@@ -52,15 +52,17 @@ def test_assess_tuning_resources(client):
5252 response = client .datasets .assess_tuning_resources (
5353 dataset_name = DATASET ,
5454 model_name = "gemini-2.5-flash-001" ,
55- template_config = types .GeminiTemplateConfig (
56- gemini_example = types .GeminiExample (
57- contents = [
58- {
59- "role" : "user" ,
60- "parts" : [{"text" : "What is the capital of {name}?" }],
61- }
62- ],
63- ),
55+ gemini_request_read_config = types .GeminiRequestReadConfig (
56+ template_config = types .GeminiTemplateConfig (
57+ gemini_example = types .GeminiExample (
58+ contents = [
59+ {
60+ "role" : "user" ,
61+ "parts" : [{"text" : "What is the capital of {name}?" }],
62+ }
63+ ],
64+ ),
65+ )
6466 ),
6567 )
6668 assert isinstance (response , types .TuningResourceUsageAssessmentResult )
@@ -71,19 +73,21 @@ def test_assess_tuning_validity(client):
7173 dataset_name = DATASET ,
7274 dataset_usage = "SFT_VALIDATION" ,
7375 model_name = "gemini-2.5-flash-001" ,
74- template_config = types .GeminiTemplateConfig (
75- gemini_example = types .GeminiExample (
76- contents = [
77- {
78- "role" : "user" ,
79- "parts" : [{"text" : "What is the capital of {name}?" }],
80- },
81- {
82- "role" : "model" ,
83- "parts" : [{"text" : "{capital}" }],
84- },
85- ],
86- ),
76+ gemini_request_read_config = types .GeminiRequestReadConfig (
77+ template_config = types .GeminiTemplateConfig (
78+ gemini_example = types .GeminiExample (
79+ contents = [
80+ {
81+ "role" : "user" ,
82+ "parts" : [{"text" : "What is the capital of {name}?" }],
83+ },
84+ {
85+ "role" : "model" ,
86+ "parts" : [{"text" : "{capital}" }],
87+ },
88+ ],
89+ ),
90+ )
8791 ),
8892 )
8993 assert isinstance (response , types .TuningValidationAssessmentResult )
@@ -93,19 +97,21 @@ def test_assess_batch_prediction_resources(client):
9397 response = client .datasets .assess_batch_prediction_resources (
9498 dataset_name = DATASET ,
9599 model_name = "gemini-2.5-flash-001" ,
96- template_config = types .GeminiTemplateConfig (
97- gemini_example = types .GeminiExample (
98- contents = [
99- {
100- "role" : "user" ,
101- "parts" : [{"text" : "What is the capital of {name}?" }],
102- },
103- {
104- "role" : "model" ,
105- "parts" : [{"text" : "{capital}" }],
106- },
107- ],
108- ),
100+ gemini_request_read_config = types .GeminiRequestReadConfig (
101+ template_config = types .GeminiTemplateConfig (
102+ gemini_example = types .GeminiExample (
103+ contents = [
104+ {
105+ "role" : "user" ,
106+ "parts" : [{"text" : "What is the capital of {name}?" }],
107+ },
108+ {
109+ "role" : "model" ,
110+ "parts" : [{"text" : "{capital}" }],
111+ },
112+ ],
113+ ),
114+ )
109115 ),
110116 )
111117 assert isinstance (response , types .BatchPredictionResourceUsageAssessmentResult )
@@ -115,19 +121,21 @@ def test_assess_batch_prediction_validity(client):
115121 response = client .datasets .assess_batch_prediction_validity (
116122 dataset_name = DATASET ,
117123 model_name = "gemini-2.5-flash-001" ,
118- template_config = types .GeminiTemplateConfig (
119- gemini_example = types .GeminiExample (
120- contents = [
121- {
122- "role" : "user" ,
123- "parts" : [{"text" : "What is the capital of {name}?" }],
124- },
125- {
126- "role" : "model" ,
127- "parts" : [{"text" : "{capital}" }],
128- },
129- ],
130- ),
124+ gemini_request_read_config = types .GeminiRequestReadConfig (
125+ template_config = types .GeminiTemplateConfig (
126+ gemini_example = types .GeminiExample (
127+ contents = [
128+ {
129+ "role" : "user" ,
130+ "parts" : [{"text" : "What is the capital of {name}?" }],
131+ },
132+ {
133+ "role" : "model" ,
134+ "parts" : [{"text" : "{capital}" }],
135+ },
136+ ],
137+ ),
138+ )
131139 ),
132140 )
133141 assert isinstance (response , types .BatchPredictionValidationAssessmentResult )
@@ -169,15 +177,17 @@ async def test_assess_tuning_resources_async(client):
169177 response = await client .aio .datasets .assess_tuning_resources (
170178 dataset_name = DATASET ,
171179 model_name = "gemini-2.5-flash-001" ,
172- template_config = types .GeminiTemplateConfig (
173- gemini_example = types .GeminiExample (
174- contents = [
175- {
176- "role" : "user" ,
177- "parts" : [{"text" : "What is the capital of {name}?" }],
178- }
179- ],
180- ),
180+ gemini_request_read_config = types .GeminiRequestReadConfig (
181+ template_config = types .GeminiTemplateConfig (
182+ gemini_example = types .GeminiExample (
183+ contents = [
184+ {
185+ "role" : "user" ,
186+ "parts" : [{"text" : "What is the capital of {name}?" }],
187+ }
188+ ],
189+ ),
190+ )
181191 ),
182192 )
183193 assert isinstance (response , types .TuningResourceUsageAssessmentResult )
@@ -189,19 +199,21 @@ async def test_assess_tuning_validity_async(client):
189199 dataset_name = DATASET ,
190200 dataset_usage = "SFT_VALIDATION" ,
191201 model_name = "gemini-2.5-flash-001" ,
192- template_config = types .GeminiTemplateConfig (
193- gemini_example = types .GeminiExample (
194- contents = [
195- {
196- "role" : "user" ,
197- "parts" : [{"text" : "What is the capital of {name}?" }],
198- },
199- {
200- "role" : "model" ,
201- "parts" : [{"text" : "{capital}" }],
202- },
203- ],
204- ),
202+ gemini_request_read_config = types .GeminiRequestReadConfig (
203+ template_config = types .GeminiTemplateConfig (
204+ gemini_example = types .GeminiExample (
205+ contents = [
206+ {
207+ "role" : "user" ,
208+ "parts" : [{"text" : "What is the capital of {name}?" }],
209+ },
210+ {
211+ "role" : "model" ,
212+ "parts" : [{"text" : "{capital}" }],
213+ },
214+ ],
215+ ),
216+ )
205217 ),
206218 )
207219 assert isinstance (response , types .TuningValidationAssessmentResult )
@@ -212,19 +224,21 @@ async def test_assess_batch_prediction_resources_async(client):
212224 response = await client .aio .datasets .assess_batch_prediction_resources (
213225 dataset_name = DATASET ,
214226 model_name = "gemini-2.5-flash-001" ,
215- template_config = types .GeminiTemplateConfig (
216- gemini_example = types .GeminiExample (
217- contents = [
218- {
219- "role" : "user" ,
220- "parts" : [{"text" : "What is the capital of {name}?" }],
221- },
222- {
223- "role" : "model" ,
224- "parts" : [{"text" : "{capital}" }],
225- },
226- ],
227- ),
227+ gemini_request_read_config = types .GeminiRequestReadConfig (
228+ template_config = types .GeminiTemplateConfig (
229+ gemini_example = types .GeminiExample (
230+ contents = [
231+ {
232+ "role" : "user" ,
233+ "parts" : [{"text" : "What is the capital of {name}?" }],
234+ },
235+ {
236+ "role" : "model" ,
237+ "parts" : [{"text" : "{capital}" }],
238+ },
239+ ],
240+ ),
241+ )
228242 ),
229243 )
230244 assert isinstance (response , types .BatchPredictionResourceUsageAssessmentResult )
@@ -235,19 +249,21 @@ async def test_assess_batch_prediction_validity_async(client):
235249 response = await client .aio .datasets .assess_batch_prediction_validity (
236250 dataset_name = DATASET ,
237251 model_name = "gemini-2.5-flash-001" ,
238- template_config = types .GeminiTemplateConfig (
239- gemini_example = types .GeminiExample (
240- contents = [
241- {
242- "role" : "user" ,
243- "parts" : [{"text" : "What is the capital of {name}?" }],
244- },
245- {
246- "role" : "model" ,
247- "parts" : [{"text" : "{capital}" }],
248- },
249- ],
250- ),
252+ gemini_request_read_config = types .GeminiRequestReadConfig (
253+ template_config = types .GeminiTemplateConfig (
254+ gemini_example = types .GeminiExample (
255+ contents = [
256+ {
257+ "role" : "user" ,
258+ "parts" : [{"text" : "What is the capital of {name}?" }],
259+ },
260+ {
261+ "role" : "model" ,
262+ "parts" : [{"text" : "{capital}" }],
263+ },
264+ ],
265+ ),
266+ )
251267 ),
252268 )
253269 assert isinstance (response , types .BatchPredictionValidationAssessmentResult )
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