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added functions std, path_average_weight, remove_paths

nicolas-zimmermann vor 5 Jahren
Ursprung
Commit
d0c28884ed
1 geänderte Dateien mit 50 neuen und 7 gelöschten Zeilen
  1. 50 7
      debruijn/debruijn.py

+ 50 - 7
debruijn/debruijn.py Datei anzeigen

@@ -2,6 +2,7 @@
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 Small assembly module based on de bruijn graphs
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 """
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 import os
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+import statistics
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 import networkx as nx
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 from networkx import algorithms
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@@ -83,8 +84,15 @@ def get_starting_nodes(graph):
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     return starting_nodes
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-def std():
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-    pass
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+def std(values):
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+    """
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+    Arguments:
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+        values, list: list of values
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+
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+    Returns :
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+        standard deviation of the 'values' data list
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+    """
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+    return stdev(float(values))
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 def get_sink_nodes(graph):
@@ -103,12 +111,47 @@ def get_sink_nodes(graph):
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     return sink_nodes
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-def path_average_weight():
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-    pass
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+def path_average_weight(graph, path):
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+    """
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+    Arguments:
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+        graph, nx.DiGraph: a de bruijn graph
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+        path, list of str(nodes): list of nodes constituing a path
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+    Return:
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+        mean weight, float: the mean weight of the path
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+    """
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+    weight = 0
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+    for i in range(len(path)-1):
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+        weight += graph[path[i][i+i][weight]
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+    
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+    return weight/(len(path)-1)
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-def remove_paths():
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-    pass
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+
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+
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+def remove_paths(graph, paths, delete_entry_node=False, delete_sink_node=False):
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+    """
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+    Removes paths in 'paths' list from 'graph' object. Don't delete entry and
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+    sink nodes unless specified.
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+
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+    Arguments:
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+        graph, nd.DiGraph(): de bruijn graph
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+        paths, list of string lists: list of paths composed of nodes
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+        delete_entry_node, boolean: Delete entry if True
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+        delete_sink_node, boolean: Delete sink node if True
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+
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+    Return:
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+        graph, nd.DiGraph(): de bruijn graph with deletes paths.
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+    """
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+    entry = 1
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+    sink = -1
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+    if delete_entry_node == True:
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+        entry = 0
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+    if delete_sink_node == True:
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+        sink = None
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+    for path in paths:
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+        graph.remove_nodes_from(path[entry:sink]) 
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+
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+    return graph
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 def select_best_path():
@@ -153,7 +196,7 @@ def get_contigs(graph, starting_nodes, sink_nodes):
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                 for i in range(len(path)-1):
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                     contig += path[i+1][-1]
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                 contigs.append((contig, len(contig)))
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-
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+    
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     return contigs
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 def solve_bubble():