147 lines
3.1 KiB
Go
147 lines
3.1 KiB
Go
package main
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import (
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"bytes"
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"context"
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"encoding/json"
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"flag"
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"fmt"
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"html/template"
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"math"
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"os"
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"os/signal"
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"strings"
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"syscall"
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"google.golang.org/genai"
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)
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func main() {
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ctx, can := signal.NotifyContext(context.Background(), syscall.SIGINT)
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defer can()
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if err := run(ctx); err != nil && ctx.Err() == nil {
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panic(err)
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}
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}
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func run(ctx context.Context) error {
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fs := flag.NewFlagSet(os.Args[0], flag.ContinueOnError)
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n := fs.Int("n", 1, "loops")
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model := fs.String("m", "gemini-2.5-flash", "model to use")
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if err := fs.Parse(os.Args[1:]); err != nil {
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return err
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}
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city := strings.Title(fs.Args()[0])
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client, err := genai.NewClient(ctx, nil)
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if err != nil {
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return err
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}
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descriptors := []string{
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`Literally poison in the air that politicians are adamant against doing anything to mitigate`,
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`Drought worst-case`,
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`Wildfire risk`,
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`Hurricane`,
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`Earthquake`,
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`Tornado`,
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`Crime`,
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`Consistent Air Pollution`,
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`Transient Air Pollution (from wildfires, etc)`,
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`Colorado river distribution conflict / reduced capacity`,
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`PFAS`,
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`Homelessness`,
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`Neighbors disappointed in church attendance`,
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`Hot`,
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`Personal gripes`,
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`Alcohol universal`,
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`Few traffic destination hubs`,
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`Popularity of booze`,
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`Tourist destination (eg Branson-like)`,
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`Weed universal`,
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`Greater cost of living than Utah`,
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`Traffic >= Bend at 3k/sqmi`,
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`Lots of schools`,
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`Coffee shops`,
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`Yummy resturaunts`,
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`Board game stores`,
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`Home for < 400k`,
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`20min drive to fun`,
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`Would we get out and be active? Bike++`,
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`Close airport`,
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`DnD Players`,
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`Trees!`,
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`Population is college educated`,
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`Home for < 600k`,
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`Software developers per capita`,
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`Fiber-speed internet`,
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`Organic Groceries`,
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`Close hospital for emergency situations`,
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`Home for < 800`,
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`Hematologist reasonably close`,
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`Does it have the vibes?`,
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`Concrete Jungle`,
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}
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tmpl, err := template.New("tmpl").Parse(`
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For the city {{.City}}, answer the following descriptors '1' for true or '0' for false. Output only a JSON object mapping descriptors to answers.
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{{ range .Descriptors -}}
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* {{ . }}
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{{ end }}
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`)
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if err != nil {
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return err
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}
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w := bytes.NewBuffer(nil)
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if err := tmpl.Execute(w, map[string]any{
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"City": city,
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"Descriptors": descriptors,
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}); err != nil {
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return err
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}
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//panic(w.String())
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results := make([][]float64, len(descriptors))
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for i := 0; i < *n; i++ {
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result, err := client.Models.GenerateContent(
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ctx,
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*model,
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genai.Text(w.String()),
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nil,
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)
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if err != nil {
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return err
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}
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text := "{" + strings.Split(strings.Split(result.Text(), "{")[1], "}")[0] + "}"
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var m map[string]any
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if err := json.Unmarshal([]byte(text), &m); err != nil {
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return err
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}
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for j, d := range descriptors {
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if v, ok := m[d]; ok {
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k := fmt.Sprint(v)
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if k == "1" {
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results[j] = append(results[j], 1.0)
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} else {
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results[j] = append(results[j], 0.0)
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}
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}
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}
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}
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//log.Println(text)
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for i := range descriptors {
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sum := 0.0
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for j := range results[i] {
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sum += results[i][j]
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}
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avg := sum / float64(len(results[i]))
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fmt.Println(math.Round(avg))
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}
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return ctx.Err()
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}
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