chore: import upstream snapshot with attribution
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# Copyright (c) Microsoft. All rights reserved.
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import json
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import logging
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import re
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from collections.abc import Callable
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from enum import Enum
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from xml.etree.ElementTree import Element, SubElement, tostring # nosec B405
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logger: logging.Logger = logging.getLogger(__name__)
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def _messages(this, options, *args, **kwargs):
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from semantic_kernel.contents.chat_history import ChatHistory
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if not isinstance(this.context["chat_history"], ChatHistory):
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return ""
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return this.context["chat_history"].to_prompt()
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def _message_to_prompt(this, *args, **kwargs):
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from semantic_kernel.contents.chat_message_content import ChatMessageContent
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if isinstance(this.context, ChatMessageContent):
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return str(this.context.to_prompt())
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return str(this.context)
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def _message(this, options, *args, **kwargs):
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from semantic_kernel.contents.chat_message_content import ChatMessageContent
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from semantic_kernel.contents.const import CHAT_MESSAGE_CONTENT_TAG
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# When the context is a ChatMessageContent, delegate to to_element() so that
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# the XML contract is consistent with the Jinja2 path.
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if isinstance(this.context, ChatMessageContent):
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message = this.context.to_element()
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return tostring(message, encoding="unicode", short_empty_elements=False)
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# Fallback: build the element manually from kwargs and block content.
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from semantic_kernel.contents.const import TEXT_CONTENT_TAG
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message = Element(CHAT_MESSAGE_CONTENT_TAG)
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for key, value in kwargs.items():
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if isinstance(value, Enum):
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value = value.value
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if value is not None:
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message.set(key, str(value))
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try:
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content = str(options["fn"](this))
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except Exception: # pragma: no cover
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content = ""
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if content:
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text_elem = SubElement(message, TEXT_CONTENT_TAG)
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text_elem.text = content
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return tostring(message, encoding="unicode", short_empty_elements=False)
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def _set(this, *args, **kwargs):
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if "name" in kwargs and "value" in kwargs:
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this.context[kwargs["name"]] = kwargs["value"]
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if len(args) == 2 and isinstance(args[0], str):
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this.context[args[0]] = args[1]
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return ""
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def _get(this, *args, **kwargs):
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if len(args) == 0:
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return ""
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return this.context.get(args[0], "")
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def _array(this, *args, **kwargs):
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return list(args)
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def _range(this, *args, **kwargs):
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args = list(args)
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for index, arg in enumerate(args):
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if not isinstance(arg, int):
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try:
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args[index] = int(arg)
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except ValueError:
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args.pop(index)
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if len(args) == 1:
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return list(range(args[0]))
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if len(args) == 2:
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return list(range(args[0], args[1]))
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if len(args) == 3:
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return list(range(args[0], args[1], args[2]))
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return []
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def _concat(this, *args, **kwargs):
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return "".join([str(value) for value in args])
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def _or(this, *args, **kwargs):
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return any(args)
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def _add(this, *args, **kwargs):
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return sum([float(value) for value in args])
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def _subtract(this, *args, **kwargs):
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return float(args[0]) - sum([float(value) for value in args[1:]])
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def _equals(this, *args, **kwargs):
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return args[0] == args[1]
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def _less_than(this, *args, **kwargs):
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return float(args[0]) < float(args[1])
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def _greater_than(this, *args, **kwargs):
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return float(args[0]) > float(args[1])
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def _less_than_or_equal(this, *args, **kwargs):
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return float(args[0]) <= float(args[1])
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def _greater_than_or_equal(this, *args, **kwargs):
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return float(args[0]) >= float(args[1])
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def _json(this, *args, **kwargs):
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if not args:
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return ""
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return json.dumps(args[0])
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def _double_open(this, *args, **kwargs):
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return "{{"
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def _double_close(this, *args, **kwargs):
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return "}}"
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def _camel_case(this, *args, **kwargs):
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return "".join([word.capitalize() for word in args[0].split("_")])
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def _snake_case(this, *args, **kwargs):
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arg = args[0]
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arg = re.sub(r"([A-Z]+)([A-Z][a-z])", r"\1_\2", arg)
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arg = re.sub(r"([a-z\d])([A-Z])", r"\1_\2", arg)
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arg = arg.replace("-", "_")
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return arg.lower()
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HANDLEBAR_SYSTEM_HELPERS: dict[str, Callable] = {
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"set": _set,
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"get": _get,
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"array": _array,
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"range": _range,
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"concat": _concat,
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"or": _or,
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"add": _add,
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"subtract": _subtract,
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"equals": _equals,
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"less_than": _less_than,
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"lessThan": _less_than,
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"greater_than": _greater_than,
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"greaterThan": _greater_than,
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"less_than_or_equal": _less_than_or_equal,
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"lessThanOrEqual": _less_than_or_equal,
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"greater_than_or_equal": _greater_than_or_equal,
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"greaterThanOrEqual": _greater_than_or_equal,
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"json": _json,
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"double_open": _double_open,
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"doubleOpen": _double_open,
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"double_close": _double_close,
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"doubleClose": _double_close,
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"camel_case": _camel_case,
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"camelCase": _camel_case,
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"snake_case": _snake_case,
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"snakeCase": _snake_case,
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"message": _message,
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"message_to_prompt": _message_to_prompt,
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"messageToPrompt": _message_to_prompt,
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"messages": _messages,
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}
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