[myawesometmlsolution-3f10] Details
Generated On: 2026-06-05 14:00:52 UTC
TML Solution DAG Parameters' Details: User Chosen Parametets
STEP 1: Get TML Core Params: tml_system_step_1_getparams_dag
User Parameter |
Chosen Value |
solutionname |
myawesometmlsolution-3f10 |
solutiontitle |
My Solution Title |
solutiondescription |
This is an awesome real-time solution built by TSS |
brokerhost |
127.0.0.1 |
brokerport |
9092 |
cloudusername |
None |
ingestdatamethod |
LOCALFILE |
STEP 2: Create Kafka Topics: tml_system_step_2_kafka_createtopic_dag
User Parameter |
Chosen Value |
companyname |
Otics |
myname |
Sebastian |
myemail |
Sebastian.Maurice |
mylocation |
Toronto |
replication |
1 |
numpartitions |
1 |
enabletls |
1 |
microserviceid |
|
raw_data_topic |
iot-raw-data |
preprocess_data_topic |
iot-preprocess,iot-preprocess2 |
ml_data_topic |
ml-data |
prediction_data_topic |
prediction-data |
STEP 3: Produce to Kafka Topics
User Parameter |
Chosen Value |
PRODUCETYPE |
LOCALFILE |
inputfile |
/rawdatademo/IoTData.txt |
TOPIC |
iot-raw-data |
PORT |
_5050 |
IDENTIFIER |
TML solution,/rawdatademo/IoTData.txt |
HTTPADDR |
|
FROMHOST |
('eb95da050ee4', '172.17.0.2') |
TOHOST |
0.0.0.0 |
CLIENTPORT |
Not Applicable |
TSS_CLIENTPORT |
Not Applicable |
TML_CLIENTPORT |
Not Applicable |
docfolder |
|
doctopic |
|
chunks |
0 |
docingestinterval |
0 |
STEP 4: Preprocesing Data: tml-system-step-4-kafka-preprocess-dag
User Parameter |
Chosen Value |
raw_data_topic |
iot-raw-data |
preprocess_data_topic |
iot-preprocess,iot-preprocess2 |
preprocessconditions |
|
delay |
70 |
maxrows |
800 |
array |
0 |
saveasarray |
1 |
topicid |
-999 |
rawdataoutput |
1 |
asynctimeout |
120 |
timedelay |
0 |
preprocesstypes |
anomprob,trend,avg |
pathtotmlattrs |
--pathtotmlattrs-- |
identifier |
IoT device performance and failures |
jsoncriteria |
uid=metadata.dsn,filter:allrecords~subtopics=metadata.property_name~values=datapoint.value~identifiers=metadata.display_name~datetime=datapoint.updated_at~msgid=datapoint.id~latlong=lat:long |
STEP 4a: Preprocesing Data: tml-system-step-4a-kafka-preprocess-dag
User Parameter |
Chosen Value |
raw_data_topic |
--raw_data_topic1-- |
preprocess_data_topic |
--preprocess_data_topic1-- |
preprocessconditions |
--preprocessconditions1-- |
delay |
--delay1-- |
maxrows |
--maxrows1-- |
array |
--array1-- |
saveasarray |
--saveasarray1-- |
topicid |
--topicid1-- |
rawdataoutput |
--rawdataoutput1-- |
asynctimeout |
--asynctimeout1-- |
timedelay |
--timedelay1-- |
preprocesstypes |
--preprocesstypes1-- |
pathtotmlattrs |
--pathtotmlattrs1-- |
identifier |
--identifier1-- |
jsoncriteria |
--jsoncriteria1-- |
STEP 4b: Preprocesing Data: tml-system-step-4b-kafka-preprocess-dag
User Parameter |
Chosen Value |
raw_data_topic |
--raw_data_topic2-- |
preprocess_data_topic |
--preprocess_data_topic2-- |
preprocessconditions |
--preprocessconditions2-- |
delay |
--delay2-- |
maxrows |
--maxrows2-- |
array |
--array2-- |
saveasarray |
--saveasarray2-- |
topicid |
--topicid2-- |
rawdataoutput |
--rawdataoutput2-- |
asynctimeout |
--asynctimeout2-- |
timedelay |
--timedelay2-- |
preprocesstypes |
--preprocesstypes2-- |
pathtotmlattrs |
--pathtotmlattrs2-- |
identifier |
--identifier2-- |
jsoncriteria |
--jsoncriteria2-- |
STEP 4c: Preprocesing Data: tml-system-step-4c-kafka-preprocess-dag
User Parameter |
Chosen Value |
raw_data_topic |
--raw_data_topic3-- |
preprocess_data_topic |
--preprocess_data_topic3-- |
delay |
--delay3-- |
maxrows |
--maxrows3-- |
array |
--array3-- |
saveasarray |
--saveasarray3-- |
topicid |
--topicid3-- |
rawdataoutput |
--rawdataoutput3-- |
asynctimeout |
--asynctimeout3-- |
timedelay |
--timedelay3-- |
searchterms |
--rtmssearchterms-- |
rtmsstream |
--rtmsstream-- |
identifier |
--identifier3-- |
rememberpastwindows |
--rememberpastwindows-- |
patternwindowthreshold |
--patternwindowthreshold-- |
localsearchtermfolder |
--localsearchtermfolder-- |
localsearchtermfolderinterval |
--localsearchtermfolderinterval-- |
rtmsscorethreshold |
--rtmsscorethreshold-- |
rtmsscorethresholdtopic |
--rtmsscorethresholdtopic-- |
attackscorethreshold |
--attackscorethreshold-- |
attackscorethresholdtopic |
--attackscorethresholdtopic-- |
patternscorethreshold |
--patternscorethreshold-- |
patternscorethresholdtopic |
--patternscorethresholdtopic-- |
rtmsfoldername |
--rtmsfoldername-- |
rtmsmaxwindows |
--rtmsmaxwindows-- |
RTMS Output Github Link |
STEP 5: Entity Based Machine Learning : tml-system-step-5-kafka-machine-learning-dag
User Parameter |
Chosen Value |
preprocess_data_topic |
iot-preprocess,iot-preprocess2 |
ml_data_topic |
ml-data |
modelruns |
--modelruns-- |
offset |
-1 |
islogistic |
--islogistic-- |
networktimeout |
--networktimeout-- |
modelsearchtuner |
--modelsearchtuner-- |
processlogic |
--processlogic-- |
dependentvariable |
--dependentvariable-- |
independentvariables |
--independentvariables-- |
rollbackoffsets |
--rollbackoffsets-- |
topicid |
-999 |
consumefrom |
--consumefrom-- |
fullpathtotrainingdata |
--fullpathtotrainingdata-- |
transformtype |
--transformtype-- |
sendcoefto |
--sendcoefto-- |
coeftoprocess |
--coeftoprocess-- |
coefsubtopicnames |
--coefsubtopicnames-- |
ML Output Github Link |
STEP 6: Entity Based Predictions: tml-system-step-6-kafka-predictions-dag
User Parameter |
Chosen Value |
preprocess_data_topic |
iot-preprocess,iot-preprocess2 |
ml_prediction_topic |
--ml_prediction_topic-- |
streamstojoin |
--streamstojoin-- |
inputdata |
--inputdata-- |
consumefrom |
--consumefrom2-- |
offset |
-1 |
delay |
70 |
usedeploy |
--usedeploy-- |
networktimeout |
--networktimeout-- |
maxrows |
800 |
topicid |
-999 |
pathtoalgos |
--pathtoalgos-- |
STEP 7: Real-Time Visualization: tml-system-step-7-kafka-visualization-dag
User Parameter |
Chosen Value |
vipervizport |
9689 |
topic |
iot-preprocess |
dashboardhtml |
dashboard.html |
secure |
1 |
offset |
-1 |
append |
0 |
chip |
amd64 |
rollbackoffset |
400 |
STEP 8: tml_system_step_8_deploy_solution_to_docker_dag
User Parameter |
Chosen Value |
Docker Container |
--dockercontainer-- |
Docker Run Command |
--dockerrun-- |
STEP 9: tml_system_step_9_privategpt_qdrant_dag
User Parameter |
Chosen Value |
PrivateGPT Container |
--pgptcontainername-- |
PrivateGPT Run Command |
--privategptrun-- |
Qdrant Container |
--qdrantcontainer-- |
Qdrant Run Command |
--qdrantrun-- |
Consumefrom |
--consumefrom-- |
pgpt_data_topic |
--pgpt_data_topic-- |
offset |
-1 |
rollbackoffset |
400 |
topicid |
-999 |
enabletls |
1 |
partition |
--partition-- |
prompt |
--prompt-- |
context |
--context-- |
jsonkeytogather |
--jsonkeytogather-- |
keyattribute |
--keyattribute-- |
keyprocesstype |
--keyprocesstype-- |
vectordbcollectionname |
--vectordbcollectionname-- |
concurrency |
--concurrency-- |
CUDA_VISIBLE_DEVICES |
--cuda-- |
pgpthost |
--pgpthost-- |
pgptport |
--pgptport-- |
hyperbatch |
--hyperbatch-- |
docfolder |
--docfolder-- |
docfolderingestinterval |
--docfolderingestinterval-- |
useidentifierinprompt |
--useidentifierinprompt-- |
searchterms |
--searchterms-- |
streamall |
--streamall-- |
temperature |
--temperature-- |
vectorsearchtype |
--vectorsearchtype-- |
llm |
--llmmodel-- |
embedding |
--embedding-- |
vectorsize |
--vectorsize-- |
contextwindowsize |
--contextwindowsize-- |
vectordimension |
--vectordimension-- |
mitrejson |
--mitrejson-- |
STEP 9b: tml_system_step_9b_agenticai_dag
User Parameter |
Chosen Value |
rollbackoffset |
--agenticai-rollbackoffset-- |
ollama-model |
--agenticai-ollama-model-- |
deletevectordbcount |
--agenticai-deletevectordbcount-- |
vectordbpath |
--agenticai-vectordbpath-- |
temperature |
--agenticai-temperature-- |
topicid |
--agenticai-topicid-- |
enabletls |
--agenticai-enabletls-- |
partition |
--agenticai-partition-- |
vectordbcollectionname |
--agenticai-vectordbcollectionname-- |
ollamacontainername |
--agenticai-ollamacontainername-- |
mainip |
--agenticai-mainip-- |
mainport |
--agenticai-mainport-- |
embedding |
--agenticai-embedding-- |
agenttopic |
--agenticai-agenttopic-- |
agents_topic_prompt |
--agenticai-agents_topic_prompt-- |
teamlead_topic |
--agenticai-teamlead_topic-- |
teamleadprompt |
--agenticai-teamleadprompt-- |
supervisor_topic |
--agenticai-supervisor_topic-- |
supervisorprompt |
--agenticai-supervisorprompt-- |
agenttoolfunctions |
--agenticai-agenttoolfunctions-- |
agent_team_supervisor_topic |
--agenticai-agent_team_supervisor_topic-- |
concurrency |
--agenticai-concurrency-- |
CUDA_VISIBLE_DEVICES |
--agenticai-cuda-- |
contextwindow |
--agenticai-contextwindow-- |
localmodelsfolder |
--agenticai-localmodelsfolder-- |
STEP 10: tml_system_step_10_documentation_dag
User Parameter |
Chosen Value |
Solution Documentation URL |