1  from chat_workflow.llm.providers.ollama import OllamaProvider
  2  
  3  provider = OllamaProvider()
  4  
  5  
  6  def testparse_ollama_params_empty():
  7      assert provider.parse_ollama_params("") == {}
  8      assert provider.parse_ollama_params(None) == {}
  9      assert provider.parse_ollama_params("    ") == {}
 10  
 11  
 12  def testparse_ollama_params_numeric():
 13      # Integer parameters
 14      input_str = """num_ctx                        4096
 15  num_gpu                        2
 16  num_thread                     4
 17  num_predict                    128
 18  repeat_last_n                  64
 19  top_k                          40"""
 20  
 21      expected = {
 22          "num_ctx": 4096,
 23          "num_gpu": 2,
 24          "num_thread": 4,
 25          "num_predict": 128,
 26          "repeat_last_n": 64,
 27          "top_k": 40
 28      }
 29      assert provider.parse_ollama_params(input_str) == expected
 30  
 31  
 32  def testparse_ollama_params_float():
 33      # Float parameters
 34      input_str = """mirostat_eta                   0.1
 35  mirostat_tau                   5.0
 36  repeat_penalty                 1.1
 37  temperature                    0.8
 38  tfs_z                         1.0
 39  top_p                         0.9"""
 40  
 41      expected = {
 42          "mirostat_eta": 0.1,
 43          "mirostat_tau": 5.0,
 44          "repeat_penalty": 1.1,
 45          "temperature": 0.8,
 46          "tfs_z": 1.0,
 47          "top_p": 0.9
 48      }
 49      assert provider.parse_ollama_params(input_str) == expected
 50  
 51  
 52  def testparse_ollama_params_stop():
 53      # Multiple stop sequences with different formats
 54      input_str = """stop                           "[INST]"
 55  stop                           '[/INST]'
 56  stop                           </s>
 57  stop                           "User:"
 58  stop                           'Assistant:'"""
 59  
 60      expected = {
 61          "stop": ["[INST]", "[/INST]", "</s>", "User:", "Assistant:"]
 62      }
 63      assert provider.parse_ollama_params(input_str) == expected
 64  
 65  
 66  def testparse_ollama_params_mixed():
 67      # Combination of different parameter types
 68      input_str = """num_ctx                        4096
 69  temperature                    0.8
 70  stop                           "[INST]"
 71  stop                           "[/INST]"
 72  num_gpu                        1
 73  mirostat_eta                   0.1
 74  format                         json
 75  seed                          42"""
 76  
 77      expected = {
 78          "num_ctx": 4096,
 79          "temperature": 0.8,
 80          "stop": ["[INST]", "[/INST]"],
 81          "num_gpu": 1,
 82          "mirostat_eta": 0.1,
 83          "format": "json",
 84          "seed": 42
 85      }
 86      assert provider.parse_ollama_params(input_str) == expected
 87  
 88  
 89  def testparse_ollama_params_whitespace():
 90      # Test various whitespace formats
 91      input_str = """num_ctx              4096
 92  temperature        0.8
 93  stop              "[INST]"
 94  """
 95  
 96      expected = {
 97          "num_ctx": 4096,
 98          "temperature": 0.8,
 99          "stop": ["[INST]"]
100      }
101      assert provider.parse_ollama_params(input_str) == expected