chore: import upstream snapshot with attribution
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# Copyright (c) Microsoft. All rights reserved.
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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 xml.etree.ElementTree import tostring # nosec B405
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logger: logging.Logger = logging.getLogger(__name__)
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def _messages(chat_history):
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from semantic_kernel.contents.chat_history import ChatHistory
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if not isinstance(chat_history, ChatHistory):
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return ""
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return chat_history.to_prompt()
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def _message_to_prompt(context):
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from semantic_kernel.contents.chat_message_content import ChatMessageContent
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if isinstance(context, ChatMessageContent):
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return str(context.to_prompt())
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return str(context)
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def _message(item):
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message = item.to_element()
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return tostring(message, encoding="unicode", short_empty_elements=False)
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# Wrap the _get function to safely handle calls without arguments
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def _safe_get_wrapper(context=None, name=None, default=""):
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if context is None or name is None:
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return default
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return _get(context, name, default)
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def _get(context, name, default=""):
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"""Retrieves a value from the context, with a default if not found."""
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return context.get(name, default)
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def _double_open():
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"""Returns the string representing double open braces."""
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return "{{"
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def _double_close():
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"""Returns the string representing double close braces."""
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return "}}"
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def _array(*args, **kwargs):
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return list(args)
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def _camel_case(*args, **kwargs):
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return "".join([word.capitalize() for word in args[0].split("_")])
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def _snake_case(*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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JINJA2_SYSTEM_HELPERS: dict[str, Callable] = {
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"get": _safe_get_wrapper,
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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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"message": _message,
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"message_to_prompt": _message_to_prompt,
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"messages": _messages,
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"messageToPrompt": _message_to_prompt,
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"array": _array,
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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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}
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