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bio-phylo-tree-io

bio-phylo-tree-io,来自 FreedomIntelligence/OpenClaw-Medical-Skills 的 agent 技能。

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技能内容

<!--

COPYRIGHT NOTICE

This file is part of the "Universal Biomedical Skills" project.

Copyright (c) 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu>

All Rights Reserved.

#

This code is proprietary and confidential.

Unauthorized copying of this file, via any medium is strictly prohibited.

#

Provenance: Authenticated by MD BABU MIA

-->


name: bio-phylo-tree-io

description: Read, write, and convert phylogenetic tree files using Biopython Bio.Phylo. Use when parsing Newick, Nexus, PhyloXML, or NeXML tree formats, converting between formats, or handling multiple trees.

tool_type: python

primary_tool: Bio.Phylo

measurable_outcome: Execute skill workflow successfully with valid output within 15 minutes.

allowed-tools:

  • read_file
  • run_shell_command

Tree I/O

Parse, write, and convert phylogenetic tree files in various formats.

Required Import

from Bio import Phylo
from io import StringIO

Supported Formats

| Format | Extension | Description |

|--------|-----------|-------------|

| newick | .nwk, .tre, .tree | Standard format with branch lengths |

| nexus | .nex, .nxs | Rich format with annotations (PAUP, MrBayes) |

| phyloxml | .xml | XML format with metadata support |

| nexml | .nexml | Modern XML format |

| cdao | .rdf | RDF format (limited use) |

Reading Trees

# Read single tree
tree = Phylo.read('tree.nwk', 'newick')

# Read multiple trees from file
trees = list(Phylo.parse('bootstrap_trees.nwk', 'newick'))
print(f'Loaded {len(trees)} trees')

# Read from string
tree_string = '((A:0.1,B:0.2):0.3,(C:0.4,D:0.5):0.6);'
tree = Phylo.read(StringIO(tree_string), 'newick')

# Read PhyloXML with metadata
tree = Phylo.read('annotated.xml', 'phyloxml')

# Read Nexus (often contains multiple trees)
trees = list(Phylo.parse('mrbayes.nex', 'nexus'))

Writing Trees

# Write single tree
Phylo.write(tree, 'output.nwk', 'newick')

# Write multiple trees
Phylo.write(trees, 'all_trees.nwk', 'newick')

# Write to PhyloXML (preserves metadata)
Phylo.write(tree, 'output.xml', 'phyloxml')

# Write to Nexus
Phylo.write(tree, 'output.nex', 'nexus')

Serialize to String

tree = Phylo.read('tree.nwk', 'newick')

# Get tree as string (useful for embedding, logging, or API responses)
newick_string = format(tree, 'newick')
print(newick_string)  # ((A:0.1,B:0.2):0.3,(C:0.4,D:0.5):0.6);

# Alternative method
newick_string = tree.format('newick')

# Other formats work too
phyloxml_string = format(tree, 'phyloxml')

Format Conversion

# Direct file conversion
Phylo.convert('input.nwk', 'newick', 'output.xml', 'phyloxml')
Phylo.convert('mrbayes.nex', 'nexus', 'trees.nwk', 'newick')

# Convert with processing
tree = Phylo.read('input.nwk', 'newick')
tree.ladderize()  # Sort branches
Phylo.write(tree, 'sorted.nwk', 'newick')

Quick Tree Inspection

tree = Phylo.read('tree.nwk', 'newick')

# Print ASCII representation
print(tree)

# ASCII tree diagram
Phylo.draw_ascii(tree)

# Basic tree properties
print(f'Total branch length: {tree.total_branch_length()}')
print(f'Number of terminals: {len(tree.get_terminals())}')
print(f'Is bifurcating: {tree.is_bifurcating()}')

Accessing Tree Structure

# Get all terminal (leaf) nodes
terminals = tree.get_terminals()
for term in terminals:
    print(f'{term.name}: branch_length={term.branch_length}')

# Get all internal nodes
nonterminals = tree.get_nonterminals()

# Get all clades (nodes)
all_clades = list(tree.find_clades())

# Find specific clade by name
clade = tree.find_any(name='Human')

Tree from Newick String Patterns

# Simple tree (no branch lengths)
tree = Phylo.read(StringIO('((A,B),(C,D));'), 'newick')

# With branch lengths
tree = Phylo.read(StringIO('((A:0.1,B:0.2):0.3,(C:0.4,D:0.5):0.6);'), 'newick')

# With internal node names
tree = Phylo.read(StringIO('((A,B)AB,(C,D)CD)root;'), 'newick')

# With bootstrap values (internal node names)
tree = Phylo.read(StringIO('((A:0.1,B:0.2)95:0.3,(C:0.4,D:0.5)80:0.6);'), 'newick')

Working with PhyloXML Metadata

# PhyloXML supports rich annotations
tree = Phylo.read('annotated.xml', 'phyloxml')

for clade in tree.find_clades():
    if clade.confidences:
        print(f'{clade.name}: confidence={clade.confidences[0].value}')
    if hasattr(clade, 'taxonomy') and clade.taxonomy:
        print(f'{clade.name}: taxonomy={clade.taxonomy.scientific_name}')

# Convert Newick to PhyloXML (adds metadata capabilities)
newick_tree = Phylo.read('simple.nwk', 'newick')
phyloxml_tree = newick_tree.as_phyloxml()

Handling Multiple Trees

# Parse bootstrap or posterior trees
trees = list(Phylo.parse('bootstrap.nwk', 'newick'))
print(f'Loaded {len(trees)} bootstrap trees')

# Process each tree
for i, tree in enumerate(trees):
    print(f'Tree {i}: {len(tree.get_terminals())} taxa')

# Write subset of trees
Phylo.write(trees[:100], 'first_100.nwk', 'newick')

Iterating Over Large Tree Files

# Memory-efficient iteration (doesn't load all trees at once)
for tree in Phylo.parse('large_file.nwk', 'newick'):
    if tree.total_branch_length() > 1.0:
        print(f'Long tree: {tree.total_branch_length()}')

Common Newick Format Variations

| Input | Description |

|-------|-------------|

| (A,B,C); | Unrooted, no lengths |

| ((A,B),C); | Rooted topology |

| (A:0.1,B:0.2); | With branch lengths |

| ((A,B)X,C); | Internal node named X |

| ((A,B):0.5[90],C); | Branch with bootstrap |

Error Handling

from Bio import Phylo
from io import StringIO

# Check for valid newick
tree_string = '((A,B),(C,D));'
try:
    tree = Phylo.read(StringIO(tree_string), 'newick')
    print('Valid tree')
except Exception as e:
    print(f'Parse error: {e}')

# Handle missing branch lengths
tree = Phylo.read('tree.nwk', 'newick')
for clade in tree.find_clades():
    if clade.branch_length is None:
        clade.branch_length = 0.0  # Set default

Format-Specific Notes

| Format | Strengths | Limitations |

|--------|-----------|-------------|

| Newick | Universal, simple | No metadata |

| Nexus | PAUP/MrBayes compatible | Complex syntax |

| PhyloXML | Rich metadata, colors | Verbose |

| NeXML | Modern, extensible | Less common |

Related Skills

  • tree-visualization - Draw and export tree figures
  • tree-manipulation - Root, prune, and modify tree structure
  • distance-calculations - Compute distances and build trees from alignments
  • alignment/alignment-io - Read MSA files for tree construction

<!-- AUTHOR_SIGNATURE: 9a7f3c2e-MD-BABU-MIA-2026-MSSM-SECURE -->

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