-
Notifications
You must be signed in to change notification settings - Fork 7
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
Merge pull request #13 from japerry911/python/japerry911-refactor
Python Refactor / Improvements / Add Documentation
- Loading branch information
Showing
16 changed files
with
818 additions
and
455 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,14 @@ | ||
[flake8] | ||
ignore = | ||
# Enforced by Black: line break before binary operator (W503) | ||
W503, | ||
# Enforced by Black: line break after binary operator (W504) | ||
W504 | ||
exclude = | ||
.venv/* | ||
dbt/dbt_packages/* | ||
max-line-length = 88 | ||
max-complexity = 22 | ||
per-file-ignores = | ||
# ignore long lines in tests | ||
tests/*: E501 |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,164 @@ | ||
# Kestra Python Client | ||
|
||
This Python client provides functionality to interact with the Kestra server for sending metrics, outputs, and logs, as well as executing/polling flows. | ||
|
||
## Installation | ||
|
||
```bash | ||
pip install kestra | ||
``` | ||
|
||
## Kestra Class | ||
|
||
The `Kestra` class is responsible for sending metrics, outputs, and logs to the Kestra server. | ||
|
||
### Methods | ||
|
||
- **_send(map_: dict)**: Sends a message to the Kestra server. | ||
- **format(map_: dict) -> str**: Formats a message to be sent to the Kestra server. | ||
- **_metrics(name: str, type_: str, value: int, tags: dict | None = None)**: Sends a metric to the Kestra server. | ||
- **outputs(map_: dict)**: Sends outputs to the Kestra server. | ||
- **counter(name: str, value: int, tags: dict | None = None)**: Sends a counter to the Kestra server. | ||
- **timer(name: str, duration: int | Callable, tags: dict | None = None)**: Sends a timer to the Kestra server. | ||
- **logger() -> Logger**: Retrieves the logger for the Kestra server. | ||
|
||
## Flow Class | ||
|
||
The `Flow` class is used to execute a Kestra flow and optionally wait for its completion. It can also be used to get the status of an execution and the logs of an execution. | ||
|
||
### Initialization | ||
|
||
```python | ||
flow = Flow( | ||
wait_for_completion=True, # default is True | ||
poll_interval=1, # seconds. default is 1 | ||
labels_from_inputs=False, # default is False | ||
tenant=None # default is None | ||
) | ||
``` | ||
|
||
You can also set the hostname and authentication credentials using environment variables: | ||
|
||
```bash | ||
export KESTRA_HOSTNAME=http://localhost:8080 | ||
export KESTRA_USER=admin | ||
export KESTRA_PASSWORD=admin | ||
export KESTRA_API_TOKEN=my_api_token | ||
``` | ||
|
||
It is worth noting that the KESTRA_API_TOKEN or KESTRA_USER and KESTRA_PASSWORD need to be used, you do not need all at once. The possible Authentication patterns are: | ||
|
||
1. KESTRA_API_TOKEN | ||
2. KESTRA_USER and KESTRA_PASSWORD | ||
3. No Authentication (not recommended for production environments) | ||
|
||
### Methods | ||
|
||
- **_make_request(method: str, url: str, \*\*kwargs) -> requests.Response**: Makes a request to the Kestra server with optional authentication and retries. | ||
- **check_status(execution_id: str) -> requests.Response**: Checks the status of an execution. | ||
- **get_logs(execution_id: str) -> requests.Response**: Retrieves the logs of an execution. | ||
- **execute(namespace: str, flow: str, inputs: dict = None) -> namedtuple**: Executes a Kestra flow and optionally waits for its completion. The namedtuple returned is a namedtuple with the following properties: | ||
- **status**: The status of the execution. | ||
- **log**: The log of the execution. | ||
- **error**: The error of the execution. | ||
|
||
### Usage Examples | ||
|
||
1. **Trigger a flow and wait for its completion:** | ||
|
||
```python | ||
from kestra import Flow | ||
flow = Flow() | ||
flow.execute('mynamespace', 'myflow', {'param': 'value'}) | ||
``` | ||
|
||
2. **Set labels from inputs:** | ||
|
||
```python | ||
from kestra import Flow | ||
flow = Flow(labels_from_inputs=True) | ||
flow.execute('mynamespace', 'myflow', {'param': 'value'}) | ||
``` | ||
|
||
3. **Pass a text file to an input of type FILE named 'myfile':** | ||
|
||
```python | ||
from kestra import Flow | ||
flow = Flow() | ||
with open('example.txt', 'rb') as fh: | ||
flow.execute('mynamespace', 'myflow', {'files': ('myfile', fh, 'text/plain')}) | ||
``` | ||
|
||
4. **Fire and forget:** | ||
|
||
```python | ||
from kestra import Flow | ||
flow = Flow(wait_for_completion=False) | ||
flow.execute('mynamespace', 'myflow', {'param': 'value'}) | ||
``` | ||
|
||
5. **Overwrite the username and password:** | ||
|
||
```python | ||
from kestra import Flow | ||
flow = Flow() | ||
flow.user = 'admin' | ||
flow.password = 'admin' | ||
flow.execute('mynamespace', 'myflow') | ||
``` | ||
|
||
6. **Set the hostname, username, and password using environment variables:** | ||
|
||
```python | ||
from kestra import Flow | ||
import os | ||
|
||
os.environ["KESTRA_HOSTNAME"] = "http://localhost:8080" | ||
os.environ["KESTRA_USER"] = "admin" | ||
os.environ["KESTRA_PASSWORD"] = "admin" | ||
flow = Flow() | ||
flow.execute('mynamespace', 'myflow', {'param': 'value'}) | ||
``` | ||
|
||
## Error Handling | ||
|
||
The client includes retry logic with exponential backoff for certain HTTP status codes, and raises a `FailedExponentialBackoff` exception if the request fails after multiple retries. | ||
|
||
## Kestra Class | ||
|
||
### Logging | ||
|
||
The `Kestra` class provides a logger that formats logs in JSON format, making it easier to integrate with log management systems. | ||
|
||
```python | ||
from kestra import Kestra | ||
|
||
Kestra.logger().info("Hello, world!") | ||
``` | ||
|
||
### Outputs | ||
|
||
The `Kestra` class provides a method to send key-value-based outputs to | ||
the Kestra server. If you want to output large objects, write them to a | ||
file and specify them within the `outputFiles` property of the Python | ||
script task. | ||
|
||
```python | ||
Kestra.outputs({"my_output": "my_value"}) | ||
``` | ||
|
||
### Counters | ||
|
||
The `Kestra` class provides a method to send counter metrics to the Kestra server. | ||
|
||
```python | ||
Kestra.counter("my_counter", 1) | ||
``` | ||
|
||
### Timers | ||
|
||
The `Kestra` class provides a method to send timer metrics to the Kestra server. | ||
|
||
```python | ||
Kestra.timer("my_timer", 1) | ||
``` |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,6 @@ | ||
class FailedExponentialBackoff(Exception): | ||
""" | ||
Exception raised when the exponential backoff fails. | ||
""" | ||
|
||
pass |
Oops, something went wrong.