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*** Settings ***
Suite Setup Rspamd Redis Setup
Suite Teardown Rspamd Redis Teardown
Library Process
Library ${RSPAMD_TESTDIR}/lib/rspamd.py
Resource ${RSPAMD_TESTDIR}/lib/rspamd.robot
Variables ${RSPAMD_TESTDIR}/lib/vars.py
*** Variables ***
${CONFIG} ${RSPAMD_TESTDIR}/configs/neural_noauto.conf
${MESSAGE} ${RSPAMD_TESTDIR}/messages/spam_message.eml
${REDIS_SCOPE} Suite
${RSPAMD_SCOPE} Suite
${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
${json1} = Evaluate json.dumps({"spam_vec": ${SPAM_VEC}, "ham_vec": ${HAM_VEC}, "rule": "SHORT"})
# 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
Check Neural HAM
Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL"];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"]}
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
Check Neural HAM - inverse
Scan File ${MESSAGE} Settings={symbols_enabled = ["HAM_SYMBOL"];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"]}
Do Not Expect Symbol NEURAL_SPAM_SHORT
Expect Symbol NEURAL_HAM_SHORT
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