diff options
Diffstat (limited to 'test/functional/cases/330_neural/002_manualtrain.robot')
| -rw-r--r-- | test/functional/cases/330_neural/002_manualtrain.robot | 56 |
1 files changed, 32 insertions, 24 deletions
diff --git a/test/functional/cases/330_neural/002_manualtrain.robot b/test/functional/cases/330_neural/002_manualtrain.robot index ecee7f631..bbc6c2e17 100644 --- a/test/functional/cases/330_neural/002_manualtrain.robot +++ b/test/functional/cases/330_neural/002_manualtrain.robot @@ -15,50 +15,58 @@ ${RSPAMD_URL_TLD} ${RSPAMD_TESTDIR}/../lua/unit/test_tld.dat *** Test Cases *** Collect training vectors & train manually - Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL","SAVE_NN_ROW"]} - Expect Symbol SPAM_SYMBOL - # Save neural inputs for later - ${SPAM_ROW} = Get File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] - Remove File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] - Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL","SAVE_NN_ROW"]} - Expect Symbol HAM_SYMBOL - # Save neural inputs for later - ${HAM_ROW} = Get File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] - Remove File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] - ${HAM_ROW} = Run ${RSPAMADM} lua -a ${HAM_ROW} ${RSPAMD_TESTDIR}/util/nn_unpack.lua - ${HAM_ROW} = Evaluate json.loads("${HAM_ROW}") - ${SPAM_ROW} = Run ${RSPAMADM} lua -a ${SPAM_ROW} ${RSPAMD_TESTDIR}/util/nn_unpack.lua - ${SPAM_ROW} = Evaluate json.loads("${SPAM_ROW}") - ${HAM_VEC} = Evaluate [${HAM_ROW}] * 10 - ${SPAM_VEC} = Evaluate [${SPAM_ROW}] * 10 + @{HAM_VEC}= Create List + @{SPAM_VEC}= Create List + + FOR ${INDEX} IN RANGE 4 14 + Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL1", "SPAM_SYMBOL2", "SPAM_SYMBOL3", "SPAM_SYMBOL${INDEX}", "SAVE_NN_ROW"]} + Expect Symbol SPAM_SYMBOL${INDEX} + # Save neural inputs for later + ${SPAM_ROW} = Get File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] + Remove File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] + Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL1", "HAM_SYMBOL2", "HAM_SYMBOL3", "HAM_SYMBOL${INDEX}", "SAVE_NN_ROW"]} + Expect Symbol HAM_SYMBOL${INDEX} + # Save neural inputs for later + ${HAM_ROW} = Get File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] + Remove File ${SCAN_RESULT}[symbols][SAVE_NN_ROW][options][0] + ${HAM_ROW} = Run ${RSPAMADM} lua -a ${HAM_ROW} ${RSPAMD_TESTDIR}/util/nn_unpack.lua + ${HAM_ROW} = Evaluate json.loads("${HAM_ROW}") + ${SPAM_ROW} = Run ${RSPAMADM} lua -a ${SPAM_ROW} ${RSPAMD_TESTDIR}/util/nn_unpack.lua + ${SPAM_ROW} = Evaluate json.loads("${SPAM_ROW}") + Append To List ${HAM_VEC} ${HAM_ROW} + Append To List ${SPAM_VEC} ${SPAM_ROW} + END + ${json1} = Evaluate json.dumps({"spam_vec": ${SPAM_VEC}, "ham_vec": ${HAM_VEC}, "rule": "SHORT"}) + HTTP POST ${RSPAMD_LOCAL_ADDR} ${RSPAMD_PORT_CONTROLLER} /plugins/neural/learn ${json1} + # Save variables for use in inverse training Set Suite Variable ${HAM_VEC} Set Suite Variable ${SPAM_VEC} - HTTP POST ${RSPAMD_LOCAL_ADDR} ${RSPAMD_PORT_CONTROLLER} /plugins/neural/learn ${json1} - Sleep 2s Wait for neural to be loaded + + Sleep 5s Wait for neural to be loaded Check Neural HAM - Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} + Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL1","HAM_SYMBOL2","HAM_SYMBOL3","HAM_SYMBOL8"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} Do Not Expect Symbol NEURAL_SPAM_SHORT Expect Symbol NEURAL_HAM_SHORT Check Neural SPAM - Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} + Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL1","SPAM_SYMBOL2","SPAM_SYMBOL3","SPAM_SYMBOL8"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} Do Not Expect Symbol NEURAL_HAM_SHORT Expect Symbol NEURAL_SPAM_SHORT Train inverse ${json2} = Evaluate json.dumps({"spam_vec": ${HAM_VEC}, "ham_vec": ${SPAM_VEC}, "rule": "SHORT"}) HTTP POST ${RSPAMD_LOCAL_ADDR} ${RSPAMD_PORT_CONTROLLER} /plugins/neural/learn ${json2} - Sleep 2s Wait for neural to be loaded + Sleep 5s Wait for neural to be loaded Check Neural HAM - inverse - Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} + Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL1","HAM_SYMBOL2","HAM_SYMBOL3","HAM_SYMBOL8"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} Do Not Expect Symbol NEURAL_HAM_SHORT Expect Symbol NEURAL_SPAM_SHORT Check Neural SPAM - inverse - Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} + Scan File ${MESSAGE} Settings={symbols_enabled = ["SPAM_SYMBOL1","SPAM_SYMBOL2","SPAM_SYMBOL3","SPAM_SYMBOL8"];groups_enabled=["neural"];symbols_disabled = ["NEURAL_LEARN"]} Do Not Expect Symbol NEURAL_SPAM_SHORT - Expect Symbol NEURAL_HAM_SHORT + Expect Symbol NEURAL_HAM_SHORT
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