# Source code for tecplot.data.variable

    from builtins import int

    import logging

    from six import string_types
    from textwrap import dedent

    from ..tecutil import _tecutil, _tecutil_connector
    from ..constant import *
    from ..exception import *
    from .. import layout, session, tecutil
    from . import array

    log = logging.getLogger(__name__)

    @tecutil.lock_attributes
    class Variable(object):
        """Key value for a data array within a `Dataset`.

        `Variables <Variable>` can be identified (uniquely) by the index within
        their parent `Dataset` or (non-uniquely) by name. In general, a `Zone
        <data_access>` must also be selected to access the underlying data array.
        This object is used by several style controlling classes such as contours
        and vectors. The following example sets the contour variable for the first
        contour group to the first variable named 'S'::

            >>> plot.contour(0).variable = dataset.variable('S')
        """
        def __init__(self, uid, dataset):
            self.uid = uid
            self.dataset = dataset

        @property
        def _cache(self):
            if _tecutil_connector.suspended:
                _tecutil_connector._delete_caches.append(self._delete_cache)
                return True
            else:
                return False

        def _delete_cache(self):
            attrs = ['_index']
            for attr in attrs:
                try:
                    delattr(self, attr)
                except AttributeError:
                    pass

        def __str__(self):
            """Brief string representation.

            Returns:
                `str`: Brief representation of this `Variable`, showing
                `Zones <data_access>`.

            Example::

                >>> p = dataset.variable('Pressure')
                >>> print(p)
                Pressure
            """
            return self.name

        def __repr__(self):
            """Executable string representation.

            Returns:
                `str`: Internal representation of this `Variable`.

            The string returned can be executed to generate a
            clone of this `Variable` object::

                >>> x = dataset.variable('x')
                >>> print(repr(x))
                Variable(uid=41, Dataset(uid=21, frame=Frame(uid=11,
                page=Page(uid=1)))
                >>> exec('x_clone = '+repr(x))
                >>> x_clone
                Variable(uid=41, Dataset(uid=21, frame=Frame(uid=11,
                page=Page(uid=1)))
                >>> x == x_clone
                True
            """
            return 'Variable(uid={uid}, dataset={dataset})'.format(
                uid=self.uid, dataset=repr(self.dataset))

        def __eq__(self, other):
            """Checks for equality in the |Tecplot Engine|.

            Returns:
                `bool`: `True` if the unique ID numbers are the same for both
                `Variables <Variable>`.
            """
            return self.uid == other.uid

        def __ne__(self, other):
            return not (self == other)

        @property
        def aux_data(self):
            """Auxiliary data for this variable.

            Returns:
                `AuxData`

            This is the auxiliary data attached to the variable. Such data is
            written to the layout file by default and can be retrieved later.
            Example usage::

                >>> frame = tp.active_frame()
                >>> aux = frame.dataset.variable('X').aux_data
                >>> aux['X_weighted_avg'] = '3.14159'
                >>> print(aux['X_weighted_avg'])
                3.14159
            """
            return session.AuxData(self.dataset.frame, AuxDataObjectType.Variable,
                                   self.index)

        @property
        def index(self):
            """`Index`: Zero-based position within the parent `Dataset`.

            Example usage::

                >>> plot.contour(0).variable_index = dataset.variable('S').index
            """
            if self._cache:
                if not hasattr(self, '_index'):
                    num = _tecutil.VarGetNumByUniqueID(self.uid)
                    self._index = tecutil.Index(num - 1)
                return self._index
            else:
                return tecutil.Index(_tecutil.VarGetNumByUniqueID(self.uid) - 1)

        @property
        def lock_mode(self):
            """`VarLockMode`: Type of lock or `None` (read-only).

            Variables may be locked as a result of other operations, typically
            through the use of the CFD Analyzer. This read-only property returns
            `None` if the variable is not locked, `VarLockMode.ValueChange` if the
            variable may not be modified or `VarLockMode.Delete` if the variable
            may not be deleted.

            This example modifies variable ``s`` only if it is not locked::

                >>> variable_s = dataset.variable('s')
                >>> if variable_s.lock_mode is None:
                ...     tp.data.operate.execute_equation('{s} = {p}**2')

            .. versionadded:: 2019.1
                Variable lock mode property requires Tecplot 360 2019 R1 or later.
            """
            if __debug__:
                if (
                    _tecutil_connector.connected and
                    _tecutil_connector.client.tuserver_version < 5
                ):
                    raise TecplotOutOfDateEngineError((2018, 3))
            with self.dataset.frame.activated():
                _, mode, _ = _tecutil.VariableIsLocked(self.index + 1)
                return mode

        def minmax(self):
            """Limits of the values stored in this variable across all zones.

            :rtype: 2-tuple of `floats <float>`

            This always returns `floats <float>` regardless of the underlying data
            type::

                >>> print(dataset.variable('x').minmax())
                (0, 10)
            """
            with self.dataset.frame.activated():
                success, vmin, vmax = _tecutil.VarGetMinMax(self.index + 1)
                if not success:
                    raise TecplotSystemError()
                return vmin, vmax

        def min(self):
            """Lower bound of the values stored in this variable across all zones.

            :rtype: `float`

            This always returns a `float` regardless of the underlying data type::

                >>> print(dataset.variable('x').min())
                0
            """
            return self.minmax()[0]

        def max(self):
            """Upper bound of the values stored in this variable across all zones.

            :rtype: `float`

            This always returns a `float` regardless of the underlying data type::

                >>> print(dataset.variable('x').max())
                10
            """
            return self.minmax()[1]

        @property
        def name(self):
            """Returns or sets the name.

            :rtype: `string <str>`

            .. warning:: **Newlines in string identifiers may affect performance.**

                When iterating over many items by name, such as must be done when
                fetching an item via pattern matching, PyTecplot will optimize the
                search only if there are no newline characters in the searched
                items. Iterating over strings that contain newlines will be slower
                and therefore, it is best to avoid using newlines in string
                identifiers or names of objects such as `Zones <data_access>` or
                `Variables <Variable>`.

            Example usage::

                >>> print(dataset.variable(0).name)
                X
            """
            res, var_name = _tecutil.VarGetNameByDataSetID(self.dataset.uid,
                                                           self.index + 1)
            if not res:
                raise TecplotSystemError()
            return var_name

        @name.setter
        @tecutil.lock()
        def name(self, name):
            _tecutil.VarRenameByDataSetID(self.dataset.uid, self.index + 1, name)

        @property
        def num_zones(self):
            """`int`: Number of `Zones <data_access>` in the parent `Dataset`.

            Example usage, looping over all zones by index::

                >>> for zindex in range(dataset.num_zones):
                ...     zone = dataset.zone(zindex)
            """
            return self.dataset.num_zones

        def values(self, pattern):
            """Returns `Array` by index or string pattern.

            Parameters:
                pattern (`int`, `str` or `Zone <data_access>`):  Zero-based index
                    or `glob-style pattern <fnmatch.fnmatch>` in which case, the
                    first match is returned, or a `Zone <data_access>` object.

            .. note:: **Data operations can make use of Numpy when installed.**

                When doing large data transfers into and out of Tecplot using
                PyTecplot, it is recommended to install the Python array-processing
                module `Numpy <https://scipy.org>`_. PyTecplot will automatically
                use this to optimize data transfers which may result in significant
                performance gains.

            The `Zone.name <OrderedZone.name>` attribute is used to match the
            *pattern* to the desired `Array` though this is not necessarily
            unique::

                >>> ds = frame.dataset
                >>> print(ds)
                Dataset:
                  Zones: 'Rectangular zone'
                  Variables: 'x', 'y', 'z'
                >>> x = ds.variable('x')
                >>> rectzone = x.values('Rectangular zone')
                >>> rectzone == x.values(0)
                True

            .. warning:: **Zone and variable ordering may change between releases**

                Due to possible changes in data loaders or data formats over time,
                the ordering of zones and variables may be different between
                versions of Tecplot 360. Therefore it is recommended to always
                reference zones and variables **by name** instead of by index.
            """
            if isinstance(pattern, (string_types, int)):
                zone = self.dataset.zone(pattern)
            else:
                zone = pattern
            return array.Array(zone, self)