MasayukiOzawa

 exec sp_execute_external_script @language =N'Python', 
 @script=N'

from tensorflow.examples.tutorials.mnist import input_data
mnist = input_data.read_data_sets("MNIST_data", one_hot=True)

import tensorflow as tf
sess = tf.InteractiveSession()

x = tf.placeholder(tf.float32, shape=[None, 784])

MasayukiOzawa

# ドメイン名の大文字 / 小文字の入力が意識されるため、以下のスクリプトの大文字/小文字はそのままの形式で適宜ドメイン名を変更

sudo apt-get install -y realmd krb5-user packagekit
# インストール時に入力が求められるドメイン名については、大文字で指定
# https://answers.launchpad.net/ubuntu/+question/293540

sudo realm discover contoso.com -v

sudo realm join contoso.com -U 'LinuxADUser@CONTOSO.COM' -v
# Domain Users 権限で JOIN させる場合、事前にコンピューターアカウントを作成し無効な状態としておき、コマンドで使用するユーザーのフルコントロールを付与しておく

MasayukiOzawa

function Install-JapaneseLanguagePack
{
    Param(
        [parameter(mandatory=$true)]
        $AdminUser = "",
        [parameter(mandatory=$true)]
        $AdminPassword = "",
        [parameter(mandatory=$true)]
        [ValidateSet("2012" , "2012R2", "2016")]
        $OSVersion = ""

MasayukiOzawa

DROP TABLE IF EXISTS T_EmpGO
CREATE TABLE T_Emp( ID int NOT NULL, Name Varchar(20), Status Varchar(1), Flag tinyint NOT NULL, UpdDate Datetime, CONSTRAINT PK_ID PRIMARY KEY CLUSTERED(ID)) GO 
CREATE INDEX IX_Name on T_Emp(Name) CREATE INDEX IX_Status on T_Emp(Status) CREATE INDEX IX_Flag on T_Emp(Flag) CREATE INDEX IX_UpdDate on T_Emp(UpdDate) GO
TRUNCATE TABLE T_Emp GO DECLARE @i int = 1 DECLARE @name varchar(10) 
WHILE @i <= 10  BEGIN SET @name = 'Name' + RIGHT('000000'+ CONVERT(VARCHAR,@i),6)  INSERT INTO T_Emp VALUES( @i,@name,1,0,Getdate() )  SET @i += 1 END GO
UPDATE STATISTICS T_Emp IX_FlagGO
DBCC SHOW_STATISTICS ('T_Emp', 'IX_Flag') WITH STATS_STREAM  GO
SET NOCOUNT ONGODECLARE @i int = 11DECLARE @name varchar(10) BEGIN TRANWHILE @i <= 1000000 BEGIN  SET @i += 1  SET @name = 'Name' + RIGHT('000000'+ CONVERT(VARCHAR,@i),6)  INSERT INTO T_Emp VALUES( @i,@name,2,1,Getdate() )  SET @i += 1END COMMIT TRANGO
UPDATE STATISTICS T_Emp IX_Flag WITH FULLSCANGO
DBCC SHOW_STATISTICS ('T_Emp', 'IX_Flag') WITH STATS

MasayukiOzawa

create table #SVer(ID int,  Name  sysname, Internal_Value int, Value nvarchar(512))
insert #SVer exec master.dbo.xp_msver
      


declare @SmoRoot nvarchar(512)
exec master.dbo.xp_instance_regread N'HKEY_LOCAL_MACHINE', N'SOFTWARE\Microsoft\MSSQLServer\Setup', N'SQLPath', @SmoRoot OUTPUT
      

MasayukiOzawa

{
    "$schema": "http://schema.management.azure.com/schemas/2014-04-01-preview/deploymentTemplate.json",
    "contentVersion": "1.0.0.0",
    "parameters" : {
        "userImageStorageAccountName": {
            "type": "string"
        },
        "userImageStorageContainerName" : {
            "type" : "string",
            "defaultValue" : "images"

MasayukiOzawa

$sqlinstancename = "MSSQL13.MSSQLSERVER"
$SQLBinPath = (Get-ItemProperty ([io.path]::combine("HKLM:\SOFTWARE\Microsoft\Microsoft SQL Server", $sqlinstancename, "Setup"))).SQLBinRoot

$param = @{
    ExclusionExtension = "mdf", "ldf", "ndf" , "bak", "trn"
    ExclusionProcess = (Get-Item (Join-Path $SQLBinPath "sqlservr.exe"))
    ExclusionPath = "C:\Windows\Cluster"
}

Set-MpPreference @param

MasayukiOzawa

# https://azure.microsoft.com/ja-jp/documentation/articles/sql-database-develop-direct-route-ports-adonet-v12/
# https://blogs.msdn.microsoft.com/sqlcat/2016/09/08/connect-to-azure-sql-database-v12-via-redirection/
# https://msdn.microsoft.com/en-us/library/azure/mt604439.aspx
$adTenant = "hogehoge.onmicrosoft.com"
$subscriptionid = "xxxxxxxxxxx"
$resourgegroup = "groupname"
$servername = "servername"

$user = "hogehoge@hogehoge.onmicrosoft.com"
$password = "M@sterEr0s"

MasayukiOzawa

-- https://azure.microsoft.com/ja-jp/documentation/articles/sql-data-warehouse-develop-concurrency/


-- ワークロードグループのリソースと使用状況の確認
WITH rg
AS
(   SELECT  pn.name                                 AS node_name
    ,       pn.[type]                               AS node_type
    ,       pn.pdw_node_id                          AS node_id
    ,       rp.name                                 AS pool_name

MasayukiOzawa

-- クエリ情報の実行時間上位 50 件の取得 (ポータルで実行されているクエリ)
select top 50
	(case when requests.status = 'Completed' then 100
	when progress.total_steps = 0 then 0
	else 100 * progress.completed_steps / progress.total_steps end) as progress_percent,
	requests.status, 
	requests.request_id, 
	sessions.login_name, 
	requests.start_time, 
	requests.end_time,