runmat-runtime 0.4.1

Core runtime for RunMat with builtins, BLAS/LAPACK integration, and execution APIs
Documentation
{
  "title": "eq",
  "category": "logical/rel",
  "keywords": [
    "eq",
    "==",
    "equality",
    "logical comparison",
    "gpuArray equality"
  ],
  "summary": "Element-wise equality comparison for scalars, arrays, strings, and gpuArray inputs.",
  "references": [],
  "gpu_support": {
    "elementwise": true,
    "reduction": false,
    "precisions": [
      "f32",
      "f64"
    ],
    "broadcasting": "matlab",
    "notes": "Uses provider elem_eq kernels when available; otherwise inputs gather back to host memory transparently."
  },
  "fusion": {
    "elementwise": true,
    "reduction": false,
    "max_inputs": 2,
    "constants": "inline"
  },
  "requires_feature": "wgpu",
  "tested": {
    "unit": "builtins::logical::rel::eq::tests",
    "integration": "builtins::logical::rel::eq::tests::eq_gpu_provider_roundtrip",
    "gpu": "builtins::logical::rel::eq::tests::eq_wgpu_matches_host"
  },
  "description": "`eq(A, B)` (or the infix `A == B`) performs an element-wise equality comparison. The result is a logical scalar when the broadcasted shape contains one element, or a logical array otherwise.",
  "behaviors": [
    "Numeric, logical, and character inputs are compared element-wise using MATLAB's implicit expansion rules.",
    "Complex numbers are equal only when both their real and imaginary parts match.",
    "Character arrays compare by Unicode code point; you can mix them with numeric arrays (`'A' == 65`) or strings.",
    "String scalars and string arrays compare lexically; implicit expansion works across the string dimensions.",
    "Handle objects compare by identity rather than by structural equality.",
    "Mixed numeric/string inputs raise MATLAB-compatible type errors."
  ],
  "examples": [
    {
      "description": "Check If Two Scalars Are Equal",
      "input": "flag = eq(42, 42)",
      "output": "flag =\n     1"
    },
    {
      "description": "Compare Two Vectors Element-Wise",
      "input": "A = [1 2 3 4];\nB = [1 0 3 5];\nmask = eq(A, B)",
      "output": "mask =\n  1×4 logical array\n     1     0     1     0"
    },
    {
      "description": "Apply Equality With Implicit Expansion",
      "input": "M = [1 2 3; 4 5 6];\nsel = eq(M, 2)",
      "output": "sel =\n  2×3 logical array\n     0     1     0\n     0     0     0"
    },
    {
      "description": "Compare Character Data To Numeric Codes",
      "input": "letters = ['A' 'B' 'C'];\nisA = eq(letters, 65)",
      "output": "isA =\n  1×3 logical array\n     1     0     0"
    },
    {
      "description": "Compare String Arrays To A Scalar String",
      "input": "names = [\"alice\" \"bob\" \"alice\"];\nmatches = eq(names, \"alice\")",
      "output": "matches =\n  1×3 logical array\n     1     0     1"
    },
    {
      "description": "Run `eq` Directly On `gpuArray` Inputs",
      "input": "G1 = gpuArray([1 2 3]);\nG2 = gpuArray([1 0 3]);\ndeviceResult = eq(G1, G2)\nhostResult = gather(deviceResult)",
      "output": "deviceResult =\n  1  0  1\nhostResult =\n  1  0  1"
    }
  ],
  "faqs": [
    {
      "question": "Does `eq` return logical values?",
      "answer": "Yes. Scalars return `true` or `false`. Arrays return logical arrays, and `gpuArray` inputs return `gpuArray` logical outputs."
    },
    {
      "question": "How are NaN values treated?",
      "answer": "`NaN == NaN` evaluates to `false`, matching MATLAB's behaviour."
    },
    {
      "question": "Can I compare complex numbers with `eq`?",
      "answer": "Yes. Both the real and imaginary parts must match for the comparison to return `true`."
    },
    {
      "question": "Are character vectors treated as numbers or text?",
      "answer": "Both: they compare numerically (character code) against numeric inputs, and textually when compared to strings or other character arrays."
    },
    {
      "question": "What happens when I mix numeric and string inputs?",
      "answer": "RunMat raises a MATLAB-compatible error describing the unsupported type combination."
    },
    {
      "question": "Do handle objects compare by value?",
      "answer": "No. Handles compare by identity: two handles are equal only when they reference the same underlying object."
    },
    {
      "question": "Does implicit expansion apply to string arrays?",
      "answer": "Yes. String arrays support MATLAB-style implicit expansion, so you can compare against scalar strings without manual replication."
    },
    {
      "question": "Can I chain `eq` inside fused GPU expressions?",
      "answer": "Yes. The builtin registers element-wise fusion metadata so the planner can fuse comparisons with surrounding GPU-friendly operations."
    }
  ],
  "links": [
    {
      "label": "ge",
      "url": "./ge"
    },
    {
      "label": "gt",
      "url": "./gt"
    },
    {
      "label": "isequal",
      "url": "./isequal"
    },
    {
      "label": "le",
      "url": "./le"
    },
    {
      "label": "lt",
      "url": "./lt"
    },
    {
      "label": "ne",
      "url": "./ne"
    }
  ],
  "source": {
    "label": "`crates/runmat-runtime/src/builtins/logical/rel/eq.rs`",
    "url": "https://github.com/runmat-org/runmat/blob/main/crates/runmat-runtime/src/builtins/logical/rel/eq.rs"
  },
  "gpu_residency": "You usually do **not** need to call `gpuArray` explicitly. RunMat's native auto-offload planner keeps intermediate results on the GPU when fused expressions benefit from device execution. Explicit `gpuArray` and `gather` calls remain available for compatibility with MATLAB code that manages residency manually.",
  "gpu_behavior": [
    "When both operands are `gpuArray` values and the active acceleration provider implements the `elem_eq` hook, RunMat executes the comparison entirely on the device and returns a `gpuArray` logical result. If the provider does not expose this hook, the runtime gathers the inputs to host memory automatically and performs the CPU comparison instead of failing."
  ]
}