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Update app.py
Browse files
app.py
CHANGED
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@@ -6,58 +6,19 @@ from ase.io import read, write
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from ase.io.trajectory import Trajectory
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import hashlib
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# ====
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HAVE_MOL3D = True
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print("✅ gradio_molecule3d loaded successfully")
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except Exception as e:
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HAVE_MOL3D = False
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print(f"❌ gradio_molecule3d not available: {e}")
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# ==== Convierte .traj -> contenido PDB (string) para Molecule3D ====
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def traj_to_molecule3d_file(traj_path):
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"""
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Lee el último frame de una .traj y devuelve el CONTENIDO PDB (string)
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para pasarlo directamente a Molecule3D. No devuelve una ruta.
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"""
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if not traj_path or not os.path.exists(traj_path):
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return None
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try:
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traj = Trajectory(traj_path)
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if len(traj) == 0:
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return None
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atoms = traj[-1]
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with tempfile.NamedTemporaryFile(suffix=".pdb", delete=False) as f:
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pdb_path = f.name
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write(pdb_path, atoms)
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try:
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with open(pdb_path, "r", encoding="utf-8", errors="ignore") as fh:
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pdb_text = fh.read()
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finally:
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try:
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os.remove(pdb_path)
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except Exception:
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pass
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return pdb_text
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except Exception as e:
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print(f"Error converting trajectory: {e}")
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return None
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# ==== Fallback HTML con 3Dmol.js (por si acaso) ====
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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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"""
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if not traj_path or not os.path.exists(traj_path):
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return "<div style='color:#b00; padding:20px;'>No trajectory file found</div>"
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viewer_id = f"viewer_{abs(hash(traj_path)) %
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try:
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traj = Trajectory(traj_path)
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@@ -79,50 +40,47 @@ def traj_to_html(traj_path, width=520, height=520, interval_ms=200):
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html = f"""
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<div style="margin-bottom:10px; padding:10px; background:#f5f5f5; border-radius:5px;">
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</div>
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<div id="{viewer_id}" style="width:{width}px; height:{height}px; position:relative; border:2px solid #ddd; border-radius:8px; background:#fafafa;"></div>
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<script>
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if (typeof window.$3Dmol === 'undefined') {{
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}};
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document.head.appendChild(script);
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}} else {{
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}}
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function initViewer_{viewer_id}() {{
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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
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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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@@ -138,7 +96,7 @@ def _load_orbmol_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.
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"""
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try:
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calc = _load_orbmol_calc()
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@@ -171,7 +129,7 @@ def predict_molecule(xyz_content, charge=0, spin_multiplicity=1):
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except Exception as e:
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return f"Error during calculation: {e}", "Error"
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# ==== Simulaciones (
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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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@@ -193,7 +151,7 @@ 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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# Wrappers
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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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path_or_str = xyz_content
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@@ -203,7 +161,7 @@ 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,
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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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@@ -212,13 +170,8 @@ def md_wrapper(xyz_content, charge, spin, steps, tempK, timestep_fs, ensemble):
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)
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status = f"MD completed: {int(steps)} steps at {int(tempK)} K ({ensemble})"
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pdb_text = traj_to_molecule3d_file(traj_path)
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return (status, traj_path, log_text, script_text, explanation, pdb_text, "")
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else:
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html_value = traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, None, html_value)
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except Exception as e:
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return (f"Error: {e}", None, "", "", "", None, "")
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@@ -243,24 +196,17 @@ def relax_wrapper(xyz_content, steps, fmax, charge, spin, relax_cell):
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)
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status = f"Relaxation finished (≤ {int(steps)} steps, fmax={float(fmax)} eV/Å)"
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pdb_text = traj_to_molecule3d_file(traj_path)
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return (status, traj_path, log_text, script_text, explanation, pdb_text, "")
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else:
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html_value = traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, None, html_value)
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except Exception as e:
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return (f"Error: {e}", None, "", "", "", None, "")
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finally:
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if tmp_created and isinstance(path_or_str, str) and os.path.exists(path_or_str):
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try:
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except Exception:
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pass
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# ==== Ejemplos
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examples = [
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["""2
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Hydrogen molecule
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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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# -------- SPE
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with gr.Tab("Single Point Energy"):
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with gr.Row():
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with gr.Column(scale=2):
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gr.Examples(examples=examples, inputs=[xyz_input, charge_input, spin_input])
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run_spe.click(predict_molecule, [xyz_input, charge_input, spin_input], [spe_out, spe_status])
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# -------- MD
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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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with gr.Column(variant="panel", min_width=520):
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md_status = gr.Textbox(label="MD Status", interactive=False)
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md_traj = gr.File(label="Trajectory (.traj)", interactive=False)
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if HAVE_MOL3D:
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md_viewer = Molecule3D(label="3D Molecular Viewer")
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md_html = gr.HTML(visible=False) # Oculto cuando usamos Molecule3D
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else:
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md_viewer = gr.HTML(visible=False) # Placeholder
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md_html = gr.HTML(label="Trajectory Viewer")
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md_log = gr.Textbox(label="Log", interactive=False, lines=15, max_lines=25)
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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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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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outputs=[md_status, md_traj, md_log, md_script, md_explain,
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)
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# -------- Relax
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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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with gr.Column(variant="panel", min_width=520):
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rlx_status = gr.Textbox(label="Status", interactive=False)
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rlx_traj = gr.File(label="Trajectory (.traj)", interactive=False)
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if HAVE_MOL3D:
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rlx_viewer = Molecule3D(label="Final Structure")
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rlx_html = gr.HTML(visible=False) # Oculto cuando usamos Molecule3D
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else:
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rlx_viewer = gr.HTML(visible=False) # Placeholder
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rlx_html = gr.HTML(label="Final Structure")
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rlx_log = gr.Textbox(label="Log", interactive=False, lines=15, max_lines=25)
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rlx_script = gr.Code(label="Reproduction Script", language="python", interactive=False, lines=20, max_lines=30)
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rlx_explain = gr.Markdown()
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run_rlx_btn.click(
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relax_wrapper,
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inputs=[xyz_rlx, steps_rlx, fmax_rlx, charge_rlx, spin_rlx, relax_cell],
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outputs=[rlx_status, rlx_traj, rlx_log, rlx_script, rlx_explain,
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)
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print("Starting OrbMol model loading…")
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from ase.io.trajectory import Trajectory
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import hashlib
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# ==== Forzar visor HTML con 3Dmol.js ====
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# (desactiva Molecule3D porque requiere formatos con conectividad)
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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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Lee una .traj de ASE y genera un visor HTML (3Dmol.js) con animación.
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"""
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if not traj_path or not os.path.exists(traj_path):
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return "<div style='color:#b00; padding:20px;'>No trajectory file found</div>"
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viewer_id = f"viewer_{abs(hash(traj_path)) % 100000}"
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try:
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traj = Trajectory(traj_path)
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html = f"""
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<div style="margin-bottom:10px; padding:10px; background:#f5f5f5; border-radius:5px;">
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<strong>🧬 3D Molecular Viewer</strong> — {len(xyz_frames)} frames
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</div>
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<div id="{viewer_id}" style="width:{width}px; height:{height}px; position:relative; border:2px solid #ddd; border-radius:8px; background:#fafafa;"></div>
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<script>
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if (typeof window.$3Dmol === 'undefined') {{
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var script = document.createElement('script');
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script.src = 'https://3dmol.org/build/3Dmol-min.js';
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script.onload = function() {{ setTimeout(function() {{ initViewer_{viewer_id}(); }}, 100); }};
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document.head.appendChild(script);
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}} else {{
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initViewer_{viewer_id}();
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}}
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function initViewer_{viewer_id}() {{
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var el = document.getElementById("{viewer_id}");
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if (!el || typeof $3Dmol === "undefined") return;
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var viewer = $3Dmol.createViewer(el, {{backgroundColor: 'white'}});
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var frames = {frames_json};
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var currentFrame = 0;
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function showFrame(i) {{
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viewer.clear();
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viewer.addModel(frames[i], "xyz");
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viewer.setStyle({{}}, {{stick: {{}}, sphere: {{}}}});
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viewer.zoomTo();
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viewer.render();
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}}
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showFrame(0);
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if (frames.length > 1) {{
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setInterval(function() {{
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currentFrame = (currentFrame + 1) % frames.length;
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showFrame(currentFrame);
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}}, {interval_ms});
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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 ====
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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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def predict_molecule(xyz_content, charge=0, spin_multiplicity=1):
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"""
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Single Point Energy + fuerzas (OrbMol). Toma XYZ en texto.
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"""
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try:
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calc = _load_orbmol_calc()
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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) ====
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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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return tf.name, True
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return input_or_path, False
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# ==== Wrappers: devuelven HTML (3Dmol.js) ====
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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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path_or_str = xyz_content
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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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float(timestep_fs),
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float(tempK),
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"NVT" if ensemble == "NVT" else "NVE",
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status = f"MD completed: {int(steps)} steps at {int(tempK)} K ({ensemble})"
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html_value = traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, None, html_value)
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except Exception as e:
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return (f"Error: {e}", None, "", "", "", None, "")
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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 = traj_to_html(traj_path)
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return (status, traj_path, log_text, script_text, explanation, None, html_value)
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except Exception as e:
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return (f"Error: {e}", None, "", "", "", None, "")
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finally:
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if tmp_created and isinstance(path_or_str, str) and os.path.exists(path_or_str):
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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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Hydrogen molecule
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|
| 226 |
H -0.3630 -0.5133 -0.8887""", 0, 1],
|
| 227 |
]
|
| 228 |
|
| 229 |
+
# ==== UI ====
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| 230 |
with gr.Blocks(theme=gr.themes.Ocean(), title="OrbMol Demo") as demo:
|
| 231 |
with gr.Tabs():
|
| 232 |
+
# -------- SPE --------
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| 233 |
with gr.Tab("Single Point Energy"):
|
| 234 |
with gr.Row():
|
| 235 |
with gr.Column(scale=2):
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| 247 |
gr.Examples(examples=examples, inputs=[xyz_input, charge_input, spin_input])
|
| 248 |
run_spe.click(predict_molecule, [xyz_input, charge_input, spin_input], [spe_out, spe_status])
|
| 249 |
|
| 250 |
+
# -------- MD --------
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| 251 |
with gr.Tab("Molecular Dynamics"):
|
| 252 |
with gr.Row():
|
| 253 |
with gr.Column(scale=2):
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|
|
|
| 266 |
with gr.Column(variant="panel", min_width=520):
|
| 267 |
md_status = gr.Textbox(label="MD Status", interactive=False)
|
| 268 |
md_traj = gr.File(label="Trajectory (.traj)", interactive=False)
|
| 269 |
+
md_viewer_placeholder = gr.HTML(visible=False) # no usamos Molecule3D
|
| 270 |
+
md_html = gr.HTML(label="Trajectory Viewer")
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|
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|
| 271 |
md_log = gr.Textbox(label="Log", interactive=False, lines=15, max_lines=25)
|
| 272 |
md_script = gr.Code(label="Reproduction Script", language="python", interactive=False, lines=20, max_lines=30)
|
| 273 |
md_explain = gr.Markdown()
|
|
|
|
| 275 |
run_md_btn.click(
|
| 276 |
md_wrapper,
|
| 277 |
inputs=[xyz_md, charge_md, spin_md, steps_md, temp_md, timestep_md, ensemble_md],
|
| 278 |
+
outputs=[md_status, md_traj, md_log, md_script, md_explain, md_viewer_placeholder, md_html],
|
| 279 |
)
|
| 280 |
|
| 281 |
+
# -------- Relax --------
|
| 282 |
with gr.Tab("Relaxation / Optimization"):
|
| 283 |
with gr.Row():
|
| 284 |
with gr.Column(scale=2):
|
|
|
|
| 294 |
with gr.Column(variant="panel", min_width=520):
|
| 295 |
rlx_status = gr.Textbox(label="Status", interactive=False)
|
| 296 |
rlx_traj = gr.File(label="Trajectory (.traj)", interactive=False)
|
| 297 |
+
rlx_viewer_placeholder = gr.HTML(visible=False)
|
| 298 |
+
rlx_html = gr.HTML(label="Final Structure")
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
| 299 |
rlx_log = gr.Textbox(label="Log", interactive=False, lines=15, max_lines=25)
|
| 300 |
rlx_script = gr.Code(label="Reproduction Script", language="python", interactive=False, lines=20, max_lines=30)
|
| 301 |
rlx_explain = gr.Markdown()
|
|
|
|
| 303 |
run_rlx_btn.click(
|
| 304 |
relax_wrapper,
|
| 305 |
inputs=[xyz_rlx, steps_rlx, fmax_rlx, charge_rlx, spin_rlx, relax_cell],
|
| 306 |
+
outputs=[rlx_status, rlx_traj, rlx_log, rlx_script, rlx_explain, rlx_viewer_placeholder, rlx_html],
|
| 307 |
)
|
| 308 |
|
| 309 |
print("Starting OrbMol model loading…")
|