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Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
'''
Functional audits for our "capability based messaging (schema)" feats.
B~)
'''
from typing import (
Any,
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
_GenericAlias,
Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
Type,
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
Union,
Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
)
from contextvars import (
Context,
)
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
# from inspect import Parameter
from msgspec import (
structs,
msgpack,
# defstruct,
Struct,
ValidationError,
)
Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
import tractor
from tractor.msg import (
_def_msgspec_codec,
_ctxvar_MsgCodec,
NamespacePath,
MsgCodec,
mk_codec,
apply_codec,
current_msgspec_codec,
)
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
from tractor.msg.types import (
PayloadT,
Msg,
# Started,
mk_msg_spec,
)
Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
import trio
# TODO: wrap these into `._codec` such that user can just pass
# a type table of some sort?
def enc_hook(obj: Any) -> Any:
if isinstance(obj, NamespacePath):
return str(obj)
else:
raise NotImplementedError(
f'Objects of type {type(obj)} are not supported'
)
def dec_hook(type: Type, obj: Any) -> Any:
print(f'type is: {type}')
if type is NamespacePath:
return NamespacePath(obj)
else:
raise NotImplementedError(
f'Objects of type {type(obj)} are not supported'
)
def ex_func(*args):
print(f'ex_func({args})')
def mk_custom_codec() -> MsgCodec:
# apply custom hooks and set a `Decoder` which only
# loads `NamespacePath` types.
nsp_codec: MsgCodec = mk_codec(
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
ipc_msg_spec=NamespacePath,
Proto `MsgCodec`, an interchange fmt modify API Fitting in line with the issues outstanding: - #36: (msg)spec-ing out our SCIPP (structured-con-inter-proc-prot). (https://github.com/goodboy/tractor/issues/36) - #196: adding strictly typed IPC msg dialog schemas, more or less better described as "dialog/transaction scoped message specs" using `msgspec`'s tagged unions and custom codecs. (https://github.com/goodboy/tractor/issues/196) - #365: using modern static type-annots to drive capability based messaging and RPC. (statically https://github.com/goodboy/tractor/issues/365) This is a first draft of a new API for dynamically overriding IPC msg codecs for a given interchange lib from any task in the runtime. Right now we obviously only support `msgspec` but ideally this API holds general enough to be used for other backends eventually (like `capnproto`, and apache arrow). Impl is in a new `tractor.msg._codec` with: - a new `MsgCodec` type for encapsing `msgspec.msgpack.Encoder/Decoder` pairs and configuring any custom enc/dec_hooks or typed decoding. - factory `mk_codec()` for creating new codecs ad-hoc from a task. - `contextvars` support for a new `trio.Task` scoped `_ctxvar_MsgCodec: ContextVar[MsgCodec]` named 'msgspec_codec'. - `apply_codec()` for temporarily modifying the above per task as needed around `.open_context()` / `.open_stream()` operation. A new test (suite) in `test_caps_msging.py`: - verify a parent and its child can enable the same custom codec (in this case to transmit `NamespacePath`s) with tons of pedantic ctx-vars checks. - ToDo: still need to implement #36 msg types in order to be able to get decodes working (as in `MsgStream.receive()` will deliver an already created `NamespacePath` obj) since currently all msgs come packed in `dict`-msg wrapper packets.. -> use the proto from PR #35 to get nested `msgspec.Raw` processing up and running Bo
2024-03-26 19:50:47 +00:00
enc_hook=enc_hook,
dec_hook=dec_hook,
)
# TODO: validate `MsgCodec` interface/semantics?
# -[ ] simple field tests to ensure caching + reset is workin?
# -[ ] custom / changing `.decoder()` calls?
#
# dec = nsp_codec.decoder(
# types=NamespacePath,
# )
# assert nsp_codec.dec is dec
return nsp_codec
@tractor.context
async def send_back_nsp(
ctx: tractor.Context,
) -> None:
'''
Setup up a custom codec to load instances of `NamespacePath`
and ensure we can round trip a func ref with our parent.
'''
task: trio.Task = trio.lowlevel.current_task()
task_ctx: Context = task.context
assert _ctxvar_MsgCodec not in task_ctx
nsp_codec: MsgCodec = mk_custom_codec()
with apply_codec(nsp_codec) as codec:
chk_codec_applied(
custom_codec=nsp_codec,
enter_value=codec,
)
nsp = NamespacePath.from_ref(ex_func)
await ctx.started(nsp)
async with ctx.open_stream() as ipc:
async for msg in ipc:
assert msg == f'{__name__}:ex_func'
# TODO: as per below
# assert isinstance(msg, NamespacePath)
assert isinstance(msg, str)
def chk_codec_applied(
custom_codec: MsgCodec,
enter_value: MsgCodec,
) -> MsgCodec:
task: trio.Task = trio.lowlevel.current_task()
task_ctx: Context = task.context
assert _ctxvar_MsgCodec in task_ctx
curr_codec: MsgCodec = task.context[_ctxvar_MsgCodec]
assert (
# returned from `mk_codec()`
custom_codec is
# yielded value from `apply_codec()`
enter_value is
# read from current task's `contextvars.Context`
curr_codec is
# public API for all of the above
current_msgspec_codec()
# the default `msgspec` settings
is not _def_msgspec_codec
)
def test_codec_hooks_mod():
'''
Audit the `.msg.MsgCodec` override apis details given our impl
uses `contextvars` to accomplish per `trio` task codec
application around an inter-proc-task-comms context.
'''
async def main():
task: trio.Task = trio.lowlevel.current_task()
task_ctx: Context = task.context
assert _ctxvar_MsgCodec not in task_ctx
async with tractor.open_nursery() as an:
p: tractor.Portal = await an.start_actor(
'sub',
enable_modules=[__name__],
)
# TODO: 2 cases:
# - codec not modified -> decode nsp as `str`
# - codec modified with hooks -> decode nsp as
# `NamespacePath`
nsp_codec: MsgCodec = mk_custom_codec()
with apply_codec(nsp_codec) as codec:
chk_codec_applied(
custom_codec=nsp_codec,
enter_value=codec,
)
async with (
p.open_context(
send_back_nsp,
) as (ctx, first),
ctx.open_stream() as ipc,
):
# ensure codec is still applied across
# `tractor.Context` + its embedded nursery.
chk_codec_applied(
custom_codec=nsp_codec,
enter_value=codec,
)
assert first == f'{__name__}:ex_func'
# TODO: actually get the decoder loading
# to native once we spec our SCIPP msgspec
# (structurred-conc-inter-proc-protocol)
# implemented as per,
# https://github.com/goodboy/tractor/issues/36
#
# assert isinstance(first, NamespacePath)
assert isinstance(first, str)
await ipc.send(first)
with trio.move_on_after(1):
async for msg in ipc:
# TODO: as per above
# assert isinstance(msg, NamespacePath)
assert isinstance(msg, str)
await p.cancel_actor()
trio.run(main)
Init def of "SC shuttle prot" with "msg-spec-limiting" As per the long outstanding GH issue this starts our rigorous journey into an attempt at a type-safe, cross-actor SC, IPC protocol Bo boop -> https://github.com/goodboy/tractor/issues/36 The idea is to "formally" define our SC "shuttle (dialog) protocol" by specifying a new `.msg.types.Msg` subtype-set which can fully encapsulate all IPC msg schemas needed in order to accomplish cross-process SC! The msg set deviated a little in terms of (type) names from the existing `dict`-msgs currently used in the runtime impl but, I think the name changes are much better in terms of explicitly representing the internal semantics of the actor runtime machinery/subsystems and the IPC-msg-dialog required for SC enforced RPC. ------ - ------ In cursory, the new formal msgs-spec includes the following msg-subtypes of a new top-level `Msg` boxing type (that holds the base field schema for all msgs): - `Start` to request RPC task scheduling by passing a `FuncSpec` payload (to replace the currently used `{'cmd': ... }` dict msg impl) - `StartAck` to allow the RPC task callee-side to report a `IpcCtxSpec` payload immediately back to the caller (currently responded naively via a `{'functype': ... }` msg) - `Started` to deliver the first value from `Context.started()` (instead of the existing `{'started': ... }`) - `Yield` to shuttle `MsgStream.send()`-ed values (instead of our `{'yield': ... }`) - `Stop` to terminate a `Context.open_stream()` session/block (over `{'stop': True }`) - `Return` to deliver the final value from the `Actor.start_remote_task()` (which is a `{'return': ... }`) - `Error` to box `RemoteActorError` exceptions via a `.pld: ErrorData` payload, planned to replace/extend the current `RemoteActorError.msgdata` mechanism internal to `._exceptions.pack/unpack_error()` The new `tractor.msg.types` includes all the above msg defs as well an API for rendering a "payload type specification" using a `payload_type_spec: Union[Type]` that can be passed to `msgspec.msgpack.Decoder(type=payload_type_spec)`. This ensures that (for a subset of the above msg set) `Msg.pld: PayloadT` data is type-parameterized using `msgspec`'s new `Generic[PayloadT]` field support and thus enables providing for an API where IPC `Context` dialogs can strictly define the allowed payload-datatype-set via type union! Iow, this is the foundation for supporting `Channel`/`Context`/`MsgStream` IPC primitives which are type checked/safe as desired in GH issue: - https://github.com/goodboy/tractor/issues/365 Misc notes on current impl(s) status: ------ - ------ - add a `.msg.types.mk_msg_spec()` which uses the new `msgspec` support for `class MyStruct[Struct, Generic[T]]` parameterize-able fields and delivers our boxing SC-msg-(sub)set with the desired `payload_types` applied to `.pld`: - https://jcristharif.com/msgspec/supported-types.html#generic-types - as a note this impl seems to need to use `type.new_class()` dynamic subtype generation, though i don't really get *why* still.. but without that the `msgspec.msgpack.Decoder` doesn't seem to reject `.pld` limited `Msg` subtypes as demonstrated in the new test. - around this ^ add a `.msg._codec.limit_msg_spec()` cm which exposes this payload type limiting API such that it can be applied per task via a `MsgCodec` in app code. - the orig approach in https://github.com/goodboy/tractor/pull/311 was the idea of making payload fields `.pld: Raw` wherein we could have per-field/sub-msg decoders dynamically loaded depending on the particular application-layer schema in use. I don't want to lose the idea of this since I think it might be useful for an idea I have about capability-based-fields(-sharing, maybe using field-subset encryption?), and as such i've kept the (ostensibly) working impls in TODO-comments in `.msg._codec` wherein maybe we can add a `MsgCodec._payload_decs: dict` table for this later on. |_ also left in the `.msg.types.enc/decmsg()` impls but renamed as `enc/dec_payload()` (but reworked to not rely on the lifo codec stack tables; now removed) such that we can prolly move them to `MsgCodec` methods in the future. - add an unused `._codec.mk_tagged_union_dec()` helper which was originally factored out the #311 proto-code but didn't end up working as desired with the new parameterized generic fields approach (now in `msg.types.mk_msg_spec()`) Testing/deps work: ------ - ------ - new `test_limit_msgspec()` which ensures all the `.types` content is correct but without using the wrapping APIs in `._codec`; i.e. using a in-line `Decoder` instead of a `MsgCodec`. - pin us to `msgspec>=0.18.5` which has the needed generic-types support (which took me way too long yester to figure out when implementing all this XD)!
2024-03-28 14:45:01 +00:00
def chk_pld_type(
generic: Msg|_GenericAlias,
payload_type: Type[Struct]|Any,
pld: Any,
) -> bool:
roundtrip: bool = False
pld_val_type: Type = type(pld)
# gen_paramed: _GenericAlias = generic[payload_type]
# TODO: verify that the overridden subtypes
# DO NOT have modified type-annots from original!
# 'Start', .pld: FuncSpec
# 'StartAck', .pld: IpcCtxSpec
# 'Stop', .pld: UNSEt
# 'Error', .pld: ErrorData
# for typedef in (
# [gen_paramed]
# +
# # type-var should always be set for these sub-types
# # as well!
# Msg.__subclasses__()
# ):
# if typedef.__name__ not in [
# 'Msg',
# 'Started',
# 'Yield',
# 'Return',
# ]:
# continue
# payload_type: Type[Struct] = CustomPayload
# TODO: can remove all this right!?
#
# when parameterized (like `Msg[Any]`) then
# we expect an alias as input.
# if isinstance(generic, _GenericAlias):
# assert payload_type in generic.__args__
# else:
# assert PayloadType in generic.__parameters__
# pld_param: Parameter = generic.__signature__.parameters['pld']
# assert pld_param.annotation is PayloadType
type_spec: Union[Type[Struct]]
msg_types: list[Msg[payload_type]]
(
type_spec,
msg_types,
) = mk_msg_spec(
payload_type=payload_type,
)
enc = msgpack.Encoder()
dec = msgpack.Decoder(
type=type_spec, # like `Msg[Any]`
)
# verify the boxed-type for all variable payload-type msgs.
for typedef in msg_types:
pld_field = structs.fields(typedef)[1]
assert pld_field.type in {payload_type, PayloadT}
# TODO: does this need to work to get all subtypes to
# adhere?
assert pld_field.type is payload_type
kwargs: dict[str, Any] = {
'cid': '666',
'pld': pld,
}
enc_msg = typedef(**kwargs)
wire_bytes: bytes = enc.encode(enc_msg)
try:
dec_msg = dec.decode(wire_bytes)
assert dec_msg.pld == pld
assert (roundtrip := (dec_msg == enc_msg))
except ValidationError as ve:
# breakpoint()
if pld_val_type is payload_type:
raise ValueError(
'Got `ValidationError` despite type-var match!?\n'
f'pld_val_type: {pld_val_type}\n'
f'payload_type: {payload_type}\n'
) from ve
else:
# ow we good cuz the pld spec mismatched.
print(
'Got expected `ValidationError` since,\n'
f'{pld_val_type} is not {payload_type}\n'
)
else:
if (
pld_val_type is not payload_type
and payload_type is not Any
):
raise ValueError(
'DID NOT `ValidationError` despite expected type match!?\n'
f'pld_val_type: {pld_val_type}\n'
f'payload_type: {payload_type}\n'
)
return roundtrip
def test_limit_msgspec():
async def main():
async with tractor.open_root_actor(
debug_mode=True
):
# ensure we can round-trip a boxing `Msg`
assert chk_pld_type(
Msg,
Any,
None,
)
# TODO: don't need this any more right since
# `msgspec>=0.15` has the nice generics stuff yah??
#
# manually override the type annot of the payload
# field and ensure it propagates to all msg-subtypes.
# Msg.__annotations__['pld'] = Any
# verify that a mis-typed payload value won't decode
assert not chk_pld_type(
Msg,
int,
pld='doggy',
)
# parametrize the boxed `.pld` type as a custom-struct
# and ensure that parametrization propagates
# to all payload-msg-spec-able subtypes!
class CustomPayload(Struct):
name: str
value: Any
assert not chk_pld_type(
Msg,
CustomPayload,
pld='doggy',
)
assert chk_pld_type(
Msg,
CustomPayload,
pld=CustomPayload(name='doggy', value='urmom')
)
# uhh bc we can `.pause_from_sync()` now! :surfer:
# breakpoint()
trio.run(main)