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feat: implement new fine tuning job API (sashabaranov#479)
* feat: implement new fine tuning job API * fix: export ListFineTuningJobEventsParameter * fix: lint errors * fix: test errors * fix: code test coverage * fix: code test coverage * fix: use any * chore: use url.Values
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,153 @@ | ||
package openai | ||
|
||
import ( | ||
"context" | ||
"fmt" | ||
"net/http" | ||
"net/url" | ||
) | ||
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type FineTuningJob struct { | ||
ID string `json:"id"` | ||
Object string `json:"object"` | ||
CreatedAt int64 `json:"created_at"` | ||
FinishedAt int64 `json:"finished_at"` | ||
Model string `json:"model"` | ||
FineTunedModel string `json:"fine_tuned_model,omitempty"` | ||
OrganizationID string `json:"organization_id"` | ||
Status string `json:"status"` | ||
Hyperparameters Hyperparameters `json:"hyperparameters"` | ||
TrainingFile string `json:"training_file"` | ||
ValidationFile string `json:"validation_file,omitempty"` | ||
ResultFiles []string `json:"result_files"` | ||
TrainedTokens int `json:"trained_tokens"` | ||
} | ||
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type Hyperparameters struct { | ||
Epochs int `json:"n_epochs"` | ||
} | ||
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type FineTuningJobRequest struct { | ||
TrainingFile string `json:"training_file"` | ||
ValidationFile string `json:"validation_file,omitempty"` | ||
Model string `json:"model,omitempty"` | ||
Hyperparameters *Hyperparameters `json:"hyperparameters,omitempty"` | ||
Suffix string `json:"suffix,omitempty"` | ||
} | ||
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type FineTuningJobEventList struct { | ||
Object string `json:"object"` | ||
Data []FineTuneEvent `json:"data"` | ||
HasMore bool `json:"has_more"` | ||
} | ||
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type FineTuningJobEvent struct { | ||
Object string `json:"object"` | ||
ID string `json:"id"` | ||
CreatedAt int `json:"created_at"` | ||
Level string `json:"level"` | ||
Message string `json:"message"` | ||
Data any `json:"data"` | ||
Type string `json:"type"` | ||
} | ||
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// CreateFineTuningJob create a fine tuning job. | ||
func (c *Client) CreateFineTuningJob( | ||
ctx context.Context, | ||
request FineTuningJobRequest, | ||
) (response FineTuningJob, err error) { | ||
urlSuffix := "/fine_tuning/jobs" | ||
req, err := c.newRequest(ctx, http.MethodPost, c.fullURL(urlSuffix), withBody(request)) | ||
if err != nil { | ||
return | ||
} | ||
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err = c.sendRequest(req, &response) | ||
return | ||
} | ||
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// CancelFineTuningJob cancel a fine tuning job. | ||
func (c *Client) CancelFineTuningJob(ctx context.Context, fineTuningJobID string) (response FineTuningJob, err error) { | ||
req, err := c.newRequest(ctx, http.MethodPost, c.fullURL("/fine_tuning/jobs/"+fineTuningJobID+"/cancel")) | ||
if err != nil { | ||
return | ||
} | ||
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err = c.sendRequest(req, &response) | ||
return | ||
} | ||
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// RetrieveFineTuningJob retrieve a fine tuning job. | ||
func (c *Client) RetrieveFineTuningJob( | ||
ctx context.Context, | ||
fineTuningJobID string, | ||
) (response FineTuningJob, err error) { | ||
urlSuffix := fmt.Sprintf("/fine_tuning/jobs/%s", fineTuningJobID) | ||
req, err := c.newRequest(ctx, http.MethodGet, c.fullURL(urlSuffix)) | ||
if err != nil { | ||
return | ||
} | ||
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err = c.sendRequest(req, &response) | ||
return | ||
} | ||
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type listFineTuningJobEventsParameters struct { | ||
after *string | ||
limit *int | ||
} | ||
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type ListFineTuningJobEventsParameter func(*listFineTuningJobEventsParameters) | ||
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func ListFineTuningJobEventsWithAfter(after string) ListFineTuningJobEventsParameter { | ||
return func(args *listFineTuningJobEventsParameters) { | ||
args.after = &after | ||
} | ||
} | ||
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func ListFineTuningJobEventsWithLimit(limit int) ListFineTuningJobEventsParameter { | ||
return func(args *listFineTuningJobEventsParameters) { | ||
args.limit = &limit | ||
} | ||
} | ||
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// ListFineTuningJobs list fine tuning jobs events. | ||
func (c *Client) ListFineTuningJobEvents( | ||
ctx context.Context, | ||
fineTuningJobID string, | ||
setters ...ListFineTuningJobEventsParameter, | ||
) (response FineTuningJobEventList, err error) { | ||
parameters := &listFineTuningJobEventsParameters{ | ||
after: nil, | ||
limit: nil, | ||
} | ||
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for _, setter := range setters { | ||
setter(parameters) | ||
} | ||
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urlValues := url.Values{} | ||
if parameters.after != nil { | ||
urlValues.Add("after", *parameters.after) | ||
} | ||
if parameters.limit != nil { | ||
urlValues.Add("limit", fmt.Sprintf("%d", *parameters.limit)) | ||
} | ||
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encodedValues := "" | ||
if len(urlValues) > 0 { | ||
encodedValues = "?" + urlValues.Encode() | ||
} | ||
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req, err := c.newRequest( | ||
ctx, | ||
http.MethodGet, | ||
c.fullURL("/fine_tuning/jobs/"+fineTuningJobID+"/events"+encodedValues), | ||
) | ||
if err != nil { | ||
return | ||
} | ||
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err = c.sendRequest(req, &response) | ||
return | ||
} |
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Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,90 @@ | ||
package openai_test | ||
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import ( | ||
"context" | ||
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. "github.com/sashabaranov/go-openai" | ||
"github.com/sashabaranov/go-openai/internal/test/checks" | ||
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"encoding/json" | ||
"fmt" | ||
"net/http" | ||
"testing" | ||
) | ||
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const testFineTuninigJobID = "fine-tuning-job-id" | ||
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// TestFineTuningJob Tests the fine tuning job endpoint of the API using the mocked server. | ||
func TestFineTuningJob(t *testing.T) { | ||
client, server, teardown := setupOpenAITestServer() | ||
defer teardown() | ||
server.RegisterHandler( | ||
"/v1/fine_tuning/jobs", | ||
func(w http.ResponseWriter, r *http.Request) { | ||
var resBytes []byte | ||
resBytes, _ = json.Marshal(FineTuningJob{}) | ||
fmt.Fprintln(w, string(resBytes)) | ||
}, | ||
) | ||
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server.RegisterHandler( | ||
"/fine_tuning/jobs/"+testFineTuninigJobID+"/cancel", | ||
func(w http.ResponseWriter, r *http.Request) { | ||
resBytes, _ := json.Marshal(FineTuningJob{}) | ||
fmt.Fprintln(w, string(resBytes)) | ||
}, | ||
) | ||
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server.RegisterHandler( | ||
"/v1/fine_tuning/jobs/"+testFineTuninigJobID, | ||
func(w http.ResponseWriter, r *http.Request) { | ||
var resBytes []byte | ||
resBytes, _ = json.Marshal(FineTuningJob{}) | ||
fmt.Fprintln(w, string(resBytes)) | ||
}, | ||
) | ||
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server.RegisterHandler( | ||
"/v1/fine_tuning/jobs/"+testFineTuninigJobID+"/events", | ||
func(w http.ResponseWriter, r *http.Request) { | ||
resBytes, _ := json.Marshal(FineTuningJobEventList{}) | ||
fmt.Fprintln(w, string(resBytes)) | ||
}, | ||
) | ||
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ctx := context.Background() | ||
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_, err := client.CreateFineTuningJob(ctx, FineTuningJobRequest{}) | ||
checks.NoError(t, err, "CreateFineTuningJob error") | ||
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_, err = client.CancelFineTuningJob(ctx, testFineTuninigJobID) | ||
checks.NoError(t, err, "CancelFineTuningJob error") | ||
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_, err = client.RetrieveFineTuningJob(ctx, testFineTuninigJobID) | ||
checks.NoError(t, err, "RetrieveFineTuningJob error") | ||
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_, err = client.ListFineTuningJobEvents(ctx, testFineTuninigJobID) | ||
checks.NoError(t, err, "ListFineTuningJobEvents error") | ||
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_, err = client.ListFineTuningJobEvents( | ||
ctx, | ||
testFineTuninigJobID, | ||
ListFineTuningJobEventsWithAfter("last-event-id"), | ||
) | ||
checks.NoError(t, err, "ListFineTuningJobEvents error") | ||
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_, err = client.ListFineTuningJobEvents( | ||
ctx, | ||
testFineTuninigJobID, | ||
ListFineTuningJobEventsWithLimit(10), | ||
) | ||
checks.NoError(t, err, "ListFineTuningJobEvents error") | ||
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_, err = client.ListFineTuningJobEvents( | ||
ctx, | ||
testFineTuninigJobID, | ||
ListFineTuningJobEventsWithAfter("last-event-id"), | ||
ListFineTuningJobEventsWithLimit(10), | ||
) | ||
checks.NoError(t, err, "ListFineTuningJobEvents error") | ||
} |