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High-performance PDB/mmCIF parsing and analysis library with Python bindings

Project description

PDBRust Python Bindings

High-performance Python bindings for PDBRust, a Rust library for parsing and analyzing PDB/mmCIF protein structure files.

Installation

pip install pdbrust

Quick Start

import pdbrust

# Parse a PDB file
structure = pdbrust.parse_pdb_file("protein.pdb")
print(f"Loaded {structure.num_atoms} atoms in {structure.num_chains} chains")

# Get chain IDs
chains = structure.get_chain_ids()
print(f"Chains: {chains}")

# Access atoms
for atom in structure.atoms[:5]:
    print(f"{atom.name} {atom.residue_name}{atom.residue_seq}")

Features

Parsing

# Parse different formats
structure = pdbrust.parse_pdb_file("protein.pdb")
structure = pdbrust.parse_mmcif_file("protein.cif")
structure = pdbrust.parse_structure_file("protein.ent")  # auto-detect

# Parse gzip-compressed files
structure = pdbrust.parse_gzip_pdb_file("pdb1ubq.ent.gz")

# Parse from string
structure = pdbrust.parse_pdb_string(pdb_content)

Filtering and Cleaning

# Method chaining for clean code
cleaned = structure.remove_ligands().keep_only_chain("A").keep_only_ca()

# Get CA coordinates
ca_coords = structure.get_ca_coords()  # List of (x, y, z) tuples
ca_coords_chain_a = structure.get_ca_coords("A")  # Specific chain

# Cleaning operations
structure.center_structure()
structure.normalize_chain_ids()
structure.reindex_residues()

Structural Descriptors

# Individual metrics
rg = structure.radius_of_gyration()
max_dist = structure.max_ca_distance()
composition = structure.aa_composition()

# All descriptors at once
desc = structure.structure_descriptors()
print(f"Rg: {desc.radius_of_gyration:.2f} A")
print(f"Hydrophobic: {desc.hydrophobic_ratio:.1%}")

Quality Assessment

# Quick checks
if structure.has_altlocs():
    print("Warning: alternate conformations present")

if structure.has_multiple_models():
    print("NMR ensemble detected")

# Full quality report
report = structure.quality_report()
if report.is_analysis_ready():
    print("Structure is ready for analysis")

RCSB PDB Integration

from pdbrust import SearchQuery, rcsb_search, download_structure, FileFormat

# Download a structure
structure = download_structure("1UBQ", FileFormat.pdb())

# Search RCSB
query = SearchQuery().with_text("kinase").with_organism("Homo sapiens").with_resolution_max(2.0)
results = rcsb_search(query, 10)
print(f"Found {results.total_count} structures")
for pdb_id in results.pdb_ids:
    print(f"  {pdb_id}")

Performance

PDBRust provides 40-260x speedups over pure Python implementations:

Operation Speedup vs Python
Parsing 2-3x
get_ca_coords 240x
max_ca_distance 260x
radius_of_gyration 100x

Requirements

  • Python >= 3.9
  • No runtime dependencies (Rust code is compiled into the package)

License

MIT

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