mona-sdk 0.0.14

SDK for communicating with Mona's servers

Mona Python SDK

Mona’s SDK is a python based package which enables you to securely access Mona’s API and export your data to Mona directly from within your code, either message-by-message or as a batch.

Installation

$ pip install mona_sdk

Quick Start and Example

1. Install as described above.
2. Get an "admin"-roled API key and secret from your dashboard.
3. Set environment variables as mentioned below.
4. Instrument code with Mona's client as seen below.

Data exporting arguments:

We recommend you get acquainted with Mona's key concepts in our docs.

MonaSingleMessage: A dataclass wrapping all needed fields for a Mona data exporting message, containing the following:

• contextClass: (str) The name of the context class to which you are currently exporting data.
• message: (dict) A JSON-serializable dict containing all relevant monitoring information to send to Mona's servers.
• contextId: (str) A unique identifier for the current context instance. One can export multiple messages with the same context id and Mona would aggregate all of these messages to one big message on its backend. If none is given, Mona will create a random uuid for it. This is highly unrecommended - since it takes away the option to update this data in the future.
• exportTimestamp: (int | str) This is the primary timestamp Mona will use when considering the data being sent. It should be a date (ISO string, or a Unix time number) representing the time the message was created. If this field isn't provided, the message exportTimestamp will be the time in which the exporting function was called.

from mona_sdk.client import Client, MonaSingleMessage
import time

api_key = <An API key is accessible in the admin page in your dashboard>
secret = <secret corresponding to the given api_key>

my_mona_client = Client(api_key, secret)

# One can send a single message to Mona's servers by calling export() with a 
# MonaSingleMessage object:
succseed_to_export = my_mona_client.export(MonaSingleMessage(
    message={'monitoring_information_1': '1', 'monitoring_information_2': '2'}, 
    contextClass='MY_CONTEXT_CLASS_NAME', 
    contextId='CONTEXT_INSTANCE_UNIQUE_ID', 
    exportTimestamp=time.time()
))

# Another option is to send a batch of messages to Mona using export_batch:
messages_batch_to_mona = []
for context_instance in my_data:
    messages_batch_to_mona.append(
            MonaSingleMessage(
                message=context_instance.relevant_monitoring_information,
                contextClass="MY_CONTEXT_CLASS_NAME",
                contextId=context_instance.unique_id,
                exportTimestamp=context_instance.timestamp,
            )
        )
        
export_result = my_mona_client.export_batch(messages_batch_to_mona)

Uploading a new configuration

Mona's sdk provides a simple way to upload a new Mona configuration, using Client.upload_config():

# Note: no need to add your user_id as the key, just the configuration itself.
new_configuration = <Your new Mona configuration>
upload_result = my_client.upload_config(new_configuration, "My commit message")

# the return value format will be:
# upload_result == {
#    "success": <was the upload successful>, (bool)
#    "new_config_id": <the new configuration ID> (str)
#}

You can also receive your current Mona configuration:

my_current_mona_config = my_client.get_config()

Environment variables

Mona uses several environment variables you can set as you prefer:

• RAISE_AUTHENTICATION_EXCEPTIONS - Set to true if you would like Mona's client to raise authentication related exceptions. When set to false and such an exception is met, every function call will return false. Use client.is_active() in order to check authentication status. (default value: False).
• RAISE_EXPORT_EXCEPTIONS - set to true if you would like Mona's client to raise export related exceptions. When set to false and an export (or part of it) fails, the failure reason will be logged (default value: False).
• RAISE_CONFIG_EXCEPTIONS - set to true if you would like Mona's client to raise config related exceptions. When set to false, and such an exception is met, the function will log an error and return false (default value: False).
• NUM_OF_RETRIES_FOR_AUTHENTICATION - Number of retries to authenticate in case Mona's client unexpectedly cannot get an authentication response from the server (default value: 3).
• WAIT_TIME_FOR_AUTHENTICATION_RETRIES_SEC - Number of seconds to wait between every authentication retry (default value: 2).

Logging

Unrelated to the actual data being exported, Mona's client may log debug/info/warning/error for various reasons, including to help with debugging communications with Mona's server. To make logging as adaptable to your system as possible, Mona is using its own logger named "mona-logger". You can configure it in yoursh code by just calling

logging.getLogger("mona-logger")

and then setting handlers and formatters as you please.

You can also configure Mona's logging using the following environment variables:

1. MONA_LOGGING_LEVEL - set this to the wanted level, according to python's logging constants:

   • "CRITICAL" (50)
   • "ERROR" (40)
   • "WARNING" (30)
   • "INFO" (20)
   • "DEBUG" (10)
   • "NOTSET" (0)

2. MONA_LOGGER_NAME - you can change Mona's logger name.

Special field names

Avoid using field names with "MONA" as their prefix, Mona uses this pattern internally. If you do that, these fields will be changed to a have prefix of "MY_MONA" before exporting to Mona's servers.

Testing the client code

The client's tests are written using unittest framework.

In order to run the tests type the following to your shell:

python -m unittest mona_sdk/tests/client_tests.py