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Update app.py
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app.py
CHANGED
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@@ -1,3 +1,4 @@
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import os
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import tempfile
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import numpy as np
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@@ -5,17 +6,26 @@ import gradio as gr
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from ase.io import read
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from ase.io.trajectory import Trajectory
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#
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try:
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from gradio_molecule3d import Molecule3D
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HAVE_MOL3D = True
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except Exception:
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HAVE_MOL3D = False
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-
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# ==== Fallback HTML con 3Dmol.js ====
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def traj_to_html(traj_path, width=520, height=520, interval_ms=200):
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xyz_frames = []
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for atoms in traj:
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symbols = atoms.get_chemical_symbols()
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@@ -25,32 +35,48 @@ def traj_to_html(traj_path, width=520, height=520, interval_ms=200):
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parts.append(f"{s} {x:.6f} {y:.6f} {z:.6f}")
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xyz_frames.append("\n".join(parts))
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html = f"""
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<div id="viewer_md" style="width:{width}px; height:{height}px;"></div>
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<script src="https://3dmol.org/build/3Dmol-min.js"></script>
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<script>
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(function() {{
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function show(i) {{
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viewer.clear();
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viewer.addModel(frames[i], "xyz");
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viewer.setStyle({{}}, {{stick: {{}}}});
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viewer.zoomTo();
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viewer.render();
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}}
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}})();
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</script>
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"""
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return html
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-
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-
# ==== OrbMol SPE directo ====
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from orb_models.forcefield import pretrained
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from orb_models.forcefield.calculator import ORBCalculator
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@@ -64,8 +90,10 @@ def _load_orbmol_calc():
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_MODEL_CALC = ORBCalculator(orbff, device="cpu")
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return _MODEL_CALC
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-
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def predict_molecule(xyz_content, charge=0, spin_multiplicity=1):
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try:
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calc = _load_orbmol_calc()
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if not xyz_content or not xyz_content.strip():
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@@ -79,30 +107,31 @@ def predict_molecule(xyz_content, charge=0, spin_multiplicity=1):
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atoms.info = {"charge": int(charge), "spin": int(spin_multiplicity)}
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atoms.calc = calc
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energy = atoms.get_potential_energy()
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forces = atoms.get_forces()
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lines = [f"Total Energy: {energy:.6f} eV", "", "Atomic Forces:"]
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for i,
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lines.append(f"Atom {i+1}: [{
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max_force = float(np.max(np.linalg.norm(forces, axis=1)))
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lines += ["", f"Max Force: {max_force:.4f} eV/Å"]
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try:
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return "\n".join(lines), "Calculation completed with OrbMol"
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except Exception as e:
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return f"Error during calculation: {e}", "Error"
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-
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# ==== Simulaciones (helpers locales) ====
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from simulation_scripts_orbmol import (
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run_md_simulation,
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run_relaxation_simulation,
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)
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#
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def _string_looks_like_xyz(text: str) -> bool:
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try:
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first = (text or "").strip().splitlines()[0]
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@@ -119,7 +148,6 @@ def _to_file_if_xyz(input_or_path: str):
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return tf.name, True
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return input_or_path, False
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-
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# Wrappers: devuelven SIEMPRE (status, traj_path, log, script, explain, html_fallback)
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def md_wrapper(xyz_content, charge, spin, steps, tempK, timestep_fs, ensemble):
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tmp_created = False
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@@ -130,7 +158,7 @@ def md_wrapper(xyz_content, charge, spin, steps, tempK, timestep_fs, ensemble):
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traj_path, log_text, script_text, explanation = run_md_simulation(
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path_or_str,
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int(steps),
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20, # pre-relax
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float(timestep_fs),
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float(tempK),
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"NVT" if ensemble == "NVT" else "NVE",
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)
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status = f"MD completed: {int(steps)} steps at {int(tempK)} K ({ensemble})"
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html_value = "" if HAVE_MOL3D else traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, html_value)
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except Exception as e:
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try: os.remove(path_or_str)
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except Exception: pass
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-
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def relax_wrapper(xyz_content, steps, fmax, charge, spin, relax_cell):
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tmp_created = False
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path_or_str = xyz_content
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)
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status = f"Relaxation finished (≤ {int(steps)} steps, fmax={float(fmax)} eV/Å)"
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html_value = "" if HAVE_MOL3D else traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, html_value)
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except Exception as e:
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try: os.remove(path_or_str)
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except Exception: pass
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-
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# ==== Ejemplos ====
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examples = [
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["""2
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H -0.3630 -0.5133 -0.8887""", 0, 1],
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]
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-
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# ==== UI ====
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with gr.Blocks(theme=gr.themes.Ocean(), title="OrbMol Demo") as demo:
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with gr.Tabs():
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gr.Markdown("Energías y fuerzas con **charge** y **spin multiplicity**.")
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xyz_input = gr.Textbox(label="XYZ Coordinates", lines=12, placeholder="Paste XYZ here…")
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with gr.Row():
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charge_input = gr.Slider(
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spin_input = gr.Slider(1,
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run_spe = gr.Button("Run OrbMol Prediction", variant="primary")
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with gr.Column(variant="panel", min_width=500):
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spe_out = gr.Textbox(label="Energy & Forces", lines=15, interactive=False)
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with gr.Tab("Molecular Dynamics"):
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with gr.Row():
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with gr.Column(scale=2):
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xyz_md = gr.Textbox(label="XYZ Coordinates", lines=12, placeholder="Paste XYZ here…")
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with gr.Row():
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charge_md = gr.Slider(
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spin_md = gr.Slider(1,
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with gr.Row():
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steps_md = gr.Slider(
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temp_md = gr.Slider(
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with gr.Row():
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timestep_md = gr.Slider(
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ensemble_md = gr.Radio(["NVE", "NVT"], value="NVE", label="Ensemble")
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run_md_btn = gr.Button("Run MD Simulation", variant="primary")
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md_script = gr.Code(label="Reproduction Script", language="python", interactive=False, lines=20, max_lines=30)
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md_explain = gr.Markdown()
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# NOTA:
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run_md_btn.click(
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md_wrapper,
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inputs=[xyz_md, charge_md, spin_md, steps_md, temp_md, timestep_md, ensemble_md],
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with gr.Tab("Relaxation / Optimization"):
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with gr.Row():
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with gr.Column(scale=2):
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xyz_rlx = gr.Textbox(label="XYZ Coordinates", lines=12, placeholder="Paste XYZ here…")
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steps_rlx = gr.Slider(
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fmax_rlx = gr.Slider(0.
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with gr.Row():
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charge_rlx = gr.Slider(
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spin_rlx = gr.Slider(1,
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relax_cell = gr.Checkbox(False, label="Relax Unit Cell")
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run_rlx_btn = gr.Button("Run Optimization", variant="primary")
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# app.py
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import os
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import tempfile
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import numpy as np
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from ase.io import read
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from ase.io.trajectory import Trajectory
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# ----- Kill-switch para desactivar el visor si molesta (export VIS_DISABLED=1) -----
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VIS_DISABLED = os.environ.get("VIS_DISABLED", "0") == "1"
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# ==== Intentar visor nativo como en UMA (opcional) ====
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try:
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from gradio_molecule3d import Molecule3D
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HAVE_MOL3D = True and not VIS_DISABLED
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except Exception:
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HAVE_MOL3D = False
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# ==== Fallback HTML con 3Dmol.js ====
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def traj_to_html(traj_path, width=520, height=520, interval_ms=200):
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"""
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Render de una trayectoria ASE (.traj) con 3Dmol.js (sin depender de Jupyter).
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"""
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try:
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traj = Trajectory(traj_path)
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except Exception as e:
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return f"<div style='color:#b00'>Error leyendo trayectoria: {e}</div>"
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xyz_frames = []
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for atoms in traj:
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symbols = atoms.get_chemical_symbols()
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parts.append(f"{s} {x:.6f} {y:.6f} {z:.6f}")
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xyz_frames.append("\n".join(parts))
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if not xyz_frames:
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return "<div style='color:#555'>Empty trajectory</div>"
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html = f"""
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<div id="viewer_md" style="width:{width}px; height:{height}px; position:relative;"></div>
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<script src="https://3dmol.org/build/3Dmol-min.js"></script>
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<script>
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(function() {{
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function ready(fn) {{
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if (document.readyState !== 'loading') fn();
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else document.addEventListener('DOMContentLoaded', fn);
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}}
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ready(function() {{
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var el = document.getElementById("viewer_md");
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if (!el || typeof $3Dmol === "undefined") {{
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el.innerHTML = '<div style="padding:8px;color:#b00">3Dmol.js no cargó. Reintenta o habilita CORS.</div>';
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return;
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}}
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var viewer = $3Dmol.createViewer(el, {{backgroundColor: 'white'}});
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var frames = {xyz_frames!r};
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var i = 0;
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function show(k) {{
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viewer.clear();
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viewer.addModel(frames[k], "xyz");
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viewer.setStyle({{}}, {{stick: {{}}}});
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viewer.zoomTo();
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viewer.render();
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}}
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show(0);
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if (frames.length > 1) {{
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setInterval(function() {{
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i = (i + 1) % frames.length;
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show(i);
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}}, {int(interval_ms)});
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}}
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}});
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}})();
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</script>
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"""
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return html
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# ==== OrbMol SPE directo (tu calculadora NO se toca) ====
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from orb_models.forcefield import pretrained
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from orb_models.forcefield.calculator import ORBCalculator
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_MODEL_CALC = ORBCalculator(orbff, device="cpu")
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return _MODEL_CALC
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def predict_molecule(xyz_content, charge=0, spin_multiplicity=1):
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"""
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Single Point Energy + fuerzas. No escribe nada salvo un .xyz temporal.
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"""
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try:
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calc = _load_orbmol_calc()
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if not xyz_content or not xyz_content.strip():
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atoms.info = {"charge": int(charge), "spin": int(spin_multiplicity)}
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atoms.calc = calc
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energy = atoms.get_potential_energy() # eV
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forces = atoms.get_forces() # eV/Å
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lines = [f"Total Energy: {energy:.6f} eV", "", "Atomic Forces:"]
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for i, fc in enumerate(forces):
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lines.append(f"Atom {i+1}: [{fc[0]:.4f}, {fc[1]:.4f}, {fc[2]:.4f}] eV/Å")
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max_force = float(np.max(np.linalg.norm(forces, axis=1)))
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lines += ["", f"Max Force: {max_force:.4f} eV/Å"]
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try:
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os.unlink(xyz_file)
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except Exception:
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pass
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return "\n".join(lines), "Calculation completed with OrbMol"
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except Exception as e:
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return f"Error during calculation: {e}", "Error"
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# ==== Simulaciones (helpers locales, ya los tienes en simulation_scripts_orbmol.py) ====
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from simulation_scripts_orbmol import (
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run_md_simulation,
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run_relaxation_simulation,
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)
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# --- Utilidad: si el usuario pega XYZ en el textbox, guardamos a .xyz temporal ---
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def _string_looks_like_xyz(text: str) -> bool:
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try:
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first = (text or "").strip().splitlines()[0]
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return tf.name, True
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return input_or_path, False
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# Wrappers: devuelven SIEMPRE (status, traj_path, log, script, explain, html_fallback)
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def md_wrapper(xyz_content, charge, spin, steps, tempK, timestep_fs, ensemble):
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tmp_created = False
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traj_path, log_text, script_text, explanation = run_md_simulation(
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path_or_str,
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int(steps),
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20, # pre-relax fija
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float(timestep_fs),
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float(tempK),
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"NVT" if ensemble == "NVT" else "NVE",
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)
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status = f"MD completed: {int(steps)} steps at {int(tempK)} K ({ensemble})"
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html_value = "" if (VIS_DISABLED or HAVE_MOL3D) else traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, html_value)
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except Exception as e:
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try: os.remove(path_or_str)
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except Exception: pass
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def relax_wrapper(xyz_content, steps, fmax, charge, spin, relax_cell):
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tmp_created = False
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path_or_str = xyz_content
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)
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status = f"Relaxation finished (≤ {int(steps)} steps, fmax={float(fmax)} eV/Å)"
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html_value = "" if (VIS_DISABLED or HAVE_MOL3D) else traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, html_value)
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except Exception as e:
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try: os.remove(path_or_str)
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except Exception: pass
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# ==== Ejemplos ====
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examples = [
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["""2
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H -0.3630 -0.5133 -0.8887""", 0, 1],
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]
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# ==== UI ====
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with gr.Blocks(theme=gr.themes.Ocean(), title="OrbMol Demo") as demo:
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with gr.Tabs():
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| 234 |
gr.Markdown("Energías y fuerzas con **charge** y **spin multiplicity**.")
|
| 235 |
xyz_input = gr.Textbox(label="XYZ Coordinates", lines=12, placeholder="Paste XYZ here…")
|
| 236 |
with gr.Row():
|
| 237 |
+
charge_input = gr.Slider(minimum=-10, maximum=10, value=0, step=1, label="Charge")
|
| 238 |
+
spin_input = gr.Slider(minimum=1, maximum=11, value=1, step=1, label="Spin Multiplicity")
|
| 239 |
run_spe = gr.Button("Run OrbMol Prediction", variant="primary")
|
| 240 |
with gr.Column(variant="panel", min_width=500):
|
| 241 |
spe_out = gr.Textbox(label="Energy & Forces", lines=15, interactive=False)
|
|
|
|
| 248 |
with gr.Tab("Molecular Dynamics"):
|
| 249 |
with gr.Row():
|
| 250 |
with gr.Column(scale=2):
|
| 251 |
+
xyz_md = gr.Textbox(label="XYZ Coordinates or path (.xyz/.traj/.pdb/.cif)", lines=12, placeholder="Paste XYZ or path here…")
|
| 252 |
with gr.Row():
|
| 253 |
+
charge_md = gr.Slider(minimum=-10, maximum=10, value=0, step=1, label="Charge")
|
| 254 |
+
spin_md = gr.Slider(minimum=1, maximum=11, value=1, step=1, label="Spin Multiplicity")
|
| 255 |
with gr.Row():
|
| 256 |
+
steps_md = gr.Slider(minimum=10, maximum=2000, value=100, step=10, label="Steps")
|
| 257 |
+
temp_md = gr.Slider(minimum=10, maximum=1500, value=300, step=10, label="Temperature (K)")
|
| 258 |
with gr.Row():
|
| 259 |
+
timestep_md = gr.Slider(minimum=0.1, maximum=5.0, value=1.0, step=0.1, label="Timestep (fs)")
|
| 260 |
ensemble_md = gr.Radio(["NVE", "NVT"], value="NVE", label="Ensemble")
|
| 261 |
run_md_btn = gr.Button("Run MD Simulation", variant="primary")
|
| 262 |
|
|
|
|
| 283 |
md_script = gr.Code(label="Reproduction Script", language="python", interactive=False, lines=20, max_lines=30)
|
| 284 |
md_explain = gr.Markdown()
|
| 285 |
|
| 286 |
+
# NOTA: el visor Molecule3D se refresca cuando cambia md_traj (no hay que conectarlo)
|
| 287 |
run_md_btn.click(
|
| 288 |
md_wrapper,
|
| 289 |
inputs=[xyz_md, charge_md, spin_md, steps_md, temp_md, timestep_md, ensemble_md],
|
|
|
|
| 294 |
with gr.Tab("Relaxation / Optimization"):
|
| 295 |
with gr.Row():
|
| 296 |
with gr.Column(scale=2):
|
| 297 |
+
xyz_rlx = gr.Textbox(label="XYZ Coordinates or path (.xyz/.traj/.pdb/.cif)", lines=12, placeholder="Paste XYZ or path here…")
|
| 298 |
+
steps_rlx = gr.Slider(minimum=1, maximum=2000, value=300, step=1, label="Max Steps")
|
| 299 |
+
fmax_rlx = gr.Slider(minimum=0.001, maximum=0.5, value=0.05, step=0.001, label="Fmax (eV/Å)")
|
| 300 |
with gr.Row():
|
| 301 |
+
charge_rlx = gr.Slider(minimum=-10, maximum=10, value=0, step=1, label="Charge")
|
| 302 |
+
spin_rlx = gr.Slider(minimum=1, maximum=11, value=1, step=1, label="Spin")
|
| 303 |
relax_cell = gr.Checkbox(False, label="Relax Unit Cell")
|
| 304 |
run_rlx_btn = gr.Button("Run Optimization", variant="primary")
|
| 305 |
|