Main - #3
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Introduces a standalone batch evaluation script under benches/evaluate.rs for the rust-fuzzylogic crate, allowing grid and CSV input evaluation. Removes the empty tests/end_to_end.rs file.
Changed repository and homepage URLs in Cargo.toml and README.md to point to the correct GitHub user. Removed the 'end_to_end' test from Cargo.toml. Added a new batch evaluation script under benches/evaluate.rs for evaluating fuzzy systems over grids or CSV inputs. Fixed import order in several modules for consistency.
updated faulty logic of defuzz.rs, rulespace.rs, aggregate.rs where the Rules would be erased after borrow and fixed mamdani_test.rs accordingly.
Deleting unnecessary bloat files
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User description
fundamental logic fixes, prepared crate metadata for publication
PR Type
Enhancement, Bug fix, Tests, Documentation
Description
• Complete implementation of a Rust fuzzy logic library with Mamdani inference system
• Added comprehensive membership functions (Gaussian, triangular, trapezoidal) with validation
• Implemented fuzzy operators with multiple families (Min-Max, Product, Łukasiewicz)
• Created rule evaluation system with antecedent AST and Min-Max operators
• Added aggregation and defuzzification methods with centroid of area algorithm
• Fixed API consistency issues: renamed
defuzzificatetodefuzzify, updated function signatures to use references• Added comprehensive error handling system with context-specific error types
• Included end-to-end integration tests and batch evaluation benchmarks
• Generated complete documentation with search functionality
• Prepared crate metadata for publication with proper module structure
Diagram Walkthrough
File Walkthrough
18 files
evaluate.rs
Batch evaluation benchmark script for fuzzy systemstarget/package/rust-fuzzylogic-0.1.0/benches/evaluate.rs
• Added comprehensive batch evaluation script for fuzzy systems
•
Implements CLI interface for grid-based or CSV-based input evaluation
• Includes system construction with temperature input and fan/pump
speed outputs
• Provides command-line argument parsing for
customizable evaluation parameters
antecedent.rs
Antecedent evaluation system with Min-Max operatorstarget/package/rust-fuzzylogic-0.1.0/src/antecedent.rs
• Implements antecedent AST for fuzzy rule evaluation
• Provides
eval_antecedentfunction using Min-Max operator family• Supports AND,
OR, NOT, and atomic predicates in rule antecedents
• Includes
comprehensive unit tests for antecedent behavior
variable.rs
Crisp variable implementation with fuzzy termstarget/package/rust-fuzzylogic-0.1.0/src/variable.rs
• Defines
Variablestruct with domain bounds and named fuzzy terms•
Implements term insertion with duplicate prevention and validation
•
Provides membership evaluation by term name with domain checking
•
Includes comprehensive unit tests for variable API
ops.rs
Fuzzy logic operators with multiple family implementationstarget/package/rust-fuzzylogic-0.1.0/src/ops.rs
• Defines
FuzzyOpstrait for T-norm, S-norm, and complement operations• Implements multiple operator families (Min-Max, Product,
Łukasiewicz)
• Provides both feature-gated static and dynamic operator
implementations
• Includes unit tests for all operator family
behaviors
sampler.rs
Uniform domain sampling implementationtarget/package/rust-fuzzylogic-0.1.0/src/sampler.rs
• Implements
Samplertrait andUniformSamplerstruct• Provides
uniform domain sampling with configurable point count
• Includes
validation for minimum sample size and finite bounds
• Contains
comprehensive unit tests for sampling behavior
mamdani.rs
Mamdani fuzzy rule implementationtarget/package/rust-fuzzylogic-0.1.0/src/mamdani.rs
• Implements Mamdani rule structure with antecedent and consequent
•
Provides rule activation and implication methods
• Supports
feature-gated Mamdani inference engine
• Uses clipping implication
with uniform sampling
trapezoidal.rs
Trapezoidal membership function implementationtarget/package/rust-fuzzylogic-0.1.0/src/membership/trapezoidal.rs
• Implements trapezoidal membership function with four control points
• Provides parameter validation ensuring proper ordering
• Includes
membership evaluation with slope calculations
• Contains unit tests
for trapezoidal function behavior
triangular.rs
Triangular membership function implementationtarget/package/rust-fuzzylogic-0.1.0/src/membership/triangular.rs
• Implements triangular membership function with three control points
• Provides parameter validation and membership evaluation
• Uses slope
helper function for linear interpolation
• Includes comprehensive unit
tests
rulespace.rs
Fuzzy rule space container implementationtarget/package/rust-fuzzylogic-0.1.0/src/rulespace.rs
• Implements container for fuzzy variables, rules, and membership data
• Provides aggregation and defuzzification methods
• Uses
std::mem::takefor rule ownership management• Includes rule addition
functionality
error.rs
Comprehensive error handling systemtarget/package/rust-fuzzylogic-0.1.0/src/error.rs
• Defines comprehensive error types for fuzzy logic operations
•
Implements
DisplayandErrortraits for proper error handling•
Provides
MissingSpaceenum for context-specific errors• Includes unit
tests for error message formatting
gaussian.rs
Gaussian membership function implementationtarget/package/rust-fuzzylogic-0.1.0/src/membership/gaussian.rs
• Implements Gaussian membership function with mean and standard
deviation
• Provides validation for positive standard deviation values
• Pre-calculates constants for performance optimization
• Includes
unit tests for Gaussian function behavior
term.rs
Term wrapper for labeled membership functionstarget/package/rust-fuzzylogic-0.1.0/src/term.rs
• Implements
Termwrapper for labeled membership functions• Uses
boxed trait objects for dynamic membership function storage
• Provides
name accessor and evaluation delegation
• Includes unit tests for term
functionality
mod.rs
Membership function trait and utilitiestarget/package/rust-fuzzylogic-0.1.0/src/membership/mod.rs
• Defines
MembershipFntrait for membership function evaluation•
Provides validation helpers for parameter ordering
• Implements slope
calculation utility function
• Re-exports membership function types
for convenience
aggregate.rs
Rule aggregation with pointwise maximumtarget/package/rust-fuzzylogic-0.1.0/src/aggregate.rs
• Implements rule aggregation using pointwise maximum combination
•
Provides
elements_maxhelper for membership vector combination•
Processes all rules to build output membership functions
• Uses
HashMap for efficient consequent variable grouping
defuzz.rs
Centroid defuzzification implementationtarget/package/rust-fuzzylogic-0.1.0/src/defuzz.rs
• Implements centroid of area defuzzification method
• Processes
aggregated membership samples into crisp outputs
• Uses uniform step
calculation across variable domains
• Returns HashMap mapping variable
names to defuzzified values
prelude.rs
Prelude module for convenient importstarget/package/rust-fuzzylogic-0.1.0/src/prelude.rs
• Provides convenient re-exports for common fuzzy logic types
•
Includes core scalar types, error handling, and membership functions
•
Re-exports fuzzy operators and sampling functionality
• Simplifies
imports for library users
lib.rs
Main library module with feature configurationtarget/package/rust-fuzzylogic-0.1.0/src/lib.rs
• Declares all library modules and public interfaces
• Implements
conditional compilation for float precision features
• Provides type
aliases for
Floatbased on feature flags• Includes optional serde
support for serialization
search-92309212.js
Add comprehensive documentation search JavaScript functionalitytarget/doc/static.files/search-92309212.js
• Added complete JavaScript search functionality for Rust
documentation
• Implemented fuzzy search algorithms with edit distance
calculations
• Added type signature matching and filtering
capabilities
• Included search result rendering and navigation
features
2 files
mamdani_tests.rs
End-to-end Mamdani inference integration testtarget/package/rust-fuzzylogic-0.1.0/tests/mamdani_tests.rs
• Adds end-to-end integration test for Mamdani fuzzy inference
• Tests
complete pipeline from variable creation to defuzzification
• Uses
temperature control system with fan and pump speed outputs
• Validates
aggregation and defuzzification functionality
mamdani_tests.rs
Test updates for API compatibilitytests/mamdani_tests.rs
• Renamed test function from
implication_to_defuzz_testtoend_to_end_test• Updated function calls to use references for
aggregationanddefuzzification• Maintained existing test logic and
assertions
• Fixed API compatibility with updated function signatures
3 files
rulespace.rs
RuleSpace API improvements and validation fixessrc/rulespace.rs
• Fixed constructor to return
Resultwith validation for empty inputs• Changed
defuzzificatemethod name todefuzzifyfor consistency•
Updated method signatures to use references instead of owned values
•
Renamed
myufield toagg_membershipsfor claritydefuzz.rs
Defuzzification function signature and naming improvementssrc/defuzz.rs
• Updated function signature to use reference instead of owned HashMap
• Renamed variables from
myutoagg_membershipsfor clarity• Fixed
result insertion to use
to_string()for key conversion• Maintained
centroid of area defuzzification algorithm
aggregate.rs
Aggregation function signature improvementssrc/aggregate.rs
• Changed
rulesparameter from ownedVecto slice reference&[Rule]•
Updated
samplerparameter to use reference&UniformSampler•
Maintained existing aggregation logic and functionality
• Improved
memory efficiency by avoiding unnecessary moves
1 files
librust_fuzzylogic-0c4832f285c69729.rmeta
Compiled Rust library metadata file additiontarget/debug/deps/librust_fuzzylogic-0c4832f285c69729.rmeta
• Added compiled Rust metadata file for the fuzzy logic library
•
Contains binary metadata for crate dependencies and module structure
•
Includes serialized information about membership functions, variables,
terms, and error handling
2 files
SourceSerif4-LICENSE-a2cfd9d5.md
Font license documentation for SourceSerif4target/doc/static.files/SourceSerif4-LICENSE-a2cfd9d5.md
• Added SIL Open Font License Version 1.1 for SourceSerif4 font
•
Contains copyright information for Adobe's Source font family
•
Includes complete license terms and conditions for font usage
index.html
Add membership module documentation HTML pagetarget/doc/rust_fuzzylogic/membership/index.html
• Added HTML documentation page for the membership module
• Included
navigation sidebar with module structure
• Added re-exports for
GaussianandTriangularmembership functions• Listed submodules:
gaussian, trapezoidal, triangular
101 files