|
14 | 14 | # limitations under the License.
|
15 | 15 | #
|
16 | 16 |
|
17 |
| -from arch.api import eggroll |
| 17 | +from arch.api import session |
18 | 18 | from arch.api import federation
|
19 | 19 | from sklearn.utils import resample
|
20 | 20 | from fate_flow.entity.metric import Metric
|
@@ -119,7 +119,7 @@ def __sample(self, data_inst, sample_ids=None):
|
119 | 119 | n_samples=sample_num,
|
120 | 120 | random_state=self.random_state)
|
121 | 121 |
|
122 |
| - sample_dtable = eggroll.parallelize(zip(sample_ids, range(len(sample_ids))), |
| 122 | + sample_dtable = session.parallelize(zip(sample_ids, range(len(sample_ids))), |
123 | 123 | include_key=True,
|
124 | 124 | partition=data_inst._partitions)
|
125 | 125 | new_data_inst = data_inst.join(sample_dtable, lambda v1, v2: v1)
|
@@ -152,7 +152,7 @@ def __sample(self, data_inst, sample_ids=None):
|
152 | 152 | index = id_maps[sample_ids[i]]
|
153 | 153 | new_data.append((i, data_set[index][1]))
|
154 | 154 |
|
155 |
| - new_data_inst = eggroll.parallelize(new_data, |
| 155 | + new_data_inst = session.parallelize(new_data, |
156 | 156 | include_key=True,
|
157 | 157 | partition=data_inst._partitions)
|
158 | 158 |
|
@@ -299,7 +299,7 @@ def __sample(self, data_inst, sample_ids=None):
|
299 | 299 |
|
300 | 300 | callback(self.tracker, "stratified", callback_metrics)
|
301 | 301 |
|
302 |
| - sample_dtable = eggroll.parallelize(zip(sample_ids, range(len(sample_ids))), |
| 302 | + sample_dtable = session.parallelize(zip(sample_ids, range(len(sample_ids))), |
303 | 303 | include_key=True,
|
304 | 304 | partition=data_inst._partitions)
|
305 | 305 | new_data_inst = data_inst.join(sample_dtable, lambda v1, v2: v1)
|
@@ -358,7 +358,7 @@ def __sample(self, data_inst, sample_ids=None):
|
358 | 358 | index = id_maps[sample_ids[i]]
|
359 | 359 | new_data.append((i, data_set[index][1]))
|
360 | 360 |
|
361 |
| - new_data_inst = eggroll.parallelize(new_data, |
| 361 | + new_data_inst = session.parallelize(new_data, |
362 | 362 | include_key=True,
|
363 | 363 | partition=data_inst._partitions)
|
364 | 364 |
|
|
0 commit comments