saulshanabrook

saulshanabrook

saulshanabrook

$ cat ~/.codex/skills/scientific-method-debugging/agents/openai.yaml
interface:
  display_name: "Scientific Method Debugging"
  short_description: "Falsifiable debugging loop"
  default_prompt: "Use $scientific-method-debugging to investigate this bug with observation, competing hypotheses, falsifiable probes, and regression-checked fixes."
$ cat ~/.codex/skills/scientific-method-debugging/SKILL.md
---
name: scientific-method-debugging
description: Run an evidence-first scientific debugging loop for debugging, performance analysis, semantic drift, or codebase comparisons. Use when a user wants claims backed by actual runs, when multiple plausible causes exist, when a bug needs to be shrunk to the smallest repro, or when fixes should be accepted only if they flip the target case without regressing a known comparison set.
---

saulshanabrook

city,month,month_num,temp_low,temp_high,precip_days,precip_inches,sunshine_hours,latitude,longitude
Seattle,Jan,0,37,47,18,5.55,69,47.608013,-122.335167
Seattle,Feb,1,37,50,14,3.46,108,47.608013,-122.335167
Seattle,Mar,2,39,54,16,3.7,178,47.608013,-122.335167
Seattle,Apr,3,42,58,14,2.68,207,47.608013,-122.335167
Seattle,May,4,47,65,12,1.93,253,47.608013,-122.335167
Seattle,Jun,5,52,70,9,1.54,268,47.608013,-122.335167
Seattle,Jul,6,56,76,5,0.67,312,47.608013,-122.335167
Seattle,Aug,7,56,76,4,0.87,281,47.608013,-122.335167
Seattle,Sep,8,52,71,7,1.42,221,47.608013,-122.335167

saulshanabrook

(sort egglog.exp.array_api.RecursiveValue)
(sort egglog.exp.array_api.NDArray)
(constructor egglog_exp_array_api_NDArray_to_recursive_value (egglog.exp.array_api.NDArray) egglog.exp.array_api.RecursiveValue)
(constructor egglog_exp_array_api_vecdot (egglog.exp.array_api.NDArray egglog.exp.array_api.NDArray) egglog.exp.array_api.NDArray :unextractable)
(constructor egglog_exp_array_api_NDArray___init__ (egglog.exp.array_api.RecursiveValue) egglog.exp.array_api.NDArray)
(sort egglog.builtins.Vec[egglog.exp.array_api.RecursiveValue] (Vec egglog.exp.array_api.RecursiveValue))
(constructor egglog_exp_array_api_RecursiveValue_vec (egglog.builtins.Vec[egglog.exp.array_api.RecursiveValue]) egglog.exp.array_api.RecursiveValue)
(sort egglog.exp.array_api.Value)
(constructor egglog_exp_array_api_RecursiveValue___init__ (egglog.exp.array_api.Value) egglog.exp.array_api.RecursiveValue)
(sort egglog.exp.array_api.Int)

saulshanabrook

{
  "$schema": "https://json-schema.org/draft/2020-12/schema",
  "title": "Array_of_GenericCommand",
  "type": "array",
  "items": {
    "$ref": "#/$defs/GenericCommand"
  },
  "$defs": {
    "GenericCommand": {
      "description": "A [`Command`] is the top-level construct in egglog.\nIt includes defining rules, declaring functions,\nadding to tables, and running rules (via a [`Schedule`]).",

saulshanabrook

diff --git a/src/mlir_egglog/jit_engine.py b/src/mlir_egglog/jit_engine.py
index de9ac2f..e3b3aa0 100644
--- a/src/mlir_egglog/jit_engine.py
+++ b/src/mlir_egglog/jit_engine.py
@@ -10,7 +10,6 @@ from egglog import RewriteOrRule, Ruleset
 import llvmlite.binding as llvm
 
 from mlir_egglog.llvm_runtime import (
-    create_execution_engine,
     init_llvm,

saulshanabrook

$ pytest -vvv tests
==================================================================================================================== test session starts =====================================================================================================================
platform darwin -- Python 3.12.3, pytest-8.3.5, pluggy-1.5.0 -- /usr/local/Caskroom/miniconda/base/envs/mlir-egglog/bin/python3.12
cachedir: .pytest_cache
rootdir: /Users/saul/p/mlir-egglog
configfile: pyproject.toml
collected 15 items

tests/test_basic_expressions.py::TestBasicExpressions::test_arithmetic_expression PASSED                                                                                                                                                               [  6%]
tests/test_basic_expressions.py::TestBasicExpressions::test_constants_and_sqrt PASSED                                                                                                                                                                  [ 13%]

saulshanabrook

UV Run

$ uv run pytest -x tests
==================================================================================== test session starts ====================================================================================
platform darwin -- Python 3.12.5, pytest-8.3.5, pluggy-1.5.0
rootdir: /Users/saul/p/mlir-egglog
configfile: pyproject.toml
collected 15 items                                                                                                                                                                          

saulshanabrook

$ git diff
diff --git a/src/mlir_egglog/mlir_backend.py b/src/mlir_egglog/mlir_backend.py
index 6ab6867..91f3f53 100644
--- a/src/mlir_egglog/mlir_backend.py
+++ b/src/mlir_egglog/mlir_backend.py
@@ -49,6 +49,7 @@ COMMON_INITIAL_OPTIONS = (
     "-convert-vector-to-scf",
     "-convert-linalg-to-loops",
     "-lower-affine",
+    "--convert-arith-to-llvm",