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proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.addidsuffix
def addidsuffix(self, idsuffix, recursive = True): """Appends a suffix to this element's ID, and optionally to all child IDs as well. There is sually no need to call this directly, invoked implicitly by :meth:`copy`""" if self.id: self.id += idsuffix if recursive: for e in self: ...
python
def addidsuffix(self, idsuffix, recursive = True): """Appends a suffix to this element's ID, and optionally to all child IDs as well. There is sually no need to call this directly, invoked implicitly by :meth:`copy`""" if self.id: self.id += idsuffix if recursive: for e in self: ...
Appends a suffix to this element's ID, and optionally to all child IDs as well. There is sually no need to call this directly, invoked implicitly by :meth:`copy`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1263-L1271
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.setparents
def setparents(self): """Correct all parent relations for elements within the scop. There is sually no need to call this directly, invoked implicitly by :meth:`copy`""" for c in self: if isinstance(c, AbstractElement): c.parent = self c.setparents()
python
def setparents(self): """Correct all parent relations for elements within the scop. There is sually no need to call this directly, invoked implicitly by :meth:`copy`""" for c in self: if isinstance(c, AbstractElement): c.parent = self c.setparents()
Correct all parent relations for elements within the scop. There is sually no need to call this directly, invoked implicitly by :meth:`copy`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1273-L1278
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.setdoc
def setdoc(self,newdoc): """Set a different document. Usually no need to call this directly, invoked implicitly by :meth:`copy`""" self.doc = newdoc if self.doc and self.id: self.doc.index[self.id] = self for c in self: if isinstance(c, AbstractElement): ...
python
def setdoc(self,newdoc): """Set a different document. Usually no need to call this directly, invoked implicitly by :meth:`copy`""" self.doc = newdoc if self.doc and self.id: self.doc.index[self.id] = self for c in self: if isinstance(c, AbstractElement): ...
Set a different document. Usually no need to call this directly, invoked implicitly by :meth:`copy`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1280-L1287
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.hastext
def hastext(self,cls='current',strict=True, correctionhandling=CorrectionHandling.CURRENT): #pylint: disable=too-many-return-statements """Does this element have text (of the specified class) By default, and unlike :meth:`text`, this checks strictly, i.e. the element itself must have the text and it is...
python
def hastext(self,cls='current',strict=True, correctionhandling=CorrectionHandling.CURRENT): #pylint: disable=too-many-return-statements """Does this element have text (of the specified class) By default, and unlike :meth:`text`, this checks strictly, i.e. the element itself must have the text and it is...
Does this element have text (of the specified class) By default, and unlike :meth:`text`, this checks strictly, i.e. the element itself must have the text and it is not inherited from its children. Parameters: cls (str): The class of the text content to obtain, defaults to ``current``. ...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1289-L1321
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.hasphon
def hasphon(self,cls='current',strict=True,correctionhandling=CorrectionHandling.CURRENT): #pylint: disable=too-many-return-statements """Does this element have phonetic content (of the specified class) By default, and unlike :meth:`phon`, this checks strictly, i.e. the element itself must have the pho...
python
def hasphon(self,cls='current',strict=True,correctionhandling=CorrectionHandling.CURRENT): #pylint: disable=too-many-return-statements """Does this element have phonetic content (of the specified class) By default, and unlike :meth:`phon`, this checks strictly, i.e. the element itself must have the pho...
Does this element have phonetic content (of the specified class) By default, and unlike :meth:`phon`, this checks strictly, i.e. the element itself must have the phonetic content and it is not inherited from its children. Parameters: cls (str): The class of the phonetic content to obtain, ...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1323-L1355
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.settext
def settext(self, text, cls='current'): """Set the text for this element. Arguments: text (str): The text cls (str): The class of the text, defaults to ``current`` (leave this unless you know what you are doing). There may be only one text content element of each class associate...
python
def settext(self, text, cls='current'): """Set the text for this element. Arguments: text (str): The text cls (str): The class of the text, defaults to ``current`` (leave this unless you know what you are doing). There may be only one text content element of each class associate...
Set the text for this element. Arguments: text (str): The text cls (str): The class of the text, defaults to ``current`` (leave this unless you know what you are doing). There may be only one text content element of each class associated with the element.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1357-L1364
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.setdocument
def setdocument(self, doc): """Associate a document with this element. Arguments: doc (:class:`Document`): A document Each element must be associated with a FoLiA document. """ assert isinstance(doc, Document) if not self.doc: self.doc = doc ...
python
def setdocument(self, doc): """Associate a document with this element. Arguments: doc (:class:`Document`): A document Each element must be associated with a FoLiA document. """ assert isinstance(doc, Document) if not self.doc: self.doc = doc ...
Associate a document with this element. Arguments: doc (:class:`Document`): A document Each element must be associated with a FoLiA document.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1366-L1385
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.addable
def addable(Class, parent, set=None, raiseexceptions=True): """Tests whether a new element of this class can be added to the parent. This method is mostly for internal use. This will use the ``OCCURRENCES`` property, but may be overidden by subclasses for more customised behaviour. Par...
python
def addable(Class, parent, set=None, raiseexceptions=True): """Tests whether a new element of this class can be added to the parent. This method is mostly for internal use. This will use the ``OCCURRENCES`` property, but may be overidden by subclasses for more customised behaviour. Par...
Tests whether a new element of this class can be added to the parent. This method is mostly for internal use. This will use the ``OCCURRENCES`` property, but may be overidden by subclasses for more customised behaviour. Parameters: parent (:class:`AbstractElement`): The element tha...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1406-L1455
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.postappend
def postappend(self): """This method will be called after an element is added to another and does some checks. It can do extra checks and if necessary raise exceptions to prevent addition. By default makes sure the right document is associated. This method is mostly for internal use. "...
python
def postappend(self): """This method will be called after an element is added to another and does some checks. It can do extra checks and if necessary raise exceptions to prevent addition. By default makes sure the right document is associated. This method is mostly for internal use. "...
This method will be called after an element is added to another and does some checks. It can do extra checks and if necessary raise exceptions to prevent addition. By default makes sure the right document is associated. This method is mostly for internal use.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1458-L1471
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.deepvalidation
def deepvalidation(self): """Perform deep validation of this element. Raises: :class:`DeepValidationError` """ if self.doc and self.doc.deepvalidation and self.set and self.set[0] != '_': try: self.doc.setdefinitions[self.set].testclass(self.cls) ...
python
def deepvalidation(self): """Perform deep validation of this element. Raises: :class:`DeepValidationError` """ if self.doc and self.doc.deepvalidation and self.set and self.set[0] != '_': try: self.doc.setdefinitions[self.set].testclass(self.cls) ...
Perform deep validation of this element. Raises: :class:`DeepValidationError`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1486-L1503
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.findreplaceables
def findreplaceables(Class, parent, set=None,**kwargs): """Internal method to find replaceable elements. Auxiliary function used by :meth:`AbstractElement.replace`. Can be overriden for more fine-grained control.""" return list(parent.select(Class,set,False))
python
def findreplaceables(Class, parent, set=None,**kwargs): """Internal method to find replaceable elements. Auxiliary function used by :meth:`AbstractElement.replace`. Can be overriden for more fine-grained control.""" return list(parent.select(Class,set,False))
Internal method to find replaceable elements. Auxiliary function used by :meth:`AbstractElement.replace`. Can be overriden for more fine-grained control.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1766-L1768
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.updatetext
def updatetext(self): """Recompute textual value based on the text content of the children. Only supported on elements that are a ``TEXTCONTAINER``""" if self.TEXTCONTAINER: s = "" for child in self: if isinstance(child, AbstractElement): child...
python
def updatetext(self): """Recompute textual value based on the text content of the children. Only supported on elements that are a ``TEXTCONTAINER``""" if self.TEXTCONTAINER: s = "" for child in self: if isinstance(child, AbstractElement): child...
Recompute textual value based on the text content of the children. Only supported on elements that are a ``TEXTCONTAINER``
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1772-L1782
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.replace
def replace(self, child, *args, **kwargs): """Appends a child element like ``append()``, but replaces any existing child element of the same type and set. If no such child element exists, this will act the same as append() Keyword arguments: alternative (bool): If set to True, the *replaced...
python
def replace(self, child, *args, **kwargs): """Appends a child element like ``append()``, but replaces any existing child element of the same type and set. If no such child element exists, this will act the same as append() Keyword arguments: alternative (bool): If set to True, the *replaced...
Appends a child element like ``append()``, but replaces any existing child element of the same type and set. If no such child element exists, this will act the same as append() Keyword arguments: alternative (bool): If set to True, the *replaced* element will be made into an alternative. Simply use...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1784-L1838
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.ancestors
def ancestors(self, Class=None): """Generator yielding all ancestors of this element, effectively back-tracing its path to the root element. A tuple of multiple classes may be specified. Arguments: *Class: The class or classes (:class:`AbstractElement` or subclasses). Not instances! ...
python
def ancestors(self, Class=None): """Generator yielding all ancestors of this element, effectively back-tracing its path to the root element. A tuple of multiple classes may be specified. Arguments: *Class: The class or classes (:class:`AbstractElement` or subclasses). Not instances! ...
Generator yielding all ancestors of this element, effectively back-tracing its path to the root element. A tuple of multiple classes may be specified. Arguments: *Class: The class or classes (:class:`AbstractElement` or subclasses). Not instances! Yields: elements (instances de...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1840-L1860
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.ancestor
def ancestor(self, *Classes): """Find the most immediate ancestor of the specified type, multiple classes may be specified. Arguments: *Classes: The possible classes (:class:`AbstractElement` or subclasses) to select from. Not instances! Example:: paragraph = word.ance...
python
def ancestor(self, *Classes): """Find the most immediate ancestor of the specified type, multiple classes may be specified. Arguments: *Classes: The possible classes (:class:`AbstractElement` or subclasses) to select from. Not instances! Example:: paragraph = word.ance...
Find the most immediate ancestor of the specified type, multiple classes may be specified. Arguments: *Classes: The possible classes (:class:`AbstractElement` or subclasses) to select from. Not instances! Example:: paragraph = word.ancestor(folia.Paragraph)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1862-L1874
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.xml
def xml(self, attribs = None,elements = None, skipchildren = False): """Serialises the FoLiA element and all its contents to XML. Arguments are mostly for internal use. Returns: an lxml.etree.Element See also: :meth:`AbstractElement.xmlstring` - for direct stri...
python
def xml(self, attribs = None,elements = None, skipchildren = False): """Serialises the FoLiA element and all its contents to XML. Arguments are mostly for internal use. Returns: an lxml.etree.Element See also: :meth:`AbstractElement.xmlstring` - for direct stri...
Serialises the FoLiA element and all its contents to XML. Arguments are mostly for internal use. Returns: an lxml.etree.Element See also: :meth:`AbstractElement.xmlstring` - for direct string output
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L1877-L2047
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.json
def json(self, attribs=None, recurse=True, ignorelist=False): """Serialises the FoLiA element and all its contents to a Python dictionary suitable for serialisation to JSON. Example:: import json json.dumps(word.json()) Returns: dict """ jso...
python
def json(self, attribs=None, recurse=True, ignorelist=False): """Serialises the FoLiA element and all its contents to a Python dictionary suitable for serialisation to JSON. Example:: import json json.dumps(word.json()) Returns: dict """ jso...
Serialises the FoLiA element and all its contents to a Python dictionary suitable for serialisation to JSON. Example:: import json json.dumps(word.json()) Returns: dict
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2050-L2110
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.xmlstring
def xmlstring(self, pretty_print=False): """Serialises this FoLiA element and all its contents to XML. Returns: str: a string with XML representation for this element and all its children""" s = ElementTree.tostring(self.xml(), xml_declaration=False, pretty_print=pretty_print, encod...
python
def xmlstring(self, pretty_print=False): """Serialises this FoLiA element and all its contents to XML. Returns: str: a string with XML representation for this element and all its children""" s = ElementTree.tostring(self.xml(), xml_declaration=False, pretty_print=pretty_print, encod...
Serialises this FoLiA element and all its contents to XML. Returns: str: a string with XML representation for this element and all its children
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2114-L2129
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.select
def select(self, Class, set=None, recursive=True, ignore=True, node=None): #pylint: disable=bad-classmethod-argument,redefined-builtin """Select child elements of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; an...
python
def select(self, Class, set=None, recursive=True, ignore=True, node=None): #pylint: disable=bad-classmethod-argument,redefined-builtin """Select child elements of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; an...
Select child elements of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Set (str): The set to match against, only elements pertaining to ...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2132-L2201
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.count
def count(self, Class, set=None, recursive=True, ignore=True, node=None): """Like :meth:`AbstractElement.select`, but instead of returning the elements, it merely counts them. Returns: int """ return sum(1 for i in self.select(Class,set,recursive,ignore,node) )
python
def count(self, Class, set=None, recursive=True, ignore=True, node=None): """Like :meth:`AbstractElement.select`, but instead of returning the elements, it merely counts them. Returns: int """ return sum(1 for i in self.select(Class,set,recursive,ignore,node) )
Like :meth:`AbstractElement.select`, but instead of returning the elements, it merely counts them. Returns: int
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2203-L2209
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.items
def items(self, founditems=[]): #pylint: disable=dangerous-default-value """Returns a depth-first flat list of *all* items below this element (not limited to AbstractElement)""" l = [] for e in self.data: if e not in founditems: #prevent going in recursive loops l.ap...
python
def items(self, founditems=[]): #pylint: disable=dangerous-default-value """Returns a depth-first flat list of *all* items below this element (not limited to AbstractElement)""" l = [] for e in self.data: if e not in founditems: #prevent going in recursive loops l.ap...
Returns a depth-first flat list of *all* items below this element (not limited to AbstractElement)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2211-L2219
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.getmetadata
def getmetadata(self, key=None): """Get the metadata that applies to this element, automatically inherited from parent elements""" if self.metadata: d = self.doc.submetadata[self.metadata] elif self.parent: d = self.parent.getmetadata() elif self.doc: ...
python
def getmetadata(self, key=None): """Get the metadata that applies to this element, automatically inherited from parent elements""" if self.metadata: d = self.doc.submetadata[self.metadata] elif self.parent: d = self.parent.getmetadata() elif self.doc: ...
Get the metadata that applies to this element, automatically inherited from parent elements
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2221-L2234
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.getindex
def getindex(self, child, recursive=True, ignore=True): """Get the index at which an element occurs, recursive by default! Returns: int """ #breadth first search for i, c in enumerate(self.data): if c is child: return i if recursi...
python
def getindex(self, child, recursive=True, ignore=True): """Get the index at which an element occurs, recursive by default! Returns: int """ #breadth first search for i, c in enumerate(self.data): if c is child: return i if recursi...
Get the index at which an element occurs, recursive by default! Returns: int
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2238-L2278
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.precedes
def precedes(self, other): """Returns a boolean indicating whether this element precedes the other element""" try: ancestor = next(commonancestors(AbstractElement, self, other)) except StopIteration: raise Exception("Elements share no common ancestor") #now we jus...
python
def precedes(self, other): """Returns a boolean indicating whether this element precedes the other element""" try: ancestor = next(commonancestors(AbstractElement, self, other)) except StopIteration: raise Exception("Elements share no common ancestor") #now we jus...
Returns a boolean indicating whether this element precedes the other element
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2280-L2296
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.depthfirstsearch
def depthfirstsearch(self, function): """Generic depth first search algorithm using a callback function, continues as long as the callback function returns None""" result = function(self) if result is not None: return result for e in self: result = e.depthfirstsea...
python
def depthfirstsearch(self, function): """Generic depth first search algorithm using a callback function, continues as long as the callback function returns None""" result = function(self) if result is not None: return result for e in self: result = e.depthfirstsea...
Generic depth first search algorithm using a callback function, continues as long as the callback function returns None
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2299-L2308
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.next
def next(self, Class=True, scope=True, reverse=False): """Returns the next element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The...
python
def next(self, Class=True, scope=True, reverse=False): """Returns the next element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The...
Returns the next element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The class to select; any python class subclassed off `'AbstractElemen...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2310-L2367
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.previous
def previous(self, Class=True, scope=True): """Returns the previous element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The class ...
python
def previous(self, Class=True, scope=True): """Returns the previous element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The class ...
Returns the previous element, if it is of the specified type and if it does not cross the boundary of the defined scope. Returns None if no next element is found. Non-authoritative elements are never returned. Arguments: * ``Class``: The class to select; any python class subclassed off `'AbstractEl...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2371-L2379
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.leftcontext
def leftcontext(self, size, placeholder=None, scope=None): """Returns the left context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope""" if size == 0: return [] #for efficiency context = [] e = self ...
python
def leftcontext(self, size, placeholder=None, scope=None): """Returns the left context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope""" if size == 0: return [] #for efficiency context = [] e = self ...
Returns the left context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2381-L2398
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.rightcontext
def rightcontext(self, size, placeholder=None, scope=None): """Returns the right context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope""" if size == 0: return [] #for efficiency context = [] e = self ...
python
def rightcontext(self, size, placeholder=None, scope=None): """Returns the right context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope""" if size == 0: return [] #for efficiency context = [] e = self ...
Returns the right context for an element, as a list. This method crosses sentence/paragraph boundaries by default, which can be restricted by setting scope
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2401-L2417
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.context
def context(self, size, placeholder=None, scope=None): """Returns this word in context, {size} words to the left, the current word, and {size} words to the right""" return self.leftcontext(size, placeholder,scope) + [self] + self.rightcontext(size, placeholder,scope)
python
def context(self, size, placeholder=None, scope=None): """Returns this word in context, {size} words to the left, the current word, and {size} words to the right""" return self.leftcontext(size, placeholder,scope) + [self] + self.rightcontext(size, placeholder,scope)
Returns this word in context, {size} words to the left, the current word, and {size} words to the right
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2419-L2421
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.relaxng
def relaxng(cls, includechildren=True,extraattribs = None, extraelements=None, origclass = None): """Returns a RelaxNG definition for this element (as an XML element (lxml.etree) rather than a string)""" E = ElementMaker(namespace="http://relaxng.org/ns/structure/1.0",nsmap={None:'http://relaxng.org/ns...
python
def relaxng(cls, includechildren=True,extraattribs = None, extraelements=None, origclass = None): """Returns a RelaxNG definition for this element (as an XML element (lxml.etree) rather than a string)""" E = ElementMaker(namespace="http://relaxng.org/ns/structure/1.0",nsmap={None:'http://relaxng.org/ns...
Returns a RelaxNG definition for this element (as an XML element (lxml.etree) rather than a string)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2424-L2579
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.parsexml
def parsexml(Class, node, doc, **kwargs): #pylint: disable=bad-classmethod-argument """Internal class method used for turning an XML element into an instance of the Class. Args: * ``node`` - XML Element * ``doc`` - Document Returns: An instance of the curren...
python
def parsexml(Class, node, doc, **kwargs): #pylint: disable=bad-classmethod-argument """Internal class method used for turning an XML element into an instance of the Class. Args: * ``node`` - XML Element * ``doc`` - Document Returns: An instance of the curren...
Internal class method used for turning an XML element into an instance of the Class. Args: * ``node`` - XML Element * ``doc`` - Document Returns: An instance of the current Class.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2582-L2724
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.remove
def remove(self, child): """Removes the child element""" if not isinstance(child, AbstractElement): raise ValueError("Expected AbstractElement, got " + str(type(child))) if child.parent == self: child.parent = None self.data.remove(child) #delete from inde...
python
def remove(self, child): """Removes the child element""" if not isinstance(child, AbstractElement): raise ValueError("Expected AbstractElement, got " + str(type(child))) if child.parent == self: child.parent = None self.data.remove(child) #delete from inde...
Removes the child element
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2729-L2738
proycon/pynlpl
pynlpl/formats/folia.py
AbstractElement.incorrection
def incorrection(self): """Is this element part of a correction? If it is, it returns the Correction element (evaluating to True), otherwise it returns None""" e = self.parent while e: if isinstance(e, Correction): return e if isinstance(e, AbstractStruct...
python
def incorrection(self): """Is this element part of a correction? If it is, it returns the Correction element (evaluating to True), otherwise it returns None""" e = self.parent while e: if isinstance(e, Correction): return e if isinstance(e, AbstractStruct...
Is this element part of a correction? If it is, it returns the Correction element (evaluating to True), otherwise it returns None
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2740-L2750
proycon/pynlpl
pynlpl/formats/folia.py
AllowCorrections.correct
def correct(self, **kwargs): """Apply a correction (TODO: documentation to be written still)""" if 'insertindex_offset' in kwargs: del kwargs['insertindex_offset'] #dealt with in an earlier stage if 'confidence' in kwargs and kwargs['confidence'] is None: del kwargs['co...
python
def correct(self, **kwargs): """Apply a correction (TODO: documentation to be written still)""" if 'insertindex_offset' in kwargs: del kwargs['insertindex_offset'] #dealt with in an earlier stage if 'confidence' in kwargs and kwargs['confidence'] is None: del kwargs['co...
Apply a correction (TODO: documentation to be written still)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L2856-L3007
proycon/pynlpl
pynlpl/formats/folia.py
AllowTokenAnnotation.annotations
def annotations(self,Class,set=None): """Obtain child elements (annotations) of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Se...
python
def annotations(self,Class,set=None): """Obtain child elements (annotations) of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Se...
Obtain child elements (annotations) of the specified class. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Set (str): The set to match against, only elements ...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3015-L3044
proycon/pynlpl
pynlpl/formats/folia.py
AllowTokenAnnotation.hasannotation
def hasannotation(self,Class,set=None): """Returns an integer indicating whether such as annotation exists, and if so, how many. See :meth:`AllowTokenAnnotation.annotations`` for a description of the parameters.""" return sum( 1 for _ in self.select(Class,set,True,default_ignore_annotations))
python
def hasannotation(self,Class,set=None): """Returns an integer indicating whether such as annotation exists, and if so, how many. See :meth:`AllowTokenAnnotation.annotations`` for a description of the parameters.""" return sum( 1 for _ in self.select(Class,set,True,default_ignore_annotations))
Returns an integer indicating whether such as annotation exists, and if so, how many. See :meth:`AllowTokenAnnotation.annotations`` for a description of the parameters.
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3046-L3050
proycon/pynlpl
pynlpl/formats/folia.py
AllowTokenAnnotation.annotation
def annotation(self, type, set=None): """Obtain a single annotation element. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Set (str): The set to matc...
python
def annotation(self, type, set=None): """Obtain a single annotation element. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Set (str): The set to matc...
Obtain a single annotation element. A further restriction can be made based on set. Arguments: Class (class): The class to select; any python class (not instance) subclassed off :class:`AbstractElement` Set (str): The set to match against, only elements pertaining to this set w...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3052-L3078
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.append
def append(self, child, *args, **kwargs): """See ``AbstractElement.append()``""" e = super(AbstractStructureElement,self).append(child, *args, **kwargs) self._setmaxid(e) return e
python
def append(self, child, *args, **kwargs): """See ``AbstractElement.append()``""" e = super(AbstractStructureElement,self).append(child, *args, **kwargs) self._setmaxid(e) return e
See ``AbstractElement.append()``
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3202-L3206
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.words
def words(self, index = None): """Returns a generator of Word elements found (recursively) under this element. Arguments: * ``index``: If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the list of all """ if index is None: ...
python
def words(self, index = None): """Returns a generator of Word elements found (recursively) under this element. Arguments: * ``index``: If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the list of all """ if index is None: ...
Returns a generator of Word elements found (recursively) under this element. Arguments: * ``index``: If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the list of all
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3214-L3228
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.paragraphs
def paragraphs(self, index = None): """Returns a generator of Paragraph elements found (recursively) under this element. Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the generator of all """ ...
python
def paragraphs(self, index = None): """Returns a generator of Paragraph elements found (recursively) under this element. Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the generator of all """ ...
Returns a generator of Paragraph elements found (recursively) under this element. Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning the generator of all
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3231-L3245
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.sentences
def sentences(self, index = None): """Returns a generator of Sentence elements found (recursively) under this element Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning a generator of all """ i...
python
def sentences(self, index = None): """Returns a generator of Sentence elements found (recursively) under this element Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning a generator of all """ i...
Returns a generator of Sentence elements found (recursively) under this element Arguments: index (int or None): If set to an integer, will retrieve and return the n'th element (starting at 0) instead of returning a generator of all
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3247-L3261
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.layers
def layers(self, annotationtype=None,set=None): """Returns a list of annotation layers found *directly* under this element, does not include alternative layers""" if inspect.isclass(annotationtype): annotationtype = annotationtype.ANNOTATIONTYPE return [ x for x in self.select(AbstractAnnotation...
python
def layers(self, annotationtype=None,set=None): """Returns a list of annotation layers found *directly* under this element, does not include alternative layers""" if inspect.isclass(annotationtype): annotationtype = annotationtype.ANNOTATIONTYPE return [ x for x in self.select(AbstractAnnotation...
Returns a list of annotation layers found *directly* under this element, does not include alternative layers
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3263-L3266
proycon/pynlpl
pynlpl/formats/folia.py
AbstractStructureElement.hasannotationlayer
def hasannotationlayer(self, annotationtype=None,set=None): """Does the specified annotation layer exist?""" l = self.layers(annotationtype, set) return (len(l) > 0)
python
def hasannotationlayer(self, annotationtype=None,set=None): """Does the specified annotation layer exist?""" l = self.layers(annotationtype, set) return (len(l) > 0)
Does the specified annotation layer exist?
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3268-L3271
proycon/pynlpl
pynlpl/formats/folia.py
AbstractTextMarkup.xml
def xml(self, attribs = None,elements = None, skipchildren = False): """See :meth:`AbstractElement.xml`""" if not attribs: attribs = {} if self.idref: attribs['id'] = self.idref return super(AbstractTextMarkup,self).xml(attribs,elements, skipchildren)
python
def xml(self, attribs = None,elements = None, skipchildren = False): """See :meth:`AbstractElement.xml`""" if not attribs: attribs = {} if self.idref: attribs['id'] = self.idref return super(AbstractTextMarkup,self).xml(attribs,elements, skipchildren)
See :meth:`AbstractElement.xml`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3336-L3341
proycon/pynlpl
pynlpl/formats/folia.py
AbstractTextMarkup.json
def json(self,attribs =None, recurse=True, ignorelist=False): """See :meth:`AbstractElement.json`""" if not attribs: attribs = {} if self.idref: attribs['id'] = self.idref return super(AbstractTextMarkup,self).json(attribs,recurse, ignorelist)
python
def json(self,attribs =None, recurse=True, ignorelist=False): """See :meth:`AbstractElement.json`""" if not attribs: attribs = {} if self.idref: attribs['id'] = self.idref return super(AbstractTextMarkup,self).json(attribs,recurse, ignorelist)
See :meth:`AbstractElement.json`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3343-L3348
proycon/pynlpl
pynlpl/formats/folia.py
TextContent.text
def text(self, normalize_spaces=False): """Obtain the text (unicode instance)""" return super(TextContent,self).text(normalize_spaces=normalize_spaces)
python
def text(self, normalize_spaces=False): """Obtain the text (unicode instance)""" return super(TextContent,self).text(normalize_spaces=normalize_spaces)
Obtain the text (unicode instance)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3490-L3492
proycon/pynlpl
pynlpl/formats/folia.py
TextContent.getreference
def getreference(self, validate=True): """Returns and validates the Text Content's reference. Raises UnresolvableTextContent when invalid""" if self.offset is None: return None #nothing to test if self.ref: ref = self.doc[self.ref] else: ref = self.finddefaultref...
python
def getreference(self, validate=True): """Returns and validates the Text Content's reference. Raises UnresolvableTextContent when invalid""" if self.offset is None: return None #nothing to test if self.ref: ref = self.doc[self.ref] else: ref = self.finddefaultref...
Returns and validates the Text Content's reference. Raises UnresolvableTextContent when invalid
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3502-L3519
proycon/pynlpl
pynlpl/formats/folia.py
TextContent.xml
def xml(self, attribs = None,elements = None, skipchildren = False): """See :meth:`AbstractElement.xml`""" attribs = {} if not self.offset is None: attribs['{' + NSFOLIA + '}offset'] = str(self.offset) if self.parent and self.ref: attribs['{' + NSFOLIA + '}ref'] =...
python
def xml(self, attribs = None,elements = None, skipchildren = False): """See :meth:`AbstractElement.xml`""" attribs = {} if not self.offset is None: attribs['{' + NSFOLIA + '}offset'] = str(self.offset) if self.parent and self.ref: attribs['{' + NSFOLIA + '}ref'] =...
See :meth:`AbstractElement.xml`
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3596-L3616
proycon/pynlpl
pynlpl/formats/folia.py
PhonContent.getreference
def getreference(self, validate=True): """Return and validate the Phonetic Content's reference. Raises UnresolvableTextContent when invalid""" if self.offset is None: return None #nothing to test if self.ref: ref = self.doc[self.ref] else: ref = self.finddefaultr...
python
def getreference(self, validate=True): """Return and validate the Phonetic Content's reference. Raises UnresolvableTextContent when invalid""" if self.offset is None: return None #nothing to test if self.ref: ref = self.doc[self.ref] else: ref = self.finddefaultr...
Return and validate the Phonetic Content's reference. Raises UnresolvableTextContent when invalid
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3715-L3732
proycon/pynlpl
pynlpl/formats/folia.py
PhonContent.finddefaultreference
def finddefaultreference(self): """Find the default reference for text offsets: The parent of the current textcontent's parent (counting only Structure Elements and Subtoken Annotation Elements) Note: This returns not a TextContent element, but its parent. Whether the textcontent actually e...
python
def finddefaultreference(self): """Find the default reference for text offsets: The parent of the current textcontent's parent (counting only Structure Elements and Subtoken Annotation Elements) Note: This returns not a TextContent element, but its parent. Whether the textcontent actually e...
Find the default reference for text offsets: The parent of the current textcontent's parent (counting only Structure Elements and Subtoken Annotation Elements) Note: This returns not a TextContent element, but its parent. Whether the textcontent actually exists is checked later/elsewhere
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3765-L3787
proycon/pynlpl
pynlpl/formats/folia.py
PhonContent.findreplaceables
def findreplaceables(Class, parent, set, **kwargs):#pylint: disable=bad-classmethod-argument """(Method for internal usage, see AbstractElement)""" #some extra behaviour for text content elements, replace also based on the 'corrected' attribute: if 'cls' not in kwargs: kwargs['cls'] ...
python
def findreplaceables(Class, parent, set, **kwargs):#pylint: disable=bad-classmethod-argument """(Method for internal usage, see AbstractElement)""" #some extra behaviour for text content elements, replace also based on the 'corrected' attribute: if 'cls' not in kwargs: kwargs['cls'] ...
(Method for internal usage, see AbstractElement)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3796-L3804
proycon/pynlpl
pynlpl/formats/folia.py
PhonContent.parsexml
def parsexml(Class, node, doc, **kwargs):#pylint: disable=bad-classmethod-argument """(Method for internal usage, see AbstractElement)""" if not kwargs: kwargs = {} if 'offset' in node.attrib: kwargs['offset'] = int(node.attrib['offset']) if 'ref' in node.attrib: ...
python
def parsexml(Class, node, doc, **kwargs):#pylint: disable=bad-classmethod-argument """(Method for internal usage, see AbstractElement)""" if not kwargs: kwargs = {} if 'offset' in node.attrib: kwargs['offset'] = int(node.attrib['offset']) if 'ref' in node.attrib: ...
(Method for internal usage, see AbstractElement)
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L3808-L3815
proycon/pynlpl
pynlpl/formats/folia.py
Word.morphemes
def morphemes(self,set=None): """Generator yielding all morphemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead""" for layer in self.select(MorphologyLayer): for m in layer.select(Morpheme, set): yield m
python
def morphemes(self,set=None): """Generator yielding all morphemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead""" for layer in self.select(MorphologyLayer): for m in layer.select(Morpheme, set): yield m
Generator yielding all morphemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4081-L4085
proycon/pynlpl
pynlpl/formats/folia.py
Word.phonemes
def phonemes(self,set=None): """Generator yielding all phonemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead""" for layer in self.select(PhonologyLayer): for p in layer.select(Phoneme, set): yield p
python
def phonemes(self,set=None): """Generator yielding all phonemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead""" for layer in self.select(PhonologyLayer): for p in layer.select(Phoneme, set): yield p
Generator yielding all phonemes (in a particular set if specified). For retrieving one specific morpheme by index, use morpheme() instead
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4087-L4091
proycon/pynlpl
pynlpl/formats/folia.py
Word.morpheme
def morpheme(self,index, set=None): """Returns a specific morpheme, the n'th morpheme (given the particular set if specified).""" for layer in self.select(MorphologyLayer): for i, m in enumerate(layer.select(Morpheme, set)): if index == i: return m ...
python
def morpheme(self,index, set=None): """Returns a specific morpheme, the n'th morpheme (given the particular set if specified).""" for layer in self.select(MorphologyLayer): for i, m in enumerate(layer.select(Morpheme, set)): if index == i: return m ...
Returns a specific morpheme, the n'th morpheme (given the particular set if specified).
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4093-L4099
proycon/pynlpl
pynlpl/formats/folia.py
Word.phoneme
def phoneme(self,index, set=None): """Returns a specific phoneme, the n'th morpheme (given the particular set if specified).""" for layer in self.select(PhonologyLayer): for i, p in enumerate(layer.select(Phoneme, set)): if index == i: return p rai...
python
def phoneme(self,index, set=None): """Returns a specific phoneme, the n'th morpheme (given the particular set if specified).""" for layer in self.select(PhonologyLayer): for i, p in enumerate(layer.select(Phoneme, set)): if index == i: return p rai...
Returns a specific phoneme, the n'th morpheme (given the particular set if specified).
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4102-L4108
proycon/pynlpl
pynlpl/formats/folia.py
Word.findspans
def findspans(self, type,set=None): """Yields span annotation elements of the specified type that include this word. Arguments: type: The annotation type, can be passed as using any of the :class:`AnnotationType` member, or by passing the relevant :class:`AbstractSpanAnnotation` or :class:`...
python
def findspans(self, type,set=None): """Yields span annotation elements of the specified type that include this word. Arguments: type: The annotation type, can be passed as using any of the :class:`AnnotationType` member, or by passing the relevant :class:`AbstractSpanAnnotation` or :class:`...
Yields span annotation elements of the specified type that include this word. Arguments: type: The annotation type, can be passed as using any of the :class:`AnnotationType` member, or by passing the relevant :class:`AbstractSpanAnnotation` or :class:`AbstractAnnotationLayer` class. set...
https://github.com/proycon/pynlpl/blob/7707f69a91caaa6cde037f0d0379f1d42500a68b/pynlpl/formats/folia.py#L4178-L4213
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CodeSearchNet

This is an unofficial reupload of the code_search_net dataset in the parquet format. I have also removed the columns func_code_tokens, func_documentation_tokens, and split_name as they are not relevant. The original repository relies on a Python module that is downloaded and executed to unpack the dataset, which is a potential security risk but importantly raises an annoying warning. As a plus, parquets load faster.

Original model card:


Dataset Card for CodeSearchNet corpus

Dataset Summary

CodeSearchNet corpus is a dataset of 2 milllion (comment, code) pairs from opensource libraries hosted on GitHub. It contains code and documentation for several programming languages.

CodeSearchNet corpus was gathered to support the CodeSearchNet challenge, to explore the problem of code retrieval using natural language.

Supported Tasks and Leaderboards

  • language-modeling: The dataset can be used to train a model for modelling programming languages, which consists in building language models for programming languages.

Languages

  • Go programming language
  • Java programming language
  • Javascript programming language
  • PHP programming language
  • Python programming language
  • Ruby programming language

Dataset Structure

Data Instances

A data point consists of a function code along with its documentation. Each data point also contains meta data on the function, such as the repository it was extracted from.

{
  'id': '0',
  'repository_name': 'organisation/repository',
  'func_path_in_repository': 'src/path/to/file.py',
  'func_name': 'func',
  'whole_func_string': 'def func(args):\n"""Docstring"""\n [...]',
  'language': 'python', 
  'func_code_string': '[...]',
  'func_code_tokens': ['def', 'func', '(', 'args', ')', ...],
  'func_documentation_string': 'Docstring',
  'func_documentation_string_tokens': ['Docstring'],
  'split_name': 'train',
  'func_code_url': 'https://github.com/<org>/<repo>/blob/<hash>/src/path/to/file.py#L111-L150'
}

Data Fields

  • id: Arbitrary number
  • repository_name: name of the GitHub repository
  • func_path_in_repository: tl;dr: path to the file which holds the function in the repository
  • func_name: name of the function in the file
  • whole_func_string: Code + documentation of the function
  • language: Programming language in whoch the function is written
  • func_code_string: Function code
  • func_code_tokens: Tokens yielded by Treesitter
  • func_documentation_string: Function documentation
  • func_documentation_string_tokens: Tokens yielded by Treesitter
  • split_name: Name of the split to which the example belongs (one of train, test or valid)
  • func_code_url: URL to the function code on Github

Data Splits

Three splits are available:

  • train
  • test
  • valid

Dataset Creation

Curation Rationale

[More Information Needed]

Source Data

Initial Data Collection and Normalization

All information can be retrieved in the original technical review

Corpus collection:

Corpus has been collected from publicly available open-source non-fork GitHub repositories, using libraries.io to identify all projects which are used by at least one other project, and sort them by “popularity” as indicated by the number of stars and forks.

Then, any projects that do not have a license or whose license does not explicitly permit the re-distribution of parts of the project were removed. Treesitter - GitHub's universal parser - has been used to then tokenize all Go, Java, JavaScript, Python, PHP and Ruby functions (or methods) using and, where available, their respective documentation text using a heuristic regular expression.

Corpus filtering:

Functions without documentation are removed from the corpus. This yields a set of pairs ($c_i$, $d_i$) where ci is some function documented by di. Pairs ($c_i$, $d_i$) are passed through the folllowing preprocessing tasks:

  • Documentation $d_i$ is truncated to the first full paragraph to remove in-depth discussion of function arguments and return values
  • Pairs in which $d_i$ is shorter than three tokens are removed
  • Functions $c_i$ whose implementation is shorter than three lines are removed
  • Functions whose name contains the substring “test” are removed
  • Constructors and standard extenion methods (eg __str__ in Python or toString in Java) are removed
  • Duplicates and near duplicates functions are removed, in order to keep only one version of the function

Who are the source language producers?

OpenSource contributors produced the code and documentations.

The dataset was gatherered and preprocessed automatically.

Annotations

Annotation process

[More Information Needed]

Who are the annotators?

[More Information Needed]

Personal and Sensitive Information

[More Information Needed]

Considerations for Using the Data

Social Impact of Dataset

[More Information Needed]

Discussion of Biases

[More Information Needed]

Other Known Limitations

[More Information Needed]

Additional Information

Dataset Curators

[More Information Needed]

Licensing Information

Each example in the dataset has is extracted from a GitHub repository, and each repository has its own license. Example-wise license information is not (yet) included in this dataset: you will need to find out yourself which license the code is using.

Citation Information

@article{husain2019codesearchnet, title={{CodeSearchNet} challenge: Evaluating the state of semantic code search}, author={Husain, Hamel and Wu, Ho-Hsiang and Gazit, Tiferet and Allamanis, Miltiadis and Brockschmidt, Marc}, journal={arXiv preprint arXiv:1909.09436}, year={2019} }

Contributions

Thanks to @SBrandeis for adding this dataset.

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