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# fluxrec tasks. Convention: one comment per recipe, 3–4 words max.
# Details live in README.md, not here.
# Build binary
build:
go build -o fluxrec .
# Run tests
test:
go test ./...
# Format code
fmt:
go fmt ./...
# Vet code
vet:
go vet ./...
# Remove binary
clean:
rm -f fluxrec
# Smoke-score a title
score TITLE MODEL="model.json":
echo "{{TITLE}}" | go run . score --model {{MODEL}}
# Print auth exports
auth:
@echo 'export MFLUX_URL="https://your-miniflux-host" # base URL, no trailing slash'
@echo 'read -s MFLUX_TOKEN && export MFLUX_TOKEN # Settings -> API Keys; input hidden'
# Assert Miniflux credentials
check-auth:
@test -n "${MINIFLUX_URL:-${MFLUX_URL:-}}" -a -n "${MINIFLUX_TOKEN:-${MFLUX_TOKEN:-}}" || { echo "not authed; run: just auth"; exit 1; }
@echo "auth ok (URL=${MINIFLUX_URL:-${MFLUX_URL:-}})"
# Capture dev fixtures
dump-fixtures DIR="testdata": check-auth
go run . export --dump-raw {{DIR}}
# Hand-star aid
retrostar LIMIT="50":
go run . retrostar --limit {{LIMIT}}
# Per-feed star audit
feeds DAYS="180" MIN_PER_DAY="0.05" MIN_SEEN="0": check-auth
go run . feeds --days {{DAYS}} --min-per-day {{MIN_PER_DAY}} --min-seen {{MIN_SEEN}}
# export + compact + train
retrain: check-auth
go run . export
go run . compact-labels
go run . train labels.jsonl
@echo "report: report.json — check precision@15 >= 0.10 before shipping"
# scp model to server
deploy SERVER:
scp model.json {{SERVER}}:~/fluxrec-data/
# Recreate serve container
restart SERVER:
ssh {{SERVER}} 'cd ~/services && docker-compose up -d --force-recreate fluxrec'
# Rebuild + recreate image
rebuild SERVER:
ssh {{SERVER}} 'cd ~/services && git pull && docker-compose build --no-cache fluxrec && docker-compose up -d --force-recreate fluxrec'
# deploy + restart
ship SERVER: (deploy SERVER) (restart SERVER)
@echo "model shipped; serve restarted — watch /api/status next run"
# retrain + ship
refresh SERVER: retrain (ship SERVER)
@echo "refreshed: retrained locally + model shipped to {{SERVER}}"
# Show serve status
status REC_URL:
curl -sS {{REC_URL}}/api/status | python3 -m json.tool
# Poll out of schedule
poll-now REC_URL:
curl -sS -X POST {{REC_URL}}/api/poll
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