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Moved conversion to Foo.__init__ from MetaFoo.__call__. #524
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patrick-kidger
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Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
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This is necessary to allow downstream libraries, like jaxtyping, to monkey-patch in their own checks.
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patrick-kidger
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Sep 28, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
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Oct 4, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
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Oct 4, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
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Oct 4, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
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Oct 5, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
added a commit
to patrick-kidger/jaxtyping
that referenced
this pull request
Oct 5, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
added a commit
to patrick-kidger/jaxtyping
that referenced
this pull request
Oct 5, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
added a commit
to patrick-kidger/jaxtyping
that referenced
this pull request
Oct 9, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
patrick-kidger
added a commit
to patrick-kidger/jaxtyping
that referenced
this pull request
Oct 10, 2023
Previously, using the import hook with dataclasses resulted in the `__init__` method of the dataclass being checked. This was undesirable when using `eqx.field(converter=...)`, as the annotation didn't necessarily reflect the argument type. A typical example was ```python class Foo(eqx.Module): x: jax.Array = eqx.field(converter=jnp.ndarray) Foo(1) # 1 is not an array! But this code is valid. ``` After this change, we instead monkey-patch our checks to happen at the end of the `__init__` of the dataclass -- after conversion has run. Note that this requires patrick-kidger/equinox#524. Otherwise, Equinox does conversion too late (in `_ModuleMeta.__call__`, after `__init__` has been run).
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This is necessary to allow downstream libraries, like jaxtyping, to
monkey-patch in their own checks.