Thundra Agent Python For Tracing

Trace your marvelous python projects with async monitoring by Thundra!

Async Monitoring with Zero Overhead

By default, Thundra agent reports by making an HTTPS request. This adds an overhead to your lambda function.

Instead, you can setup async monitoring in 2 minutes and monitor your lambda functions with zero overhead!

Installation

Run this command from your project directory:

pip install thundra -t .

Configuration

You can configure Thundra using environment variables or module initialization parameters.

Environment variables have higher precedence over initialization parameters.

Check out the configuration part of our docs for more detailed information.

1. Most Useful Environment variables

Name	Type	Default Value
THUNDRA_APIKEY	string	-
THUNDRA_AGENT_APPLICATION_NAME	string	-
THUNDRA_AGENT_APPLICATION_STAGE	string	-
THUNDRA_AGENT_TRACE_DISABLE	bool	false
THUNDRA_AGENT_METRIC_DISABLE	bool	false
THUNDRA_AGENT_LOG_DISABLE	bool	false
THUNDRA_AGENT_TRACE_REQUEST_SKIP	bool	false
THUNDRA_AGENT_TRACE_RESPONSE_SKIP	bool	false
THUNDRA_AGENT_LAMBDA_TIMEOUT_MARGIN	int	200
THUNDRA_AGENT_REPORT_REST_BASEURL	string	https://collector.thundra.io/v1
THUNDRA_AGENT_TEST_RUN_ID	string	-
THUNDRA_AGENT_TEST_PROJECT_ID	string	-
THUNDRA_AGENT_TEST_STATUS_REPORT_FREQUENCY	int	30sec
THUNDRA_AGENT_TEST_LOG_COUNT_MAX	int	100

2. Object initialization parameters

Name	Type	Default Value
api_key	string	-
disable_trace	bool	False
disable_metric	bool	False
disable_log	bool	False

Usage

No-Code Change Tracing

The simplest way to auto trace configuration of all your endpoints into project by setting following environment variables:

export THUNDRA_APIKEY=<your_thundra_api_key>
export THUNDRA_AGENT_APPLICATION_NAME=<your_application_name>
<python command>

For illustration of Fastapi:

export THUNDRA_APIKEY=<your_thundra_api_key>
export THUNDRA_AGENT_APPLICATION_NAME=fastapi-prod
uvicorn main:app --reload

For Dockerfile, you just replace export with ENV.

You can see the list of no-code change supported frameworks

In-Code Configuration Tracing

Another simple alternative is to copy the snippet into your code before your app created:

import thundra

thundra.configure(
     options={
         "config": {
             "thundra.apikey": <your_thundra_api_key>,
             "thundra.agent.application.name": <your_application_name>
         }
     }
)

To run on your framework please refer to supported frameworks

Decorator

Just import this module, pass your api key to it and use our decorator to wrap your handler:

import thundra

thundra.configure(
     options={
         "config": {
             "thundra.apikey": <your_thundra_api_key>,
             "thundra.agent.application.name": <your_application_name>
         }
     }
)

@thundra.<framework_wrapper>
def handler(event, context):
    print("Hello Thundra!")

OR

export THUNDRA_APIKEY=<your_thundra_api_key>
export THUNDRA_AGENT_APPLICATION_NAME=<your_application_name>

import thundra

@thundra.<framework_wrapper>
def handler(event, context):
    print("Hello Thundra!")

NOTES

To run on your framework please refer to supported frameworks
You should disable framework that you use by using environment variable or in-code configuration. Explanations can be found in corresponding framework section.

Request Body

Normally thundra does not get your project's requests' body. In order to see request body on tracing data, following environment variable shall be set besides api key and application name:

export THUNDRA_AGENT_TRACE_REQUEST_SKIP=True

OR

import thundra

thundra.configure(
     options={
         "config": {
             "thundra.apikey": <your_thundra_api_key>,
             "thundra.agent.application.name": <your_application_name>,
			 "thundra.agent.trace.request.skip": True
         }
     }
)

Frameworks

The following frameworks are supported by Thundra:

Framework	Supported Version	Auto-tracing Supported
AWS Lambda	All
Django	`>=1.11`
Flask	`>=0.5`
Fastapi	`>=0.62.0`
Chalice	`>=1.0.0`
Tornado	`>=6.0.0`

AWS Lambda

Tracing Lambda functions:

Check our integration document on web site

NOTES

Make sure to choose just one of the methods from integration document above.
For decorator tracing method:
1. Set THUNDRA_APIKEY and other configurations if needed as no-code change or in-code change sytle.
2. Change @thundra.<framework_wrapper> by @thundra.lambda_wrapper.
In order to activate AWS Step Functions trace, THUNDRA_AGENT_LAMBDA_AWS_STEPFUNCTIONS environment variable should be set true.
In order to activate AWS AppSync trace, THUNDRA_AGENT_LAMBDA_AWS_APPSYNC environment variable should be set true.
For other integrations' configuration, please take a look environment variables table at the end.

Django

Tracing Django application:

Auto trace by using one of the following methods:
- No-Code Change Tracing.
- In-Code Configuration Tracing
Trace specific endpoints by Decorator

Code snippet in In-Code Configuration Tracing should be added into settings.py file. To trace django database processes, following environment variables shall be set to false:

No-Code Change Tracing:

export THUNDRA_AGENT_TRACE_INTEGRATIONS_DJANGO_ORM_DISABLE=false
export THUNDRA_AGENT_TRACE_INTEGRATIONS_RDB_DISABLE=false

In-Code Configuration Tracing:

import thundra

thundra.configure(
    options={
        "config": {
            "thundra.apikey": <your_thundra_api_key>,
            "thundra.agent.application.name": <your_application_name>,
            "thundra.agent.trace.integrations.django.orm.disable": False,
            "thundra.agent.trace.integrations.rdb.disable": False
        }
    }
)

NOTES

Make sure to choose just one of the methods.
For decorator tracing method:
1. Disable thundra django instrumentation by using THUNDRA_AGENT_TRACE_INTEGRATIONS_DJANGO_DISABLE or its corresponding in-code configuration.
2. Change @thundra.<framework_wrapper> by @thundra.django_wrapper.

Flask

Tracing Flask application:

Auto trace by using one of the following methods:
- No-Code Change Tracing.
- In-Code Configuration Tracing
Trace specific endpoints by Decorator

Code snippet in In-Code Configuration Tracing should be added into app.py file before application is initialized.

NOTES

Make sure to choose just one of the methods.
For decorator tracing method:
1. Disable thundra flask instrumentation by using THUNDRA_AGENT_TRACE_INTEGRATIONS_FLASK_DISABLE or its corresponding in-code configuration.
2. Change @thundra.<framework_wrapper> by @thundra.flask_wrapper.

Fastapi

Tracing Fastapi application:

Auto trace by using one of the following methods:
- No-Code Change Tracing.
- In-Code Configuration Tracing
Trace specific endpoints by Decorator by adding fastapi.Request as an parameter to your function if not exists.

NOTES

Make sure to choose just one of the methods.
For decorator tracing method:
1. Disable thundra fastapi instrumentation by using THUNDRA_AGENT_TRACE_INTEGRATIONS_FASTAPI_DISABLE or its corresponding in-code configuration.
2. Change @thundra.<framework_wrapper> by @thundra.fastapi_wrapper.
Fastapi has been supported for python 3.7 and above.

Chalice

Tracing Chalice application:

Auto trace by using one of the following methods:
- No-Code Change Tracing.
- In-Code Configuration Tracing
Trace specific endpoints by Decorator

NOTES

Make sure to choose just one of the methods.
For decorator tracing method:
1. Disable thundra chalice instrumentation by using THUNDRA_AGENT_TRACE_INTEGRATIONS_CHALICE_DISABLE or its corresponding in-code configuration.
2. Change @thundra.<framework_wrapper> by @thundra.chalice_wrapper.

Tornado

Tracing Tornado application:

Auto trace by using one of the following methods:
- No-Code Change Tracing.
- In-Code Configuration Tracing
Trace specific endpoints by Decorator

NOTES

Make sure to choose just one of the methods.
Tornado has been supported for python 3.7 and above.
For decorator tracing method:
1. Disable thundra tornado instrumentation by using THUNDRA_AGENT_TRACE_INTEGRATIONS_TORNADO_DISABLE or its corresponding in-code configuration.
2. Change @thundra.<framework_wrapper> by @thundra.tornado_wrapper.

Integrations

Thundra provides out-of-the-box instrumentation (tracing) for following libraries.

Library	Supported Version
logging	Fully supported
requests	`>=2.0.0`
redis	`>=2.10.0`
pymongo	`>=3.0.0`
PyMySQL	`>=0.7.0`
MySQLdb	`>=1.0.0`
psycopg2	`>=2.2.0`
botocore (boto3)	`>=1.4.0`
SQLAlchemy	`>=1.2.0`
elasticsearch	`>=0.4.1`
aiohttp	`>=1.1.5`

Log Plugin

Log plugin is added by default, but in order to enable it, you should add ThundraLogHandler to your logger.

You can either add it via logging.conf or add during getting logger object.

Configure via logging.conf

An example of configuration file is as follows:

[loggers]
keys=root

[handlers]
keys=thundraHandler

[formatters]
keys=simpleFormatter

[logger_root]
level=NOTSET
handlers=thundraHandler

[handler_thundraHandler]
class=ThundraLogHandler
level=NOTSET
formatter=simpleFormatter
args=()

[formatter_simpleFormatter]
format=%(asctime)s - %(name)s - %(levelname)s - %(message)s
datefmt=

Configure during getting logger object

You should add the followings after getting the logger object:

handler = ThundraLogHandler()
logger.addHandler(handler)
...
logger.removeHandler(handler)

Thundra Foresight

Foresight is a project powered by Thundra agent to show every detail for test runs. For know, it only supports pytest. Although Its automatically enabled after installing Thundra as 'pip install thundra', you need to set THUNDRA_APIKEY and THUNDRA_AGENT_TEST_PROJECT_ID as described below.

Activating Thundra Foresight

Firstly, setting up environment for Thundra. There are three ways to do it.

Setting THUNDRA_APIKEY and THUNDRA_AGENT_TEST_PROJECT_ID as environment variable.

export THUNDRA_APIKEY=<your_apikey>
export THUNDRA_AGENT_TEST_PROJECT_ID=<your_test_project_id>

"thundra_apikey " and "thundra_agent_test_project_id" in you .env file. Then, loaded them in conftest.py file like:

    thundra_apikey =<your_apikey>
    thundra_agent_test_project_id = <your_test_project_id>

    # This method requires python >= 3.5
    from pathlib import Path

    from dotenv import load_dotenv

    env_path = Path(<your_env_file_name>)
    load_dotenv(dotenv_path=env_path)

Importing Thundra in conftest file and configure it.

    import thundra

    thundra.configure(
        options={
            "config": {
                "thundra.apikey": <your_apikey>,
                "thundra.agent.test.project.id": <your_test_project_id>
            }
        }
    )

Deactivating Thundra Foresight

There are three ways to deactivate Thundra Foresight for pytest:
1. Run pytest with --thundra_disable command on terminal for specific pytest run.
```
    pytest --thundra_disable <your_tests_path>
```
1. Modifying any configuration file read by pytest(pytest.ini, setup.cfg, pyproject.toml etc.) Please read carefully pytest official documentation for configuration files.
```
    [pytest]
    thundra_disable = 1
```
or
```
    [tool.pytest.ini_options]
    thundra_disable = 1
```
1. Setting THUNDRA_AGENT_TEST_DISABLE=True as environment variable.

NOTES

All Thundra agent features are valid in Foresight. It's default enabled. If you see more information about your test cases, you can visit Thundra APM. If you want to disable thundra agent for tracing, you can set "THUNDRA_AGENT_DISABLE" as environment variable, "thundra_agent_disable" in .env file or "thundra.agent.disable" into thundra.configure() to True as describing above.

Getting Help

If you have any issue around using the library or the product, please don't hesitate to:

Use the documentation.
Open an issue in GitHub.
Join our python slack channel.

Opening Issues

For any problem you encounter while using thundra, Please feel free to contact us via github issue or our python slack channel.

When opening a new issue, please provide as much information about the environment:

Library version, Python runtime version, dependencies, operation system with version etc.
Snippet of the usage.
A reproducible example can really help.

The GitHub issues are intended for bug reports and feature requests.

All Environment Variables

Following table shows all environment variables of No-Code Change Tracing and their In-Code Configuration Tracing equivalent.

Environment Variable Name	In-Code Configuration Tracing Name
THUNDRA_APIKEY	thundra.apikey
THUNDRA_AGENT_DEBUG_ENABLE	thundra.agent.debug.enable
THUNDRA_AGENT_DISABLE	thundra.agent.disable
THUNDRA_AGENT_TRACE_DISABLE	thundra.agent.trace.disable
THUNDRA_AGENT_METRIC_DISABLE	thundra.agent.metric.disable
THUNDRA_AGENT_LOG_DISABLE	thundra.agent.log.disable
THUNDRA_AGENT_APPLICATION_ID	thundra.agent.application.id
THUNDRA_AGENT_APPLICATION_INSTANCE_ID	thundra.agent.application.instanceid
THUNDRA_AGENT_APPLICATION_NAME	thundra.agent.application.name
THUNDRA_AGENT_APPLICATION_STAGE	thundra.agent.application.stage
THUNDRA_AGENT_APPLICATION_DOMAIN_NAME	thundra.agent.application.domainname
THUNDRA_AGENT_APPLICATION_CLASS_NAME	thundra.agent.application.classname
THUNDRA_AGENT_APPLICATION_VERSION	thundra.agent.application.version
THUNDRA_AGENT_APPLICATION_TAG_PREFIX	thundra.agent.application.tag
THUNDRA_AGENT_APPLICATION_REGION	thundra.agent.application.region
THUNDRA_AGENT_REPORT_REST_BASEURL	thundra.agent.report.rest.baseurl
THUNDRA_AGENT_REPORT_CLOUDWATCH_ENABLE	thundra.agent.report.cloudwatch.enable
THUNDRA_AGENT_REPORT_REST_COMPOSITE_BATCH_SIZE	thundra.agent.report.rest.composite.batchsize
THUNDRA_AGENT_REPORT_CLOUDWATCH_COMPOSITE_BATCH_SIZE	thundra.agent.report.cloudwatch.composite.batchsize
THUNDRA_AGENT_REPORT_REST_COMPOSITE_ENABLE	thundra.agent.report.rest.composite.enable
THUNDRA_AGENT_REPORT_CLOUDWATCH_COMPOSITE_ENABLE	thundra.agent.report.cloudwatch.composite.enable
THUNDRA_AGENT_REPORT_REST_LOCAL	thundra.agent.report.rest.local
THUNDRA_AGENT_LAMBDA_HANDLER	thundra.agent.lambda.handler
THUNDRA_AGENT_LAMBDA_WARMUP_WARMUPAWARE	thundra.agent.lambda.warmup.warmupaware
THUNDRA_AGENT_LAMBDA_TIMEOUT_MARGIN	thundra.agent.lambda.timeout.margin
THUNDRA_AGENT_LAMBDA_ERROR_STACKTRACE_MASK	thundra.agent.lambda.error.stacktrace.mask
THUNDRA_AGENT_TRACE_REQUEST_SKIP	thundra.agent.trace.request.skip
THUNDRA_AGENT_TRACE_RESPONSE_SKIP	thundra.agent.trace.response.skip
THUNDRA_AGENT_LAMBDA_TRACE_KINESIS_REQUEST_ENABLE	thundra.agent.lambda.trace.kinesis.request.enable
THUNDRA_AGENT_LAMBDA_TRACE_FIREHOSE_REQUEST_ENABLE	thundra.agent.lambda.trace.firehose.request.enable
THUNDRA_AGENT_LAMBDA_TRACE_CLOUDWATCHLOG_REQUEST_ENABLE	thundra.agent.lambda.trace.cloudwatchlog.request.enable
THUNDRA_AGENT_LAMBDA_AWS_STEPFUNCTIONS	thundra.agent.lambda.aws.stepfunctions
THUNDRA_AGENT_LAMBDA_AWS_APPSYNC	thundra.agent.lambda.aws.appsync
THUNDRA_AGENT_TRACE_INSTRUMENT_DISABLE	thundra.agent.trace.instrument.disable
THUNDRA_AGENT_TRACE_INSTRUMENT_TRACEABLECONFIG	thundra.agent.trace.instrument.traceableconfig
THUNDRA_AGENT_TRACE_SPAN_LISTENERCONFIG	thundra.agent.trace.span.listenerconfig
THUNDRA_AGENT_SAMPLER_TIMEAWARE_TIMEFREQ	thundra.agent.sampler.timeaware.timefreq
THUNDRA_AGENT_SAMPLER_COUNTAWARE_COUNTFREQ	thundra.agent.sampler.countaware.countfreq
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SNS_MESSAGE_MASK	thundra.agent.trace.integrations.aws.sns.message.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SNS_TRACEINJECTION_DISABLE	thundra.agent.trace.integrations.aws.sns.traceinjection.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SQS_MESSAGE_MASK	thundra.agent.trace.integrations.aws.sqs.message.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SQS_TRACEINJECTION_DISABLE	thundra.agent.trace.integrations.aws.sqs.traceinjection.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_LAMBDA_PAYLOAD_MASK	thundra.agent.trace.integrations.aws.lambda.payload.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_LAMBDA_TRACEINJECTION_DISABLE	thundra.agent.trace.integrations.aws.lambda.traceinjection.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_DYNAMODB_STATEMENT_MASK	thundra.agent.trace.integrations.aws.dynamodb.statement.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_DYNAMODB_TRACEINJECTION_ENABLE	thundra.agent.trace.integrations.aws.dynamodb.traceinjection.enable
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_ATHENA_STATEMENT_MASK	thundra.agent.trace.integrations.aws.athena.statement.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_HTTP_BODY_MASK	thundra.agent.trace.integrations.http.body.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_HTTP_URL_DEPTH	thundra.agent.trace.integrations.http.url.depth
THUNDRA_AGENT_TRACE_INTEGRATIONS_HTTP_TRACEINJECTION_DISABLE	thundra.agent.trace.integrations.http.traceinjection.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_HTTP_ERROR_STATUS_CODE_MIN	thundra.agent.trace.integrations.http.error.status.code.min
THUNDRA_AGENT_TRACE_INTEGRATIONS_REDIS_COMMAND_MASK	thundra.agent.trace.integrations.redis.command.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_RDB_STATEMENT_MASK	thundra.agent.trace.integrations.rdb.statement.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_ELASTICSEARCH_BODY_MASK	thundra.agent.trace.integrations.elasticsearch.body.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_ELASTICSEARCH_PATH_DEPTH	thundra.agent.trace.integrations.elasticsearch.path.depth
THUNDRA_AGENT_TRACE_INTEGRATIONS_MONGODB_COMMAND_MASK	thundra.agent.trace.integrations.mongodb.command.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_EVENTBRIDGE_DETAIL_MASK	thundra.agent.trace.integrations.aws.eventbridge.detail.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SES_MAIL_MASK	thundra.agent.trace.integrations.aws.ses.mail.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_SES_MAIL_DESTINATION_MASK	thundra.agent.trace.integrations.aws.ses.mail.destination.mask
THUNDRA_AGENT_TRACE_INTEGRATIONS_HTTP_DISABLE	thundra.agent.trace.integrations.http.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_RDB_DISABLE	thundra.agent.trace.integrations.rdb.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_AWS_DISABLE	thundra.agent.trace.integrations.aws.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_REDIS_DISABLE	thundra.agent.trace.integrations.redis.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_ES_DISABLE	thundra.agent.trace.integrations.elasticsearch.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_MONGO_DISABLE	thundra.agent.trace.integrations.mongodb.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_SQLALCHEMY_DISABLE	thundra.agent.trace.integrations.sqlalchemy.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_CHALICE_DISABLE	thundra.agent.trace.integrations.chalice.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_DJANGO_DISABLE	thundra.agent.trace.integrations.django.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_DJANGO_ORM_DISABLE	thundra.agent.trace.integrations.django.orm.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_FLASK_DISABLE	thundra.agent.trace.integrations.flask.disable
THUNDRA_AGENT_TRACE_INTEGRATIONS_FASTAPI_DISABLE	thundra.agent.trace.integrations.fastapi.disable
THUNDRA_AGENT_LOG_CONSOLE_DISABLE	thundra.agent.log.console.disable
THUNDRA_AGENT_LOG_LOGLEVEL	thundra.agent.log.loglevel
THUNDRA_AGENT_LAMBDA_DEBUGGER_ENABLE	thundra.agent.lambda.debugger.enable
THUNDRA_AGENT_LAMBDA_DEBUGGER_PORT	thundra.agent.lambda.debugger.port
THUNDRA_AGENT_LAMBDA_DEBUGGER_LOGS_ENABLE	thundra.agent.lambda.debugger.logs.enable
THUNDRA_AGENT_LAMBDA_DEBUGGER_WAIT_MAX	thundra.agent.lambda.debugger.wait.max
THUNDRA_AGENT_LAMBDA_DEBUGGER_IO_WAIT	thundra.agent.lambda.debugger.io.wait
THUNDRA_AGENT_LAMBDA_DEBUGGER_BROKER_PORT	thundra.agent.lambda.debugger.broker.port
THUNDRA_AGENT_LAMBDA_DEBUGGER_BROKER_HOST	thundra.agent.lambda.debugger.broker.host
THUNDRA_AGENT_LAMBDA_DEBUGGER_SESSION_NAME	thundra.agent.lambda.debugger.session.name
THUNDRA_AGENT_LAMBDA_DEBUGGER_AUTH_TOKEN	thundra.agent.lambda.debugger.auth.token
THUNDRA_AGENT_TEST_RUN_ID	thundra.agent.test.run.id
THUNDRA_AGENT_TEST_PROJECT_ID	thundra.agent.test.project.id
THUNDRA_AGENT_TEST_STATUS_REPORT_FREQUENCY	thundra.agent.test.status.report.freq
THUNDRA_AGENT_TEST_LOG_COUNT_MAX	thundra.agent.test.log.count.max
THUNDRA_AGENT_TEST_DISABLE	thundra.agent.test.disable

Name		Name	Last commit message	Last commit date
Latest commit History 332 Commits
.github/workflows		.github/workflows
foresight		foresight
layer		layer
tests		tests
thundra		thundra
.bumpversion.cfg		.bumpversion.cfg
.gitignore		.gitignore
.pypirc		.pypirc
CODEOWNERS		CODEOWNERS
LICENSE		LICENSE
Pipfile		Pipfile
Pipfile.lock		Pipfile.lock
README.md		README.md
docker-compose.yml		docker-compose.yml
setup.cfg		setup.cfg
setup.py		setup.py

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Thundra Agent Python For Tracing

Async Monitoring with Zero Overhead

Contents

Installation

Configuration

1. Most Useful Environment variables

2. Object initialization parameters

Usage

No-Code Change Tracing

In-Code Configuration Tracing

Decorator

Request Body

Frameworks

AWS Lambda

Django

Flask

Fastapi

Chalice

Tornado

Integrations

Log Plugin

Configure via logging.conf

Configure during getting logger object

Thundra Foresight

Activating Thundra Foresight

Deactivating Thundra Foresight

Getting Help

Opening Issues

All Environment Variables

About

Releases

Packages

Contributors 18

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License

thundra-io/thundra-agent-python

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Repository files navigation

Thundra Agent Python For Tracing

Async Monitoring with Zero Overhead

Contents

Installation

Configuration

1. Most Useful Environment variables

2. Object initialization parameters

Usage

No-Code Change Tracing

In-Code Configuration Tracing

Decorator

Request Body

Frameworks

AWS Lambda

Django

Flask

Fastapi

Chalice

Tornado

Integrations

Log Plugin

Configure via logging.conf

Configure during getting logger object

Thundra Foresight

Activating Thundra Foresight

Deactivating Thundra Foresight

Getting Help

Opening Issues

All Environment Variables

About

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Contributors 18

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