whylabs_client.MonitorApi

All URIs are relative to https://api.whylabsapp.com

Method	HTTP request	Description
delete_analyzer	DELETE /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/analyzer/{analyzer_id}	Delete the analyzer config for a given dataset.
delete_monitor	DELETE /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/monitor/{monitor_id}	Delete the monitor for a given dataset.
get_analyzer	GET /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/analyzer/{analyzer_id}	Get the analyzer config for a given dataset.
get_monitor	GET /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/monitor/{monitor_id}	Get the monitor config for a given dataset.
get_monitor_config_v3	GET /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/v3	Get the monitor config document for a given dataset.
list_constraints	GET /v0/organizations/{org_id}/models/{dataset_id}/constraints	List the constraints for a given dataset.
patch_monitor_config_v3	PATCH /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/v3	Patch an updated monitor config document for a given dataset.
put_analyzer	PUT /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/analyzer/{analyzer_id}	Save the analyzer config for a given dataset.
put_monitor	PUT /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/monitor/{monitor_id}	Save the monitor for a given dataset.
put_monitor_config_v3	PUT /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/v3	Save the monitor config document for a given dataset.
validate_monitor_config_v3	PUT /v0/organizations/{org_id}/models/{dataset_id}/monitor-config/v3/validate	Validate the monitor config document for a given dataset.

delete_analyzer

Response delete_analyzer(org_id, dataset_id, analyzer_id)

Delete the analyzer config for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    analyzer_id = "drift-analyzer" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Delete the analyzer config for a given dataset.
        api_response = api_instance.delete_analyzer(org_id, dataset_id, analyzer_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->delete_analyzer: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
analyzer_id	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	DeleteAnalyzer 200 response	-

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delete_monitor

Response delete_monitor(org_id, dataset_id, monitor_id)

Delete the monitor for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    monitor_id = "drift-monitor-123" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Delete the monitor for a given dataset.
        api_response = api_instance.delete_monitor(org_id, dataset_id, monitor_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->delete_monitor: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
monitor_id	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	DeleteMonitor 200 response	-

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get_analyzer

str get_analyzer(org_id, dataset_id, analyzer_id)

Get the analyzer config for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    analyzer_id = "drift-analyzer" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Get the analyzer config for a given dataset.
        api_response = api_instance.get_analyzer(org_id, dataset_id, analyzer_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->get_analyzer: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
analyzer_id	str

Return type

str

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	GetAnalyzer 200 response	-

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get_monitor

str get_monitor(org_id, dataset_id, monitor_id)

Get the monitor config for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    monitor_id = "drift-monitor-123" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Get the monitor config for a given dataset.
        api_response = api_instance.get_monitor(org_id, dataset_id, monitor_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->get_monitor: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
monitor_id	str

Return type

str

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	GetMonitor 200 response	-

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get_monitor_config_v3

str get_monitor_config_v3(org_id, dataset_id)

Get the monitor config document for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    include_entity_schema = True # bool, none_type |  (optional)
    include_entity_weights = True # bool, none_type |  (optional)

    # example passing only required values which don't have defaults set
    try:
        # Get the monitor config document for a given dataset.
        api_response = api_instance.get_monitor_config_v3(org_id, dataset_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->get_monitor_config_v3: %s\n" % e)

    # example passing only required values which don't have defaults set
    # and optional values
    try:
        # Get the monitor config document for a given dataset.
        api_response = api_instance.get_monitor_config_v3(org_id, dataset_id, include_entity_schema=include_entity_schema, include_entity_weights=include_entity_weights)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->get_monitor_config_v3: %s\n" % e)

Parameters

Name	Type	Notes
org_id	str
dataset_id	str
include_entity_schema	bool, none_type	[optional]
include_entity_weights	bool, none_type	[optional]

Return type

str

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	GetMonitorConfigV3 200 response	-

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list_constraints

[str] list_constraints(org_id, dataset_id)

List the constraints for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 

    # example passing only required values which don't have defaults set
    try:
        # List the constraints for a given dataset.
        api_response = api_instance.list_constraints(org_id, dataset_id)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->list_constraints: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str

Return type

[str]

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: Not defined
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	ListConstraints 200 response	-

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patch_monitor_config_v3

Response patch_monitor_config_v3(org_id, dataset_id, body)

Patch an updated monitor config document for a given dataset.

Save an updated monitor config document for a given dataset. Monitors and analyzers matching an existing ID are replaced.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    body = "body_example" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Patch an updated monitor config document for a given dataset.
        api_response = api_instance.patch_monitor_config_v3(org_id, dataset_id, body)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->patch_monitor_config_v3: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
body	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: application/json
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	PatchMonitorConfigV3 200 response	-

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put_analyzer

Response put_analyzer(org_id, dataset_id, analyzer_id, body)

Save the analyzer config for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    analyzer_id = "drift-analyzer" # str | 
    body = "body_example" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Save the analyzer config for a given dataset.
        api_response = api_instance.put_analyzer(org_id, dataset_id, analyzer_id, body)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->put_analyzer: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
analyzer_id	str
body	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: application/json
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	PutAnalyzer 200 response	-

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put_monitor

Response put_monitor(org_id, dataset_id, monitor_id, body)

Save the monitor for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    monitor_id = "drift-monitor-123" # str | 
    body = "body_example" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Save the monitor for a given dataset.
        api_response = api_instance.put_monitor(org_id, dataset_id, monitor_id, body)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->put_monitor: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
monitor_id	str
body	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: application/json
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	PutMonitor 200 response	-

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put_monitor_config_v3

Response put_monitor_config_v3(org_id, dataset_id, body)

Save the monitor config document for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    body = "body_example" # str | 

    # example passing only required values which don't have defaults set
    try:
        # Save the monitor config document for a given dataset.
        api_response = api_instance.put_monitor_config_v3(org_id, dataset_id, body)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->put_monitor_config_v3: %s\n" % e)

Parameters

Name	Type	Description	Notes
org_id	str
dataset_id	str
body	str

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: application/json
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	PutMonitorConfigV3 200 response	-

[Back to top] [Back to API list] [Back to Model list] [Back to README]

validate_monitor_config_v3

Response validate_monitor_config_v3(org_id, dataset_id, body)

Validate the monitor config document for a given dataset.

Example

Api Key Authentication (ApiKeyAuth):

import time
import whylabs_client
from whylabs_client.api import monitor_api
from whylabs_client.model.response import Response
from pprint import pprint
# Defining the host is optional and defaults to https://api.whylabsapp.com
# See configuration.py for a list of all supported configuration parameters.
configuration = whylabs_client.Configuration(
    host = "https://api.whylabsapp.com"
)

# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.

# Configure API key authorization: ApiKeyAuth
configuration.api_key['ApiKeyAuth'] = 'YOUR_API_KEY'

# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['ApiKeyAuth'] = 'Bearer'

# Enter a context with an instance of the API client
with whylabs_client.ApiClient(configuration) as api_client:
    # Create an instance of the API class
    api_instance = monitor_api.MonitorApi(api_client)
    org_id = "org-123" # str | 
    dataset_id = "model-123" # str | 
    body = "body_example" # str | 
    verbose = True # bool, none_type |  (optional)

    # example passing only required values which don't have defaults set
    try:
        # Validate the monitor config document for a given dataset.
        api_response = api_instance.validate_monitor_config_v3(org_id, dataset_id, body)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->validate_monitor_config_v3: %s\n" % e)

    # example passing only required values which don't have defaults set
    # and optional values
    try:
        # Validate the monitor config document for a given dataset.
        api_response = api_instance.validate_monitor_config_v3(org_id, dataset_id, body, verbose=verbose)
        pprint(api_response)
    except whylabs_client.ApiException as e:
        print("Exception when calling MonitorApi->validate_monitor_config_v3: %s\n" % e)

Parameters

Name	Type	Notes
org_id	str
dataset_id	str
body	str
verbose	bool, none_type	[optional]

Return type

Response

Authorization

ApiKeyAuth

HTTP request headers

Content-Type: application/json
Accept: application/json

HTTP response details

Status code	Description	Response headers
200	ValidateMonitorConfigV3 200 response	-

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Files

MonitorApi.md

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History

MonitorApi.md

File metadata and controls

whylabs_client.MonitorApi

delete_analyzer

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

delete_monitor

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

get_analyzer

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

get_monitor

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

get_monitor_config_v3

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

list_constraints

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

patch_monitor_config_v3

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

put_analyzer

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

put_monitor

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

put_monitor_config_v3

Example

Parameters

Return type

Authorization

HTTP request headers

HTTP response details

validate_monitor_config_v3

Example

Parameters