Cosmos DB Connector for PowerShell
In this article you will learn how to integrate Using Cosmos DB Connector you will be able to connect, read, and write data from within PowerShell. Follow the steps below to see how we would accomplish that. The driver mentioned above is part of ODBC PowerPack which is a collection of high-performance Drivers for various API data source (i.e. REST API, JSON, XML, CSV, Amazon S3 and many more). Using familiar SQL query language you can make live connections and read/write data from API sources or JSON / XML / CSV Files inside SQL Server (T-SQL) or your favorite Reporting (i.e. Power BI, Tableau, Qlik, SSRS, MicroStrategy, Excel, MS Access), ETL Tools (i.e. Informatica, Talend, Pentaho, SSIS). You can also call our drivers from programming languages such as JAVA, C#, Python, PowerShell etc. If you are new to ODBC and ZappySys ODBC PowerPack then check the following links to get started. |
Connect to Cosmos DB in other apps
|
Create ODBC Data Source (DSN) based on ZappySys API Driver
Step-by-step instructions
To get data from Cosmos DB using PowerShell we first need to create a DSN (Data Source) which will access data from Cosmos DB. We will later be able to read data using PowerShell. Perform these steps:
-
Install ZappySys ODBC PowerPack.
-
Open ODBC Data Sources (x64):
-
Create a User Data Source (User DSN) based on ZappySys API Driver
ZappySys API DriverYou should create a System DSN (instead of a User DSN) if the client application is launched under a Windows System Account, e.g. as a Windows Service. If the client application is 32-bit (x86) running with a System DSN, use ODBC Data Sources (32-bit) instead of the 64-bit version. -
When the Configuration window appears give your data source a name if you haven't done that already, then select "Cosmos DB" from the list of Popular Connectors. If "Cosmos DB" is not present in the list, then click "Search Online" and download it. Then set the path to the location where you downloaded it. Finally, click Continue >> to proceed with configuring the DSN:
CosmosDbDSNCosmos DB -
Now it's time to configure the Connection Manager. Select Authentication Type, e.g. Token Authentication. Then select API Base URL (in most cases, the default one is the right one). More info is available in the Authentication section.
Steps to get Cosmos DB Credentials : ApiKey [Http]
Connecting to your Azure Cosmos DB data requires you to authenticate your REST API access. Follow the instructions below:- Go to your Azure portal homepage: https://portal.azure.com/
- In the search bar at the top of the homepage, enter Azure Cosmos DB. In the dropdown that appears, select Azure Cosmos DB.
- Click on the name of the database account you want to connect to. (Also copy and paste the name of the database account for later use.)
- On the next page where you can see all of the database account information, look along the left side and select Keys.
- On the Keys page, you will have two tabs: Read-write Keys and Read-only Keys. If you are going to write data to your database, you need to remain on the Read-write Keys tab. If you are only going to read data from your database, you should select the Read-only Keys tab.
- On the Keys page, copy the PRIMARY KEY value and paste it somewhere for later use. (The SECONDARY KEY value may also be copied and pasted instead of PRIMARY KEY.)
- Back at the connector screen, enter the primary or secondary key you recorded in step 6 into the Primary or Secondary Key field.
- Enter the database account you recorded in step 3 into the Database Account field.
- Enter or select the default database you want to connect to using the Defualt Database field.
- Enter or select the default table (i.e. container/collection) you want to connect to using the Default Table (Container/Collection) field.
- Select the Test Connection button at the bottom of the window to verify proper connectivity with your Azure Devops account.
- If the connection test succeeds, select OK.
Fill in all required parameters and set optional parameters if needed:
CosmosDbDSNCosmos DBApiKey [Http]https://[$Account$].documents.azure.comRequired Parameters Primary or Secondary Key Fill in the parameter... Account Name (Case-Sensitive) Fill in the parameter... Database Name (keep blank to use default) Case-Sensitive Fill in the parameter... API Version Fill in the parameter... Optional Parameters Default Table (needed to invoke #DirectSQL) Fill in the parameter... -
Once the data source has been configured, you can preview data. Select the Preview tab and use settings similar to the following to preview data:
-
Click OK to finish creating the data source.
Video instructions
Read Cosmos DB data in PowerShell
Sometimes, you need to quickly access and work with your Cosmos DB data in PowerShell. Whether you need a quick data overview or the complete dataset, this article will guide you through the process. Here are some common scenarios:
Viewing data in a terminal- Quickly peek at Cosmos DB data
- Monitor data constantly in your console
- Export data to a CSV file so that it can be sliced and diced in Excel
- Export data to a JSON file so that it can ingested by other processes
- Export data to an HTML file for user-friendly view and easy sharing
- Create a schedule to make it an automatic process
- Store data internally for analysis or for further ETL processes
- Create a schedule to make it an automatic process
- Integrate data with other systems via external APIs
In this article, we will delve deeper into how to quickly view the data in PowerShell terminal and how to save it to a file. But let's stop talking and get started!
Reading individual fields
- Open your favorite PowerShell IDE (we are using Visual Studio Code).
-
Then simply follow these instructions:
"DSN=CosmosDbDSN"
For your convenience, here is the whole PowerShell script:
# Configure connection string and query $connectionString = "DSN=CosmosDbDSN" $query = "SELECT * FROM Customers" # Instantiate OdbcDataAdapter and DataTable $adapter = New-Object System.Data.Odbc.OdbcDataAdapter($query, $connectionString) $table = New-Object System.Data.DataTable # Fill the table with data $adapter.Fill($table) # Since we know we will be reading just 4 columns, let's define format for those 4 columns, each separated by a tab $format = "{0}`t{1}`t{2}`t{3}" # Display data in the console foreach ($row in $table.Rows) { # Construct line based on the format and individual Cosmos DB fields $line = $format -f ($row["CustomerId"], $row["CompanyName"], $row["Country"], $row["Phone"]) Write-Host $line }
Access specific Cosmos DB table field using this code snippet:
You will find more info on how to manipulate$field = $row["ColumnName"]
DataTable.Rows
property in Microsoft .NET reference.For demonstration purposes we are using sample tables which may not be available in Cosmos DB. -
To read values in a console, save the script to a file and then execute this command inside PowerShell terminal:
You can also use even a simpler command inside the terminal, e.g.:
. 'C:\Users\john\Documents\dsn.ps1'
Retrieving all fields
However, there might be case, when you want to retrieve all columns of a query. Here is how you do it:
Again, for your convenience, here is the whole PowerShell script:
# Configure connection string and query
$connectionString = "DSN=CosmosDbDSN"
$query = "SELECT CustomerId, CompanyName, Country, Phone FROM Customers"
# Instantiate OdbcDataAdapter and DataTable
$adapter = New-Object System.Data.Odbc.OdbcDataAdapter($query, $connectionString)
$table = New-Object System.Data.DataTable
# Fill the table with data
$adapter.Fill($table)
# Display data in the console
foreach ($row in $table.Rows) {
$line = ""
foreach ($column in $table.Columns) {
$value = $row[$column.ColumnName]
# Let's handle NULL values
if ($value -is [DBNull])
{
$value = "(NULL)"
}
$line += $value + "`t"
}
Write-Host $line
}
LIMIT
keyword in the query, e.g.:
SELECT * FROM Customers LIMIT 10
Using a full ODBC connection string
In the previous steps we used a very short format of ODBC connection string - a DSN. Yet sometimes you don't want a dependency on an ODBC data source (and an extra step). In those times, you can define a full connection string and skip creating an ODBC data source entirely. Let's see below how to accomplish that in the below steps:
-
Open ODBC data source configuration and click Copy settings:
ZappySys API Driver - Cosmos DBConnect to your Azure Cosmos DB databases to read, query, create, update, and delete documents and more!CosmosDbDSN
- The window opens, telling us the connection string was successfully copied to the clipboard:
- Then just paste the connection string into your script:
- You are good to go! The script will execute the same way as using a DSN.
Have in mind that using a full connection string has length limitations.
Proceed to the next step to find out the details.
Limitations of using a full connection string
Despite using a full ODBC connection string may be very convenient it comes with a limitation: it's length is limited to 1024 symbols. It usually happens when API provider generates a very long Refresh Token when OAuth is at play. If it happens you use such API, you may get this error:
"Connection string exceeds maximum allowed length of 1024"
But there is a solution to this by storing the Refresh Token in a file instead of directly in ODBC connection string. Follow the steps below to achieve this.
- Open your ODBC data source
-
Hit Advanced tab and enter a file path:
ZappySys API Driver - Cosmos DBConnect to your Azure Cosmos DB databases to read, query, create, update, and delete documents and more!CosmosDbDSNIf you cannot find the Advanced tab, try looking for Click to Configure link in Properties tab, under URL text box. Click it, and then configure the file path in OAuth Grant Options tab.
- Then click Copy settings button to copy a full connection string and paste it into your script.
- Proceed by pasting the connection string into your C# code as an argument when calling the OdbcConnection object's constructor.
- Before using it we still have to shorten it manually like this:
- Our troubles are over, now you should be able to execute the script with no problems.
Write Cosmos DB data to a file in PowerShell
Save data to a CSV file
Export data to a CSV file so that it can be sliced and diced in Excel:
# Configure connection string and query
$connectionString = "DSN=CosmosDbDSN"
$query = "SELECT * FROM Customers"
# Instantiate OdbcDataAdapter and DataTable
$adapter = New-Object System.Data.Odbc.OdbcDataAdapter($query, $connectionString)
$table = New-Object System.Data.DataTable
# Fill the table with data
$adapter.Fill($table)
# Export table data to a file
$table | ConvertTo-Csv -NoTypeInformation -Delimiter "`t" | Out-File "C:\Users\john\saved-data.csv" -Force
Save data to a JSON file
Export data to a JSON file so that it can ingested by other processes (use the above script, but change this part):
# Export table data to a file
$table | ConvertTo-Json | Out-File "C:\Users\john\saved-data.json" -Force
Save data to an HTML file
Export data to an HTML file for user-friendly view and easy sharing (use the above script, but change this part):
# Export table data to a file
$table | ConvertTo-Html | Out-File "C:\Users\john\saved-data.html" -Force
ConvertTo-Csv
, ConvertTo-Json
, and ConvertTo-Html
for other data manipulation scenarios.
Advanced topics
Create Custom Stored Procedure in ZappySys Driver
You can create procedures to encapsulate custom logic and then only pass handful parameters rather than long SQL to execute your API call.
Steps to create Custom Stored Procedure in ZappySys Driver. You can insert Placeholders anywhere inside Procedure Body. Read more about placeholders here
-
Go to Custom Objects Tab and Click on Add button and Select Add Procedure:
-
Enter the desired Procedure name and click on OK:
-
Select the created Stored Procedure and write the your desired stored procedure and Save it and it will create the custom stored procedure in the ZappySys Driver:
Here is an example stored procedure for ZappySys Driver. You can insert Placeholders anywhere inside Procedure Body. Read more about placeholders here
CREATE PROCEDURE [usp_get_orders] @fromdate = '<<yyyy-MM-dd,FUN_TODAY>>' AS SELECT * FROM Orders where OrderDate >= '<@fromdate>';
-
That's it now go to Preview Tab and Execute your Stored Procedure using Exec Command. In this example it will extract the orders from the date 1996-01-01:
Exec usp_get_orders '1996-01-01';
-
Let's generate the SQL Server Query Code to make the API call using stored procedure. Go to Code Generator Tab, select language as SQL Server and click on Generate button the generate the code.
As we already created the linked server for this Data Source, in that you just need to copy the Select Query and need to use the linked server name which we have apply on the place of [MY_API_SERVICE] placeholder.
SELECT * FROM OPENQUERY([MY_API_SERVICE], 'EXEC usp_get_orders @fromdate=''1996-07-30''')
-
Now go to SQL served and execute that query and it will make the API call using stored procedure and provide you the response.
Create Custom Virtual Table in ZappySys Driver
ZappySys API Drivers support flexible Query language so you can override Default Properties you configured on Data Source such as URL, Body. This way you don't have to create multiple Data Sources if you like to read data from multiple EndPoints. However not every application support supplying custom SQL to driver so you can only select Table from list returned from driver.
If you're dealing with Microsoft Access and need to import data from an SQL query, it's important to note that Access doesn't allow direct import of SQL queries. Instead, you can create custom objects (Virtual Tables) to handle the import process.
Many applications like MS Access, Informatica Designer wont give you option to specify custom SQL when you import Objects. In such case Virtual Table is very useful. You can create many Virtual Tables on the same Data Source (e.g. If you have 50 URLs with slight variations you can create virtual tables with just URL as Parameter setting.
-
Go to Custom Objects Tab and Click on Add button and Select Add Table:
-
Enter the desired Table name and click on OK:
-
And it will open the New Query Window Click on Cancel to close that window and go to Custom Objects Tab.
-
Select the created table, Select Text Type AS SQL and write the your desired SQL Query and Save it and it will create the custom table in the ZappySys Driver:
Here is an example SQL query for ZappySys Driver. You can insert Placeholders also. Read more about placeholders here
SELECT "ShipCountry", "OrderID", "CustomerID", "EmployeeID", "OrderDate", "RequiredDate", "ShippedDate", "ShipVia", "Freight", "ShipName", "ShipAddress", "ShipCity", "ShipRegion", "ShipPostalCode" FROM "Orders" Where "ShipCountry"='USA'
-
That's it now go to Preview Tab and Execute your custom virtual table query. In this example it will extract the orders for the USA Shipping Country only:
SELECT * FROM "vt__usa_orders_only"
-
Let's generate the SQL Server Query Code to make the API call using stored procedure. Go to Code Generator Tab, select language as SQL Server and click on Generate button the generate the code.
As we already created the linked server for this Data Source, in that you just need to copy the Select Query and need to use the linked server name which we have apply on the place of [MY_API_SERVICE] placeholder.
SELECT * FROM OPENQUERY([MY_API_SERVICE], 'EXEC [usp_get_orders] ''1996-01-01''')
-
Now go to SQL served and execute that query and it will make the API call using stored procedure and provide you the response.
Actions supported by Cosmos DB Connector
Cosmos DB Connector support following actions for REST API integration. If some actions are not listed below then you can easily edit Connector file and enhance out of the box functionality.Parameter | Description |
---|---|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description |
---|---|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description |
---|---|
Table Name (Case-Sensitive) |
|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description |
---|---|
Table Name (Case-Sensitive) |
|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description | ||||||
---|---|---|---|---|---|---|---|
Table Name (Case-Sensitive) |
|
||||||
SQL Query |
|
||||||
Database Name (keep blank to use default) Case-Sensitive |
|
||||||
Allow Query Scan |
|
||||||
Allow Cross Partition Query |
|
||||||
Cross Partition Key Range Id |
|
Parameter | Description |
---|---|
Table Name (Case-Sensitive) |
|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Document Id |
|
||||||||||
Table Name (Case-Sensitive) |
|
||||||||||
Database Name (keep blank to use default) Case-Sensitive |
|
||||||||||
EnableCrossPartition |
|
||||||||||
Partition Key Value (default is supplied Id) |
|
||||||||||
ConsistencyLevel |
|
Parameter | Description | ||||||||
---|---|---|---|---|---|---|---|---|---|
Document Id |
|
||||||||
Table Name (Case-Sensitive) |
|
||||||||
Database Name (keep blank to use default) Case-Sensitive |
|
||||||||
EnableCrossPartition |
|
||||||||
Partition Key Value (default is supplied Id) |
|
Parameter | Description |
---|---|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description |
---|---|
User Name (Case-Sensitive) |
|
Database Name (keep blank to use default) Case-Sensitive |
|
Parameter | Description |
---|---|
Database Name (keep blank to use default) Case-Sensitive |
|
RequestBody |
|
Parameter | Description |
---|---|
Upsert |
|
Parameter | Description | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|
Permission Name (e.g. read_orders) |
|
||||||||||
Database Name (keep blank to use default) Case-Sensitive |
|
||||||||||
User Name (Case-Sensitive) |
|
||||||||||
PermissionMode |
|
||||||||||
Table (Add Permission for this) |
|
||||||||||
ExpiresInSecond |
|
Parameter | Description |
---|---|
Url |
|
Body |
|
IsMultiPart |
|
Filter |
|
Headers |
|
Cosmos DB Connector Examples for PowerShell Connection
This page offers a collection of SQL examples designed for seamless integration with the ZappySys API ODBC Driver under ODBC Data Source (36/64) or ZappySys Data Gateway, enhancing your ability to connect and interact with Prebuilt Connectors effectively.
Query using Cosmos DB (Using Default Table) [Read more...]
Lists all containers from the default database specified (Specified for the connection settings). Check this URL for more information on query syntax: https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/query/select
#DirectSQL SELECT * FROM root where root.id !=null order by root._ts desc
Read all documents for a collection in Cosmos DB [Read more...]
Read all documents for a collection in Cosmos DB.
SELECT * FROM TestContainer
Read a document by Id from a collection in Cosmos DB [Read more...]
Read a single document by Id from a collection in Cosmos DB.
SELECT * FROM TestContainer Where Id='user2'
Query Documents from Cosmos DB Table (Container) using SQL [Read more...]
Lists all users Cosmos DB Database
SELECT *
FROM query_documents
WITH(
-- Database='TestDB', --if you dont supply connection level Default Database name is used
Table='TestContainer',
Query='select * from root Where root.id!=null order by root._ts desc',
Meta='id:string(50);name:string(50);city;age'
--Meta='id; name; city; age' -- no types at all. Default is string(2000)
--Meta='id; name:string(50); city; age: int' --Mixed types. If type is missing default string(2000) used
--check below URL for more information on Qyery Language Syntax
--https://learn.microsoft.com/en-us/azure/cosmos-db/nosql/query/select
)
Create a new document with Partition Key supplied [Read more...]
Loads a new document into specified container with partition key. If you created container with Partition Key requirement then must supply it. Partition Key must be valid value from Document Attribute used as Partition Key.
INSERT INTO TestContainer (PartitionKey, Document)
VALUES(
'["user2"]', --partition key value must match its attribute from document else it will throw error. In this example container PartitionKey is /id so we used its value. For multiple key use JSON array ["val1","val2"]
'{
"id": "user2",
"name": "John Doe",
"email": "jdoe@contoso.com",
"phone": ["12345"],
"level": "platinum"
}'
)
WITH(Upsert='true')
Create a new document from a file path (Upload from local disk file) [Read more...]
Loads a new document into specified container from local file path. File path must start with @ symbol
INSERT INTO TestContainer (PartitionKey, Document)
VALUES(
'["user2"]', --partition key value must match its attribute from document else it will throw error. In this example container PartitionKey is /id so we used its value. For multiple key use JSON array ["val1","val2"]
'@c:\data\order.json' --path must start with @ symbol
)
WITH(Upsert='true', IsMultiPart=1)
Upsert a document (Insert or Update if exists) [Read more...]
Upsert a document (Update if id exists else create new one).
INSERT INTO TestContainer (PartitionKey, Document)
VALUES(
'["user2"]', --partition key value must match its attribute from document else it will throw error. In this example container PartitionKey is /id so we used its value. For multiple key use JSON array ["val1","val2"]
'{
"id": "user2",
"name": "John Doe",
"email": "jdoe@contoso.com",
"phone": ["12345"],
"level": "platinum"
}')
WITH(Upsert='true')
Upsert a document (Insert or Update if exists) - Use UPSERT Keyword rather than WITH option [Read more...]
Upsert a document (Update if id exists else create new one). This one uses UPSERT KEY word slight simpler syntax becuase you dont need WITH clause like INSERT... WITH(UPSERT='true') example.
UPSERT INTO TestContainer (PartitionKey, Document)
VALUES(
'["user2"]', --partition key value must match its attribute from document else it will throw error. In this example container PartitionKey is /id so we used its value. For multiple key use JSON array ["val1","val2"]
'{
"id": "user2",
"name": "John Doe",
"email": "jdoe@contoso.com",
"phone": ["12345"],
"level": "platinum"
}')
Update (replace) a document (By default Full replace) [Read more...]
Update a document for a specified Document Id.
UPDATE TestContainer
SET
PartitionKey='["user2"]'
,Document=
'{
"id" : "user2",
"name": "John Doe at <<FUN_NOW>>",
"email": "jdoe@contoso.com",
"phone": ["<<FUN_TODAY>>"],
"level": "platinum"
}'
Where Id='user2'
Partial Update a document (Patch) [Read more...]
Update one or more attributes in a document using PATCH method for a specified Document Id.
UPDATE TestContainer
SET
PartitionKey='["user2"]'
,Document=
'{
"operations": [
{ "op": "set", "path": "/name", "value": "updated name" }
,{ "op": "set", "path": "/email", "value": "updated@email.com" }
]
}'
Where Id='user2'
WITH(
RequestMethod='PATCH' --Partial Replace (change name and email only)
)
/*
Example Document Operations
https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update
https://learn.microsoft.com/en-us/rest/api/cosmos-db/patch-a-document
[
{ "op": "add", "path": "/color", "value": "silver" },
{ "op": "remove", "path": "/used" },
{ "op": "set", "path": "/price", "value": 355.45 }
{ "op": "incr", "path": "/inventory/quantity", "value": 10 },
{ "op": "add", "path": "/tags/-", "value": "featured-bikes" },
{ "op": "move", "from": "/color", "path": "/inventory/color" }
]
*/
Partial Update a document (Patch) from a file path (Upload from local disk file) [Read more...]
Update one or more attributes in a document using PATCH method for a specified Document Id read operations from local disk file.
UPDATE TestContainer
SET
PartitionKey='["user2"]'
,Document='@c:\temp\b.txt' --path must start with @ symbol
Where Id='user2'
WITH(
RequestMethod='PATCH' --Partial Replace (change name and email only)
,IsMultiPart=1 --this enables file upload
)
/*
Example Document Operations
https://learn.microsoft.com/en-us/azure/cosmos-db/partial-document-update
https://learn.microsoft.com/en-us/rest/api/cosmos-db/patch-a-document
[
{ "op": "add", "path": "/color", "value": "silver" },
{ "op": "remove", "path": "/used" },
{ "op": "set", "path": "/price", "value": 355.45 }
{ "op": "incr", "path": "/inventory/quantity", "value": 10 },
{ "op": "add", "path": "/tags/-", "value": "featured-bikes" },
{ "op": "move", "from": "/color", "path": "/inventory/color" }
]
*/
List Databases [Read more...]
Lists all databases for specified Cosmos DB Account
SELECT * FROM SysDatabases
List Tables (i.e. Containers) [Read more...]
Lists all containers from the default database specified (Specified for the connection settings)
SELECT * FROM SysTables
List Tables (i.e. Containers) for a specific database [Read more...]
Lists all containers from the specified Database
SELECT * FROM SysTables WITH (Database='MyCosmos DB')
List Users for the Database [Read more...]
Lists all users Cosmos DB Database
SELECT * FROM SysUsers
Conclusion
In this article we discussed how to connect to Cosmos DB in PowerShell and integrate data without any coding. Click here to Download Cosmos DB Connector for PowerShell and try yourself see how easy it is. If you still have any question(s) then ask here or simply click on live chat icon below and ask our expert (see bottom-right corner of this page).
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