x: 4 commits (30d) y: 164 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryManager.scala x: 4 commits (30d) y: 89 lines of code connector/connect/common/src/main/protobuf/spark/connect/commands.proto x: 5 commits (30d) y: 341 lines of code python/pyspark/sql/connect/proto/commands_pb2.pyi x: 5 commits (30d) y: 1509 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/UDFRegistration.scala x: 2 commits (30d) y: 1078 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/UdfUtils.scala x: 1 commits (30d) y: 493 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala x: 2 commits (30d) y: 810 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/WindowInPandasExec.scala x: 3 commits (30d) y: 37 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/stringExpressions.scala x: 1 commits (30d) y: 2504 lines of code sql/core/src/main/scala/org/apache/spark/sql/functions.scala x: 6 commits (30d) y: 2003 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/ColumnarEvaluatorFactory.scala x: 1 commits (30d) y: 79 lines of code core/src/main/scala/org/apache/spark/internal/config/package.scala x: 4 commits (30d) y: 2224 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/ArtifactManager.scala x: 2 commits (30d) y: 252 lines of code core/src/main/scala/org/apache/spark/SparkContext.scala x: 4 commits (30d) y: 1860 lines of code common/utils/src/main/java/org/apache/spark/network/util/JavaUtils.java x: 1 commits (30d) y: 253 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowVectorReader.scala x: 3 commits (30d) y: 208 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/LiteralValueProtoConverter.scala x: 2 commits (30d) y: 313 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala x: 2 commits (30d) y: 1828 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/object.scala x: 5 commits (30d) y: 596 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/IntervalUtils.scala x: 2 commits (30d) y: 711 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/package.scala x: 2 commits (30d) y: 146 lines of code mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala x: 1 commits (30d) y: 155 lines of code connector/avro/src/main/scala/org/apache/spark/sql/avro/AvroSerializer.scala x: 1 commits (30d) y: 304 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/parser/parsers.scala x: 3 commits (30d) y: 275 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/SparkDateTimeUtils.scala x: 1 commits (30d) y: 347 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/TimestampFormatter.scala x: 1 commits (30d) y: 419 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/QueryParsingErrors.scala x: 2 commits (30d) y: 565 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/DataType.scala x: 2 commits (30d) y: 284 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/Decimal.scala x: 2 commits (30d) y: 473 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/DecimalType.scala x: 2 commits (30d) y: 122 lines of code sql/api/src/main/scala/org/apache/spark/sql/util/ArrowUtils.scala x: 2 commits (30d) y: 171 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/csv/CSVOptions.scala x: 2 commits (30d) y: 267 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/DateTimeUtils.scala x: 1 commits (30d) y: 379 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowWriter.scala x: 2 commits (30d) y: 358 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/Columnar.scala x: 3 commits (30d) y: 373 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFilters.scala x: 1 commits (30d) y: 666 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetWriteSupport.scala x: 1 commits (30d) y: 323 lines of code python/pyspark/testing/__init__.py x: 2 commits (30d) y: 3 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/MapInBatchExec.scala x: 5 commits (30d) y: 51 lines of code core/src/main/scala/org/apache/spark/scheduler/cluster/CoarseGrainedSchedulerBackend.scala x: 1 commits (30d) y: 696 lines of code core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala x: 2 commits (30d) y: 654 lines of code core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala x: 5 commits (30d) y: 556 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/UnsupportedOperationChecker.scala x: 2 commits (30d) y: 408 lines of code python/pyspark/sql/connect/dataframe.py x: 1 commits (30d) y: 1749 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/bitmapExpressions.scala x: 4 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python/pyspark/sql/connect/expressions.py x: 1 commits (30d) y: 835 lines of code python/pyspark/sql/connect/functions.py x: 7 commits (30d) y: 2070 lines of code python/pyspark/sql/connect/proto/expressions_pb2.pyi x: 1 commits (30d) y: 1268 lines of code python/pyspark/sql/streaming/readwriter.py x: 2 commits (30d) y: 540 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Strategy.scala x: 2 commits (30d) y: 502 lines of code core/src/main/resources/org/apache/spark/ui/static/stagepage.js x: 1 commits (30d) y: 1040 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/window/WindowEvaluatorFactory.scala x: 2 commits (30d) y: 97 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala x: 6 commits (30d) y: 1081 lines of code python/pyspark/sql/dataframe.py x: 1 commits (30d) y: 1405 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBFileManager.scala x: 1 commits (30d) y: 483 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/V2SessionCatalog.scala x: 2 commits (30d) y: 323 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala x: 2 commits (30d) y: 691 lines of code core/src/main/scala/org/apache/spark/SparkEnv.scala x: 1 commits (30d) y: 402 lines of code core/src/main/scala/org/apache/spark/api/python/PythonWorkerFactory.scala x: 4 commits (30d) y: 292 lines of code core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala x: 1 commits (30d) y: 2008 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/FunctionRegistry.scala x: 1 commits (30d) y: 856 lines of code connector/connect/common/src/main/protobuf/spark/connect/relations.proto x: 2 commits (30d) y: 796 lines of code python/pyspark/sql/connect/proto/relations_pb2.pyi x: 2 commits (30d) y: 2915 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/jsonExpressions.scala x: 1 commits (30d) y: 716 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/SessionCatalog.scala x: 2 commits (30d) y: 1204 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TableOutputResolver.scala x: 2 commits (30d) y: 442 lines of code python/pyspark/rdd.py x: 1 commits (30d) y: 1514 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/ddl.scala x: 1 commits (30d) y: 707 lines of code sql/core/src/main/scala/org/apache/spark/sql/streaming/DataStreamWriter.scala x: 1 commits (30d) y: 287 lines of code core/src/main/scala/org/apache/spark/storage/BlockManager.scala x: 1 commits (30d) y: 1519 lines of code core/src/main/scala/org/apache/spark/storage/ShuffleBlockFetcherIterator.scala x: 1 commits (30d) y: 1081 lines of code python/pyspark/context.py x: 1 commits (30d) y: 747 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/collectionOperations.scala x: 1 commits (30d) y: 4395 lines of code
4424.0
lines of code
  min: 1.0
  average: 312.87
  25th percentile: 40.0
  median: 131.0
  75th percentile: 353.5
  max: 4424.0
0 17.0
commits (30d)
min: 1.0 | average: 1.93 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 17.0

File Size vs. Contributors (30 days): 617 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 5 contributors (30d) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 1 contributors (30d) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 1 contributors (30d) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 1 contributors (30d) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 4 contributors (30d) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 5 contributors (30d) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 2 contributors (30d) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 1 contributors (30d) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 4 contributors (30d) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 5 contributors (30d) y: 947 lines of code project/MimaExcludes.scala x: 4 contributors (30d) y: 163 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 contributors (30d) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 10 contributors (30d) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 2 contributors (30d) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 9 contributors (30d) y: 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sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 2 contributors (30d) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 6 contributors (30d) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 3 contributors (30d) y: 643 lines of code python/pyspark/ml/connect/io_utils.py x: 2 contributors (30d) y: 195 lines of code python/pyspark/ml/connect/tuning.py x: 2 contributors (30d) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 2 contributors (30d) y: 624 lines of code python/pyspark/ml/util.py x: 1 contributors (30d) y: 388 lines of code python/pyspark/pandas/utils.py x: 1 contributors (30d) y: 629 lines of code python/pyspark/sql/connect/session.py x: 6 contributors (30d) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 2 contributors (30d) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 3 contributors (30d) y: 147 lines of code python/pyspark/sql/session.py x: 1 contributors (30d) y: 763 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 4 contributors (30d) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 1 contributors (30d) y: 62 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 2 contributors (30d) y: 69 lines of code dev/sparktestsupport/modules.py x: 8 contributors (30d) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 1 contributors (30d) y: 112 lines of code python/pyspark/pandas/indexes/base.py x: 1 contributors (30d) y: 1008 lines of code python/pyspark/pandas/indexes/datetimes.py x: 1 contributors (30d) y: 266 lines of code python/pyspark/pandas/series.py x: 1 contributors (30d) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 1 contributors (30d) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 1 contributors (30d) y: 100 lines of code python/pyspark/sql/pandas/serializers.py x: 4 contributors (30d) y: 546 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 1 contributors (30d) y: 569 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 3 contributors (30d) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 8 contributors (30d) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 3 contributors (30d) y: 238 lines of code python/pyspark/testing/pandasutils.py x: 1 contributors (30d) y: 440 lines of code project/SparkBuild.scala x: 4 contributors (30d) y: 1369 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala x: 3 contributors (30d) y: 546 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/JavaTypeInference.scala x: 2 contributors (30d) y: 102 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala x: 2 contributors (30d) y: 755 lines of code core/src/main/scala/org/apache/spark/SparkConf.scala x: 1 contributors (30d) y: 463 lines of code core/src/main/scala/org/apache/spark/api/python/StreamingPythonRunner.scala x: 3 contributors (30d) y: 66 lines of code python/pyspark/sql/udtf.py x: 2 contributors (30d) y: 279 lines of code python/pyspark/sql/connect/plan.py x: 2 contributors (30d) y: 1734 lines of code python/pyspark/sql/connect/client/core.py x: 5 contributors (30d) y: 1150 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkResult.scala x: 3 contributors (30d) y: 225 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowDeserializer.scala x: 2 contributors (30d) y: 447 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/FileSourceStrategy.scala x: 2 contributors (30d) y: 227 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala x: 1 contributors (30d) y: 157 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeJoinExec.scala x: 2 contributors (30d) y: 1142 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala x: 5 contributors (30d) y: 1590 lines of code python/pyspark/pandas/groupby.py x: 1 contributors (30d) y: 1638 lines of code python/pyspark/pandas/namespace.py x: 1 contributors (30d) y: 1460 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryListener.scala x: 3 contributors (30d) y: 73 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SessionHolder.scala x: 4 contributors (30d) y: 139 lines of code connector/connect/common/src/main/protobuf/spark/connect/base.proto x: 1 contributors (30d) y: 662 lines of code python/pyspark/sql/connect/proto/base_pb2.pyi x: 1 contributors (30d) y: 2137 lines of code python/pyspark/testing/utils.py x: 1 contributors (30d) y: 367 lines of code core/src/main/scala/org/apache/spark/MapOutputTracker.scala x: 1 contributors (30d) y: 1104 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala x: 1 contributors (30d) y: 79 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryCompilationErrors.scala x: 8 contributors (30d) y: 3219 lines of code python/pyspark/sql/types.py x: 1 contributors (30d) y: 1478 lines of code python/pyspark/testing/connectutils.py x: 2 contributors (30d) y: 135 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectService.scala x: 7 contributors (30d) y: 283 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectStreamingQueryCache.scala x: 3 contributors (30d) y: 133 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseLexer.g4 x: 2 contributors (30d) y: 514 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseParser.g4 x: 2 contributors (30d) y: 1695 lines of code core/src/main/scala/org/apache/spark/executor/Executor.scala x: 2 contributors (30d) y: 875 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JdbcUtils.scala x: 3 contributors (30d) y: 901 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/JdbcDialects.scala x: 1 contributors (30d) y: 354 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/PostgresDialect.scala x: 1 contributors (30d) y: 213 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/dsl/package.scala x: 1 contributors (30d) y: 979 lines of code core/src/main/scala/org/apache/spark/shuffle/IndexShuffleBlockResolver.scala x: 2 contributors (30d) y: 429 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/StateStore.scala x: 3 contributors (30d) y: 458 lines of code common/utils/src/main/scala/org/apache/spark/util/SparkSerDeUtils.scala x: 3 contributors (30d) y: 26 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/expressions/UserDefinedFunction.scala x: 4 contributors (30d) y: 110 lines of code core/src/main/scala/org/apache/spark/util/Utils.scala x: 6 contributors (30d) y: 2147 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ScalaUDF.scala x: 1 contributors (30d) y: 1053 lines of code python/setup.py x: 5 contributors (30d) y: 276 lines of code core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala x: 2 contributors (30d) y: 462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SQLExecution.scala x: 3 contributors (30d) y: 164 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryManager.scala x: 3 contributors (30d) y: 89 lines of code connector/connect/common/src/main/protobuf/spark/connect/commands.proto x: 4 contributors (30d) y: 341 lines of code python/pyspark/sql/connect/proto/commands_pb2.pyi x: 4 contributors (30d) y: 1509 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/UDFRegistration.scala x: 1 contributors (30d) y: 1078 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/UdfUtils.scala x: 1 contributors (30d) y: 493 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/encoders/RowEncoder.scala x: 2 contributors (30d) y: 71 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala x: 2 contributors (30d) y: 810 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/WindowInPandasExec.scala x: 2 contributors (30d) y: 37 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/stringExpressions.scala x: 1 contributors (30d) y: 2504 lines of code sql/core/src/main/scala/org/apache/spark/sql/functions.scala x: 4 contributors (30d) y: 2003 lines of code core/src/main/scala/org/apache/spark/internal/config/package.scala x: 3 contributors (30d) y: 2224 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/ArtifactManager.scala x: 2 contributors (30d) y: 252 lines of code core/src/main/scala/org/apache/spark/SparkContext.scala x: 4 contributors (30d) y: 1860 lines of code common/utils/src/main/java/org/apache/spark/network/util/JavaUtils.java x: 1 contributors (30d) y: 253 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/LiteralValueProtoConverter.scala x: 1 contributors (30d) y: 313 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala x: 2 contributors (30d) y: 1828 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/object.scala x: 2 contributors (30d) y: 596 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/IntervalUtils.scala x: 2 contributors (30d) y: 711 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/package.scala x: 2 contributors (30d) y: 146 lines of code mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala x: 1 contributors (30d) y: 155 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/parser/parsers.scala x: 2 contributors (30d) y: 275 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/SparkDateTimeUtils.scala x: 1 contributors (30d) y: 347 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/TimestampFormatter.scala x: 1 contributors (30d) y: 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contributors (30d) y: 408 lines of code python/pyspark/sql/connect/dataframe.py x: 1 contributors (30d) y: 1749 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/bitmapExpressions.scala x: 4 contributors (30d) y: 244 lines of code sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 2 contributors (30d) y: 557 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SparkStrategies.scala x: 3 contributors (30d) y: 685 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/MicroBatchExecution.scala x: 1 contributors (30d) y: 554 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/objects/objects.scala x: 3 contributors (30d) y: 1431 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/DataStreamWriter.scala x: 3 contributors (30d) y: 111 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/basicLogicalOperators.scala x: 4 contributors (30d) y: 1440 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala x: 1 contributors (30d) y: 953 lines of code core/src/main/scala/org/apache/spark/ui/UIUtils.scala x: 1 contributors (30d) y: 584 lines of code python/pyspark/sql/connect/expressions.py x: 1 contributors (30d) y: 835 lines of code python/pyspark/sql/connect/functions.py x: 4 contributors (30d) y: 2070 lines of code python/pyspark/sql/connect/proto/expressions_pb2.pyi x: 1 contributors (30d) y: 1268 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Strategy.scala x: 2 contributors (30d) y: 502 lines of code core/src/main/resources/org/apache/spark/ui/static/stagepage.js x: 1 contributors (30d) y: 1040 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala x: 5 contributors (30d) y: 1081 lines of code python/pyspark/sql/dataframe.py x: 1 contributors (30d) y: 1405 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDBFileManager.scala x: 1 contributors (30d) y: 483 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/ResolveDefaultColumnsUtil.scala x: 1 contributors (30d) y: 287 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala x: 2 contributors (30d) y: 691 lines of code core/src/main/scala/org/apache/spark/SparkEnv.scala x: 1 contributors (30d) y: 402 lines of code core/src/main/scala/org/apache/spark/api/python/PythonWorkerFactory.scala x: 3 contributors (30d) y: 292 lines of code core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala x: 1 contributors (30d) y: 2008 lines of code python/pyspark/sql/connect/streaming/readwriter.py x: 1 contributors (30d) y: 511 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/ApplyInPandasWithStatePythonRunner.scala x: 2 contributors (30d) y: 163 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/FunctionRegistry.scala x: 1 contributors (30d) y: 856 lines of code connector/connect/common/src/main/protobuf/spark/connect/relations.proto x: 2 contributors (30d) y: 796 lines of code python/pyspark/sql/connect/proto/relations_pb2.pyi x: 2 contributors (30d) y: 2915 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/jsonExpressions.scala x: 1 contributors (30d) y: 716 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/SessionCatalog.scala x: 2 contributors (30d) y: 1204 lines of code python/pyspark/rdd.py x: 1 contributors (30d) y: 1514 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/ddl.scala x: 1 contributors (30d) y: 707 lines of code core/src/main/scala/org/apache/spark/storage/BlockManager.scala x: 1 contributors (30d) y: 1519 lines of code core/src/main/scala/org/apache/spark/storage/ShuffleBlockFetcherIterator.scala x: 1 contributors (30d) y: 1081 lines of code python/pyspark/context.py x: 1 contributors (30d) y: 747 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/collectionOperations.scala x: 1 contributors (30d) y: 4395 lines of code
4424.0
lines of code
  min: 1.0
  average: 312.87
  25th percentile: 40.0
  median: 131.0
  75th percentile: 353.5
  max: 4424.0
0 13.0
contributors (30d)
min: 1.0 | average: 1.51 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 2.0 | max: 13.0

File Size vs. Commits (90 days): 931 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 7 commits (90d) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 3 commits (90d) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 3 commits (90d) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 5 commits (90d) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 8 commits (90d) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 9 commits (90d) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 4 commits (90d) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 2 commits (90d) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 33 commits (90d) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 10 commits (90d) y: 947 lines of code project/MimaExcludes.scala x: 20 commits (90d) y: 163 lines of code sql/api/src/main/java/org/apache/spark/api/java/function/FlatMapGroupsWithStateFunction.java x: 1 commits (90d) y: 11 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 commits (90d) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/CodeGeneratorWithInterpretedFallback.scala x: 1 commits (90d) y: 28 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 25 commits (90d) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 2 commits (90d) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 27 commits (90d) y: 2820 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveLateralColumnAliasReference.scala x: 1 commits (90d) y: 138 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowConverters.scala x: 3 commits (90d) y: 341 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala x: 21 commits (90d) y: 3431 lines of code python/pyspark/pandas/base.py x: 4 commits (90d) y: 607 lines of code python/pyspark/errors/error_classes.py x: 19 commits (90d) y: 3 lines of code python/pyspark/worker.py x: 18 commits (90d) y: 777 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/SparkConnectPlanner.scala x: 54 commits (90d) y: 2873 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala x: 2 commits (90d) y: 378 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 2 commits (90d) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 16 commits (90d) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 5 commits (90d) y: 643 lines of code python/pyspark/ml/connect/io_utils.py x: 4 commits (90d) y: 195 lines of code python/pyspark/ml/connect/tuning.py x: 3 commits (90d) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 13 commits (90d) y: 624 lines of code python/pyspark/ml/util.py x: 3 commits (90d) y: 388 lines of code python/pyspark/pandas/utils.py x: 2 commits (90d) y: 629 lines of code python/pyspark/sql/connect/session.py x: 25 commits (90d) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 5 commits (90d) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 5 commits (90d) y: 147 lines of code python/pyspark/sql/session.py x: 8 commits (90d) y: 763 lines of code python/pyspark/sql/utils.py x: 9 commits (90d) y: 176 lines of code core/src/main/scala/org/apache/spark/ui/storage/StoragePage.scala x: 1 commits (90d) y: 194 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 10 commits (90d) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 1 commits (90d) y: 62 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 3 commits (90d) y: 69 lines of code dev/sparktestsupport/modules.py x: 27 commits (90d) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 1 commits (90d) y: 112 lines of code python/pyspark/pandas/indexes/base.py x: 4 commits (90d) y: 1008 lines of code python/pyspark/pandas/indexes/datetimes.py x: 3 commits (90d) y: 266 lines of code python/pyspark/pandas/series.py x: 7 commits (90d) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 3 commits (90d) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 1 commits (90d) y: 100 lines of code python/pyspark/sql/pandas/serializers.py x: 16 commits (90d) y: 546 lines of code python/pyspark/sql/pandas/types.py x: 6 commits (90d) y: 599 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 3 commits (90d) y: 569 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Encoders.scala x: 2 commits (90d) y: 54 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 5 commits (90d) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/BadRecordException.scala x: 3 commits (90d) y: 21 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 30 commits (90d) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 8 commits (90d) y: 238 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryErrorsBase.scala x: 5 commits (90d) y: 29 lines of code python/pyspark/testing/pandasutils.py x: 3 commits (90d) y: 440 lines of code project/SparkBuild.scala x: 22 commits (90d) y: 1369 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/DataSourceStrategy.scala x: 6 commits (90d) y: 546 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/JavaTypeInference.scala x: 3 commits (90d) y: 102 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala x: 2 commits (90d) y: 755 lines of code core/src/main/scala/org/apache/spark/SparkConf.scala x: 1 commits (90d) y: 463 lines of code core/src/main/scala/org/apache/spark/api/python/StreamingPythonRunner.scala x: 6 commits (90d) y: 66 lines of code dev/sparktestsupport/utils.py x: 4 commits (90d) y: 64 lines of code python/pyspark/sql/udtf.py x: 11 commits (90d) y: 279 lines of code python/pyspark/cloudpickle/cloudpickle_fast.py x: 2 commits (90d) y: 452 lines of code python/pyspark/sql/connect/plan.py x: 12 commits (90d) y: 1734 lines of code python/pyspark/sql/connect/client/core.py x: 19 commits (90d) y: 1150 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/ExecutePlanResponseReattachableIterator.scala x: 6 commits (90d) y: 181 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcRetryHandler.scala x: 5 commits (90d) y: 114 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkConnectClient.scala x: 9 commits (90d) y: 435 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkResult.scala x: 10 commits (90d) y: 225 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowDeserializer.scala x: 6 commits (90d) y: 447 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowSerializer.scala x: 5 commits (90d) y: 447 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala x: 4 commits (90d) y: 541 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala x: 1 commits (90d) y: 157 lines of code python/pyspark/sql/worker/analyze_udtf.py x: 3 commits (90d) y: 108 lines of code python/pyspark/worker_util.py x: 2 commits (90d) y: 107 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/UserDefinedPythonFunction.scala x: 6 commits (90d) y: 192 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeJoinExec.scala x: 2 commits (90d) y: 1142 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala x: 7 commits (90d) y: 1590 lines of code python/pyspark/pandas/groupby.py x: 3 commits (90d) y: 1638 lines of code python/pyspark/pandas/namespace.py x: 4 commits (90d) y: 1460 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryListener.scala x: 3 commits (90d) y: 73 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/StreamingQueryListenerHelper.scala x: 2 commits (90d) y: 41 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SessionHolder.scala x: 14 commits (90d) y: 139 lines of code connector/connect/common/src/main/protobuf/spark/connect/base.proto x: 6 commits (90d) y: 662 lines of code python/pyspark/sql/connect/proto/base_pb2.pyi x: 5 commits (90d) y: 2137 lines of code python/pyspark/testing/utils.py x: 15 commits (90d) y: 367 lines of code core/src/main/scala/org/apache/spark/MapOutputTracker.scala x: 3 commits (90d) y: 1104 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala x: 2 commits (90d) y: 79 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryCompilationErrors.scala x: 40 commits (90d) y: 3219 lines of code python/pyspark/sql/types.py x: 4 commits (90d) y: 1478 lines of code python/pyspark/testing/connectutils.py x: 3 commits (90d) y: 135 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectStreamingQueryCache.scala x: 4 commits (90d) y: 133 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseLexer.g4 x: 2 commits (90d) y: 514 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseParser.g4 x: 3 commits (90d) y: 1695 lines of code core/src/main/scala/org/apache/spark/executor/Executor.scala x: 6 commits (90d) y: 875 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/jdbc/JdbcUtils.scala x: 3 commits (90d) y: 901 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/JdbcDialects.scala x: 1 commits (90d) y: 354 lines of code sql/core/src/main/scala/org/apache/spark/sql/jdbc/PostgresDialect.scala x: 2 commits (90d) y: 213 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/dsl/package.scala x: 1 commits (90d) y: 979 lines of code core/src/main/scala/org/apache/spark/shuffle/IndexShuffleBlockResolver.scala x: 2 commits (90d) y: 429 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/StateStore.scala x: 4 commits (90d) y: 458 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/expressions/UserDefinedFunction.scala x: 8 commits (90d) y: 110 lines of code core/src/main/scala/org/apache/spark/util/Utils.scala x: 16 commits (90d) y: 2147 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ScalaUDF.scala x: 2 commits (90d) y: 1053 lines of code python/setup.py x: 9 commits (90d) y: 276 lines of code core/src/main/scala/org/apache/spark/ui/jobs/StagePage.scala x: 2 commits (90d) y: 462 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/SparkConnectPlanExecution.scala x: 4 commits (90d) y: 187 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SQLExecution.scala x: 4 commits (90d) y: 164 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryManager.scala x: 6 commits (90d) y: 89 lines of code connector/connect/common/src/main/protobuf/spark/connect/commands.proto x: 10 commits (90d) y: 341 lines of code python/pyspark/sql/connect/proto/commands_pb2.pyi x: 9 commits (90d) y: 1509 lines of code python/pyspark/sql/connect/streaming/query.py x: 1 commits (90d) y: 219 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/DeduplicateRelations.scala x: 4 commits (90d) y: 329 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/UDFRegistration.scala x: 2 commits (90d) y: 1078 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/UdfUtils.scala x: 3 commits (90d) y: 493 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/TypeCoercion.scala x: 4 commits (90d) y: 810 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/WindowInPandasExec.scala x: 4 commits (90d) y: 37 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/stringExpressions.scala x: 3 commits (90d) y: 2504 lines of code sql/core/src/main/scala/org/apache/spark/sql/functions.scala x: 32 commits (90d) y: 2003 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/artifact/SparkConnectArtifactManager.scala x: 12 commits (90d) y: 186 lines of code core/src/main/scala/org/apache/spark/internal/config/package.scala x: 5 commits (90d) y: 2224 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/ArtifactManager.scala x: 5 commits (90d) y: 252 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/ui/SparkConnectServerPage.scala x: 1 commits (90d) y: 442 lines of code core/src/main/scala/org/apache/spark/SparkContext.scala x: 13 commits (90d) y: 1860 lines of code common/utils/src/main/java/org/apache/spark/network/util/JavaUtils.java x: 1 commits (90d) y: 253 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/arrow/ArrowVectorReader.scala x: 3 commits (90d) y: 208 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/LiteralValueProtoConverter.scala x: 3 commits (90d) y: 313 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/SparkIntervalUtils.scala x: 2 commits (90d) y: 393 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/StringUtils.scala x: 5 commits (90d) y: 66 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/Cast.scala x: 2 commits (90d) y: 1828 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/ToStringBase.scala x: 2 commits (90d) y: 364 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/object.scala x: 7 commits (90d) y: 596 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/IntervalUtils.scala x: 3 commits (90d) y: 711 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/package.scala x: 4 commits (90d) y: 146 lines of code mllib/src/main/scala/org/apache/spark/mllib/evaluation/RankingMetrics.scala x: 1 commits (90d) y: 155 lines of code connector/avro/src/main/scala/org/apache/spark/sql/avro/AvroSerializer.scala x: 1 commits (90d) y: 304 lines of code connector/connect/common/src/main/scala/org/apache/spark/sql/connect/common/DataTypeProtoConverter.scala x: 1 commits (90d) y: 236 lines of code sql/api/src/main/scala/org/apache/spark/sql/Row.scala x: 2 commits (90d) y: 230 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/ScalaReflection.scala x: 2 commits (90d) y: 309 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/parser/DataTypeAstBuilder.scala x: 2 commits (90d) y: 142 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/SparkDateTimeUtils.scala x: 2 commits (90d) y: 347 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/util/TimestampFormatter.scala x: 1 commits (90d) y: 419 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/QueryParsingErrors.scala x: 2 commits (90d) y: 565 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/DataType.scala x: 2 commits (90d) y: 284 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/Decimal.scala x: 2 commits (90d) y: 473 lines of code sql/api/src/main/scala/org/apache/spark/sql/types/DecimalType.scala x: 2 commits (90d) y: 122 lines of code sql/api/src/main/scala/org/apache/spark/sql/util/ArrowUtils.scala x: 2 commits (90d) y: 171 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/csv/CSVOptions.scala x: 2 commits (90d) y: 267 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JSONOptions.scala x: 1 commits (90d) y: 188 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/DateTimeUtils.scala x: 3 commits (90d) y: 379 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowWriter.scala x: 3 commits (90d) y: 358 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/Columnar.scala x: 4 commits (90d) y: 373 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFilters.scala x: 1 commits (90d) y: 666 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetUtils.scala x: 1 commits (90d) y: 333 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetWriteSupport.scala x: 1 commits (90d) y: 323 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/parquet/ParquetScanBuilder.scala x: 1 commits (90d) y: 78 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/MapInBatchExec.scala x: 6 commits (90d) y: 51 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveInlineTables.scala x: 5 commits (90d) y: 80 lines of code core/src/main/scala/org/apache/spark/scheduler/cluster/CoarseGrainedSchedulerBackend.scala x: 1 commits (90d) y: 696 lines of code sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveShim.scala x: 3 commits (90d) y: 1468 lines of code dev/appveyor-install-dependencies.ps1 x: 7 commits (90d) y: 112 lines of code core/src/main/scala/org/apache/spark/api/python/PythonRDD.scala x: 2 commits (90d) y: 654 lines of code core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala x: 9 commits (90d) y: 556 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/UnsupportedOperationChecker.scala x: 3 commits (90d) y: 408 lines of code python/pyspark/sql/connect/dataframe.py x: 8 commits (90d) y: 1749 lines of code sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 5 commits (90d) y: 557 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SparkStrategies.scala x: 6 commits (90d) y: 685 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/MicroBatchExecution.scala x: 2 commits (90d) y: 554 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/objects/objects.scala x: 3 commits (90d) y: 1431 lines of code python/pyspark/ml/deepspeed/deepspeed_distributor.py x: 4 commits (90d) y: 87 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/DataStreamWriter.scala x: 6 commits (90d) y: 111 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/WindowInPandasEvaluatorFactory.scala x: 2 commits (90d) y: 245 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/basicLogicalOperators.scala x: 9 commits (90d) y: 1440 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/v2Commands.scala x: 4 commits (90d) y: 988 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/tables.scala x: 1 commits (90d) y: 953 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/views.scala x: 3 commits (90d) y: 453 lines of code core/src/main/scala/org/apache/spark/ui/UIUtils.scala x: 3 commits (90d) y: 584 lines of code python/pyspark/sql/connect/expressions.py x: 1 commits (90d) y: 835 lines of code python/pyspark/sql/connect/functions.py x: 30 commits (90d) y: 2070 lines of code python/pyspark/sql/connect/proto/expressions_pb2.pyi x: 1 commits (90d) y: 1268 lines of code python/pyspark/sql/streaming/readwriter.py x: 3 commits (90d) y: 540 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/DataSourceV2Strategy.scala x: 6 commits (90d) y: 502 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Column.scala x: 1 commits (90d) y: 273 lines of code core/src/main/resources/org/apache/spark/ui/static/stagepage.js x: 1 commits (90d) y: 1040 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/trees/TreeNode.scala x: 5 commits (90d) y: 824 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/StringUtils.scala x: 5 commits (90d) y: 88 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/basicPhysicalOperators.scala x: 1 commits (90d) y: 642 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/window/WindowEvaluatorFactory.scala x: 2 commits (90d) y: 97 lines of code project/plugins.sbt x: 4 commits (90d) y: 14 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteEventsManager.scala x: 2 commits (90d) y: 199 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/CheckAnalysis.scala x: 27 commits (90d) y: 1081 lines of code python/pyspark/sql/dataframe.py x: 6 commits (90d) y: 1405 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/HDFSBackedStateStoreProvider.scala x: 1 commits (90d) y: 553 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/V2SessionCatalog.scala x: 5 commits (90d) y: 323 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/RewriteRowLevelCommand.scala x: 3 commits (90d) y: 161 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/unresolved.scala x: 5 commits (90d) y: 382 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/dsl/package.scala x: 1 commits (90d) y: 376 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/types/DataTypeUtils.scala x: 7 commits (90d) y: 130 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/util/ResolveDefaultColumnsUtil.scala x: 5 commits (90d) y: 287 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala x: 3 commits (90d) y: 691 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningUtils.scala x: 1 commits (90d) y: 387 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/ui/AllExecutionsPage.scala x: 2 commits (90d) y: 495 lines of code core/src/main/scala/org/apache/spark/SparkEnv.scala x: 2 commits (90d) y: 402 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/PythonUDF.scala x: 6 commits (90d) y: 146 lines of code core/src/main/scala/org/apache/spark/scheduler/DAGScheduler.scala x: 4 commits (90d) y: 2008 lines of code python/pyspark/sql/connect/streaming/readwriter.py x: 3 commits (90d) y: 511 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/FunctionRegistry.scala x: 3 commits (90d) y: 856 lines of code dev/merge_spark_pr.py x: 5 commits (90d) y: 406 lines of code connector/connect/common/src/main/protobuf/spark/connect/relations.proto x: 8 commits (90d) y: 796 lines of code python/pyspark/sql/connect/proto/relations_pb2.pyi x: 7 commits (90d) y: 2915 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/jsonExpressions.scala x: 1 commits (90d) y: 716 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/SessionCatalog.scala x: 3 commits (90d) y: 1204 lines of code sql/core/src/main/scala/org/apache/spark/sql/DataFrameWriter.scala x: 4 commits (90d) y: 444 lines of code sql/core/src/main/scala/org/apache/spark/sql/DataFrameWriterV2.scala x: 3 commits (90d) y: 148 lines of code python/pyspark/rdd.py x: 4 commits (90d) y: 1514 lines of code python/pyspark/sql/_typing.pyi x: 3 commits (90d) y: 52 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/ExtractPythonUDFs.scala x: 3 commits (90d) y: 215 lines of code python/pyspark/sql/udf.py x: 6 commits (90d) y: 425 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/udaf.scala x: 1 commits (90d) y: 415 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/command/ddl.scala x: 5 commits (90d) y: 707 lines of code sql/core/src/main/scala/org/apache/spark/sql/internal/CatalogImpl.scala x: 7 commits (90d) y: 541 lines of code sql/core/src/main/scala/org/apache/spark/sql/streaming/DataStreamWriter.scala x: 6 commits (90d) y: 287 lines of code core/src/main/scala/org/apache/spark/storage/BlockManager.scala x: 2 commits (90d) y: 1519 lines of code core/src/main/scala/org/apache/spark/storage/ShuffleBlockFetcherIterator.scala x: 1 commits (90d) y: 1081 lines of code core/src/main/scala/org/apache/spark/storage/memory/MemoryStore.scala x: 1 commits (90d) y: 601 lines of code sql/hive/src/main/scala/org/apache/spark/sql/hive/client/HiveClientImpl.scala x: 1 commits (90d) y: 1003 lines of code core/src/main/resources/org/apache/spark/ui/static/executorspage.js x: 6 commits (90d) y: 701 lines of code python/pyspark/context.py x: 4 commits (90d) y: 747 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/collectionOperations.scala x: 1 commits (90d) y: 4395 lines of code core/src/main/scala/org/apache/spark/errors/SparkCoreErrors.scala x: 4 commits (90d) y: 412 lines of code python/pyspark/pandas/spark/functions.py x: 10 commits (90d) y: 128 lines of code common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/RemoteBlockPushResolver.java x: 1 commits (90d) y: 1586 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/trees/TreePatterns.scala x: 5 commits (90d) y: 126 lines of code R/pkg/pkgdown/_pkgdown_template.yml x: 1 commits (90d) y: 291 lines of code core/src/main/scala/org/apache/spark/status/AppStatusListener.scala x: 2 commits (90d) y: 1100 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/internal/CatalogImpl.scala x: 5 commits (90d) y: 303 lines of code core/src/main/scala/org/apache/spark/deploy/SparkSubmit.scala x: 3 commits (90d) y: 1133 lines of code sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveExternalCatalog.scala x: 2 commits (90d) y: 964 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectAddArtifactsHandler.scala x: 5 commits (90d) y: 179 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala x: 3 commits (90d) y: 1157 lines of code resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/Config.scala x: 1 commits (90d) y: 661 lines of code python/pyspark/ml/classification.py x: 1 commits (90d) y: 2099 lines of code python/pyspark/ml/clustering.py x: 1 commits (90d) y: 958 lines of code python/pyspark/ml/feature.py x: 1 commits (90d) y: 3363 lines of code python/pyspark/ml/regression.py x: 1 commits (90d) y: 1523 lines of code python/pyspark/ml/tuning.py x: 1 commits (90d) y: 1099 lines of code python/pyspark/mllib/linalg/__init__.py x: 1 commits (90d) y: 908 lines of code core/src/main/protobuf/org/apache/spark/status/protobuf/store_types.proto x: 1 commits (90d) y: 740 lines of code core/src/main/scala/org/apache/spark/status/LiveEntity.scala x: 1 commits (90d) y: 817 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/windowExpressions.scala x: 1 commits (90d) y: 797 lines of code python/pyspark/pandas/data_type_ops/num_ops.py x: 3 commits (90d) y: 429 lines of code python/pyspark/pandas/indexes/multi.py x: 1 commits (90d) y: 531 lines of code python/pyspark/pandas/indexing.py x: 1 commits (90d) y: 1202 lines of code python/pyspark/pandas/internal.py x: 3 commits (90d) y: 842 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/catalog/interface.scala x: 2 commits (90d) y: 618 lines of code python/pyspark/pandas/generic.py x: 2 commits (90d) y: 938 lines of code python/pyspark/pandas/strings.py x: 2 commits (90d) y: 315 lines of code common/unsafe/src/main/java/org/apache/spark/unsafe/types/UTF8String.java x: 2 commits (90d) y: 1093 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/SparkSqlParser.scala x: 4 commits (90d) y: 763 lines of code python/pyspark/sql/connect/client/artifact.py x: 6 commits (90d) y: 254 lines of code python/pyspark/sql/connect/catalog.py x: 4 commits (90d) y: 262 lines of code python/pyspark/sql/connect/proto/catalog_pb2.pyi x: 4 commits (90d) y: 910 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/datetimeExpressions.scala x: 1 commits (90d) y: 2799 lines of code core/src/main/scala/org/apache/spark/rdd/RDD.scala x: 1 commits (90d) y: 1072 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/mathExpressions.scala x: 1 commits (90d) y: 1507 lines of code sql/hive-thriftserver/src/main/java/org/apache/hive/service/cli/thrift/ThriftCLIService.java x: 1 commits (90d) y: 618 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/complexTypeCreator.scala x: 1 commits (90d) y: 574 lines of code core/src/main/scala/org/apache/spark/util/JsonProtocol.scala x: 1 commits (90d) y: 1350 lines of code
4424.0
lines of code
  min: 1.0
  average: 298.67
  25th percentile: 49.0
  median: 137.0
  75th percentile: 347.0
  max: 4424.0
0 54.0
commits (90d)
min: 1.0 | average: 2.61 | 25th percentile: 1.0 | median: 1.0 | 75th percentile: 3.0 | max: 54.0

File Size vs. Contributors (90 days): 931 points

connector/connect/server/src/main/scala/org/apache/spark/sql/connect/config/Connect.scala x: 6 contributors (90d) y: 157 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/CachedStreamResponse.scala x: 1 contributors (90d) y: 8 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteGrpcResponseSender.scala x: 1 contributors (90d) y: 191 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteResponseObserver.scala x: 1 contributors (90d) y: 205 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/execution/ExecuteThreadRunner.scala x: 4 contributors (90d) y: 149 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/ExecuteHolder.scala x: 5 contributors (90d) y: 109 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectExecutePlanHandler.scala x: 2 contributors (90d) y: 18 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectReattachExecuteHandler.scala x: 1 contributors (90d) y: 33 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/functions.scala x: 6 contributors (90d) y: 1323 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/Dataset.scala x: 8 contributors (90d) y: 947 lines of code sql/api/src/main/scala/org/apache/spark/sql/streaming/GroupState.scala x: 1 contributors (90d) y: 44 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/internal/SQLConf.scala x: 16 contributors (90d) y: 4424 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala x: 2 contributors (90d) y: 528 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/Analyzer.scala x: 18 contributors (90d) y: 2820 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveLateralColumnAliasReference.scala x: 1 contributors (90d) y: 138 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/arrow/ArrowConverters.scala x: 3 contributors (90d) y: 341 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala x: 11 contributors (90d) y: 3431 lines of code python/pyspark/pandas/base.py x: 1 contributors (90d) y: 607 lines of code python/pyspark/errors/error_classes.py x: 7 contributors (90d) y: 3 lines of code python/pyspark/worker.py x: 5 contributors (90d) y: 777 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/planner/SparkConnectPlanner.scala x: 19 contributors (90d) y: 2873 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/physical/partitioning.scala x: 2 contributors (90d) y: 378 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/v2/BatchScanExec.scala x: 2 contributors (90d) y: 187 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/SparkSession.scala x: 8 contributors (90d) y: 363 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/streaming/state/RocksDB.scala x: 4 contributors (90d) y: 643 lines of code python/pyspark/ml/connect/io_utils.py x: 2 contributors (90d) y: 195 lines of code python/pyspark/ml/connect/tuning.py x: 2 contributors (90d) y: 328 lines of code python/pyspark/ml/torch/distributor.py x: 3 contributors (90d) y: 624 lines of code python/pyspark/ml/util.py x: 2 contributors (90d) y: 388 lines of code python/pyspark/pandas/utils.py x: 2 contributors (90d) y: 629 lines of code python/pyspark/sql/connect/session.py x: 10 contributors (90d) y: 620 lines of code python/pyspark/sql/connect/udf.py x: 2 contributors (90d) y: 212 lines of code python/pyspark/sql/connect/udtf.py x: 3 contributors (90d) y: 147 lines of code python/pyspark/sql/session.py x: 5 contributors (90d) y: 763 lines of code python/pyspark/sql/utils.py x: 4 contributors (90d) y: 176 lines of code sql/core/src/main/scala/org/apache/spark/sql/Dataset.scala x: 8 contributors (90d) y: 1462 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/JoinCodegenSupport.scala x: 1 contributors (90d) y: 62 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcExceptionConverter.scala x: 2 contributors (90d) y: 69 lines of code dev/sparktestsupport/modules.py x: 10 contributors (90d) y: 1015 lines of code python/pyspark/pandas/__init__.py x: 1 contributors (90d) y: 112 lines of code python/pyspark/pandas/indexes/base.py x: 1 contributors (90d) y: 1008 lines of code python/pyspark/pandas/indexes/datetimes.py x: 1 contributors (90d) y: 266 lines of code python/pyspark/pandas/series.py x: 1 contributors (90d) y: 2180 lines of code python/pyspark/pandas/spark/accessors.py x: 1 contributors (90d) y: 242 lines of code python/pyspark/pandas/usage_logging/__init__.py x: 1 contributors (90d) y: 100 lines of code python/pyspark/sql/pandas/serializers.py x: 5 contributors (90d) y: 546 lines of code python/pyspark/sql/pandas/types.py x: 3 contributors (90d) y: 599 lines of code core/src/main/scala/org/apache/spark/serializer/KryoSerializer.scala x: 3 contributors (90d) y: 569 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/json/JacksonParser.scala x: 3 contributors (90d) y: 423 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryExecutionErrors.scala x: 18 contributors (90d) y: 2370 lines of code sql/api/src/main/scala/org/apache/spark/sql/errors/DataTypeErrors.scala x: 3 contributors (90d) y: 238 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryErrorsBase.scala x: 3 contributors (90d) y: 29 lines of code python/pyspark/testing/pandasutils.py x: 1 contributors (90d) y: 440 lines of code project/SparkBuild.scala x: 10 contributors (90d) y: 1369 lines of code sql/api/src/main/scala/org/apache/spark/sql/catalyst/JavaTypeInference.scala x: 2 contributors (90d) y: 102 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/expressions.scala x: 2 contributors (90d) y: 755 lines of code core/src/main/scala/org/apache/spark/SparkConf.scala x: 1 contributors (90d) y: 463 lines of code core/src/main/scala/org/apache/spark/api/python/StreamingPythonRunner.scala x: 3 contributors (90d) y: 66 lines of code python/pyspark/sql/udtf.py x: 3 contributors (90d) y: 279 lines of code python/pyspark/cloudpickle/cloudpickle_fast.py x: 2 contributors (90d) y: 452 lines of code python/pyspark/sql/connect/plan.py x: 7 contributors (90d) y: 1734 lines of code python/pyspark/sql/connect/client/core.py x: 8 contributors (90d) y: 1150 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/GrpcRetryHandler.scala x: 2 contributors (90d) y: 114 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkConnectClient.scala x: 6 contributors (90d) y: 435 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/connect/client/SparkResult.scala x: 5 contributors (90d) y: 225 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/DataSourceScanExec.scala x: 4 contributors (90d) y: 541 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/PartitioningAwareFileIndex.scala x: 1 contributors (90d) y: 157 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/python/UserDefinedPythonFunction.scala x: 3 contributors (90d) y: 192 lines of code sql/core/src/main/scala/org/apache/spark/sql/execution/joins/SortMergeJoinExec.scala x: 2 contributors (90d) y: 1142 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/optimizer/Optimizer.scala x: 7 contributors (90d) y: 1590 lines of code python/pyspark/pandas/groupby.py x: 1 contributors (90d) y: 1638 lines of code python/pyspark/pandas/namespace.py x: 1 contributors (90d) y: 1460 lines of code connector/connect/client/jvm/src/main/scala/org/apache/spark/sql/streaming/StreamingQueryListener.scala x: 3 contributors (90d) y: 73 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SessionHolder.scala x: 8 contributors (90d) y: 139 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/analysis/ResolveReferencesInUpdate.scala x: 2 contributors (90d) y: 40 lines of code connector/connect/common/src/main/protobuf/spark/connect/base.proto x: 2 contributors (90d) y: 662 lines of code python/pyspark/sql/connect/proto/base_pb2.pyi x: 2 contributors (90d) y: 2137 lines of code python/pyspark/testing/utils.py x: 1 contributors (90d) y: 367 lines of code core/src/main/scala/org/apache/spark/MapOutputTracker.scala x: 3 contributors (90d) y: 1104 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/plans/logical/FunctionBuilderBase.scala x: 1 contributors (90d) y: 79 lines of code sql/catalyst/src/main/scala/org/apache/spark/sql/errors/QueryCompilationErrors.scala x: 19 contributors (90d) y: 3219 lines of code python/pyspark/sql/types.py x: 2 contributors (90d) y: 1478 lines of code python/pyspark/testing/connectutils.py x: 2 contributors (90d) y: 135 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectService.scala x: 9 contributors (90d) y: 283 lines of code connector/connect/server/src/main/scala/org/apache/spark/sql/connect/service/SparkConnectStreamingQueryCache.scala x: 3 contributors (90d) y: 133 lines of code sql/api/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBaseLexer.g4 x: 2 contributors (90d) y: 514 lines of code 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