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Update packages.txt
Browse files- packages.txt +6 -330
packages.txt
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@@ -1,330 +1,6 @@
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-> Claude designs a structured fixture spec
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-> CadQuery builds real STEP/STL/SVG geometry
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-> Profile engine computes the random vibration PSD + Grms + notches
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-> Claude writes design recommendations and the draft test report
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-> Engineer edits + rates output (RLHF feedback capture)
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Run:
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pip install -r requirements.txt
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export ANTHROPIC_API_KEY=sk-ant-... # optional; mock without it
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streamlit run app/main.py
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"""
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import os
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import sys
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import json
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import tempfile
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sys.path.insert(0, os.path.dirname(os.path.abspath(__file__)))
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import streamlit as st
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import pandas as pd
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from unified_retriever import UnifiedRetriever
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from claude_client import generate_fixture_spec, generate_prose
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from doc_parser import extract_with_claude
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from feedback import save_feedback, feedback_stats
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from cad_engine import (export_fixture, CADQUERY_AVAILABLE,
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CADQUERY_IMPORT_ERROR)
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from profile_engine import compute_profile, profile_as_table
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from templates import (
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FIXTURE_SPEC_SYSTEM, build_fixture_spec_prompt,
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RECOMMENDATIONS_SYSTEM, build_recommendations_prompt,
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REPORT_SYSTEM, build_report_prompt,
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)
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st.set_page_config(page_title="Apogee Labs — Vibration Test Automation",
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page_icon="🛰️", layout="wide")
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# On Streamlit Cloud, API keys arrive via st.secrets; copy them into the
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# environment variables the rest of the code (and the SDKs) read.
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# Locally, an already-set environment variable takes precedence.
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try:
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for _k in ("ANTHROPIC_API_KEY", "OPENAI_API_KEY", "VOYAGE_API_KEY"):
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if not os.environ.get(_k) and _k in st.secrets:
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os.environ[_k] = st.secrets[_k]
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except Exception:
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pass # st.secrets may not exist locally; that's fine
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# --- session state ----------------------------------------------------------
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for key in ("results", "extracted"):
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st.session_state.setdefault(key, None)
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# --- header -----------------------------------------------------------------
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st.title("🛰️ Apogee Labs — Vibration Test Automation")
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st.caption(
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"MVP: fixture CAD design · random vibration profile · automated test report. "
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"Grounded in public NASA/DoD standards. "
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"**All output is a DRAFT requiring qualified test engineer review.**"
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)
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key_present = bool(os.environ.get("ANTHROPIC_API_KEY"))
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c1, c2 = st.columns(2)
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with c1:
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if key_present:
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st.success("Anthropic API key detected — live generation enabled.")
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else:
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st.warning("No ANTHROPIC_API_KEY — fixture/profile run live; "
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"AI design text & doc parsing are mocked.")
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with c2:
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if CADQUERY_AVAILABLE:
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st.success("CadQuery available — real CAD (STEP/STL) generation enabled.")
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else:
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st.error(f"CadQuery unavailable — CAD disabled. ({CADQUERY_IMPORT_ERROR}) "
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"Run on Streamlit Cloud (Linux) where it installs cleanly.")
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# ============================================================================
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# 1. INPUTS
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# ============================================================================
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st.header("1. Inputs")
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colA, colB = st.columns(2)
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with colA:
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article_name = st.text_input("Test article name", "3U CubeSat")
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mass_kg = st.number_input("Test article mass (kg)", min_value=0.0,
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value=4.0, step=0.5)
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test_level = st.selectbox("Test level",
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["qualification", "protoflight", "acceptance"])
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with colB:
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orbit = st.selectbox("Orbit / destination",
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["LEO", "SSO", "MEO", "GEO", "Lunar", "Not specified"])
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launch_vehicle = st.selectbox(
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"Launch vehicle",
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["Falcon 9", "Electron", "Vulcan", "New Glenn", "Not specified / TBD"])
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resonances_str = st.text_input(
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"Known resonant frequencies (Hz, comma-sep) — optional",
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placeholder="e.g. 320, 610")
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engineer_prompt = st.text_area(
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"Test engineer request",
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value="Design me a custom aluminum fixture to mount this article to the shaker.",
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height=70)
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uploads = st.file_uploader(
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"Upload mission specs / launch vehicle guide / test article datasheet "
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"(PDF or image) — optional",
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type=["pdf", "png", "jpg", "jpeg"], accept_multiple_files=True)
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# optional: parse uploads
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if uploads and st.button("📄 Parse uploaded documents"):
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if not key_present:
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st.warning("Document parsing needs an API key. Skipping.")
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else:
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merged = {}
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for uf in uploads:
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with tempfile.NamedTemporaryFile(
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delete=False, suffix=os.path.splitext(uf.name)[1]) as tmp:
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tmp.write(uf.getbuffer())
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tmp_path = tmp.name
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with st.spinner(f"Parsing {uf.name}..."):
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res = extract_with_claude(tmp_path)
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if res["ok"]:
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merged.update({k: v for k, v in res["data"].items() if v})
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else:
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st.error(f"{uf.name}: {res['error']}")
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os.unlink(tmp_path)
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st.session_state.extracted = merged or None
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if merged:
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st.success("Extracted parameters:")
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st.json(merged)
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# ============================================================================
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# 2. GENERATE
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# ============================================================================
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st.header("2. Generate")
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if st.button("⚙️ Generate Fixture + Profile + Report", type="primary"):
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resonances = []
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for tok in resonances_str.split(","):
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tok = tok.strip()
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if tok:
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try:
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resonances.append(float(tok))
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except ValueError:
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pass
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inputs = {
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"test_article_name": article_name,
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"mass_kg": mass_kg,
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"test_level": test_level,
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"orbit": orbit,
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"launch_vehicle": launch_vehicle,
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"known_resonances_hz": resonances or "Not specified",
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}
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retriever = UnifiedRetriever()
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chunks = retriever.all_chunks()
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with st.spinner("Designing fixture..."):
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spec_prompt = build_fixture_spec_prompt(
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inputs, engineer_prompt, st.session_state.extracted)
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spec_res = generate_fixture_spec(FIXTURE_SPEC_SYSTEM, spec_prompt, inputs)
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spec = spec_res["spec"]
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cad_paths = None
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cad_error = None
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if CADQUERY_AVAILABLE:
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with st.spinner("Building CAD geometry (STEP / STL / preview)..."):
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try:
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out_dir = os.path.join(tempfile.gettempdir(), "apogee_cad")
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cad_paths = export_fixture(spec, out_dir,
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f"fixture_{article_name.replace(' ','_')}")
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except Exception as e: # noqa: BLE001
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cad_error = str(e)
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with st.spinner("Computing vibration profile..."):
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profile = compute_profile(test_level, mass_kg=mass_kg,
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resonances_hz=resonances)
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with st.spinner("Writing design recommendations..."):
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rec_prompt = build_recommendations_prompt(inputs, spec.to_dict(), chunks)
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rec = generate_prose(RECOMMENDATIONS_SYSTEM, rec_prompt,
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label="recommendations")
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with st.spinner("Generating draft test report..."):
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profile_dict = {
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"level": profile.level,
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"duration_s_per_axis": profile.duration_s_per_axis,
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"overall_grms": profile.overall_grms,
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"mass_attenuation_db": profile.mass_attenuation_db,
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"breakpoints": profile_as_table(profile),
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"notches": profile.notches,
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"notes": profile.notes,
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}
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rep_prompt = build_report_prompt(inputs, spec.to_dict(), profile_dict,
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rec["text"], chunks)
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report = generate_prose(REPORT_SYSTEM, rep_prompt, label="report",
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max_tokens=3000)
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st.session_state.results = {
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"inputs": inputs, "spec": spec, "spec_mode": spec_res["mode"],
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"cad_paths": cad_paths, "cad_error": cad_error,
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"profile": profile, "profile_dict": profile_dict,
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"recommendations": rec["text"], "report": report["text"],
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}
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# ============================================================================
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# 3. RESULTS
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# ============================================================================
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res = st.session_state.results
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if res:
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st.header("3. Results")
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tab1, tab2, tab3 = st.tabs(
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["🔧 Fixture Design", "📈 Vibration Profile", "📄 Test Report"])
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# ---- Fixture --------------------------------------------------------
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with tab1:
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spec = res["spec"]
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st.subheader("Custom Fixture Design")
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if res["spec_mode"] != "live":
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st.info(f"Fixture spec mode: {res['spec_mode']} "
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"(set API key for AI-tailored design).")
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lc, rc = st.columns([1, 1])
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with lc:
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if res["cad_paths"] and os.path.exists(res["cad_paths"]["svg"]):
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with open(res["cad_paths"]["svg"], "r", encoding="utf-8") as f:
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st.image(f.read(), caption="Fixture preview (isometric)")
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elif res["cad_error"]:
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st.error(f"CAD build error: {res['cad_error']}")
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else:
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st.info("CAD preview unavailable in this environment.")
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with rc:
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st.markdown(f"**Material:** {spec.material}")
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st.markdown(f"**Est. mass:** {spec.estimated_mass_kg()} kg")
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st.markdown(f"**Base:** {spec.base_length_mm}×{spec.base_width_mm}"
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f"×{spec.base_thickness_mm} mm")
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st.markdown(f"**Boss:** {spec.boss_length_mm}×{spec.boss_width_mm}"
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f"×{spec.boss_height_mm} mm")
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st.markdown(f"**Table bolts:** {spec.table_bolt_pattern.spacing_x_mm}"
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f"×{spec.table_bolt_pattern.spacing_y_mm} mm, "
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f"⌀{spec.table_bolt_pattern.hole_dia_mm} mm")
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st.markdown(f"**Article bolts:** {spec.article_bolt_pattern.spacing_x_mm}"
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f"×{spec.article_bolt_pattern.spacing_y_mm} mm, "
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f"⌀{spec.article_bolt_pattern.hole_dia_mm} mm")
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if spec.rationale:
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st.markdown(f"**Design rationale:** {spec.rationale}")
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if res["cad_paths"]:
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d1, d2 = st.columns(2)
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with d1:
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with open(res["cad_paths"]["step"], "rb") as f:
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st.download_button("⬇️ Download STEP", f.read(),
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file_name="fixture.step")
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with d2:
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with open(res["cad_paths"]["stl"], "rb") as f:
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st.download_button("⬇️ Download STL", f.read(),
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file_name="fixture.stl")
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st.divider()
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st.markdown("### Design Recommendations")
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st.markdown(res["recommendations"])
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# ---- Profile --------------------------------------------------------
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with tab2:
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profile = res["profile"]
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st.subheader("Random Vibration Test Profile")
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m1, m2, m3 = st.columns(3)
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m1.metric("Overall Grms", profile.overall_grms)
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m2.metric("Duration/axis", f"{profile.duration_s_per_axis} s")
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m3.metric("Mass atten.", f"{profile.mass_attenuation_db} dB")
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df = pd.DataFrame(profile_as_table(profile))
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# log-log PSD plot
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chart_df = df.rename(columns={"Frequency (Hz)": "freq",
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"ASD (g^2/Hz)": "asd"}).set_index("freq")
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st.line_chart(chart_df)
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st.caption("PSD breakpoints (GEVS generalized workmanship envelope, "
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"adjusted for level and mass).")
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st.dataframe(df, use_container_width=True)
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if profile.notches:
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st.markdown("**Suggested notches:**")
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st.dataframe(pd.DataFrame(profile.notches), use_container_width=True)
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for n in profile.notes:
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st.markdown(f"- {n}")
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# ---- Report ---------------------------------------------------------
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with tab3:
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st.subheader("Draft Test Report")
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st.markdown(res["report"])
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st.download_button("⬇️ Download report (Markdown)", res["report"],
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file_name="vibration_test_report.md",
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mime="text/markdown")
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# ---- Feedback / RLHF loop ------------------------------------------
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st.divider()
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st.header("4. Test Engineer Feedback (improves the model)")
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with st.form("feedback_form"):
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usefulness = st.slider("How useful was this output?", 1, 5, 4)
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was_edited = st.checkbox("I would edit/correct this before use")
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what_improve = st.text_area("What should be improved?", height=70)
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why_changes = st.text_area(
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"If you'd change the design/profile, what and why?", height=70)
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submitted = st.form_submit_button("💾 Submit feedback")
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if submitted:
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rec = save_feedback({
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"inputs": res["inputs"],
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"fixture_spec": res["spec"].to_dict(),
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"profile": res["profile_dict"],
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"usefulness": usefulness,
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"was_edited": was_edited,
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"what_improve": what_improve,
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"why_changes": why_changes,
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})
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if rec["ok"]:
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st.success(f"Feedback saved (id {rec['id'][:8]}). "
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"This becomes a training example.")
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else:
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st.error(f"Save failed: {rec['error']}")
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stats = feedback_stats()
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if stats["count"]:
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st.caption(f"Feedback collected: {stats['count']} · "
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f"avg usefulness {stats['avg_usefulness']} · "
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f"edited fraction {stats['edited_fraction']}")
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libgl1
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libglu1-mesa
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libxrender1
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libxext6
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libsm6
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libice6
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