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COVID – week 48 – Feb 8 – Feb 14 2021

Weekend – cases declining in Washington State, positive rate is relatively stable at just under 8%.

US Daily reported cases below 100k/day for the first time since the end of October 2020. Data from JHU.

image

Weekend numbers from The Seattle Times.

Friday – UK hits 21% of population with at least one vaccine shot.

image

Thursday – WHO continue to search for the origin of this coronavirus. 600M vaccines by July for US. Population should be vaccinated by summer.

Wednesday – as vaccines continue to be rolled out, counties, countries are starting to open back up.

Tuesday – “Wuhan lab leak” unlikely to be source of coronavirus. Continued border closures as governments try to extinguish spread.

Monday – UK variant of COVID-19 is rapidly spreading in the US. Slowly vaccines are getting delivered.

TheGuardian The Seattle Times
8 Feb here here
9 Feb here here
10 Feb here here
11 Feb here here
12 Feb here here
13 Feb here here
14 Feb here here

https://www.theguardian.com/world/series/coronavirus-live

https://www.seattletimes.com/tag/coronavirus/

More Kusto – Azure Backup reporting

Using KQL against Azure Resource Graph; and here’s another useful snippet – it’s faster by far than PowerShell, subsecond result set.

RecoveryServicesResources

| join kind=leftouter (ResourceContainers | where type==’microsoft.resources/subscriptions’ | project SubName=name, subscriptionId) on subscriptionId

| where type == “microsoft.recoveryservices/vaults/backupjobs”

| where properties.backupManagementType == “AzureIaasVM”

| extend rsg = replace(“;[[:graph:]]*”, “”, replace(“iaasvmcontainerv2;”,””,tostring(properties.containerName)))

| extend vmname = tolower(tostring(properties.entityFriendlyName))

| extend rsvault = tolower(replace(“/[[:graph:]]*”,””, replace(“[[:graph:]]*\\/vaults\\/”,””,id)))

| extend backupage = datetime_diff(‘day’, now(), todatetime(properties.endTime))

| project SubName, rsg, vmname, rsvault, properties.operationCategory, properties.status, backupage

Cleaning up Azure storage – an ongoing tale

Back to “Azure Grim Reaper” – flagging and deleting unused storage in Azure.

There is no “nice” way to do this – the Azure Metrics help a lot.

Here’s some code that enumerates a list of subscriptions and pulls out storage accounts, transactions over a period of time, count of storage containers, tables and queues – and reads tags.

It’s generic enough for use in most places.

# setup
#import-module az
#import-module az.storage
# creds
#connect-azaccount
#
# set up array of subs


$subs= ‘<subscription ID>’, ‘<subscription ID>’

# today
$nowdate = Get-Date


#initialise output


$stgdata =@()



Write-Host “Enumerating” $subs.count “subscription(s)”


# loop through the subscription(s)


foreach ($subscription in $subs) {
# in subscription, next read the storage accounts
#set context
write-host “Switching to subscription” $subscription
set-azcontext -subscription $subscription |out-null
write-host “enumerating storage accounts”
$stgacclist = get-azstorageaccount
write-host “Total of” $stgacclist.count “storage accounts in subscription” $subscription


# loop through each storage account


foreach ($stgacc in $stgacclist) {
# in storage account, get all storage containers, tables and queues
# stgacc entity has StorageAccountNme and ResourceGroupName and tags


set-azcurrentstorageaccount -Name $stgacc.StorageAccountName -ResourceGroupName $stgacc.ResourceGroupName


write-host “enumerating storage account ” $stgacc.StorageAccountName ” in resource group” $stgacc.ResourceGroupName
write-host “storage containers”
$stgcontainers = get-azstoragecontainer
write-host “table service”
$tblservice = get-azstoragetable
write-host “queue service”
$qservice = get-azstoragequeue



#get transactions


$transactions = Get-AzMetric -ResourceId $stgacc.id -TimeGrain 0.1:00:00 -starttime ((get-date).AddDays(-60)) -endtime (get-date) -MetricNames “Transactions” -WarningAction SilentlyContinue
write-host “60 days of transactions” $(($transactions.Data | Measure-Object -Property total -Sum).sum)


#reset usage array
$lastused = @()


#loop through each blob service container
foreach ($container in $stgcontainers) {
# in blob storage container
write-host “collecting blob storage data”


$lastused += [PSCustomObject]@{
Subscription = $subscription
ResourceGroup = $stgacc.ResourceGroupName
StorageAccount = $stgacc.StorageAccountName
StorageContainer = $container.name
LastModified = $container.lastmodified.Date
Age = ($nowdate – $container.LastModified.Date).Days


}


#let’s find any unmanaged disks in the container
$allblobs = get-azstorageblob -container $container.name
$vhdblobs = $allblobs | Where-Object {$_.BlobType -eq ‘PageBlob’ -and $_.Name.EndsWith(‘.vhd’)}


}


write-host “Total of ” $stgcontainers.count “containers. Minimum age ” ($lastused.Age |Measure -Minimum).minimum “maximum age” ($lastused.Age |Measure -Maximum).maximum


#append to the array


$stgdata += [PSCustomObject]@{
Subscription = $subscription
ResourceGroup = $stgacc.ResourceGroupName
StorageAccount = $stgacc.StorageAccountName
Transactions = $(($transactions.Data | Measure-Object -Property total -Sum).sum)
ContainerCount = $stgcontainers.Count
TableCount = $tblservice.Count
QueueCount = $qservice.Count
AgingMin = ($lastused.Age |Measure -Minimum).minimum
AgingMax = ($lastused.Age |Measure -Maximum).maximum
vhd = $vhdblobs.count
blobs = $allblobs.count


#tag metadata
itowner = $stgacc.tags.itowner
businessowner = $stgacc.tags.businessowner
application =$stgacc.tags.application
costcenter = $stgacc.tags.costcenter


}
}
}
#output to csv


$stgdata | export-csv <somelocation>\storageacc.csv -force -NoTypeInformation

COVID – week 47 – Feb 1 – Feb 7 2021

Weekend – much concern that the Oxford/AstraZeneca vaccine does not provide adequate protection against the “South Africa” variant. Variant breakout is a real challenge. Lockdown, vaccination are really having an effect on the UK rates. (Below, from The Guardian).

image

Hotspots of South Africa variant in the UK.

Weekend update for Washington State from The Seattle Times. Positive case rate is stable and is certainly trending downwards. Vaccine delivery is slow but picking up; almost 9% have first vaccine shot (compare to 18% in the UK).

Friday – UK variant now 6%+ of COVID cases; this is the more transmissible version.

Thursday – Good data from The Seattle Times on vaccine rates across the state, by race and ethnicity. (paywall) “Scarce doses of the COVID-19 vaccine have so far gone disproportionately to white Washington residents, new data from the state Department of Health (DOH) shows.”

Wednesday – Oxford/AstraZeneca vaccine being limited in multiple locations to 18-55; leaving limited choices for over 55, more at risk community.

Tuesday – another “worrying mutation” in the UK. This may be the pattern for the next year – as vaccinations roll out and some immunity builds; watching for mutations that escape.

Monday – travel bans, closed borders contrasted with re-opening and relaxed restrictions. Parts of Washington State move to “phase 2” – which means restaurants can start to re-open at 25% capacity.

The Guardian The Seattle Times
1 Feb here here
2 Feb here here
3 Feb here here
4 Feb here here
5 Feb here here
6 Feb here here
7 Feb here here

https://www.theguardian.com/world/series/coronavirus-live

https://www.seattletimes.com/tag/coronavirus/

COVID – week 46 – Jan 25 – Jan 31 2021

Weekend – more discussion about how the US is somewhat blind to the new mutations and spread.

Weekly look at Washington State from The Seattle Times

Friday – more stories of vaccine restrictions and low numbers of delivery.

Thursday – EU/UK/NI spat over restrictions on vaccine deliveries.

Wednesday – more spread of the South Africa and Kent mutations; borders being closed; travel being stopped.

Tuesday – vaccine production lagging. Demand exceeds capacity.

Monday – Looking back at a year of COVID. First US cases in late January 2020. Watched the documentary 76 Days over the weekend. Today: 100M global cases, vaccines being delivered, wearing a mask is political.

The Guardian The Seattle Times
25 Jan here here
26 Jan here here
27 Jan here here
28 Jan here here
29 Jan here here
30 Jan here here
31 Jan here here

https://www.theguardian.com/world/series/coronavirus-live

https://www.seattletimes.com/tag/coronavirus/

COVID – week 45 – Jan 18 – Jan 24 2021

Weekend – A year since the first case in Washington State. Good write up on Twitter around UK rates, vaccinations and what next.

Weekly update from The Seattle Times, now showing vaccination data. We are still 3 months into the big wave; with concerns that mutations could make this go on for a while.

Friday – much concern about multiple new mutations.

Thursday – California running low on vaccines, last mile of US distribution is becoming an issue. Microsoft, Starbucks working on Washington State support; Amazon offering US wide support.

Wednesday – Inauguration Day. Hopefully a change of perspective and attitude to the pandemic. Meanwhile – record cases and deaths across the globe.

Tuesday – As the US prepares for a transition to President Biden, there is optimism that 100M vaccinations in 100 days, as well as a more competent and open approach to distribution will make a difference.

Monday – Washington State working on new vaccination plans, partners with Microsoft and Starbucks.

The Guardian The Seattle Times
18 Jan here here
19 Jan here here
20 Jan here here
21 Jan here here
22 Jan here here
23 Jan here here
24 Jan here here

https://www.theguardian.com/world/series/coronavirus-live

https://www.seattletimes.com/tag/coronavirus/