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[20240323]完成contrastive & mlm两种对齐模式的基础模块

Codacy Production / Codacy Static Code Analysis required action Mar 23, 2024 in 0s

38 new issues (0 max.) of at least minor severity.

Codacy Here is an overview of what got changed by this pull request:

Issues
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- Added 38
           

Complexity increasing per file
==============================
- alignment/main.py  11
- alignment/trainer.py  3
- alignment/data.py  7
- alignment/schema.py  1
- alignment/model.py  3
- alignment/arguments.py  1
         

Clones added
============
- alignment/model.py  2
- deepctr_torch/models/deepfm.py  2
- deepctr_torch/models/din.py  2
         

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alignment/arguments.py#L1

'os' imported but unused (F401)

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alignment/arguments.py#L1

Unused import os

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alignment/data.py#L18

'..deepctr_torch.inputs.DenseFeat' imported but unused (F401)

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alignment/data.py#L18

Unused DenseFeat imported from deepctr_torch.inputs

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alignment/data.py#L141

Trailing whitespace

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alignment/main.py#L6

'transformers.AutoConfig' imported but unused (F401)

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alignment/main.py#L6

Unused AutoConfig imported from transformers

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alignment/main.py#L77

Trailing whitespace

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alignment/main.py#L80

Trailing whitespace

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alignment/model.py#L4

Unused import json

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alignment/model.py#L7

'dataclasses.dataclass' imported but unused (F401)

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alignment/model.py#L7

Unused dataclass imported from dataclasses

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alignment/model.py#L12

'torch.distributed as dist' imported but unused (F401)

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alignment/model.py#L12

Unused torch.distributed imported as dist

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alignment/model.py#L14

'transformers.AutoModel' imported but unused (F401)

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alignment/model.py#L15

'transformers.models.bert.modeling_bert.BertPreTrainedModel' imported but unused (F401)

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alignment/model.py#L15

Unused BertPreTrainedModel imported from transformers.models.bert.modeling_bert

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alignment/model.py#L16

'transformers.modeling_outputs.ModelOutput' imported but unused (F401)

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alignment/model.py#L19

'typing.Optional' imported but unused (F401)

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alignment/model.py#L19

Unused Optional imported from typing

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alignment/model.py#L22

'deepctr_torch.models.din.DIN' imported but unused (F401)

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alignment/model.py#L22

Unused DIN imported from deepctr_torch.models.din

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alignment/trainer.py#L2

'itertools.repeat' imported but unused (F401)

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alignment/trainer.py#L9

'torch.distributed as dist' imported but unused (F401)

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alignment/trainer.py#L9

Unused torch.distributed imported as dist