зеркало из https://github.com/microsoft/hat.git
685 строки
23 KiB
Python
685 строки
23 KiB
Python
#!/usr/bin/env python3
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# Utility to parse the TOML metadata from HAT files
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import os
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import tomlkit
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from dataclasses import dataclass, field
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from enum import Enum
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from pathlib import Path
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from typing import Dict, List
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# TODO : type-checking on leaf node values
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def _read_toml_file(filepath):
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path = os.path.abspath(filepath)
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toml_doc = None
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with open(path, "r") as f:
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file_contents = f.read()
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toml_doc = tomlkit.parse(file_contents)
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return toml_doc
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def _check_required_table_entry(table, key):
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if key not in table:
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# TODO : add more context to this error message
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raise ValueError(f"Invalid HAT file: missing required key {key}")
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def _check_required_table_entries(table, keys):
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for key in keys:
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_check_required_table_entry(table, key)
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class ParameterType(Enum):
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AffineArray = "affine_array"
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RuntimeArray = "runtime_array"
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Element = "element"
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Void = "void"
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class UsageType(Enum):
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Input = "input"
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Output = "output"
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InputOutput = "input_output"
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class CallingConventionType(Enum):
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StdCall = "stdcall"
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CDecl = "cdecl"
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FastCall = "fastcall"
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VectorCall = "vectorcall"
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Device = "devicecall"
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class TargetType(Enum):
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CPU = "CPU"
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GPU = "GPU"
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class OperatingSystem(Enum):
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Windows = "windows"
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MacOS = "macos"
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Linux = "linux"
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@staticmethod
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def host():
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import platform
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platform_name = platform.system().lower()
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if platform_name == "darwin":
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return OperatingSystem.MacOS
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return OperatingSystem(platform_name)
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@dataclass
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class AuxiliarySupportedTable:
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AuxiliaryKey = "auxiliary"
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auxiliary: dict = field(default_factory=dict)
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def add_auxiliary_table(self, table):
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if len(self.auxiliary) > 0:
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table.add(self.AuxiliaryKey, self.auxiliary)
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@staticmethod
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def parse_auxiliary(table):
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if AuxiliarySupportedTable.AuxiliaryKey in table:
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return table[AuxiliarySupportedTable.AuxiliaryKey]
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else:
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return {}
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@dataclass
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class Description(AuxiliarySupportedTable):
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TableName: str = "description"
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comment: str = ""
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author: str = ""
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version: str = ""
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license_url: str = ""
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def to_table(self):
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description_table = tomlkit.table()
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description_table.add("comment", self.comment)
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description_table.add("author", self.author)
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description_table.add("version", self.version)
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description_table.add("license_url", self.license_url)
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self.add_auxiliary_table(description_table)
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return description_table
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@staticmethod
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def parse_from_table(table):
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return Description(
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author=table["author"],
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version=table["version"],
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license_url=table["license_url"],
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auxiliary=AuxiliarySupportedTable.parse_auxiliary(table)
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)
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@dataclass
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class Parameter:
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# All parameter keys
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name: str = ""
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description: str = ""
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logical_type: ParameterType = None
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declared_type: str = ""
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element_type: str = ""
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usage: UsageType = None
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# Affine array parameter keys
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shape: list = field(default_factory=list)
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affine_map: list = field(default_factory=list)
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affine_offset: int = -1
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# Runtime array parameter keys
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size: str = ""
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def to_table(self):
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table = tomlkit.inline_table()
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table.append("name", self.name)
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table.append("description", self.description)
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table.append("logical_type", self.logical_type.value)
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table.append("declared_type", self.declared_type)
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table.append("element_type", self.element_type)
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table.append("usage", self.usage.value)
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if self.logical_type == ParameterType.AffineArray:
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table.append("shape", self.shape)
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table.append("affine_map", self.affine_map)
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table.append("affine_offset", self.affine_offset)
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elif self.logical_type == ParameterType.RuntimeArray:
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table.append("size", self.size)
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return table
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# TODO : change "usage" to "role" in schema
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@staticmethod
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def parse_from_table(param_table):
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required_table_entries = ["name", "description", "logical_type", "declared_type", "element_type", "usage"]
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_check_required_table_entries(param_table, required_table_entries)
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affine_array_required_table_entries = ["shape", "affine_map", "affine_offset"]
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runtime_array_required_table_entries = ["size"]
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name = param_table["name"]
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description = param_table["description"]
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logical_type = ParameterType(param_table["logical_type"])
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declared_type = param_table["declared_type"]
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element_type = param_table["element_type"]
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usage = UsageType(param_table["usage"])
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param = Parameter(
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name=name,
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description=description,
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logical_type=logical_type,
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declared_type=declared_type,
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element_type=element_type,
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usage=usage
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)
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if logical_type == ParameterType.AffineArray:
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_check_required_table_entries(param_table, affine_array_required_table_entries)
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param.shape = param_table["shape"]
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param.affine_map = param_table["affine_map"]
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param.affine_offset = param_table["affine_offset"]
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elif logical_type == ParameterType.RuntimeArray:
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_check_required_table_entries(param_table, runtime_array_required_table_entries)
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param.size = param_table["size"]
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return param
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@staticmethod
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def void():
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return Parameter(
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logical_type=ParameterType.Void,
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declared_type="void",
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element_type="void",
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usage=UsageType.Output
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)
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@dataclass
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class Function(AuxiliarySupportedTable):
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# required
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arguments: List[Parameter] = field(default_factory=list)
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calling_convention: CallingConventionType = None
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description: str = ""
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hat_file: any = None
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link_target: Path = None
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name: str = ""
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return_info: Parameter = None
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# optional
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launch_parameters: list = field(default_factory=list)
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launches: str = ""
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provider: str = ""
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runtime: str = ""
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def to_table(self):
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table = tomlkit.table()
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table.add("name", self.name)
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table.add("description", self.description)
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table.add("calling_convention", self.calling_convention.value)
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arg_tables = [arg.to_table() for arg in self.arguments]
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arg_array = tomlkit.array()
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for arg_table in arg_tables:
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arg_array.append(arg_table)
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table.add(
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"arguments", arg_array
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) # TODO : figure out why this isn't indenting after serialization in some cases
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if self.launch_parameters:
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table.add("launch_parameters", self.launch_parameters)
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if self.launches:
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table.add("launches", self.launches)
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if self.provider:
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table.add("provider", self.provider)
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if self.runtime:
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table.add("runtime", self.runtime)
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table.add("return", self.return_info.to_table())
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self.add_auxiliary_table(table)
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return table
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@staticmethod
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def parse_from_table(function_table):
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required_table_entries = ["name", "description", "calling_convention", "arguments", "return"]
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_check_required_table_entries(function_table, required_table_entries)
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arguments = [Parameter.parse_from_table(param_table) for param_table in function_table["arguments"]]
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launch_parameters = function_table["launch_parameters"] if "launch_parameters" in function_table else []
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launches = function_table["launches"] if "launches" in function_table else ""
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provider = function_table["provider"] if "provider" in function_table else ""
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runtime = function_table["runtime"] if "runtime" in function_table else ""
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return_info = Parameter.parse_from_table(function_table["return"])
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return Function(
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name=function_table["name"],
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description=function_table["description"],
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calling_convention=CallingConventionType(function_table["calling_convention"]),
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arguments=arguments,
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return_info=return_info,
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launch_parameters=launch_parameters,
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launches=launches,
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provider=provider,
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runtime=runtime,
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auxiliary=AuxiliarySupportedTable.parse_auxiliary(function_table)
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)
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class FunctionTableCommon:
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def __init__(self, function_map):
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self.function_map = function_map
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def to_table(self):
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func_table = tomlkit.table()
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for function_key in self.function_map:
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func_table.add(function_key, self.function_map[function_key].to_table())
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return func_table
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@classmethod
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def parse_from_table(cls, all_functions_table):
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function_map = {
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function_key: Function.parse_from_table(all_functions_table[function_key])
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for function_key in all_functions_table
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}
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return cls(function_map)
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class FunctionTable(FunctionTableCommon):
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TableName = "functions"
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class DeviceFunctionTable(FunctionTableCommon):
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TableName = "device_functions"
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@dataclass
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class Target:
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@dataclass
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class Required:
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@dataclass
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class CPU:
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TableName = TargetType.CPU.value
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# required
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architecture: str = ""
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extensions: list = field(default_factory=list)
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# optional
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runtime: str = ""
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def to_table(self):
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table = tomlkit.table()
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table.add("architecture", self.architecture)
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table.add("extensions", self.extensions)
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if self.runtime:
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table.add("runtime", self.runtime)
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return table
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@staticmethod
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def parse_from_table(table):
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required_table_entries = ["architecture", "extensions"]
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_check_required_table_entries(table, required_table_entries)
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runtime = table.get("runtime", "")
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return Target.Required.CPU(
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architecture=table["architecture"], extensions=table["extensions"], runtime=runtime
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)
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@dataclass
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class GPU:
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TableName = TargetType.GPU.value
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blocks: int = 0
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instruction_set_version: str = ""
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min_threads: int = 0
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min_global_memory_KB: int = 0
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min_shared_memory_KB: int = 0
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min_texture_memory_KB: int = 0
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model: str = ""
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runtime: str = ""
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def to_table(self):
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table = tomlkit.table()
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table.add("model", self.model)
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table.add("runtime", self.runtime)
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table.add("blocks", self.blocks)
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table.add("instruction_set_version", self.instruction_set_version)
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table.add("min_threads", self.min_threads)
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table.add("min_global_memory_KB", self.min_global_memory_KB)
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table.add("min_shared_memory_KB", self.min_shared_memory_KB)
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table.add("min_texture_memory_KB", self.min_texture_memory_KB)
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return table
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@staticmethod
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def parse_from_table(table):
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required_table_entries = [
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"runtime",
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"model",
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]
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_check_required_table_entries(table, required_table_entries)
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return Target.Required.GPU(
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runtime=table["runtime"],
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model=table["model"],
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blocks=table["blocks"],
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instruction_set_version=table["instruction_set_version"],
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min_threads=table["min_threads"],
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min_global_memory_KB=table["min_global_memory_KB"],
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min_shared_memory_KB=table["min_shared_memory_KB"],
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min_texture_memory_KB=table["min_texture_memory_KB"]
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)
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TableName = "required"
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os: OperatingSystem = OperatingSystem.host()
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cpu: CPU = CPU()
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gpu: GPU = None
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def to_table(self):
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table = tomlkit.table()
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table.add("os", self.os.value)
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table.add(Target.Required.CPU.TableName, self.cpu.to_table())
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if self.gpu and self.gpu.runtime:
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table.add(Target.Required.GPU.TableName, self.gpu.to_table())
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return table
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@staticmethod
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def parse_from_table(table):
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required_table_entries = ["os", Target.Required.CPU.TableName]
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_check_required_table_entries(table, required_table_entries)
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cpu_info = Target.Required.CPU.parse_from_table(table[Target.Required.CPU.TableName])
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if Target.Required.GPU.TableName in table:
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gpu_info = Target.Required.GPU.parse_from_table(table[Target.Required.GPU.TableName])
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else:
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gpu_info = Target.Required.GPU()
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return Target.Required(os=table["os"], cpu=cpu_info, gpu=gpu_info)
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# TODO : support optimized_for table
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class OptimizedFor:
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TableName = "optimized_for"
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def to_table(self):
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return tomlkit.table()
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@staticmethod
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def parse_from_table(table):
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pass
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TableName = "target"
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required: Required = Required()
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optimized_for: OptimizedFor = Required()
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def to_table(self):
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table = tomlkit.table()
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table.add(Target.Required.TableName, self.required.to_table())
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if self.optimized_for is not None:
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table.add(Target.OptimizedFor.TableName, self.optimized_for.to_table())
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return table
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@staticmethod
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def parse_from_table(target_table):
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required_table_entries = [Target.Required.TableName]
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_check_required_table_entries(target_table, required_table_entries)
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required_data = Target.Required.parse_from_table(target_table[Target.Required.TableName])
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if Target.OptimizedFor.TableName in target_table:
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optimized_for_data = Target.OptimizedFor.parse_from_table(target_table[Target.OptimizedFor.TableName])
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else:
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optimized_for_data = Target.OptimizedFor()
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return Target(required=required_data, optimized_for=optimized_for_data)
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@dataclass
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class LibraryReference:
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name: str = ""
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version: str = ""
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target_file: str = ""
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def to_table(self):
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table = tomlkit.inline_table()
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table.append("name", self.name)
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table.append("version", self.version)
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table.append("target_file", self.target_file)
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return table
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@staticmethod
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def parse_from_table(table):
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return LibraryReference(name=table["name"], version=table["version"], target_file=table["target_file"])
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@dataclass
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class Dependencies(AuxiliarySupportedTable):
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TableName = "dependencies"
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link_target: str = ""
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deploy_files: list = field(default_factory=list)
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dynamic: list = field(default_factory=list)
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def to_table(self):
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table = tomlkit.table()
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table.add("link_target", self.link_target)
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table.add("deploy_files", self.deploy_files)
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dynamic_arr = tomlkit.array()
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for elt in self.dynamic:
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dynamic_arr.append(elt.to_table())
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table.add("dynamic", dynamic_arr)
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self.add_auxiliary_table(table)
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return table
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@staticmethod
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def parse_from_table(dependencies_table):
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required_table_entries = ["link_target", "deploy_files", "dynamic"]
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_check_required_table_entries(dependencies_table, required_table_entries)
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dynamic = [LibraryReference.parse_from_table(lib_ref_table) for lib_ref_table in dependencies_table["dynamic"]]
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return Dependencies(
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link_target=dependencies_table["link_target"],
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deploy_files=dependencies_table["deploy_files"],
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dynamic=dynamic,
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auxiliary=AuxiliarySupportedTable.parse_auxiliary(dependencies_table)
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)
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@dataclass
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class CompiledWith:
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TableName = "compiled_with"
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compiler: str = ""
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flags: str = ""
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crt: str = ""
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libraries: list = field(default_factory=list)
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def to_table(self):
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table = tomlkit.table()
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table.add("compiler", self.compiler)
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table.add("flags", self.flags)
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table.add("crt", self.crt)
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libraries_arr = tomlkit.array()
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for elt in self.libraries:
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libraries_arr.append(elt.to_table())
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table.add("libraries", libraries_arr)
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return table
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@staticmethod
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def parse_from_table(compiled_with_table):
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required_table_entries = ["compiler", "flags", "crt", "libraries"]
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_check_required_table_entries(compiled_with_table, required_table_entries)
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libraries = [
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LibraryReference.parse_from_table(lib_ref_table) for lib_ref_table in compiled_with_table["libraries"]
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]
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return CompiledWith(
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compiler=compiled_with_table["compiler"],
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flags=compiled_with_table["flags"],
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crt=compiled_with_table["crt"],
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libraries=libraries
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)
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@dataclass
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class Declaration:
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TableName = "declaration"
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code: str = ""
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def to_table(self):
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table = tomlkit.table()
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code_str = self.code
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if len(code_str) > 0 and code_str[0] != '\n':
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code_str = "\n" + code_str
|
|
code_str = tomlkit.string(code_str, multiline=True)
|
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table.add("code", code_str)
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|
return table
|
|
|
|
@staticmethod
|
|
def parse_from_table(declaration_table):
|
|
required_table_entries = ["code"]
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_check_required_table_entries(declaration_table, required_table_entries)
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|
return Declaration(code=declaration_table["code"])
|
|
|
|
|
|
@dataclass
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|
class HATFile:
|
|
"""Encapsulates a HAT file. An instance of this class can be created by calling the
|
|
Deserialize class method e.g.:
|
|
some_hat_file = Deserialize('someFile.hat')
|
|
Similarly, HAT files can be serialized but creating/modifying a HATFile instance
|
|
and then calling Serilize e.g.:
|
|
some_hat_file.name = 'some new name'
|
|
some_hat_file.Serialize(`someFile.hat`)
|
|
"""
|
|
name: str = ""
|
|
description: Description = Description()
|
|
_function_table: FunctionTable = FunctionTable({})
|
|
_device_function_table: DeviceFunctionTable = DeviceFunctionTable({})
|
|
functions: list = field(default_factory=list)
|
|
device_functions: list = field(default_factory=list)
|
|
function_map: Dict[str, Function] = field(default_factory=dict)
|
|
device_function_map: Dict[str, Function] = field(default_factory=dict)
|
|
target: Target = Target()
|
|
dependencies: Dependencies = Dependencies()
|
|
compiled_with: CompiledWith = CompiledWith()
|
|
declaration: Declaration = Declaration()
|
|
path: Path = None
|
|
|
|
HATPrologue = "\n#ifndef __{0}__\n#define __{0}__\n\n#ifdef TOML\n"
|
|
HATEpilogue = "\n#endif // TOML\n\n#endif // __{0}__\n"
|
|
|
|
def __post_init__(self):
|
|
for func in self.functions:
|
|
func.hat_file = self
|
|
func.link_target = Path(self.path).resolve().parent / self.dependencies.link_target
|
|
|
|
@property
|
|
def functions(self):
|
|
return self._function_table.function_map.values()
|
|
|
|
@functions.setter
|
|
def functions(self, func_list_or_dict):
|
|
if isinstance(func_list_or_dict, property):
|
|
return
|
|
if isinstance(func_list_or_dict, dict):
|
|
name_to_func_map = func_list_or_dict
|
|
else:
|
|
name_to_func_map = { func.name : func for func in func_list_or_dict }
|
|
if self._function_table is None:
|
|
self._function_table = FunctionTable()
|
|
self._function_table.function_map = name_to_func_map
|
|
|
|
@property
|
|
def function_map(self):
|
|
return self._function_table.function_map
|
|
|
|
@function_map.setter
|
|
def function_map(self, func_map):
|
|
if isinstance(func_map, property):
|
|
return
|
|
self._function_table.function_map = func_map
|
|
|
|
@property
|
|
def device_functions(self):
|
|
return self._device_function_table.function_map.values()
|
|
|
|
@device_functions.setter
|
|
def device_functions(self, func_list_or_dict):
|
|
if isinstance(func_list_or_dict, property):
|
|
return
|
|
if isinstance(func_list_or_dict, dict):
|
|
name_to_func_map = func_list_or_dict
|
|
else:
|
|
name_to_func_map = { func.name : func for func in func_list_or_dict }
|
|
if self._device_function_table is None:
|
|
self._device_function_table = FunctionTable()
|
|
self._device_function_table.function_map = name_to_func_map
|
|
|
|
@property
|
|
def device_function_map(self):
|
|
return self._device_function_table.function_map
|
|
|
|
@device_function_map.setter
|
|
def device_function_map(self, func_map):
|
|
if isinstance(func_map, property):
|
|
return
|
|
self._device_function_table.function_map = func_map
|
|
|
|
def Serialize(self, filepath=None):
|
|
"""Serializes the HATFile to disk using the file location specified by `filepath`.
|
|
If `filepath` is not specified then the object's `path` attribute is used."""
|
|
if filepath is None:
|
|
filepath = self.path
|
|
root_table = tomlkit.table()
|
|
root_table.add(Description.TableName, self.description.to_table())
|
|
root_table.add(FunctionTable.TableName, self._function_table.to_table())
|
|
if self.device_function_map:
|
|
root_table.add(DeviceFunctionTable.TableName, self._device_function_table.to_table())
|
|
root_table.add(Target.TableName, self.target.to_table())
|
|
root_table.add(Dependencies.TableName, self.dependencies.to_table())
|
|
root_table.add(CompiledWith.TableName, self.compiled_with.to_table())
|
|
root_table.add(Declaration.TableName, self.declaration.to_table())
|
|
with open(filepath, "w") as out_file:
|
|
# MSVC does not allow "." in macro definitions
|
|
name = self.name.replace(".", "_")
|
|
out_file.write(self.HATPrologue.format(name))
|
|
out_file.write(tomlkit.dumps(root_table))
|
|
out_file.write(self.HATEpilogue.format(name))
|
|
|
|
@staticmethod
|
|
def Deserialize(filepath) -> "HATFile":
|
|
"""Creates an instance of A HATFile class by deserializing the contents of the file at `filepath`"""
|
|
hat_toml = _read_toml_file(filepath)
|
|
name = os.path.splitext(os.path.basename(filepath))[0]
|
|
required_entries = [
|
|
Description.TableName, FunctionTable.TableName, Target.TableName, Dependencies.TableName,
|
|
CompiledWith.TableName, Declaration.TableName
|
|
]
|
|
_check_required_table_entries(hat_toml, required_entries)
|
|
device_function_table = DeviceFunctionTable({})
|
|
if DeviceFunctionTable.TableName in hat_toml:
|
|
device_function_table = DeviceFunctionTable.parse_from_table(hat_toml[DeviceFunctionTable.TableName])
|
|
hat_file = HATFile(
|
|
name=name,
|
|
description=Description.parse_from_table(hat_toml[Description.TableName]),
|
|
_function_table=FunctionTable.parse_from_table(hat_toml[FunctionTable.TableName]),
|
|
_device_function_table=device_function_table,
|
|
target=Target.parse_from_table(hat_toml[Target.TableName]),
|
|
dependencies=Dependencies.parse_from_table(hat_toml[Dependencies.TableName]),
|
|
compiled_with=CompiledWith.parse_from_table(hat_toml[CompiledWith.TableName]),
|
|
declaration=Declaration.parse_from_table(hat_toml[Declaration.TableName]),
|
|
path=Path(filepath).resolve()
|
|
)
|
|
return hat_file
|