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282
sim_runner.py
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282
sim_runner.py
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#!/usr/bin/env python3
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import threading
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import queue
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import itertools
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import pathlib
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import tempfile
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import sys
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import sqlite3
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import time
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import math
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import json
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import subprocess
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import tqdm
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import click
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from tabulate import tabulate
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def mesh_args(db, coil_id, mesh_type, mesh_file, outfile):
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mesh_type = {'split': '--mesh-split-out', 'normal': '--mesh-out', 'mutual': '--mesh-mutual-out'}[mesh_type]
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rows = db.execute('SELECT key, value FROM results WHERE coil_id=?', (coil_id,)).fetchall()
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args = ['python', '-m', 'twisted_coil_gen_twolayer', mesh_type, mesh_file, '--pcb']
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for k, v in rows:
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prefix, _, k = k.partition('.')
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if v != 'False' and prefix == 'gen':
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args.append('--' + k.replace('_', '-'))
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if v != 'True':
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args.append(str(v))
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args.append(outfile)
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return args
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def get_mesh_file(db, mesh_dir, run_id, coil_id, mesh_type):
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db.execute('CREATE TABLE IF NOT EXISTS meshes(coil_id INTEGER, mesh_type TEXT, error INTEGER, filename TEXT, timestamp TEXT DEFAULT current_timestamp, FOREIGN KEY (coil_id) REFERENCES coils(coil_id))')
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row = db.execute('SELECT * FROM meshes WHERE coil_id=? AND mesh_type=? ORDER BY timestamp DESC LIMIT 1', (coil_id, mesh_type)).fetchone()
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if row is not None:
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mesh_file = mesh_dir / row['filename']
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if mesh_file.is_file():
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return mesh_file
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timestamp = time.strftime('%Y-%m-%d_%H-%M-%S')
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return mesh_dir / f'mesh-{run_id}-{coil_id}-{mesh_type}-{timestamp}.msh'
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def ensure_mesh(db, mesh_dir, log_dir, run_id, coil_id, mesh_type):
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mesh_file = get_mesh_file(db, mesh_dir, run_id, coil_id, mesh_type)
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if mesh_file.is_file():
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return mesh_file
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db.execute('INSERT INTO meshes(coil_id, mesh_type, error, filename) VALUES (?, ?, 0, ?)', (coil_id, mesh_type, mesh_file.name))
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db.commit()
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mesh_file.parent.mkdir(exist_ok=True)
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with tempfile.NamedTemporaryFile(suffix='.kicad_pcb') as f:
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args = mesh_args(db, coil_id, mesh_type, mesh_file, f.name)
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tqdm.tqdm.write(' '.join(map(str, args)))
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logfile = log_dir / mesh_file.with_suffix('.log').name
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logfile.parent.mkdir(exist_ok=True)
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try:
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res = subprocess.run(args, check=True, capture_output=True, text=True)
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logfile.write_text(res.stdout + res.stderr)
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except subprocess.CalledProcessError as e:
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print('Mesh generation failed with exit code {e.returncode}', file=sys.stderr)
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logfile.write_text(e.stdout + e.stderr)
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print(e.stdout + e.stderr)
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raise
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return mesh_file
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@click.group()
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@click.option('-d', '--database', default='coil_parameters.sqlite3')
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@click.pass_context
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def cli(ctx, database):
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ctx.ensure_object(dict)
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def connect():
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db = sqlite3.connect(database)
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db.row_factory = sqlite3.Row
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return db
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ctx.obj['db_connect'] = connect
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@cli.command()
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@click.pass_context
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def list_runs(ctx):
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for row in ctx.obj['db_connect']().execute('SELECT * FROM runs ORDER BY timestamp').fetchall():
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print(row['run_id'], row['timestamp'], row['version'])
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@cli.command()
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@click.pass_context
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def list_runs(ctx):
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for row in ctx.obj['db_connect']().execute('SELECT * FROM runs ORDER BY timestamp').fetchall():
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print(row['run_id'], row['timestamp'], row['version'])
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@cli.command()
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@click.option('-r', '--run-id')
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@click.option('-m', '--mesh-dir', default='meshes')
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@click.pass_context
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def list_coils(ctx, run_id, mesh_dir):
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db = ctx.obj['db_connect']()
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if run_id is None:
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run_id, = db.execute('SELECT run_id FROM runs ORDER BY timestamp DESC LIMIT 1').fetchone()
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timestamp, = db.execute('SELECT timestamp FROM runs WHERE run_id=?', (run_id,)).fetchone()
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mesh_dir = pathlib.Path(mesh_dir)
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print(f'Listing meshes for run {run_id} at {timestamp}')
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print()
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keys = {'gen.turns': 'N',
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'gen.twists': 'T',
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'gen.single_layer': '1L',
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'gen.inner_diameter': 'ID[mm]',
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'gen.outer_diameter': 'OD[mm]',
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'calculated_fill_factor': 'Fill factor',
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'calculated_approximate_inductance': 'L [µH]',
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'calculated_trace_length': 'track len [mm]',
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'calculated_approximate_resistance': 'R [mΩ]'}
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out = []
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for row in db.execute('SELECT *, MAX(meshes.timestamp) FROM coils LEFT JOIN meshes ON coils.coil_id=meshes.coil_id WHERE run_id=? GROUP BY coils.coil_id, mesh_type ORDER BY meshes.timestamp', (run_id,)).fetchall():
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if row['timestamp']:
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if row['error']:
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state = 'ERROR'
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elif not (mesh_dir / row['filename']).is_file():
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state = 'NOT FOUND'
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else:
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state = 'SUCCESS'
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else:
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state = 'NOT RUN'
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params = dict(db.execute('SELECT key, value FROM results WHERE coil_id=?', (row['coil_id'],)).fetchall())
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if 'calculated_approximate_inductance' in params:
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params['calculated_approximate_inductance'] = f'{float(params["calculated_approximate_inductance"])*1e6:.02f}'
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if 'calculated_trace_length' in params:
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params['calculated_trace_length'] = f'{float(params["calculated_trace_length"])*1e3:.03f}'
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if 'calculated_approximate_resistance' in params:
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params['calculated_approximate_resistance'] = f'{float(params["calculated_approximate_resistance"])*1e3:.03f}'
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if 'calculated_fill_factor' in params:
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params['calculated_fill_factor'] = f'{float(params["calculated_fill_factor"]):.03f}'
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out.append([row['coil_id'], row['mesh_type'], state, row['timestamp']] + [params.get(key, '-') for key in keys])
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print(tabulate(out, headers=['coil', 'mesh', 'state', 'time'] + list(keys.values()), disable_numparse=True, stralign='right'))
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@cli.command()
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@click.argument('coil_id', type=int)
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@click.argument('mesh_type', type=click.Choice(['normal', 'split', 'mutual']))
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@click.option('--mesh-file', default='/tmp/test.msh')
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@click.option('--pcb-file', default='/tmp/test.kicad_pcb')
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@click.pass_context
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def cmdline(ctx, coil_id, mesh_type, mesh_file, pcb_file):
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print(' '.join(mesh_args(ctx.obj['db_connect'](), coil_id, mesh_type, mesh_file, pcb_file)))
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@cli.group()
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@click.option('-r', '--run-id')
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@click.option('-l', '--log-dir', default='logs')
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@click.option('-m', '--mesh-dir', default='meshes')
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@click.pass_context
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def run(ctx, run_id, log_dir, mesh_dir):
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if run_id is None:
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run_id, = ctx.obj['db_connect']().execute('SELECT run_id FROM runs ORDER BY timestamp DESC LIMIT 1').fetchone()
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ctx.obj['run_id'] = run_id
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ctx.obj['log_dir'] = pathlib.Path(log_dir)
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ctx.obj['mesh_dir'] = pathlib.Path(mesh_dir)
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@run.command()
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@click.option('-j', '--num-jobs', type=int, default=1, help='Number of jobs to run in parallel')
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@click.pass_context
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def generate_meshes(ctx, num_jobs):
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db = ctx.obj['db_connect']()
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rows = [row['coil_id'] for row in db.execute('SELECT coil_id FROM coils WHERE run_id=?', (ctx.obj['run_id'],)).fetchall()]
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mesh_types = ['split', 'normal', 'mutual']
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params = list(itertools.product(rows, mesh_types))
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all_files = {get_mesh_file(db, ctx.obj['mesh_dir'], ctx.obj['run_id'], coil_id, mesh_type): (coil_id, mesh_type) for coil_id, mesh_type in params}
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todo = [(coil_id, mesh_type) for f, (coil_id, mesh_type) in all_files.items() if not f.is_file()]
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q = queue.Queue()
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for elem in todo:
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q.put(elem)
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tq = tqdm.tqdm(total=len(todo))
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def queue_worker():
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try:
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while True:
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coil_id, mesh_type = q.get_nowait()
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try:
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ensure_mesh(ctx.obj['db_connect'](), ctx.obj['mesh_dir'], ctx.obj['log_dir'], ctx.obj['run_id'], coil_id, mesh_type)
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except subprocess.CalledProcessError:
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tqdm.tqdm.write(f'Error generating {mesh_type} mesh for {coil_id=}')
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tq.update(1)
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q.task_done()
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except queue.Empty:
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pass
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tqdm.tqdm.write(f'Found {len(params)-len(todo)} meshes out of a total of {len(params)}.')
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tqdm.tqdm.write(f'Processing the remaining {len(todo)} meshes on {num_jobs} workers in parallel.')
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threads = []
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for i in range(num_jobs):
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t = threading.Thread(target=queue_worker, daemon=True)
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t.start()
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threads.append(t)
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q.join()
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@run.command()
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@click.option('-j', '--num-jobs', type=int, default=1, help='Number of jobs to run in parallel')
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@click.pass_context
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def self_inductance(ctx, num_jobs):
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db = ctx.obj['db_connect']()
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q = queue.Queue()
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def queue_worker():
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try:
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while True:
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mesh_file, logfile = q.get_nowait()
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with tempfile.TemporaryDirectory() as tmpdir:
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try:
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tqdm.tqdm.write(f'Processing {mesh_file}')
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res = subprocess.run(['python', '-m', 'coil_parasitics', 'inductance', '--sim-dir', tmpdir, mesh_file], check=True, capture_output=True)
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logfile.write_text(res.stdout+res.stderr)
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except subprocess.CalledProcessError as e:
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print(f'Error running simulation, rc={e.returncode}')
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logfile.write_text(e.stdout+e.stderr)
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tq.update(1)
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q.task_done()
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except queue.Empty:
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pass
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num_meshes, num_params, num_completed = 0, 0, 0
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for coil_id, in db.execute('SELECT coil_id FROM coils WHERE run_id=?', (ctx.obj['run_id'],)).fetchall():
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num_params += 1
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mesh_file = get_mesh_file(ctx.obj['db_connect'](), ctx.obj['mesh_dir'], ctx.obj['run_id'], coil_id, 'normal')
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if mesh_file.is_file():
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num_meshes += 1
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logfile = ctx.obj['log_dir'] / (mesh_file.stem + '_elmer_self_inductance.log')
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if logfile.is_file():
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num_completed += 1
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else:
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q.put((mesh_file, logfile))
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tqdm.tqdm.write(f'Found {num_meshes} meshes out of a total of {num_params} with {num_completed} completed simulations.')
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tqdm.tqdm.write(f'Processing the remaining {num_meshes-num_completed} simulations on {num_jobs} workers in parallel.')
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tq = tqdm.tqdm(total=num_meshes-num_completed)
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threads = []
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for i in range(num_jobs):
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t = threading.Thread(target=queue_worker, daemon=True)
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t.start()
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threads.append(t)
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q.join()
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@run.command()
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@click.pass_context
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def self_capacitance(ctx):
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db = ctx.obj['db_connect']()
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for coil_id, in tqdm.tqdm(db.execute('SELECT coil_id FROM coils WHERE run_id=?', (ctx.obj['run_id'],)).fetchall()):
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mesh_file = get_mesh_file(ctx.obj['db_connect'](), ctx.obj['mesh_dir'], ctx.obj['run_id'], coil_id, 'normal')
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if mesh_file.is_file():
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logfile = ctx.obj['log_dir'] / (mesh_file.stem + '_elmer_self_capacitance.log')
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with tempfile.TemporaryDirectory() as tmpdir:
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try:
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res = subprocess.run(['python', '-m', 'coil_parasitics', 'self-capacitance', '--sim-dir', tmpdir, mesh_file], check=True, capture_output=True)
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logfile.write_text(res.stdout+res.stderr)
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except subprocess.CalledProcessError as e:
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print(f'Error running simulation, rc={e.returncode}')
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logfile.write_text(e.stdout+e.stderr)
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if __name__ == '__main__':
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cli()
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