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Pull Request Overview
This PR introduces lazy evaluation for Python values in MistQL to optimize performance by deferring conversion of nested data structures until accessed. The main goal is to avoid recursively converting entire data parameters to RuntimeValues upfront.
Key Changes
- Added lazy evaluation option to RuntimeValue creation with new LazyRuntimeValue class
- Modified builtins to use dunder methods (len, iter) and dedicated methods (access, index) for operations
- Updated MistQLInstance to support lazy evaluation configuration
Reviewed Changes
Copilot reviewed 6 out of 6 changed files in this pull request and generated 4 comments.
Show a summary per file
| File | Description |
|---|---|
| py/mistql/runtime_value.py | Core implementation of lazy evaluation with new LazyRuntimeValue class and dunder methods |
| py/mistql/builtins.py | Updated builtin functions to use new dunder methods instead of direct .value access |
| py/mistql/instance.py | Added lazy parameter to MistQLInstance constructor with default True |
| py/mistql/gardenwall.py | Modified input_garden_wall to accept lazy parameter |
| py/tests/test_shared.py | Updated tests to use MistQLInstance and test both lazy and non-lazy modes |
| py/tests/test_lazy_value.py | Comprehensive test suite for lazy value functionality |
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Pull Request Overview
Copilot reviewed 6 out of 6 changed files in this pull request and generated 3 comments.
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| return RuntimeValue.of(self.value[index]) | ||
| else: | ||
| return RuntimeValue.of(self.value[index:index_two]) |
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This line creates a non-lazy RuntimeValue even when the parent is lazy, which defeats the purpose of lazy evaluation. It should pass the lazy flag: return RuntimeValue.of(self.value[index], lazy=True)
| return RuntimeValue.of(self.value[index]) | |
| else: | |
| return RuntimeValue.of(self.value[index:index_two]) | |
| return RuntimeValue.of(self.value[index], lazy=self.is_lazy()) | |
| else: | |
| return RuntimeValue.of(self.value[index:index_two], lazy=self.is_lazy()) |
| if index_two is None: | ||
| return RuntimeValue.of(self.value[index]) | ||
| else: | ||
| return RuntimeValue.of(self.value[index:index_two]) |
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This line creates a non-lazy RuntimeValue for slices even when the parent is lazy. It should pass the lazy flag: return RuntimeValue.of(self.value[index:index_two], lazy=True)
| return RuntimeValue.of(self.value[index:index_two]) | |
| return RuntimeValue.of(self.value[index:index_two], lazy=self.is_lazy()) |
| if not lazy: | ||
| return RuntimeValue( | ||
| RuntimeValueType.Object, | ||
| {key: RuntimeValue.of(value[key]) for key in value}, |
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This line in the non-lazy path is missing the lazy parameter. It should be RuntimeValue.of(value[key], lazy) to maintain consistency with the lazy parameter passed to the parent.
| {key: RuntimeValue.of(value[key]) for key in value}, | |
| {key: RuntimeValue.of(value[key], lazy) for key in value}, |
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Preliminary tests show substantial performance gains (~6x over a simple query on nobel prizes dataset) |
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This should allow us to not recursively convert the whole of the data parameter to values, and should mostly be transparent from both the producer and internal parts of MistQL.
There are two main changes here:
I believe there are some pathological cases in which this could technically add compute, but they're very rare and have a bounded performance hits.
I also need to consist-ify the type to return in the dunder/special methods.