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path_templates

FormatObject

Object that can be used for formatting.

This is base that is valid for to be used in 'StringTemplate' value.

Source code in client/ayon_core/lib/path_templates.py
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class FormatObject:
    """Object that can be used for formatting.

    This is base that is valid for to be used in 'StringTemplate' value.
    """
    def __init__(self):
        self.value = ""

    def __format__(self, *args, **kwargs):
        return self.value.__format__(*args, **kwargs)

    def __str__(self) -> str:
        return str(self.value)

    def __repr__(self) -> str:
        return self.__str__()

FormattingPart

String with formatting template.

Containt only single key to format e.g. "{project[name]}".

Parameters:

Name Type Description Default
field_name str

Name of key.

required
format_spec str

Format specification.

required
conversion Union[str, None]

Conversion type.

required
Source code in client/ayon_core/lib/path_templates.py
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class FormattingPart:
    """String with formatting template.

    Containt only single key to format e.g. "{project[name]}".

    Args:
        field_name (str): Name of key.
        format_spec (str): Format specification.
        conversion (Union[str, None]): Conversion type.

    """
    def __init__(
        self,
        field_name: str,
        format_spec: str,
        conversion: "Union[str, None]",
    ):
        format_spec_v = ""
        if format_spec:
            format_spec_v = f":{format_spec}"
        conversion_v = ""
        if conversion:
            conversion_v = f"!{conversion}"

        self._field_name: str = field_name
        self._format_spec: str = format_spec_v
        self._conversion: str = conversion_v

        template_base = f"{field_name}{format_spec_v}{conversion_v}"
        self._template_base: str = template_base
        self._template: str = f"{{{template_base}}}"

    @property
    def template(self) -> str:
        return self._template

    def __repr__(self) -> str:
        return "<Format:{}>".format(self._template)

    def __str__(self) -> str:
        return self._template

    @staticmethod
    def validate_value_type(value: Any) -> bool:
        """Check if value can be used for formatting of single key."""
        if isinstance(value, (numbers.Number, FormatObject)):
            return True

        for inh_class in type(value).mro():
            if inh_class is str:
                return True
        return False

    @staticmethod
    def validate_key_is_matched(key: str) -> bool:
        """Validate that opening has closing at correct place.
        Future-proof, only square brackets are currently used in keys.

        Example:
            >>> is_matched("[]()()(((([])))")
            False
            >>> is_matched("[](){{{[]}}}")
            True

        Returns:
            bool: Openings and closing are valid.

        """
        mapping = dict(zip("({[", ")}]"))
        opening = set(mapping.keys())
        closing = set(mapping.values())
        queue = []

        for letter in key:
            if letter in opening:
                queue.append(mapping[letter])
            elif letter in closing:
                if not queue or letter != queue.pop():
                    return False
        return not queue

    @staticmethod
    def keys_to_template_base(keys: List[str]):
        if not keys:
            return None
        # Create copy of keys
        keys = list(keys)
        template_base = keys.pop(0)
        joined_keys = "".join([f"[{key}]" for key in keys])
        return f"{template_base}{joined_keys}"

    def format(
        self, data: Dict[str, Any], result: TemplatePartResult
    ) -> TemplatePartResult:
        """Format the formattings string.

        Args:
            data(dict): Data that should be used for formatting.
            result(TemplatePartResult): Object where result is stored.

        """
        key = self._template_base

        # ensure key is properly formed [({})] properly closed.
        if not self.validate_key_is_matched(key):
            result.add_missing_key(key)
            result.add_output(self.template)
            return result

        # check if key expects subdictionary keys (e.g. project[name])
        key_subdict = list(SUB_DICT_PATTERN.findall(self._field_name))

        value = data
        missing_key = False
        invalid_type = False
        used_keys = []
        keys_to_value = None
        used_value = None

        for sub_key in key_subdict:
            if isinstance(value, list):
                if not sub_key.lstrip("-").isdigit():
                    invalid_type = True
                    break
                sub_key = int(sub_key)
                if sub_key < 0:
                    sub_key = len(value) + sub_key

                valid = 0 <= sub_key < len(value)
                if not valid:
                    used_keys.append(sub_key)
                    missing_key = True
                    break

                used_keys.append(sub_key)
                if keys_to_value is None:
                    keys_to_value = list(used_keys)
                    keys_to_value.pop(-1)
                    used_value = copy.deepcopy(value)
                value = value[sub_key]
                continue

            if (
                value is None
                or (hasattr(value, "items") and sub_key not in value)
            ):
                missing_key = True
                used_keys.append(sub_key)
                break

            if not hasattr(value, "items"):
                invalid_type = True
                break

            used_keys.append(sub_key)
            value = value.get(sub_key)

        field_name = key_subdict[0]
        if used_keys:
            field_name = self.keys_to_template_base(used_keys)

        if missing_key or invalid_type:
            if missing_key:
                result.add_missing_key(field_name)

            elif invalid_type:
                result.add_invalid_type(field_name, value)

            result.add_output(self.template)
            return result

        if not self.validate_value_type(value):
            result.add_invalid_type(key, value)
            result.add_output(self.template)
            return result

        fill_data = root_fill_data = {}
        parent_fill_data = None
        parent_key = None
        fill_value = data
        value_filled = False
        for used_key in used_keys:
            if isinstance(fill_value, list):
                parent_fill_data[parent_key] = fill_value
                value_filled = True
                break
            fill_value = fill_value[used_key]
            parent_fill_data = fill_data
            fill_data = parent_fill_data.setdefault(used_key, {})
            parent_key = used_key

        if not value_filled:
            parent_fill_data[used_keys[-1]] = value

        template = f"{{{field_name}{self._format_spec}{self._conversion}}}"
        formatted_value = template.format(**root_fill_data)
        used_key = key
        if keys_to_value is not None:
            used_key = self.keys_to_template_base(keys_to_value)

        if used_value is None:
            if isinstance(value, numbers.Number):
                used_value = value
            else:
                used_value = formatted_value
        result.add_really_used_value(self._field_name, used_value)
        result.add_used_value(used_key, used_value)
        result.add_output(formatted_value)
        return result

format(data, result)

Format the formattings string.

Parameters:

Name Type Description Default
data(dict)

Data that should be used for formatting.

required
result(TemplatePartResult)

Object where result is stored.

required
Source code in client/ayon_core/lib/path_templates.py
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def format(
    self, data: Dict[str, Any], result: TemplatePartResult
) -> TemplatePartResult:
    """Format the formattings string.

    Args:
        data(dict): Data that should be used for formatting.
        result(TemplatePartResult): Object where result is stored.

    """
    key = self._template_base

    # ensure key is properly formed [({})] properly closed.
    if not self.validate_key_is_matched(key):
        result.add_missing_key(key)
        result.add_output(self.template)
        return result

    # check if key expects subdictionary keys (e.g. project[name])
    key_subdict = list(SUB_DICT_PATTERN.findall(self._field_name))

    value = data
    missing_key = False
    invalid_type = False
    used_keys = []
    keys_to_value = None
    used_value = None

    for sub_key in key_subdict:
        if isinstance(value, list):
            if not sub_key.lstrip("-").isdigit():
                invalid_type = True
                break
            sub_key = int(sub_key)
            if sub_key < 0:
                sub_key = len(value) + sub_key

            valid = 0 <= sub_key < len(value)
            if not valid:
                used_keys.append(sub_key)
                missing_key = True
                break

            used_keys.append(sub_key)
            if keys_to_value is None:
                keys_to_value = list(used_keys)
                keys_to_value.pop(-1)
                used_value = copy.deepcopy(value)
            value = value[sub_key]
            continue

        if (
            value is None
            or (hasattr(value, "items") and sub_key not in value)
        ):
            missing_key = True
            used_keys.append(sub_key)
            break

        if not hasattr(value, "items"):
            invalid_type = True
            break

        used_keys.append(sub_key)
        value = value.get(sub_key)

    field_name = key_subdict[0]
    if used_keys:
        field_name = self.keys_to_template_base(used_keys)

    if missing_key or invalid_type:
        if missing_key:
            result.add_missing_key(field_name)

        elif invalid_type:
            result.add_invalid_type(field_name, value)

        result.add_output(self.template)
        return result

    if not self.validate_value_type(value):
        result.add_invalid_type(key, value)
        result.add_output(self.template)
        return result

    fill_data = root_fill_data = {}
    parent_fill_data = None
    parent_key = None
    fill_value = data
    value_filled = False
    for used_key in used_keys:
        if isinstance(fill_value, list):
            parent_fill_data[parent_key] = fill_value
            value_filled = True
            break
        fill_value = fill_value[used_key]
        parent_fill_data = fill_data
        fill_data = parent_fill_data.setdefault(used_key, {})
        parent_key = used_key

    if not value_filled:
        parent_fill_data[used_keys[-1]] = value

    template = f"{{{field_name}{self._format_spec}{self._conversion}}}"
    formatted_value = template.format(**root_fill_data)
    used_key = key
    if keys_to_value is not None:
        used_key = self.keys_to_template_base(keys_to_value)

    if used_value is None:
        if isinstance(value, numbers.Number):
            used_value = value
        else:
            used_value = formatted_value
    result.add_really_used_value(self._field_name, used_value)
    result.add_used_value(used_key, used_value)
    result.add_output(formatted_value)
    return result

validate_key_is_matched(key) staticmethod

Validate that opening has closing at correct place. Future-proof, only square brackets are currently used in keys.

Example

is_matched("()(((([])))") False is_matched("{{{[]}}}") True

Returns:

Name Type Description
bool bool

Openings and closing are valid.

Source code in client/ayon_core/lib/path_templates.py
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@staticmethod
def validate_key_is_matched(key: str) -> bool:
    """Validate that opening has closing at correct place.
    Future-proof, only square brackets are currently used in keys.

    Example:
        >>> is_matched("[]()()(((([])))")
        False
        >>> is_matched("[](){{{[]}}}")
        True

    Returns:
        bool: Openings and closing are valid.

    """
    mapping = dict(zip("({[", ")}]"))
    opening = set(mapping.keys())
    closing = set(mapping.values())
    queue = []

    for letter in key:
        if letter in opening:
            queue.append(mapping[letter])
        elif letter in closing:
            if not queue or letter != queue.pop():
                return False
    return not queue

validate_value_type(value) staticmethod

Check if value can be used for formatting of single key.

Source code in client/ayon_core/lib/path_templates.py
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@staticmethod
def validate_value_type(value: Any) -> bool:
    """Check if value can be used for formatting of single key."""
    if isinstance(value, (numbers.Number, FormatObject)):
        return True

    for inh_class in type(value).mro():
        if inh_class is str:
            return True
    return False

OptionalPart

Template part which contains optional formatting strings.

If this part can't be filled the result is empty string.

Parameters:

Name Type Description Default
parts(list)

Parts of template. Can contain 'str', 'OptionalPart' or 'FormattingPart'.

required
Source code in client/ayon_core/lib/path_templates.py
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class OptionalPart:
    """Template part which contains optional formatting strings.

    If this part can't be filled the result is empty string.

    Args:
        parts(list): Parts of template. Can contain 'str', 'OptionalPart' or
            'FormattingPart'.
    """

    def __init__(
        self,
        parts: List["Union[str, OptionalPart, FormattingPart]"]
    ):
        self._parts: List["Union[str, OptionalPart, FormattingPart]"] = parts

    @property
    def parts(self) -> List["Union[str, OptionalPart, FormattingPart]"]:
        return self._parts

    def __str__(self) -> str:
        return "<{}>".format("".join([str(p) for p in self._parts]))

    def __repr__(self) -> str:
        return "<Optional:{}>".format("".join([str(p) for p in self._parts]))

    def format(
        self,
        data: Dict[str, Any],
        result: TemplatePartResult,
    ) -> TemplatePartResult:
        new_result = TemplatePartResult(True)
        for part in self._parts:
            if isinstance(part, str):
                new_result.add_output(part)
            else:
                part.format(data, new_result)

        if new_result.solved:
            result.add_output(new_result)
        return result

StringTemplate

String that can be formatted.

Source code in client/ayon_core/lib/path_templates.py
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class StringTemplate:
    """String that can be formatted."""
    def __init__(self, template: str):
        if not isinstance(template, str):
            raise TypeError(
                f"<{self.__class__.__name__}> argument must be a string,"
                f" not {str(type(template))}."
            )

        self._template: str = template
        parts = []
        formatter = Formatter()

        for item in formatter.parse(template):
            literal_text, field_name, format_spec, conversion = item
            if literal_text:
                parts.append(literal_text)
            if field_name:
                parts.append(
                    FormattingPart(field_name, format_spec, conversion)
                )

        new_parts = []
        for part in parts:
            if not isinstance(part, str):
                new_parts.append(part)
                continue

            substr = ""
            for char in part:
                if char not in ("<", ">"):
                    substr += char
                else:
                    if substr:
                        new_parts.append(substr)
                    new_parts.append(char)
                    substr = ""
            if substr:
                new_parts.append(substr)

        self._parts: List["Union[str, OptionalPart, FormattingPart]"] = (
            self.find_optional_parts(new_parts)
        )

    def __str__(self) -> str:
        return self.template

    def __repr__(self) -> str:
        return f"<{self.__class__.__name__}> {self.template}"

    def __contains__(self, other: str) -> bool:
        return other in self.template

    def replace(self, *args, **kwargs):
        self._template = self.template.replace(*args, **kwargs)
        return self

    @property
    def template(self) -> str:
        return self._template

    def format(self, data: Dict[str, Any]) -> "TemplateResult":
        """ Figure out with whole formatting.

        Separate advanced keys (*Like '{project[name]}') from string which must
        be formatted separately in case of missing or incomplete keys in data.

        Args:
            data (dict): Containing keys to be filled into template.

        Returns:
            TemplateResult: Filled or partially filled template containing all
                data needed or missing for filling template.

        """
        result = TemplatePartResult()
        for part in self._parts:
            if isinstance(part, str):
                result.add_output(part)
            else:
                part.format(data, result)

        invalid_types = result.invalid_types
        invalid_types.update(result.invalid_optional_types)
        invalid_types = result.split_keys_to_subdicts(invalid_types)

        missing_keys = result.missing_keys
        missing_keys |= result.missing_optional_keys

        solved = result.solved
        used_values = result.get_clean_used_values()

        return TemplateResult(
            result.output,
            self.template,
            solved,
            used_values,
            missing_keys,
            invalid_types
        )

    def format_strict(self, data: Dict[str, Any]) -> "TemplateResult":
        result = self.format(data)
        result.validate()
        return result

    @classmethod
    def format_template(
        cls, template: str, data: Dict[str, Any]
    ) -> "TemplateResult":
        objected_template = cls(template)
        return objected_template.format(data)

    @classmethod
    def format_strict_template(
        cls, template: str, data: Dict[str, Any]
    ) -> "TemplateResult":
        objected_template = cls(template)
        return objected_template.format_strict(data)

    @staticmethod
    def find_optional_parts(
        parts: List["Union[str, FormattingPart]"]
    ) -> List["Union[str, OptionalPart, FormattingPart]"]:
        new_parts = []
        tmp_parts = {}
        counted_symb = -1
        for part in parts:
            if part == "<":
                counted_symb += 1
                tmp_parts[counted_symb] = []

            elif part == ">":
                if counted_symb > -1:
                    parts = tmp_parts.pop(counted_symb)
                    counted_symb -= 1
                    # If part contains only single string keep value
                    #   unchanged
                    if parts:
                        # Remove optional start char
                        parts.pop(0)

                    if not parts:
                        value = "<>"
                    elif (
                        len(parts) == 1
                        and isinstance(parts[0], str)
                    ):
                        value = "<{}>".format(parts[0])
                    else:
                        value = OptionalPart(parts)

                    if counted_symb < 0:
                        out_parts = new_parts
                    else:
                        out_parts = tmp_parts[counted_symb]
                    # Store value
                    out_parts.append(value)
                    continue

            if counted_symb < 0:
                new_parts.append(part)
            else:
                tmp_parts[counted_symb].append(part)

        if tmp_parts:
            for idx in sorted(tmp_parts.keys()):
                new_parts.extend(tmp_parts[idx])
        return new_parts

format(data)

Figure out with whole formatting.

Separate advanced keys (*Like '{project[name]}') from string which must be formatted separately in case of missing or incomplete keys in data.

Parameters:

Name Type Description Default
data dict

Containing keys to be filled into template.

required

Returns:

Name Type Description
TemplateResult TemplateResult

Filled or partially filled template containing all data needed or missing for filling template.

Source code in client/ayon_core/lib/path_templates.py
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def format(self, data: Dict[str, Any]) -> "TemplateResult":
    """ Figure out with whole formatting.

    Separate advanced keys (*Like '{project[name]}') from string which must
    be formatted separately in case of missing or incomplete keys in data.

    Args:
        data (dict): Containing keys to be filled into template.

    Returns:
        TemplateResult: Filled or partially filled template containing all
            data needed or missing for filling template.

    """
    result = TemplatePartResult()
    for part in self._parts:
        if isinstance(part, str):
            result.add_output(part)
        else:
            part.format(data, result)

    invalid_types = result.invalid_types
    invalid_types.update(result.invalid_optional_types)
    invalid_types = result.split_keys_to_subdicts(invalid_types)

    missing_keys = result.missing_keys
    missing_keys |= result.missing_optional_keys

    solved = result.solved
    used_values = result.get_clean_used_values()

    return TemplateResult(
        result.output,
        self.template,
        solved,
        used_values,
        missing_keys,
        invalid_types
    )

TemplatePartResult

Result to store result of template parts.

Source code in client/ayon_core/lib/path_templates.py
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class TemplatePartResult:
    """Result to store result of template parts."""
    def __init__(self, optional: bool = False):
        # Missing keys or invalid value types of required keys
        self._missing_keys: Set[str] = set()
        self._invalid_types: Dict[str, Any] = {}
        # Missing keys or invalid value types of optional keys
        self._missing_optional_keys: Set[str] = set()
        self._invalid_optional_types: Dict[str, Any] = {}

        # Used values stored by key with origin type
        #   - key without any padding or key modifiers
        #   - value from filling data
        #   Example: {"version": 1}
        self._used_values: Dict[str, Any] = {}
        # Used values stored by key with all modifirs
        #   - value is already formatted string
        #   Example: {"version:0>3": "001"}
        self._really_used_values: Dict[str, Any] = {}
        # Concatenated string output after formatting
        self._output: str = ""
        # Is this result from optional part
        # TODO find out why we don't use 'optional' from args
        self._optional: bool = True

    def add_output(self, other):
        if isinstance(other, str):
            self._output += other

        elif isinstance(other, TemplatePartResult):
            self._output += other.output

            self._missing_keys |= other.missing_keys
            self._missing_optional_keys |= other.missing_optional_keys

            self._invalid_types.update(other.invalid_types)
            self._invalid_optional_types.update(other.invalid_optional_types)

            if other.optional and not other.solved:
                return
            self._used_values.update(other.used_values)
            self._really_used_values.update(other.really_used_values)

        else:
            raise TypeError("Cannot add data from \"{}\" to \"{}\"".format(
                str(type(other)), self.__class__.__name__)
            )

    @property
    def solved(self) -> bool:
        if self.optional:
            if (
                len(self.missing_optional_keys) > 0
                or len(self.invalid_optional_types) > 0
            ):
                return False
        return (
            len(self.missing_keys) == 0
            and len(self.invalid_types) == 0
        )

    @property
    def optional(self) -> bool:
        return self._optional

    @property
    def output(self) -> str:
        return self._output

    @property
    def missing_keys(self) -> Set[str]:
        return self._missing_keys

    @property
    def missing_optional_keys(self) -> Set[str]:
        return self._missing_optional_keys

    @property
    def invalid_types(self) -> Dict[str, Any]:
        return self._invalid_types

    @property
    def invalid_optional_types(self) -> Dict[str, Any]:
        return self._invalid_optional_types

    @property
    def really_used_values(self) -> Dict[str, Any]:
        return self._really_used_values

    @property
    def realy_used_values(self) -> Dict[str, Any]:
        warnings.warn(
            "Property 'realy_used_values' is deprecated."
            " Use 'really_used_values' instead.",
            DeprecationWarning
        )
        return self._really_used_values

    @property
    def used_values(self) -> Dict[str, Any]:
        return self._used_values

    @staticmethod
    def split_keys_to_subdicts(values: Dict[str, Any]) -> Dict[str, Any]:
        output = {}
        formatter = Formatter()
        for key, value in values.items():
            _, field_name, _, _ = next(formatter.parse(f"{{{key}}}"))
            key_subdict = list(SUB_DICT_PATTERN.findall(field_name))
            data = output
            last_key = key_subdict.pop(-1)
            for subkey in key_subdict:
                if subkey not in data:
                    data[subkey] = {}
                data = data[subkey]
            data[last_key] = value
        return output

    def get_clean_used_values(self) -> Dict[str, Any]:
        new_used_values = {}
        for key, value in self.used_values.items():
            if isinstance(value, FormatObject):
                value = str(value)
            new_used_values[key] = value

        return self.split_keys_to_subdicts(new_used_values)

    def add_really_used_value(self, key: str, value: Any):
        self._really_used_values[key] = value

    def add_realy_used_value(self, key: str, value: Any):
        warnings.warn(
            "Method 'add_realy_used_value' is deprecated."
            " Use 'add_really_used_value' instead.",
            DeprecationWarning
        )
        self.add_really_used_value(key, value)

    def add_used_value(self, key: str, value: Any):
        self._used_values[key] = value

    def add_missing_key(self, key: str):
        if self._optional:
            self._missing_optional_keys.add(key)
        else:
            self._missing_keys.add(key)

    def add_invalid_type(self, key: str, value: Any):
        if self._optional:
            self._invalid_optional_types[key] = type(value)
        else:
            self._invalid_types[key] = type(value)

TemplateResult

Bases: str

Result of template format with most of the information in.

Parameters:

Name Type Description Default
used_values dict

Dictionary of template filling data with only used keys.

required
solved bool

For check if all required keys were filled.

required
template str

Original template.

required
missing_keys Iterable[str]

Missing keys that were not in the data. Include missing optional keys.

required
invalid_types dict

When key was found in data, but value had not allowed DataType. Allowed data types are numbers, str(basestring) and dict. Dictionary may cause invalid type when value of key in data is dictionary but template expect string of number.

required
Source code in client/ayon_core/lib/path_templates.py
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class TemplateResult(str):
    """Result of template format with most of the information in.

    Args:
        used_values (dict): Dictionary of template filling data with
            only used keys.
        solved (bool): For check if all required keys were filled.
        template (str): Original template.
        missing_keys (Iterable[str]): Missing keys that were not in the data.
            Include missing optional keys.
        invalid_types (dict): When key was found in data, but value had not
            allowed DataType. Allowed data types are `numbers`,
            `str`(`basestring`) and `dict`. Dictionary may cause invalid type
            when value of key in data is dictionary but template expect string
            of number.
    """

    used_values: Dict[str, Any] = None
    solved: bool = None
    template: str = None
    missing_keys: List[str] = None
    invalid_types: Dict[str, Any] = None

    def __new__(
        cls, filled_template, template, solved,
        used_values, missing_keys, invalid_types
    ):
        new_obj = super(TemplateResult, cls).__new__(cls, filled_template)
        new_obj.used_values = used_values
        new_obj.solved = solved
        new_obj.template = template
        new_obj.missing_keys = list(set(missing_keys))
        new_obj.invalid_types = invalid_types
        return new_obj

    def __copy__(self, *args, **kwargs):
        return self.copy()

    def __deepcopy__(self, *args, **kwargs):
        return self.copy()

    def validate(self):
        if not self.solved:
            raise TemplateUnsolved(
                self.template,
                self.missing_keys,
                self.invalid_types
            )

    def copy(self) -> "TemplateResult":
        cls = self.__class__
        return cls(
            str(self),
            self.template,
            self.solved,
            self.used_values,
            self.missing_keys,
            self.invalid_types
        )

    def normalized(self) -> "TemplateResult":
        """Convert to normalized path."""

        cls = self.__class__
        return cls(
            os.path.normpath(self.replace("\\", "/")),
            self.template,
            self.solved,
            self.used_values,
            self.missing_keys,
            self.invalid_types
        )

normalized()

Convert to normalized path.

Source code in client/ayon_core/lib/path_templates.py
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def normalized(self) -> "TemplateResult":
    """Convert to normalized path."""

    cls = self.__class__
    return cls(
        os.path.normpath(self.replace("\\", "/")),
        self.template,
        self.solved,
        self.used_values,
        self.missing_keys,
        self.invalid_types
    )

TemplateUnsolved

Bases: Exception

Exception for unsolved template when strict is set to True.

Source code in client/ayon_core/lib/path_templates.py
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class TemplateUnsolved(Exception):
    """Exception for unsolved template when strict is set to True."""

    msg = "Template \"{0}\" is unsolved.{1}{2}"
    invalid_types_msg = " Keys with invalid data type: `{0}`."
    missing_keys_msg = " Missing keys: \"{0}\"."

    def __init__(self, template, missing_keys, invalid_types):
        invalid_type_items = []
        for _key, _type in invalid_types.items():
            invalid_type_items.append(f"\"{_key}\" {str(_type)}")

        invalid_types_msg = ""
        if invalid_type_items:
            invalid_types_msg = self.invalid_types_msg.format(
                ", ".join(invalid_type_items)
            )

        missing_keys_msg = ""
        if missing_keys:
            missing_keys_msg = self.missing_keys_msg.format(
                ", ".join(missing_keys)
            )
        super().__init__(
            self.msg.format(template, missing_keys_msg, invalid_types_msg)
        )