If you want to know how to use it in C#/Java, there are some sample code in this document: https://docs.microsoft.com/en-us/azure/app-service/configure-ssl-certificate-in-code. Basically, to refer certificates uploaded in Azure App Service Linux using Python does not make much difference from in a local machine. It can be divided into three steps:
Steps:
1. Upload or import the certificates in Azure Portal to make it accessible to the app service:
2. Load certificate by setting WEBSITE_LOAD_CERTIFICATES to * or a specific thumbprint which belong to the certificate you want to use.
Then the certificate(s) will be injected into the python container in the path "/var/ssl/":
Container platform
Public certificates
Private certificates
Windows container
C:\appservice\certificates\public
C:\appservice\certificates\private
Linux container
/var/ssl/certs
/var/ssl/private
3. Refer to the certificate using Python Code.
Firstly, we can check if they exist by going to their directories in SSH:
Then leverage below sample code to use the certificate, replacing the thumbprint with yours:
Sample Code:
Sample1(using pyOpenSSL):
# load OpenSSL.crypto
from OpenSSL import crypto
# open it, using password. Supply/read your own from stdin.
p12 = crypto.load_pkcs12(open("/var/ssl/private/6E619CF099EC156414E939B53358C98841234567.p12", "rb").read(), b"")
# get various properties of said file.
# note these are PyOpenSSL objects, not strings although you
# can convert them to PEM-encoded strings.
p12.get_certificate() # (signed) certificate object
p12.get_privatekey() # private key.
p12.get_ca_certificates() # ca chain.
Output1:
Sample2(using cryptography):
from cryptography.hazmat.primitives.serialization import pkcs12
with open("/var/ssl/private/6E619CF099EC156414E939B53358C98841234567.p12", "rb") as f:
private_key, certificate, additional_certificates = pkcs12.load_key_and_certificates(f.read(), b"")
print(certificate.not_valid_after)
Note that those certificates are stored in format "p12" and their password is empty.
All done. Thanks for reading! I hope you have fun in it!
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\n
There are often many points to consider in choosing a single- or multi-tenant database for a SaaS application.
","body":"
I have a varied client base. Many of my customers are traditional larger financial organizations. But I also work with start-ups and software houses. (Microsoft calls these ISVs – Independent Software Vendors).
\n
\n
Most software houses don't want to sell software anymore. Instead, they want to repackage their solutions as services, i.e. they want to offer Software as a Service (SaaS).
\n
\n
Converting an application to a service is not easy. Even Microsoft had false starts with moving their on-premises applications to cloud-based offerings.
\n
\n
Lately, I've spent a lot of time considering Microsoft's Well Architected Framework (WAF). It provides pillars of guidance targeted at architectural excellence. There is a specific article that covers Multitenant SaaS on Azure. Part of that discussion is around the use of Azure SQL Database and Elastic Pools. This is an area that's often missed in these discussions, and it's the database aspects of that topic that I want to drill into further in this post.
\n
\n
Supporting SaaS with Databases
\n
I want to talk about one specific aspect of supporting these applications. And that's the one dear to my heart: databases. It's critical to get this right early on.
\n
\n
On-premises applications are mostly single-tenant. They support a single organization. We do occasionally see multi-tenant databases. They hold the same types of information for many organizations.
\n
\n
But what about SaaS based applications? By default, you'll want to store data for many client organizations. Should you create a large single database that holds data for everyone? Should you create a separate database for each client? Or should you create something in-between.
\n
\n
As with most things in computing, there is no one simple answer to this. Here are the main decision points that I look at:
\n
\n
Isolation
\n
For me, this is the #1 item. You have to decide how important it is to isolate one client's data from other's. Developers always tell me \"the app does that.\"
\n
\n
In multi-tenant databases, you are always only a single WHERE clause away from showing one client's data, to another client. Writing clean code with great separation is much harder in multi-tenant databases.
\n
\n
You need to start by considering what would happen if this went wrong. For some ISVs, this would be deeply embarrassing but still manageable. For other ISVs, this would be terminal for the organization.
\n
\n
Imagine the discussion between your CEO and a client after you showed their data to someone else. How would that discussion go? Would you still have a job? Would you still have an organization?
\n
\n
If you have even the slightest doubt about this, use a separate database per client. You still have the chance to mess that up, but you are starting in a better place.
\n
\n
Price
\n
This one is pretty easy. Single larger databases still cost less than large numbers of smaller databases. If cost is your main issue, you will lean towards single-database designs.
\n
\n
Note: Azure SQL Database offers elastic database pools. Consider them before making your decision.
\n
\n
Cloudiness
\n
A key aspect of \"cloudiness\" is resource granularity. Having separate databases for each client is much more \"cloudy\". Multi-database designs have many advantages. Each of your clients might need different levels of performance. Or they might need different features. This is easy in a multi-database design.
\n
\n
You might also be able to add (and on-sell) features to specific clients. For example, one client might want a read-only copy of their data in another location. Other clients don't need that.
\n
\n
Having separate databases lets you decide these things on a client-by-client basis. You can scale the databases up and down to different levels, for each client.
\n
\n
And it can even vary within a single client organization. They might require different environments (i.e.: Production, UAT, Test, etc.). Each environment can have different capabilities and features.
\n
\n
Noisy Neighbors
\n
Everyone who's used a single database to support a large number of clients has run into the \"noisy neighbor\" situation at some time.
\n
One client can't get their work done because of the overhead from another client. They don't realize they are using the same database as someone else.
\n
\n
These problems are far easier to solve with separate databases.
\n
\n
If your clients are all in a single database, moving one client to another database can be hard. You need to plan for that from day #1.
\n
\n
Query Performance and Complexity
\n
With multi-tenant databases, almost every table will contain the tenant ID. This column will be part of almost every join operation.
\n
It's easy to see that these databases perform worse.
\n
\n
The code you need to write is also more complex.
\n
\n
DevOps and Deployment Friendliness
\n
A multi-database model is much more DevOps friendly. Single smaller databases can often be \"spun-up\" and then destroyed again, much faster than larger databases.
\n
\n
It is much easier to give each developer their own environment with their own databases during development and testing. A single large database is obviously easier to manage, but you should be looking to automate the deployment and core management of your databases anyway.
\n
\n
Recovery/Rollback/Import/Export/Retention
\n
Have you considered what happens when an \"oops\" moment occurs? One client wants to roll back their data to an earlier point in time. This can be very complex to achieve with single-database designs. It's trivial to achieve with multi-database designs.
\n
\n
What if different clients have different data retention policies? What if clients want to be able to import/export their own data?
\n
\n
You can do all these things with both designs, but they are much simpler with multiple databases.
\n
\n
Data Ownership
\n
You need to consider who will own the data that's used by your application. When you use a single-database model with multiple tenants, it's clearly going to be a database that you own and are responsible for. Is that an appropriate risk for your organization?
\n
\n
One model that I'm seeing more commonplace now is that while the ISV owns and operates the application, the end customers own their own databases (and pay for them). This might simplify your legal situation in regard to data ownership. It might also help if there are data sovereignty issues.
\n
\n
Take legal advice on this.
\n
\n
Summary
\n
As I mentioned, this isn't a simple decision. Nowadays for cloud-based PaaS (Platform as a Service) databases to support SaaS applications though, unless there is a compelling reason not to, I'd suggest starting with a separate database for each client every time.
\n
\n
About the Author
\n
Dr. Greg Low is a member of the Microsoft Regional Director program that Microsoft describes as “150 of the world's top technology visionaries chosen specifically for their proven cross-platform expertise, community leadership, and commitment to business results.” He is the founder of and principal consultant at SQL Down Under, a boutique data-related consultancy operating from Australia. Greg is a long-term data platform MVP, a well-known data community leader and public speaker at conferences world-wide. He has a pragmatic attitude to business transformation and to solving issues for business of all sizes.
\n
","body@stringLength":"9050","rawBody":"
I have a varied client base. Many of my customers are traditional larger financial organizations. But I also work with start-ups and software houses. (Microsoft calls these ISVs – Independent Software Vendors).
\n
\n
Most software houses don't want to sell software anymore. Instead, they want to repackage their solutions as services, i.e. they want to offer Software as a Service (SaaS).
\n
\n
Converting an application to a service is not easy. Even Microsoft had false starts with moving their on-premises applications to cloud-based offerings.
\n
\n
Lately, I've spent a lot of time considering Microsoft's Well Architected Framework (WAF). It provides pillars of guidance targeted at architectural excellence. There is a specific article that covers Multitenant SaaS on Azure. Part of that discussion is around the use of Azure SQL Database and Elastic Pools. This is an area that's often missed in these discussions, and it's the database aspects of that topic that I want to drill into further in this post.
\n
\n
Supporting SaaS with Databases
\n
I want to talk about one specific aspect of supporting these applications. And that's the one dear to my heart: databases. It's critical to get this right early on.
\n
\n
On-premises applications are mostly single-tenant. They support a single organization. We do occasionally see multi-tenant databases. They hold the same types of information for many organizations.
\n
\n
But what about SaaS based applications? By default, you'll want to store data for many client organizations. Should you create a large single database that holds data for everyone? Should you create a separate database for each client? Or should you create something in-between.
\n
\n
As with most things in computing, there is no one simple answer to this. Here are the main decision points that I look at:
\n
\n
Isolation
\n
For me, this is the #1 item. You have to decide how important it is to isolate one client's data from other's. Developers always tell me \"the app does that.\"
\n
\n
In multi-tenant databases, you are always only a single WHERE clause away from showing one client's data, to another client. Writing clean code with great separation is much harder in multi-tenant databases.
\n
\n
You need to start by considering what would happen if this went wrong. For some ISVs, this would be deeply embarrassing but still manageable. For other ISVs, this would be terminal for the organization.
\n
\n
Imagine the discussion between your CEO and a client after you showed their data to someone else. How would that discussion go? Would you still have a job? Would you still have an organization?
\n
\n
If you have even the slightest doubt about this, use a separate database per client. You still have the chance to mess that up, but you are starting in a better place.
\n
\n
Price
\n
This one is pretty easy. Single larger databases still cost less than large numbers of smaller databases. If cost is your main issue, you will lean towards single-database designs.
\n
\n
Note: Azure SQL Database offers elastic database pools. Consider them before making your decision.
\n
\n
Cloudiness
\n
A key aspect of \"cloudiness\" is resource granularity. Having separate databases for each client is much more \"cloudy\". Multi-database designs have many advantages. Each of your clients might need different levels of performance. Or they might need different features. This is easy in a multi-database design.
\n
\n
You might also be able to add (and on-sell) features to specific clients. For example, one client might want a read-only copy of their data in another location. Other clients don't need that.
\n
\n
Having separate databases lets you decide these things on a client-by-client basis. You can scale the databases up and down to different levels, for each client.
\n
\n
And it can even vary within a single client organization. They might require different environments (i.e.: Production, UAT, Test, etc.). Each environment can have different capabilities and features.
\n
\n
Noisy Neighbors
\n
Everyone who's used a single database to support a large number of clients has run into the \"noisy neighbor\" situation at some time.
\n
One client can't get their work done because of the overhead from another client. They don't realize they are using the same database as someone else.
\n
\n
These problems are far easier to solve with separate databases.
\n
\n
If your clients are all in a single database, moving one client to another database can be hard. You need to plan for that from day #1.
\n
\n
Query Performance and Complexity
\n
With multi-tenant databases, almost every table will contain the tenant ID. This column will be part of almost every join operation.
\n
It's easy to see that these databases perform worse.
\n
\n
The code you need to write is also more complex.
\n
\n
DevOps and Deployment Friendliness
\n
A multi-database model is much more DevOps friendly. Single smaller databases can often be \"spun-up\" and then destroyed again, much faster than larger databases.
\n
\n
It is much easier to give each developer their own environment with their own databases during development and testing. A single large database is obviously easier to manage, but you should be looking to automate the deployment and core management of your databases anyway.
\n
\n
Recovery/Rollback/Import/Export/Retention
\n
Have you considered what happens when an \"oops\" moment occurs? One client wants to roll back their data to an earlier point in time. This can be very complex to achieve with single-database designs. It's trivial to achieve with multi-database designs.
\n
\n
What if different clients have different data retention policies? What if clients want to be able to import/export their own data?
\n
\n
You can do all these things with both designs, but they are much simpler with multiple databases.
\n
\n
Data Ownership
\n
You need to consider who will own the data that's used by your application. When you use a single-database model with multiple tenants, it's clearly going to be a database that you own and are responsible for. Is that an appropriate risk for your organization?
\n
\n
One model that I'm seeing more commonplace now is that while the ISV owns and operates the application, the end customers own their own databases (and pay for them). This might simplify your legal situation in regard to data ownership. It might also help if there are data sovereignty issues.
\n
\n
Take legal advice on this.
\n
\n
Summary
\n
As I mentioned, this isn't a simple decision. Nowadays for cloud-based PaaS (Platform as a Service) databases to support SaaS applications though, unless there is a compelling reason not to, I'd suggest starting with a separate database for each client every time.
\n
\n
About the Author
\n
Dr. Greg Low is a member of the Microsoft Regional Director program that Microsoft describes as “150 of the world's top technology visionaries chosen specifically for their proven cross-platform expertise, community leadership, and commitment to business results.” He is the founder of and principal consultant at SQL Down Under, a boutique data-related consultancy operating from Australia. Greg is a long-term data platform MVP, a well-known data community leader and public speaker at conferences world-wide. He has a pragmatic attitude to business transformation and to solving issues for business of all sizes.
There are often many points to consider in choosing a single- or multi-tenant database for a SaaS application.
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Multiple DB or Single DB, for SaaS it will be perfect to have Multiple database. Each client can have single database for its business related data. But the configuration and the application setup can be centralized based for all clients and it can be easily filter by tenantid and that will be perfect for administration too.
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Interesting breakdown of some pros/cons of different options. To add another decision factor from experience: if you go for a per-tenant database (datastore) architecture, do take into consideration that you will have to maintain TCP-connections to many endpoints from your compute layer. Depending on your hosting platform (f.e. App Service is notorious in this area) you might run out of ports and/or sockets.
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