forked from sashabaranov/go-openai
-
Notifications
You must be signed in to change notification settings - Fork 0
/
batch.go
271 lines (239 loc) · 7.3 KB
/
batch.go
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
package openai
import (
"bytes"
"context"
"encoding/json"
"fmt"
"net/http"
"net/url"
)
const batchesSuffix = "/batches"
type BatchEndpoint string
const (
BatchEndpointChatCompletions BatchEndpoint = "/v1/chat/completions"
BatchEndpointCompletions BatchEndpoint = "/v1/completions"
BatchEndpointEmbeddings BatchEndpoint = "/v1/embeddings"
)
type BatchLineItem interface {
MarshalBatchLineItem() []byte
}
type BatchChatCompletionRequest struct {
CustomID string `json:"custom_id"`
Body ChatCompletionRequest `json:"body"`
Method string `json:"method"`
URL BatchEndpoint `json:"url"`
}
func (r BatchChatCompletionRequest) MarshalBatchLineItem() []byte {
marshal, _ := json.Marshal(r)
return marshal
}
type BatchCompletionRequest struct {
CustomID string `json:"custom_id"`
Body CompletionRequest `json:"body"`
Method string `json:"method"`
URL BatchEndpoint `json:"url"`
}
func (r BatchCompletionRequest) MarshalBatchLineItem() []byte {
marshal, _ := json.Marshal(r)
return marshal
}
type BatchEmbeddingRequest struct {
CustomID string `json:"custom_id"`
Body EmbeddingRequest `json:"body"`
Method string `json:"method"`
URL BatchEndpoint `json:"url"`
}
func (r BatchEmbeddingRequest) MarshalBatchLineItem() []byte {
marshal, _ := json.Marshal(r)
return marshal
}
type Batch struct {
ID string `json:"id"`
Object string `json:"object"`
Endpoint BatchEndpoint `json:"endpoint"`
Errors *struct {
Object string `json:"object,omitempty"`
Data []struct {
Code string `json:"code,omitempty"`
Message string `json:"message,omitempty"`
Param *string `json:"param,omitempty"`
Line *int `json:"line,omitempty"`
} `json:"data"`
} `json:"errors"`
InputFileID string `json:"input_file_id"`
CompletionWindow string `json:"completion_window"`
Status string `json:"status"`
OutputFileID *string `json:"output_file_id"`
ErrorFileID *string `json:"error_file_id"`
CreatedAt int `json:"created_at"`
InProgressAt *int `json:"in_progress_at"`
ExpiresAt *int `json:"expires_at"`
FinalizingAt *int `json:"finalizing_at"`
CompletedAt *int `json:"completed_at"`
FailedAt *int `json:"failed_at"`
ExpiredAt *int `json:"expired_at"`
CancellingAt *int `json:"cancelling_at"`
CancelledAt *int `json:"cancelled_at"`
RequestCounts BatchRequestCounts `json:"request_counts"`
Metadata map[string]any `json:"metadata"`
}
type BatchRequestCounts struct {
Total int `json:"total"`
Completed int `json:"completed"`
Failed int `json:"failed"`
}
type CreateBatchRequest struct {
InputFileID string `json:"input_file_id"`
Endpoint BatchEndpoint `json:"endpoint"`
CompletionWindow string `json:"completion_window"`
Metadata map[string]any `json:"metadata"`
}
type BatchResponse struct {
httpHeader
Batch
}
// CreateBatch — API call to Create batch.
func (c *Client) CreateBatch(
ctx context.Context,
request CreateBatchRequest,
) (response BatchResponse, err error) {
if request.CompletionWindow == "" {
request.CompletionWindow = "24h"
}
req, err := c.newRequest(ctx, http.MethodPost, c.fullURL(batchesSuffix), withBody(request))
if err != nil {
return
}
err = c.sendRequest(req, &response)
return
}
type UploadBatchFileRequest struct {
FileName string
Lines []BatchLineItem
}
func (r *UploadBatchFileRequest) MarshalJSONL() []byte {
buff := bytes.Buffer{}
for i, line := range r.Lines {
if i != 0 {
buff.Write([]byte("\n"))
}
buff.Write(line.MarshalBatchLineItem())
}
return buff.Bytes()
}
func (r *UploadBatchFileRequest) AddChatCompletion(customerID string, body ChatCompletionRequest) {
r.Lines = append(r.Lines, BatchChatCompletionRequest{
CustomID: customerID,
Body: body,
Method: "POST",
URL: BatchEndpointChatCompletions,
})
}
func (r *UploadBatchFileRequest) AddCompletion(customerID string, body CompletionRequest) {
r.Lines = append(r.Lines, BatchCompletionRequest{
CustomID: customerID,
Body: body,
Method: "POST",
URL: BatchEndpointCompletions,
})
}
func (r *UploadBatchFileRequest) AddEmbedding(customerID string, body EmbeddingRequest) {
r.Lines = append(r.Lines, BatchEmbeddingRequest{
CustomID: customerID,
Body: body,
Method: "POST",
URL: BatchEndpointEmbeddings,
})
}
// UploadBatchFile — upload batch file.
func (c *Client) UploadBatchFile(ctx context.Context, request UploadBatchFileRequest) (File, error) {
if request.FileName == "" {
request.FileName = "@batchinput.jsonl"
}
return c.CreateFileBytes(ctx, FileBytesRequest{
Name: request.FileName,
Bytes: request.MarshalJSONL(),
Purpose: PurposeBatch,
})
}
type CreateBatchWithUploadFileRequest struct {
Endpoint BatchEndpoint `json:"endpoint"`
CompletionWindow string `json:"completion_window"`
Metadata map[string]any `json:"metadata"`
UploadBatchFileRequest
}
// CreateBatchWithUploadFile — API call to Create batch with upload file.
func (c *Client) CreateBatchWithUploadFile(
ctx context.Context,
request CreateBatchWithUploadFileRequest,
) (response BatchResponse, err error) {
var file File
file, err = c.UploadBatchFile(ctx, UploadBatchFileRequest{
FileName: request.FileName,
Lines: request.Lines,
})
if err != nil {
return
}
return c.CreateBatch(ctx, CreateBatchRequest{
InputFileID: file.ID,
Endpoint: request.Endpoint,
CompletionWindow: request.CompletionWindow,
Metadata: request.Metadata,
})
}
// RetrieveBatch — API call to Retrieve batch.
func (c *Client) RetrieveBatch(
ctx context.Context,
batchID string,
) (response BatchResponse, err error) {
urlSuffix := fmt.Sprintf("%s/%s", batchesSuffix, batchID)
req, err := c.newRequest(ctx, http.MethodGet, c.fullURL(urlSuffix))
if err != nil {
return
}
err = c.sendRequest(req, &response)
return
}
// CancelBatch — API call to Cancel batch.
func (c *Client) CancelBatch(
ctx context.Context,
batchID string,
) (response BatchResponse, err error) {
urlSuffix := fmt.Sprintf("%s/%s/cancel", batchesSuffix, batchID)
req, err := c.newRequest(ctx, http.MethodPost, c.fullURL(urlSuffix))
if err != nil {
return
}
err = c.sendRequest(req, &response)
return
}
type ListBatchResponse struct {
httpHeader
Object string `json:"object"`
Data []Batch `json:"data"`
FirstID string `json:"first_id"`
LastID string `json:"last_id"`
HasMore bool `json:"has_more"`
}
// ListBatch API call to List batch.
func (c *Client) ListBatch(ctx context.Context, after *string, limit *int) (response ListBatchResponse, err error) {
urlValues := url.Values{}
if limit != nil {
urlValues.Add("limit", fmt.Sprintf("%d", *limit))
}
if after != nil {
urlValues.Add("after", *after)
}
encodedValues := ""
if len(urlValues) > 0 {
encodedValues = "?" + urlValues.Encode()
}
urlSuffix := fmt.Sprintf("%s%s", batchesSuffix, encodedValues)
req, err := c.newRequest(ctx, http.MethodGet, c.fullURL(urlSuffix))
if err != nil {
return
}
err = c.sendRequest(req, &response)
return
}