From 4c07504174336e0942c2095d7b9156ec2dc9a028 Mon Sep 17 00:00:00 2001 From: Dharmender Chunilal Lodariya Date: Wed, 12 Apr 2023 04:34:55 +0000 Subject: [PATCH 1/2] configurations update --- .github/workflows/workshop_unit_test.yml | 3 ++- src/workshop/core/scoring/deployment.yml | 2 +- src/workshop/core/scoring/endpoint.yml | 2 +- src/workshop/data/linear_regression.joblib | Bin 5731 -> 5843 bytes 4 files changed, 4 insertions(+), 3 deletions(-) diff --git a/.github/workflows/workshop_unit_test.yml b/.github/workflows/workshop_unit_test.yml index 3c1382c3..f6efd479 100644 --- a/.github/workflows/workshop_unit_test.yml +++ b/.github/workflows/workshop_unit_test.yml @@ -1,4 +1,5 @@ name: feature_engineering_unit_test + on: workflow_dispatch: push: @@ -31,7 +32,7 @@ jobs: - name: Install AZ ML and tools run: | # SETUP line 34 to point to your own AML workspace az extension add -n ml -y --version 2.2.1 - az configure --defaults group=azureml workspace=ws01ent location=westus2 + az configure --defaults group=mlops-rg-910168 workspace=aml910168 location=eastus2 - name: Run Feature Engineering uses: ./.github/actions/aml-job-create with: diff --git a/src/workshop/core/scoring/deployment.yml b/src/workshop/core/scoring/deployment.yml index 29c3500c..a1c1b2ef 100644 --- a/src/workshop/core/scoring/deployment.yml +++ b/src/workshop/core/scoring/deployment.yml @@ -1,6 +1,6 @@ $schema: https://azuremlschemas.azureedge.net/latest/managedOnlineDeployment.schema.json name: green -endpoint_name: mlops-workshop-endpoint #setup replace `mlops-workshop-endpoint` with your own endpoint name defined in endpoint.yml +endpoint_name: mlops-workshop-endpointD #setup replace `mlops-workshop-endpoint` with your own endpoint name defined in endpoint.yml model: azureml:nyc_fare_prediction:1 code_configuration: code: ./ diff --git a/src/workshop/core/scoring/endpoint.yml b/src/workshop/core/scoring/endpoint.yml index 611e0721..4049d2fe 100644 --- a/src/workshop/core/scoring/endpoint.yml +++ b/src/workshop/core/scoring/endpoint.yml @@ -1,3 +1,3 @@ $schema: https://azuremlschemas.azureedge.net/latest/managedOnlineEndpoint.schema.json -name: mlops-workshop-endpoint #setup replace `mlops-workshop-endpoint` with your own endpoint name. It has to be globally unique +name: mlops-workshop-endpointD #setup replace `mlops-workshop-endpoint` with your own endpoint name. It has to be globally unique auth_mode: key diff --git a/src/workshop/data/linear_regression.joblib b/src/workshop/data/linear_regression.joblib index d6bd059086fc6a30a98af61118b41c2f0c08a9c8..595aa05dba0cd65d7cf542d1a70e5759e48f5212 100644 GIT binary patch delta 1287 zcmZ`&ZA?>F7;afxN?RxtT80cPs}3qiL5rdboD!Hg?kvoitsCH7OAp*id%t=M)=beQ zfVhiUxR+t(Mqm<^WJ@N_ABM?U%=qJ&aWlGX3Gv512-{?mOoxku-QI=`m+bsFZ=UCQ zpS-7dBCo6#2^UdCxCE!lY2~xYNQjQ&UY7Mr zdoa*Oh9Jq|z9rM9)pDal96h~Wtz$M z=>MfUA#7)!k{N=Eu(2#DnaPoDEmVZ$*eKpY`5}|*(MUFe#lr!TS-%Qes4!!dfj=rM z<$0?pCOz%Z%C$Ji1wxRqc`_tOQfx@N#v!T9Mjlz2kxC))Z5BHm=- zJ?$N3oA5@GOX(G^ByBXd9gj&7pJqi~!eUazfKHz<$O$Dn=5Z@+*e$(|Q3&fj$|7M# zZ~w0>Dw_m#@~e;2-zM)@+Jve!i{MVtt(ES_X;W^uNZ`cl(zL8S=*7Fnmy~jbb*-sW zxMA}AAALlyr=QxH9c~XoFH05&1EdtCiSff=G0q13ZBUxey>b*p`!VsbSiq~jL7MQ2 zbt64Wg|L+F+{bG}-h+66lZM#MKfzH!u@*G=_I$lK{)pFvsbGgB5S6@^rosU(&;i9h z-oScEKNZ5moR@>5n+RZ~ybk|oM8rM;WZ1e^JFSm*THbHJ(qGYE*o;Pg{rm&&=W%c# zxj{esA`PZe&z!ti#se*7`Y@Rt1@n`1m35^KJj!b5F??1HYG<2rXLqFm$C-&AmwUIP z^S`VsJ9x#4@OT8wyZ7Hr_@V^7Q_(#%x935nP2uk1&)q3UPHybTlV&q|;ohX@?6M18 z=so&z(ZgL}al>hc>g7@tow;-}XR!u2YIXc;tdrCW3;!{7D-Wx&oG3+qa$U#V zSL>|+buV-ezh4aslLsm+^;^)5=??XQsZ!*+Osvc}wdiJLd;8o{4w@GeE-&5Q0`dn= zlZ*X!K3I6 z2oG>EszS3)UP;MeZiTwc#5!#PUrCu*Gvs1Pr76u*4#wu<;ugrnI=Gc8m@5^Fi(df6 zNg#dIUIG-DGRUnWLuItFe3{Y8yaKngRz~iYZ1qx$81H6DY@BzL62Y$dG1b`6ebn7S^Wr1oZhXf+Tw|rjL zK$@;sjzc`}7C7dL9T#pD`Y8>Sa;>yrL0Z5Mm| zc4DNs)PLWiJmbF~TOm?Q!UMc(B$}d&UcB*0_EajoY!LT+-l#-4}uS$9`E;KEK z-jnb4wX+UJV9KFXPctA@{2(;mrF?qEj`#lR+`NnUJ@ey~qG7FJvTD@+QtM^(g=ch6 zYSKH%y``%&OQ<0FerpY{y8k1(+cA~;!_8Z0LtB3`eqoe2m~o=}p5ZzQ{4?=GOVf3v z#q>%g=-$}ep_=beR14X1?%4^{umk>)7W@&h?ex_*dA@4W14O1yQA_~zJ|L&1Y1 z1b*K2)k*!gXrdgunCWu^9eMQb*x*DvDt-oJZ#0b(SkqKO?Y3d09f{1%qGpKv`DSq~ z8Xy`i!lc-GpO`=OB|AGkh|cUSKbqq=gf@Mbf~QVRp}L6q(wE!EiQ>7Uz{!y=0&gD= z&fGss^d5IzHJ^KN7@dYa4`R=D6PxO?yKY+Nh{FlJR7ulMgzs6Yb$;?8(bZSI<&8Uc z3CXkN(-`IfI<|Gg!yEkr=mrghIBYW7vHu~ZmO5gha z?qy$hqs=j^S>gOR@mfR1=lIcIQDM}4Zu*@$q*>2*{L)g8a8>i9He2QYM!DQLC7&Z> yc0z}gXUO%+DJ||`#lzug@hjh)S$FACs6ncg3MD$0j&qjON|27vr(^0LWAfjBGSR^R From 8a52c0e2bef54af993450d652b5c436af7e8dc15 Mon Sep 17 00:00:00 2001 From: Dharmender Chunilal Lodariya Date: Wed, 12 Apr 2023 05:38:12 +0000 Subject: [PATCH 2/2] a short summary of changes made- put your own comments here --- .github/workflows/workshop_ci.yml | 2 +- src/workshop/core/training/ml_training.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/.github/workflows/workshop_ci.yml b/.github/workflows/workshop_ci.yml index 09c0ea72..971c54d5 100644 --- a/.github/workflows/workshop_ci.yml +++ b/.github/workflows/workshop_ci.yml @@ -32,7 +32,7 @@ jobs: - name: Install az ml & set default values for AML run: | #setup: provide group, workspace and location az extension add -n ml -y --version 2.2.1 - az configure --defaults group=azureml workspace=ws01ent location=westus2 + az configure --defaults group=mlops-rg-910168 workspace=aml910168 location=eastus2 - name: run training and model validation run: | az ml job create -s -f src/workshop/core/pipelines/training_pipeline.yml diff --git a/src/workshop/core/training/ml_training.py b/src/workshop/core/training/ml_training.py index 6f59dcdd..c85b8ad5 100644 --- a/src/workshop/core/training/ml_training.py +++ b/src/workshop/core/training/ml_training.py @@ -43,7 +43,7 @@ def createClassModel(algo_name, catg, nums): #--------------------------------------------- #setup: Update alpha value #--------------------------------------------- - model = Ridge(alpha=100000) #setup + model = Ridge(alpha=100) #setup elif algo_name == 'random_forest': model = RandomForestRegressor() else: @@ -100,4 +100,4 @@ def main(args): # parse args args = parse_args() # run main function - main(args) \ No newline at end of file + main(args)