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pybel/pybel
src/pybel/io/nodelink.py
to_json_path
def to_json_path(graph: BELGraph, path: str, **kwargs) -> None: """Write this graph to the given path as a Node-Link JSON.""" with open(os.path.expanduser(path), 'w') as f: to_json_file(graph, file=f, **kwargs)
python
def to_json_path(graph: BELGraph, path: str, **kwargs) -> None: """Write this graph to the given path as a Node-Link JSON.""" with open(os.path.expanduser(path), 'w') as f: to_json_file(graph, file=f, **kwargs)
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/io/nodelink.py
to_json_file
def to_json_file(graph: BELGraph, file: TextIO, **kwargs) -> None: """Write this graph as Node-Link JSON to a file.""" graph_json_dict = to_json(graph) json.dump(graph_json_dict, file, ensure_ascii=False, **kwargs)
python
def to_json_file(graph: BELGraph, file: TextIO, **kwargs) -> None: """Write this graph as Node-Link JSON to a file.""" graph_json_dict = to_json(graph) json.dump(graph_json_dict, file, ensure_ascii=False, **kwargs)
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pybel/pybel
src/pybel/io/nodelink.py
to_jsons
def to_jsons(graph: BELGraph, **kwargs) -> str: """Dump this graph as a Node-Link JSON object to a string.""" graph_json_str = to_json(graph) return json.dumps(graph_json_str, ensure_ascii=False, **kwargs)
python
def to_jsons(graph: BELGraph, **kwargs) -> str: """Dump this graph as a Node-Link JSON object to a string.""" graph_json_str = to_json(graph) return json.dumps(graph_json_str, ensure_ascii=False, **kwargs)
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pybel/pybel
src/pybel/io/nodelink.py
from_json
def from_json(graph_json_dict: Mapping[str, Any], check_version=True) -> BELGraph: """Build a graph from Node-Link JSON Object.""" graph = node_link_graph(graph_json_dict) return ensure_version(graph, check_version=check_version)
python
def from_json(graph_json_dict: Mapping[str, Any], check_version=True) -> BELGraph: """Build a graph from Node-Link JSON Object.""" graph = node_link_graph(graph_json_dict) return ensure_version(graph, check_version=check_version)
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pybel/pybel
src/pybel/io/nodelink.py
from_json_path
def from_json_path(path: str, check_version: bool = True) -> BELGraph: """Build a graph from a file containing Node-Link JSON.""" with open(os.path.expanduser(path)) as f: return from_json_file(f, check_version=check_version)
python
def from_json_path(path: str, check_version: bool = True) -> BELGraph: """Build a graph from a file containing Node-Link JSON.""" with open(os.path.expanduser(path)) as f: return from_json_file(f, check_version=check_version)
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pybel/pybel
src/pybel/io/nodelink.py
from_json_file
def from_json_file(file: TextIO, check_version=True) -> BELGraph: """Build a graph from the Node-Link JSON contained in the given file.""" graph_json_dict = json.load(file) return from_json(graph_json_dict, check_version=check_version)
python
def from_json_file(file: TextIO, check_version=True) -> BELGraph: """Build a graph from the Node-Link JSON contained in the given file.""" graph_json_dict = json.load(file) return from_json(graph_json_dict, check_version=check_version)
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/io/nodelink.py
from_jsons
def from_jsons(graph_json_str: str, check_version: bool = True) -> BELGraph: """Read a BEL graph from a Node-Link JSON string.""" graph_json_dict = json.loads(graph_json_str) return from_json(graph_json_dict, check_version=check_version)
python
def from_jsons(graph_json_str: str, check_version: bool = True) -> BELGraph: """Read a BEL graph from a Node-Link JSON string.""" graph_json_dict = json.loads(graph_json_str) return from_json(graph_json_dict, check_version=check_version)
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pybel/pybel
src/pybel/io/nodelink.py
node_link_data
def node_link_data(graph: BELGraph) -> Mapping[str, Any]: """Convert a BEL graph to a node-link format. Adapted from :func:`networkx.readwrite.json_graph.node_link_data` """ nodes = sorted(graph, key=methodcaller('as_bel')) mapping = dict(zip(nodes, count())) return { 'directed': True...
python
def node_link_data(graph: BELGraph) -> Mapping[str, Any]: """Convert a BEL graph to a node-link format. Adapted from :func:`networkx.readwrite.json_graph.node_link_data` """ nodes = sorted(graph, key=methodcaller('as_bel')) mapping = dict(zip(nodes, count())) return { 'directed': True...
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pybel/pybel
src/pybel/io/nodelink.py
_augment_node
def _augment_node(node: BaseEntity) -> BaseEntity: """Add the SHA-512 identifier to a node's dictionary.""" rv = node.copy() rv['id'] = node.as_sha512() rv['bel'] = node.as_bel() for m in chain(node.get(MEMBERS, []), node.get(REACTANTS, []), node.get(PRODUCTS, [])): m.update(_augment_node(m)...
python
def _augment_node(node: BaseEntity) -> BaseEntity: """Add the SHA-512 identifier to a node's dictionary.""" rv = node.copy() rv['id'] = node.as_sha512() rv['bel'] = node.as_bel() for m in chain(node.get(MEMBERS, []), node.get(REACTANTS, []), node.get(PRODUCTS, [])): m.update(_augment_node(m)...
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Add the SHA-512 identifier to a node's dictionary.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/parser/baseparser.py
BaseParser.parse_lines
def parse_lines(self, lines: Iterable[str]) -> List[ParseResults]: """Parse multiple lines in succession.""" return [ self.parseString(line, line_number) for line_number, line in enumerate(lines) ]
python
def parse_lines(self, lines: Iterable[str]) -> List[ParseResults]: """Parse multiple lines in succession.""" return [ self.parseString(line, line_number) for line_number, line in enumerate(lines) ]
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pybel/pybel
src/pybel/parser/baseparser.py
BaseParser.parseString
def parseString(self, line: str, line_number: int = 0) -> ParseResults: # noqa: N802 """Parse a string with the language represented by this parser. :param line: A string representing an instance of this parser's language :param line_number: The current line number of the parser """ ...
python
def parseString(self, line: str, line_number: int = 0) -> ParseResults: # noqa: N802 """Parse a string with the language represented by this parser. :param line: A string representing an instance of this parser's language :param line_number: The current line number of the parser """ ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/parser/baseparser.py
BaseParser.streamline
def streamline(self): """Streamline the language represented by this parser to make queries run faster.""" t = time.time() self.language.streamline() log.info('streamlined %s in %.02f seconds', self.__class__.__name__, time.time() - t)
python
def streamline(self): """Streamline the language represented by this parser to make queries run faster.""" t = time.time() self.language.streamline() log.info('streamlined %s in %.02f seconds', self.__class__.__name__, time.time() - t)
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Streamline the language represented by this parser to make queries run faster.
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pybel/pybel
src/pybel/struct/mutation/transfer.py
iter_children
def iter_children(graph, node: BaseEntity) -> Iterable[BaseEntity]: """Iterate over children of the node.""" return ( node for node, _, d in graph.in_edges(node, data=True) if d[RELATION] == IS_A )
python
def iter_children(graph, node: BaseEntity) -> Iterable[BaseEntity]: """Iterate over children of the node.""" return ( node for node, _, d in graph.in_edges(node, data=True) if d[RELATION] == IS_A )
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pybel/pybel
src/pybel/struct/mutation/transfer.py
transfer_causal_edges
def transfer_causal_edges(graph, source: BaseEntity, target: BaseEntity) -> Iterable[str]: """Transfer causal edges that the source has to the target and yield the resulting hashes.""" for _, v, data in graph.out_edges(source, data=True): if data[RELATION] not in CAUSAL_RELATIONS: continue ...
python
def transfer_causal_edges(graph, source: BaseEntity, target: BaseEntity) -> Iterable[str]: """Transfer causal edges that the source has to the target and yield the resulting hashes.""" for _, v, data in graph.out_edges(source, data=True): if data[RELATION] not in CAUSAL_RELATIONS: continue ...
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Transfer causal edges that the source has to the target and yield the resulting hashes.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
_get_protocol_tuple
def _get_protocol_tuple(data: Dict[str, Any]) -> Tuple[str, List, Dict]: """Convert a dictionary to a tuple.""" return data['function'], data.get('args', []), data.get('kwargs', {})
python
def _get_protocol_tuple(data: Dict[str, Any]) -> Tuple[str, List, Dict]: """Convert a dictionary to a tuple.""" return data['function'], data.get('args', []), data.get('kwargs', {})
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Convert a dictionary to a tuple.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline.from_functions
def from_functions(functions) -> 'Pipeline': """Build a pipeline from a list of functions. :param functions: A list of functions or names of functions :type functions: iter[((pybel.BELGraph) -> pybel.BELGraph) or ((pybel.BELGraph) -> None) or str] Example with function: >>> fr...
python
def from_functions(functions) -> 'Pipeline': """Build a pipeline from a list of functions. :param functions: A list of functions or names of functions :type functions: iter[((pybel.BELGraph) -> pybel.BELGraph) or ((pybel.BELGraph) -> None) or str] Example with function: >>> fr...
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Build a pipeline from a list of functions. :param functions: A list of functions or names of functions :type functions: iter[((pybel.BELGraph) -> pybel.BELGraph) or ((pybel.BELGraph) -> None) or str] Example with function: >>> from pybel.struct.pipeline import Pipeline >>> fro...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline._get_function
def _get_function(self, name: str): """Wrap a function with the universe and in-place. :param name: The name of the function :rtype: types.FunctionType :raises MissingPipelineFunctionError: If the functions is not registered """ f = mapped.get(name) if f is None...
python
def _get_function(self, name: str): """Wrap a function with the universe and in-place. :param name: The name of the function :rtype: types.FunctionType :raises MissingPipelineFunctionError: If the functions is not registered """ f = mapped.get(name) if f is None...
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Wrap a function with the universe and in-place. :param name: The name of the function :rtype: types.FunctionType :raises MissingPipelineFunctionError: If the functions is not registered
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,716
pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline.extend
def extend(self, protocol: Union[Iterable[Dict], 'Pipeline']) -> 'Pipeline': """Add another pipeline to the end of the current pipeline. :param protocol: An iterable of dictionaries (or another Pipeline) :return: This pipeline for fluid query building Example: >>> p1 = Pipelin...
python
def extend(self, protocol: Union[Iterable[Dict], 'Pipeline']) -> 'Pipeline': """Add another pipeline to the end of the current pipeline. :param protocol: An iterable of dictionaries (or another Pipeline) :return: This pipeline for fluid query building Example: >>> p1 = Pipelin...
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Add another pipeline to the end of the current pipeline. :param protocol: An iterable of dictionaries (or another Pipeline) :return: This pipeline for fluid query building Example: >>> p1 = Pipeline.from_functions(['enrich_protein_and_rna_origins']) >>> p2 = Pipeline.from_func...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline._run_helper
def _run_helper(self, graph, protocol: Iterable[Dict]): """Help run the protocol. :param pybel.BELGraph graph: A BEL graph :param protocol: The protocol to run, as JSON :rtype: pybel.BELGraph """ result = graph for entry in protocol: meta_entry = ent...
python
def _run_helper(self, graph, protocol: Iterable[Dict]): """Help run the protocol. :param pybel.BELGraph graph: A BEL graph :param protocol: The protocol to run, as JSON :rtype: pybel.BELGraph """ result = graph for entry in protocol: meta_entry = ent...
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline.run
def run(self, graph, universe=None): """Run the contained protocol on a seed graph. :param pybel.BELGraph graph: The seed BEL graph :param pybel.BELGraph universe: Allows just-in-time setting of the universe in case it wasn't set before. Defaults to the g...
python
def run(self, graph, universe=None): """Run the contained protocol on a seed graph. :param pybel.BELGraph graph: The seed BEL graph :param pybel.BELGraph universe: Allows just-in-time setting of the universe in case it wasn't set before. Defaults to the g...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline._wrap_universe
def _wrap_universe(self, func): # noqa: D202 """Take a function that needs a universe graph as the first argument and returns a wrapped one.""" @wraps(func) def wrapper(graph, *args, **kwargs): """Apply the enclosed function with the universe given as the first argument.""" ...
python
def _wrap_universe(self, func): # noqa: D202 """Take a function that needs a universe graph as the first argument and returns a wrapped one.""" @wraps(func) def wrapper(graph, *args, **kwargs): """Apply the enclosed function with the universe given as the first argument.""" ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline._wrap_in_place
def _wrap_in_place(func): # noqa: D202 """Take a function that doesn't return the graph and returns the graph.""" @wraps(func) def wrapper(graph, *args, **kwargs): """Apply the enclosed function and returns the graph.""" func(graph, *args, **kwargs) return g...
python
def _wrap_in_place(func): # noqa: D202 """Take a function that doesn't return the graph and returns the graph.""" @wraps(func) def wrapper(graph, *args, **kwargs): """Apply the enclosed function and returns the graph.""" func(graph, *args, **kwargs) return g...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline.dump
def dump(self, file: TextIO, **kwargs) -> None: """Dump this protocol to a file in JSON.""" return json.dump(self.to_json(), file, **kwargs)
python
def dump(self, file: TextIO, **kwargs) -> None: """Dump this protocol to a file in JSON.""" return json.dump(self.to_json(), file, **kwargs)
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/pipeline.py
Pipeline._build_meta
def _build_meta(meta: str, pipelines: Iterable['Pipeline']) -> 'Pipeline': """Build a pipeline with a given meta-argument. :param meta: either union or intersection :param pipelines: """ return Pipeline(protocol=[ { 'meta': meta, 'pipe...
python
def _build_meta(meta: str, pipelines: Iterable['Pipeline']) -> 'Pipeline': """Build a pipeline with a given meta-argument. :param meta: either union or intersection :param pipelines: """ return Pipeline(protocol=[ { 'meta': meta, 'pipe...
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Build a pipeline with a given meta-argument. :param meta: either union or intersection :param pipelines:
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/summary/node_summary.py
get_names
def get_names(graph): """Get all names for each namespace. :type graph: pybel.BELGraph :rtype: dict[str,set[str]] """ rv = defaultdict(set) for namespace, name in _identifier_filtered_iterator(graph): rv[namespace].add(name) return dict(rv)
python
def get_names(graph): """Get all names for each namespace. :type graph: pybel.BELGraph :rtype: dict[str,set[str]] """ rv = defaultdict(set) for namespace, name in _identifier_filtered_iterator(graph): rv[namespace].add(name) return dict(rv)
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Get all names for each namespace. :type graph: pybel.BELGraph :rtype: dict[str,set[str]]
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/summary/node_summary.py
count_variants
def count_variants(graph): """Count how many of each type of variant a graph has. :param pybel.BELGraph graph: A BEL graph :rtype: Counter """ return Counter( variant_data[KIND] for data in graph if has_variant(graph, data) for variant_data in data[VARIANTS] )
python
def count_variants(graph): """Count how many of each type of variant a graph has. :param pybel.BELGraph graph: A BEL graph :rtype: Counter """ return Counter( variant_data[KIND] for data in graph if has_variant(graph, data) for variant_data in data[VARIANTS] )
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Count how many of each type of variant a graph has. :param pybel.BELGraph graph: A BEL graph :rtype: Counter
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/summary/node_summary.py
get_top_hubs
def get_top_hubs(graph, *, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top hubs in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top hubs to return. If None, returns all nodes """ return Counter(dict(graph.degree())).most_common(n=n)
python
def get_top_hubs(graph, *, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top hubs in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top hubs to return. If None, returns all nodes """ return Counter(dict(graph.degree())).most_common(n=n)
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/summary/node_summary.py
_pathology_iterator
def _pathology_iterator(graph): """Iterate over edges in which either the source or target is a pathology node. :param pybel.BELGraph graph: A BEL graph :rtype: iter """ for node in itt.chain.from_iterable(graph.edges()): if isinstance(node, Pathology): yield node
python
def _pathology_iterator(graph): """Iterate over edges in which either the source or target is a pathology node. :param pybel.BELGraph graph: A BEL graph :rtype: iter """ for node in itt.chain.from_iterable(graph.edges()): if isinstance(node, Pathology): yield node
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/summary/node_summary.py
get_top_pathologies
def get_top_pathologies(graph, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top highest relationship-having edges in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top connected pathologies to return. If None, returns all nodes """ return co...
python
def get_top_pathologies(graph, n: Optional[int] = 15) -> List[Tuple[BaseEntity, int]]: """Get the top highest relationship-having edges in the graph by BEL. :param pybel.BELGraph graph: A BEL graph :param n: The number of top connected pathologies to return. If None, returns all nodes """ return co...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/summary/node_summary.py#L245-L251
train
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pybel/pybel
src/pybel/struct/mutation/inference/protein_rna_origins.py
enrich_proteins_with_rnas
def enrich_proteins_with_rnas(graph): """Add the corresponding RNA node for each protein node and connect them with a translation edge. :param pybel.BELGraph graph: A BEL graph """ for protein_node in list(graph): if not isinstance(protein_node, Protein): continue if protei...
python
def enrich_proteins_with_rnas(graph): """Add the corresponding RNA node for each protein node and connect them with a translation edge. :param pybel.BELGraph graph: A BEL graph """ for protein_node in list(graph): if not isinstance(protein_node, Protein): continue if protei...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/mutation/induction/upstream.py
get_upstream_causal_subgraph
def get_upstream_causal_subgraph(graph, nbunch: Union[BaseEntity, Iterable[BaseEntity]]): """Induce a sub-graph from all of the upstream causal entities of the nodes in the nbunch. :type graph: pybel.BELGraph :rtype: pybel.BELGraph """ return get_subgraph_by_edge_filter(graph, build_upstream_edge_p...
python
def get_upstream_causal_subgraph(graph, nbunch: Union[BaseEntity, Iterable[BaseEntity]]): """Induce a sub-graph from all of the upstream causal entities of the nodes in the nbunch. :type graph: pybel.BELGraph :rtype: pybel.BELGraph """ return get_subgraph_by_edge_filter(graph, build_upstream_edge_p...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/mutation/induction/upstream.py
get_downstream_causal_subgraph
def get_downstream_causal_subgraph(graph, nbunch: Union[BaseEntity, Iterable[BaseEntity]]): """Induce a sub-graph from all of the downstream causal entities of the nodes in the nbunch. :type graph: pybel.BELGraph :rtype: pybel.BELGraph """ return get_subgraph_by_edge_filter(graph, build_downstream_...
python
def get_downstream_causal_subgraph(graph, nbunch: Union[BaseEntity, Iterable[BaseEntity]]): """Induce a sub-graph from all of the downstream causal entities of the nodes in the nbunch. :type graph: pybel.BELGraph :rtype: pybel.BELGraph """ return get_subgraph_by_edge_filter(graph, build_downstream_...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/grouping/utils.py
cleanup
def cleanup(graph, subgraphs): """Clean up the metadata in the subgraphs. :type graph: pybel.BELGraph :type subgraphs: dict[Any,pybel.BELGraph] """ for subgraph in subgraphs.values(): update_node_helper(graph, subgraph) update_metadata(graph, subgraph)
python
def cleanup(graph, subgraphs): """Clean up the metadata in the subgraphs. :type graph: pybel.BELGraph :type subgraphs: dict[Any,pybel.BELGraph] """ for subgraph in subgraphs.values(): update_node_helper(graph, subgraph) update_metadata(graph, subgraph)
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Clean up the metadata in the subgraphs. :type graph: pybel.BELGraph :type subgraphs: dict[Any,pybel.BELGraph]
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/grouping/utils.py#L12-L20
train
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pybel/pybel
src/pybel/parser/modifiers/fragment.py
get_fragment_language
def get_fragment_language() -> ParserElement: """Build a protein fragment parser.""" _fragment_value_inner = fragment_range | missing_fragment(FRAGMENT_MISSING) _fragment_value = _fragment_value_inner | And([Suppress('"'), _fragment_value_inner, Suppress('"')]) parser_element = fragment_tag + nest(_frag...
python
def get_fragment_language() -> ParserElement: """Build a protein fragment parser.""" _fragment_value_inner = fragment_range | missing_fragment(FRAGMENT_MISSING) _fragment_value = _fragment_value_inner | And([Suppress('"'), _fragment_value_inner, Suppress('"')]) parser_element = fragment_tag + nest(_frag...
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Build a protein fragment parser.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/parser/modifiers/protein_modification.py
get_protein_modification_language
def get_protein_modification_language(identifier_qualified: ParserElement) -> ParserElement: """Build a protein modification parser.""" pmod_identifier = MatchFirst([ identifier_qualified, pmod_default_ns, pmod_legacy_ns ]) return pmod_tag + nest( Group(pmod_identifier)(...
python
def get_protein_modification_language(identifier_qualified: ParserElement) -> ParserElement: """Build a protein modification parser.""" pmod_identifier = MatchFirst([ identifier_qualified, pmod_default_ns, pmod_legacy_ns ]) return pmod_tag + nest( Group(pmod_identifier)(...
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Build a protein modification parser.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/modifiers/protein_modification.py#L112-L130
train
29,734
pybel/pybel
scripts/run_jgif.py
upload_cbn_dir
def upload_cbn_dir(dir_path, manager): """Uploads CBN data to edge store :param str dir_path: Directory full of CBN JGIF files :param pybel.Manager manager: """ t = time.time() for jfg_path in os.listdir(dir_path): if not jfg_path.endswith('.jgf'): continue path = ...
python
def upload_cbn_dir(dir_path, manager): """Uploads CBN data to edge store :param str dir_path: Directory full of CBN JGIF files :param pybel.Manager manager: """ t = time.time() for jfg_path in os.listdir(dir_path): if not jfg_path.endswith('.jgf'): continue path = ...
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Uploads CBN data to edge store :param str dir_path: Directory full of CBN JGIF files :param pybel.Manager manager:
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/scripts/run_jgif.py#L16-L47
train
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pybel/pybel
src/pybel/dsl/edges.py
_activity_helper
def _activity_helper(modifier: str, location=None): """Make an activity dictionary. :param str modifier: :param Optional[dict] location: An entity from :func:`pybel.dsl.entity` :rtype: dict """ rv = {MODIFIER: modifier} if location: rv[LOCATION] = location return rv
python
def _activity_helper(modifier: str, location=None): """Make an activity dictionary. :param str modifier: :param Optional[dict] location: An entity from :func:`pybel.dsl.entity` :rtype: dict """ rv = {MODIFIER: modifier} if location: rv[LOCATION] = location return rv
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/dsl/edges.py#L21-L33
train
29,736
pybel/pybel
src/pybel/dsl/edges.py
translocation
def translocation(from_loc, to_loc): """Make a translocation dictionary. :param dict from_loc: An entity dictionary from :func:`pybel.dsl.entity` :param dict to_loc: An entity dictionary from :func:`pybel.dsl.entity` :rtype: dict """ rv = _activity_helper(TRANSLOCATION) rv[EFFECT] = { ...
python
def translocation(from_loc, to_loc): """Make a translocation dictionary. :param dict from_loc: An entity dictionary from :func:`pybel.dsl.entity` :param dict to_loc: An entity dictionary from :func:`pybel.dsl.entity` :rtype: dict """ rv = _activity_helper(TRANSLOCATION) rv[EFFECT] = { ...
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Make a translocation dictionary. :param dict from_loc: An entity dictionary from :func:`pybel.dsl.entity` :param dict to_loc: An entity dictionary from :func:`pybel.dsl.entity` :rtype: dict
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/dsl/edges.py#L66-L78
train
29,737
pybel/pybel
src/pybel/struct/summary/provenance.py
iterate_pubmed_identifiers
def iterate_pubmed_identifiers(graph) -> Iterable[str]: """Iterate over all PubMed identifiers in a graph. :param pybel.BELGraph graph: A BEL graph :return: An iterator over the PubMed identifiers in the graph """ return ( data[CITATION][CITATION_REFERENCE].strip() for _, _, data in...
python
def iterate_pubmed_identifiers(graph) -> Iterable[str]: """Iterate over all PubMed identifiers in a graph. :param pybel.BELGraph graph: A BEL graph :return: An iterator over the PubMed identifiers in the graph """ return ( data[CITATION][CITATION_REFERENCE].strip() for _, _, data in...
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Iterate over all PubMed identifiers in a graph. :param pybel.BELGraph graph: A BEL graph :return: An iterator over the PubMed identifiers in the graph
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/summary/provenance.py#L18-L28
train
29,738
pybel/pybel
src/pybel/struct/mutation/deletion/deletion.py
remove_filtered_edges
def remove_filtered_edges(graph, edge_predicates=None): """Remove edges passing the given edge predicates. :param pybel.BELGraph graph: A BEL graph :param edge_predicates: A predicate or list of predicates :type edge_predicates: None or ((pybel.BELGraph, tuple, tuple, int) -> bool) or iter[(pybel.BELGr...
python
def remove_filtered_edges(graph, edge_predicates=None): """Remove edges passing the given edge predicates. :param pybel.BELGraph graph: A BEL graph :param edge_predicates: A predicate or list of predicates :type edge_predicates: None or ((pybel.BELGraph, tuple, tuple, int) -> bool) or iter[(pybel.BELGr...
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Remove edges passing the given edge predicates. :param pybel.BELGraph graph: A BEL graph :param edge_predicates: A predicate or list of predicates :type edge_predicates: None or ((pybel.BELGraph, tuple, tuple, int) -> bool) or iter[(pybel.BELGraph, tuple, tuple, int) -> bool]] :return:
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/deletion/deletion.py#L24-L33
train
29,739
pybel/pybel
src/pybel/struct/mutation/deletion/deletion.py
remove_filtered_nodes
def remove_filtered_nodes(graph, node_predicates=None): """Remove nodes passing the given node predicates. :param pybel.BELGraph graph: A BEL graph :type node_predicates: None or ((pybel.BELGraph, tuple) -> bool) or iter[(pybel.BELGraph, tuple) -> bool)] """ nodes = list(filter_nodes(graph, node_pr...
python
def remove_filtered_nodes(graph, node_predicates=None): """Remove nodes passing the given node predicates. :param pybel.BELGraph graph: A BEL graph :type node_predicates: None or ((pybel.BELGraph, tuple) -> bool) or iter[(pybel.BELGraph, tuple) -> bool)] """ nodes = list(filter_nodes(graph, node_pr...
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Remove nodes passing the given node predicates. :param pybel.BELGraph graph: A BEL graph :type node_predicates: None or ((pybel.BELGraph, tuple) -> bool) or iter[(pybel.BELGraph, tuple) -> bool)]
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/deletion/deletion.py#L37-L44
train
29,740
pybel/pybel
src/pybel/struct/mutation/induction/neighborhood.py
get_subgraph_by_neighborhood
def get_subgraph_by_neighborhood(graph, nodes: Iterable[BaseEntity]): """Get a BEL graph around the neighborhoods of the given nodes. Returns none if no nodes are in the graph. :param pybel.BELGraph graph: A BEL graph :param nodes: An iterable of BEL nodes :return: A BEL graph induced around the n...
python
def get_subgraph_by_neighborhood(graph, nodes: Iterable[BaseEntity]): """Get a BEL graph around the neighborhoods of the given nodes. Returns none if no nodes are in the graph. :param pybel.BELGraph graph: A BEL graph :param nodes: An iterable of BEL nodes :return: A BEL graph induced around the n...
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Get a BEL graph around the neighborhoods of the given nodes. Returns none if no nodes are in the graph. :param pybel.BELGraph graph: A BEL graph :param nodes: An iterable of BEL nodes :return: A BEL graph induced around the neighborhoods of the given nodes :rtype: Optional[pybel.BELGraph]
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/induction/neighborhood.py#L18-L42
train
29,741
pybel/pybel
src/pybel/parser/modifiers/gene_modification.py
get_gene_modification_language
def get_gene_modification_language(identifier_qualified: ParserElement) -> ParserElement: """Build a gene modification parser.""" gmod_identifier = MatchFirst([ identifier_qualified, gmod_default_ns, ]) return gmod_tag + nest( Group(gmod_identifier)(IDENTIFIER) )
python
def get_gene_modification_language(identifier_qualified: ParserElement) -> ParserElement: """Build a gene modification parser.""" gmod_identifier = MatchFirst([ identifier_qualified, gmod_default_ns, ]) return gmod_tag + nest( Group(gmod_identifier)(IDENTIFIER) )
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Build a gene modification parser.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/modifiers/gene_modification.py#L66-L75
train
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pybel/pybel
src/pybel/utils.py
expand_dict
def expand_dict(flat_dict, sep='_'): """Expand a flattened dictionary. :param dict flat_dict: a nested dictionary that has been flattened so the keys are composite :param str sep: the separator between concatenated keys :rtype: dict """ res = {} rdict = defaultdict(list) for flat_key, ...
python
def expand_dict(flat_dict, sep='_'): """Expand a flattened dictionary. :param dict flat_dict: a nested dictionary that has been flattened so the keys are composite :param str sep: the separator between concatenated keys :rtype: dict """ res = {} rdict = defaultdict(list) for flat_key, ...
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Expand a flattened dictionary. :param dict flat_dict: a nested dictionary that has been flattened so the keys are composite :param str sep: the separator between concatenated keys :rtype: dict
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L24-L44
train
29,743
pybel/pybel
src/pybel/utils.py
tokenize_version
def tokenize_version(version_string: str) -> Tuple[int, int, int]: """Tokenize a version string to a tuple. Truncates qualifiers like ``-dev``. :param version_string: A version string :return: A tuple representing the version string >>> tokenize_version('0.1.2-dev') (0, 1, 2) """ befo...
python
def tokenize_version(version_string: str) -> Tuple[int, int, int]: """Tokenize a version string to a tuple. Truncates qualifiers like ``-dev``. :param version_string: A version string :return: A tuple representing the version string >>> tokenize_version('0.1.2-dev') (0, 1, 2) """ befo...
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Tokenize a version string to a tuple. Truncates qualifiers like ``-dev``. :param version_string: A version string :return: A tuple representing the version string >>> tokenize_version('0.1.2-dev') (0, 1, 2)
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L79-L92
train
29,744
pybel/pybel
src/pybel/utils.py
parse_datetime
def parse_datetime(s: str) -> datetime.date: """Try to parse a datetime object from a standard datetime format or date format.""" for fmt in (CREATION_DATE_FMT, PUBLISHED_DATE_FMT, PUBLISHED_DATE_FMT_2): try: dt = datetime.strptime(s, fmt) except ValueError: pass ...
python
def parse_datetime(s: str) -> datetime.date: """Try to parse a datetime object from a standard datetime format or date format.""" for fmt in (CREATION_DATE_FMT, PUBLISHED_DATE_FMT, PUBLISHED_DATE_FMT_2): try: dt = datetime.strptime(s, fmt) except ValueError: pass ...
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Try to parse a datetime object from a standard datetime format or date format.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L124-L134
train
29,745
pybel/pybel
src/pybel/utils.py
_get_edge_tuple
def _get_edge_tuple(source, target, edge_data: EdgeData, ) -> Tuple[str, str, str, Optional[str], Tuple[str, Optional[Tuple], Optional[Tuple]]]: """Convert an edge to a consistent tuple. :param BaseEntity source: The source BEL node :param BaseEnt...
python
def _get_edge_tuple(source, target, edge_data: EdgeData, ) -> Tuple[str, str, str, Optional[str], Tuple[str, Optional[Tuple], Optional[Tuple]]]: """Convert an edge to a consistent tuple. :param BaseEntity source: The source BEL node :param BaseEnt...
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Convert an edge to a consistent tuple. :param BaseEntity source: The source BEL node :param BaseEntity target: The target BEL node :param edge_data: The edge's data dictionary :return: A tuple that can be hashed representing this edge. Makes no promises to its structure.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L150-L167
train
29,746
pybel/pybel
src/pybel/utils.py
hash_edge
def hash_edge(source, target, edge_data: EdgeData) -> str: """Convert an edge tuple to a SHA-512 hash. :param BaseEntity source: The source BEL node :param BaseEntity target: The target BEL node :param edge_data: The edge's data dictionary :return: A hashed version of the edge tuple using md5 hash ...
python
def hash_edge(source, target, edge_data: EdgeData) -> str: """Convert an edge tuple to a SHA-512 hash. :param BaseEntity source: The source BEL node :param BaseEntity target: The target BEL node :param edge_data: The edge's data dictionary :return: A hashed version of the edge tuple using md5 hash ...
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Convert an edge tuple to a SHA-512 hash. :param BaseEntity source: The source BEL node :param BaseEntity target: The target BEL node :param edge_data: The edge's data dictionary :return: A hashed version of the edge tuple using md5 hash of the binary pickle dump of u, v, and the json dump of d
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L170-L179
train
29,747
pybel/pybel
src/pybel/utils.py
subdict_matches
def subdict_matches(target: Mapping, query: Mapping, partial_match: bool = True) -> bool: """Check if all the keys in the query dict are in the target dict, and that their values match. 1. Checks that all keys in the query dict are in the target dict 2. Matches the values of the keys in the query dict ...
python
def subdict_matches(target: Mapping, query: Mapping, partial_match: bool = True) -> bool: """Check if all the keys in the query dict are in the target dict, and that their values match. 1. Checks that all keys in the query dict are in the target dict 2. Matches the values of the keys in the query dict ...
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Check if all the keys in the query dict are in the target dict, and that their values match. 1. Checks that all keys in the query dict are in the target dict 2. Matches the values of the keys in the query dict a. If the value is a string, then must match exactly b. If the value is a set/list/tu...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L182-L214
train
29,748
pybel/pybel
src/pybel/utils.py
hash_dump
def hash_dump(data) -> str: """Hash an arbitrary JSON dictionary by dumping it in sorted order, encoding it in UTF-8, then hashing the bytes. :param data: An arbitrary JSON-serializable object :type data: dict or list or tuple """ return hashlib.sha512(json.dumps(data, sort_keys=True).encode('utf-8...
python
def hash_dump(data) -> str: """Hash an arbitrary JSON dictionary by dumping it in sorted order, encoding it in UTF-8, then hashing the bytes. :param data: An arbitrary JSON-serializable object :type data: dict or list or tuple """ return hashlib.sha512(json.dumps(data, sort_keys=True).encode('utf-8...
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Hash an arbitrary JSON dictionary by dumping it in sorted order, encoding it in UTF-8, then hashing the bytes. :param data: An arbitrary JSON-serializable object :type data: dict or list or tuple
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L217-L223
train
29,749
pybel/pybel
src/pybel/utils.py
hash_evidence
def hash_evidence(text: str, type: str, reference: str) -> str: """Create a hash for an evidence and its citation. :param text: The evidence text :param type: The corresponding citation type :param reference: The citation reference """ s = u'{type}:{reference}:{text}'.format(type=type, referenc...
python
def hash_evidence(text: str, type: str, reference: str) -> str: """Create a hash for an evidence and its citation. :param text: The evidence text :param type: The corresponding citation type :param reference: The citation reference """ s = u'{type}:{reference}:{text}'.format(type=type, referenc...
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Create a hash for an evidence and its citation. :param text: The evidence text :param type: The corresponding citation type :param reference: The citation reference
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L236-L244
train
29,750
pybel/pybel
src/pybel/utils.py
canonicalize_edge
def canonicalize_edge(edge_data: EdgeData) -> Tuple[str, Optional[Tuple], Optional[Tuple]]: """Canonicalize the edge to a tuple based on the relation, subject modifications, and object modifications.""" return ( edge_data[RELATION], _canonicalize_edge_modifications(edge_data.get(SUBJECT)), ...
python
def canonicalize_edge(edge_data: EdgeData) -> Tuple[str, Optional[Tuple], Optional[Tuple]]: """Canonicalize the edge to a tuple based on the relation, subject modifications, and object modifications.""" return ( edge_data[RELATION], _canonicalize_edge_modifications(edge_data.get(SUBJECT)), ...
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Canonicalize the edge to a tuple based on the relation, subject modifications, and object modifications.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/utils.py
_canonicalize_edge_modifications
def _canonicalize_edge_modifications(edge_data: EdgeData) -> Optional[Tuple]: """Return the SUBJECT or OBJECT entry of a PyBEL edge data dictionary as a canonical tuple.""" if edge_data is None: return modifier = edge_data.get(MODIFIER) location = edge_data.get(LOCATION) effect = edge_data....
python
def _canonicalize_edge_modifications(edge_data: EdgeData) -> Optional[Tuple]: """Return the SUBJECT or OBJECT entry of a PyBEL edge data dictionary as a canonical tuple.""" if edge_data is None: return modifier = edge_data.get(MODIFIER) location = edge_data.get(LOCATION) effect = edge_data....
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Return the SUBJECT or OBJECT entry of a PyBEL edge data dictionary as a canonical tuple.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/utils.py#L256-L322
train
29,752
pybel/pybel
src/pybel/struct/grouping/provenance.py
get_subgraphs_by_citation
def get_subgraphs_by_citation(graph): """Stratify the graph based on citations. :type graph: pybel.BELGraph :rtype: dict[tuple[str,str],pybel.BELGraph] """ rv = defaultdict(graph.fresh_copy) for u, v, key, data in graph.edges(keys=True, data=True): if CITATION not in data: ...
python
def get_subgraphs_by_citation(graph): """Stratify the graph based on citations. :type graph: pybel.BELGraph :rtype: dict[tuple[str,str],pybel.BELGraph] """ rv = defaultdict(graph.fresh_copy) for u, v, key, data in graph.edges(keys=True, data=True): if CITATION not in data: ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.raise_for_missing_citation
def raise_for_missing_citation(self, line: str, position: int) -> None: """Raise an exception if there is no citation present in the parser. :raises: MissingCitationException """ if self.citation_clearing and not self.citation: raise MissingCitationException(self.get_line_nu...
python
def raise_for_missing_citation(self, line: str, position: int) -> None: """Raise an exception if there is no citation present in the parser. :raises: MissingCitationException """ if self.citation_clearing and not self.citation: raise MissingCitationException(self.get_line_nu...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,754
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_annotation_key
def handle_annotation_key(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle an annotation key before parsing to validate that it's either enumerated or as a regex. :raise: MissingCitationException or UndefinedAnnotationWarning """ key = tokens['key'] ...
python
def handle_annotation_key(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle an annotation key before parsing to validate that it's either enumerated or as a regex. :raise: MissingCitationException or UndefinedAnnotationWarning """ key = tokens['key'] ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,755
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_set_statement_group
def handle_set_statement_group(self, _, __, tokens: ParseResults) -> ParseResults: """Handle a ``SET STATEMENT_GROUP = "X"`` statement.""" self.statement_group = tokens['group'] return tokens
python
def handle_set_statement_group(self, _, __, tokens: ParseResults) -> ParseResults: """Handle a ``SET STATEMENT_GROUP = "X"`` statement.""" self.statement_group = tokens['group'] return tokens
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L203-L206
train
29,756
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_set_evidence
def handle_set_evidence(self, _, __, tokens: ParseResults) -> ParseResults: """Handle a ``SET Evidence = ""`` statement.""" self.evidence = tokens['value'] return tokens
python
def handle_set_evidence(self, _, __, tokens: ParseResults) -> ParseResults: """Handle a ``SET Evidence = ""`` statement.""" self.evidence = tokens['value'] return tokens
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,757
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_set_command
def handle_set_command(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle a ``SET X = "Y"`` statement.""" key, value = tokens['key'], tokens['value'] self.raise_for_invalid_annotation_value(line, position, key, value) self.annotations[key] = value re...
python
def handle_set_command(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle a ``SET X = "Y"`` statement.""" key, value = tokens['key'], tokens['value'] self.raise_for_invalid_annotation_value(line, position, key, value) self.annotations[key] = value re...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L260-L265
train
29,758
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_unset_statement_group
def handle_unset_statement_group(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the statement group, or raises an exception if it is not set. :raises: MissingAnnotationKeyWarning """ if self.statement_group is None: raise MissingAnnotationKey...
python
def handle_unset_statement_group(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the statement group, or raises an exception if it is not set. :raises: MissingAnnotationKeyWarning """ if self.statement_group is None: raise MissingAnnotationKey...
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Unset the statement group, or raises an exception if it is not set. :raises: MissingAnnotationKeyWarning
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L275-L283
train
29,759
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_unset_citation
def handle_unset_citation(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the citation, or raise an exception if it is not set. :raises: MissingAnnotationKeyWarning """ if not self.citation: raise MissingAnnotationKeyWarning(self.get_line_numb...
python
def handle_unset_citation(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the citation, or raise an exception if it is not set. :raises: MissingAnnotationKeyWarning """ if not self.citation: raise MissingAnnotationKeyWarning(self.get_line_numb...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L285-L294
train
29,760
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_unset_evidence
def handle_unset_evidence(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the evidence, or throws an exception if it is not already set. The value for ``tokens[EVIDENCE]`` corresponds to which alternate of SupportingText or Evidence was used in the BEL script. ...
python
def handle_unset_evidence(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Unset the evidence, or throws an exception if it is not already set. The value for ``tokens[EVIDENCE]`` corresponds to which alternate of SupportingText or Evidence was used in the BEL script. ...
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Unset the evidence, or throws an exception if it is not already set. The value for ``tokens[EVIDENCE]`` corresponds to which alternate of SupportingText or Evidence was used in the BEL script. :raises: MissingAnnotationKeyWarning
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L296-L307
train
29,761
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.validate_unset_command
def validate_unset_command(self, line: str, position: int, annotation: str) -> None: """Raise an exception when trying to ``UNSET X`` if ``X`` is not already set. :raises: MissingAnnotationKeyWarning """ if annotation not in self.annotations: raise MissingAnnotationKeyWarnin...
python
def validate_unset_command(self, line: str, position: int, annotation: str) -> None: """Raise an exception when trying to ``UNSET X`` if ``X`` is not already set. :raises: MissingAnnotationKeyWarning """ if annotation not in self.annotations: raise MissingAnnotationKeyWarnin...
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Raise an exception when trying to ``UNSET X`` if ``X`` is not already set. :raises: MissingAnnotationKeyWarning
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.handle_unset_command
def handle_unset_command(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle an ``UNSET X`` statement or raises an exception if it is not already set. :raises: MissingAnnotationKeyWarning """ key = tokens['key'] self.validate_unset_command(line, posi...
python
def handle_unset_command(self, line: str, position: int, tokens: ParseResults) -> ParseResults: """Handle an ``UNSET X`` statement or raises an exception if it is not already set. :raises: MissingAnnotationKeyWarning """ key = tokens['key'] self.validate_unset_command(line, posi...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,763
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.get_annotations
def get_annotations(self) -> Dict: """Get the current annotations.""" return { EVIDENCE: self.evidence, CITATION: self.citation.copy(), ANNOTATIONS: self.annotations.copy() }
python
def get_annotations(self) -> Dict: """Get the current annotations.""" return { EVIDENCE: self.evidence, CITATION: self.citation.copy(), ANNOTATIONS: self.annotations.copy() }
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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29,764
pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.get_missing_required_annotations
def get_missing_required_annotations(self) -> List[str]: """Return missing required annotations.""" return [ required_annotation for required_annotation in self.required_annotations if required_annotation not in self.annotations ]
python
def get_missing_required_annotations(self) -> List[str]: """Return missing required annotations.""" return [ required_annotation for required_annotation in self.required_annotations if required_annotation not in self.annotations ]
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Return missing required annotations.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L356-L362
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pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.clear_citation
def clear_citation(self): """Clear the citation and if citation clearing is enabled, clear the evidence and annotations.""" self.citation.clear() if self.citation_clearing: self.evidence = None self.annotations.clear()
python
def clear_citation(self): """Clear the citation and if citation clearing is enabled, clear the evidence and annotations.""" self.citation.clear() if self.citation_clearing: self.evidence = None self.annotations.clear()
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Clear the citation and if citation clearing is enabled, clear the evidence and annotations.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L364-L370
train
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pybel/pybel
src/pybel/parser/parse_control.py
ControlParser.clear
def clear(self): """Clear the statement_group, citation, evidence, and annotations.""" self.statement_group = None self.citation.clear() self.evidence = None self.annotations.clear()
python
def clear(self): """Clear the statement_group, citation, evidence, and annotations.""" self.statement_group = None self.citation.clear() self.evidence = None self.annotations.clear()
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Clear the statement_group, citation, evidence, and annotations.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/parse_control.py#L372-L377
train
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pybel/pybel
src/pybel/io/jgif.py
map_cbn
def map_cbn(d): """Pre-processes the JSON from the CBN. - removes statements without evidence, or with placeholder evidence :param dict d: Raw JGIF from the CBN :return: Preprocessed JGIF :rtype: dict """ for i, edge in enumerate(d['graph']['edges']): if 'metadata' not in d['graph'...
python
def map_cbn(d): """Pre-processes the JSON from the CBN. - removes statements without evidence, or with placeholder evidence :param dict d: Raw JGIF from the CBN :return: Preprocessed JGIF :rtype: dict """ for i, edge in enumerate(d['graph']['edges']): if 'metadata' not in d['graph'...
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Pre-processes the JSON from the CBN. - removes statements without evidence, or with placeholder evidence :param dict d: Raw JGIF from the CBN :return: Preprocessed JGIF :rtype: dict
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/io/jgif.py
from_jgif
def from_jgif(graph_jgif_dict): """Build a BEL graph from a JGIF JSON object. :param dict graph_jgif_dict: The JSON object representing the graph in JGIF format :rtype: BELGraph """ graph = BELGraph() root = graph_jgif_dict['graph'] if 'label' in root: graph.name = root['label'] ...
python
def from_jgif(graph_jgif_dict): """Build a BEL graph from a JGIF JSON object. :param dict graph_jgif_dict: The JSON object representing the graph in JGIF format :rtype: BELGraph """ graph = BELGraph() root = graph_jgif_dict['graph'] if 'label' in root: graph.name = root['label'] ...
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Build a BEL graph from a JGIF JSON object. :param dict graph_jgif_dict: The JSON object representing the graph in JGIF format :rtype: BELGraph
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/io/jgif.py
to_jgif
def to_jgif(graph): """Build a JGIF dictionary from a BEL graph. :param pybel.BELGraph graph: A BEL graph :return: A JGIF dictionary :rtype: dict .. warning:: Untested! This format is not general purpose and is therefore time is not heavily invested. If you want to use Cytoscape.j...
python
def to_jgif(graph): """Build a JGIF dictionary from a BEL graph. :param pybel.BELGraph graph: A BEL graph :return: A JGIF dictionary :rtype: dict .. warning:: Untested! This format is not general purpose and is therefore time is not heavily invested. If you want to use Cytoscape.j...
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Build a JGIF dictionary from a BEL graph. :param pybel.BELGraph graph: A BEL graph :return: A JGIF dictionary :rtype: dict .. warning:: Untested! This format is not general purpose and is therefore time is not heavily invested. If you want to use Cytoscape.js, we suggest using :func:`...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/query/selection.py
get_subgraph
def get_subgraph(graph, seed_method: Optional[str] = None, seed_data: Optional[Any] = None, expand_nodes: Optional[List[BaseEntity]] = None, remove_nodes: Optional[List[BaseEntity]] = None, ): """Run a pipeline query on graph with ...
python
def get_subgraph(graph, seed_method: Optional[str] = None, seed_data: Optional[Any] = None, expand_nodes: Optional[List[BaseEntity]] = None, remove_nodes: Optional[List[BaseEntity]] = None, ): """Run a pipeline query on graph with ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
29,771
pybel/pybel
src/pybel/struct/mutation/induction/paths.py
_remove_pathologies_oop
def _remove_pathologies_oop(graph): """Remove pathology nodes from the graph.""" rv = graph.copy() victims = [ node for node in rv if node[FUNCTION] == PATHOLOGY ] rv.remove_nodes_from(victims) return rv
python
def _remove_pathologies_oop(graph): """Remove pathology nodes from the graph.""" rv = graph.copy() victims = [ node for node in rv if node[FUNCTION] == PATHOLOGY ] rv.remove_nodes_from(victims) return rv
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/mutation/induction/paths.py
get_random_path
def get_random_path(graph) -> List[BaseEntity]: """Get a random path from the graph as a list of nodes. :param pybel.BELGraph graph: A BEL graph """ wg = graph.to_undirected() nodes = wg.nodes() def pick_random_pair() -> Tuple[BaseEntity, BaseEntity]: """Get a pair of random nodes."""...
python
def get_random_path(graph) -> List[BaseEntity]: """Get a random path from the graph as a list of nodes. :param pybel.BELGraph graph: A BEL graph """ wg = graph.to_undirected() nodes = wg.nodes() def pick_random_pair() -> Tuple[BaseEntity, BaseEntity]: """Get a pair of random nodes."""...
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Get a random path from the graph as a list of nodes. :param pybel.BELGraph graph: A BEL graph
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/io/gpickle.py
to_bytes
def to_bytes(graph: BELGraph, protocol: int = HIGHEST_PROTOCOL) -> bytes: """Convert a graph to bytes with pickle. Note that the pickle module has some incompatibilities between Python 2 and 3. To export a universally importable pickle, choose 0, 1, or 2. :param graph: A BEL network :param protoco...
python
def to_bytes(graph: BELGraph, protocol: int = HIGHEST_PROTOCOL) -> bytes: """Convert a graph to bytes with pickle. Note that the pickle module has some incompatibilities between Python 2 and 3. To export a universally importable pickle, choose 0, 1, or 2. :param graph: A BEL network :param protoco...
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Convert a graph to bytes with pickle. Note that the pickle module has some incompatibilities between Python 2 and 3. To export a universally importable pickle, choose 0, 1, or 2. :param graph: A BEL network :param protocol: Pickling protocol to use. Defaults to ``HIGHEST_PROTOCOL``. .. seealso:: ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/io/gpickle.py
from_pickle
def from_pickle(path: Union[str, BinaryIO], check_version: bool = True) -> BELGraph: """Read a graph from a pickle file. :param path: File or filename to read. Filenames ending in .gz or .bz2 will be uncompressed. :param bool check_version: Checks if the graph was produced by this version of PyBEL """ ...
python
def from_pickle(path: Union[str, BinaryIO], check_version: bool = True) -> BELGraph: """Read a graph from a pickle file. :param path: File or filename to read. Filenames ending in .gz or .bz2 will be uncompressed. :param bool check_version: Checks if the graph was produced by this version of PyBEL """ ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/filters/edge_predicate_builders.py
build_annotation_dict_all_filter
def build_annotation_dict_all_filter(annotations: Mapping[str, Iterable[str]]) -> EdgePredicate: """Build an edge predicate for edges whose annotations are super-dictionaries of the given dictionary. If no annotations are given, will always evaluate to true. :param annotations: The annotation query dict t...
python
def build_annotation_dict_all_filter(annotations: Mapping[str, Iterable[str]]) -> EdgePredicate: """Build an edge predicate for edges whose annotations are super-dictionaries of the given dictionary. If no annotations are given, will always evaluate to true. :param annotations: The annotation query dict t...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/filters/edge_predicate_builders.py
build_annotation_dict_any_filter
def build_annotation_dict_any_filter(annotations: Mapping[str, Iterable[str]]) -> EdgePredicate: """Build an edge predicate that passes for edges whose data dictionaries match the given dictionary. If the given dictionary is empty, will always evaluate to true. :param annotations: The annotation query dic...
python
def build_annotation_dict_any_filter(annotations: Mapping[str, Iterable[str]]) -> EdgePredicate: """Build an edge predicate that passes for edges whose data dictionaries match the given dictionary. If the given dictionary is empty, will always evaluate to true. :param annotations: The annotation query dic...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/filters/edge_predicate_builders.py
build_upstream_edge_predicate
def build_upstream_edge_predicate(nodes: Iterable[BaseEntity]) -> EdgePredicate: """Build an edge predicate that pass for relations for which one of the given nodes is the object.""" nodes = set(nodes) def upstream_filter(graph: BELGraph, u: BaseEntity, v: BaseEntity, k: str) -> bool: """Pass for r...
python
def build_upstream_edge_predicate(nodes: Iterable[BaseEntity]) -> EdgePredicate: """Build an edge predicate that pass for relations for which one of the given nodes is the object.""" nodes = set(nodes) def upstream_filter(graph: BELGraph, u: BaseEntity, v: BaseEntity, k: str) -> bool: """Pass for r...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/filters/edge_predicate_builders.py
build_downstream_edge_predicate
def build_downstream_edge_predicate(nodes: Iterable[BaseEntity]) -> EdgePredicate: """Build an edge predicate that passes for edges for which one of the given nodes is the subject.""" nodes = set(nodes) def downstream_filter(graph: BELGraph, u: BaseEntity, v: BaseEntity, k: str) -> bool: """Pass fo...
python
def build_downstream_edge_predicate(nodes: Iterable[BaseEntity]) -> EdgePredicate: """Build an edge predicate that passes for edges for which one of the given nodes is the subject.""" nodes = set(nodes) def downstream_filter(graph: BELGraph, u: BaseEntity, v: BaseEntity, k: str) -> bool: """Pass fo...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/filters/edge_predicate_builders.py
build_relation_predicate
def build_relation_predicate(relations: Strings) -> EdgePredicate: """Build an edge predicate that passes for edges with the given relation.""" if isinstance(relations, str): @edge_predicate def relation_predicate(edge_data: EdgeData) -> bool: """Pass for relations matching the enclo...
python
def build_relation_predicate(relations: Strings) -> EdgePredicate: """Build an edge predicate that passes for edges with the given relation.""" if isinstance(relations, str): @edge_predicate def relation_predicate(edge_data: EdgeData) -> bool: """Pass for relations matching the enclo...
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Build an edge predicate that passes for edges with the given relation.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/pipeline/decorators.py
_register_function
def _register_function(name: str, func, universe: bool, in_place: bool): """Register a transformation function under the given name. :param name: Name to register the function under :param func: A function :param universe: :param in_place: :return: The same function, with additional properties ...
python
def _register_function(name: str, func, universe: bool, in_place: bool): """Register a transformation function under the given name. :param name: Name to register the function under :param func: A function :param universe: :param in_place: :return: The same function, with additional properties ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/decorators.py
_build_register_function
def _build_register_function(universe: bool, in_place: bool): # noqa: D202 """Build a decorator function to tag transformation functions. :param universe: Does the first positional argument of this function correspond to a universe graph? :param in_place: Does this function return a new graph, or just mod...
python
def _build_register_function(universe: bool, in_place: bool): # noqa: D202 """Build a decorator function to tag transformation functions. :param universe: Does the first positional argument of this function correspond to a universe graph? :param in_place: Does this function return a new graph, or just mod...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/struct/pipeline/decorators.py
register_deprecated
def register_deprecated(deprecated_name: str): """Register a function as deprecated. :param deprecated_name: The old name of the function :return: A decorator Usage: This function must be applied last, since it introspects on the definitions from before >>> @register_deprecated('my_function'...
python
def register_deprecated(deprecated_name: str): """Register a function as deprecated. :param deprecated_name: The old name of the function :return: A decorator Usage: This function must be applied last, since it introspects on the definitions from before >>> @register_deprecated('my_function'...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/pipeline/decorators.py
get_transformation
def get_transformation(name: str): """Get a transformation function and error if its name is not registered. :param name: The name of a function to look up :return: A transformation function :raises MissingPipelineFunctionError: If the given function name is not registered """ func = mapped.get...
python
def get_transformation(name: str): """Get a transformation function and error if its name is not registered. :param name: The name of a function to look up :return: A transformation function :raises MissingPipelineFunctionError: If the given function name is not registered """ func = mapped.get...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
_random_edge_iterator
def _random_edge_iterator(graph, n_edges: int) -> Iterable[Tuple[BaseEntity, BaseEntity, int, Mapping]]: """Get a random set of edges from the graph and randomly samples a key from each. :type graph: pybel.BELGraph :param n_edges: Number of edges to randomly select from the given graph """ edges = ...
python
def _random_edge_iterator(graph, n_edges: int) -> Iterable[Tuple[BaseEntity, BaseEntity, int, Mapping]]: """Get a random set of edges from the graph and randomly samples a key from each. :type graph: pybel.BELGraph :param n_edges: Number of edges to randomly select from the given graph """ edges = ...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
get_graph_with_random_edges
def get_graph_with_random_edges(graph, n_edges: int): """Build a new graph from a seeding of edges. :type graph: pybel.BELGraph :param n_edges: Number of edges to randomly select from the given graph :rtype: pybel.BELGraph """ result = graph.fresh_copy() result.add_edges_from(_random_edge_i...
python
def get_graph_with_random_edges(graph, n_edges: int): """Build a new graph from a seeding of edges. :type graph: pybel.BELGraph :param n_edges: Number of edges to randomly select from the given graph :rtype: pybel.BELGraph """ result = graph.fresh_copy() result.add_edges_from(_random_edge_i...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
get_random_node
def get_random_node(graph, node_blacklist: Set[BaseEntity], invert_degrees: Optional[bool] = None, ) -> Optional[BaseEntity]: """Choose a node from the graph with probabilities based on their degrees. :type graph: networkx.Graph :param node_blackl...
python
def get_random_node(graph, node_blacklist: Set[BaseEntity], invert_degrees: Optional[bool] = None, ) -> Optional[BaseEntity]: """Choose a node from the graph with probabilities based on their degrees. :type graph: networkx.Graph :param node_blackl...
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Choose a node from the graph with probabilities based on their degrees. :type graph: networkx.Graph :param node_blacklist: Nodes to filter out :param invert_degrees: Should the degrees be inverted? Defaults to true.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/induction/random_subgraph.py#L95-L119
train
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pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
_helper
def _helper(result, graph, number_edges_remaining: int, node_blacklist: Set[BaseEntity], invert_degrees: Optional[bool] = None, ): """Help build a random graph. :type result: networkx.Graph :type graph: networkx.Graph """ original_node_cou...
python
def _helper(result, graph, number_edges_remaining: int, node_blacklist: Set[BaseEntity], invert_degrees: Optional[bool] = None, ): """Help build a random graph. :type result: networkx.Graph :type graph: networkx.Graph """ original_node_cou...
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Help build a random graph. :type result: networkx.Graph :type graph: networkx.Graph
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/induction/random_subgraph.py#L122-L164
train
29,788
pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
get_random_subgraph
def get_random_subgraph(graph, number_edges=None, number_seed_edges=None, seed=None, invert_degrees=None): """Generate a random subgraph based on weighted random walks from random seed edges. :type graph: pybel.BELGraph graph :param Optional[int] number_edges: Maximum number of edges. Defaults to :dat...
python
def get_random_subgraph(graph, number_edges=None, number_seed_edges=None, seed=None, invert_degrees=None): """Generate a random subgraph based on weighted random walks from random seed edges. :type graph: pybel.BELGraph graph :param Optional[int] number_edges: Maximum number of edges. Defaults to :dat...
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Generate a random subgraph based on weighted random walks from random seed edges. :type graph: pybel.BELGraph graph :param Optional[int] number_edges: Maximum number of edges. Defaults to :data:`pybel_tools.constants.SAMPLE_RANDOM_EDGE_COUNT` (250). :param Optional[int] number_seed_edges: Number of no...
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/induction/random_subgraph.py#L168-L216
train
29,789
pybel/pybel
src/pybel/struct/mutation/induction/random_subgraph.py
WeightedRandomGenerator.next_index
def next_index(self) -> int: """Get a random index.""" return bisect.bisect_right(self.totals, random.random() * self.total)
python
def next_index(self) -> int: """Get a random index.""" return bisect.bisect_right(self.totals, random.random() * self.total)
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Get a random index.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/struct/mutation/induction/random_subgraph.py#L86-L88
train
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pybel/pybel
src/pybel/manager/models.py
Author.from_name
def from_name(cls, name): """Create an author by name, automatically populating the hash.""" return Author(name=name, sha512=cls.hash_name(name))
python
def from_name(cls, name): """Create an author by name, automatically populating the hash.""" return Author(name=name, sha512=cls.hash_name(name))
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Create an author by name, automatically populating the hash.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/manager/models.py#L503-L505
train
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pybel/pybel
src/pybel/manager/models.py
Author.has_name_in
def has_name_in(cls, names): """Build a filter if the author has any of the given names.""" return cls.sha512.in_({ cls.hash_name(name) for name in names })
python
def has_name_in(cls, names): """Build a filter if the author has any of the given names.""" return cls.sha512.in_({ cls.hash_name(name) for name in names })
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Build a filter if the author has any of the given names.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/manager/models.py#L533-L538
train
29,792
pybel/pybel
src/pybel/io/utils.py
raise_for_old_graph
def raise_for_old_graph(graph): """Raise an ImportVersionWarning if the BEL graph was produced by a legacy version of PyBEL. :raises ImportVersionWarning: If the BEL graph was produced by a legacy version of PyBEL """ graph_version = tokenize_version(graph.pybel_version) if graph_version < PYBEL_MI...
python
def raise_for_old_graph(graph): """Raise an ImportVersionWarning if the BEL graph was produced by a legacy version of PyBEL. :raises ImportVersionWarning: If the BEL graph was produced by a legacy version of PyBEL """ graph_version = tokenize_version(graph.pybel_version) if graph_version < PYBEL_MI...
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Raise an ImportVersionWarning if the BEL graph was produced by a legacy version of PyBEL. :raises ImportVersionWarning: If the BEL graph was produced by a legacy version of PyBEL
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/io/utils.py#L11-L18
train
29,793
pybel/pybel
src/pybel/parser/utils.py
nest
def nest(*content): """Define a delimited list by enumerating each element of the list.""" if len(content) == 0: raise ValueError('no arguments supplied') return And([LPF, content[0]] + list(itt.chain.from_iterable(zip(itt.repeat(C), content[1:]))) + [RPF])
python
def nest(*content): """Define a delimited list by enumerating each element of the list.""" if len(content) == 0: raise ValueError('no arguments supplied') return And([LPF, content[0]] + list(itt.chain.from_iterable(zip(itt.repeat(C), content[1:]))) + [RPF])
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Define a delimited list by enumerating each element of the list.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
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train
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pybel/pybel
src/pybel/parser/utils.py
triple
def triple(subject, relation, obj): """Build a simple triple in PyParsing that has a ``subject relation object`` format.""" return And([Group(subject)(SUBJECT), relation(RELATION), Group(obj)(OBJECT)])
python
def triple(subject, relation, obj): """Build a simple triple in PyParsing that has a ``subject relation object`` format.""" return And([Group(subject)(SUBJECT), relation(RELATION), Group(obj)(OBJECT)])
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Build a simple triple in PyParsing that has a ``subject relation object`` format.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/utils.py#L78-L80
train
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pybel/pybel
src/pybel/parser/modifiers/truncation.py
get_truncation_language
def get_truncation_language() -> ParserElement: """Build a parser for protein truncations.""" l1 = truncation_tag + nest(amino_acid(AMINO_ACID) + ppc.integer(TRUNCATION_POSITION)) l1.setParseAction(_handle_trunc) l2 = truncation_tag + nest(ppc.integer(TRUNCATION_POSITION)) l2.setParseAction(_handle_...
python
def get_truncation_language() -> ParserElement: """Build a parser for protein truncations.""" l1 = truncation_tag + nest(amino_acid(AMINO_ACID) + ppc.integer(TRUNCATION_POSITION)) l1.setParseAction(_handle_trunc) l2 = truncation_tag + nest(ppc.integer(TRUNCATION_POSITION)) l2.setParseAction(_handle_...
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Build a parser for protein truncations.
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c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0
https://github.com/pybel/pybel/blob/c8a7a1bdae4c475fa2a8c77f3a9a5f6d79556ca0/src/pybel/parser/modifiers/truncation.py#L57-L63
train
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vhf/confusable_homoglyphs
confusable_homoglyphs/categories.py
aliases_categories
def aliases_categories(chr): """Retrieves the script block alias and unicode category for a unicode character. >>> categories.aliases_categories('A') ('LATIN', 'L') >>> categories.aliases_categories('τ') ('GREEK', 'L') >>> categories.aliases_categories('-') ('COMMON', 'Pd') :param chr:...
python
def aliases_categories(chr): """Retrieves the script block alias and unicode category for a unicode character. >>> categories.aliases_categories('A') ('LATIN', 'L') >>> categories.aliases_categories('τ') ('GREEK', 'L') >>> categories.aliases_categories('-') ('COMMON', 'Pd') :param chr:...
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Retrieves the script block alias and unicode category for a unicode character. >>> categories.aliases_categories('A') ('LATIN', 'L') >>> categories.aliases_categories('τ') ('GREEK', 'L') >>> categories.aliases_categories('-') ('COMMON', 'Pd') :param chr: A unicode character :type chr: ...
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14f43ddd74099520ddcda29fac557c27a28190e6
https://github.com/vhf/confusable_homoglyphs/blob/14f43ddd74099520ddcda29fac557c27a28190e6/confusable_homoglyphs/categories.py#L8-L38
train
29,797
vhf/confusable_homoglyphs
confusable_homoglyphs/confusables.py
is_mixed_script
def is_mixed_script(string, allowed_aliases=['COMMON']): """Checks if ``string`` contains mixed-scripts content, excluding script blocks aliases in ``allowed_aliases``. E.g. ``B. C`` is not considered mixed-scripts by default: it contains characters from **Latin** and **Common**, but **Common** is excl...
python
def is_mixed_script(string, allowed_aliases=['COMMON']): """Checks if ``string`` contains mixed-scripts content, excluding script blocks aliases in ``allowed_aliases``. E.g. ``B. C`` is not considered mixed-scripts by default: it contains characters from **Latin** and **Common**, but **Common** is excl...
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Checks if ``string`` contains mixed-scripts content, excluding script blocks aliases in ``allowed_aliases``. E.g. ``B. C`` is not considered mixed-scripts by default: it contains characters from **Latin** and **Common**, but **Common** is excluded by default. >>> confusables.is_mixed_script('Abç') ...
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14f43ddd74099520ddcda29fac557c27a28190e6
https://github.com/vhf/confusable_homoglyphs/blob/14f43ddd74099520ddcda29fac557c27a28190e6/confusable_homoglyphs/confusables.py#L13-L38
train
29,798
vhf/confusable_homoglyphs
confusable_homoglyphs/confusables.py
is_confusable
def is_confusable(string, greedy=False, preferred_aliases=[]): """Checks if ``string`` contains characters which might be confusable with characters from ``preferred_aliases``. If ``greedy=False``, it will only return the first confusable character found without looking at the rest of the string, ``gre...
python
def is_confusable(string, greedy=False, preferred_aliases=[]): """Checks if ``string`` contains characters which might be confusable with characters from ``preferred_aliases``. If ``greedy=False``, it will only return the first confusable character found without looking at the rest of the string, ``gre...
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Checks if ``string`` contains characters which might be confusable with characters from ``preferred_aliases``. If ``greedy=False``, it will only return the first confusable character found without looking at the rest of the string, ``greedy=True`` returns all of them. ``preferred_aliases=[]`` can ...
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14f43ddd74099520ddcda29fac557c27a28190e6
https://github.com/vhf/confusable_homoglyphs/blob/14f43ddd74099520ddcda29fac557c27a28190e6/confusable_homoglyphs/confusables.py#L41-L133
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