]> git.giacomolli.uk - onechat/blob - model.go
Check test assertions with testifylint
[onechat] / model.go
1 package main
2
3 import (
4 "bufio"
5 "bytes"
6 "context"
7 "encoding/json"
8 "errors"
9 "fmt"
10 "io"
11 "net/http"
12 "os"
13 "path/filepath"
14 "strings"
15 "sync"
16 "sync/atomic"
17 "time"
18 )
19
20 const (
21 // modelChatGPTURL is the Responses endpoint of the ChatGPT backend.
22 modelChatGPTURL = "https://chatgpt.com/backend-api/codex/responses"
23
24 // modelAPIURL is the Responses endpoint of the OpenAI API.
25 modelAPIURL = "https://api.openai.com/v1/responses"
26
27 // modelQuotaPrefix starts the names of the quota headers of the ChatGPT
28 // backend, in canonical form.
29 modelQuotaPrefix = "X-Codex-"
30
31 // modelTurnStateHeader is an x-codex-* header that holds an opaque
32 // state of the backend, not quota.
33 modelTurnStateHeader = "X-Codex-Turn-State"
34
35 // modelErrorBytes is the most bytes of an error response that go into
36 // the error.
37 modelErrorBytes = 4096
38 )
39
40 // errModelCallLimit tells that a client sent its limit of calls.
41 var errModelCallLimit = errors.New("call limit reached")
42
43 // modelEndpoint returns the URL and the authorizer of the endpoint in config.
44 // The ChatGPT backend uses the token file in dir. The OpenAI API uses the key in
45 // OPENAI_API_KEY, and there is no fallback from one to the other. All clients
46 // share the authorizer, so one refresh runs at a time.
47 func modelEndpoint(config Config, dir string) (string, ModelAuthorizer, error) {
48 if config.Endpoint == configEndpointAPI {
49 key := os.Getenv("OPENAI_API_KEY")
50 if key == "" {
51 return "", nil, errors.New("endpoint api needs OPENAI_API_KEY")
52 }
53
54 return modelAPIURL, ModelAPIKey(key), nil
55 }
56
57 return modelChatGPTURL, newChatGPTAuth(filepath.Join(dir, chatgptTokenFileName), chatgptIssuer), nil
58 }
59
60 // newModelClient returns a client for the Responses endpoint at url. It records
61 // each call in the usage file at usagePath.
62 func newModelClient(url string, auth ModelAuthorizer, cacheKey, usagePath string) *ModelClient {
63 return &ModelClient{
64 url: url,
65 auth: auth,
66 cacheKey: cacheKey,
67 usage: &ModelUsageLog{
68 path: usagePath,
69 },
70 http: &http.Client{},
71 }
72 }
73
74 // modelUserMessage returns a user input item with one text part for each text.
75 func modelUserMessage(texts ...string) any {
76 type part struct {
77 Type string `json:"type"`
78 Text string `json:"text"`
79 }
80
81 content := make([]part, len(texts))
82 for n, text := range texts {
83 content[n] = part{
84 Type: "input_text",
85 Text: text,
86 }
87 }
88
89 return struct {
90 Role string `json:"role"`
91 Content []part `json:"content"`
92 }{
93 Role: "user",
94 Content: content,
95 }
96 }
97
98 // modelOutputText returns the text of the message items of output.
99 func modelOutputText(output []json.RawMessage) (string, error) {
100 var text strings.Builder
101 for _, raw := range output {
102 var item ModelOutputItem
103 err := json.Unmarshal(raw, &item)
104 if err != nil {
105 return "", fmt.Errorf("decode output item: %w", err)
106 }
107
108 if item.Type != "message" {
109 continue
110 }
111
112 for _, part := range item.Content {
113 if part.Type == "output_text" {
114 text.WriteString(part.Text)
115 }
116 }
117 }
118
119 return text.String(), nil
120 }
121
122 // ModelAuthorizer adds the credentials of a model call to the headers of its
123 // request.
124 type ModelAuthorizer interface {
125 Authorize(ctx context.Context, header http.Header) error
126 }
127
128 // ModelAPIKey authorizes calls to the OpenAI API with a key.
129 type ModelAPIKey string
130
131 // Authorize sets the key as the bearer token.
132 func (k ModelAPIKey) Authorize(ctx context.Context, header http.Header) error {
133 header.Set("Authorization", "Bearer "+string(k))
134 return ctx.Err()
135 }
136
137 // ModelClient sends model calls to a Responses endpoint for one agent. The
138 // ChatGPT backend and the OpenAI API take the same request body and differ only
139 // in the URL and the credentials. Every call sends the fixed cache key of the
140 // agent, so the turns and the compactions of the agent share one prompt cache.
141 // A call of a subagent sends the key of the agent with "-" and the name of the
142 // subagent, so that the calls of a subagent do not share a cache entry with the
143 // calls of the agent that run at the same time. The ChatGPT backend caches only
144 // with the key in the session_id header, so a call to it sends the key there
145 // and in the body. Every call is recorded in the usage file.
146 //
147 // The request never holds max_output_tokens or metadata, because the ChatGPT
148 // backend refuses them. It sets store to false, so the client sends the whole
149 // input on each call, and it asks for the encrypted reasoning, so a later call
150 // can send the reasoning items back.
151 type ModelClient struct {
152 url string
153 auth ModelAuthorizer
154 cacheKey string
155 usage *ModelUsageLog
156 http *http.Client
157 limit int64
158 calls atomic.Int64
159 }
160
161 // LimitCalls makes the client refuse each call after the first limit calls.
162 func (c *ModelClient) LimitCalls(limit int64) {
163 c.limit = limit
164 }
165
166 // LimitReached tells if the client refuses further calls.
167 func (c *ModelClient) LimitReached() bool {
168 return c.limit > 0 && c.calls.Load() >= c.limit
169 }
170
171 // CallLimit returns the configured call limit, or zero for no limit.
172 func (c *ModelClient) CallLimit() int64 {
173 return c.limit
174 }
175
176 // UsagePath returns the file that records the calls of this client.
177 func (c *ModelClient) UsagePath() string {
178 return c.usage.path
179 }
180
181 // Create sends the call and reads its event stream to the end. Over the call
182 // limit it sends nothing and returns errModelCallLimit.
183 func (c *ModelClient) Create(ctx context.Context, request ModelRequest) (ModelResponse, error) {
184 if c.calls.Add(1) > c.limit && c.limit > 0 {
185 return ModelResponse{}, errModelCallLimit
186 }
187
188 cacheKey := c.cacheKey
189 if request.Agent != "" {
190 cacheKey += "-" + request.Agent
191 }
192
193 body, err := json.Marshal(ModelRequestBody{
194 Model: request.Model,
195 Instructions: request.Instructions,
196 Input: request.Input,
197 Tools: request.Tools,
198 Reasoning: ModelReasoning{
199 Effort: request.Effort,
200 },
201 Store: false,
202 Stream: true,
203 Include: []string{"reasoning.encrypted_content"},
204 PromptCacheKey: cacheKey,
205 })
206 if err != nil {
207 return ModelResponse{}, fmt.Errorf("encode request: %w", err)
208 }
209
210 httpRequest, err := http.NewRequestWithContext(ctx, http.MethodPost, c.url, bytes.NewReader(body))
211 if err != nil {
212 return ModelResponse{}, fmt.Errorf("create request: %w", err)
213 }
214
215 httpRequest.Header.Set("Content-Type", "application/json")
216 httpRequest.Header.Set("Accept", "text/event-stream")
217 err = c.auth.Authorize(ctx, httpRequest.Header)
218 if err != nil {
219 return ModelResponse{}, fmt.Errorf("authorize model call: %w", err)
220 }
221
222 _, chatgpt := c.auth.(*ChatGPTAuth)
223 if chatgpt {
224 httpRequest.Header.Set("session_id", cacheKey)
225 }
226
227 start := time.Now()
228 record := ModelUsageRecord{
229 Date: start.Format(time.RFC3339Nano),
230 Model: request.Model,
231 }
232
233 if request.Node != nil {
234 record.Node = &[2]int{request.Node.level, request.Node.index}
235 }
236
237 record.Turn = request.Turn
238 record.Agent = request.Agent
239 response, err := c.send(httpRequest, &record)
240 if err != nil {
241 record.Error = err.Error()
242 }
243
244 record.Seconds = time.Since(start).Seconds()
245 record.InputTokens = response.Usage.Input
246 record.CachedTokens = response.Usage.Cached
247 record.OutputTokens = response.Usage.Output
248 record.TextBytes = len(response.Text)
249
250 return response, errors.Join(err, c.usage.Write(record))
251 }
252
253 // send makes the HTTP call and reads its stream. It puts the status and the
254 // quota headers into record.
255 func (c *ModelClient) send(httpRequest *http.Request, record *ModelUsageRecord) (response ModelResponse, err error) {
256 httpResponse, err := c.http.Do(httpRequest)
257 if err != nil {
258 return ModelResponse{}, fmt.Errorf("send model call: %w", err)
259 }
260
261 defer func() {
262 err = errors.Join(err, httpResponse.Body.Close())
263 }()
264
265 record.Status = httpResponse.StatusCode
266 record.Quota = modelQuotaHeaders(httpResponse.Header)
267 if httpResponse.StatusCode != http.StatusOK {
268 text, readErr := io.ReadAll(io.LimitReader(httpResponse.Body, modelErrorBytes))
269 err = fmt.Errorf("model call: HTTP %d: %s", httpResponse.StatusCode, strings.TrimSpace(string(text)))
270
271 return ModelResponse{}, errors.Join(err, readErr)
272 }
273
274 return modelReadStream(httpResponse.Body)
275 }
276
277 // ModelUsageLog appends one JSON line for each model call to usage.jsonl. Calls
278 // can run at once, so a mutex serializes the writes.
279 type ModelUsageLog struct {
280 mutex sync.Mutex
281 path string
282 }
283
284 // Write appends record to the file with one write.
285 func (u *ModelUsageLog) Write(record ModelUsageRecord) (err error) {
286 line, err := json.Marshal(record)
287 if err != nil {
288 return fmt.Errorf("encode usage: %w", err)
289 }
290
291 u.mutex.Lock()
292 defer u.mutex.Unlock()
293
294 file, err := os.OpenFile(u.path, os.O_CREATE|os.O_WRONLY|os.O_APPEND, 0o600)
295 if err != nil {
296 return fmt.Errorf("open usage file: %w", err)
297 }
298
299 defer func() {
300 err = errors.Join(err, file.Close())
301 }()
302
303 _, err = file.Write(append(line, '\n'))
304 if err != nil {
305 return fmt.Errorf("write usage: %w", err)
306 }
307
308 return nil
309 }
310
311 // ModelOutputItem holds the fields of an output item that give its text.
312 type ModelOutputItem struct {
313 Type string `json:"type"`
314 Content []struct {
315 Type string `json:"type"`
316 Text string `json:"text"`
317 } `json:"content"`
318 }
319
320 // ModelRequest is one model call. Input holds the input items in order, such as
321 // modelUserMessage values or output items of an earlier response. Node names
322 // the node that a compaction builds, or is nil. Turn names the request of a
323 // turn: first or next. Agent names the subagent that makes the call, or is
324 // empty for a call of the agent itself. Node, Turn, and Agent go to the usage
325 // file, never to the endpoint as fields. Agent also gives the call the cache
326 // key of its subagent.
327 type ModelRequest struct {
328 Model string
329 Effort string
330 Instructions string
331 Tools []ModelTool
332 Input []any
333 Node *NodeKey
334 Turn string
335 Agent string
336 }
337
338 // ModelResponse is the result of a model call. Output holds the output items as
339 // the endpoint sent them. Text is the text of the message items.
340 type ModelResponse struct {
341 Output []json.RawMessage
342 Text string
343 Usage ModelUsage
344 }
345
346 // ModelRequestBody is the JSON body of a call.
347 type ModelRequestBody struct {
348 Model string `json:"model"`
349 Instructions string `json:"instructions"`
350 Input []any `json:"input"`
351 Tools []ModelTool `json:"tools"`
352 Reasoning ModelReasoning `json:"reasoning"`
353 Store bool `json:"store"`
354 Stream bool `json:"stream"`
355 Include []string `json:"include"`
356 PromptCacheKey string `json:"prompt_cache_key"`
357 }
358
359 type ModelReasoning struct {
360 Effort string `json:"effort"`
361 }
362
363 // ModelUsageRecord is one line of usage.jsonl. Date is the start of the call,
364 // and Seconds its length. Node is the node [l, i] of a compaction. Status is
365 // the HTTP status, or 0 when no response came. TextBytes is the size of the
366 // text of the reply. Turn names the request of a turn. Agent names the subagent
367 // of the call. Quota holds the x-codex-* headers of the response, without the
368 // turn state.
369 type ModelUsageRecord struct {
370 Date string `json:"date"`
371 Seconds float64 `json:"seconds"`
372 Model string `json:"model"`
373 Node *[2]int `json:"node,omitempty"`
374 Turn string `json:"turn,omitempty"`
375 Agent string `json:"agent,omitempty"`
376 Status int `json:"status"`
377 InputTokens int `json:"input_tokens"`
378 CachedTokens int `json:"cached_tokens"`
379 OutputTokens int `json:"output_tokens"`
380 TextBytes int `json:"text_bytes"`
381 Quota map[string]string `json:"quota,omitempty"`
382 Error string `json:"error,omitempty"`
383 }
384
385 // ModelTool is the definition of a function tool.
386 type ModelTool struct {
387 Type string `json:"type"`
388 Name string `json:"name"`
389 Description string `json:"description"`
390 Parameters any `json:"parameters"`
391 Strict bool `json:"strict"`
392 }
393
394 // ModelUsage gives the token counts of a call. Cached is the part of the input
395 // tokens that came from the prompt cache.
396 type ModelUsage struct {
397 Input int
398 Cached int
399 Output int
400 }
401
402 // ModelStreamEvent holds the fields of the stream events that the client reads.
403 type ModelStreamEvent struct {
404 Type string `json:"type"`
405 Item json.RawMessage `json:"item"`
406 Response *ModelEventResponse `json:"response"`
407 Code string `json:"code"`
408 Message string `json:"message"`
409 }
410
411 type ModelEventResponse struct {
412 Output []json.RawMessage `json:"output"`
413 Usage *ModelWireUsage `json:"usage"`
414 Error *ModelWireError `json:"error"`
415 IncompleteDetails *struct {
416 Reason string `json:"reason"`
417 } `json:"incomplete_details"`
418 }
419
420 type ModelWireUsage struct {
421 InputTokens int `json:"input_tokens"`
422 OutputTokens int `json:"output_tokens"`
423 InputTokensDetails struct {
424 CachedTokens int `json:"cached_tokens"`
425 } `json:"input_tokens_details"`
426 }
427
428 type ModelWireError struct {
429 Code string `json:"code"`
430 Message string `json:"message"`
431 }
432
433 // modelQuotaHeaders returns the x-codex-* headers, with lowercase names,
434 // without the turn state.
435 func modelQuotaHeaders(header http.Header) map[string]string {
436 var quota map[string]string
437 for name, values := range header {
438 if !strings.HasPrefix(name, modelQuotaPrefix) || name == modelTurnStateHeader || len(values) == 0 {
439 continue
440 }
441
442 if quota == nil {
443 quota = make(map[string]string)
444 }
445
446 quota[strings.ToLower(name)] = values[0]
447 }
448
449 return quota
450 }
451
452 // modelReadStream reads the server-sent events of a call until the response
453 // completes. The output items come from the output_item.done events, or from
454 // the completed response when the stream sent none.
455 func modelReadStream(stream io.Reader) (ModelResponse, error) {
456 var response ModelResponse
457 reader := bufio.NewReader(stream)
458 var data bytes.Buffer
459 for {
460 line, err := reader.ReadBytes('\n')
461 if err != nil && !errors.Is(err, io.EOF) {
462 return response, fmt.Errorf("read event stream: %w", err)
463 }
464
465 line = bytes.TrimRight(line, "\r\n")
466 if len(line) > 0 {
467 value, found := bytes.CutPrefix(line, []byte("data:"))
468 if found {
469 data.Write(bytes.TrimPrefix(value, []byte(" ")))
470 data.WriteByte('\n')
471 }
472 } else if data.Len() > 0 {
473 done, eventErr := modelReadEvent(&response, data.Bytes())
474 data.Reset()
475 if eventErr != nil || done {
476 return response, eventErr
477 }
478 }
479
480 if errors.Is(err, io.EOF) {
481 return response, errors.New("event stream ended before the response completed")
482 }
483 }
484 }
485
486 // modelReadEvent adds one stream event to response, and tells if it ends the
487 // stream.
488 func modelReadEvent(response *ModelResponse, data []byte) (bool, error) {
489 var event ModelStreamEvent
490 err := json.Unmarshal(data, &event)
491 if err != nil {
492 return true, fmt.Errorf("decode stream event: %w", err)
493 }
494
495 switch event.Type {
496 case "response.output_item.done":
497 response.Output = append(response.Output, event.Item)
498 case "response.completed":
499 if event.Response == nil {
500 return true, errors.New("completed event without a response")
501 }
502
503 if len(response.Output) == 0 {
504 response.Output = event.Response.Output
505 }
506
507 if event.Response.Usage != nil {
508 response.Usage = ModelUsage{
509 Input: event.Response.Usage.InputTokens,
510 Cached: event.Response.Usage.InputTokensDetails.CachedTokens,
511 Output: event.Response.Usage.OutputTokens,
512 }
513 }
514
515 response.Text, err = modelOutputText(response.Output)
516
517 return true, err
518 case "response.incomplete":
519 reason := "unknown"
520 if event.Response != nil && event.Response.IncompleteDetails != nil {
521 reason = event.Response.IncompleteDetails.Reason
522 }
523
524 return true, fmt.Errorf("response incomplete: %s", reason)
525 case "response.failed":
526 message := "no details"
527 if event.Response != nil && event.Response.Error != nil {
528 message = event.Response.Error.Code + ": " + event.Response.Error.Message
529 }
530
531 return true, fmt.Errorf("response failed: %s", message)
532 case "error":
533 return true, fmt.Errorf("stream error: %s: %s", event.Code, event.Message)
534 }
535
536 return false, nil
537 }