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Merged
merged 26 commits into from
Jun 7, 2025
Merged

feat: CSV Reader Configs #466

merged 26 commits into from
Jun 7, 2025
+693 −121

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shehabgamin
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github-actions bot commented May 21, 2025 •
edited
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Spark Test Report

Commit Information

Commit Revision Branch
After c164f4b refs/pull/466/merge
Before 25ca355 refs/heads/main

Test Summary

Suite Commit Failed Passed Skipped Warnings Time (s)
doctest-catalog After 13 12 3 6.20
Before 13 12 3 5.62
doctest-column After 33 3 6.14
Before 33 3 6.15
doctest-dataframe After 28 78 1 4 9.11
Before 28 78 1 4 9.13
doctest-functions After 139 263 7 8 15.78
Before 139 263 7 8 15.20
test-connect After 219 817 135 283 144.23
Before 219 817 135 283 144.24

Test Details

Error Counts 
          399 Total
(-1)      208 Total Unique
-------- ---- ----------------------------------------------------------------------------------------------------------
           24 DocTestFailure
           15 UnsupportedOperationException: streaming query manager command
           14 UnsupportedOperationException: lambda function
           13 AssertionError: AnalysisException not raised
(+3)       10 UnsupportedOperationException: unsupported data source format: "text"
           10 handle add artifacts
            9 PySparkAssertionError: [DIFFERENT_PANDAS_DATAFRAME] DataFrames are not almost equal:
            8 AssertionError: False is not true
            8 UnsupportedOperationException: hint
            6 UnsupportedOperationException: function: window
            6 UnsupportedOperationException: write stream operation start
            5 AnalysisException: Cannot cast to Decimal128(14, 7). Overflowing on NaN
            5 UnsupportedOperationException: function: monotonically_increasing_id
            5 UnsupportedOperationException: sample
            4 AssertionError: "TABLE_OR_VIEW_NOT_FOUND" does not match "No table named 'v'"
            4 PySparkNotImplementedError: [NOT_IMPLEMENTED] rdd() is not implemented.
(+4)        4 UnsupportedOperationException: JSON data source read options are not supported yet
            4 UnsupportedOperationException: sample by
            4 UnsupportedOperationException: unknown aggregate function: hll_sketch_agg
            4 UnsupportedOperationException: unpivot
            3 AnalysisException: Unable to find factory for TEXT
            3 IllegalArgumentException: invalid argument: empty data source paths
            3 UnsupportedOperationException: PlanNode::CacheTable
            3 UnsupportedOperationException: function: input_file_name
            3 UnsupportedOperationException: function: ~
            3 UnsupportedOperationException: handle analyze input files
            3 ValueError: Converting to Python dictionary is not supported when duplicate field names are present
            2 AnalysisException: Could not find config namespace "spark"
            2 AnalysisException: map requires all value types to be the same
            2 AnalysisException: two values expected: [Column(Column { relation: None, name: "#2" }), Column(Colum...
            2 AssertionError
            2 AssertionError: AnalysisException not raised by <lambda>
            2 AssertionError: Lists differ: [Row([22 chars](key=1, value='1'), Row(key=10, value='10'), R[2402 cha...
            2 IllegalArgumentException: expected value at line 1 column 1
            2 IllegalArgumentException: invalid argument: found FUNCTION at 5:13 expected 'DATABASE', 'SCHEMA', 'T...
            2 PythonException:  ZeroDivisionError: division by zero
            2 SparkRuntimeException: start_from index out of bounds
            2 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
            2 UnsupportedOperationException: approx quantile
            2 UnsupportedOperationException: collect metrics
            2 UnsupportedOperationException: freq items
            2 UnsupportedOperationException: function: bitmap_bit_position
            2 UnsupportedOperationException: function: crc32
            2 UnsupportedOperationException: function: format_number
            2 UnsupportedOperationException: function: from_csv
            2 UnsupportedOperationException: function: from_json
            2 UnsupportedOperationException: function: inline
            2 UnsupportedOperationException: function: map_entries
            2 UnsupportedOperationException: function: sec
            2 UnsupportedOperationException: function: shiftrightunsigned
            2 UnsupportedOperationException: handle analyze is local
            2 UnsupportedOperationException: handle analyze same semantics
            2 UnsupportedOperationException: list functions
            2 UnsupportedOperationException: pivot
            2 UnsupportedOperationException: position with 3 arguments is not supported yet
            2 UnsupportedOperationException: rebalance partitioning by expression
            2 UnsupportedOperationException: unknown aggregate function: collect_set
            2 UnsupportedOperationException: unresolved regex
            2 UnsupportedOperationException: unsupported data source format: "orc"
            2 UnsupportedOperationException: user defined data type should only exist in a field
            2 handle artifact statuses
            2 received metadata size exceeds hard limit (19714 vs. 16384);  :status:42B content-type:60B grpc-stat...
            1 AnalysisException: Cannot cast string 'abc' to value of Float64 type
            1 AnalysisException: Cannot cast value 'abc' to value of Boolean type
            1 AnalysisException: Cannot infer common argument type for comparison operation Boolean = Float64
            1 AnalysisException: Error parsing timestamp from '2023-01-01' using format '%d-%m-%Y': input contains...
            1 AnalysisException: Failed to coerce arguments to satisfy a call to 'nth_value' function: coercion fr...
            1 AnalysisException: Failed to parse placeholder id: cannot parse integer from empty string
            1 AnalysisException: Inconsistent data type across values list at row 1 column 1. Was Map(Field { name...
            1 AnalysisException: Table 'tbl1' already exists
(+1)        1 AnalysisException: UNION queries have different number of columns: left has 3 columns whereas right ...
            1 AnalysisException: view not found: tab2
            1 AssertionError: "2000000" does not match "raise_error expects a single UTF-8 string argument"
(+1)        1 AssertionError: "Database 'memory:25ce2cb1-e64f-498f-9eb8-716baaef5720' dropped." does not match "in...
(+1)        1 AssertionError: "Database 'memory:6c60264d-f30b-4787-ad82-fe989297e70d' dropped." does not match "in...
            1 AssertionError: "TABLE_OR_VIEW_NOT_FOUND" does not match "The table test_table already exists"
            1 AssertionError: "attribute.*missing" does not match "cannot resolve attribute: ObjectName([Identifie...
            1 AssertionError: "foobar" does not match "raise_error expects a single UTF-8 string argument"
            1 AssertionError: '+---[17 chars]-----+\n|                        x|\n+--------[132 chars]-+\n' != '+-...
            1 AssertionError: ArrayIndexOutOfBoundsException not raised
            1 AssertionError: Exception not raised
(+1)        1 AssertionError: Exception not raised by <lambda>
(+1)        1 AssertionError: Lists differ: [Row([14 chars] _c1=25, _c2='I am Hyukjin\n\nI love Spark!'),[86 chars...
            1 AssertionError: Lists differ: [Row(id=90, name='90'), Row(id=91, name='91'), Ro[176 chars]99')] != [...
            1 AssertionError: Lists differ: [Row(key='0'), Row(key='1'), Row(key='10'), Row(ke[1435 chars]99')] !=...
            1 AssertionError: Lists differ: [Row(ln(id)=0.0, ln(id)=0.0, struct(id, name)=Row(id=[1232 chars]0'))]...
            1 AssertionError: Row(point='[1.0, 2.0]', pypoint='[3.0, 4.0]') != Row(point='(1.0, 2.0)', pypoint='[3...
            1 AssertionError: StorageLevel(False, True, True, False, 1) != StorageLevel(False, False, False, False...
            1 AssertionError: Struc[30 chars]estampType(), True), StructField('val', IntegerType(), True)]) != Str...
            1 AssertionError: Struc[32 chars]e(), False), StructField('b', DoubleType(), Fa[158 chars]ue)]) != Str...
            1 AssertionError: Struc[40 chars]ue), StructField('val', ArrayType(DoubleType(), False), True)]) != St...
            1 AssertionError: Struc[64 chars]Type(), True), StructField('i', StringType(), True)]), False)]) != St...
            1 AssertionError: Struc[69 chars]e(), True), StructField('name', StringType(), True)]), True)]) != Str...
            1 AssertionError: YearMonthIntervalType(0, 1) != YearMonthIntervalType(0, 0)
            1 AssertionError: [1.0, 2.0] != ExamplePoint(1.0,2.0)
            1 AttributeError: 'DataFrame' object has no attribute '_ipython_key_completions_'
            1 AttributeError: 'DataFrame' object has no attribute '_joinAsOf'
(+1)        1 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpdwdcgv6j'
            1 IllegalArgumentException: 83140 is too large to store in a Decimal128 of precision 4. Max is 9999
            1 IllegalArgumentException: column types must match schema types, expected Int64 but found List(Field ...
            1 IllegalArgumentException: column types must match schema types, expected LargeUtf8 but found Utf8 at...
            1 IllegalArgumentException: invalid argument: found FUNCTION at 7:15 expected 'DATABASE', 'SCHEMA', 'O...
            1 IllegalArgumentException: invalid argument: invalid digit found in string
            1 ParseException: Error parsing timestamp from '1997/02/28 10:30:00': error parsing date
(+1)        1 ParseException: Error while parsing value 'id' as type 'Int32' for column 0 at line 0. Row data: '[i...
            1 PySparkNotImplementedError: [NOT_IMPLEMENTED] foreach() is not implemented.
            1 PySparkNotImplementedError: [NOT_IMPLEMENTED] foreachPartition() is not implemented.
            1 PySparkNotImplementedError: [NOT_IMPLEMENTED] localCheckpoint() is not implemented.
            1 PySparkNotImplementedError: [NOT_IMPLEMENTED] sparkContext() is not implemented.
            1 PySparkNotImplementedError: [NOT_IMPLEMENTED] toJSON() is not implemented.
            1 PythonException:  AttributeError: 'NoneType' object has no attribute 'partitionId'
            1 PythonException:  AttributeError: 'list' object has no attribute 'x'
            1 PythonException:  AttributeError: 'list' object has no attribute 'y'
            1 SparkRuntimeException: Failed due to a difference in schemas: original schema: DFSchema { inner: Sch...
            1 UnknownTimeZoneError: 'PST'
            1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
            1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
            1 UnsupportedOperationException: COUNT DISTINCT with multiple arguments
            1 UnsupportedOperationException: Insert into not implemented for this table
            1 UnsupportedOperationException: PlanNode::ClearCache
            1 UnsupportedOperationException: PlanNode::IsCached
            1 UnsupportedOperationException: SHOW FUNCTIONS
            1 UnsupportedOperationException: bucketing
            1 UnsupportedOperationException: data writer option: ignoreleadingwhitespace
            1 UnsupportedOperationException: deduplicate within watermark
            1 UnsupportedOperationException: function exists
            1 UnsupportedOperationException: function: array_insert
            1 UnsupportedOperationException: function: array_sort
            1 UnsupportedOperationException: function: arrays_zip
            1 UnsupportedOperationException: function: bit_count
            1 UnsupportedOperationException: function: bit_get
            1 UnsupportedOperationException: function: bitmap_bucket_number
            1 UnsupportedOperationException: function: bitmap_count
            1 UnsupportedOperationException: function: bround
            1 UnsupportedOperationException: function: conv
            1 UnsupportedOperationException: function: convert_timezone
            1 UnsupportedOperationException: function: csc
            1 UnsupportedOperationException: function: elt
            1 UnsupportedOperationException: function: format_string
            1 UnsupportedOperationException: function: getbit
            1 UnsupportedOperationException: function: inline_outer
            1 UnsupportedOperationException: function: java_method
            1 UnsupportedOperationException: function: json_object_keys
            1 UnsupportedOperationException: function: json_tuple
            1 UnsupportedOperationException: function: make_dt_interval
            1 UnsupportedOperationException: function: make_interval
            1 UnsupportedOperationException: function: make_timestamp_ltz
            1 UnsupportedOperationException: function: map_concat
            1 UnsupportedOperationException: function: map_from_entries
            1 UnsupportedOperationException: function: months_between
            1 UnsupportedOperationException: function: parse_url
            1 UnsupportedOperationException: function: printf
            1 UnsupportedOperationException: function: reflect
            1 UnsupportedOperationException: function: regexp_extract
            1 UnsupportedOperationException: function: regexp_extract_all
            1 UnsupportedOperationException: function: regexp_instr
            1 UnsupportedOperationException: function: regexp_substr
            1 UnsupportedOperationException: function: schema_of_csv
            1 UnsupportedOperationException: function: schema_of_json
            1 UnsupportedOperationException: function: sentences
            1 UnsupportedOperationException: function: session_window
            1 UnsupportedOperationException: function: sha
            1 UnsupportedOperationException: function: sha1
            1 UnsupportedOperationException: function: soundex
            1 UnsupportedOperationException: function: spark_partition_id
            1 UnsupportedOperationException: function: split
            1 UnsupportedOperationException: function: stack
            1 UnsupportedOperationException: function: str_to_map
            1 UnsupportedOperationException: function: to_char
            1 UnsupportedOperationException: function: to_csv
            1 UnsupportedOperationException: function: to_json
            1 UnsupportedOperationException: function: to_number
            1 UnsupportedOperationException: function: to_unix_timestamp
            1 UnsupportedOperationException: function: to_utc_timestamp
            1 UnsupportedOperationException: function: to_varchar
            1 UnsupportedOperationException: function: try_add
            1 UnsupportedOperationException: function: try_divide
            1 UnsupportedOperationException: function: try_multiply
            1 UnsupportedOperationException: function: try_subtract
            1 UnsupportedOperationException: function: try_to_number
            1 UnsupportedOperationException: function: url_decode
            1 UnsupportedOperationException: function: url_encode
            1 UnsupportedOperationException: function: width_bucket
            1 UnsupportedOperationException: function: xpath
            1 UnsupportedOperationException: function: xpath_boolean
            1 UnsupportedOperationException: function: xpath_double
            1 UnsupportedOperationException: function: xpath_float
            1 UnsupportedOperationException: function: xpath_int
            1 UnsupportedOperationException: function: xpath_long
            1 UnsupportedOperationException: function: xpath_number
            1 UnsupportedOperationException: function: xpath_short
            1 UnsupportedOperationException: function: xpath_string
            1 UnsupportedOperationException: handle analyze semantic hash
            1 UnsupportedOperationException: make_timestamp with timezone is not yet implemented
            1 UnsupportedOperationException: partitioning columns
            1 UnsupportedOperationException: unknown aggregate function: bitmap_or_agg
            1 UnsupportedOperationException: unknown aggregate function: count_if
            1 UnsupportedOperationException: unknown aggregate function: count_min_sketch
            1 UnsupportedOperationException: unknown aggregate function: grouping_id
            1 UnsupportedOperationException: unknown aggregate function: histogram_numeric
            1 UnsupportedOperationException: unknown aggregate function: percentile
            1 UnsupportedOperationException: unknown aggregate function: try_avg
            1 UnsupportedOperationException: unknown aggregate function: try_sum
            1 UnsupportedOperationException: unknown function: distributed_sequence_id
            1 UnsupportedOperationException: unknown function: product
            1 ValueError: Code in Status proto (StatusCode.INTERNAL) doesn't match status code (StatusCode.RESOURC...
            1 ValueError: The column label 'id' is not unique.
            1 ValueError: The column label 'struct' is not unique.
(-1)        0 AnalysisException: UNION queries have different number of columns: left has 2 columns whereas right ...
(-1)        0 AssertionError: "CSV header does not conform to the schema" does not match "data reader option: enfo...
(-1)        0 AssertionError: "Database 'memory:2ad08f20-00a3-4610-b999-db9bb56dbc51' dropped." does not match "in...
(-1)        0 AssertionError: "Database 'memory:ee9ddc31-867a-4aea-a107-75daf61bb876' dropped." does not match "in...
(-1)        0 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpbqgw9dzr'
(-1)        0 UnsupportedOperationException: CSV writer line seperator
(-4)        0 UnsupportedOperationException: data reader option: linesep
(-3)        0 UnsupportedOperationException: data reader option: multiline
(-1)        0 UnsupportedOperationException: data reader option: primitivesasstring
Passed Tests Diff

(empty)

Failed Tests 
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.cacheTable
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.clearCache
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.createTable
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.functionExists
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.getDatabase
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.getFunction
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.isCached
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.listDatabases
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.listFunctions
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.recoverPartitions
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.refreshByPath
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.refreshTable
pyspark/sql/catalog.py::pyspark.sql.catalog.Catalog.uncacheTable
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame._ipython_key_completions_
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame._joinAsOf
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.checkpoint
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.coalesce
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.colRegex
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.dropDuplicatesWithinWatermark
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.explain
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.foreach
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.foreachPartition
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.hint
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.inputFiles
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.isLocal
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.isStreaming
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.localCheckpoint
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.observe
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.randomSplit
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.rdd
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.repartition
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.repartitionByRange
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.sameSemantics
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.sample
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.sampleBy
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.storageLevel
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.toJSON
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.unpivot
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.withWatermark
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.writeStream
pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrameStatFunctions.sampleBy
pyspark/sql/functions.py::pyspark.sql.functions.aggregate
pyspark/sql/functions.py::pyspark.sql.functions.approx_percentile
pyspark/sql/functions.py::pyspark.sql.functions.array_insert
pyspark/sql/functions.py::pyspark.sql.functions.array_position
pyspark/sql/functions.py::pyspark.sql.functions.array_sort
pyspark/sql/functions.py::pyspark.sql.functions.array_union
pyspark/sql/functions.py::pyspark.sql.functions.arrays_zip
pyspark/sql/functions.py::pyspark.sql.functions.bit_count
pyspark/sql/functions.py::pyspark.sql.functions.bit_get
pyspark/sql/functions.py::pyspark.sql.functions.bitmap_bit_position
pyspark/sql/functions.py::pyspark.sql.functions.bitmap_bucket_number
pyspark/sql/functions.py::pyspark.sql.functions.bitmap_construct_agg
pyspark/sql/functions.py::pyspark.sql.functions.bitmap_count
pyspark/sql/functions.py::pyspark.sql.functions.bitmap_or_agg
pyspark/sql/functions.py::pyspark.sql.functions.bitwise_not
pyspark/sql/functions.py::pyspark.sql.functions.broadcast
pyspark/sql/functions.py::pyspark.sql.functions.bround
pyspark/sql/functions.py::pyspark.sql.functions.collect_set
pyspark/sql/functions.py::pyspark.sql.functions.concat
pyspark/sql/functions.py::pyspark.sql.functions.conv
pyspark/sql/functions.py::pyspark.sql.functions.convert_timezone
pyspark/sql/functions.py::pyspark.sql.functions.count_distinct
pyspark/sql/functions.py::pyspark.sql.functions.count_if
pyspark/sql/functions.py::pyspark.sql.functions.count_min_sketch
pyspark/sql/functions.py::pyspark.sql.functions.crc32
pyspark/sql/functions.py::pyspark.sql.functions.csc
pyspark/sql/functions.py::pyspark.sql.functions.date_part
pyspark/sql/functions.py::pyspark.sql.functions.datepart
pyspark/sql/functions.py::pyspark.sql.functions.elt
pyspark/sql/functions.py::pyspark.sql.functions.exists
pyspark/sql/functions.py::pyspark.sql.functions.extract
pyspark/sql/functions.py::pyspark.sql.functions.filter
pyspark/sql/functions.py::pyspark.sql.functions.first
pyspark/sql/functions.py::pyspark.sql.functions.flatten
pyspark/sql/functions.py::pyspark.sql.functions.forall
pyspark/sql/functions.py::pyspark.sql.functions.format_number
pyspark/sql/functions.py::pyspark.sql.functions.format_string
pyspark/sql/functions.py::pyspark.sql.functions.from_csv
pyspark/sql/functions.py::pyspark.sql.functions.from_json
pyspark/sql/functions.py::pyspark.sql.functions.from_utc_timestamp
pyspark/sql/functions.py::pyspark.sql.functions.getbit
pyspark/sql/functions.py::pyspark.sql.functions.grouping_id
pyspark/sql/functions.py::pyspark.sql.functions.histogram_numeric
pyspark/sql/functions.py::pyspark.sql.functions.hll_sketch_agg
pyspark/sql/functions.py::pyspark.sql.functions.hll_sketch_estimate
pyspark/sql/functions.py::pyspark.sql.functions.hll_union
pyspark/sql/functions.py::pyspark.sql.functions.hll_union_agg
pyspark/sql/functions.py::pyspark.sql.functions.ilike
pyspark/sql/functions.py::pyspark.sql.functions.inline
pyspark/sql/functions.py::pyspark.sql.functions.inline_outer
pyspark/sql/functions.py::pyspark.sql.functions.input_file_block_length
pyspark/sql/functions.py::pyspark.sql.functions.input_file_block_start
pyspark/sql/functions.py::pyspark.sql.functions.input_file_name
pyspark/sql/functions.py::pyspark.sql.functions.java_method
pyspark/sql/functions.py::pyspark.sql.functions.json_object_keys
pyspark/sql/functions.py::pyspark.sql.functions.json_tuple
pyspark/sql/functions.py::pyspark.sql.functions.kurtosis
pyspark/sql/functions.py::pyspark.sql.functions.last
pyspark/sql/functions.py::pyspark.sql.functions.like
pyspark/sql/functions.py::pyspark.sql.functions.locate
pyspark/sql/functions.py::pyspark.sql.functions.make_dt_interval
pyspark/sql/functions.py::pyspark.sql.functions.make_interval
pyspark/sql/functions.py::pyspark.sql.functions.make_timestamp
pyspark/sql/functions.py::pyspark.sql.functions.make_timestamp_ltz
pyspark/sql/functions.py::pyspark.sql.functions.map_concat
pyspark/sql/functions.py::pyspark.sql.functions.map_entries
pyspark/sql/functions.py::pyspark.sql.functions.map_filter
pyspark/sql/functions.py::pyspark.sql.functions.map_from_entries
pyspark/sql/functions.py::pyspark.sql.functions.map_zip_with
pyspark/sql/functions.py::pyspark.sql.functions.median
pyspark/sql/functions.py::pyspark.sql.functions.mode
pyspark/sql/functions.py::pyspark.sql.functions.monotonically_increasing_id
pyspark/sql/functions.py::pyspark.sql.functions.months_between
pyspark/sql/functions.py::pyspark.sql.functions.parse_url
pyspark/sql/functions.py::pyspark.sql.functions.percentile
pyspark/sql/functions.py::pyspark.sql.functions.percentile_approx
pyspark/sql/functions.py::pyspark.sql.functions.position
pyspark/sql/functions.py::pyspark.sql.functions.printf
pyspark/sql/functions.py::pyspark.sql.functions.product
pyspark/sql/functions.py::pyspark.sql.functions.rand
pyspark/sql/functions.py::pyspark.sql.functions.randn
pyspark/sql/functions.py::pyspark.sql.functions.reduce
pyspark/sql/functions.py::pyspark.sql.functions.reflect
pyspark/sql/functions.py::pyspark.sql.functions.regexp_extract
pyspark/sql/functions.py::pyspark.sql.functions.regexp_extract_all
pyspark/sql/functions.py::pyspark.sql.functions.regexp_instr
pyspark/sql/functions.py::pyspark.sql.functions.regexp_substr
pyspark/sql/functions.py::pyspark.sql.functions.regr_avgy
pyspark/sql/functions.py::pyspark.sql.functions.regr_intercept
pyspark/sql/functions.py::pyspark.sql.functions.regr_r2
pyspark/sql/functions.py::pyspark.sql.functions.regr_slope
pyspark/sql/functions.py::pyspark.sql.functions.regr_sxy
pyspark/sql/functions.py::pyspark.sql.functions.regr_syy
pyspark/sql/functions.py::pyspark.sql.functions.schema_of_csv
pyspark/sql/functions.py::pyspark.sql.functions.schema_of_json
pyspark/sql/functions.py::pyspark.sql.functions.sec
pyspark/sql/functions.py::pyspark.sql.functions.sentences
pyspark/sql/functions.py::pyspark.sql.functions.session_window
pyspark/sql/functions.py::pyspark.sql.functions.sha
pyspark/sql/functions.py::pyspark.sql.functions.sha1
pyspark/sql/functions.py::pyspark.sql.functions.shiftrightunsigned
pyspark/sql/functions.py::pyspark.sql.functions.skewness
pyspark/sql/functions.py::pyspark.sql.functions.soundex
pyspark/sql/functions.py::pyspark.sql.functions.spark_partition_id
pyspark/sql/functions.py::pyspark.sql.functions.split
pyspark/sql/functions.py::pyspark.sql.functions.stack
pyspark/sql/functions.py::pyspark.sql.functions.str_to_map
pyspark/sql/functions.py::pyspark.sql.functions.to_char
pyspark/sql/functions.py::pyspark.sql.functions.to_csv
pyspark/sql/functions.py::pyspark.sql.functions.to_json
pyspark/sql/functions.py::pyspark.sql.functions.to_number
pyspark/sql/functions.py::pyspark.sql.functions.to_unix_timestamp
pyspark/sql/functions.py::pyspark.sql.functions.to_utc_timestamp
pyspark/sql/functions.py::pyspark.sql.functions.to_varchar
pyspark/sql/functions.py::pyspark.sql.functions.transform
pyspark/sql/functions.py::pyspark.sql.functions.transform_keys
pyspark/sql/functions.py::pyspark.sql.functions.transform_values
pyspark/sql/functions.py::pyspark.sql.functions.try_add
pyspark/sql/functions.py::pyspark.sql.functions.try_avg
pyspark/sql/functions.py::pyspark.sql.functions.try_divide
pyspark/sql/functions.py::pyspark.sql.functions.try_multiply
pyspark/sql/functions.py::pyspark.sql.functions.try_subtract
pyspark/sql/functions.py::pyspark.sql.functions.try_sum
pyspark/sql/functions.py::pyspark.sql.functions.try_to_number
pyspark/sql/functions.py::pyspark.sql.functions.url_decode
pyspark/sql/functions.py::pyspark.sql.functions.url_encode
pyspark/sql/functions.py::pyspark.sql.functions.width_bucket
pyspark/sql/functions.py::pyspark.sql.functions.window
pyspark/sql/functions.py::pyspark.sql.functions.window_time
pyspark/sql/functions.py::pyspark.sql.functions.xpath
pyspark/sql/functions.py::pyspark.sql.functions.xpath_boolean
pyspark/sql/functions.py::pyspark.sql.functions.xpath_double
pyspark/sql/functions.py::pyspark.sql.functions.xpath_float
pyspark/sql/functions.py::pyspark.sql.functions.xpath_int
pyspark/sql/functions.py::pyspark.sql.functions.xpath_long
pyspark/sql/functions.py::pyspark.sql.functions.xpath_number
pyspark/sql/functions.py::pyspark.sql.functions.xpath_short
pyspark/sql/functions.py::pyspark.sql.functions.xpath_string
pyspark/sql/functions.py::pyspark.sql.functions.zip_with
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_add_archive
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_add_file
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_add_pyfile
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_add_zipped_package
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_basic_requests
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_cache_artifact
pyspark/sql/tests/connect/client/test_artifact.py::ArtifactTests::test_copy_from_local_to_fs
pyspark/sql/tests/connect/client/test_artifact.py::LocalClusterArtifactTests::test_add_archive
pyspark/sql/tests/connect/client/test_artifact.py::LocalClusterArtifactTests::test_add_file
pyspark/sql/tests/connect/client/test_artifact.py::LocalClusterArtifactTests::test_add_pyfile
pyspark/sql/tests/connect/client/test_artifact.py::LocalClusterArtifactTests::test_add_zipped_package
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_with_basic_open_process_close
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_with_invalid_writers
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_with_open_returning_false
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_with_process_throwing_error
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_with_simple_function
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_without_close_method
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_without_open_and_close_methods
pyspark/sql/tests/connect/streaming/test_parity_foreach.py::StreamingForeachParityTests::test_streaming_foreach_without_open_method
pyspark/sql/tests/connect/streaming/test_parity_foreach_batch.py::StreamingForeachBatchParityTests::test_streaming_foreach_batch
pyspark/sql/tests/connect/streaming/test_parity_foreach_batch.py::StreamingForeachBatchParityTests::test_streaming_foreach_batch_tempview
pyspark/sql/tests/connect/streaming/test_parity_listener.py::StreamingListenerParityTests::test_listener_events
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_query_manager_await_termination
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_query_manager_get
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_await_termination
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_exception
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_read_options
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_read_options_overwrite
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_save_options
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_save_options_overwrite
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_stream_status_and_progress
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_streaming_query_functions_basic
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_streaming_read_from_table
pyspark/sql/tests/connect/streaming/test_parity_streaming.py::StreamingParityTests::test_streaming_write_to_table
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_collect
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_collect_nested_type
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_collect_timestamp
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_column_regexp
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_create_global_temp_view
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_deduplicate_within_watermark_in_batch
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_describe
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_explain_string
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_extended_hint_types
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_grouped_data
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_hint
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_input_files
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_invalid_column
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_is_local
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_join_hint
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_json
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_multi_paths
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_numeric_aggregation
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_observe
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_orc
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_random_split
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_repartition_by_expression
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_repartition_by_range
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_replace
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_same_semantics
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_schema
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_semantic_hash
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_simple_datasource_read
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_simple_read_without_schema
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_simple_udt_from_read
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_sql_with_command
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_sql_with_pos_args
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_stat_approx_quantile
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_stat_freq_items
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_stat_sample_by
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_streaming_local_relation
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_tail
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_text
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_to
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_unpivot
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_with_local_list
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_with_local_ndarray
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectBasicTests::test_write_operations
pyspark/sql/tests/connect/test_connect_basic.py::SparkConnectSessionTests::test_error_stack_trace
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_cast
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_column_accessor
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_column_arithmetic_ops
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_column_field_ops
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_columns
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_decimal
pyspark/sql/tests/connect/test_connect_column.py::SparkConnectColumnTests::test_distributed_sequence_id
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_aggregation_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_broadcast
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_call_udf
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_collection_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_csv_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_date_ts_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_generator_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_json_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_lambda_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_map_collection_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_math_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_misc_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_nested_lambda_function
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_normal_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_string_functions_multi_args
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_string_functions_one_arg
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_time_window_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_udf
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_udtf
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_when_otherwise
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_window_functions
pyspark/sql/tests/connect/test_connect_function.py::SparkConnectFunctionTests::test_window_order
pyspark/sql/tests/connect/test_parity_arrow.py::ArrowParityTests::test_createDataFrame_duplicate_field_names
pyspark/sql/tests/connect/test_parity_arrow.py::ArrowParityTests::test_negative_and_zero_batch_size
pyspark/sql/tests/connect/test_parity_arrow.py::ArrowParityTests::test_pandas_self_destruct
pyspark/sql/tests/connect/test_parity_arrow.py::ArrowParityTests::test_toPandas_duplicate_field_names
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::ArrowPythonUDFParityTests::test_nondeterministic_udf_in_aggregate
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::ArrowPythonUDFParityTests::test_udf_in_join_condition
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::ArrowPythonUDFParityTests::test_udf_not_supported_in_join_condition
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::ArrowPythonUDFParityTests::test_udf_with_input_file_name
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::UDFParityTests::test_nondeterministic_udf_in_aggregate
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::UDFParityTests::test_udf_in_join_condition
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::UDFParityTests::test_udf_not_supported_in_join_condition
pyspark/sql/tests/connect/test_parity_arrow_python_udf.py::UDFParityTests::test_udf_with_input_file_name
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_function_exists
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_get_function
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_list_functions
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_list_tables
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_refresh_table
pyspark/sql/tests/connect/test_parity_catalog.py::CatalogParityTests::test_table_cache
pyspark/sql/tests/connect/test_parity_column.py::ColumnParityTests::test_bitwise_operations
pyspark/sql/tests/connect/test_parity_column.py::ColumnParityTests::test_drop_fields
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_cache_dataframe
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_cache_table
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_duplicate_field_names
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_extended_hint_types
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_freqItems
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_generic_hints
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_input_files
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_join_without_on
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_require_cross
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_sample
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_sample_with_random_seed
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_to
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_unpivot
pyspark/sql/tests/connect/test_parity_dataframe.py::DataFrameParityTests::test_unpivot_negative
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_checking_csv_header
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_encoding_json
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_ignore_column_of_all_nulls
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_ignorewhitespace_csv
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_jdbc
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_jdbc_format
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_linesep_json
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_linesep_text
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_multiline_csv
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_multiline_json
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_read_multiple_orc_file
pyspark/sql/tests/connect/test_parity_datasources.py::DataSourcesParityTests::test_read_text_file_list
pyspark/sql/tests/connect/test_parity_errors.py::ErrorsParityTests::test_array_index_out_of_bounds_exception
pyspark/sql/tests/connect/test_parity_errors.py::ErrorsParityTests::test_date_time_exception
pyspark/sql/tests/connect/test_parity_errors.py::ErrorsParityTests::test_number_format_exception
pyspark/sql/tests/connect/test_parity_errors.py::ErrorsParityTests::test_spark_runtime_exception
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_approxQuantile
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_assert_true
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_collect_functions
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_functions_broadcast
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_inline
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_input_file_name_udf
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_map_functions
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_nested_higher_order_function
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_np_scalar_input
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_nth_value
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_raise_error
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_reciprocal_trig_functions
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_sampleby
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_shiftrightunsigned
pyspark/sql/tests/connect/test_parity_functions.py::FunctionsParityTests::test_window_time
pyspark/sql/tests/connect/test_parity_pandas_grouped_map.py::GroupedApplyInPandasTests::test_grouped_over_window
pyspark/sql/tests/connect/test_parity_pandas_grouped_map.py::GroupedApplyInPandasTests::test_grouped_over_window_with_key
pyspark/sql/tests/connect/test_parity_pandas_grouped_map_with_state.py::GroupedApplyInPandasWithStateTests::test_apply_in_pandas_with_state_python_worker_random_failure
pyspark/sql/tests/connect/test_parity_pandas_map.py::MapInPandasParityTests::test_large_variable_types
pyspark/sql/tests/connect/test_parity_pandas_udf_grouped_agg.py::PandasUDFGroupedAggParityTests::test_invalid_args
pyspark/sql/tests/connect/test_parity_pandas_udf_scalar.py::PandasUDFScalarParityTests::test_nondeterministic_vectorized_udf_in_aggregate
pyspark/sql/tests/connect/test_parity_pandas_udf_scalar.py::PandasUDFScalarParityTests::test_scalar_iter_udf_init
pyspark/sql/tests/connect/test_parity_pandas_udf_scalar.py::PandasUDFScalarParityTests::test_vectorized_udf_check_config
pyspark/sql/tests/connect/test_parity_pandas_udf_scalar.py::PandasUDFScalarParityTests::test_vectorized_udf_invalid_length
pyspark/sql/tests/connect/test_parity_pandas_udf_window.py::PandasUDFWindowParityTests::test_bounded_mixed
pyspark/sql/tests/connect/test_parity_pandas_udf_window.py::PandasUDFWindowParityTests::test_bounded_simple
pyspark/sql/tests/connect/test_parity_pandas_udf_window.py::PandasUDFWindowParityTests::test_shrinking_window
pyspark/sql/tests/connect/test_parity_pandas_udf_window.py::PandasUDFWindowParityTests::test_sliding_window
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterParityTests::test_bucketed_write
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterParityTests::test_insert_into
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterParityTests::test_save_and_load
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterParityTests::test_save_and_load_builder
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterV2ParityTests::test_create_without_provider
pyspark/sql/tests/connect/test_parity_readwriter.py::ReadwriterV2ParityTests::test_table_overwrite
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_cast_to_string_with_udt
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_cast_to_udt_with_udt
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_complex_nested_udt_in_df
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_negative_decimal
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_parquet_with_udt
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_udf_with_udt
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_udt_with_none
pyspark/sql/tests/connect/test_parity_types.py::TypesParityTests::test_yearmonth_interval_type
pyspark/sql/tests/connect/test_parity_udf.py::UDFParityTests::test_nondeterministic_udf_in_aggregate
pyspark/sql/tests/connect/test_parity_udf.py::UDFParityTests::test_udf_in_join_condition
pyspark/sql/tests/connect/test_parity_udf.py::UDFParityTests::test_udf_not_supported_in_join_condition
pyspark/sql/tests/connect/test_parity_udf.py::UDFParityTests::test_udf_with_input_file_name
pyspark/sql/tests/connect/test_parity_udtf.py::ArrowUDTFParityTests::test_udtf_arrow_sql_conf
pyspark/sql/tests/connect/test_parity_udtf.py::ArrowUDTFParityTests::test_udtf_terminate
pyspark/sql/tests/connect/test_parity_udtf.py::ArrowUDTFParityTests::test_udtf_with_table_argument_malformed_query
pyspark/sql/tests/connect/test_parity_udtf.py::ArrowUDTFParityTests::test_udtf_with_table_argument_multiple
pyspark/sql/tests/connect/test_parity_udtf.py::ArrowUDTFParityTests::test_udtf_with_table_argument_unknown_identifier
pyspark/sql/tests/connect/test_parity_udtf.py::UDTFParityTests::test_udtf_terminate
pyspark/sql/tests/connect/test_parity_udtf.py::UDTFParityTests::test_udtf_with_table_argument_malformed_query
pyspark/sql/tests/connect/test_parity_udtf.py::UDTFParityTests::test_udtf_with_table_argument_multiple
pyspark/sql/tests/connect/test_parity_udtf.py::UDTFParityTests::test_udtf_with_table_argument_unknown_identifier
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_approx_equal_decimaltype_custom_rtol_pass
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_data_frame_equal_not_support_streaming
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_equal_approx_pandas_on_spark_df
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_equal_exact_pandas_on_spark_df
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_equal_nested_struct_str_duplicate
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_error_pandas_pyspark_df
pyspark/sql/tests/connect/test_utils.py::ConnectUtilsTests::test_assert_type_error_pandas_df

@shehabgamin shehabgamin changed the title File Configs feat: CSV Reader Configs Jun 6, 2025
@shehabgamin shehabgamin marked this pull request as ready for review June 6, 2025 12:19
@shehabgamin shehabgamin requested a review from linhr June 6, 2025 12:19
linhr
linhr reviewed Jun 6, 2025
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crates/sail-plan/src/resolver/option.rs
Ok(output)
(Some(null_value), _) if !null_value.is_empty() => {
// Convert null_value to regex by escaping special characters
Ok(Some(regex::escape(&null_value)))
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Nice!

@shehabgamin shehabgamin requested a review from linhr June 7, 2025 00:50
linhr
linhr approved these changes Jun 7, 2025
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🚀

crates/sail-plan/src/resolver/option.rs
_ => Ok(None),
}?;

let file_format = CsvFormat::default()
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Let's add a TODO here to return error if the char is not an ASCII character, otherwise as u8 only returns the last byte.

@shehabgamin shehabgamin merged commit f3c0190 into main Jun 7, 2025
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@shehabgamin shehabgamin deleted the 1-spark-cov branch June 7, 2025 08:26
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@linhr linhr linhr approved these changes

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@shehabgamin @linhr