88Tests for reference_actor.py - compute_logprobs function
99"""
1010
11+ import unittest
12+
1113import pytest
1214import torch
1315
14- from forge .actors .reference_actor import compute_logprobs
1516
17+ def _import_error ():
18+ try :
19+ import forge .actors .reference_actor # noqa: F401
20+
21+ return False
22+ except Exception :
23+ return True
1624
17- class TestComputeLogprobs :
25+
26+ class TestComputeLogprobs (unittest .TestCase ):
1827 """Test the compute_logprobs utility function."""
1928
29+ @pytest .mark .skipif (
30+ _import_error (),
31+ reason = "Import error, likely due to missing dependencies on CI." ,
32+ )
2033 def test_compute_logprobs_basic (self ):
2134 """Test basic logprobs computation."""
35+ from forge .actors .reference_actor import compute_logprobs
36+
2237 batch_size = 1
2338 seq_len = 5
2439 vocab_size = 1000
@@ -36,8 +51,14 @@ def test_compute_logprobs_basic(self):
3651 assert result .shape == (batch_size , response_len )
3752 assert torch .all (result <= 0 ) # Log probabilities should be <= 0
3853
54+ @pytest .mark .skipif (
55+ _import_error (),
56+ reason = "Import error, likely due to missing dependencies on CI." ,
57+ )
3958 def test_compute_logprobs_with_temperature (self ):
4059 """Test logprobs computation with temperature scaling."""
60+ from forge .actors .reference_actor import compute_logprobs
61+
4162 batch_size = 1
4263 seq_len = 5
4364 vocab_size = 1000
@@ -55,8 +76,14 @@ def test_compute_logprobs_with_temperature(self):
5576 default_result = compute_logprobs (logits , input_ids )
5677 assert not torch .allclose (result , default_result )
5778
79+ @pytest .mark .skipif (
80+ _import_error (),
81+ reason = "Import error, likely due to missing dependencies on CI." ,
82+ )
5883 def test_compute_logprobs_single_token (self ):
5984 """Test logprobs computation with single token response."""
85+ from forge .actors .reference_actor import compute_logprobs
86+
6087 batch_size = 1
6188 seq_len = 5
6289 vocab_size = 1000
@@ -70,8 +97,14 @@ def test_compute_logprobs_single_token(self):
7097 assert result .shape == (batch_size , response_len )
7198 assert result .numel () == 1 # Single element
7299
100+ @pytest .mark .skipif (
101+ _import_error (),
102+ reason = "Import error, likely due to missing dependencies on CI." ,
103+ )
73104 def test_compute_logprobs_empty_response (self ):
74105 """Test logprobs computation with empty response."""
106+ from forge .actors .reference_actor import compute_logprobs
107+
75108 batch_size = 1
76109 seq_len = 5
77110 vocab_size = 1000
@@ -84,8 +117,14 @@ def test_compute_logprobs_empty_response(self):
84117
85118 assert result .shape == (batch_size , response_len )
86119
120+ @pytest .mark .skipif (
121+ _import_error (),
122+ reason = "Import error, likely due to missing dependencies on CI." ,
123+ )
87124 def test_compute_logprobs_empty_prompt (self ):
88125 """Test logprobs computation with empty prompt."""
126+ from forge .actors .reference_actor import compute_logprobs
127+
89128 batch_size = 1
90129 vocab_size = 1000
91130 prompt_len = 0
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