Develop Reference

Modify the value of a field of a specific nested object (its index) depending on a condition

I would like to modify the value of a field on a specific index of a nested type depending on another value of the same nested object or a field outside of the nested object.
As example, I have the current mapping of my index feed:
{
"feed": {
"mappings": {
"properties": {
"attacks_ids": {
"type": "keyword"
},
"created_by": {
"type": "keyword"
},
"date": {
"type": "date"
},
"groups_related": {
"type": "keyword"
},
"indicators": {
"type": "nested",
"properties": {
"date": {
"type": "date"
},
"description": {
"type": "text"
},
"role": {
"type": "keyword"
},
"type": {
"type": "keyword"
},
"value": {
"type": "keyword"
}
}
},
"malware_families": {
"type": "keyword"
},
"published": {
"type": "boolean"
},
"references": {
"type": "keyword"
},
"tags": {
"type": "keyword"
},
"targeted_countries": {
"type": "keyword"
},
"title": {
"type": "text"
},
"tlp": {
"type": "keyword"
}
}
}
}
}
Take the following document as example:
{
"took": 194,
"timed_out": false,
"_shards": {
"total": 1,
"successful": 1,
"skipped": 0,
"failed": 0
},
"hits": {
"total": {
"value": 1,
"relation": "eq"
},
"max_score": 1,
"hits": [
{
"_index": "feed",
"_type": "_doc",
"_id": "W3CS7IABovFpcGfZjfyu",
"_score": 1,
"_source": {
"title": "Test",
"date": "2022-05-22T16:21:09.159711",
"created_by": "finch",
"tlp": "white",
"published": true,
"references": [
"test",
"test"
],
"tags": [
"tag1",
"tag2"
],
"targeted_countries": [
"Italy",
"Germany"
],
"malware_families": [
"family1",
"family2"
],
"groups_related": [
"group1",
"griup2"
],
"attacks_ids": [
""
],
"indicators": [
{
"value": "testest",
"description": "This is a test",
"type": "sha256",
"role": "file",
"date": "2022-05-22T16:21:09.159560"
},
{
"value": "testest2",
"description": "This is a test 2",
"type": "ipv4",
"role": "c2",
"date": "2022-05-22T16:21:09.159699"
}
]
}
}
]
}
}
I would like to make this update: indicators[0].value = 'changed'
if _id == 'W3CS7IABovFpcGfZjfyu'
or if title == 'some_title'
or if indicators[0].role == 'c2'
I already tried with a script, but it seems I can't manage to get it work, I hope the explanation is clear, ask any question if not, thank you.
Edit 1:
I managed to make it work, however it needs the _id, still looking for a way to do that without it.
My partial solution:
update = Pulse.get(id="XHCz7IABovFpcGfZWfz9") #Pulse is my document
update.update(script="for (indicator in ctx._source.indicators) {if (indicator.value=='changed2') {indicator.value='changed3'}}")
# Modify depending on the value of a field inside the same nested object

Loading variables into json string using python for MS teams

The 3rd party system I am using (vendor product) still uses Python 2.7 and doesn't support Python 3+ so bear with me, I'm fully aware Python 3 is out and this is a limitation of the system I have to use rather than a choice.
I am trying to do an integration between this third party product and MS teams - basically, the third party system provides data, I read this into my Python script and output a message to Teams using a webhook. It mostly works, but I'm struggling to load in some of the variables from the systems data.
For example, in my code, I use the following:
messageID='"{}"'.format(item["messageId"])
recipient='"{}"'.format(item["recipient"]["email"])
subject='"{}"'.format(item["subject"])
sender='"{}"'.format(item["sender"]["email"])
which has output like this:
messageId="34239482030783472#test.net"
recipient="testuser#domain.com"
subject="Email subject here"
sender="sender#domain2.com"
This is all fine, the trouble comes when I need to format my string to post to the Teams webhook.
It currently looks like:
teams_card='{"#type": "MessageCard","#context": "http://schema.org/extensions","themeColor": "0076D7","summary": “PTR”,”sections": [{"activityTitle": "PTR Incident Created","activitySubtitle": “End “User Exposed to Phishing Threat,”facts": [{"name": “Message” ID,”value": %s}, {"name": "Subject”,”value": %s},{“name": "End User","value": %s},{“name": “sender”,”value": %s}],”markdown": true}],"potentialAction": [{"#type": "OpenUri","name": "View Related Emails","targets": [{"os": "default","uri": "https://maskedurlhere.com”}]}]}’ % (messageId,subject,recipient,sender)
which throws an error:
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
TypeError: not enough arguments for format string
I tried to use .format option also, but this fails with a different error:
teams_card='{"#type": "MessageCard","#context": "http://schema.org/extensions","themeColor": "0076D7","summary": “PTR”,”sections": [{"activityTitle": "PTR Incident Created","activitySubtitle": “End “User Exposed to Phishing Threat,”facts": [{"name": “Message” ID,”value": %s}, {"name": "Subject”,”value": %s},{“name": "End User","value": %s},{“name": “sender”,”value": %s}],”markdown": true}],"potentialAction": [{"#type": "OpenUri","name": "View Related Emails","targets": [{"os": "default","uri": "https://maskedurlhere.com”}]}]}’.format(messageId,subject,recipient,sender)
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
KeyError: '"#type"'
The teams card variable is fine and posts to Teams successfully when it's just text, but trying to load in these variables doesn't seem to work at all.
Any ideas?

To pass dynamic values in Json you need to use format like ${value}
Please follow below example json format
Template JSON
{
"type": "AdaptiveCard",
"body": [
{
"type": "Container",
"style": "emphasis",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"size": "Large",
"weight": "Bolder",
"text": "**EXPENSE APPROVAL**",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "Image",
"url": "${status_url}",
"altText": "${status}",
"height": "30px"
}
],
"width": "auto"
}
]
}
],
"bleed": true
},
{
"type": "Container",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"size": "ExtraLarge",
"text": "${purpose}",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "ActionSet",
"actions": [
{
"type": "Action.OpenUrl",
"title": "EXPORT AS PDF",
"url": "https://adaptivecards.io"
}
]
}
],
"width": "auto"
}
]
},
{
"type": "TextBlock",
"spacing": "Small",
"size": "Small",
"weight": "Bolder",
"color": "Accent",
"text": "[${code}](https://adaptivecards.io)",
"wrap": true
},
{
"type": "FactSet",
"spacing": "Large",
"facts": [
{
"title": "Submitted By",
"value": "**${created_by_name}** ${creater_email}"
},
{
"title": "Duration",
"value": "${formatTicks(min(select(expenses, x, int(x.created_by))), 'yyyy-MM-dd')} - ${formatTicks(max(select(expenses, x, int(x.created_by))), 'yyyy-MM-dd')}"
},
{
"title": "Submitted On",
"value": "${formatDateTime(submitted_date, 'yyyy-MM-dd')}"
},
{
"title": "Reimbursable Amount",
"value": "$${formatNumber(sum(select(expenses, x, if(x.is_reimbursable, x.total, 0))), 2)}"
},
{
"title": "Awaiting approval from",
"value": "**${approver}** ${approver_email}"
},
{
"title": "Submitted to",
"value": "**${other_submitter}** ${other_submitter_email}"
}
]
}
]
},
{
"type": "Container",
"spacing": "Large",
"style": "emphasis",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"weight": "Bolder",
"text": "DATE",
"wrap": true
}
],
"width": "auto"
},
{
"type": "Column",
"spacing": "Large",
"items": [
{
"type": "TextBlock",
"weight": "Bolder",
"text": "CATEGORY",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"weight": "Bolder",
"text": "AMOUNT",
"wrap": true
}
],
"width": "auto"
}
]
}
],
"bleed": true
},
{
"$data": "${expenses}",
"type": "Container",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"text": "${formatDateTime(created_time, 'MM-dd')}",
"wrap": true
}
],
"width": "auto"
},
{
"type": "Column",
"spacing": "Medium",
"items": [
{
"type": "TextBlock",
"text": "${description}",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"text": "$${formatNumber(total, 2)}",
"wrap": true
}
],
"width": "auto"
},
{
"type": "Column",
"spacing": "Small",
"selectAction": {
"type": "Action.ToggleVisibility",
"targetElements": [
"cardContent${$index}",
"chevronDown${$index}",
"chevronUp${$index}"
]
},
"verticalContentAlignment": "Center",
"items": [
{
"type": "Image",
"id": "chevronDown${$index}",
"url": "https://adaptivecards.io/content/down.png",
"width": "20px",
"altText": "${description} $${total} collapsed"
},
{
"type": "Image",
"id": "chevronUp${$index}",
"url": "https://adaptivecards.io/content/up.png",
"width": "20px",
"altText": "${description} $${total} expanded",
"isVisible": false
}
],
"width": "auto"
}
]
},
{
"type": "Container",
"id": "cardContent${$index}",
"isVisible": false,
"items": [
{
"type": "Container",
"items": [
{
"$data": "${custom_fields}",
"type": "TextBlock",
"text": "* ${value}",
"isSubtle": true,
"wrap": true
},
{
"type": "Container",
"items": [
{
"type": "Input.Text",
"id": "comment${$index}",
"placeholder": "Add your comment here."
}
]
}
]
},
{
"type": "Container",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "ActionSet",
"actions": [
{
"type": "Action.Submit",
"title": "Send",
"data": {
"id": "_qkQW8dJlUeLVi7ZMEzYVw",
"action": "comment",
"lineItem": 1
}
}
]
}
],
"width": "auto"
}
]
}
]
}
]
}
]
},
{
"type": "ColumnSet",
"spacing": "Large",
"separator": true,
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"horizontalAlignment": "Right",
"text": "Total Expense Amount \t",
"wrap": true
},
{
"type": "TextBlock",
"horizontalAlignment": "Right",
"text": "Non-reimbursable Amount",
"wrap": true
},
{
"type": "TextBlock",
"horizontalAlignment": "Right",
"text": "Advance Amount",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"text": "$${formatNumber(sum(select(expenses, x, x.total)), 2)}",
"wrap": true
},
{
"type": "TextBlock",
"text": "(-) $${formatNumber(sum(select(expenses, x, if(x.is_reimbursable, 0, x.total))), 2)} \t",
"wrap": true
},
{
"type": "TextBlock",
"text": "(-) 0.00 \t",
"wrap": true
}
],
"width": "auto"
},
{
"type": "Column",
"width": "auto"
}
]
},
{
"type": "Container",
"style": "emphasis",
"items": [
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"horizontalAlignment": "Right",
"text": "Amount to be Reimbursed",
"wrap": true
}
],
"width": "stretch"
},
{
"type": "Column",
"items": [
{
"type": "TextBlock",
"weight": "Bolder",
"text": "$${formatNumber(sum(select(expenses, x, if(x.is_reimbursable, x.total, 0))), 2)}",
"wrap": true
}
],
"width": "auto"
},
{
"type": "Column",
"width": "auto"
}
]
}
],
"bleed": true
},
{
"type": "ColumnSet",
"columns": [
{
"type": "Column",
"selectAction": {
"type": "Action.ToggleVisibility",
"targetElements": [
"cardContent4",
"showHistory",
"hideHistory"
]
},
"verticalContentAlignment": "Center",
"items": [
{
"type": "TextBlock",
"id": "showHistory",
"horizontalAlignment": "Right",
"color": "Accent",
"text": "Show history",
"wrap": true
},
{
"type": "TextBlock",
"id": "hideHistory",
"horizontalAlignment": "Right",
"color": "Accent",
"text": "Hide history",
"wrap": true,
"isVisible": false
}
],
"width": 1
}
]
},
{
"type": "Container",
"id": "cardContent4",
"isVisible": false,
"items": [
{
"type": "Container",
"items": [
{
"type": "TextBlock",
"text": "* Expense submitted by **${created_by_name}** on {{DATE(${formatDateTime(created_date, 'yyyy-MM-ddTHH:mm:ssZ')}, SHORT)}}",
"isSubtle": true,
"wrap": true
},
{
"type": "TextBlock",
"text": "* Expense ${expenses[0].status} by **${expenses[0].approver}** on {{DATE(${formatDateTime(approval_date, 'yyyy-MM-ddTHH:mm:ssZ')}, SHORT)}}",
"isSubtle": true,
"wrap": true
}
]
}
]
},
{
"type": "Container",
"items": [
{
"type": "ActionSet",
"actions": [
{
"type": "Action.Submit",
"title": "Approve",
"style": "positive",
"data": {
"id": "_qkQW8dJlUeLVi7ZMEzYVw",
"action": "approve"
}
},
{
"type": "Action.ShowCard",
"title": "Reject",
"style": "destructive",
"card": {
"type": "AdaptiveCard",
"body": [
{
"type": "Input.Text",
"id": "RejectCommentID",
"placeholder": "Please specify an appropriate reason for rejection.",
"isMultiline": true
}
],
"actions": [
{
"type": "Action.Submit",
"title": "Send",
"data": {
"id": "_qkQW8dJlUeLVi7ZMEzYVw",
"action": "reject"
}
}
],
"$schema": "http://adaptivecards.io/schemas/adaptive-card.json"
}
}
]
}
]
}
],
"$schema": "http://adaptivecards.io/schemas/adaptive-card.json",
"version": "1.2",
"fallbackText": "This card requires Adaptive Cards v1.2 support to be rendered properly."
}
Data Json
{
"code": "ER-13052",
"message": "success",
"created_by_name" : "Matt Hidinger",
"created_date" : "2019-07-15T18:33:12+0800",
"submitted_date": "2019-04-14T18:33:12+0800",
"creater_email" : "matt#contoso.com",
"status" : "Pending",
"status_url" : "https://adaptivecards.io/content/pending.png",
"approver": "Thomas",
"purpose" : "Trip to UAE",
"approval_date" : "2019-07-15T22:33:12+0800",
"approver" : "Thomas",
"approver_email" : "thomas#contoso.com",
"other_submitter" : "David",
"other_submitter_email" : "david#contoso.com",
"expenses": [
{
"expense_id": "16367000000083065",
"approver" : "Thomas",
"date": "2017-02-21",
"description": "Air Travel Expense",
"created_by": "636965431200000000",
"created_by_name": "PATRICIA",
"employee_number": "E001",
"currency_id": "16367000000000097",
"currency_code": "USD",
"paid_through_account_id": "16367000000036003",
"paid_through_account_name": "Employee Reimbursements",
"bcy_total": 13900.79,
"bcy_subtotal": 13900.79,
"total": 300,
"total_without_tax": 300,
"is_billable": true,
"is_reimbursable": true,
"reference_number": "DD145",
"due_days": "Due in 15 days",
"merchant_id": "16367000000074027",
"merchant_name": "ABS Solutions",
"status": "approved",
"created_time": "2019-06-19T18:33:12+0800",
"last_modified_time": "2017-02-21T18:42:46+0530",
"receipt_name": "receipt1.jpg",
"report_id": "16367000000083075",
"mileage_type": "non_mileage",
"report_name": "Purchase",
"is_receipt_only": false,
"distance": 0,
"per_diem_rate": 0,
"per_diem_days": 0,
"per_diem_id": "",
"per_diem_name": "",
"expense_type": "non_mileage",
"location": "Washington",
"receipt_type": "jpg",
"policy_violated": false,
"comments_count": 0,
"report_status": "submitted",
"price_precision": 2,
"mileage_rate": 0,
"mileage_unit": "km",
"receipt_status": "processed",
"is_uncategorized": false,
"is_expired": false,
"gl_code": "LG001",
"exchange_rate": 66.943366,
"start_reading": "",
"end_reading": "",
"payment_mode": "Check",
"customer_id": "27927000000075081",
"customer_name": "ACME Corp.",
"custom_fields": [
{
"customfield_id": "16367000000277001",
"label": "Other Name",
"value": "Leg 1 on Tue, Jun 19th, 2019 at 6:00 AM."
},
{
"customfield_id": "16367000000277001",
"label": "Other Name",
"value": "Leg 2 on Tue, Jun 19th, 2019 at 7:15 PM."
}
],
"project_id": "27927000001243001",
"project_name": "Coffee Research",
"transaction_description": "",
"tax_id": "16367000000086001",
"tax_name": "Sales Tax",
"tax_percentage": 2,
"amount": 207.65,
"is_inclusive_tax": false,
"vehicle_type": "Bike",
"vehicle_id": "17456000000078029",
"fuel_type": "lpg",
"engine_capacity_range": "between_1401cc_and_1600cc",
"is_personal": false,
"policy_id": "16367000000092011",
"policy_name": "LIC",
"documents": [
{
"file_name": "receipt1.jpg",
"file_size_formatted": "71.8 KB",
"attachment_order": 1,
"document_id": "16367000000083071"
}
],
"reimbursement_reference": "",
"reimbursement_date": "",
"reimbursement_paid_through_account_id": "",
"reimbursement_paid_through_account_name": "",
"reimbursement_currency_id": "",
"reimbursement_currency_code": ""
},
{
"expense_id": "16367000000083065",
"date": "2019-06-19",
"description": "Auto Mobile Expense",
"created_by": "636965431200000000",
"created_by_name": "PATRICIA",
"employee_number": "E001",
"currency_id": "16367000000000097",
"currency_code": "USD",
"paid_through_account_id": "16367000000036003",
"paid_through_account_name": "Employee Reimbursements",
"bcy_total": 13900.79,
"bcy_subtotal": 13900.79,
"total": 100,
"total_without_tax": 100,
"is_billable": true,
"is_reimbursable": true,
"reference_number": "DD145",
"due_days": "Due in 15 days",
"merchant_id": "16367000000074027",
"merchant_name": "ABS Solutions",
"status": "submitted",
"created_time": "2019-06-19T18:33:12+0800",
"last_modified_time": "2017-02-21T18:42:46+0530",
"receipt_name": "receipt1.jpg",
"report_id": "16367000000083075",
"mileage_type": "non_mileage",
"report_name": "Purchase",
"is_receipt_only": false,
"distance": 0,
"per_diem_rate": 0,
"per_diem_days": 0,
"per_diem_id": "",
"per_diem_name": "",
"expense_type": "non_mileage",
"location": "Washington",
"receipt_type": "jpg",
"policy_violated": false,
"comments_count": 0,
"report_status": "submitted",
"price_precision": 2,
"mileage_rate": 0,
"mileage_unit": "km",
"receipt_status": "processed",
"is_uncategorized": false,
"is_expired": false,
"gl_code": "LG001",
"exchange_rate": 66.943366,
"start_reading": "",
"end_reading": "",
"payment_mode": "Check",
"customer_id": "27927000000075081",
"customer_name": "ACME Corp.",
"custom_fields": [
{
"customfield_id": "16367000000277001",
"label": "Other Name",
"value": " Contoso Car Rentrals, Tues 6/19 at 7:00 AM"
}
],
"project_id": "27927000001243001",
"project_name": "Coffee Research",
"transaction_description": "",
"tax_id": "16367000000086001",
"tax_name": "Sales Tax",
"tax_percentage": 2,
"amount": 207.65,
"is_inclusive_tax": false,
"vehicle_type": "Bike",
"vehicle_id": "17456000000078029",
"fuel_type": "lpg",
"engine_capacity_range": "between_1401cc_and_1600cc",
"is_personal": false,
"policy_id": "16367000000092011",
"policy_name": "LIC",
"documents": [
{
"file_name": "receipt1.jpg",
"file_size_formatted": "71.8 KB",
"attachment_order": 1,
"document_id": "16367000000083071"
}
],
"reimbursement_reference": "",
"reimbursement_date": "",
"reimbursement_paid_through_account_id": "",
"reimbursement_paid_through_account_name": "",
"reimbursement_currency_id": "",
"reimbursement_currency_code": ""
},
{
"expense_id": "16367000000083065",
"date": "2019-06-21",
"description": "Excess Baggage Cost",
"created_by": "636967159200000000",
"created_by_name": "PATRICIA",
"employee_number": "E001",
"currency_id": "16367000000000097",
"currency_code": "USD",
"paid_through_account_id": "16367000000036003",
"paid_through_account_name": "Employee Reimbursements",
"bcy_total": 13900.79,
"bcy_subtotal": 13900.79,
"total": 50.38,
"total_without_tax": 4.3,
"is_billable": true,
"is_reimbursable": false,
"reference_number": "DD145",
"due_days": "Due in 15 days",
"merchant_id": "16367000000074027",
"merchant_name": "ABS Solutions",
"status": "submitted",
"created_time": "2019-06-21T18:33:12+0800",
"last_modified_time": "2017-02-21T18:42:46+0530",
"receipt_name": "receipt1.jpg",
"report_id": "16367000000083075",
"mileage_type": "non_mileage",
"report_name": "Purchase",
"is_receipt_only": false,
"distance": 0,
"per_diem_rate": 0,
"per_diem_days": 0,
"per_diem_id": "",
"per_diem_name": "",
"expense_type": "non_mileage",
"location": "Washington",
"receipt_type": "jpg",
"policy_violated": false,
"comments_count": 0,
"report_status": "submitted",
"price_precision": 2,
"mileage_rate": 0,
"mileage_unit": "km",
"receipt_status": "processed",
"is_uncategorized": false,
"is_expired": false,
"gl_code": "LG001",
"exchange_rate": 66.943366,
"start_reading": "",
"end_reading": "",
"payment_mode": "Check",
"customer_id": "27927000000075081",
"customer_name": "ACME Corp.",
"custom_fields": [
],
"project_id": "27927000001243001",
"project_name": "Coffee Research",
"transaction_description": "",
"tax_id": "16367000000086001",
"tax_name": "Sales Tax",
"tax_percentage": 2,
"amount": 207.65,
"is_inclusive_tax": false,
"vehicle_type": "Bike",
"vehicle_id": "17456000000078029",
"fuel_type": "lpg",
"engine_capacity_range": "between_1401cc_and_1600cc",
"is_personal": false,
"policy_id": "16367000000092011",
"policy_name": "LIC",
"documents": [
{
"file_name": "receipt1.jpg",
"file_size_formatted": "71.8 KB",
"attachment_order": 1,
"document_id": "16367000000083071"
}
],
"reimbursement_reference": "",
"reimbursement_date": "",
"reimbursement_paid_through_account_id": "",
"reimbursement_paid_through_account_name": "",
"reimbursement_currency_id": "",
"reimbursement_currency_code": ""
}
]
}
Please go through this for more info.

How do you deploy a python azure function with an arm template?

The following deploys a azure function that run the specified C#. How do I do the same for a function that should run python?
I tried just changing the name to __init__.py as is generated when you use the azure-function-core-tools func command with the --python switch, but couldn't even find error messages as to why things weren't working.
{
"$schema": "http://schema.management.azure.com/schemas/2015-01-01/deploymentTemplate.json#",
"contentVersion": "1.0.0.0",
"parameters": {
"appName": {
"type": "string",
"metadata": {
"description": "The name of the function app that you wish to create."
}
},
"storageAccountType": {
"type": "string",
"defaultValue": "Standard_LRS",
"allowedValues": [
"Standard_LRS",
"Standard_GRS",
"Standard_ZRS",
"Premium_LRS"
],
"metadata": {
"description": "Storage Account type"
}
}
},
"variables": {
"functionAppName": "[parameters('appName')]",
"hostingPlanName": "[parameters('appName')]",
"storageAccountName": "[concat(uniquestring(resourceGroup().id), 'azfunctions')]"
},
"resources": [
{
"type": "Microsoft.Storage/storageAccounts",
"name": "[variables('storageAccountName')]",
"apiVersion": "2015-06-15",
"location": "[resourceGroup().location]",
"properties": {
"accountType": "[parameters('storageAccountType')]"
}
},
{
"type": "Microsoft.Web/serverfarms",
"apiVersion": "2015-04-01",
"name": "[variables('hostingPlanName')]",
"location": "[resourceGroup().location]",
"properties": {
"name": "[variables('hostingPlanName')]",
"computeMode": "Dynamic",
"sku": "Dynamic"
}
},
{
"apiVersion": "2015-08-01",
"type": "Microsoft.Web/sites",
"name": "[variables('functionAppName')]",
"location": "[resourceGroup().location]",
"kind": "functionapp",
"properties": {
"name": "[variables('functionAppName')]",
"serverFarmId": "[resourceId('Microsoft.Web/serverfarms', variables('hostingPlanName'))]"
},
"dependsOn": [
"[resourceId('Microsoft.Web/serverfarms', variables('hostingPlanName'))]",
"[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]"
],
"resources": [
{
"apiVersion": "2016-03-01",
"name": "appsettings",
"type": "config",
"dependsOn": [
"[resourceId('Microsoft.Web/sites', variables('functionAppName'))]",
"[resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName'))]"
],
"properties": {
"AzureWebJobsStorage": "[concat('DefaultEndpointsProtocol=https;AccountName=',variables('storageAccountName'),';AccountKey=',listkeys(resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName')), '2015-05-01-preview').key1,';')]",
"AzureWebJobsDashboard": "[concat('DefaultEndpointsProtocol=https;AccountName=',variables('storageAccountName'),';AccountKey=',listkeys(resourceId('Microsoft.Storage/storageAccounts', variables('storageAccountName')), '2015-05-01-preview').key1,';')]",
"FUNCTIONS_EXTENSION_VERSION": "latest"
}
},
{
"apiVersion": "2015-08-01",
"name": "TestFunctionCM",
"type": "functions",
"dependsOn": [
"[resourceId('Microsoft.Web/sites', variables('functionAppName'))]"
],
"properties": {
"config": {
"bindings": [
{
"authLevel": "anonymous",
"name": "req",
"type": "httpTrigger",
"direction": "in"
},
{
"name": "res",
"type": "http",
"direction": "out"
}
]
},
"files": {
"run.csx": "using System.Net;\r\n\r\n public static HttpResponseMessage Run(HttpRequestMessage req, TraceWriter log)\r\n\r\n {\r\n\r\nreturn req.CreateResponse(\"Hello from MyFunction\", HttpStatusCode.OK);\r\n\r\n }"
}
}
}
]
}
]
}
Thank you.

You will probably need the following:
Runtime under appsettings
"FUNCTIONS_WORKER_RUNTIME": "python"
My template looks bit different but does deploy a python function, here is the resource from the same:
{
"type": "Microsoft.Web/sites",
"apiVersion": "2018-11-01",
"name": "[parameters('name')]",
"location": "[parameters('location')]",
"dependsOn": [
"microsoft.insights/components/mycoolfunction",
"[concat('Microsoft.Web/serverfarms/', parameters('hostingPlanName'))]",
"[concat('Microsoft.Storage/storageAccounts/', parameters('storageAccountName'))]"
],
"tags": {},
"kind": "functionapp,linux",
"properties": {
"name": "[parameters('name')]",
"siteConfig": {
"appSettings": [
{
"name": "FUNCTIONS_WORKER_RUNTIME",
"value": "python"
},
{
"name": "FUNCTIONS_EXTENSION_VERSION",
"value": "~2"
},
{
"name": "APPINSIGHTS_INSTRUMENTATIONKEY",
"value": "[reference('microsoft.insights/components/mycoolfunction', '2015-05-01').InstrumentationKey]"
},
{
"name": "AzureWebJobsStorage",
"value": "[concat('DefaultEndpointsProtocol=https;AccountName=',parameters('storageAccountName'),';AccountKey=',listKeys(resourceId('Microsoft.Storage/storageAccounts', parameters('storageAccountName')), '2019-06-01').keys[0].value,';EndpointSuffix=','core.windows.net')]"
}
]
},
"serverFarmId": "[concat('/subscriptions/', parameters('subscriptionId'),'/resourcegroups/', parameters('serverFarmResourceGroup'), '/providers/Microsoft.Web/serverfarms/', parameters('hostingPlanName'))]",
"hostingEnvironment": "[parameters('hostingEnvironment')]",
"clientAffinityEnabled": false
}
}

How to write "required" for "pattern properties" of json schema

I have this json output and I want to make sure that top_properties is not empty.
In top_properties the key value is dynamic and they are not static. That is where I'm stuck at.
{
"id": "test",
"name": "name",
"cake_name": "test",
"metric": 0.5,
"anticipations": [
{
"time": "2018-01-01 00:00:00",
"points": 0.49128797804879504,
"top_properties": {
"LA:TB2341": 0.23,
"LA:TB2342": 0.23,
"LA:TB2343": 0.23
},
"status": 0,
"alert": false
}
I have below schema but It wont fail when top_properties is empty. I want to make sure it fails when its empty.
{
"definitions": {},
"$schema": "http://json-schema.org/draft-07/schema#",
"$id": "http://example.com/root.json",
"type": "object",
"title": "The Root Schema",
"required": [
"id",
"name",
"cake_name",
"metric",
"anticipations"
],
"properties": {
"id": {
"$id": "#/properties/id",
"type": "string",
"title": "The Id Schema",
"default": "",
"examples": [
"test"
],
"pattern": "^(.*)$"
},
"name": {
"$id": "#/properties/name",
"type": "string",
"title": "The Name Schema",
"default": "",
"examples": [
"name"
],
"pattern": "^(.*)$"
},
"cake_name": {
"$id": "#/properties/cake_name",
"type": "string",
"title": "The Cake_name Schema",
"default": "",
"examples": [
"test"
],
"pattern": "^(.*)$"
},
"metric": {
"$id": "#/properties/metric",
"type": "number",
"title": "The Metric Schema",
"default": 0.0,
"examples": [
0.5
]
},
"anticipations": {
"$id": "#/properties/anticipations",
"type": "array",
"title": "The Anticipations Schema",
"items": {
"$id": "#/properties/anticipations/items",
"type": "object",
"title": "The Items Schema",
"required": [
"time",
"points",
"top_properties",
"status",
"alert"
],
"properties": {
"time": {
"$id": "#/properties/anticipations/items/properties/time",
"type": "string",
"title": "The Time Schema",
"default": "",
"examples": [
"2018-01-01 00:00:00"
],
"pattern": "^(.*)$"
},
"points": {
"$id": "#/properties/anticipations/items/properties/points",
"type": "number",
"title": "The Points Schema",
"default": 0.0,
"examples": [
0.49128797804879504
]
},
"top_properties": {
"$id": "#/properties/anticipations/items/properties/top_properties",
"type": "object",
"title": "The Top_properties Schema",
"patternProperties": {
"[A-Za-z:0-9]": {
"type": "number"
}
},
"additionalProperties": false
},
"status": {
"$id": "#/properties/anticipations/items/properties/status",
"type": "integer",
"title": "The Status Schema",
"default": 0,
"examples": [
0
]
},
"alert": {
"$id": "#/properties/anticipations/items/properties/alert",
"type": "boolean",
"title": "The Alert Schema",
"default": false,
"examples": [
false
]
}
}
}
}
}
}
How do I use required for pattern properties since I don't have static value, how is it implemented if you have come across this situation.

You want the minProperties keyword https://json-schema.org/understanding-json-schema/reference/object.html#size
For example,
{
"type": "object",
"patternProperties": {
"[A-Za-z:0-9]": { "type": "number" }
},
"minProperties": 1
}

How to extract a a specific object from JSON file using python json

Using Python I need to extract all the API (just the API endpoint names) endpoints by reading from a JSON file.
Below is the sample JSON code,
{
"swagger": "2.0",
"info": {
"title": "None",
"description": "some thing over here sample content\n",
"version": "0.1"
},
"produces": [
"application/json"
],
"basePath": "/busrouting",
"schemes": [
"https"
],
"definitions": {
"OAuth2": {
"description": "some thing over here sample content\n",
"type": "coauthor",
"flow": "implicit",
"authorization": "NONE",
"scopes": {
"Zero": "three",
"One": "two"
}
}
},
"paths": {
"/service-provider/details": {
"get": {
"description": "some thing over here sample content",
"security": [
{
"OAuth2": [
"None",
"None"
]
}
],
"parameters": [
{
"name": "service provider",
"in": "query",
"description": "List of service-provider ID's",
"required": false,
"type": "array",
"items": {
"type": "string"
}
},
{
"name": "limit",
"in": "query",
"description": "Record limit. Default is 20",
"required": false,
"type": "integer"
},
{
"name": "offset",
"in": "query",
"description": "Record offset. Default is 0.",
"required": false,
"type": "integer"
}
],
"tags": [
"Service Providers"
],
"responses": {
"200": {
"description": "OK.",
"headers": {
"Link": {
"description": "some thing over here sample content\n",
"type": "array",
"items": {
"type": "string"
}
}
},
"schema": {
"type": "object",
"properties": {
"names": {
"type": "array",
"items": {
"$ref": "#/definitions/service-provider"
}
}
} #Sample add
}
},
"400": {
"description": "Bad Request"
},
"401": {
"description": "Unauthorized"
},
"403": {
"description": "Forbidden"
},
"404": {
"description": "Zero"
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/Error"
}
}
}
}
},
"/Bus/{bus-id}/names": {
"get": {
"description": "some thing over here sample content\n",
"security": [
{
"OAuth2": [
"None",
"None"
]
}
],
"parameters": [
{
"name": "Bus-id",
"in": "path",
"required": true,
"type": "string"
}
],
"tags": [
"BusNames"
],
"responses": {
"200": {
"description": "OK.",
"schema": {
"$ref": "#/definitions/busnames"
}
},
"400": {
"description": "Bad Request"
},
"401": {
"description": "Unauthorized"
},
"403": {
"description": "Forbidden"
},
"404": {
"description": "Balances not found"
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/Error"
}
}
}
}
},
"/busoperator/{bus-id}/names/routes": {
"get": {
"description": "some thing over here sample content.\n",
"security": [
{
"OAuth2": [
"None",
"None"
]
}
],
"parameters": [
{
"name": "bus-id",
"in": "path",
"required": true,
"type": "string"
},
{
"name": "limit",
"in": "query",
"description": "Record limit. Default is 10",
"required": false,
"type": "integer"
},
{
"name": "offset",
"in": "query",
"description": "Record offset. Default is 0.",
"required": false,
"type": "integer"
}
],
"tags": [
"bus route mapping"
],
"responses": {
"200": {
"description": "Recent Route",
"headers": {
"Link": {
"description": "some thing over here sample content.\n",
"type": "array",
"items": {
"type": "string"
}
}
},
"schema": {
"type": "object",
"properties": {
"Route details": {
"type": "array",
"items": {
"$ref": "#/definitions/Route"
}
}
}
}
},
"400": {
"description": "Bad Request"
},
"401": {
"description": "Unauthorized"
},
"403": {
"description": "Not entitled to this account and its transactions"
},
"404": {
"description": "User has no recent transactions"
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/Error"
}
}
}
}
},
"/operator/{id}/route/path": {
"get": {
"description": "some thing over here sample content.\n",
"security": [
{
"OAuth2": [
"None",
"None"
]
}
],
"parameters": [
{
"name": "bus-id",
"in": "path",
"required": true,
"type": "string"
},
{
"name": "limit",
"in": "query",
"description": "Record limit. Default is 10",
"required": false,
"type": "integer"
},
{
"name": "offset",
"in": "query",
"description": "Record offset. Default is 0.",
"required": false,
"type": "integer"
}
],
"tags": [
"Sample Reporting"
],
"responses": {
"200": {
"description": "sample actions",
"headers": {
"Link": {
"description": "some thing over here sample content\n",
"type": "array",
"items": {
"type": "string"
}
}
},
"schema": {
"type": "object",
"properties": {
"Boisterous": {
"type": "array",
"items": {
"$ref": "#/definitions/salesperson"
}
}
}
}
},
"400": {
"description": "Bad Request"
},
"401": {
"description": "Unauthorized"
},
"403": {
"description": "Not entitled to this account and its transactions"
},
"404": {
"description": "User has no recent transactions"
},
"500": {
"description": "Internal Server Error",
"schema": {
"$ref": "#/definitions/Error"
}
}
}
}
}
},
"definitions": {
"sample": {
"required": [
"demo",
"request"
],
"description": "Holds identifying attributes for an sample\n",
"properties": {
"request": {
"description": "some thing over here sample content\n",
"type": "string"
},
"sample one": {
"type": "string"
},
"sample two": {
"type": "string"
},
"number": {
"description": "some thing over here sample content",
"type": "string"
},
"name": {
"type": "string",
"description": "some thing over here sample content"
}
}
},
"dummy": {
"description": "some thing over here sample content\n",
"properties": {
"dummy": {
"$ref": "#/definitions/samples"
},
"data": {
"type": "string",
"description": "sample data "
},
"country": {
"type": "string",
"description": "some thing over here sample content"
},
"dataone": {
"$ref": "#/definitions/samples"
},
"error": {
"$ref": "#/definitions/Error"
},
"links": {
"description": "some thing over here sample content",
"type": "array",
"items": {
"$ref": "#/definitions/Links"
}
}
}
},
"reference": {
"description": "only description\n",
"properties": {
"available": {
"type": "number",
"format": "double",
"description": "some thing over here sample content"
},
"availableFormatted": {
"type": "string",
"description": "some thing over here sample content"
},
"held": {
"type": "number",
"format": "double",
"description": "some thing over here sample content."
},
"formatted": {
"type": "string",
"description": "some thing over here sample content"
},
"asst": {
"type": "string",
"format": "date-time",
"description": "Timestamp of , in UTC"
},
"sampler": {
"type": "string",
"format": "date-time",
"description": "Timestamp of , in users preferred TZ"
}
}
},
"dummy": {
"description": "Transaction done on an account",
"required": [
"because",
"versioned",
"postdates"
],
"properties": {
"tintype": {
"description": "sample content",
"type": "string"
},
"cringed": {
"description": "some thing over here sample content",
"type": "string",
"menu": [
"D",
"C"
]
},
"reference": {
"description": "Reference information",
"type": "string"
},
"amount": {
"description": "some thing over here sample content\n",
"type": "number",
"format": "double"
},
"formatted": {
"description": "formatted according to user's preferences\n"
},
"post Date": {
"type": "string",
"format": "date-time",
"description": "Date-time in UTC"
},
"postdate": {
"type": "string",
"format": "date-time",
"description": "Post Date-time in user-preferred TZ"
},
"narrative": {
"type": "string"
}
}
},
"Links": {
"description": "Related Links for the resource\n",
"properties": {
"rel": {
"description": "relationship to the resource",
"type": "string"
},
"ref": {
"description": "URL of the related link",
"type": "string"
}
}
},
"Error": { Sample
"description": "Error descriptor",
"properties": {
"code": {
"type": "integer",
"format": "intent"
},
"message": {
"type": "string"
},
"description": {
"type": "string"
},
"severity": {
"type": "string"
},
"location": {
"type": "string"
}
}
}
}
}
I have tried the below code:
import json
with open("example.json", "r") as reading:
data = json.load(reading)
print(data["paths"])
From here i need to go further the code to capture all the API endpoint name only.
In the sample json file, Under paths i need to capture all the endpoints and method type of an API as below,
In addition I would also like to capture the values for the below keys from the sample JSON code.
Under "parameters" i also need to capture the below keys,
name:
in:
required:
Expected output (just an example):
/service-provider/details
get
bus (comment - refers to the key - name under 'parameters')
query (comment - refers to the key - in under 'parameters')
false (comment - refers to the key - required under 'parameters')
/Bus/{bus-id}/names
get
bus-id (comment - refers to the key - name under 'parameters')
query (comment - refers to the key - in under 'parameters')
false (comment - refers to the key - required under 'parameters')
/busoperator/{bus-id}/names/routes
get
routes (comment - refers to the key - name under 'parameters')
query (comment - refers to the key - in under 'parameters')
false (comment - refers to the key - required under 'parameters')
/operator/{id}/route/path
get
id (comment - refers to the key - name under 'parameters')
query (comment - refers to the key - in under 'parameters')
false (comment - refers to the key - required under 'parameters')

Try this:
with open('example.json', 'r') as f:
data = json.load(f)
for path, values in data['paths'].items():
print(path)
for value in values:
print(value)
This should also get all the endpoints functions in a path if there are multiple.

To get a list of two-tuples (endpoint, type) use:
[(endpoint, value.keys[0]) for endpoint, value in data["paths"].items()]