I am trying this api endpoint. I can call this in python, no problem, like the below
get_model_versions={
"filter":"name='model_name'",
"order_by":["version DESC"],
"max_results":1
}
init_get = requests.get("baseurl/api/2.0/preview/mlflow/model-versions/search",headers=header_read,json=get_model_versions)
However, I just can't seem to find a way to make it work in Powershell.
First the powershell "get" Invoke-RestMethod does not accept a body
and then I can't seem to find a way to append it in Powershell as a query string.
I have tried (among other failed attempts), the following
$get_model_versions=([PSCustomObject]@{
filter = "name=`'model_name`'"
order_by = @("version desc")
} | ConvertTo-Json)
$resp=Invoke-RestMethod -Uri $searchuri -Headers $auth -Method Get -Body $get_model_versions
But that gives me an error that body can't be used with a get method
trying to append it as a query string (like if I even just keep the name filter and remove the others), also fails
$searchuri= "baseurl/api/2.0/preview/mlflow/model-versions/search?filter=""name==model_name"""
$resp=Invoke-RestMethod -Uri $searchuri -Headers $auth -Method Get
fails with
{"error_code":"INVALID_PARAMETER_VALUE","message":"Unsupported filter query : `\"name==model_name\"`. Unsupported operator."}
How can I mimic the same behaviour in Powershell, as I do in Python?
EDIT 1: I did try to encode the query param (maybe I did it wrong), but here's how my failed attempt looked like
$encodedvalue = [System.Web.HttpUtility]::UrlEncode("`"name='model_name'`"")
$searchuri= "baseurl/api/2.0/preview/mlflow/model-versions/search?filter=$encodedvalue"
$resp=Invoke-RestMethod -Uri $searchuri -Headers $auth -Method Get
But that too gives me
"Unsupported filter query : `\"name='model_name'\"`. Unsupported operator."
I have also tried it successfully in Postman by passing a raw json body (the same as python) and when I look at the generated PowerShell code in Postman I see this
$headers = New-Object "System.Collections.Generic.Dictionary[[String],[String]]"
$headers.Add("Authorization", "Bearer token")
$headers.Add("Content-Type", "application/json")
$body = "{
`n `"filter`":`"name='model_name'`",
`n `"order_by`":[`"version DESC`"],
`n `"max_results`":1
`n}
`n"
$response = Invoke-RestMethod 'baseurl/api/2.0/preview/mlflow/model-versions/search' -Method 'GET' -Headers $headers -Body $body
$response | ConvertTo-Json
But of course that fails (if you copy that in an powershell editor and run it
Invoke-RestMethod : Cannot send a content-body with this verb-type