| // Copyright 2024 The Go Authors. All rights reserved. |
| // Use of this source code is governed by a BSD-style |
| // license that can be found in the LICENSE file. |
| |
| package github |
| |
| import ( |
| "bytes" |
| "context" |
| "embed" |
| "encoding/json" |
| "fmt" |
| "log" |
| "strings" |
| "text/template" |
| |
| "golang.org/x/oscar/internal/llm" |
| "golang.org/x/oscar/internal/storage" |
| ) |
| |
| // TODO: this is a one-shot request/response version of this feature. |
| // Implement the version that comments on issues as they come in. |
| |
| // IssueRulesResult is the result of [IssueRules]. |
| // It contains the text (in markdown format) of a response to |
| // that issue mentioning any applicable rules that were violated. |
| // If Response=="", then nothing to report. |
| type IssueRulesResult struct { |
| *Issue // the issue itself |
| Response string |
| } |
| |
| // IssueRules returns text describing the set of rules that the issue does not currently satisfy. |
| // It does not make any requests to GitHub; the issue must already be stored in db. |
| func IssueRules(ctx context.Context, llm llm.TextGenerator, db storage.DB, project string, issue int64) (*IssueRulesResult, error) { |
| var result IssueRulesResult |
| |
| // Find issue in database. |
| i, err := LookupIssue(db, project, issue) |
| if err != nil { |
| return nil, err |
| } |
| result.Issue = i |
| if i.PullRequest != nil { |
| result.Response += "## Issue response text\n**None required (pull request)**" |
| return &result, nil |
| } |
| |
| // Extract issue text into a string. |
| var issueText bytes.Buffer |
| err = template.Must(template.New("prompt").Parse(body)).Execute(&issueText, bodyArgs{ |
| Title: i.Title, |
| Body: i.Body, |
| }) |
| if err != nil { |
| return nil, err |
| } |
| |
| // Build system prompt to ask about the issue kind. |
| var systemPrompt bytes.Buffer |
| systemPrompt.WriteString(kindPrompt) |
| for _, kind := range rulesConfig.IssueKinds { |
| fmt.Fprintf(&systemPrompt, "%s: %s", kind.Name, kind.Text) |
| if kind.Details != "" { |
| fmt.Fprintf(&systemPrompt, " (%s)", kind.Details) |
| } |
| systemPrompt.WriteString("\n") |
| } |
| |
| // Ask about the kind of issue. |
| res, err := llm.GenerateText(ctx, systemPrompt.String(), issueText.String()) |
| if err != nil { |
| return nil, fmt.Errorf("llm request failed: %w\n", err) |
| } |
| firstLine, remainingLines, _ := strings.Cut(res, "\n") |
| |
| // Parse the result. |
| var kind IssueKind |
| for _, k := range rulesConfig.IssueKinds { |
| if firstLine == k.Name { |
| kind = k |
| break |
| } |
| } |
| if kind.Name == "" { |
| log.Printf("kind %q response not valid", firstLine) |
| return nil, fmt.Errorf("llm returned invalid kind: %s", firstLine) |
| // TODO: just return Response=="" if LLM isn't obeying the prompt? |
| } |
| |
| // For now, report the classification. We won't do this in the final version. |
| result.Response += fmt.Sprintf("## Classification\n**%s**\n\n> %s\n\n", kind.Name, remainingLines) |
| |
| // Now that we know the kind, ask about each of the rules for the kind. |
| var failed []Rule |
| var failedReason []string |
| for _, rule := range kind.Rules { |
| // Build system prompt to ask about rule violations. |
| systemPrompt.Reset() |
| systemPrompt.WriteString(fmt.Sprintf(rulePrompt, rule.Text, rule.Details)) |
| |
| res, err := llm.GenerateText(ctx, systemPrompt.String(), issueText.String()) |
| if err != nil { |
| return nil, fmt.Errorf("llm request failed: %w\n", err) |
| } |
| firstLine, remainingLines, _ := strings.Cut(res, "\n") |
| switch firstLine { |
| default: |
| // LLM failed. Treat as a "yes" so we don't spam |
| // people when the LLM is the problem. |
| log.Printf("invalid LLM response: %q", firstLine) |
| fallthrough |
| case "yes": |
| // Issue does satisfy the rule, nothing to do. |
| case "no": |
| failed = append(failed, rule) |
| failedReason = append(failedReason, remainingLines) |
| } |
| } |
| |
| if len(failed) == 0 { |
| result.Response += "## Issue response text\n**None required**" |
| return &result, nil |
| } |
| |
| var response bytes.Buffer |
| fmt.Fprintf(&response, conversationText1) |
| for i, rule := range failed { |
| fmt.Fprintf(&response, "- %s\n\n", rule.Text) |
| fmt.Fprintf(&response, " > %s\n\n", failedReason[i]) |
| } |
| fmt.Fprintf(&response, conversationText2) |
| result.Response += "## Issue response text\n" + response.String() |
| |
| return &result, nil |
| } |
| |
| //go:embed static/* |
| var staticFS embed.FS |
| |
| // TODO: put some of these in the staticFS |
| const kindPrompt = ` |
| Your job is to categorize Go issues. |
| The issue is described by a title and a body. |
| The issue body is encoded in markdown. |
| Report the category of the issue on a line by itself, followed by an explanation of your decision. |
| Each category and its description are listed below. |
| |
| ` |
| |
| const rulePrompt = ` |
| Your job is to decide whether a Go issue follows this rule: %s (%s) |
| The issue is described by a title and a body. |
| Report whether the issue is following the rule or not, with a single "yes" or "no" |
| on a line by itself, followed by an explanation of your decision. |
| ` |
| |
| const conversationText1 = ` |
| We've identified some possible problems with your issue report. Please review |
| these findings and fix any that you think are appropriate to fix. |
| |
| ` |
| const conversationText2 = ` |
| (I'm just a bot; you probably know better than I do whether these findings really need fixing.) |
| |
| (TODO: Emoji vote if this was helpful or unhelpful.) |
| |
| ` |
| |
| const body = ` |
| The title of the issue is: {{.Title}} |
| The body of the issue is: {{.Body}} |
| ` |
| |
| type bodyArgs struct { |
| Title string |
| Body string |
| } |
| |
| // Structure of JSON configuration file in static/ruleset.json |
| type RulesConfig struct { |
| IssueKinds []IssueKind |
| } |
| type IssueKind struct { |
| Name string // name of this kind of issue |
| Text string // one-line description of this kind of issue |
| Details string // additional text describing kind of issue to the LLM |
| Rules []Rule // rules that apply to this kind |
| Ignore bool // don't bother commenting on this kind of issue (just Rules==nil?) |
| } |
| type Rule struct { |
| Text string // what we would show to a user |
| Details string // additional text for the LLM |
| } |
| |
| var rulesConfig RulesConfig |
| |
| func init() { |
| content, err := staticFS.ReadFile("static/ruleset.json") |
| if err != nil { |
| log.Fatal(err) |
| } |
| err = json.Unmarshal(content, &rulesConfig) |
| if err != nil { |
| log.Fatal(err) |
| } |
| } |