Mercurial > repos > tduigou > save_to_db

annotate save_to_db.py @ 0:034686b5bc15 draft

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planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
author tduigou
date Thu, 24 Apr 2025 09:56:36 +0000
parents
children c7a7520afb4b
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0
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
tduigou
parents:
diff changeset
1 import subprocess
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
tduigou
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2 import time
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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3 import argparse
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
tduigou
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4 import socket
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
tduigou
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5 import os
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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6 import re
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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7 import pandas as pd
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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8 from sqlalchemy import create_engine, inspect
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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9 from sqlalchemy.sql import text
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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10 from sqlalchemy.engine.url import make_url
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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11 from sqlalchemy.exc import OperationalError
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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12
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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13 def fix_db_uri(uri):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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14 """Replace __at__ with @ in the URI if needed."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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15 return uri.replace("__at__", "@")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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16
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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17 def is_port_in_use(port):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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18 """Check if a TCP port is already in use on localhost."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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19 with socket.socket(socket.AF_INET, socket.SOCK_STREAM) as s:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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20 return s.connect_ex(('localhost', port)) == 0
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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21
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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22 def extract_db_name(uri):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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23 """Extract the database name from the SQLAlchemy URI."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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24 url = make_url(uri)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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25 return url.database
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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27 def start_postgres_container(db_name):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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28 """Start a PostgreSQL container with the given database name as the container name."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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29 container_name = db_name
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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31 # Check if container is already running
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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32 container_running = subprocess.run(
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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33 f"docker ps -q -f name={container_name}", shell=True, capture_output=True, text=True
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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34 )
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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35
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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36 if container_running.stdout.strip():
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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37 print(f"Container '{container_name}' is already running.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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38 return
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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39
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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40 # Check if container exists (stopped)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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41 container_exists = subprocess.run(
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
tduigou
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42 f"docker ps -a -q -f name={container_name}", shell=True, capture_output=True, text=True
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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43 )
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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44
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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45 if container_exists.stdout.strip():
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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46 print(f"Starting existing container '{container_name}'...")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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47 subprocess.run(f"docker start {container_name}", shell=True)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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48 print(f"PostgreSQL Docker container '{container_name}' activated.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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49 return
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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50
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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51 # If container does not exist, create and start a new one
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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52 port = 5432 if not is_port_in_use(5432) else 5433
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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53 postgres_password = os.getenv("POSTGRES_PASSWORD", "RK17")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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54
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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55 start_command = [
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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56 "docker", "run", "--name", container_name,
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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57 "-e", f"POSTGRES_PASSWORD={postgres_password}",
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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58 "-p", f"{port}:5432",
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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59 "-d", "postgres"
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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60 ]
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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61
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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62 try:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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63 subprocess.run(start_command, check=True)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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64 print(f"PostgreSQL Docker container '{container_name}' started on port {port}.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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65 except subprocess.CalledProcessError as e:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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66 print(f"Failed to start Docker container: {e}")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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67
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68 def wait_for_db(uri, timeout=60):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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69 """Try connecting to the DB until it works or timeout."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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70 engine = create_engine(uri)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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71 start_time = time.time()
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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72 while time.time() - start_time < timeout:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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73 try:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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74 with engine.connect():
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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75 print("Connected to database.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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76 return
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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77 except OperationalError:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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78 print("Database not ready, retrying...")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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79 time.sleep(2)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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80 raise Exception("Database connection failed after timeout.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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81
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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82 def push_gb_annotations(gb_files, sequence_column, annotation_column, db_uri, table_name, fragment_column_name, output, file_name_mapping):
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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83 """Push GenBank file content into the database if the fragment is not already present."""
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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84 db_uri = fix_db_uri(db_uri)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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85 engine = create_engine(db_uri)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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86 inserted_fragments = []
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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87
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88 try:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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89 # Parse the file_name_mapping string into a dictionary {base_file_name: fragment_name}
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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90 file_name_mapping_dict = {
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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91 os.path.basename(path): os.path.splitext(fragment_name)[0]
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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92 for mapping in file_name_mapping.split(",")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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93 for path, fragment_name in [mapping.split(":")]
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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94 }
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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95
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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96 #print("File name mapping dictionary:")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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97 #print(file_name_mapping_dict) # Debugging: Print the mapping dictionary
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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98
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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99 with engine.begin() as connection:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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100 inspector = inspect(engine)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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101 columns = [col['name'] for col in inspector.get_columns(table_name)]
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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102
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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103 if fragment_column_name not in columns:
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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104 raise ValueError(f"Fragment column '{fragment_column_name}' not found in table '{table_name}'.")
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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105
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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106 # Get existing fragments
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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107 all_rows = connection.execute(text(f"SELECT {fragment_column_name} FROM {table_name}")).fetchall()
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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108 existing_fragments = {row[0] for row in all_rows}
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109
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110 insert_rows = []
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111
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112 for gb_file in gb_files:
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113 # Extract base file name (just the file name, not the full path)
034686b5bc15 planemo upload for repository https://github.com/brsynth commit 6ae809b563b40bcdb6be2e74fe2a84ddad5484ae
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114 real_file_name = os.path.basename(gb_file)
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115
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116 print(f"Processing file: {real_file_name}") # Debugging: Log the current file
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117
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118 # Get the corresponding fragment name from the mapping
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119 fragment_name = file_name_mapping_dict.get(real_file_name)
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120
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121 if not fragment_name:
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122 raise ValueError(f"Fragment name not found for file '{real_file_name}' in file_name_mapping.")
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123
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124 # If the fragment is already in the DB, raise an error and stop the process
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125 if fragment_name in existing_fragments:
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126 raise RuntimeError(f"Fatal Error: Fragment '{fragment_name}' already exists in DB. Stopping the process.")
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127
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128 with open(gb_file, "r") as f:
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129 content = f.read()
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130
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131 origin_match = re.search(r"^ORIGIN.*$", content, flags=re.MULTILINE)
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132 if not origin_match:
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133 raise ValueError(f"ORIGIN section not found in file: {gb_file}")
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134
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135 origin_start = origin_match.start()
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136 annotation_text = content[:origin_start].strip()
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137 sequence_text = content[origin_start:].strip()
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138
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139 values = {}
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140 values[fragment_column_name] = fragment_name
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141 values[annotation_column] = annotation_text
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142 values[sequence_column] = sequence_text
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143
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144 insert_rows.append(values)
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145 inserted_fragments.append(fragment_name)
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146
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147 # Insert the rows into the database
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148 for values in insert_rows:
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149 col_names = ", ".join(values.keys())
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150 placeholders = ", ".join([f":{key}" for key in values.keys()])
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151 insert_stmt = text(f"INSERT INTO {table_name} ({col_names}) VALUES ({placeholders})")
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152
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153 #print(f"Inserting into DB: {values}") # Debugging print statement
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154 result = connection.execute(insert_stmt, values)
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155
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156 #print(f"Insert result: {result.rowcount if hasattr(result, 'rowcount') else 'N/A'}") # Debugging the row count
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157
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158 print(f"Inserted {len(insert_rows)} fragments.")
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159
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160 # Write inserted fragment names to a text file
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161 with open(output, "w") as log_file:
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162 for frag in inserted_fragments:
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163 log_file.write(f"{frag}\n")
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164 print(f"Fragment names written to '{output}'.")
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165
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166 except Exception as e:
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167 print(f"Error during GB file insertion: {e}")
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168 raise
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169
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170 def main():
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171 parser = argparse.ArgumentParser(description="Fetch annotations from PostgreSQL database and save as JSON.")
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172 parser.add_argument("--input", required=True, help="Input gb files")
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173 parser.add_argument("--sequence_column", required=True, help="DB column contains sequence for ganbank file")
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174 parser.add_argument("--annotation_column", required=True, help="DB column contains head for ganbank file")
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175 parser.add_argument("--db_uri", required=True, help="Database URI connection string")
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176 parser.add_argument("--table", required=True, help="Table name in the database")
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177 parser.add_argument("--fragment_column", required=True, help="Fragment column name in the database")
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178 parser.add_argument("--output", required=True, help="Text report")
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179 parser.add_argument("--file_name_mapping", required=True, help="real fragments names")
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180 args = parser.parse_args()
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181
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182 # Start the Docker container (if not already running)
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183 gb_file_list = [f.strip() for f in args.input.split(",") if f.strip()]
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184 db_uri = fix_db_uri(args.db_uri)
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185 db_name = extract_db_name(db_uri)
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186 start_postgres_container(db_name)
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187
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188 # Wait until the database is ready
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189 wait_for_db(db_uri)
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190
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191 # Fetch annotations from the database and save as gb
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192 push_gb_annotations(gb_file_list, args.sequence_column, args.annotation_column, db_uri, args.table, args.fragment_column, args.output, args.file_name_mapping)
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193
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194 if __name__ == "__main__":
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195 main()