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DeltaLake #241

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@shehabgamin shehabgamin commented Oct 12, 2024 •
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I guess this will need to wait until the following are resolved:
delta-io/delta-rs#2886
apache/datafusion#12813

@shehabgamin shehabgamin linked an issue Oct 12, 2024 that may be closed by this pull request
Delta Lake Integration #171
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Spark Test Report

Commit Information

Commit Revision Branch
After b0aee56 refs/pull/241/merge
Before b645157 refs/heads/main

Test Summary

Suite Commit Failed Passed Skipped Warnings Time (s)
doctest-column After 4 29 3 5.60
Before 4 29 3 5.51
doctest-dataframe After 51 55 1 4 7.06
Before 51 55 1 4 7.04
doctest-functions After 191 212 6 8 11.13
Before 191 212 6 8 11.05
test-connect After 407 631 126 250 109.15
Before 407 631 126 250 108.86

Test Details

Error Counts 
          653 Total
          313 Total Unique
-------- ---- ----------------------------------------------------------------------------------------------------------
           33 DocTestFailure
           27 UnsupportedOperationException: map partitions
           23 UnsupportedOperationException: co-group map
           23 UnsupportedOperationException: group map
           15 UnsupportedOperationException: streaming query manager command
           14 UnsupportedOperationException: lambda function
           10 UnsupportedOperationException: unsupported data source format: Some("text")
           10 handle add artifacts
            8 AssertionError: AnalysisException not raised
            8 PySparkAssertionError: [DIFFERENT_PANDAS_DATAFRAME] DataFrames are not almost equal:
            8 PythonException: 
            8 PythonException:  KeyError: 0
            8 UnsupportedOperationException: hint
            7 AssertionError: False is not true
            7 SparkRuntimeException: type_coercion
            6 IllegalArgumentException: invalid argument: UDF function type must be Python UDF
            6 UnsupportedOperationException: function in table factor
            6 UnsupportedOperationException: write stream operation start
            5 IllegalArgumentException: invalid argument: expecting either join condition or using columns
            5 UnsupportedOperationException: corr
            5 UnsupportedOperationException: function: monotonically_increasing_id
            4 AnalysisException: Cannot cast to Decimal128(14, 7). Overflowing on NaN
            4 AnalysisException: Error during planning: view not found: v
            4 AnalysisException: Execution error: 'Utf8("INTERVAL '0 00:00:00.000123' DAY TO SECOND") = CAST(#1 AS...
            4 PySparkNotImplementedError: [NOT_IMPLEMENTED] rdd() is not implemented.
            4 UnsupportedOperationException: cov
            4 UnsupportedOperationException: function: window
            4 UnsupportedOperationException: interval unit: day-time
            4 UnsupportedOperationException: replace
            4 UnsupportedOperationException: sample
            4 UnsupportedOperationException: sample by
            4 UnsupportedOperationException: unknown aggregate function: hll_sketch_agg
            4 UnsupportedOperationException: unpivot
            3 AnalysisException: Error during planning: Table function 'range' not found
            3 AnalysisException: Error during planning: The expression to get an indexed field is only valid for `...
            3 AnalysisException: Execution error: Date part 'D' not supported
            3 AssertionError: "[('a', [('b', 'c')])]" != "{'a': {'b': 'c'}}"
            3 AssertionError: "{'col1': 1, 'struct(John, 30, struct(valu[87 chars]0}}}" != "Row(col1=1, col2=Row(c...
            3 AssertionError: PythonException not raised
            3 IllegalArgumentException: expected value at line 1 column 1
            3 SparkRuntimeException: Internal error: UDF returned a different number of rows than expected. Expect...
            3 UnsupportedOperationException: crosstab
            3 UnsupportedOperationException: function: input_file_name
            3 UnsupportedOperationException: function: pmod
            3 UnsupportedOperationException: function: ~
            3 UnsupportedOperationException: handle analyze input files
            3 UnsupportedOperationException: to schema
            3 ValueError: Converting to Python dictionary is not supported when duplicate field names are present
            2 AnalysisException: Cannot cast from struct to other types except struct
            2 AnalysisException: Cannot cast list to non-list data types
            2 AnalysisException: Error during planning: The expression to get an indexed field is only valid for `...
            2 AnalysisException: Error during planning: cannot resolve attribute: ObjectName([Identifier("a.b")])
            2 AnalysisException: Error during planning: two values expected: [Alias(Alias { expr: Column(Column { ...
            2 AnalysisException: Execution error: map requires all value types to be the same
            2 AnalysisException: Invalid or Unsupported Configuration: Could not find config namespace "spark"
            2 AssertionError
            2 AssertionError: "TABLE_OR_VIEW_NOT_FOUND" does not match "Error during planning: cannot resolve attr...
            2 AssertionError: Lists differ: [Row([22 chars](key=1, value='1'), Row(key=10, value='10'), R[2402 cha...
            2 AssertionError: Lists differ: [Row(key='input', value=1.0)] != [Row(key='avg', value=1.0), Row(key='...
            2 AssertionError: True is not false
            2 IllegalArgumentException: invalid argument: empty data source paths
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: id at Line: 1, Col...
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: id at Line: 1, Col...
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: id at Line: 3, Col...
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: id at Line: 5, Col...
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: t at Line: 3, Colu...
            2 IllegalArgumentException: invalid argument: sql parser error: Expected: ), found: v at Line: 1, Colu...
            2 IllegalArgumentException: must either specify a row count or at least one column
            2 SparkRuntimeException: Internal error: start_from index out of bounds.
            2 UnsupportedOperationException: Only literal expr are supported in Python UDTFs for now, got expr: ma...
            2 UnsupportedOperationException: Only literal expr are supported in Python UDTFs for now, got expr: na...
            2 UnsupportedOperationException: Only literal expr are supported in Python UDTFs for now, got expr: ra...
            2 UnsupportedOperationException: Only literal expr are supported in Python UDTFs for now, got expr: sp...
            2 UnsupportedOperationException: approx quantile
            2 UnsupportedOperationException: collect metrics
            2 UnsupportedOperationException: decimal literal with precision or scale
            2 UnsupportedOperationException: describe
            2 UnsupportedOperationException: freq items
            2 UnsupportedOperationException: function: bitmap_bit_position
            2 UnsupportedOperationException: function: crc32
            2 UnsupportedOperationException: function: dayofweek
            2 UnsupportedOperationException: function: encode
            2 UnsupportedOperationException: function: format_number
            2 UnsupportedOperationException: function: from_csv
            2 UnsupportedOperationException: function: from_json
            2 UnsupportedOperationException: function: inline
            2 UnsupportedOperationException: function: map_from_arrays
            2 UnsupportedOperationException: function: sec
            2 UnsupportedOperationException: function: shiftrightunsigned
            2 UnsupportedOperationException: function: timestamp_seconds
            2 UnsupportedOperationException: handle analyze same semantics
            2 UnsupportedOperationException: pivot
            2 UnsupportedOperationException: position with 3 arguments is not supported yet
            2 UnsupportedOperationException: rebalance partitioning by expression
            2 UnsupportedOperationException: tail
            2 UnsupportedOperationException: unknown aggregate function: collect_set
            2 UnsupportedOperationException: unresolved regex
            2 UnsupportedOperationException: unsupported data source format: Some("orc")
            2 UnsupportedOperationException: user defined data type should only exist in a field
            2 handle artifact statuses
            2 received metadata size exceeds hard limit (19620 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: Error during planning: Execution error: User-defined coercion failed with Interna...
            1 AnalysisException: Error during planning: Inconsistent data type across values list at row 1 column ...
            1 AnalysisException: Error during planning: No function matches the given name and argument types 'NTH...
            1 AnalysisException: Error during planning: The array_concat function can only accept list as the args...
            1 AnalysisException: Error during planning: cannot resolve attribute: ObjectName([Identifier("a.e")])
            1 AnalysisException: Error during planning: cannot resolve attribute: ObjectName([Identifier("df_as1.n...
            1 AnalysisException: Error during planning: cannot resolve attribute: ObjectName([Identifier("id")])
            1 AnalysisException: Error during planning: three values expected: [Alias(Alias { expr: Column(Column ...
            1 AnalysisException: Error during planning: three values expected: [Literal(Int32(1)), Literal(Int32(3...
            1 AnalysisException: Error during planning: two values expected: [Alias(Alias { expr: Column(Column { ...
            1 AnalysisException: Error during planning: view not found: tab2
            1 AnalysisException: Execution error: 'Utf8("1970-01-01 00:00:00") = CAST(#1 AS Utf8) AS dt AS (1970-0...
            1 AnalysisException: Execution error: 'Utf8("2012-02-02 02:02:02") = CAST(?table?.#0 AS Utf8) AS a AS ...
            1 AnalysisException: Execution error: 'Utf8("INTERVAL '0 00:00:00.000123' DAY TO SECOND") = CAST(#1 AS...
            1 AnalysisException: Execution error: Error parsing timestamp from '2023-01-01' using format '%d-%m-%Y...
            1 AnalysisException: Execution error: The UPPER function can only accept strings, but got Int64.
            1 AnalysisException: Execution error: Unable to find factory for TEXT
            1 AnalysisException: Execution error: array_reverse does not support type 'Utf8'.
(+1)        1 AnalysisException: Invalid or Unsupported Configuration: could not find config namespace for key "ig...
            1 AnalysisException: Invalid or Unsupported Configuration: could not find config namespace for key "li...
            1 AnalysisException: No field named tbl."#2". Valid fields are tbl."#3".
            1 AnalysisException: Schema contains duplicate unqualified field name "#0"
            1 AssertionError: "2000000" does not match "Internal error: raise_error expects a single UTF-8 string ...
(+1)        1 AssertionError: "Database 'memory:0a1b042d-1785-4d61-9508-30fb55be5628' dropped." does not match "in...
(+1)        1 AssertionError: "Database 'memory:b3521297-7f02-46b7-a4dd-80f41ac77020' dropped." does not match "in...
            1 AssertionError: "Exception thrown when converting pandas.Series" does not match "
            1 AssertionError: "Exception thrown when converting pandas.Series" does not match "expected value at l...
            1 AssertionError: "PickleException" does not match "
            1 AssertionError: "UDTF_ARROW_TYPE_CAST_ERROR" does not match "
            1 AssertionError: "[('a', 'b')]" != "{'a': 'b'}"
            1 AssertionError: "foobar" does not match "Internal error: raise_error expects a single UTF-8 string a...
            1 AssertionError: "timestamp values are not equal (timestamp='1969-01-01 09:01:01+08:00': data[0][1]='...
            1 AssertionError: '+---[17 chars]-----+\n|                        x|\n+--------[132 chars]-+\n' != '+-...
            1 AssertionError: 2 != 3
            1 AssertionError: AnalysisException not raised by <lambda>
            1 AssertionError: BinaryType() != NullType()
            1 AssertionError: Exception not raised
            1 AssertionError: Lists differ: [Row([14 chars] _c1=25, _c2='I am Hyukjin\n\nI love Spark!'),[86 chars...
            1 AssertionError: Lists differ: [Row([22 chars]e(2018, 12, 31, 16, 0), aware=datetime.datetim[16 chars...
            1 AssertionError: Lists differ: [Row([49 chars] 1), internal_value=-31532339000000000), Row(i[225 char...
            1 AssertionError: Lists differ: [Row(key='0'), Row(key='1'), Row(key='10'), Ro[1439 chars]99')] != [Ro...
            1 AssertionError: Lists differ: [Row(ln(id)=-inf, ln(id)=-inf, struct(id, name)=Row(i[1232 chars]9'))]...
            1 AssertionError: Lists differ: [Row(name='Andy', age=30), Row(name='Justin', [34 chars]one)] != [Row(...
            1 AssertionError: Row(point='[1.0, 2.0]', pypoint='[3.0, 4.0]') != Row(point='(1.0, 2.0)', pypoint='[3...
            1 AssertionError: Row(res="[('personal', [('name', 'John'), ('city', 'New York')])]") != Row(res="{'pe...
            1 AssertionError: StorageLevel(False, True, True, False, 1) != StorageLevel(False, False, False, False...
            1 AssertionError: Struc[31 chars]stampNTZType(), True), StructField('val', Inte[13 chars]ue)]) != Stru...
            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: YearMonthIntervalType(0, 1) != YearMonthIntervalType(0, 0)
            1 AssertionError: [1.0, 2.0] != ExamplePoint(1.0,2.0)
            1 AssertionError: {} != {'max_age': 5}
            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/tmp9x_y28yg'
(+1)        1 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpl8nw96dg'
            1 IllegalArgumentException: 83140 is too large to store in a Decimal128 of precision 4. Max is 9999
            1 IllegalArgumentException: invalid argument: sql parser error: Expected: (, found: AS at Line: 1, Col...
            1 IllegalArgumentException: invalid argument: sql parser error: Expected: (, found: EOF
            1 IllegalArgumentException: number of columns(0) must match number of fields(1) in schema
            1 KeyError: 'max'
            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:  ArrowTypeError: ("Expected dict key of type str or bytes, got 'int'", 'Conversion ...
            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 PythonException:  TypeError: 'NoneType' object is not subscriptable
            1 QueryExecutionException: Compute error: concat requires input of at least one array
            1 QueryExecutionException: Json error: Not valid JSON: EOF while parsing a list at line 1 column 1
            1 QueryExecutionException: Json error: Not valid JSON: expected value at line 1 column 2
            1 SparkRuntimeException: External error: Arrow error: Invalid argument error: column types must match ...
            1 SparkRuntimeException: External error: This feature is not implemented: physical plan is not yet imp...
            1 SparkRuntimeException: Internal error: Failed to decode from base64: Invalid padding.
            1 SparkRuntimeException: Internal error: UDF returned a different number of rows than expected. Expect...
            1 SparkRuntimeException: Optimizer rule 'optimize_projections' failed
            1 SparkRuntimeException: expand_wildcard_rule
(+1)        1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(+1)        1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(+1)        1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(+1)        1 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
            1 UnsupportedOperationException: Insert into not implemented for this table
(+1)        1 UnsupportedOperationException: Physical plan does not support logical expression AggregateFunction(A...
            1 UnsupportedOperationException: PlanNode::IsCached
            1 UnsupportedOperationException: SQL show functions
            1 UnsupportedOperationException: Unsupported statement: SHOW DATABASES
            1 UnsupportedOperationException: bucketing
            1 UnsupportedOperationException: call function
            1 UnsupportedOperationException: deduplicate within watermark
            1 UnsupportedOperationException: function exists
            1 UnsupportedOperationException: function: aes_decrypt
            1 UnsupportedOperationException: function: aes_encrypt
            1 UnsupportedOperationException: function: array_insert
            1 UnsupportedOperationException: function: array_sort
            1 UnsupportedOperationException: function: arrays_zip
            1 UnsupportedOperationException: function: bin
            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: date_from_unix_date
            1 UnsupportedOperationException: function: dayofmonth
            1 UnsupportedOperationException: function: dayofyear
            1 UnsupportedOperationException: function: decode
            1 UnsupportedOperationException: function: e
            1 UnsupportedOperationException: function: elt
            1 UnsupportedOperationException: function: format_string
            1 UnsupportedOperationException: function: from_unixtime
            1 UnsupportedOperationException: function: from_utc_timestamp
            1 UnsupportedOperationException: function: getbit
            1 UnsupportedOperationException: function: hour
            1 UnsupportedOperationException: function: inline_outer
            1 UnsupportedOperationException: function: java_method
            1 UnsupportedOperationException: function: json_object_keys
            1 UnsupportedOperationException: function: json_tuple
            1 UnsupportedOperationException: function: last_day
            1 UnsupportedOperationException: function: localtimestamp
            1 UnsupportedOperationException: function: make_dt_interval
            1 UnsupportedOperationException: function: make_interval
            1 UnsupportedOperationException: function: make_timestamp
            1 UnsupportedOperationException: function: make_timestamp_ltz
            1 UnsupportedOperationException: function: make_timestamp_ntz
            1 UnsupportedOperationException: function: make_ym_interval
            1 UnsupportedOperationException: function: map_concat
            1 UnsupportedOperationException: function: map_from_entries
            1 UnsupportedOperationException: function: mask
            1 UnsupportedOperationException: function: minute
            1 UnsupportedOperationException: function: months_between
            1 UnsupportedOperationException: function: next_day
            1 UnsupportedOperationException: function: parse_url
            1 UnsupportedOperationException: function: printf
            1 UnsupportedOperationException: function: quarter
            1 UnsupportedOperationException: function: reflect
            1 UnsupportedOperationException: function: regexp_count
            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: second
            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: timestamp_micros
            1 UnsupportedOperationException: function: timestamp_millis
            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_aes_decrypt
            1 UnsupportedOperationException: function: try_divide
            1 UnsupportedOperationException: function: try_element_at
            1 UnsupportedOperationException: function: try_multiply
            1 UnsupportedOperationException: function: try_subtract
            1 UnsupportedOperationException: function: try_to_binary
            1 UnsupportedOperationException: function: try_to_number
            1 UnsupportedOperationException: function: try_to_timestamp
            1 UnsupportedOperationException: function: typeof
            1 UnsupportedOperationException: function: unix_date
            1 UnsupportedOperationException: function: unix_micros
            1 UnsupportedOperationException: function: unix_millis
            1 UnsupportedOperationException: function: unix_seconds
            1 UnsupportedOperationException: function: url_decode
            1 UnsupportedOperationException: function: url_encode
            1 UnsupportedOperationException: function: weekday
            1 UnsupportedOperationException: function: weekofyear
            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 is local
            1 UnsupportedOperationException: handle analyze semantic hash
            1 UnsupportedOperationException: list functions
            1 UnsupportedOperationException: summary
            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: The column label 'struct' is not unique.
            1 internal error: unknown attribute in plan 237: a
(-1)        0 AnalysisException: Invalid or Unsupported Configuration: could not find config namespace for key "ig...
(-1)        0 AssertionError: "Database 'memory:29909a13-9294-4ed6-81f1-cafced0e2182' dropped." does not match "in...
(-1)        0 AssertionError: "Database 'memory:a7042ae4-5883-417c-9317-042fe0ec8647' dropped." does not match "in...
(-1)        0 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmp66uun17v'
(-1)        0 FileNotFoundError: [Errno 2] No such file or directory: '/tmp/tmpgb5p27d1'
(-1)        0 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(-1)        0 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(-1)        0 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(-1)        0 UnsupportedOperationException: Aggregate can not be used as a sliding accumulator because `retract_b...
(-1)        0 UnsupportedOperationException: Physical plan does not support logical expression AggregateFunction(A...
Passed Tests Diff 
--- before	2024-10-12 06:13:03.361618112 +0000
+++ after	2024-10-12 06:13:03.459619787 +0000
@@ -79 +79 @@
-.venvs/test/lib/python3.11/site-packages/pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.withColumnsRenamed
+.venvs/test/lib/python3.11/site-packages/pyspark/sql/dataframe.py::pyspark.sql.dataframe.DataFrame.withColumns

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Delta Lake Integration
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@shehabgamin