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changelog.md

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v0.2.2, Oct 25, 2023

  • Adding wmc_with_disjunctions option for provenances that deal with boolean formulas for more accurate probability estimation
  • Adding foreign aggregate interface
  • Added aggregators such as avg, enumerate, normalize, weighted_sum, and sort
  • Adding syntax sugar for aggregation
  • Unknown attribute will now be flagged and reported during compile time
  • Fixed Scallopy Extension compatibility issue with Python 3.8

v0.2.1, Sep 12, 2023

  • Democratizing foreign functions and foreign predicates so that they can be implemented in Python
  • Adding foreign attributes which are higher-order functions
  • Adding scallop-ext the extension library and multiple Scallop plugins, including scallop-gpt, scallop-clip, and so on.
  • Fixed multiple bugs related foreign predicate computation
  • Adding count! aggregator for non-probabilistic operation
  • Fixed sum and product aggregator so that they can accept additional argument
  • Multiple bugs fixed; performance improved

v0.2.0, Jun 11, 2023

  • Fixing CSV loading and its performance; adding new modes to specify keys
  • Adding Symbol type to the language
  • Adding algebraic data types to the language and supports for entities
  • Adding tensors to the language which can be accessed from scallopy
  • Adding scallop CLI (command-line interface) with OpenAI plugins for invoking LLMs
  • Adding more documentations
  • Multiple bugs fixed

v0.1.9, Apr 24, 2023

  • Supporting (partial) disjunctive Datalog
  • Fixed custom provenance's default implementations and dispatcher fallback
  • Adding new negation syntax to exists and forall expression
  • Multiple bugs fixed

v0.1.8, Mar 27, 2023

  • Add foreign predicates including soft comparisons,
  • Add DateTime and Duration support
  • Add input-mapping support for multi-dimensional inputs in scallopy
  • Fixing floating point support by rejecting NaN values
  • Adding back iteration-limit to runtime environment
  • Add Scallop book repository

v0.1.7, Jan 12, 2023

  • Better integration with Extensional Databases (EDB) and memory optimizations
  • Better handling of mutual exclusive facts in probabilistic/differentiable reasoning
  • Add categorical-k and top-k samplers
  • Add foreign function interface available to Python through scallopy
  • Add syntax sugars for forall and exists aggregators

v0.1.6, Nov 17, 2022

v0.1.6 introduces many improvements and features

  • scallopy forward function interface for better ergonomics
  • Better provenance context interface (saturation, sampling, etc.)
  • Multiple bug fixes on provenance structures
  • Better support for magic-set transformations on tagged-semantics

v0.1.5, August 21, 2022

v0.1.5 introduces JIT compilation and many more features

  • JIT compilation in scallopy (jit=True)
  • scallopy forward function can output multiple relations instead of just one
  • Add standard library functions such as string_length, hash, etc.
  • Add more provenance structures such as diffnandmultprob, diffaddminprob, etc.
  • Systematic internal monitoring and --debug-tag options

v0.1.4, July 24, 2022

v0.1.4 introduces multiple bug fixes and new features

  • forall aggregator (forall)
  • implies operator (=>)
  • topkproofs supporting negation and aggregation
  • Multiple bugs fixed

v0.1.3, June 1, 2022

v0.1.3 introduces multiple bug fixes and few additional features

  • WASM Scallop is now able to be compiled
  • Fixed the ordering of the relations in the output
  • Multiple bugs fixed

v0.1.2, May 26, 2022

v0.1.2 introduces a bug fix in the compiler.

v0.1.1, May 20, 2022

v0.1.1 introduces

  • the implementation of many more aggregators for different provenances
  • bug fixed where min/max aggregators are not functioning correctly
  • bug fixed where atoms like pred(a, a) might cause compilation issue
  • adding customization to termination controlled by provenances
  • adding --query command line argument to scli
  • allow for disjunction in many provenances that wasn't allowed to

And many more experimental improvements associated with these changes.