772aa2de84
On a student Spark the installer's data step printed hundreds of red yfinance "Quote not found for symbol" lines and built a universe of 652 instead of ~745 stocks. Cause: the iShares holdings download (German site) answers 404 since October 2026, and setup fell back to Wikipedia's STOXX 600 table, whose Reuters-style codes give Yahoo symbols that do not exist (BNPP.PA for BNP.PA, NOV-N.SW for NOVN.SW, VESTAS.CO for VWS.CO). - sources: the iShares file is read from the Swiss site (same German CSV, same parser), the German address stays as a spare; when iShares fails, setup uses the snapshot shipped in quantcore/data/static and not the Wikipedia guesses (now a last resort when no snapshot ships); only a primary source refreshes the snapshot - yahoo: yfinance's per-symbol ERROR lines are silenced during the metadata step and summarised in one line - install.sh: builds the data with `qc setup --offline`, so every student gets the universe of the shipped lists (the course data set's); new --rebuild-data moves the existing data aside and builds it anew - qc.sh: the image build attempt logs to ~/quantcore/build.log; a Spark that allows no build shows one plain line, then the no-build setup - tests for the source order, the address fallback and the summary Tested on a stripped-down machine (no git/curl/wget/python3, broken APPTAINER_TMPDIR): install, then install.sh --rebuild-data built 746 stocks (382 US, 364 Europe) from the 1117 shipped candidates in under 10 minutes with no yfinance error line; self-test passes; qc upgrade rebuilt and restarted. 142 tests pass. Co-Authored-By: Claude Opus 5.5 <noreply@anthropic.com>
661 lines
29 KiB
Bash
Executable File
661 lines
29 KiB
Bash
Executable File
#!/usr/bin/env bash
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# qc.sh -- quantcore standalone on a DGX Spark with Apptainer: no root, no Docker, no Tailscale.
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#
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# cuOpt and quantcore each run in their own Apptainer container on this machine and talk over
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# 127.0.0.1. The API and the browser test bench listen on 127.0.0.1 too, so they are used from this
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# Spark (its desktop browser, a terminal, a notebook) and are not reachable from the network.
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#
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# qc.sh install once: config, cuOpt image, quantcore image, data directory
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# qc.sh data-import FILE copy a prepared data set (.tar.gz or directory) ...
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# qc.sh setup ... or build it from Yahoo Finance (~15 min)
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# qc.sh start cuOpt + API -> http://127.0.0.1:5001/ui/ and /docs
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# qc.sh status | logs [api|cuopt] [-f] | stop | restart
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# qc.sh cli <command> ... the quantcore CLI in the container, no API needed
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# (e.g. qc.sh cli optimize --cash 1e6 --cvar-limit 40000)
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# qc.sh api <command> ... quantcore-api against the local API (e.g. qc.sh api selftest)
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# qc.sh help all commands
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#
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# Settings: $QC_HOME/quantcore.env (QC_HOME defaults to ~/quantcore); see quantcore.env.example.
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# Guide: docs/SPARK_APPTAINER.md.
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set -euo pipefail
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# resolve the link ~/.local/bin/qc (made by install.sh) to the script in the repository
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SCRIPT_DIR="$(cd "$(dirname "$(readlink -f "${BASH_SOURCE[0]}")")" && pwd)"
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REPO_DIR="$(cd "$SCRIPT_DIR/../.." && pwd)"
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QC_HOME="${QC_HOME:-$HOME/quantcore}"
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CONFIG="$QC_HOME/quantcore.env"
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APPTAINER="${APPTAINER:-apptainer}"
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API_INSTANCE="quantcore-api"
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CUOPT_INSTANCE="quantcore-cuopt"
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ME="$(id -un)"
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# --- settings: defaults < config file < environment ------------------------------------------
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_env_overrides="$(declare -p $(compgen -v | grep -E '^(QC_|QUANTCORE_)' || true) 2>/dev/null || true)"
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QC_DATA="$QC_HOME/data"
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QC_IMAGES="$QC_HOME/images"
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QC_API_PORT=5001
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QC_CUOPT_PORT=5000
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QC_CUOPT_START=auto
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QC_CUOPT_IMAGE="docker://nvidia/cuopt:26.8.0-cuda13.3-py3.14"
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QC_IMAGE=build
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QC_PYTHON_IMAGE="docker://python:3.12-slim" # base of the no-build fallback (same as quantcore.def)
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if [[ -f "$CONFIG" ]]; then
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set -a
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# shellcheck disable=SC1090
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source "$CONFIG"
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set +a
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fi
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[[ -n "$_env_overrides" ]] && eval "$_env_overrides"
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unset _env_overrides
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QC_API_URL="http://127.0.0.1:$QC_API_PORT"
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QC_VENV="$QC_HOME/venv"
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PY_SIF="$QC_IMAGES/python.sif"
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CUOPT_URL="${QUANTCORE_CUOPT_URL:-http://127.0.0.1:$QC_CUOPT_PORT}"
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CUOPT_EXTERNAL=0 # 1: QUANTCORE_CUOPT_URL names a cuOpt somewhere else -- never start our own
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[[ -n "${QUANTCORE_CUOPT_URL:-}" ]] && CUOPT_EXTERNAL=1
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# --- helpers ----------------------------------------------------------------------------------
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say() { printf '%s\n' "$*"; }
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step() { printf '\n>> %s\n' "$*"; }
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warn() { printf 'warning: %s\n' "$*" >&2; }
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die() { printf 'error: %s\n' "$*" >&2; exit 1; }
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quantcore_sif() { if [[ "$QC_IMAGE" == *.sif && -f "$QC_IMAGE" ]]; then say "$QC_IMAGE"; else say "$QC_IMAGES/quantcore.sif"; fi; }
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# How quantcore runs: "sif" = the quantcore image (built or prebuilt); "venv" = the no-build fallback,
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# a plain Python image plus a virtualenv in $QC_HOME/venv (for a Spark that allows no image builds).
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qc_mode() {
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if [[ "$QC_IMAGE" == "venv" ]]; then say venv; return; fi
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if [[ -f "$(quantcore_sif)" ]]; then say sif; return; fi
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if [[ -x "$QC_VENV/bin/quantcore" && -f "$PY_SIF" ]]; then say venv; return; fi
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say none
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}
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qc_image() { if [[ "$(qc_mode)" == venv ]]; then say "$PY_SIF"; else quantcore_sif; fi; }
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qc_bin() { if [[ "$(qc_mode)" == venv ]]; then say "$QC_VENV/bin/$1"; else say "$1"; fi; }
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cuopt_sif() { if [[ -f "$QC_CUOPT_IMAGE" ]]; then say "$QC_CUOPT_IMAGE"; else say "$QC_IMAGES/cuopt.sif"; fi; }
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need_apptainer() {
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command -v "$APPTAINER" >/dev/null 2>&1 \
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|| die "'$APPTAINER' not found. This Spark needs Apptainer (ask the administrator), or set APPTAINER=singularity."
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}
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need_image() { # path what
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[[ -f "$1" ]] || die "$2 image missing ($1) -- run: $0 install"
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}
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# HTTP GET to stdout; exit status 0 only for a 2xx answer. curl, else python3, else plain bash:
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# a barebone Spark may have neither of the first two.
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http_get() {
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local url="$1" timeout="${2:-3}"
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if command -v curl >/dev/null 2>&1; then
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curl -sf --max-time "$timeout" "$url"
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elif command -v python3 >/dev/null 2>&1; then
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python3 -c 'import sys, urllib.request as u; sys.stdout.write(u.urlopen(sys.argv[1], timeout=float(sys.argv[2])).read().decode())' \
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"$url" "$timeout" 2>/dev/null
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else
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http_get_bash "$url" "$timeout"
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fi
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}
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# HTTP/1.0 GET over bash's /dev/tcp, for the http://host:port/path addresses qc.sh checks.
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http_get_bash() {
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local rest="${1#http://}" t="${2:-3}" hostport path host port
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hostport="${rest%%/*}"; path="${rest#"$hostport"}"; [[ -n "$path" ]] || path="/"
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host="${hostport%%:*}"; port=80; [[ "$hostport" == *:* ]] && port="${hostport##*:}"
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(
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exec 3<>"/dev/tcp/$host/$port" || exit 1
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printf 'GET %s HTTP/1.0\r\nHost: %s\r\n\r\n' "$path" "$host" >&3
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IFS= read -r -t "$t" status <&3 || exit 1
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[[ "$status" =~ ^HTTP/[0-9.]+\ 2[0-9][0-9] ]] || exit 1
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while IFS= read -r -t "$t" line <&3; do line="${line%$'\r'}"; [[ -z "$line" ]] && break; done
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while IFS= read -r -t "$t" line <&3 || [[ -n "$line" ]]; do printf '%s\n' "$line"; line=""; done
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) 2>/dev/null
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}
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port_busy() { (exec 3<>"/dev/tcp/127.0.0.1/$1") 2>/dev/null; }
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free_port() { # first free port from $1 upwards
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local p="$1"
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while port_busy "$p"; do p=$((p + 1)); done
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say "$p"
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}
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instance_running() {
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"$APPTAINER" instance list 2>/dev/null | awk 'NR > 1 {print $1}' | grep -qx "$1"
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}
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instance_log() { # name out|err -> path of the instance log (Apptainer keeps them per host and user)
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# this host first: a home directory on a network drive holds the logs of every machine; the user
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# directory may be spelt "name" or "name@domain", so match any
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local f
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for f in "$HOME/.apptainer/instances/logs/$(hostname)/"*"/$1.$2" "$HOME/.apptainer/instances/logs/"*/*"/$1.$2"; do
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[[ -f "$f" ]] && { say "$f"; return 0; }
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done
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return 1
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}
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# Apptainer's working and cache directories. Some installations export APPTAINER_TMPDIR or
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# APPTAINER_CACHEDIR for a convention such as /scratch/$USER that this machine does not have; every
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# pull then dies with "failed to create build parent dir". Create the directory, or fall back.
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APPTAINER_DIRS_READY=0
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usable_dir() { mkdir -p "$1" 2>/dev/null && [[ -d "$1" && -w "$1" ]]; }
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prepare_apptainer_dirs() {
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[[ "$APPTAINER_DIRS_READY" == 1 ]] && return 0
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local name var legacy dir fallback tmp_free_gb
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for name in TMPDIR CACHEDIR; do
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var="APPTAINER_$name"; legacy="SINGULARITY_$name"
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dir="${!var:-${!legacy:-}}"
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[[ -n "$dir" ]] || continue # not set: Apptainer's defaults (/tmp, ~/.apptainer/cache) apply
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usable_dir "$dir" && continue
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if [[ "$name" == TMPDIR ]]; then
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# unpacking the cuOpt image needs ~12 GB: local /tmp if it has the room, else our own directory
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tmp_free_gb=$(( $(df -Pk /tmp 2>/dev/null | awk 'NR == 2 {print $4}' || echo 0) / 1024 / 1024 ))
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fallback="$QC_HOME/apptainer-tmp"
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(( tmp_free_gb >= 15 )) && fallback="/tmp/$ME-apptainer-tmp"
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else
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fallback="$QC_HOME/apptainer-cache"
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fi
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usable_dir "$fallback" || die "$var=$dir does not exist, and neither it nor $fallback can be created"
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export "$var=$fallback"
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unset "$legacy"
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if [[ -f "$CONFIG" ]] && ! grep -q "^$var=" "$CONFIG"; then
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printf '\n# set by qc.sh: the value in the environment pointed to a directory that does not exist\n%s\n' \
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"$var=$fallback" >> "$CONFIG"
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warn "$var=$dir (set in your environment) does not exist and cannot be created.
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Using $fallback instead; saved in $CONFIG."
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else
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warn "$var=$dir does not exist and cannot be created; using $fallback for this run."
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fi
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done
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APPTAINER_DIRS_READY=1
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}
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pull_image() { # destination source -- download an image to a .sif file, with a useful error
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prepare_apptainer_dirs
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rm -f "$1.part"
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if ! "$APPTAINER" pull "$1.part" "$2"; then
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rm -f "$1.part"
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die "could not download $2. Check that this machine reaches the registry (a proxy needs
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https_proxy set), and that ${APPTAINER_TMPDIR:-/tmp} has ~12 GB free (APPTAINER_TMPDIR chooses another
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directory). Then run the command again."
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fi
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mv -f "$1.part" "$1"
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}
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show_log_tail() { # name
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local f
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for kind in err out; do
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if f="$(instance_log "$1" "$kind")"; then
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say "--- last lines of $f"
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tail -n 25 "$f" >&2 || true
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fi
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done
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}
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wait_for() { # url seconds label
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local url="$1" limit="$2" label="$3" waited=0
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printf ' waiting for %s ' "$label"
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until http_get "$url" 2 >/dev/null; do
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if (( waited >= limit )); then printf ' timed out after %ss\n' "$limit"; return 1; fi
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printf '.'; sleep 2; waited=$((waited + 2))
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done
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printf ' up (%ss)\n' "$waited"
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}
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# Hand the settings to a container through APPTAINERENV_* (unlike --env these survive commas,
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# e.g. in no_proxy). The containers start with --cleanenv, so nothing else from the host leaks in:
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# no PYTHONPATH, no activated virtualenv or conda, no LD_LIBRARY_PATH.
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export_quantcore_env() {
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local v
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for v in $(compgen -v | grep '^QUANTCORE_' || true); do
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export "APPTAINERENV_$v=${!v}"
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done
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export APPTAINERENV_QUANTCORE_DATA_DIR=/data
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export APPTAINERENV_QUANTCORE_CUOPT_URL="$CUOPT_URL"
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export APPTAINERENV_QUANTCORE_API_HOST=127.0.0.1
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export APPTAINERENV_QUANTCORE_API_PORT="$QC_API_PORT"
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export APPTAINERENV_QUANTCORE_API_URL="$QC_API_URL"
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# what quantcore.def's %environment sets, for the venv fallback (an explicit value wins)
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export APPTAINERENV_PYTHONNOUSERSITE=1 APPTAINERENV_PYTHONUNBUFFERED=1 APPTAINERENV_PYTHONDONTWRITEBYTECODE=1
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export APPTAINERENV_OPENBLAS_NUM_THREADS="${OPENBLAS_NUM_THREADS:-4}" APPTAINERENV_OMP_NUM_THREADS="${OMP_NUM_THREADS:-4}"
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export APPTAINERENV_MKL_NUM_THREADS="${MKL_NUM_THREADS:-4}"
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for v in http_proxy https_proxy no_proxy HTTP_PROXY HTTPS_PROXY NO_PROXY TZ; do
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[[ -n "${!v:-}" ]] && export "APPTAINERENV_$v=${!v}"
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done
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return 0
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}
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# Run a command in the quantcore container (the CLI needs no running API).
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qc_binds() { # bind options for the quantcore container
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local b=(--bind "$QC_DATA:/data")
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[[ "$(qc_mode)" == venv ]] && b+=(--bind "$QC_VENV")
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printf '%s\n' "${b[@]}"
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}
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run_qc() { # command [args]: quantcore | quantcore-api | python ...
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need_apptainer
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[[ "$(qc_mode)" != none ]] || die "no quantcore image yet -- run: $0 install"
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mkdir -p "$QC_DATA"
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export_quantcore_env
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local cmd="$1"; shift
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local binds; mapfile -t binds < <(qc_binds)
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exec "$APPTAINER" exec --cleanenv "${binds[@]}" "$(qc_image)" "$(qc_bin "$cmd")" "$@"
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}
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data_is_empty() { [[ -z "$(ls -A "$QC_DATA" 2>/dev/null | grep -v -x -e jobs -e '.*\.log')" ]]; }
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# --- install ----------------------------------------------------------------------------------
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cmd_install() {
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need_apptainer
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local force=0; [[ "${1:-}" == "--force" ]] && force=1
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step "Apptainer"
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say " $("$APPTAINER" --version)"
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"$APPTAINER" instance run --help >/dev/null 2>&1 \
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|| die "this Apptainer has no 'instance run' (needs Apptainer >= 1.1); ask the administrator to update it"
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step "Directories and settings ($QC_HOME)"
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mkdir -p "$QC_HOME" "$QC_DATA" "$QC_IMAGES"
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if [[ -f "$CONFIG" ]]; then
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say " keeping $CONFIG"
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else
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cp "$SCRIPT_DIR/quantcore.env.example" "$CONFIG"
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say " wrote $CONFIG"
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fi
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prepare_apptainer_dirs
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step "GPU"
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if command -v nvidia-smi >/dev/null 2>&1 && nvidia-smi -L >/dev/null 2>&1; then
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say " $(nvidia-smi -L | head -n 1)"
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else
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warn "no GPU visible (nvidia-smi). cuOpt will not start; optimisations will use HiGHS on the CPU."
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fi
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local free_gb; free_gb=$(( $(df -Pk "$QC_IMAGES" | awk 'NR == 2 {print $4}') / 1024 / 1024 ))
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say " free disk under $QC_IMAGES: ${free_gb} GB (the cuOpt pull needs ~12 GB while it runs, 3.3 GB after)"
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if [[ "$QC_CUOPT_START" != "no" && "$CUOPT_EXTERNAL" == 0 ]]; then
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cmd_pull_cuopt $([[ $force == 1 ]] && echo --force)
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fi
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step "quantcore image"
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get_quantcore_image "$force"
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step "Self-test of the quantcore container ($(qc_mode) mode)"
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qc_selftest
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[[ "${QC_FROM_INSTALLER:-0}" == 1 ]] && return 0 # install.sh does the data and the start itself
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step "Data ($QC_DATA)"
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if data_is_empty; then
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say " empty. Either copy a prepared data set: $0 data-import quantcore_data.tar.gz"
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say " or build it from Yahoo Finance (~15 min): $0 setup"
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else
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say " present ($(du -sh "$QC_DATA" | cut -f1))"
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fi
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step "Done. Next: $0 start"
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}
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cmd_pull_cuopt() {
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need_apptainer
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local dst="$QC_IMAGES/cuopt.sif"
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if [[ -f "$QC_CUOPT_IMAGE" ]]; then
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step "cuOpt image: $QC_CUOPT_IMAGE (provided on this machine, not pulled)"
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return 0
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fi
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if [[ -f "$dst" && "${1:-}" != "--force" ]]; then
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step "cuOpt image present: $dst"
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return 0
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fi
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step "Pulling cuOpt: $QC_CUOPT_IMAGE -> $dst (~3.3 GB, several minutes)"
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mkdir -p "$QC_IMAGES"
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pull_image "$dst" "$QC_CUOPT_IMAGE"
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}
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qc_selftest() {
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# from /: `python -c` puts the working directory first on sys.path, and from the repository root
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# it would import the sources there instead of what was installed into the container
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( cd / && export_quantcore_env
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local binds; mapfile -t binds < <(qc_binds)
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"$APPTAINER" exec --cleanenv "${binds[@]}" "$(qc_image)" "$(qc_bin python)" -c '
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import importlib.resources as r, scipy, quantcore, quantcore.api.app as app
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from scipy.optimize import milp
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assert (r.files("quantcore.api") / "ui" / "index.html").is_file(), "test bench missing"
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print(" quantcore", quantcore.__version__, "| scipy", scipy.__version__, "| UI mounted:", app.UI_ENABLED)' )
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}
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get_quantcore_image() { # force(0|1)
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local dst="$QC_IMAGES/quantcore.sif"
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case "$QC_IMAGE" in
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build)
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if [[ -f "$dst" && "$1" != 1 ]]; then say " present: $dst (rebuild: $0 build)"; return 0; fi
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if [[ -x "$QC_VENV/bin/quantcore" && -f "$PY_SIF" && "$1" != 1 ]]; then
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say " present: virtualenv $QC_VENV (no-build fallback; reinstall: $0 build)"; return 0
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fi
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build_sif || {
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say " -> using the no-build setup instead: a plain Python image plus a virtualenv in $QC_VENV"
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say " (same libraries, same results)"
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build_venv
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} ;;
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venv)
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if [[ -x "$QC_VENV/bin/quantcore" && -f "$PY_SIF" && "$1" != 1 ]]; then say " present: $QC_VENV"; else build_venv; fi ;;
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docker://*|oras://*|library://*|http://*|https://*)
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if [[ -f "$dst" && "$1" != 1 ]]; then say " present: $dst"; else
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say " pulling $QC_IMAGE -> $dst"
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pull_image "$dst" "$QC_IMAGE"
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fi ;;
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*)
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[[ -f "$QC_IMAGE" ]] || die "QC_IMAGE=$QC_IMAGE is neither 'build', a URL, nor an existing .sif file"
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say " using $QC_IMAGE" ;;
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esac
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}
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build_sif() { # build quantcore.sif from the definition; non-zero when this Apptainer cannot build
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local dst="$QC_IMAGES/quantcore.sif" log="$QC_HOME/build.log" reason
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mkdir -p "$QC_IMAGES"
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say " building $dst from $REPO_DIR (a few minutes; log: $log)"
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prepare_apptainer_dirs
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rm -f "$dst.part"
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# %files paths in the definition are relative to the repository root. Without root Apptainer
|
|
# builds through --fakeroot (user namespaces); many Sparks do not allow that. The output goes to a
|
|
# log: on such a Spark Apptainer's red ERROR line is expected, and the caller falls back.
|
|
if ! (cd "$REPO_DIR" && "$APPTAINER" build "$dst.part" deploy/apptainer/quantcore.def) >"$log" 2>&1; then
|
|
rm -f "$dst.part"
|
|
reason="$(grep -E 'FATAL|ERROR' "$log" | tail -n 1 | sed -e 's/\x1b\[[0-9;]*m//g' -e 's/^[A-Z]* *: *//')"
|
|
say " no image build on this machine${reason:+ ($reason)}"
|
|
return 1
|
|
fi
|
|
mv -f "$dst.part" "$dst"
|
|
say " built $dst ($(du -h "$dst" | cut -f1))"
|
|
}
|
|
|
|
build_venv() { # the no-build fallback: pull a plain Python image, install quantcore into a virtualenv
|
|
mkdir -p "$QC_IMAGES" "$QC_HOME"
|
|
if [[ ! -f "$PY_SIF" ]]; then
|
|
say " pulling $QC_PYTHON_IMAGE -> $PY_SIF"
|
|
pull_image "$PY_SIF" "$QC_PYTHON_IMAGE"
|
|
fi
|
|
say " installing quantcore into $QC_VENV (pinned versions from deploy/apptainer/constraints.txt)"
|
|
# a copy of the sources under QC_HOME (not $TMPDIR, which may point nowhere on a managed machine)
|
|
local work; work="$(mktemp -d "$QC_HOME/.quantcore-src.XXXXXX")"
|
|
# install from a copy: pip writes build/ and *.egg-info next to the sources
|
|
cp -r "$REPO_DIR/pyproject.toml" "$REPO_DIR/README.md" "$REPO_DIR/quantcore" "$work/"
|
|
"$APPTAINER" exec --cleanenv --bind "$QC_HOME" --bind "$work" "$PY_SIF" python -m venv --clear "$QC_VENV"
|
|
"$APPTAINER" exec --cleanenv --env PIP_DISABLE_PIP_VERSION_CHECK=1 --bind "$QC_HOME" --bind "$work" \
|
|
--bind "$REPO_DIR/deploy/apptainer/constraints.txt:/tmp/qc-constraints.txt" "$PY_SIF" \
|
|
"$QC_VENV/bin/pip" install --quiet --no-cache-dir -c /tmp/qc-constraints.txt "$work"
|
|
rm -rf "$work"
|
|
( cd / && "$APPTAINER" exec --cleanenv --bind "$QC_VENV" "$PY_SIF" "$QC_VENV/bin/quantcore" --help >/dev/null ) \
|
|
|| die "quantcore was installed into $QC_VENV but does not start (see the error above)"
|
|
say " installed"
|
|
}
|
|
|
|
cmd_build() { # rebuild after a code change, in the mode in use
|
|
need_apptainer
|
|
local mode; mode="$(qc_mode)"
|
|
step "Rebuilding quantcore ($([[ $mode == venv ]] && echo "virtualenv $QC_VENV" || echo "image $QC_IMAGES/quantcore.sif"))"
|
|
if [[ "$mode" == venv ]]; then
|
|
build_venv
|
|
elif [[ "$QC_IMAGE" == build ]]; then
|
|
build_sif || die "the image build failed (log: $QC_HOME/build.log). Without root it needs Apptainer's
|
|
--fakeroot. Use the no-build setup instead: set QC_IMAGE=venv in $CONFIG and run: $0 build"
|
|
else
|
|
die "QC_IMAGE=$QC_IMAGE is a prebuilt image; nothing to build"
|
|
fi
|
|
if instance_running "$API_INSTANCE"; then say " the running API still uses the old code: $0 restart"; fi
|
|
}
|
|
|
|
# --- run --------------------------------------------------------------------------------------
|
|
start_cuopt() {
|
|
if [[ "$CUOPT_EXTERNAL" == 1 ]]; then
|
|
if http_get "$CUOPT_URL/cuopt/health" >/dev/null; then say "cuOpt: using $CUOPT_URL (QUANTCORE_CUOPT_URL)"
|
|
else warn "cuOpt at $CUOPT_URL (QUANTCORE_CUOPT_URL) does not answer -- optimisations will use HiGHS"; fi
|
|
return 0
|
|
fi
|
|
if [[ "$QC_CUOPT_START" == "no" ]]; then
|
|
say "cuOpt: not started (QC_CUOPT_START=no) -- optimisations use HiGHS on the CPU"
|
|
return 0
|
|
fi
|
|
if http_get "$CUOPT_URL/cuopt/health" >/dev/null; then
|
|
if instance_running "$CUOPT_INSTANCE"; then
|
|
say "cuOpt: running ($CUOPT_INSTANCE, $CUOPT_URL)"
|
|
elif [[ "$QC_CUOPT_START" == "yes" ]]; then
|
|
die "QC_CUOPT_START=yes, but another cuOpt already serves port $QC_CUOPT_PORT. Use it (QC_CUOPT_START=auto)
|
|
or pick another port: QC_CUOPT_PORT=$(free_port $((QC_CUOPT_PORT + 100))) in $CONFIG"
|
|
else
|
|
say "cuOpt: using the server that already answers at $CUOPT_URL"
|
|
fi
|
|
return 0
|
|
fi
|
|
if instance_running "$CUOPT_INSTANCE"; then # still starting, or hung
|
|
wait_for "$CUOPT_URL/cuopt/health" 180 "cuOpt ($CUOPT_INSTANCE)" && return 0
|
|
show_log_tail "$CUOPT_INSTANCE"
|
|
die "cuOpt instance runs but does not answer; try: $0 restart"
|
|
fi
|
|
if port_busy "$QC_CUOPT_PORT"; then
|
|
die "port $QC_CUOPT_PORT is taken by something that is not cuOpt.
|
|
Set QC_CUOPT_PORT=$(free_port $((QC_CUOPT_PORT + 100))) in $CONFIG and run: $0 start"
|
|
fi
|
|
local sif; sif="$(cuopt_sif)"
|
|
need_image "$sif" cuOpt
|
|
say "cuOpt: starting instance $CUOPT_INSTANCE on 127.0.0.1:$QC_CUOPT_PORT (GPU)"
|
|
# NVIDIA's entrypoint sets HOME=/opt/cuopt. That is writable under Docker but read-only in a SIF,
|
|
# and the solver process dies on its first job when CuPy cannot write its kernel cache there.
|
|
# So the server runs with HOME on a writable directory of ours (CuPy, Numba and CUDA caches).
|
|
local cuopt_home="$QC_HOME/cuopt-home"
|
|
mkdir -p "$cuopt_home"
|
|
( [[ -n "${CUDA_VISIBLE_DEVICES:-}" ]] && export APPTAINERENV_CUDA_VISIBLE_DEVICES="$CUDA_VISIBLE_DEVICES"
|
|
cd /
|
|
# the image's entrypoint runs its arguments: the cuOpt REST server, on localhost only
|
|
"$APPTAINER" instance run --nv --cleanenv --bind "$cuopt_home" "$sif" "$CUOPT_INSTANCE" \
|
|
env HOME="$cuopt_home" python -m cuopt_server.cuopt_service \
|
|
-i 127.0.0.1 -p "$QC_CUOPT_PORT" -l "${QC_CUOPT_LOG_LEVEL:-info}" >/dev/null )
|
|
if ! wait_for "$CUOPT_URL/cuopt/health" 180 "cuOpt"; then
|
|
show_log_tail "$CUOPT_INSTANCE"
|
|
warn "cuOpt did not come up -- the API starts anyway and optimises with HiGHS"
|
|
fi
|
|
}
|
|
|
|
start_api() {
|
|
if instance_running "$API_INSTANCE"; then
|
|
if http_get "$QC_API_URL/health" >/dev/null; then say "API: running ($API_INSTANCE, $QC_API_URL)"; return 0; fi
|
|
wait_for "$QC_API_URL/health" 60 "API ($API_INSTANCE)" && return 0
|
|
show_log_tail "$API_INSTANCE"
|
|
die "the API instance runs but does not answer; try: $0 restart"
|
|
fi
|
|
if port_busy "$QC_API_PORT"; then
|
|
die "port $QC_API_PORT is taken (another user's quantcore?).
|
|
Set QC_API_PORT=$(free_port $((QC_API_PORT + 10))) in $CONFIG and run: $0 start"
|
|
fi
|
|
local mode; mode="$(qc_mode)"
|
|
[[ "$mode" != none ]] || die "no quantcore image yet -- run: $0 install"
|
|
mkdir -p "$QC_DATA"
|
|
say "API: starting instance $API_INSTANCE on $QC_API_URL ($mode mode)"
|
|
( export_quantcore_env
|
|
local binds; mapfile -t binds < <(qc_binds)
|
|
# start from /: pydantic-settings reads a .env from the working directory, and the container's
|
|
# / has none (instances take the caller's directory; they have no --cwd option)
|
|
cd /
|
|
if [[ "$mode" == venv ]]; then # the Python image's runscript executes its arguments
|
|
"$APPTAINER" instance run --cleanenv "${binds[@]}" "$PY_SIF" "$API_INSTANCE" "$QC_VENV/bin/quantcore" serve >/dev/null
|
|
else # quantcore.def's startscript: quantcore serve
|
|
"$APPTAINER" instance start --cleanenv "${binds[@]}" "$(quantcore_sif)" "$API_INSTANCE" >/dev/null
|
|
fi )
|
|
if ! wait_for "$QC_API_URL/health" 90 "API"; then
|
|
show_log_tail "$API_INSTANCE"
|
|
die "the API did not come up"
|
|
fi
|
|
}
|
|
|
|
cmd_start() {
|
|
need_apptainer
|
|
step "Starting quantcore (user $ME, settings $([[ -f "$CONFIG" ]] && echo "$CONFIG" || echo "defaults"))"
|
|
start_cuopt
|
|
start_api
|
|
data_is_empty && warn "no market data yet: $0 data-import <file> or $0 setup"
|
|
local ui=""; [[ "${QUANTCORE_ENABLE_UI:-true}" != "false" ]] && ui="$QC_API_URL/ui/ (test bench)"
|
|
step "Ready -- on this Spark:"
|
|
[[ -n "$ui" ]] && say " $ui"
|
|
say " $QC_API_URL/docs (API, Swagger)"
|
|
say " Python: QuantcoreClient(\"$QC_API_URL\") CLI: $0 api health"
|
|
}
|
|
|
|
cmd_stop() {
|
|
need_apptainer
|
|
local name stopped=0
|
|
for name in "$API_INSTANCE" "$CUOPT_INSTANCE"; do
|
|
if instance_running "$name"; then
|
|
"$APPTAINER" instance stop "$name" >/dev/null && say "stopped $name" && stopped=1
|
|
fi
|
|
done
|
|
[[ $stopped == 1 ]] || say "nothing running"
|
|
}
|
|
|
|
cmd_status() {
|
|
need_apptainer
|
|
step "Instances of $ME"
|
|
"$APPTAINER" instance list
|
|
step "cuOpt $CUOPT_URL"
|
|
local h
|
|
if h="$(http_get "$CUOPT_URL/cuopt/health")"; then say " up: $h"; else say " not answering"; fi
|
|
step "API $QC_API_URL"
|
|
if h="$(http_get "$QC_API_URL/health")"; then
|
|
if command -v python3 >/dev/null 2>&1; then
|
|
printf '%s' "$h" | python3 -c '
|
|
import json, sys
|
|
h = json.load(sys.stdin); s = h.get("store", {}); c = h.get("cuopt", {})
|
|
print(" up: version", h.get("version"), "| base currency", h.get("base_currency"))
|
|
print(" data:", {k: s[k] for k in list(s)[:6]})
|
|
print(" cuOpt seen by the API:", "reachable" if c.get("reachable") else "NOT reachable -> HiGHS")'
|
|
else
|
|
say " up: $h"
|
|
fi
|
|
else
|
|
say " not answering"
|
|
fi
|
|
step "Files"
|
|
say " settings: $CONFIG $([[ -f "$CONFIG" ]] || echo '(missing: defaults in use)')"
|
|
say " data: $QC_DATA ($(du -sh "$QC_DATA" 2>/dev/null | cut -f1 || echo -))"
|
|
say " quantcore: $(qc_mode) mode, $(qc_image)$([[ $(qc_mode) == venv ]] && echo " + $QC_VENV")"
|
|
say " cuOpt: $(cuopt_sif)"
|
|
}
|
|
|
|
cmd_logs() {
|
|
local which="${1:-api}" follow=""
|
|
[[ "${2:-}" == "-f" || "${1:-}" == "-f" ]] && follow=1
|
|
[[ "$which" == "-f" ]] && which=api
|
|
local name="$API_INSTANCE"; [[ "$which" == "cuopt" ]] && name="$CUOPT_INSTANCE"
|
|
local out err
|
|
out="$(instance_log "$name" out || true)"; err="$(instance_log "$name" err || true)"
|
|
[[ -n "$out$err" ]] || die "no logs for $name yet"
|
|
if [[ -n "$follow" ]]; then exec tail -n 50 -F ${out:+"$out"} ${err:+"$err"}; fi
|
|
tail -n 50 ${out:+"$out"} ${err:+"$err"}
|
|
}
|
|
|
|
# --- data -------------------------------------------------------------------------------------
|
|
data_job() { # setup|update [args]: through the running API (which then reloads), else in-process
|
|
local job="$1"; shift
|
|
if http_get "$QC_API_URL/health" >/dev/null; then
|
|
say "the API is running: the $job job runs there, and the API reloads the data when it is done"
|
|
run_qc quantcore-api --url "$QC_API_URL" "$job" --wait "$@"
|
|
else
|
|
run_qc quantcore "$job" "$@"
|
|
fi
|
|
}
|
|
|
|
cmd_data_import() {
|
|
local src="${1:-}" force="${2:-}"
|
|
[[ -n "$src" ]] || die "usage: $0 data-import <quantcore_data.tar.gz | directory> [--force]"
|
|
[[ -e "$src" ]] || die "$src not found"
|
|
mkdir -p "$QC_DATA"
|
|
if ! data_is_empty && [[ "$force" != "--force" ]]; then
|
|
die "$QC_DATA already holds data; add --force to overwrite it"
|
|
fi
|
|
if [[ -d "$src" ]]; then
|
|
cp -a "$src/." "$QC_DATA/"
|
|
else
|
|
tar -xzf "$src" -C "$QC_DATA"
|
|
fi
|
|
say "imported into $QC_DATA ($(du -sh "$QC_DATA" | cut -f1))"
|
|
if instance_running "$API_INSTANCE"; then say "the running API still holds the old data: $0 restart"; fi
|
|
}
|
|
|
|
cmd_data_export() {
|
|
local dst="${1:-quantcore_data.tar.gz}"
|
|
[[ "$dst" = /* ]] || dst="$PWD/$dst"
|
|
tar -czf "$dst" -C "$QC_DATA" --exclude './jobs' --exclude '*.log' .
|
|
say "wrote $dst ($(du -h "$dst" | cut -f1))"
|
|
}
|
|
|
|
cmd_upgrade() { # newest code from the repository, rebuild, restart -- install.sh does all of it
|
|
[[ -f "$REPO_DIR/install.sh" ]] || die "$REPO_DIR/install.sh missing; download the code again"
|
|
exec bash "$REPO_DIR/install.sh" --dir "$REPO_DIR" --no-data "$@"
|
|
}
|
|
|
|
cmd_env() {
|
|
cat <<EOF
|
|
QC_HOME=$QC_HOME
|
|
config=$CONFIG $([[ -f "$CONFIG" ]] || echo '(missing)')
|
|
QC_DATA=$QC_DATA
|
|
QC_IMAGES=$QC_IMAGES
|
|
quantcore=$(qc_mode) mode: $(qc_image) (QC_IMAGE=$QC_IMAGE)
|
|
cuOpt image=$(cuopt_sif) (QC_CUOPT_IMAGE=$QC_CUOPT_IMAGE)
|
|
API=$QC_API_URL
|
|
cuOpt=$CUOPT_URL (QC_CUOPT_START=$QC_CUOPT_START)
|
|
EOF
|
|
compgen -v | grep '^QUANTCORE_' | while read -r v; do say "$v=${!v}"; done
|
|
}
|
|
|
|
usage() {
|
|
cat <<EOF
|
|
quantcore on this DGX Spark (Apptainer, localhost only). Settings: $CONFIG
|
|
|
|
Setup
|
|
install [--force] config, cuOpt image (pull), quantcore image (build or prebuilt), checks
|
|
build rebuild quantcore from this repository (after a code change / git pull)
|
|
pull-cuopt [--force] download the cuOpt image again
|
|
data-import SRC [--force] copy a prepared data set (.tar.gz or directory) into $QC_DATA
|
|
data-export [FILE] pack the data directory (default quantcore_data.tar.gz)
|
|
setup [--offline] build the data set from Yahoo Finance (~15 min, needs internet)
|
|
update [--full] fetch the newest prices / FX
|
|
upgrade newest code from the repository, rebuild, restart (runs install.sh)
|
|
Run
|
|
start | stop | restart cuOpt + API instances
|
|
status instances, health, data, images
|
|
logs [api|cuopt] [-f] instance logs
|
|
Use
|
|
cli COMMAND ... quantcore CLI in the container: status, risk, performance, optimize, snapshot ...
|
|
api COMMAND ... quantcore-api against $QC_API_URL: health, selftest, optimize ...
|
|
python [ARGS] Python with quantcore installed (QUANTCORE_* set as for the API)
|
|
shell a shell in the quantcore container
|
|
env the effective settings
|
|
clean-cache remove Apptainer's download cache (layers of pulled images)
|
|
EOF
|
|
}
|
|
|
|
main() {
|
|
local cmd="${1:-help}"; [[ $# -gt 0 ]] && shift
|
|
case "$cmd" in
|
|
install) cmd_install "$@" ;;
|
|
build) cmd_build ;;
|
|
pull-cuopt) cmd_pull_cuopt "$@" ;;
|
|
start) cmd_start ;;
|
|
stop) cmd_stop ;;
|
|
restart) cmd_stop; cmd_start ;;
|
|
status) cmd_status ;;
|
|
logs) cmd_logs "$@" ;;
|
|
cli) run_qc quantcore "$@" ;;
|
|
api) run_qc quantcore-api --url "$QC_API_URL" "$@" ;;
|
|
python) run_qc python "$@" ;;
|
|
shell) need_apptainer; export_quantcore_env; mapfile -t binds < <(qc_binds)
|
|
exec "$APPTAINER" shell --cleanenv "${binds[@]}" "$(qc_image)" ;;
|
|
setup|update) data_job "$cmd" "$@" ;;
|
|
data-import) cmd_data_import "$@" ;;
|
|
data-export) cmd_data_export "$@" ;;
|
|
has-data) ! data_is_empty ;;
|
|
upgrade) cmd_upgrade "$@" ;;
|
|
env) cmd_env ;;
|
|
clean-cache) need_apptainer; "$APPTAINER" cache clean --force ;;
|
|
help|-h|--help) usage ;;
|
|
*) usage; die "unknown command: $cmd" ;;
|
|
esac
|
|
}
|
|
|
|
main "$@"
|