Fixes incorrect work of DataFrame with VBufferColumn when number of e… - #6851
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…lements is greater than Int.MaxValue
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@@ Coverage Diff @@
## main #6851 +/- ##
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+ Coverage 69.03% 69.65% +0.61%
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Files 1237 1237
Lines 253612 247617 -5995
Branches 26571 25436 -1135
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- Hits 175092 172466 -2626
+ Misses 71567 68536 -3031
+ Partials 6953 6615 -338
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JakeRadMSFT
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* Update build templates to handle feature branches (#6744) * Update build templates * Update build templates to include all releases/* and feature/* * Update releases to release * Update triggers for PR Validation Build * Add triggers for Code Coverage * Update version to 4.0 for feature branch (#6743) * Add missing implementation for datetime relevant arrow type into dataframe (#6675) * Add missing implementation for datetime relevant arrow type * Return required usage * Fix the behavior or column SetName method (#6676) * Fix the behavior or column SetName method * Fix stack overflow exception * Fix merge issues --------- Co-authored-by: Michael Sharp <51342856+michaelgsharp@users.noreply.github.com> * Fix DataFrame to allow to store columns with size more than 2 Gb (#6710) * Fix error with allocating more than MaxCapacity of Byte Memory Buffer * Remove Unit test as it consumes too much memory * Fix issue with increasing buffer capacity over limit when double it size * avoid empty dataset (#6756) * Fix dataframe arithmetics for columns having several value buffers (column size is more than 2 Gb) (#6724) * Fix dataframe arithmetics * Fix * Run tests that requires more than 2 Gb of Memory only on 64-bit env (#6758) * Reduce coupling of Data.Analysis.Tests project (#6759) * Provide ability to filter dataframe column by null via ElementWise Methods (#6723) * Provide ability to filter by null value * Add comments * Fix code review findings * Fix incorrect DataFrame min max computation with NULL (#6734) * Step 1 * Step 2 * Fixed code review findings * Clean DataFrame meaningless code (#6761) * Add NameEntityRecognition and Q&A deep learning tasks. (#6760) * NER * QA almost done, runtime error * QA finished * fixes from PR comments * fixed build * build fixes * perf changes * made disposable * fixed not disposing model * added some disposables to TensorFlow for memory * build testing * fixing build * added missing dispose * build fixes * build fixes * testing macos fix * fix issue (#6768) * fixed mac build and minor torch sharp changes (#6776) * Improve DataFrame Arithmetics implementation (#6763) * Change methods signature generation * Change DataFrameColumn Arithmetics * Change DataFrameColumn Operations * Fix unit tests * Fix spaces * Fix code review findings * Add QA sweepable estimator in AutoML (#6781) * Add QA sweepable * clean * Modernized some argument checks that still used string literals for parameter names (#6766) Co-authored-by: John Doe <john@doe> * removed deprecated yosemite brew (#6805) * Add TargetType to Type_convert (#6785) * Add target Type in convert type * Add custom type "DataKind" * clean * Add DataKind name space * clean test * File-scoped namespaces in files under `Environment` (`Microsoft.ML.Core`) (#6791) Co-authored-by: Lehonti Ramos <john@doe> * File-scoped namespaces in files under `EntryPoints` (`Microsoft.ML.Core`) (#6790) Co-authored-by: Lehonti Ramos <john@doe> * Fix issue with addIndexColumn in DataFrame.LoadCsv (#6769) * Fix issue with addIndexColumn in DataFrame.LoadCsv * Fix tests * Fix DataFrame.LoadCsv can not load CSV with duplicate column names (#6772) * File-scoped namespaces in files under `ComponentModel` (`Microsoft.ML.Core`) (#6788) Co-authored-by: Lehonti Ramos <john@doe> * File-scoped namespaces in files under `Data` (`Microsoft.ML.Core`) (#6789) Co-authored-by: Lehonti Ramos <john@doe> * Fix inconsistent null handling in DataFrame Arithmetics (#6770) * Fix inconsistent null handling in DataFrame Arithmetics * Fix Null Count and division by zero issues * Minor changes to restart build and rerun flaky tests * File-scoped namespaces in files under `Prediction` (`Microsoft.ML.Core`) (#6792) Co-authored-by: Lehonti Ramos <john@doe> * Allow to define CultureInfo for parsing values on reading DataFrame from csv (#6782) * Use CultureInfo for parsing values in csv file * Fix merge issues * Append dataframe rows based on column names (#6808) * Append dataframe rows based on column names * Update DataFrame.cs --------- Co-authored-by: Michael Sharp <51342856+michaelgsharp@users.noreply.github.com> * removed codecov token (#6811) * Fix wrong type conversion on PrimitiveDataFrameColumn (#6834) * Fix wrong type conversion on PrimitiveDataFrameColumn * Added tests for #6829 * Fix test * Add file generated from tt template and fix unit tests --------- Co-authored-by: Aleksei Smirnov <tlalok@inbox.ru> * update interactive kernel version (#6836) * update interactive kernel version * update * Update Microsoft.Data.Analysis.Interactive.Tests.csproj * Add performance benchmarks for dataframe arithmetic operations (#6827) * Add performance tests * Add extra tests * Fix * Fix typo * Fix Divide_Int16 and Divide_Int32_Int16 benchmarks * Fix * Change csproj file * Update BenchmarkDotNetVersion to 0.13.5 * Fix * Change to 0.13.1 because that is what is latest version in our nuget feeds. --------- Co-authored-by: Jake Radzikowski <JakeRad@Microsoft.com> * Improve performance of column cloning inside DataFrame arithmetics (#6814) * Optimize PrimitiveColumnContainer.Clone method * Avoid unnecessary type conversion during binary operations * Remove using * Fix DataFrameBuffer constructor * remove uncorrectly added using * Make DataFrameBuffer Length field protected * Fix typo * Use RawSpan * Simplify tt files for PrimitiveDataFrameColumnAritmetics (#6830) * First step of tt refactoring * Step 2 * Step 3 * Addresses #6533 (#6838) * Initial structure and started fleshing out some sections * Some corrections and paragraph on DL usages * Starting fleshing out DL on ML.NET section * Addresses #6533 * Update dependencies (#6837) * Update dependencies * Add reference to NuGet.Packaging.Core * PrimitiveDataFrameColumn.Clone method crashes when is used with IEnumerable mapIndices argument (#6822) * Split Test for AppendMany into 4 different tests * Block init of null validity buffer instead of setting individual bits * Add unit tests for PrimitiveDataFrameColumn.Clone * Fixes #6821 * Fix * Fix bug with AppendMany values to not empty column * Restart unit tests * Add more unit tests * Fix failing unit test * Fix code review findings * 6847 incorrectly sets column value (#6849) * Fix DataFrame incorrectly sets column value for index higher than Buffer.MaxCapacity * Revert renaming * Increase performance of arithmetic operations by enhancing calculations on nullable values (#6846) * Optimize PrimitiveColumnContainer.Clone method * Avoid unnecessary type conversion during binary operations * Remove using * Fix DataFrameBuffer constructor * remove uncorrectly added using * Make DataFrameBuffer Length field protected * Add performance tests * Split Test for AppendMany into 4 different tests * Block init of null validity buffer instead of setting individual bits * Add unit tests for PrimitiveDataFrameColumn.Clone * Fixes #6821 * Fix * Add extra tests * Fix * Fix typo * Fix Divide_Int16 and Divide_Int32_Int16 benchmarks * Fix * Avoid using constructor, that copies memory * First step of tt refactoring * Step 2 * Step 3 * Move iteration over buffers outside of the PrimitiveDataFrameColumnArithmetic * Change PrimitiveDataFrameColumnArithmetic * Fix typo * Use RawSpan * Fix bug with AppendMany values to not empty column * Restart unit tests * Add more unit tests * Add GetBitCount method * Fix failing unit test * Implementation * Change unit tests * Update unit tests * Refactoring BinaryOperation * Intermediate changes * Intermediate results * Implement Binary Scalar Reverse Operarions * Add implementation for BinaryIntOperations * Implement Comparison Operations * Implement actual calculations for Comparison operations * Uncomment performance tests * Remove unintentional code changes * Add reference to Apache Arrow project license in THIRD-PARTY-NOTICES * Fix license issues * Fixes incorrect work of DataFrame with VBufferColumn when number of e… (#6851) * Fixes incorrect work of DataFrame with VBufferColumn when number of elements is greater than Int.MaxValue * Fix calculation of max capacity and amount of required buffers * Fix unit test * Run test allocating more than 2 Gb of memory on 64bit env only * Fix StringDataFrameColumn same way as VBufferDataFrameColumn * Fix wrong amount of buffers created in constructor of StringDataFrameColumn * Fix code review findings --------- Co-authored-by: Aleksei Smirnov <tlalok@inbox.ru> Co-authored-by: Michael Sharp <51342856+michaelgsharp@users.noreply.github.com> Co-authored-by: Xiaoyun Zhang <xiaoyuz@microsoft.com> Co-authored-by: zewditu Hailemariam <36615490+zewditu@users.noreply.github.com> Co-authored-by: Lehonti Ramos <17771375+Lehonti@users.noreply.github.com> Co-authored-by: John Doe <john@doe> Co-authored-by: Raffaello Fraboni <10281615+novelhawk@users.noreply.github.com> Co-authored-by: R. G. Esteves <rodolfo.g.esteves@intel.com> Co-authored-by: Eric StJohn <ericstj@microsoft.com>
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Fixes #6850