Mercurial > repos > galaxy-australia > alphafold2
annotate validate_fasta.py @ 5:138feebde7d3 draft
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit c7fcba69096f16e6a5cfc03d363d4db28b16807f"
author | galaxy-australia |
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date | Thu, 10 Mar 2022 21:53:42 +0000 |
parents | 6c92e000d684 |
children | 04e95886cf24 |
rev | line source |
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1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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1 """Validate input FASTA sequence.""" |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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2 |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
0
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3 import re |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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4 import argparse |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
diff
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5 from typing import List, TextIO |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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6 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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7 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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8 class Fasta: |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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9 def __init__(self, header_str: str, seq_str: str): |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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10 self.header = header_str |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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11 self.aa_seq = seq_str |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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12 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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13 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
parents:
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14 class FastaLoader: |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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15 def __init__(self, fasta_path: str): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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16 """Initialize from FASTA file.""" |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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17 self.fastas = [] |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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18 self.load(fasta_path) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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19 print("Loaded FASTA sequences:") |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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20 for f in self.fastas: |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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21 print(f.header) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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22 print(f.aa_seq) |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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23 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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24 def load(self, fasta_path: str): |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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25 """Load bare or FASTA formatted sequence.""" |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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26 with open(fasta_path, 'r') as f: |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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27 self.content = f.read() |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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28 |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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29 if "__cn__" in self.content: |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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30 # Pasted content with escaped characters |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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31 self.newline = '__cn__' |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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32 self.caret = '__gt__' |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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33 else: |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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34 # Uploaded file with normal content |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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35 self.newline = '\n' |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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36 self.caret = '>' |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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37 |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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38 self.lines = self.content.split(self.newline) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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39 header, sequence = self.interpret_first_line() |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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40 |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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41 i = 0 |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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42 while i < len(self.lines): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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43 line = self.lines[i] |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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44 if line.startswith(self.caret): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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45 self.update_fastas(header, sequence) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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46 header = '>' + self.strip_header(line) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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47 sequence = '' |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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48 else: |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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49 sequence += line.strip('\n ') |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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50 i += 1 |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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51 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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52 # after reading whole file, header & sequence buffers might be full |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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53 self.update_fastas(header, sequence) |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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54 |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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55 def interpret_first_line(self): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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56 line = self.lines[0] |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
parents:
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57 if line.startswith(self.caret): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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58 header = '>' + self.strip_header(line) |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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59 return header, '' |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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60 else: |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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61 return '', line |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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62 |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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63 def strip_header(self, line): |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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64 """Strip characters escaped with underscores from pasted text.""" |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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65 return re.sub(r'\_\_.{2}\_\_', '', line).strip('>') |
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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66 |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
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67 def update_fastas(self, header: str, sequence: str): |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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68 # if we have a sequence |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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69 if sequence: |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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70 # create generic header if not exists |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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71 if not header: |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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72 fasta_count = len(self.fastas) |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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73 header = f'>sequence_{fasta_count}' |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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74 |
1
6c92e000d684
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit a510e97ebd604a5e30b1f16e5031f62074f23e86"
galaxy-australia
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75 # Create new Fasta |
0
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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76 self.fastas.append(Fasta(header, sequence)) |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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77 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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78 |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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79 class FastaValidator: |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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80 def __init__(self, fasta_list: List[Fasta]): |
7ae9d78b06f5
"planemo upload for repository https://github.com/usegalaxy-au/galaxy-local-tools commit 7b79778448363aa8c9b14604337e81009e461bd2-dirty"
galaxy-australia
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81 self.fasta_list = fasta_list |
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82 self.min_length = 30 |
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83 self.max_length = 2000 |
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84 self.iupac_characters = { |
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85 'A', 'B', 'C', 'D', 'E', 'F', 'G', |
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86 'H', 'I', 'K', 'L', 'M', 'N', 'P', |
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87 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', |
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88 'Y', 'Z', '-' |
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89 } |
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90 |
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91 def validate(self): |
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92 """performs fasta validation""" |
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93 self.validate_num_seqs() |
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94 self.validate_length() |
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95 self.validate_alphabet() |
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96 # not checking for 'X' nucleotides at the moment. |
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97 # alphafold can throw an error if it doesn't like it. |
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98 #self.validate_x() |
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99 |
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100 def validate_num_seqs(self) -> None: |
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101 if len(self.fasta_list) > 1: |
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102 raise Exception(f'Error encountered validating fasta: More than 1 sequence detected ({len(self.fasta_list)}). Please use single fasta sequence as input') |
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103 elif len(self.fasta_list) == 0: |
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104 raise Exception(f'Error encountered validating fasta: input file has no fasta sequences') |
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105 |
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106 def validate_length(self): |
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107 """Confirms whether sequence length is valid. """ |
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108 fasta = self.fasta_list[0] |
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109 if len(fasta.aa_seq) < self.min_length: |
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110 raise Exception(f'Error encountered validating fasta: Sequence too short ({len(fasta.aa_seq)}aa). Must be > 30aa') |
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111 if len(fasta.aa_seq) > self.max_length: |
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112 raise Exception(f'Error encountered validating fasta: Sequence too long ({len(fasta.aa_seq)}aa). Must be < 2000aa') |
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113 |
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114 def validate_alphabet(self): |
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115 """ |
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116 Confirms whether the sequence conforms to IUPAC codes. |
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117 If not, reports the offending character and its position. |
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118 """ |
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119 fasta = self.fasta_list[0] |
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120 for i, char in enumerate(fasta.aa_seq.upper()): |
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121 if char not in self.iupac_characters: |
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122 raise Exception(f'Error encountered validating fasta: Invalid amino acid found at pos {i}: "{char}"') |
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123 |
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124 def validate_x(self): |
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125 """checks if any bases are X. TODO check whether alphafold accepts X bases. """ |
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126 fasta = self.fasta_list[0] |
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127 for i, char in enumerate(fasta.aa_seq.upper()): |
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128 if char == 'X': |
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129 raise Exception(f'Error encountered validating fasta: Unsupported aa code "X" found at pos {i}') |
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130 |
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131 |
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132 class FastaWriter: |
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133 def __init__(self) -> None: |
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134 self.outfile = 'alphafold.fasta' |
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135 self.formatted_line_len = 60 |
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136 |
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137 def write(self, fasta: Fasta): |
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138 with open(self.outfile, 'w') as fp: |
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139 header = fasta.header |
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140 seq = self.format_sequence(fasta.aa_seq) |
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141 fp.write(header + '\n') |
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142 fp.write(seq + '\n') |
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143 |
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144 def format_sequence(self, aa_seq: str): |
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145 formatted_seq = '' |
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146 for i in range(0, len(aa_seq), self.formatted_line_len): |
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147 formatted_seq += aa_seq[i: i + self.formatted_line_len] + '\n' |
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148 return formatted_seq |
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149 |
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150 |
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151 def main(): |
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152 # load fasta file |
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153 args = parse_args() |
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154 fas = FastaLoader(args.input_fasta) |
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155 |
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156 # validate |
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157 fv = FastaValidator(fas.fastas) |
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158 fv.validate() |
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159 |
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160 # write cleaned version |
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161 fw = FastaWriter() |
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162 fw.write(fas.fastas[0]) |
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163 |
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164 |
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165 def parse_args() -> argparse.Namespace: |
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166 parser = argparse.ArgumentParser() |
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167 parser.add_argument( |
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168 "input_fasta", |
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169 help="input fasta file", |
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170 type=str |
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171 ) |
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172 return parser.parse_args() |
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173 |
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174 |
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175 |
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176 if __name__ == '__main__': |
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177 main() |