tuplex/tuplex: Tuplex is a parallel big data processing framework that runs data science pipelines written in Python at the speed of compiled code. Tuplex has similar Python APIs to Apache Spark or Dask, but rather than invoking the Python interpreter, Tuplex generates optimized LLVM bytecode for the given pipeline and input data set.

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tuplex's Language Statistics

Star history of tuplex
Issue history of tuplex

tuplex Recent Issues

Issue Title State Comments Created Date Updated Date Closed Date
[BUG] ResolveOperator schema mismatch closed 1 2022-09-22 2022-09-19 2022-09-22
[BUG] reflection should work in pure command mode as well open 0 2022-09-15 2022-09-19 -
[FEATURE] Missing projection pushdown for aggregates open 0 2022-08-25 2022-09-19 -
[BUG] Protobuf 3.20+ broken closed 1 2022-07-20 2022-09-19 2022-07-22
[BUG] MongoDB/WebUI addr on Linux distributions closed 0 2022-07-01 2022-09-19 2022-07-01
[BUG] Make saveAsPDF multi-user friendly closed 0 2022-07-01 2022-09-19 2022-07-01
[BUG] processMemorySourceWithExp attempts to write to non-owned partition open 1 2022-06-29 2022-09-19 -
[BUG] Tuplex fails to parse/run functions defined within shell closed 1 2022-06-29 2022-09-19 2022-07-01
[BUG] take() with limit return too many items in exception case closed 1 2022-05-18 2022-09-19 2022-05-18
[BUG] Tuplex fails to decode the type when calling .unique() for 311 benchmark. closed 4 2022-04-26 2022-09-19 2022-07-07
[CI] Fix Antlr4.10 issue closed 0 2022-04-22 2022-09-19 2022-04-24
[BUG] Crashes when using invalid symbol in UDF closed 0 2022-04-22 2022-09-19 2022-04-24
[BUG] Tuplex failed to infer type after the map column operation closed 0 2022-04-22 2022-09-19 2022-07-07
[BUG] Tuplex crashes in exception resolver when take/collect() is called twice closed 3 2022-04-22 2022-09-29 2022-07-07
Weld benchmarks - Python 3. closed 2 2022-04-19 2022-09-19 2022-04-19
Vulnerable shared libraries might make tuplex vulnerable. Can you help upgrade to patch versions? closed 1 2022-03-31 2022-09-28 2022-07-06
[FEATURE] Create separate branch to store SIGMOD'21 closed 0 2022-02-24 2022-09-19 2022-04-13
[CI] Remove Boost Python in docker scripts open 0 2022-02-16 2022-09-19 -
[FEATURE] Incremental exception handling open 0 2022-01-24 2022-09-19 -
[BUG] Error when importing tuplex 0.3.1 closed 1 2021-11-19 2022-09-19 2022-03-10
[BUG] File output deletes working directory closed 1 2021-11-18 2022-09-19 2021-12-07
[BUG] Parallelize crashes when an exception row does not match normal case varlength schema closed 0 2021-11-15 2022-09-19 2021-12-07
[BUG] Some configuration options broken in Python closed 1 2021-11-15 2022-09-19 2021-11-18
[BUG] Is keyword crash closed 2 2021-11-15 2022-09-19 2021-12-07
[BUG] Reflection breaks when jupyter magics are used open 0 2021-11-04 2022-09-19 -
[FEATURE] add various _repr_html_ for Jupyter notebooks to make the user experience better open 0 2021-11-04 2022-09-19 -
Why not choosing to use MLIR? closed 1 2021-11-04 2022-09-19 2022-07-07
[BUG] None assertion failure closed 1 2021-11-03 2022-09-19 2021-11-03
[BUG] Is memory of IExecutorTask* instances properly freed in LocalBackend.cc? open 0 2021-11-03 2022-09-19 -
[FEATURE] Update LLVM version to 11+, so Tuplex can be built on Apple Silicon open 0 2021-11-02 2022-09-19 -
c = Context() does not work open 3 2021-10-27 2022-09-28 -
[Bug] autocomplete doesn't work properly with prompt-toolkit v2 on MacOS? closed 0 2021-10-26 2022-09-19 2021-10-27
[FEATURE] renameColumn should support integer as first argument closed 1 2021-10-21 2022-09-26 2021-10-25
Ubuntu 20.04 installation issues closed 2 2021-10-21 2022-09-26 2021-10-27
Various building/documentation issues open 7 2021-10-19 2022-09-19 -
[Installation] Add Protobuf as dependency for MacOS/Unix setup in requirements files. closed 0 2021-10-18 2022-09-02 2021-10-18
[BUG] AggregateByKey uses old, deprecated function for source code extraction/reflection closed 0 2021-08-04 2022-09-20 2021-08-04
Question: How to pass tuples with dicts? open 3 2021-07-23 2022-07-19 -
Execution hangs on already taken WebUI port open 1 2021-07-23 2022-09-06 -
Question: Is there a plan to make tuplex appear on the data.table benchmarks? open 1 2021-07-21 2022-09-06 -
Question: can the tuplex compiler be repurposed by other python packages like dask? closed 1 2021-07-20 2022-09-18 2022-07-07
webui configuration option open 6 2021-07-20 2022-08-10 -
installation errors closed 5 2021-07-13 2021-12-17 2021-10-21
SegFault after `c = Context()` closed 2 2021-07-05 2022-09-29 2021-07-06
Tuplex crashes kernel on first startup [MacOS/docker] closed 1 2021-07-05 2022-08-14 2021-07-06