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v0.3.6

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Release notes for Tuplex v0.3.6

===============================

[1] Features
------------
- Update to LLVM16.
- Support building Tuplex for newer LLVM versions, up to LLVM v17.
- Remove typed pointers in LLVM IR code generation, use explicit LLVM types instead.
- Enable Apple Silicon support for Python3.9+.
- Add script support for building arm64 wheels for Apple Silicon (`scripts/build_macos_wheels.sh`)
- Add Github actions to build and test wheels for Intel Mac, Ubuntu 22.04.
- Add fallback for platforms for generated CSV parser without SSE4.2 instructions.
- Add support for Python 3.11.
- Use Github actions to build wheels for Python 3.8, 3.9, 3.10, 3.11 under both manylinux and macos.

[2] Bug Fixes
-------------
- Explicitly shut down AWS SDK (when built with) to avoid race condition of AWS threads in destructors.
- Fix ResolveTask issue when parsing single column CSV file with heterogeneous data.
- Refactor decoding of exceptions in ResolveTask into function.
- Fix Protobuf issue when using `-DBUILD_WITH_ORC` where ORC libraries may have been build with different Protobuf version than Tuplex causing issues when delocating the wheel under macOS (Intel/ARM).
- Fix exception handling in individual tasks, which did not unlock partitions in case of error leading to crash.
- Fix `toPythonString()` conversion in `Row`.
- Fix serialization bug for lists, tuples together with options.

[3] Improvements
----------------
- Explicitly mark export symbols in runtime shared object.
- Change test script for exceptions to use `pytest.parametrize`.
- Add dwarf/elf lib for backward under macOS to print stacktrace.
- Change to batch processing for result-set conversion for any strategy and explicitly check signals to avoid fine grained locking of GIL.
- Lower parameters/test data size for exception (merge) testing for faster CI.
- Change to pick up compatible zstd version in cmake to avoid conflicts with pre-installed, older zstd library.
- Add cache step for macOS in Github action to speed up brew installs.
- Fix issue in `setup.py` when Python executable is not in `/usr/local`.
- Remove Ubuntu 18.04 support, update Azure CI runner to use Ubuntu 22.04.
- Deprecate Python 3.6. and 3.7 support.
- Use newer ANTLR4 version 13.1 and require Java 11 as dependency.
- Support setting Python version when creating Lambda runner in `scripts/create_lambda_zip.sh`.
- Update dependencies in tuplex/ci containers, build Python version specific containers.
- Refactor code generation logic for iterators.
- Update to recent pybind11 version 2.11.1 from 2.10.4.

v0.3.5

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Release notes for v0.3.5:

This is a bugfix release, addressing issues for the 2nd notebook example and testing the WebUI.

[1] Features:

[2] Bug Fixes:
- Fix hashmap free issue preventing second example from working.
- Add error message when users try to import Tuplex but it is not compiled. Allows to use helper functions without having to have Tuplex compiled,
- Improve WebUI testing and error reporting

[3] Credits:
Leonhard Spiegelberg

v0.3.4

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Release notes for v0.3.4:

This is a maintenance release which includes various refcount fixes for v0.3.3.

[1] Features:

[2] Bug Fixes:
- Fix refcount in FunctionGlobals test
- Redesigned internal GIL helper functions to work properly with python debug version
- Add an explicit python garbage collection run before collect/take to free up/compact space.
- Fix 2 bugs related to 1.) hashmap thread data-race 2.) introduce non-schema-conformant resolvers triggering fallback case.
- Update docker file and add examples
- Add new examples directory
- Update Docker CI image, notably add both asan and tsan toolset
- Add option to use environment variable to easily modify build type for wheel
- Update script for macOS, identical aws version for mac now used like in Linux wheels
- Fix bug regarding data-race because of wrongly moved hash entries (solves crash in notebook)
- Add new GENERALCASEVIOLATION exception to deal with non-conforming resolvers. Necessary, because resolvers that use tracing to determine typing may be not conforming.

[3] Credits:
Leonhard Spiegelberg

v0.3.3

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Release notes for Tuplex v0.3.3:

================================

The Tuplex team is thrilled to announce our next release of the framework to the public! With this release, for the first time we offer a pip package for macOS (Intel). Please find details about the changes in our detailed changelog from v0.3.2 to v0.3.3 below:

[1] Features:
- Add support for boolean operations `and` and `or` as well as `in` and `not in` to tracer. (#113)
- Add isnan, isinf, and isclose for builtin math module (#105)
- Introduce correct merging behavior for exceptions in ParallelizeOperator, new structure to keep group of partitions and more correct merge-in-order behavior. (#101)
- Add serialization/deserialization support for list of tuples, optional list, optional tuple (#92)
Changes to make Tuplex more easily reproducible and obtain all figures of the SIGMOD'21 paper. Adds new master script to drive experimentation. (#71)
- Add `webui` option when constructing Context as alias to `webui.enable`
- Update scripts to be compatible with Python 3.10

[2] Bug Fixes:
- Replace pybind steal calls with borrow
- Fix several refcnt issues for none, true, false
- Fix for key with optional tuplex. prefixing (#69)
- Fix hashing for rows with more complex types
- Fix running tests on a machine with multiple users by prefixing the scratch dir with the user name
- Improve python interpreter detection in cmake
- Remove unused function from test to find python stdlib
- Fix for missing module, or import failure
- Add another mod import fallback
- Add support for typing.Optional[...] type hint and catch errors when extracting type annotations in CSV
- Add another code extract fallback using new ast.unparse feature for python 3.9+
- Fix bug94 by making fallback partitions immortal as well
- Fixes for key setting and aggregateByKey over arbitrary rows (#112)
- Fix pure version based python finding
- Fix nbconvert issue with 7.0a versions by restricting to <7.0
- Fix when multiple llvm versions are present, tries to find llvm9 and llvm6 then
- Remove boto from setup.py, because its dependencies are broken
- Add version fix for empty test
- Add extraction of function source code in shell (#107)
- Prevent deadlock from TraceVisitor.cc when unsupported feature is encountered
- Fix temp dot file bug (#110)
- Fix webui for Ubuntu caused by pymongo bug
- Fix when undefined symbol is present in UDF and symbol name coincides with supported builtin names. (#95)
- Fix macOS wheel issues due to outdated deployment target (#87)

[3] Credits:
Ben Givertz, Rhea Goyal, Yunzhi Shao, Leonhard Spiegelberg

v0.3.2

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Release notes for Tuplex v0.3.2:

Features:

- Add support for for and while loops including unrolling, type speculation and break/continue keywords
- Add preliminary support for reading/writing Apache ORC files
- Add support for builtin iterators iter, zip, enumerate, next, reversed
- Add support for is keyword
- Add list functionality to both Posix and AWS S3 file systems
- Package WebUI with auto-start (requires working installation of MongoDB)
- Add option to package experimental Lambda runner with pip package/wheel
- Add auto-setup functionality for deploying Lambda runner to AWS
- Add support for running Tuplex in Google Colab Notebooks
- Add MacOS wheel
- Switch to PyBind11 from Boost Python

Bug Fixes:

- Auto-unpacking of dictionaries with string keys works now in fallback mode as well
- Test suite now works also when invoked using multiple processes/threads
- Update various links to software in dockerfiles, install scripts
- Fix reference count issues when invoking parallelize on lists
- Fix issue with file output deleting the output directory, changed to validate directory first
- Fix bug where non-conforming rows will crash Tuplex when the majority type is a simple tuple containing var length fields due to a missing type check in parallelize.
- Fix building Tuplex on Ubuntu 20.04, add missing dependencies
- Fix auto-complete bug when using Tuplex in shell mode
- Fix calling len on empty lists
- Fix bug in aggregateByKey where source code was not correctly extracted
- Free local partitions when python context object is destroyed

Committers:

Ben Givertz, Yash Gotmare, Zain Ruan, Malte Schwarzkopf, Yunzhi Shao, Leonhard Spiegelberg, Rahul Yesantharao

v0.3.1

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Release notes for Tuplex v0.3.1:

- Fix startup crash when build with -DBUILD_WITH_AWS=ON and missing AWS credentials
- Use timestamp based dev build credentials

v0.3.0

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initial open source release, version 0.3.0

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