bug fixes

Author: ppalmes

DockerizedAutoAD/automl_precompile.jl

@@ -4,5 +4,5 @@ include(joinpath(pkgdir(AMLPipelineBase), "test", "runtests.jl"))
 import AutoMLPipeline
 include(joinpath(pkgdir(AutoMLPipeline), "test", "runtests.jl"))
 
-import AutoAI
+import AutoAD
 include(joinpath(pkgdir(AutoAD), "test", "runtests.jl"))

DockerizedAutoAD/main.jl

@@ -1,10 +1,9 @@
-using AutoAD: AutoMLFlowAnomalyDetections
-using Distributed
+using AutoAD
 using ArgParse
 using CSV
 using DataFrames
-using AutoAI
 using Statistics
+using AutoAD
 
 
 function parse_commandline()
@@ -17,7 +16,7 @@ function parse_commandline()
     "--prediction_type", "-t"
     help = "timeseriesprediction, anomalydetection"
     arg_type = String
-    default = "anomalydetecion"
+    default = "anomalydetection"
     "--output_file", "-o"
     help = "output location"
     arg_type = String
@@ -37,24 +36,15 @@ function parse_commandline()
   return parse_args(s; as_symbols=true)
 end
 
-const _cliargs = (; parse_commandline()...)
-#_cliargs = parse_commandline()
-const _workers = _cliargs[:workers]
-#_workers = _cliargs[:nworkers]
-
-nprocs() == 1 && addprocs(_workers; exeflags=["--project=$(Base.active_project())"])
-
-@everywhere using AutoAD
+const _cliargs = parse_commandline()
 
 function autoadmode(args::Dict)
   url = args[:url]
-  prediction_type = args[:prediction_type]
   votepercent = args[:votepercent]
-  dictargs = (; votepercent, prediction_type) |> pairs |> Dict
   fname = args[:csvfile]
   df = CSV.read(fname, DataFrame)
   X = df[:, 1:1]
-  autoad = AutoMLFlowAnomalyDetections(Dict(:url => url, dictargs...))
+  autoad = AutoMLFlowAnomalyDetection(Dict(:url => url, :impl_args=>Dict(:votepercent=>votepercent)))
   Yc = fit_transform!(autoad, X)
   println("output:", Yc |> x -> first(x, 5))
   return Yc
@@ -68,9 +58,9 @@ function main(args)
   if predtype == "anomalydetection"
     autoadmode(args)
   elseif predtype == "timeseriesprediction"
-    autotsmode(_cliargs)
-  elseif predtype == "anomalydetection"
-    autoadmode(_cliargs)
+    autotsmode(args)
+else
+    @error "check cli arguments: $args"
   end
 end
 

DockerizedAutoAD/run.sh

@@ -5,3 +5,4 @@ docker run -it --rm --platform=linux/amd64 automlad
 # julia --project -- ./main.jl -c low -t classification -f 3 -w 3 iris.csv
 # julia --project -- ./main.jl -c low -t anomalydetection iris.csv
 # podman run -it --rm --platform=linux/amd64 localhost/automlai -u http://spendor2.sl.cloud9.ibm.com:30412 iris.csv
+podman run -it --rm --platform=linux/amd64 localhost/automlad -u http://spendor3.sl.cloud9.ibm.com:30412 ../AutoAD/data/node_cpu_ratio_rate_5m_1d_1m.csv