From 8aa287dadf33838bbbbb943045584e140453fb4c Mon Sep 17 00:00:00 2001 From: Roope Astala Date: Wed, 26 Sep 2018 09:32:24 -0400 Subject: [PATCH] Updating Azure Databricks examples --- databricks/Databricks_AMLSDK_github.dbc | Bin 42332 -> 38702 bytes databricks/readme.md | 17 ++++++++++------- 2 files changed, 10 insertions(+), 7 deletions(-) diff --git a/databricks/Databricks_AMLSDK_github.dbc b/databricks/Databricks_AMLSDK_github.dbc index fdbad0493a713503064fd1ff20dc65c25eeeb87b..50446c5dda6427657963f0a9b2ba9f5135411d33 100644 GIT binary patch delta 23252 zcmY(~W0NLa)E(fqZTGZo+qN}r+s56tZQHgvZQHi(Jb9~Yp=C60a9BF z0_(G&j9d+O~U0!JkhVP9kFXV#X;KvKU2p%O)z)&J=D<5&1hGo z;l870ldwq~3e(03`~5U6tke{9lVM-ab$n0FjBrB^0a2tp3X?s$3~O???8uxlH=mvP zG3Jl4d^dM<^JLeT-|<17&4pHxE@5lyG)bj#^<;N$gTC;)S(#y=*auu+d^FYd`noK)lF`j@r4bJ_^@f6I^HpKndwFkirp`h(w_5s`*`GN+$9efs25nyiP zes|3 zsqM?#lPL96x2Kp^C>5nDHwknGO;VRLOIn_8HA`10vjZ*?@K*0Qr`FAVAE%W!v(Miq z^y}u$n!?C>)(4Q^%V~3vIW}s`Zik&*_QNTl!u{Hzta5Cxc1m$7ZQs5!oGeaX+kAQv zzW6ba-=18CP4Ig^nq};?e@w0(8#Zar+V|zmtnSj*cVlDDIA+%L^=Xk~UP@U;ssnPX z$vLN9&@mCtEWY)Vnq4Lx9t&#mDAb<8ed>?BmeGB3O97TSnSmUO9qx+)U8akNXuW$@ z-xMBT5s+z1zrD6;Ggu$|ml{GwTr8>D(_AW%jg6{3E&N)CZ}Br49FJX?JSEfR_T)@# z9C|?a{Hi~?dZL>=N%kyafRq(_5V~g6cI_dw?cQPVH9wX1F6m4AwDWD!ZC`lJ`|qz2 z+b?3jV*rM0jF#MTf;utuM7WwBGF3SlfnKnM23eg43RPqiAp@c)e6JWhQI4}XIZENO zD78#P5EscH=~#FCO4_~V65}zy8QQKqYPUPEOQgrWVK0^4R+lO*N7Ep13xfmyNfy74 ztl0?lw{4Oc5jwxxqiHQ4Xdv)lUiD}Yk(;5yFu;%aMFP2NUP@HQYmjd&h6n3F*nyN1 z*aXW5t(!Z0Z6tLqCaw8_Io=?JG!aIm+C3Jlg7->&g()GH#Eq?2;ZmVjIJWHH79#EY z08%CGbcCWp@JG3BN3}_{|0;b*tf-T9gc6#hIuv>}y6QOzl$sqh+q$S&e5@q2oQ$pX z0f2NdSVMa}-{f4(mA2sKdLl{3pnY}3$Cb^R9y99Lq;=;f+tv<~5C+ow0VLzrimQ(f zgHXNRV<*|gC0%LB+8^6C4vYM1C}woiW6gjDF%0LYg~O%^P0zny-}8nqP$-J#3PLJ0SMlFoCo z?A&rczD*z~AC1aJ1eRJ(5M6q9OvsBp-@vP1m-Dt=P#RuLF+A;low*{ge-@k=&&uAR zzva(fDW6ohAqa|zxK;h-31;y;@{3_g?uEoJd3o@@moUDik(`U^LG!JtBUq)70rsB6 z*-qffh+^tznomtem_NDwnKKknmnEP|pfIpsnqn;2{*mvaY(Kqv?ay-e-R<0;w1aSc zf>dVD;DVS_XzHEZK^u2>3hJTUnr)W2)XVvS)^2bbf3B+~ytnn1=fF?D8(WKS;oD}$|#Z;yDmBkUx-=P=Y`QWjis zomYiDTzXTOMPK6Y5z9v(-#nTncT-iX8cpwV8}Hjt34*qpiSLc+!>?)fi;%p`@_$-D zEUOpG&rjEvtNj5pZPgpM#U^n1?4)%i`{=AW zz=*D4j)^&v^!a+1^1){>RdMZg3RZgAd0lnc)0UoP3VoYFP@HLdcn1Psc}1)Dw}Q=Q z85Z3PQ9aBW04TWO9c(_P=JZIf#kl5YR(W>=G@o`Hb)RpuNl12_hI(z@v-g;(Es7Lb zRMt5BvE>Q(@eWhjY^e5PX}LhG*i~hr|7&^4kCKOKMOHAB7wLkm5SGGf_-n!KH& zH!{J2DEd$-P0f>amx3UEp?4QfRUEY7L9~iO+ZV1zIg2_+S|r&m`5($ZD9i9*w48id zO8huZfJ%do_OmvO&VpcJW3;3>R>PLmfebv0LrEsPZytdUcc z#;jvhAFXoLgx8Oh7$(7y9pQA(z?c@_E`k#yfH%OO&2KORb%qzlyl`~}Qq1OwEI~?b z*b$*#McGVkJSqO(AbY?05Sp|ZIfJMb#h)cX>j1xbR)iKcg@9Dl8*e7rxYarVcgJ_x z;b~ttE{_ndh1ptRiQC3%T6*dLLw(SM$rfy6If%4d&kjQPzqtyQ1P#ek`dwv?BaHh2 zREj0t2OHRSXZvVdTFW$qF4g`5?rs_RfUCWFi)B=7~Z5lU1WQ*6UK=8 zw^gIo23Vp~a-PHohN$-d_7}KzkI0o%lQ}e6kT!N06t20NXkk=iQ(`J?0E-KTt4Hb%bDUYHc#v)G#^kzmRq_ItwmhZTVcymI=i_;~ny5l)d(49y_yE5m zYTx0ek=OBt;>ZKfskj(4I)^jQAg+xT>9Co6-qK`IcdmpFkIU=j0bNZEo7J&DrD!^Y zjJ#Y>`3VE@n@e`f@t@&qLJ=20T;}kqNPWtD5fPlhZqbViy2Z?^MJr#5a}S!j9Cc1aH3pT&@x$!2zK^P%VR-%`M zFVDhX9u6I!&+VQG#&qC;T<#9&9E010dd!N{Ol#!=mAv9y6#E`>A<;D9XeldK&MVi@ z2PO4n98eq0h?y>Qp!`>96l9Q^c4;!c70e{n8~&&r z{4-Uv#nPI4_!g4=V(k`yh{b{UBUW@WS7Oz32d8V=jtmxYrh@R)37`&bk?Q$Cj~tY! z042Jo`=id&)rX@?``+InmLo1B+prbv-~9X2i5^f0@aY`0hV&WT)-Ykjwz7GRs9qfasA|t()$YlZJU>?o0iM83438` z+l`>AbWzkj9(ileC~&NsRhz6R-_wWO9{7i>C`T|b6N-5DQ5h;TpS;32l}hK*aB_JF zV|kg0c)TLhEoupUBgs+OjF~P)U6DzusIC&o8Q8UiZsAx?gt`RIR)RLd=$O;4m!)e^ zv4AeR$pudLdQcLetPdCNc_Rsn(dFVB#bbWw27_YKCL;?U*ufS4FK{6pLxocyBMvGK z0?a|VtSF>e4d^^kY8WoheXgNVqm*;LwH_I)GE~xVfnlLicF6+epIhT~1i#rl_K#^V zX5E-gApXNAzeJ8}IVj7J&{>fJ8!31`rI>@3T**1$Ie*F-ilDYZSYaQHMb=lN$Fq z*m7>(cX$%y;{K@}_GX7Q83OEOyqGdI^lVcjacN|7{+|QY1-%pt!e)U*LeGTnk&Y;A z0sJ<_WK+zx_?Z36I{bK0`bz8c=}XKDZk10$b`42dyi3n^TF(!XK8e9BIDpwGi(1DN7cW1&NSGau@BqEND}L2=wB zhlcF1PZ{0!PR4;fXP(8i^MV2my*K<4lq zA{7iUkS4EiDM4YG(o^*aTocv6bTKrFLuii$wKvoF_A=C#WVAo1V=xk_v~`pfb$o>H zben&-uL12Xl@a_QFfJ^19S|bp!fg-B zg8F#v^kbLUGrNyYqp5iPmLFjD;nc{}*ehR? zB&XwYTVnr!u_`zo4vPvP{7CKvqZ$i1DsLuAq=|AH2h!E=7p+gQFA_g|V}HNGZuR``r&otK^@Q>E%RJ^p z#uB_DUNlbol}O0Zu~ibzs2M@v6cIqlCHJJjOSP1HdGXjxZp%5D(vaAK=S8KpkqH@7 zGvE_PhARprKI$KJm;5o*4Y|f?F1P{Sy?Qy{JWeddfH2vEU*TzHMVc*`^N(q#UacqU zvR5o`iDaJ7hWUCX;QzH zkSOcL+>`bw2K1JlR}z3KbV6}B`TS+8>m1@Z))|*!Zx&$1t{>MX)be>H%j0i*s(Fb3 zZ{13E$SuEFF4U&m-gQ;Td=2>NLhSY?BlLYBfV#zaGPb<_$(qSJ+xiw-sehZF*?9N< z;j6xh`Zyi~;$KBhy)@~>k%ZC;UVJdwVR7O7wgD~X)+zGzwPNM{R@48|xi5_MY}d^L zmC&BWJMDZDRZAxYf{)4(IgcGzu7J6l{~StaWx>vu1*2>Py9N!9E(Zk2jK@bRBPpg7 z9jrlZIbmA56WO}NnSWBL@_@|vfsAeR+q6VD`>@Y=q{`uEb%BDgu2m`cv)c%M!q#T*SY=IBa!t@YYvXWwV53v{ z!~RQ?2g;(Xra(XnhXRa~0x2X*qP)wW1w#Na)Z#O7a~aEEcz6~w z6>Wgm+5Cg@mcDQ18S}$QL&bVs3_JH@WVIWi%01|}5D_uVn)@mc<{pI_UhQD*5<*4@+2a+D1`EJpX{g~NRQ&MG{qYiSp z?A&|2bQ2MaS)

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z|6*@U{{h=TK#tu06?PZEOvFq6zrz1@6=?oH;n?7RgbDu#ocmw3X#Z-B75(pJ;pM3k tBa#td|Iy*!hfkbK!34`o`F9c~90N;H1`_I@TfqE1-@yL9nf!lx{|ERG1)l%_ diff --git a/databricks/readme.md b/databricks/readme.md index 005a0b41..f4369ec4 100644 --- a/databricks/readme.md +++ b/databricks/readme.md @@ -1,9 +1,9 @@ -# Azure Databricks - Azure ML SDK Sample Notebooks +# Azure Databricks - Azure Machine Learning SDK Sample Notebooks -**NOTE**: With the latest version of our AML SDK, there are some API changes due to which previous version of notebooks will not work. -Kindly use this v4 notebooks (updated Sep 18)– if you had installed the AML SDK in your Databricks cluster please update to latest SDK version by installing azureml-sdk[databricks] as a library from GUI. +**NOTE**: With the latest version of Azure Machine Learning SDK, there are some API changes due to which previous version of notebooks will not work. +Please remove the previous SDK version and install the latest SDK by installing **azureml-sdk[databricks]** as a PyPi library in Azure Databricks workspace. -**NOTE**: Please create your Azure Databricks cluster as v4.x (high concurrency preferred) with **Python 3** (dropdown). We are extending it to more runtimes asap. +**NOTE**: Please create your Azure Databricks cluster as v4.x (high concurrency preferred) with **Python 3** (dropdown). **NOTE**: Some packages like psutil upgrade libs that can cause a conflict, please install such packages by freezing lib version. Eg. "pstuil **cryptography==1.5 pyopenssl==16.0.0 ipython=2.2.0**" to avoid install error. This issue is related to Databricks and not related to AML SDK. @@ -11,9 +11,9 @@ Kindly use this v4 notebooks (updated Sep 18)– if you had installed the AML SD The iPython Notebooks have to be run sequentially after making changes based on your subscription. The corresponding DBC archive contains all the notebooks and can be imported into your Databricks workspace. You can the run notebooks after importing .dbc instead of downloading individually. -This set of notebooks are related to Income prediction experiment based on this [dataset](https://archive.ics.uci.edu/ml/datasets/adult) and demonstrate how to data prep, train and operationalize a Spark ML model with Azure ML Python SDK from within Azure Databricks. For details on SDK concepts, please refer to [Private preview notebooks](https://github.com/Azure/ViennaDocs/tree/master/PrivatePreview/notebooks) +This set of notebooks are related to Income prediction experiment based on this [dataset](https://archive.ics.uci.edu/ml/datasets/adult) and demonstrate how to data prep, train and operationalize a Spark ML model with Azure ML Python SDK from within Azure Databricks. For details on SDK concepts, please refer to [notebooks](https://github.com/Azure/MachineLearningNotebooks) -(Recommended) [Azure Databricks AML SDK notebooks](Databricks_AMLSDK_github.dbc) A single DBC package to import all notebooks in your Databricks workspace. +(Recommended) [Azure Databricks AML SDK notebooks](Databricks_AMLSDK_github.dbc) A single DBC package to import all notebooks in your Azure Databricks workspace. 01. [Installation and Configuration](01.Installation_and_Configuration.ipynb): Install the Azure ML Python SDK and Initialize an Azure ML Workspace and save the Workspace configuration file. 02. [Ingest data](02.Ingest_data.ipynb): Download the Adult Census Income dataset and split it into train and test sets. @@ -22,5 +22,8 @@ This set of notebooks are related to Income prediction experiment based on this 05. [Deploy to ACI](04.Deploy_to_ACI.ipynb): Deploy model to Azure Container Instance (ACI) with Azure ML Python SDK. 06. [Deploy to AKS](04.Deploy_to_AKS_existingImage.ipynb): Deploy model to Azure Kubernetis Service (AKS) with Azure ML Python SDK from an existing Image with model, conda and score file. -Copyright (c) Microsoft Corporation. All rights reserved. +Copyright (c) Microsoft Corporation. All rights reserved. + All notebooks in this folder are licensed under the MIT License. + +Apache®, Apache Spark, and Spark® are either registered trademarks or trademarks of the Apache Software Foundation in the United States and/or other countries. \ No newline at end of file