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ConsciousnessLearn · Explore · Joseph Anady

Janady13/missionmatch / cmd/aioe-backfill/main.go

Source identity, revision, and recovered contents.

GitHub sourceSource text recovered

Source identity

FieldRecorded value
Source typeGitHub source
Original recordJanady13/missionmatch / cmd/aioe-backfill/main.go
DateNot specified in source
RepositoryJanady13/missionmatch
Revision720d47fae476b0d38477ae4401697d372b1ea2bc
Branchfeature/opportunity-to-outcome
Path or archive membercmd/aioe-backfill/main.go
Original SHA-256ada5f20120f22df7be8742a16ef8fe3b4e418006b342b9824bdb87ebcf02e4f2
Git blob SHA672441a71c754bd41cad9064d8c087002a699ae6
Reading-copy SHA-256ada5f20120f22df7be8742a16ef8fe3b4e418006b342b9824bdb87ebcf02e4f2

Original source ↗

Recovered source transcript

// Command aioe-backfill converts an organization's real decision history into outcome_events so the // Adaptive Intelligence Optimization Engine has genuine, attributed evidence on day one instead of a // cold empty ledger. It reads three existing sources, richest first: slate_members human decisions // (approve or reject, with the per dimension scores inline), vendor_submissions lifecycle (placed, // interviewed, rejected), and bid_outcomes win or loss reflected onto approved slate members. // // It follows the alert-sweep pattern: list organizations through the migrator role (which sees every // org), then do the per org work through the NOBYPASSRLS app role under RLS, so one tenant's backfill // can never read or write another's. It is INSERT only and idempotent: every event carries a // deterministic backfill source and key, and a re-run skips what it already produced. Output is per // source COUNTS only, never PII. Pass -org to limit the run to a single organization. // // Env (server side only): MM_DATABASE_URL (the app DSN, NOBYPASSRLS, required), // MM_MIGRATOR_DATABASE_URL (the migrator DSN for listing orgs; falls back to MM_DATABASE_URL). // // Build and run FIPS validated: CGO_ENABLED=0 GOFIPS140=v1.0.0 go build, run with GODEBUG=fips140=on. package main import ( "context" "crypto/fips140" "crypto/pbkdf2" "crypto/sha256" "flag" "log" "os" "strings" "time" "github.com/google/uuid" "github.com/jackc/pgx/v5" "github.com/jackc/pgx/v5/pgxpool" "github.com/missionworkforce/missionmatch/internal/aioe" "github.com/missionworkforce/missionmatch/internal/platform/config" "github.com/missionworkforce/missionmatch/internal/platform/database" "github.com/missionworkforce/missionmatch/internal/platform/tenant" ) func main() { orgFlag := flag.String("org", "", "limit the backfill to a single organization id (default: all orgs)") flag.Parse() if err := fipsSelfTest(); err != nil { log.Fatalf("aioe-backfill: FIPS self test (PBKDF2 HMAC SHA 256) failed: %v", err) } log.Printf("aioe-backfill: fips_enabled=%v module=%s", fips140.Enabled(), fips140.Version()) cfg, err := config.Load() if err != nil { log.Fatalf("aioe-backfill: config: %v", err) } if cfg.AppDatabaseURL == "" { log.Fatal("aioe-backfill: MM_DATABASE_URL (the app DSN) is required") } migDSN := firstNonEmpty(os.Getenv("MM_MIGRATOR_DATABASE_URL"), cfg.AppDatabaseURL) ctx, cancel := context.WithTimeout(context.Background(), 30*time.Minute) defer cancel() appPool, err := database.NewPool(ctx, cfg.AppDatabaseURL) if err != nil { log.Fatalf("aioe-backfill: app pool: %v", err) } defer appPool.Close() if err := database.AssertRole(ctx, appPool, database.AppRoleName()); err != nil { log.Fatalf("aioe-backfill: app pool role check: %v", err) } appDB := tenant.New(appPool) orgIDs, err := listOrgs(ctx, migDSN, *orgFlag) if err != nil { log.Fatalf("aioe-backfill: list orgs: %v", err) } if len(orgIDs) == 0 { log.Print("aioe-backfill: no organizations to backfill") return } var done int var totSlate, totVendor, totBid, totSkip int for _, orgID := range orgIDs { orgCtx := tenant.WithOrg(ctx, orgID.String()) var rep aioe.BackfillReport err := appDB.RunInTenantTx(orgCtx, func(ctx context.Context, tx pgx.Tx) error { var e error rep, e = aioe.BackfillOrg(ctx, tx, "aioe-backfill") return e }) if err != nil { log.Printf("aioe-backfill: org %s failed: %v", orgID, err) continue } done++ totSlate += rep.SlateDecisions totVendor += rep.VendorOutcomes totBid += rep.BidOutcomes totSkip += rep.SkippedExisting if rep.Total() > 0 || rep.SkippedExisting > 0 { log.Printf("aioe-backfill: org %s slate_decisions=%d vendor=%d bid=%d skipped_existing=%d", orgID, rep.SlateDecisions, rep.VendorOutcomes, rep.BidOutcomes, rep.SkippedExisting) } } log.Printf("aioe-backfill: done, %d of %d org(s), slate_decisions=%d vendor=%d bid=%d skipped_existing=%d", done, len(orgIDs), totSlate, totVendor, totBid, totSkip) } func listOrgs(ctx context.Context, migDSN, only string) ([]uuid.UUID, error) { if only != "" { id, err := uuid.Parse(strings.TrimSpace(only)) if err != nil { return nil, err } return []uuid.UUID{id}, nil } pool, err := pgxpool.New(ctx, migDSN) if err != nil { return nil, err } defer pool.Close() rows, err := pool.Query(ctx, "SELECT id FROM organizations ORDER BY id") if err != nil { return nil, err } defer rows.Close() var out []uuid.UUID for rows.Next() { var id uuid.UUID if err := rows.Scan(&id); err != nil { return nil, err } out = append(out, id) } return out, rows.Err() } func firstNonEmpty(vals ...string) string { for _, v := range vals { if s := strings.TrimSpace(v); s != "" { return s } } return "" } func fipsSelfTest() error { _, err := pbkdf2.Key(sha256.New, "aioe-backfill-self-test", []byte("aioe-backfill-salt"), 600000, 32) return err }

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