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@@ -106,8 +106,6 @@ class Row(object):
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return bool(len(set(tag) & set(self.tags)))
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return bool(len(set(tag) & set(self.tags)))
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class Dataset(object):
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class Dataset(object):
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"""The :class:`Dataset` object is the heart of Tablib. It provides all core
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"""The :class:`Dataset` object is the heart of Tablib. It provides all core
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functionality.
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functionality.
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@@ -173,11 +171,9 @@ class Dataset(object):
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self._register_formats()
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self._register_formats()
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def __len__(self):
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def __len__(self):
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return self.height
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return self.height
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def __getitem__(self, key):
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def __getitem__(self, key):
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if isinstance(key, (str, unicode)):
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if isinstance(key, (str, unicode)):
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if key in self.headers:
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if key in self.headers:
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@@ -196,7 +192,6 @@ class Dataset(object):
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self._validate(value)
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self._validate(value)
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self._data[key] = Row(value)
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self._data[key] = Row(value)
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def __delitem__(self, key):
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def __delitem__(self, key):
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if isinstance(key, (str, unicode)):
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if isinstance(key, (str, unicode)):
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@@ -214,7 +209,6 @@ class Dataset(object):
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else:
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else:
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del self._data[key]
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del self._data[key]
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def __repr__(self):
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def __repr__(self):
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try:
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try:
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return '<%s dataset>' % (self.title.lower())
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return '<%s dataset>' % (self.title.lower())
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@@ -267,7 +261,6 @@ class Dataset(object):
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except AttributeError:
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except AttributeError:
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cls._formats[fmt.title] = (None, None)
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cls._formats[fmt.title] = (None, None)
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def _validate(self, row=None, col=None, safety=False):
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def _validate(self, row=None, col=None, safety=False):
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"""Assures size of every row in dataset is of proper proportions."""
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"""Assures size of every row in dataset is of proper proportions."""
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if row:
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if row:
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@@ -287,7 +280,6 @@ class Dataset(object):
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raise InvalidDimensions
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raise InvalidDimensions
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return False
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return False
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def _package(self, dicts=True, ordered=True):
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def _package(self, dicts=True, ordered=True):
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"""Packages Dataset into lists of dictionaries for transmission."""
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"""Packages Dataset into lists of dictionaries for transmission."""
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# TODO: Dicts default to false?
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# TODO: Dicts default to false?
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@@ -312,7 +304,6 @@ class Dataset(object):
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except IndexError:
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except IndexError:
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raise InvalidDatasetIndex
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raise InvalidDatasetIndex
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if self.headers:
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if self.headers:
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if dicts:
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if dicts:
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data = [dict_pack(list(zip(self.headers, data_row))) for data_row in _data]
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data = [dict_pack(list(zip(self.headers, data_row))) for data_row in _data]
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@@ -323,8 +314,6 @@ class Dataset(object):
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return data
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return data
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def _get_headers(self):
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def _get_headers(self):
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"""An *optional* list of strings to be used for header rows and attribute names.
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"""An *optional* list of strings to be used for header rows and attribute names.
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@@ -333,7 +322,6 @@ class Dataset(object):
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"""
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"""
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return self.__headers
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return self.__headers
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def _set_headers(self, collection):
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def _set_headers(self, collection):
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"""Validating headers setter."""
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"""Validating headers setter."""
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self._validate(collection)
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self._validate(collection)
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@@ -347,7 +335,6 @@ class Dataset(object):
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headers = property(_get_headers, _set_headers)
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headers = property(_get_headers, _set_headers)
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def _get_dict(self):
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def _get_dict(self):
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"""A native Python representation of the :class:`Dataset` object. If headers have
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"""A native Python representation of the :class:`Dataset` object. If headers have
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been set, a list of Python dictionaries will be returned. If no headers have been set,
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been set, a list of Python dictionaries will be returned. If no headers have been set,
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@@ -361,7 +348,6 @@ class Dataset(object):
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"""
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"""
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return self._package()
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return self._package()
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def _set_dict(self, pickle):
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def _set_dict(self, pickle):
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"""A native Python representation of the Dataset object. If headers have been
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"""A native Python representation of the Dataset object. If headers have been
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set, a list of Python dictionaries will be returned. If no headers have been
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set, a list of Python dictionaries will be returned. If no headers have been
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@@ -394,7 +380,6 @@ class Dataset(object):
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dict = property(_get_dict, _set_dict)
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dict = property(_get_dict, _set_dict)
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def _clean_col(self, col):
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def _clean_col(self, col):
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"""Prepares the given column for insert/append."""
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"""Prepares the given column for insert/append."""
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@@ -412,7 +397,6 @@ class Dataset(object):
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return col
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return col
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@property
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@property
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def height(self):
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def height(self):
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"""The number of rows currently in the :class:`Dataset`.
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"""The number of rows currently in the :class:`Dataset`.
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@@ -420,7 +404,6 @@ class Dataset(object):
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"""
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"""
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return len(self._data)
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return len(self._data)
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@property
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@property
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def width(self):
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def width(self):
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"""The number of columns currently in the :class:`Dataset`.
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"""The number of columns currently in the :class:`Dataset`.
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@@ -435,7 +418,6 @@ class Dataset(object):
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except TypeError:
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except TypeError:
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return 0
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return 0
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def load(self, in_stream, format=None, **kwargs):
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def load(self, in_stream, format=None, **kwargs):
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"""
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"""
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Import `in_stream` to the :class:`Dataset` object using the `format`.
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Import `in_stream` to the :class:`Dataset` object using the `format`.
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@@ -453,8 +435,6 @@ class Dataset(object):
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import_set(self, in_stream, **kwargs)
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import_set(self, in_stream, **kwargs)
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return self
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return self
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def export(self, format, **kwargs):
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def export(self, format, **kwargs):
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"""
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"""
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Export :class:`Dataset` object to `format`.
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Export :class:`Dataset` object to `format`.
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@@ -552,7 +532,6 @@ class Dataset(object):
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"""
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"""
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pass
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pass
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@property
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@property
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def tsv():
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def tsv():
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"""A TSV representation of the :class:`Dataset` object. The top row will contain
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"""A TSV representation of the :class:`Dataset` object. The top row will contain
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@@ -677,7 +656,6 @@ class Dataset(object):
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self._validate(row)
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self._validate(row)
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self._data.insert(index, Row(row, tags=tags))
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self._data.insert(index, Row(row, tags=tags))
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def rpush(self, row, tags=list()):
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def rpush(self, row, tags=list()):
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"""Adds a row to the end of the :class:`Dataset`.
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"""Adds a row to the end of the :class:`Dataset`.
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See :class:`Dataset.insert` for additional documentation.
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See :class:`Dataset.insert` for additional documentation.
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@@ -685,7 +663,6 @@ class Dataset(object):
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self.insert(self.height, row=row, tags=tags)
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self.insert(self.height, row=row, tags=tags)
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def lpush(self, row, tags=list()):
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def lpush(self, row, tags=list()):
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"""Adds a row to the top of the :class:`Dataset`.
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"""Adds a row to the top of the :class:`Dataset`.
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See :class:`Dataset.insert` for additional documentation.
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See :class:`Dataset.insert` for additional documentation.
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@@ -693,7 +670,6 @@ class Dataset(object):
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self.insert(0, row=row, tags=tags)
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self.insert(0, row=row, tags=tags)
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def append(self, row, tags=list()):
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def append(self, row, tags=list()):
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"""Adds a row to the :class:`Dataset`.
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"""Adds a row to the :class:`Dataset`.
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See :class:`Dataset.insert` for additional documentation.
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See :class:`Dataset.insert` for additional documentation.
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@@ -709,7 +685,6 @@ class Dataset(object):
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for row in rows:
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for row in rows:
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self.append(row, tags)
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self.append(row, tags)
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def lpop(self):
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def lpop(self):
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"""Removes and returns the first row of the :class:`Dataset`."""
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"""Removes and returns the first row of the :class:`Dataset`."""
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@@ -718,7 +693,6 @@ class Dataset(object):
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return cache
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return cache
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def rpop(self):
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def rpop(self):
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"""Removes and returns the last row of the :class:`Dataset`."""
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"""Removes and returns the last row of the :class:`Dataset`."""
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@@ -727,13 +701,11 @@ class Dataset(object):
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return cache
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return cache
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def pop(self):
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def pop(self):
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"""Removes and returns the last row of the :class:`Dataset`."""
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"""Removes and returns the last row of the :class:`Dataset`."""
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return self.rpop()
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return self.rpop()
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# -------
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# -------
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# Columns
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# Columns
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# -------
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# -------
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@@ -788,7 +760,6 @@ class Dataset(object):
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self.headers.insert(index, header)
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self.headers.insert(index, header)
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if self.height and self.width:
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if self.height and self.width:
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for i, row in enumerate(self._data):
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for i, row in enumerate(self._data):
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@@ -798,8 +769,6 @@ class Dataset(object):
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else:
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else:
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self._data = [Row([row]) for row in col]
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self._data = [Row([row]) for row in col]
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def rpush_col(self, col, header=None):
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def rpush_col(self, col, header=None):
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"""Adds a column to the end of the :class:`Dataset`.
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"""Adds a column to the end of the :class:`Dataset`.
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See :class:`Dataset.insert` for additional documentation.
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See :class:`Dataset.insert` for additional documentation.
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@@ -807,7 +776,6 @@ class Dataset(object):
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self.insert_col(self.width, col, header=header)
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self.insert_col(self.width, col, header=header)
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def lpush_col(self, col, header=None):
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def lpush_col(self, col, header=None):
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"""Adds a column to the top of the :class:`Dataset`.
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"""Adds a column to the top of the :class:`Dataset`.
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See :class:`Dataset.insert` for additional documentation.
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See :class:`Dataset.insert` for additional documentation.
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@@ -815,14 +783,12 @@ class Dataset(object):
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self.insert_col(0, col, header=header)
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self.insert_col(0, col, header=header)
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def insert_separator(self, index, text='-'):
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def insert_separator(self, index, text='-'):
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"""Adds a separator to :class:`Dataset` at given index."""
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"""Adds a separator to :class:`Dataset` at given index."""
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sep = (index, text)
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sep = (index, text)
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self._separators.append(sep)
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self._separators.append(sep)
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def append_separator(self, text='-'):
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def append_separator(self, text='-'):
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"""Adds a :ref:`separator <separators>` to the :class:`Dataset`."""
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"""Adds a :ref:`separator <separators>` to the :class:`Dataset`."""
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@@ -834,7 +800,6 @@ class Dataset(object):
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self.insert_separator(index, text)
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self.insert_separator(index, text)
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def append_col(self, col, header=None):
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def append_col(self, col, header=None):
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"""Adds a column to the :class:`Dataset`.
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"""Adds a column to the :class:`Dataset`.
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See :class:`Dataset.insert_col` for additional documentation.
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See :class:`Dataset.insert_col` for additional documentation.
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@@ -842,13 +807,11 @@ class Dataset(object):
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self.rpush_col(col, header)
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self.rpush_col(col, header)
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def get_col(self, index):
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def get_col(self, index):
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"""Returns the column from the :class:`Dataset` at the given index."""
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"""Returns the column from the :class:`Dataset` at the given index."""
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return [row[index] for row in self._data]
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return [row[index] for row in self._data]
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# ----
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# ----
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# Misc
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# Misc
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# ----
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# ----
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@@ -875,7 +838,6 @@ class Dataset(object):
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return True
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return True
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def filter(self, tag):
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def filter(self, tag):
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"""Returns a new instance of the :class:`Dataset`, excluding any rows
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"""Returns a new instance of the :class:`Dataset`, excluding any rows
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that do not contain the given :ref:`tags <tags>`.
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that do not contain the given :ref:`tags <tags>`.
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@@ -885,7 +847,6 @@ class Dataset(object):
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return _dset
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return _dset
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def sort(self, col, reverse=False):
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def sort(self, col, reverse=False):
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"""Sort a :class:`Dataset` by a specific column, given string (for
|
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"""Sort a :class:`Dataset` by a specific column, given string (for
|
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header) or integer (for column index). The order can be reversed by
|
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header) or integer (for column index). The order can be reversed by
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@@ -921,10 +882,8 @@ class Dataset(object):
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row = item
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row = item
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_dset.append(row=row)
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_dset.append(row=row)
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return _dset
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return _dset
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def transpose(self):
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def transpose(self):
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"""Transpose a :class:`Dataset`, turning rows into columns and vice
|
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|
"""Transpose a :class:`Dataset`, turning rows into columns and vice
|
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|
versa, returning a new ``Dataset`` instance. The first row of the
|
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versa, returning a new ``Dataset`` instance. The first row of the
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@@ -953,7 +912,6 @@ class Dataset(object):
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_dset.append(row=row_data)
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_dset.append(row=row_data)
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return _dset
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return _dset
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def stack(self, other):
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def stack(self, other):
|
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|
"""Stack two :class:`Dataset` instances together by
|
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|
"""Stack two :class:`Dataset` instances together by
|
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|
joining at the row level, and return new combined
|
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joining at the row level, and return new combined
|
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|
@@ -976,7 +934,6 @@ class Dataset(object):
|
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return _dset
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return _dset
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def stack_cols(self, other):
|
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def stack_cols(self, other):
|
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|
"""Stack two :class:`Dataset` instances together by
|
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|
"""Stack two :class:`Dataset` instances together by
|
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|
joining at the column level, and return a new
|
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|
joining at the column level, and return a new
|
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|
@@ -1010,20 +967,17 @@ class Dataset(object):
|
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return _dset
|
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|
return _dset
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|
def remove_duplicates(self):
|
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|
|
def remove_duplicates(self):
|
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|
|
"""Removes all duplicate rows from the :class:`Dataset` object
|
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|
|
"""Removes all duplicate rows from the :class:`Dataset` object
|
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|
|
while maintaining the original order."""
|
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|
|
while maintaining the original order."""
|
|
|
|
seen = set()
|
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|
|
seen = set()
|
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|
|
self._data[:] = [row for row in self._data if not (tuple(row) in seen or seen.add(tuple(row)))]
|
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|
|
self._data[:] = [row for row in self._data if not (tuple(row) in seen or seen.add(tuple(row)))]
|
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|
|
def wipe(self):
|
|
|
|
def wipe(self):
|
|
|
|
"""Removes all content and headers from the :class:`Dataset` object."""
|
|
|
|
"""Removes all content and headers from the :class:`Dataset` object."""
|
|
|
|
self._data = list()
|
|
|
|
self._data = list()
|
|
|
|
self.__headers = None
|
|
|
|
self.__headers = None
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def subset(self, rows=None, cols=None):
|
|
|
|
def subset(self, rows=None, cols=None):
|
|
|
|
"""Returns a new instance of the :class:`Dataset`,
|
|
|
|
"""Returns a new instance of the :class:`Dataset`,
|
|
|
|
including only specified rows and columns.
|
|
|
|
including only specified rows and columns.
|
|
|
@@ -1064,7 +1018,6 @@ class Dataset(object):
|
|
|
|
return _dset
|
|
|
|
return _dset
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class Databook(object):
|
|
|
|
class Databook(object):
|
|
|
|
"""A book of :class:`Dataset` objects.
|
|
|
|
"""A book of :class:`Dataset` objects.
|
|
|
|
"""
|
|
|
|
"""
|
|
|
@@ -1090,7 +1043,6 @@ class Databook(object):
|
|
|
|
"""Removes all :class:`Dataset` objects from the :class:`Databook`."""
|
|
|
|
"""Removes all :class:`Dataset` objects from the :class:`Databook`."""
|
|
|
|
self._datasets = []
|
|
|
|
self._datasets = []
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@classmethod
|
|
|
|
@classmethod
|
|
|
|
def _register_formats(cls):
|
|
|
|
def _register_formats(cls):
|
|
|
|
"""Adds format properties."""
|
|
|
|
"""Adds format properties."""
|
|
|
@@ -1116,7 +1068,6 @@ class Databook(object):
|
|
|
|
else:
|
|
|
|
else:
|
|
|
|
raise InvalidDatasetType
|
|
|
|
raise InvalidDatasetType
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def _package(self, ordered=True):
|
|
|
|
def _package(self, ordered=True):
|
|
|
|
"""Packages :class:`Databook` for delivery."""
|
|
|
|
"""Packages :class:`Databook` for delivery."""
|
|
|
|
collector = []
|
|
|
|
collector = []
|
|
|
@@ -1133,7 +1084,6 @@ class Databook(object):
|
|
|
|
))
|
|
|
|
))
|
|
|
|
return collector
|
|
|
|
return collector
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
@property
|
|
|
|
@property
|
|
|
|
def size(self):
|
|
|
|
def size(self):
|
|
|
|
"""The number of the :class:`Dataset` objects within :class:`Databook`."""
|
|
|
|
"""The number of the :class:`Dataset` objects within :class:`Databook`."""
|
|
|
@@ -1178,6 +1128,7 @@ def detect_format(stream):
|
|
|
|
except AttributeError:
|
|
|
|
except AttributeError:
|
|
|
|
pass
|
|
|
|
pass
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def import_set(stream, format=None, **kwargs):
|
|
|
|
def import_set(stream, format=None, **kwargs):
|
|
|
|
"""Return dataset of given stream."""
|
|
|
|
"""Return dataset of given stream."""
|
|
|
|
|
|
|
|
|
|
|
@@ -1197,11 +1148,14 @@ class InvalidDatasetType(Exception):
|
|
|
|
class InvalidDimensions(Exception):
|
|
|
|
class InvalidDimensions(Exception):
|
|
|
|
"Invalid size"
|
|
|
|
"Invalid size"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class InvalidDatasetIndex(Exception):
|
|
|
|
class InvalidDatasetIndex(Exception):
|
|
|
|
"Outside of Dataset size"
|
|
|
|
"Outside of Dataset size"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class HeadersNeeded(Exception):
|
|
|
|
class HeadersNeeded(Exception):
|
|
|
|
"Header parameter must be given when appending a column in this Dataset."
|
|
|
|
"Header parameter must be given when appending a column in this Dataset."
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
class UnsupportedFormat(NotImplementedError):
|
|
|
|
class UnsupportedFormat(NotImplementedError):
|
|
|
|
"Format is not supported"
|
|
|
|
"Format is not supported"
|
|
|
|