<br />
<br />
<p align="center">
<img src=".github/img/pyle38.png" height="40%" width="40%" alt="Logo">
<p align="center">
<a href="https://github.com/iwpnd/pyle38/issues">Report Bug</a>
· <a href="https://github.com/iwpnd/pyle38/issues">Request Feature</a>
</p>
</p>
## About The Project
This is an asynchonous Python client for Tile38 that allows for fast and easy
interaction with the worlds fastest in-memory
geodatabase [Tile38](https://www.tile38.com).
Check out my introductory blog post about the project
on my [blog](https://iwpnd.github.io/articles/2021-07/pyle38-tile38-python-client).
### Example
```python
import asyncio
from pyle38 import Tile38
async def main():
tile38 = Tile38(url="redis://localhost:9851", follower_url="redis://localhost:9851")
await tile38.set("fleet", "truck").point(52.25,13.37).exec()
response = await tile38.follower()
.within("fleet")
.circle(52.25, 13.37, 1000)
.asObjects()
assert response.ok
print(response.dict())
await tile38.quit()
asyncio.run(main())
> {
"ok": True,
"elapsed": "48.8µs",
"objects": [
{
"object": {
"type": "Point",
"coordinates": [
13.37,
52.25
]
},
"id": "truck"
}
],
"count": 1,
"cursor": 0
}
```
### Example IPython
```python
In [1]: %autoawait asyncio
In [2]: from pyle38 import Tile38
In [3]: tile38 = Tile38(url='redis://localhost:9851', follower_url='redis://localhost:9852')
In [4]: await tile38.set("fleet", "truck").point(52.25,13.37).exec()
Out[4]: JSONResponse(ok=True, elapsed='51.9µs', err=None)
In [5]: response = await tile38.within("fleet")
...: .circle(52.25, 13.37, 1000)
...: .asObjects()
In [6]: print(response.dict())
{
"ok": True,
"elapsed": "46.3µs",
"objects": [
{
"object": {
"type": "Point",
"coordinates": [
13.37,
52.25
]
},
"id": "truck"
}
],
"count": 1,
"cursor": 0
}
```
### Features
- fully typed using mypy and pydantic
- lazy client
- optional build-in leader/follower logic
- easy to use and integrate
- next to no external dependencies
### Built With
- [aioredis](https://pypi.org/project/aioredis/2.0.0a1/)
- [pydantic](https://pypi.org/project/pydantic/)
## Getting Started
### Requirements
Python==^3.10.0
### Installation
```sh
pip install pyle38
```
Or using [Poetry](https://python-poetry.org/docs/)
```sh
poetry add pyle38
```
Now start your Tile38 instance(s) either locally using Docker and docker-compose.
```bash
docker-compose up
```
Or follow the installation instruction on [tile38.com](https://tile38.com/topics/installation)
to start your install Tile38 and start a server locally.
If you already have a Tile38 instance running somewhere read on.
### Import
```python
from pyle38 import Tile38
tile38 = Tile38('redis://localhost:9851')
```
### Leader / Follower
When it comes to replication, Tile38 follows a leader-follower model. The leader
receives all commands that `SET` data, a follower on the other hand
is `read-only` and can only query data. For more on replication in Tile38
refer to the [official documentation](https://tile38.com/topics/replication).
This client is not meant to setup a replication, because this should happen in
your infrastructure. But it helps you to specifically execute commands on
leader or follower. This way you can make sure that the leader always has
enough resources to execute `SET`s and fire `geofence` events on `webhooks`.
For now you can set one follower `url` to set alongside the leader `url`.
```python
from pyle38.tile38 import Tile38
tile38 = Tile38('redis://localhost:9851', 'redis://localhost:9851')
```
Once the client is instantiated with a follower, commands can be explicitly
send to the follower, by adding `.follower()` to your command chaining.
```python
await tile38.follower().get('fleet', 'truck1').asObject()
```
### Pagination
Tile38 has hidden limits set for the amount of objects that can be returned
in one request. For most queries/searches this limit is set to `100`.
This client gives you the option to either paginate the results yourself by
add `.cursor()` and `.limit()` to your queries, or it abstracts pagination
away from the user by adding `.all()`.
Let's say your `fleet` in `Berlin` extends 100 vehicles, then
```python
await tile38.within('fleet').get('cities', 'Berlin').asObjects()
```
will only return 100 vehicle objects. Now you can either get the rest
by setting the limit to the amount of vehicles you have in the city and get
them all.
```python
await tile38.within('fleet').limit(10000).get('cities', 'Berlin').asObjects()
```
Or, you can paginate the results in multiple concurrent requests to fit your requirements.
```python
await tile38.within('fleet')
.cursor(0)
.limit(100)
.get('cities', 'Berlin')
.asObjects()
await tile38.within('fleet')
.cursor(100)
.limit(100)
.get('cities', 'Berlin')
.asObjects()
await tile38.within('fleet')
.cursor(200)
.limit(100)
.get('cities', 'Berlin')
.asObjects();
```
### Responses
For now, every Tile38 commands response is parsed into a pydantic object
for validation and type safety.
```python
response = await tile38.set('fleet','truck1')
.point(52.25,13.37)
.exec()
print(response.dict())
> {'ok': True, 'elapsed': '40.7µs'}
response = await tile38.get('fleet', 'truck1').asObject()
print(response.ok)
> True
print(response.object)
> {
'type': 'Point',
'coordinates': [13.37, 52.25]
}
print(response.dict())
> {
'ok': True,
'elapsed': '29.3µs',
'object': {
'type': 'Point',
'coordinates': [13.37, 52.25]
}
}
```
## Commands
### Keys
#### SET
Set the value of an id. If a value is already associated to that key/id,
it'll be overwritten.
```python
await tile38.set('fleet', 'truck1')
.fields({ "maxSpeed": 90, "milage": 90000 })
.point(33.5123, -112.2693)
.exec()
# with z coordinate
await tile38.set('fleet', 'truck2')
.point(33.5123, -112.2693, 100)
.exec()
await tile38.set('fleet', 'truck1:driver').string('John Denton').exec()
```
**Options**
| command | description |
| ------------ | ------------------------------------------------- |
| `.fields()` | Optional additional fields. **MUST BE** numerical |
| `.ex(value)` | Set the specified expire time, in seconds. |
| `.nx()` | Only set the object if it does not already exist. |
| `.xx()` | Only set the object if it already exist. |
**Input**
| command | description |
| ----------------------------------------- | -------------------------------------------------------------------------------------- |
| `.point(lat, lon)` | Set a simple point in latitude, longitude |
| `.point(lat, lon, z)` | Set a simple point in latitude, longitude, height |
| `.bounds(minlat, minlon, maxlat, maxlon)` | Set as minimum bounding rectangle |
| `.object(feature)` | Set as feature |
| `.hash(geohash)` | Set as geohash |
| `.string(value)` | Set as string. To retrieve string values you can use `.get()`, `scan()` or `.search()` |
#### FSET
Set the value for one or more fields of an object.
```python
await tile38.fset('fleet', 'truck1', { "maxSpeed": 90, "milage": 90000 })
```
**Options**
| command | description |
| ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
| `.xx()` | `FSET` returns error if fields are set on non-existing ids. `xx()` options changes this behaviour and instead returns `0` if id does not exist. If key does not exist `FSET` still returns error |
#### GET
Get the object of an id.
```python
await tile38.get('fleet', 'truck1').asObject()
```
Get a string object.
```python
await tile38.set('fleet', 'truck1:driver').string('John').exec()
await tile38.get('fleet', 'truck1:driver').asStringObject()
```
**Options**
| command | description |
| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.withfields()` | will also return the [fields](https://tile38.com/commands/set#fields) that belong to the object. Field values that are equal to zero are omitted. |
**Output**
| command | description |
| -------------------- | --------------------------------- |
| `.asObject()` | (default) get as object |
| `.asBounds()` | get as minimum bounding rectangle |
| `.asHash(precision)` | get as hash |
| `.asPoint()` | get as point |
| `.asStringObject()` | get a string |
#### DEL
Remove a specific object by key and id.
```python
await tile38.del('fleet', 'truck1')
```
#### PDEL
Remove objects that match a given pattern.
```python
await tile38.pDel('fleet', 'truck*')
```
#### DROP
Remove all objects in a given key.
```python
await tile38.drop('fleet')
```
#### BOUNDS
Get the minimum bounding rectangle for all objects in a given key
```python
await tile38.bounds('fleet')
```
#### EXPIRE
Set an expiration/time to live in seconds of an object.
```python
await tile38.expire('fleet', 'truck1', 10)
```
#### TTL
Get the expiration/time to live in seconds of an object.
```python
await tile38.ttl('fleet', 'truck1', 10)
```
#### PERSIST
Remove an existing expiration/time to live of an object.
```python
await tile38.persist('fleet', 'truck1')
```
#### KEYS
Get all keys matching a glob-style-pattern. Pattern defaults to `'*'`
```python
await tile38.keys()
```
#### STATS
Return stats for one or more keys.
The returned `stats` array contains one or more entries, depending on the number of keys in the request.
```python
await tile38.stats('fleet1', 'fleet2')
```
**Returns**
| command | description |
| ---------------- | ----------------------------------------------- |
| `in_memory_size` | estimated memory size in bytes |
| `num_objects` | objects in the given key |
| `num_points` | number of geographical objects in the given key |
#### JSET/JSET/JDEL
Set a value in a JSON document.
JGET, JSET, and JDEL allow for working with JSON strings
```python
await tile38.jset('user', 901, 'name', 'Tom')
await tile38.jget('user', 901)
> {'name': 'Tom'}
await tile38.jset('user', 901, 'name.first', 'Tom')
await tile38.jset('user', 901, 'name.first', 'Anderson')
await tile38.jget('user', 901)
> {'name': { 'first': 'Tom', 'last': 'Anderson' }}
await tile38.jdel('user', 901, 'name.last')
await tile38.jget('user', 901);
> {'name': { 'first': 'Tom' }}
```
#### RENAME
Renames a collection `key` to `newkey`.
**Options**
| command | description |
| ------- | -------------------------------------------------------------------------------- |
| `.nx()` | Default: false. Changes behavior on how renaming acts if `newkey` already exists |
If the `newkey` already exists it will be deleted prior to renaming.
```python
await tile38.rename('fleet', 'newfleet', false)
```
If the `newkey` already exists it will do nothing.
```python
await tile38.rename('fleet', 'newfleet', true)
```
### Search
Searches are [Tile38](https://tile38.com/) bread and butter. They are what make Tile38 a ultra-fast, serious and cheap alternative to [PostGIS](https://postgis.net/) for a lot of use-cases.
#### WITHIN
`WITHIN` searches a key for objects that are fully contained within a given bounding area.
```python
await tile38.within('fleet').bounds(33.462, -112.268, 33.491, -112.245)
> {
"ok":true,
"objects":[
{
"id":"1",
"object":{
"type":"Feature",
"geometry":{
"type":"Point",
"coordinates":[
-112.2693,
33.5123
]
},
"properties":{
}
}
}
],
"count":1,
"cursor":1,
"elapsed":"72.527µs"
}
await tile38.within('fleet').nofields().asCount()
> {
"ok":true,
"count":205,
"cursor":0,
"elapsed":"2.078168µs"
}
await tile38.within('fleet').nofields().where("maxspeed", 100, 120).asCount()
> {
"ok":true,
"count":80,
"cursor":0,
"elapsed":"2.078168µs"
}
await tile38.within('fleet').get('warehouses', 'Berlin').asCount();
> {
"ok":true,
"count":50,
"cursor":0,
"elapsed":"2.078168µs"
}
```
**Options**
| command | description |
| ----------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |
| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |
| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |
| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('truck*')` e.g. will only consider ids that start with `truck` within your key. |
| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |
| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |
| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |
| `.buffer(value)` | Apply a buffer around area formats to increase the search area by x meters |
**Outputs**
| command | description |
| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asObjects()` | return as array of objects |
| `.asBounds()` | return as array of minimum bounding rectangles: `{"id": str,"bounds":{"sw":{"lat": float,"lon": float},"ne":{"lat": float,"lon": float}}}` |
| `.asCount()` | returns a count of the objects in the search |
| `.asHashes(precision)` | returns an array of `{"id": str,"hash": str}` |
| `.asIds()` | returns an array of ids |
| `.asPoints()` | returns objects as points: `{"id": str,"point":{"lat": float,"lon": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |
**Query**
| command | description |
| ----------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
| `.get(key, id)` | Search a given stored item in a collection. |
| `.circle(lat, lon, radius)` | Search a given circle of latitude, longitude and radius. |
| `.bounds(minlat, minlon, maxlat, maxlon)` | Search a given bounding box. |
| `.hash(value)` | Search a given [geohash](https://en.wikipedia.org/wiki/Geohash). |
| `.quadkey(value)` | Search a given [quadkey](https://docs.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system?redirectedfrom=MSDN) |
| `.tile(x, y, z)` | Search a given [tile](https://en.wikipedia.org/wiki/Tiled_web_map#Defining_a_tiled_web_map) |
| `.object(value)` | Search a given GeoJSON polygon feature. |
| `.sector(lat, lon, radius, bearing1, bearing2)` | Search a given Sector polygon feature. |
#### INTERSECTS
Intersects searches a key for objects that are fully contained within a given bounding area, but also returns those that intersect the requested area.
When used to search a collection of keys consisting of `Point` objects (e.g. vehicle movement data) it works like a `.within()` search as `Points` cannot intersect.
When used to search a collection of keys consisting of `Polygon` or `LineString` it also returns objects, that only partly overlap the requested area.
```python
await tile38.intersects('warehouses').hash('u33d').asObjects()
await tile38.intersects('fleet').get('warehouses', 'Berlin').asIds()
> {
"ok":true,
"ids":[
"truck1"
],
"count":1,
"cursor":0,
"elapsed":"2.078168ms"
}
await tile38.intersects('warehouses').hash('u33d').where("maxweight", 1000, 1000).asCounts()
> {
"ok":true,
"count":80,
"cursor":0,
"elapsed":"2.078168µs"
}
```
**Options**
| command | description |
| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.clip()` | Tells Tile38 to clip returned objects at the bounding box of the requested area. Works with `.bounds()`, `.hash()`, `.tile()` and `.quadkey()` |
| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |
| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |
| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |
| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |
| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |
| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |
| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |
| `.buffer(value)` | Apply a buffer around area formats to increase the search area by x meters |
**Outputs**
| command | description |
| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asObjects()` | return as array of objects |
| `.asBounds()` | return as array of minimum bounding rectangles: `{"id": str,"bounds":{"sw":{"lat": float,"lon": float},"ne":{"lat": float,"lon": float}}}` |
| `.asCount()` | returns a count of the objects in the search |
| `.asHashes(precision)` | returns an array of `{"id": str,"hash": str}` |
| `.asIds()` | returns an array of ids |
| `.asPoints()` | returns objects as points: `{"id": str,"point":{"lat": float,"lon": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |
**Query**
| command | description |
| ----------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |
| `.get(key, id)` | Search a given stored item in a collection. |
| `.circle(lat, lon, radius)` | Search a given circle of latitude, longitude and radius. |
| `.bounds(minlat, minlon, maxlat, maxlon)` | Search a given bounding box. |
| `.hash(value)` | Search a given [geohash](https://en.wikipedia.org/wiki/Geohash). |
| `.quadkey(value)` | Search a given [quadkey](https://docs.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system?redirectedfrom=MSDN) |
| `.tile(x, y, z)` | Search a given [tile](https://en.wikipedia.org/wiki/Tiled_web_map#Defining_a_tiled_web_map) |
| `.object(value)` | Search a given GeoJSON polygon feature. |
| `.sector(lat, lon, radius, bearing1, bearing2)` | Search a given Sector polygon feature. |
#### Nearby
```python
await tile38.set('fleet', 'truck1').point(33.5123, -112.2693).fields({"maxspeed": 100}).exec()
await tile38.nearby('fleet').where("maxspeed", 100, 100).point(33.5124, -112.2694).asCount()
> {
"ok":true,
"count":1,
"cursor":0,
"elapsed":"42.8µs"
}
await tile38.nearby('fleet').point(33.5124, -112.2694, 10).asCount
// because truck1 is further away than 10m
> {
"ok":true,
"fields": ["maxspeed"],
"count":0,
"cursor":0,
"elapsed":"36µs"
}
```
**Options**
| command | description |
| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.distance()` | Returns the distance in `meters` to the object from the query `.point()` |
| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |
| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |
| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |
| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |
| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |
| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |
| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |
**Outputs**
| command | description |
| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asObjects()` | return as array of objects |
| `.asBounds()` | return as array of minimum bounding rectangles: `{"id": str,"bounds":{"sw":{"lat": float,"lon": float},"ne":{"lat": float,"lon": float}}}` |
| `.asCount()` | returns a count of the objects in the search |
| `.asHashes(precision)` | returns an array of `{"id": str,"hash": str}` |
| `.asIds()` | returns an array of ids |
| `.asPoints()` | returns objects as points: `{"id": str,"point":{"lat": float,"lon": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |
**Query**
| command | description |
| ----------------------------------------- | ------------------------------------------------------------------------------------------------- |
| `.point(lat, lon, radius: Optional[int])` | Search nearby a given of latitude, longitude. If radius is set, searches nearby the given radius. |
#### SCAN
Incrementally iterate through a given collection key.
```python
await tile38.scan('fleet')
await tile38.scan('fleet').where("maxspeed", 100, 120).asCount()
> {
"ok":true,
"count":1,
"cursor":0,
"elapsed":"42.8µs"
}
```
**Options**
| command | description |
| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asc()` | Values are returned in ascending order. Default if not set. |
| `.desc()` | Values are returned in descending order. |
| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |
| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |
| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |
| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |
| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |
| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |
**Outputs**
| command | description |
| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asObjects()` | return as array of objects |
| `.asBounds()` | return as array of minimum bounding rectangles: `{"id": str,"bounds":{"sw":{"lat": float,"lon": float},"ne":{"lat": float,"lon": float}}}` |
| `.asCount()` | returns a count of the objects in the search |
| `.asHashes(precision)` | returns an array of `{"id": str,"hash": str}` |
| `.asIds()` | returns an array of ids |
| `.asPoints()` | returns objects as points: `{"id": str,"point":{"lat": float,"lon": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |
#### SEARCH
Used to iterate through a keys string values.
```python
await tile38.set('fleet', 'truck1:driver').string('John').exec()
await tile38.search('fleet').match('J*').asStringObjects()
> {
"ok":true,
"objects":[
{
"id":"truck1:driver",
"object":"John"
}
],
"count":1,
"cursor":0,
"elapsed":"59.9µs"
}
```
**Options**
| command | description |
| ----------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `.asc()` | Values are returned in ascending order. Default if not set. |
| `.desc()` | Values are returned in descending order. |
| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |
| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |
| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |
| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('J*')` e.g. will only consider string values objects that have a string value starting with `J` |
| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |
| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |
**Outputs**
| command | description |
| -------------------- | -------------------------------------------- |
| `.asStringObjects()` | return as array of objects |
| `.asCount()` | returns a count of the objects in the search |
| `.asIds()` | returns an array of ids |
### Server and Connection
#### CONFIG GET / REWRITE / SET
While `.config_get()` fetches the requested configuration, `.config_set()` can be used to change the configuration.
**Important**, changes made with `.set()` will only take affect after `.config_rewrite()` is used.
**Options**
| command | description |
| ---------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
| `requirepass` | Set a password and make server password-protected, if not set defaults to `""` (no password required). |
| `leaderauth` | If leader is password-protected, followers have to authenticate before they are allowed to follow. Set `leaderauth` to password of the leader, prior to `.follow()`. |
| `protected-mode` | Tile38 only allows authenticated clients or connections from `localhost`. Defaults to: `"yes"` |
| `maxmemory` | Set max memory in bytes. Get max memory in bytes/kb/mb/gb. |
| `autogc` | Set auto garbage collection to time in seconds where server performs a garbage collection. Defaults to: `0` (no garbage collection) |
| `keep_alive` | Time server keeps client connections alive. Defaults to: `300` (seconds) |
```python
await tile38.config_get('keepalive')
> {
"ok":true,
"properties":{
"keepalive":"300"
},
"elapsed":"54.6µs"
}
await tile38.config_set('keepalive', 400)
> {"ok":true,"elapsed":"36.9µs"}
await tile38.config_rewrite()
> {"ok":true,"elapsed":"363µs"}
await tile38.config_get('keepalive')
> {
"ok":true,
"properties":{
"keepalive":"400"
},
"elapsed":"33.8µs"
}
```
**Advanced options**
Advanced configuration can not be set with commands, but has to be set
in a `config` file in your data directory. **Options** above, as
well as advanced options can be set and are loaded on start-up.
| command | description |
| ------------- | --------------------------------- |
| `follow_host` | URI of Leader to follow |
| `follow_port` | PORT of Leader to follow |
| `follow_pos` | ? |
| `follow_id` | ID of Leader |
| `server_id` | Server ID of the current instance |
| `read_only` | Make Tile38 read-only |
#### FLUSHDB
Delete all keys and hooks.
```python
await tile38.flushDb()
```
#### PING
Ping your server
```python
await tile38.ping()
```
#### HEALTHZ
Returns `OK` if server is the Leader. If server is a Follower,
returns `OK` once the Follower caught up to the Leader.
For [HTTP requests](https://tile38.com/topics/network-protocols#http) it
returns `HTTP 200 OK` once caught up, or `HTTP 500 Internal Server Error` if not.
The command is primarily built to be send via HTTP in orchestration
frameworks such as Kubernetes as `livelinessProbe` and/or `readinessProbe`.
Since a Follower has to catch up to the state of the Leader before it
can execute queries, it is essential that it does not receive traffic
prior to being caught up.
`HEALTHZ` in combination with a readinessProbe ensures a ready state.
```python
await tile38.healthz()
```
```yaml
// values.yaml
readinessProbe:
httpGet:
scheme: HTTP
path: /healthz
port: 9851
initialDelaySeconds: 60
```
#### GC
Instructs the server to perform a garbage collection.
```python
await tile38.gc()
```
#### READONLY
Sets Tile38 into read-only mode. Commands such as`.set()` and `.del()` will fail.
```python
await tile38.readonly(True)
```
#### SERVER
Get Tile38 statistics.
```python
await tile38.server()
```
Or get extended statistics:
```python
await tile38.server_extended()
```
### INFO
Get Tile38 info. Similar to `SERVER` but different metrics.
```python
await tile38.info()
```
### Geofencing
A [geofence](https://en.wikipedia.org/wiki/Geo-fence) is a virtual boundary
that can detect when an object enters or exits the area. This boundary
can be a radius or any
[search area format](https://tile38.com/commands/intersects#area-formats),
such as a [bounding box](https://tile38.com/topics/object-types#bounding-box),
[GeoJSON](https://tile38.com/topics/object-types#geojson) object, etc.
Tile38 can turn any standard search into a geofence monitor by adding the
FENCE keyword to the search.
Geofence events can be:
- `inside` (object in specified area),
- `outside` (object outside specified area),
- `enter` (object enters specified area),
- `exit` (object exits specified area),
- `crosses` (object that was not in specified area, has enter/exit it).
Geofence events can be send on upon commands:
- `set` which sends an event when an object is `.set()`
- `del` which sends a last event when the object that resides in the geosearch is deleted via `.del()`
- `drop`which sends a message when the entire collection is dropped
#### SETHOOK
Creates a webhook that points to a geosearch (NEARBY/WITHIN/INTERSECTS).
Whenever a commands creates/deletes/drops an object that fulfills the geosearch,
an event is send to the specified `endpoint`.
```python
# sends event to endpoint, when object in 'fleet'
# enters the area of a 500m radius around
# latitude 33.5123 and longitude -112.2693
await tile38.sethook('warehouse', 'http://10.0.20.78/endpoint')
.nearby('fleet')
.point(33.5123, -112.2693, 500)
.activate()
```
```python
await tile38.set('fleet', 'bus').point(33.5123001, -112.2693001).exec()
# results in event =
> {
"command": "set",
"group": "5c5203ccf5ec4e4f349fd038",
"detect": "inside",
"hook": "warehouse",
"key": "fleet",
"time": "2021-03-22T13:06:36.769273-07:00",
"id": "bus",
"meta": {},
"object": { "type": "Point", "coordinates": [-112.2693001, 33.5123001] }
}
```
**Geosearch**
| command | description |
| ----------------------------- | ----------- |
| `.nearby(name, endpoint)` | |
| `.within(name, endpoint)` | |
| `.intersects(name, endpoint)` | |
**Options**
| command | description |
| -------------------- | ------------------------------------------------------------------------------------------------------- |
| `.meta(meta)` | Optional add additional meta information that are send in the geofence event. |
| `.ex(value)` | Optional TTL in seconds |
| `.commands(which[])` | Select on which command a hook should send an event. Defaults to: `['set', 'del', 'drop']` |
| `.detect(what[])` | Select what events should be detected. Defaults to: `['enter', 'exit', 'crosses', 'inside', 'outside']` |
**Endpoints**
| command | description |
| ---------- | ---------------------------------------------------------------------------------------------------------------------------------------------- |
| HTTP/HTTPS | `http://` `https://` send messages over HTTP/S. For options see [link](https://tile38.com/commands/sethook#http--https). |
| gRPC | `grpc://` send messages over [gRPC](http://www.grpc.io/). For options see [link](https://tile38.com/commands/sethook#grpc). |
| Redis | `redis://` send messages to [Redis](https://redis.io/). For options see [link](https://tile38.com/commands/sethook#redis) |
| Disque | `disque://` send messages to [Disque](https://github.com/antirez/disque). For options see [link](https://tile38.com/commands/sethook#disque). |
| Kafka | `kafka://` send messages to a [Kafka](https://kafka.apache.org/) topic. For options see [link](https://tile38.com/commands/sethook#kafka). |
| AMQP | `amqp://` send messages to [RabbitMQ](https://www.rabbitmq.com/). For options see [link](https://tile38.com/commands/sethook#amqp). |
| MQTT | `mqtt://` send messages to an MQTT broker. For options see [link](https://tile38.com/commands/sethook#mqtt). |
| SQS | `sqs://` send messages to an [Amazon SQS](https://aws.amazon.com/sqs/) queue. For options see [link](https://tile38.com/commands/sethook#sqs). |
| NATS | `nats://` send messages to a [NATS](https://www.nats.io/) topic. For options see [link](https://tile38.com/commands/sethook#nats). |
#### SETCHAN / SUBSCRIBE / PSUBSCRIBE
Similar to `sethook()`, but opens a PUB/SUB channel.
```python
# Start a channel that sends event, when object in 'fleet'
# enters the area of a 500m radius around
# latitude 33.5123 and longitude -112.2693
await tile38.setchan('warehouse', 'http://10.0.20.78/endpoint')
.nearby('fleet')
.point(33.5123, -112.2693, 500)
.activate()
```
Given a proper setup of a pubsub channel, every set `.set()` results in:
```python
await tile38.set('fleet', 'bus')
.point(33.5123001, -112.2693001)
.exec();
# event =
> {
"command": "set",
"group": "5c5203ccf5ec4e4f349fd038",
"detect": "inside",
"hook": "warehouse",
"key": "fleet",
"time": "2021-03-22T13:06:36.769273-07:00",
"id": "bus",
"meta": {},
"object": { "type": "Point", "coordinates": [-112.2693001, 33.5123001] }
}
```
**Geosearch**
| command | description |
| ----------------------------- | ----------- |
| `.nearby(name, endpoint)` | |
| `.within(name, endpoint)` | |
| `.intersects(name, endpoint)` | |
**Options**
| command | description |
| -------------------- | ------------------------------------------------------------------------------------------------------- |
| `.meta(meta)` | Optional addition meta information that a send in the geofence event. |
| `.ex(value)` | Optional TTL in seconds |
| `.commands(which[])` | Select on which command a hook should send an event. Defaults to: `['set', 'del', 'drop']` |
| `.detect(what[])` | Select what events should be detected. Defaults to: `['enter', 'exit', 'crosses', 'inside', 'outside']` |
## Addition Information
For more information, please refer to:
- [Tile38](https://tile38.com)
## Roadmap
See the [open issues](https://github.com/iwpnd/pyle38/issues) for a list
of proposed features (and known issues).
## Contributing
Contributions are what make the open source community such an amazing place
to be learn, inspire, and create. Any contributions you make are **greatly appreciated**.
1. Fork the Project
1. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)
1. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)
1. Push to the Branch (`git push origin feature/AmazingFeature`)
1. Open a Pull Request
## License
MIT
## Maintainer
Benjamin Ramser - [@iwpnd](https://github.com/iwpnd)
Project Link: [https://github.com/iwpnd/pyle38](https://github.com/iwpnd/pyle38)
## Acknowledgements
Josh Baker - maintainer of [Tile38](https://tile38.com)
Raw data
{
"_id": null,
"home_page": "https://github.com/iwpnd/pyle38",
"name": "pyle38",
"maintainer": "",
"docs_url": null,
"requires_python": ">=3.10,<4.0",
"maintainer_email": "",
"keywords": "tile38,async,client",
"author": "Benjamin Ramser",
"author_email": "iwpnd@posteo.de",
"download_url": "https://files.pythonhosted.org/packages/93/fa/4280a8c7361f70885984734f857545dd5a2738d29d53a52150c5afc8bb24/pyle38-0.11.2.tar.gz",
"platform": null,
"description": "<br />\n<br />\n<p align=\"center\">\n<img src=\".github/img/pyle38.png\" height=\"40%\" width=\"40%\" alt=\"Logo\">\n<p align=\"center\">\n<a href=\"https://github.com/iwpnd/pyle38/issues\">Report Bug</a>\n\u00b7 <a href=\"https://github.com/iwpnd/pyle38/issues\">Request Feature</a>\n</p>\n</p>\n\n## About The Project\n\nThis is an asynchonous Python client for Tile38 that allows for fast and easy\ninteraction with the worlds fastest in-memory\ngeodatabase [Tile38](https://www.tile38.com).\n\nCheck out my introductory blog post about the project\non my [blog](https://iwpnd.github.io/articles/2021-07/pyle38-tile38-python-client).\n\n### Example\n\n```python\nimport asyncio\nfrom pyle38 import Tile38\n\n\nasync def main():\n tile38 = Tile38(url=\"redis://localhost:9851\", follower_url=\"redis://localhost:9851\")\n\n await tile38.set(\"fleet\", \"truck\").point(52.25,13.37).exec()\n\n response = await tile38.follower()\n .within(\"fleet\")\n .circle(52.25, 13.37, 1000)\n .asObjects()\n\n assert response.ok\n\n print(response.dict())\n await tile38.quit()\n\nasyncio.run(main())\n\n> {\n \"ok\": True,\n \"elapsed\": \"48.8\u00b5s\",\n \"objects\": [\n {\n \"object\": {\n \"type\": \"Point\",\n \"coordinates\": [\n 13.37,\n 52.25\n ]\n },\n \"id\": \"truck\"\n }\n ],\n \"count\": 1,\n \"cursor\": 0\n}\n```\n\n### Example IPython\n\n```python\nIn [1]: %autoawait asyncio\nIn [2]: from pyle38 import Tile38\n\nIn [3]: tile38 = Tile38(url='redis://localhost:9851', follower_url='redis://localhost:9852')\n\nIn [4]: await tile38.set(\"fleet\", \"truck\").point(52.25,13.37).exec()\nOut[4]: JSONResponse(ok=True, elapsed='51.9\u00b5s', err=None)\n\nIn [5]: response = await tile38.within(\"fleet\")\n ...: .circle(52.25, 13.37, 1000)\n ...: .asObjects()\n\nIn [6]: print(response.dict())\n\n {\n \"ok\": True,\n \"elapsed\": \"46.3\u00b5s\",\n \"objects\": [\n {\n \"object\": {\n \"type\": \"Point\",\n \"coordinates\": [\n 13.37,\n 52.25\n ]\n },\n \"id\": \"truck\"\n }\n ],\n \"count\": 1,\n \"cursor\": 0\n}\n```\n\n### Features\n\n- fully typed using mypy and pydantic\n- lazy client\n- optional build-in leader/follower logic\n- easy to use and integrate\n- next to no external dependencies\n\n### Built With\n\n- [aioredis](https://pypi.org/project/aioredis/2.0.0a1/)\n- [pydantic](https://pypi.org/project/pydantic/)\n\n## Getting Started\n\n### Requirements\n\nPython==^3.10.0\n\n### Installation\n\n```sh\npip install pyle38\n```\n\nOr using [Poetry](https://python-poetry.org/docs/)\n\n```sh\npoetry add pyle38\n```\n\nNow start your Tile38 instance(s) either locally using Docker and docker-compose.\n\n```bash\ndocker-compose up\n```\n\nOr follow the installation instruction on [tile38.com](https://tile38.com/topics/installation)\nto start your install Tile38 and start a server locally.\n\nIf you already have a Tile38 instance running somewhere read on.\n\n### Import\n\n```python\nfrom pyle38 import Tile38\ntile38 = Tile38('redis://localhost:9851')\n```\n\n### Leader / Follower\n\nWhen it comes to replication, Tile38 follows a leader-follower model. The leader\nreceives all commands that `SET` data, a follower on the other hand\nis `read-only` and can only query data. For more on replication in Tile38\nrefer to the [official documentation](https://tile38.com/topics/replication).\n\nThis client is not meant to setup a replication, because this should happen in\nyour infrastructure. But it helps you to specifically execute commands on\nleader or follower. This way you can make sure that the leader always has\nenough resources to execute `SET`s and fire `geofence` events on `webhooks`.\n\nFor now you can set one follower `url` to set alongside the leader `url`.\n\n```python\nfrom pyle38.tile38 import Tile38\ntile38 = Tile38('redis://localhost:9851', 'redis://localhost:9851')\n```\n\nOnce the client is instantiated with a follower, commands can be explicitly\nsend to the follower, by adding `.follower()` to your command chaining.\n\n```python\nawait tile38.follower().get('fleet', 'truck1').asObject()\n```\n\n### Pagination\n\nTile38 has hidden limits set for the amount of objects that can be returned\nin one request. For most queries/searches this limit is set to `100`.\nThis client gives you the option to either paginate the results yourself by\nadd `.cursor()` and `.limit()` to your queries, or it abstracts pagination\naway from the user by adding `.all()`.\n\nLet's say your `fleet` in `Berlin` extends 100 vehicles, then\n\n```python\nawait tile38.within('fleet').get('cities', 'Berlin').asObjects()\n```\n\nwill only return 100 vehicle objects. Now you can either get the rest\nby setting the limit to the amount of vehicles you have in the city and get\nthem all.\n\n```python\nawait tile38.within('fleet').limit(10000).get('cities', 'Berlin').asObjects()\n```\n\nOr, you can paginate the results in multiple concurrent requests to fit your requirements.\n\n```python\nawait tile38.within('fleet')\n .cursor(0)\n .limit(100)\n .get('cities', 'Berlin')\n .asObjects()\n\nawait tile38.within('fleet')\n .cursor(100)\n .limit(100)\n .get('cities', 'Berlin')\n .asObjects()\n\nawait tile38.within('fleet')\n .cursor(200)\n .limit(100)\n .get('cities', 'Berlin')\n .asObjects();\n```\n\n### Responses\n\nFor now, every Tile38 commands response is parsed into a pydantic object\nfor validation and type safety.\n\n```python\nresponse = await tile38.set('fleet','truck1')\n .point(52.25,13.37)\n .exec()\n\nprint(response.dict())\n> {'ok': True, 'elapsed': '40.7\u00b5s'}\n\nresponse = await tile38.get('fleet', 'truck1').asObject()\n\nprint(response.ok)\n> True\n\nprint(response.object)\n> {\n 'type': 'Point',\n 'coordinates': [13.37, 52.25]\n }\n\nprint(response.dict())\n> {\n 'ok': True,\n 'elapsed': '29.3\u00b5s',\n 'object': {\n 'type': 'Point',\n 'coordinates': [13.37, 52.25]\n }\n }\n```\n\n## Commands\n\n### Keys\n\n#### SET\n\nSet the value of an id. If a value is already associated to that key/id,\nit'll be overwritten.\n\n```python\nawait tile38.set('fleet', 'truck1')\n .fields({ \"maxSpeed\": 90, \"milage\": 90000 })\n .point(33.5123, -112.2693)\n .exec()\n\n# with z coordinate\nawait tile38.set('fleet', 'truck2')\n .point(33.5123, -112.2693, 100)\n .exec()\n\nawait tile38.set('fleet', 'truck1:driver').string('John Denton').exec()\n```\n\n**Options**\n\n| command | description |\n| ------------ | ------------------------------------------------- |\n| `.fields()` | Optional additional fields. **MUST BE** numerical |\n| `.ex(value)` | Set the specified expire time, in seconds. |\n| `.nx()` | Only set the object if it does not already exist. |\n| `.xx()` | Only set the object if it already exist. |\n\n**Input**\n\n| command | description |\n| ----------------------------------------- | -------------------------------------------------------------------------------------- |\n| `.point(lat, lon)` | Set a simple point in latitude, longitude |\n| `.point(lat, lon, z)` | Set a simple point in latitude, longitude, height |\n| `.bounds(minlat, minlon, maxlat, maxlon)` | Set as minimum bounding rectangle |\n| `.object(feature)` | Set as feature |\n| `.hash(geohash)` | Set as geohash |\n| `.string(value)` | Set as string. To retrieve string values you can use `.get()`, `scan()` or `.search()` |\n\n#### FSET\n\nSet the value for one or more fields of an object.\n\n```python\nawait tile38.fset('fleet', 'truck1', { \"maxSpeed\": 90, \"milage\": 90000 })\n```\n\n**Options**\n\n| command | description |\n| ------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |\n| `.xx()` | `FSET` returns error if fields are set on non-existing ids. `xx()` options changes this behaviour and instead returns `0` if id does not exist. If key does not exist `FSET` still returns error |\n\n#### GET\n\nGet the object of an id.\n\n```python\nawait tile38.get('fleet', 'truck1').asObject()\n```\n\nGet a string object.\n\n```python\nawait tile38.set('fleet', 'truck1:driver').string('John').exec()\nawait tile38.get('fleet', 'truck1:driver').asStringObject()\n```\n\n**Options**\n\n| command | description |\n| --------------- | ------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.withfields()` | will also return the [fields](https://tile38.com/commands/set#fields) that belong to the object. Field values that are equal to zero are omitted. |\n\n**Output**\n\n| command | description |\n| -------------------- | --------------------------------- |\n| `.asObject()` | (default) get as object |\n| `.asBounds()` | get as minimum bounding rectangle |\n| `.asHash(precision)` | get as hash |\n| `.asPoint()` | get as point |\n| `.asStringObject()` | get a string |\n\n#### DEL\n\nRemove a specific object by key and id.\n\n```python\nawait tile38.del('fleet', 'truck1')\n```\n\n#### PDEL\n\nRemove objects that match a given pattern.\n\n```python\nawait tile38.pDel('fleet', 'truck*')\n```\n\n#### DROP\n\nRemove all objects in a given key.\n\n```python\nawait tile38.drop('fleet')\n```\n\n#### BOUNDS\n\nGet the minimum bounding rectangle for all objects in a given key\n\n```python\nawait tile38.bounds('fleet')\n```\n\n#### EXPIRE\n\nSet an expiration/time to live in seconds of an object.\n\n```python\nawait tile38.expire('fleet', 'truck1', 10)\n```\n\n#### TTL\n\nGet the expiration/time to live in seconds of an object.\n\n```python\nawait tile38.ttl('fleet', 'truck1', 10)\n```\n\n#### PERSIST\n\nRemove an existing expiration/time to live of an object.\n\n```python\nawait tile38.persist('fleet', 'truck1')\n```\n\n#### KEYS\n\nGet all keys matching a glob-style-pattern. Pattern defaults to `'*'`\n\n```python\nawait tile38.keys()\n```\n\n#### STATS\n\nReturn stats for one or more keys.\nThe returned `stats` array contains one or more entries, depending on the number of keys in the request.\n\n```python\nawait tile38.stats('fleet1', 'fleet2')\n```\n\n**Returns**\n\n| command | description |\n| ---------------- | ----------------------------------------------- |\n| `in_memory_size` | estimated memory size in bytes |\n| `num_objects` | objects in the given key |\n| `num_points` | number of geographical objects in the given key |\n\n#### JSET/JSET/JDEL\n\nSet a value in a JSON document.\nJGET, JSET, and JDEL allow for working with JSON strings\n\n```python\nawait tile38.jset('user', 901, 'name', 'Tom')\nawait tile38.jget('user', 901)\n> {'name': 'Tom'}\n\nawait tile38.jset('user', 901, 'name.first', 'Tom')\nawait tile38.jset('user', 901, 'name.first', 'Anderson')\nawait tile38.jget('user', 901)\n> {'name': { 'first': 'Tom', 'last': 'Anderson' }}\n\nawait tile38.jdel('user', 901, 'name.last')\nawait tile38.jget('user', 901);\n> {'name': { 'first': 'Tom' }}\n```\n\n#### RENAME\n\nRenames a collection `key` to `newkey`.\n\n**Options**\n\n| command | description |\n| ------- | -------------------------------------------------------------------------------- |\n| `.nx()` | Default: false. Changes behavior on how renaming acts if `newkey` already exists |\n\nIf the `newkey` already exists it will be deleted prior to renaming.\n\n```python\nawait tile38.rename('fleet', 'newfleet', false)\n```\n\nIf the `newkey` already exists it will do nothing.\n\n```python\nawait tile38.rename('fleet', 'newfleet', true)\n```\n\n### Search\n\nSearches are [Tile38](https://tile38.com/) bread and butter. They are what make Tile38 a ultra-fast, serious and cheap alternative to [PostGIS](https://postgis.net/) for a lot of use-cases.\n\n#### WITHIN\n\n`WITHIN` searches a key for objects that are fully contained within a given bounding area.\n\n```python\nawait tile38.within('fleet').bounds(33.462, -112.268, 33.491, -112.245)\n> {\n \"ok\":true,\n \"objects\":[\n {\n \"id\":\"1\",\n \"object\":{\n \"type\":\"Feature\",\n \"geometry\":{\n \"type\":\"Point\",\n \"coordinates\":[\n -112.2693,\n 33.5123\n ]\n },\n \"properties\":{\n\n }\n }\n }\n ],\n \"count\":1,\n \"cursor\":1,\n \"elapsed\":\"72.527\u00b5s\"\n}\n\nawait tile38.within('fleet').nofields().asCount()\n> {\n \"ok\":true,\n \"count\":205,\n \"cursor\":0,\n \"elapsed\":\"2.078168\u00b5s\"\n}\n\nawait tile38.within('fleet').nofields().where(\"maxspeed\", 100, 120).asCount()\n> {\n \"ok\":true,\n \"count\":80,\n \"cursor\":0,\n \"elapsed\":\"2.078168\u00b5s\"\n}\n\nawait tile38.within('fleet').get('warehouses', 'Berlin').asCount();\n> {\n \"ok\":true,\n \"count\":50,\n \"cursor\":0,\n \"elapsed\":\"2.078168\u00b5s\"\n}\n```\n\n**Options**\n\n| command | description |\n| ----------------------------------------- | --------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |\n| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |\n| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |\n| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('truck*')` e.g. will only consider ids that start with `truck` within your key. |\n| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |\n| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |\n| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |\n| `.buffer(value)` | Apply a buffer around area formats to increase the search area by x meters |\n\n**Outputs**\n\n| command | description |\n| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asObjects()` | return as array of objects |\n| `.asBounds()` | return as array of minimum bounding rectangles: `{\"id\": str,\"bounds\":{\"sw\":{\"lat\": float,\"lon\": float},\"ne\":{\"lat\": float,\"lon\": float}}}` |\n| `.asCount()` | returns a count of the objects in the search |\n| `.asHashes(precision)` | returns an array of `{\"id\": str,\"hash\": str}` |\n| `.asIds()` | returns an array of ids |\n| `.asPoints()` | returns objects as points: `{\"id\": str,\"point\":{\"lat\": float,\"lon\": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |\n\n**Query**\n\n| command | description |\n| ----------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |\n| `.get(key, id)` | Search a given stored item in a collection. |\n| `.circle(lat, lon, radius)` | Search a given circle of latitude, longitude and radius. |\n| `.bounds(minlat, minlon, maxlat, maxlon)` | Search a given bounding box. |\n| `.hash(value)` | Search a given [geohash](https://en.wikipedia.org/wiki/Geohash). |\n| `.quadkey(value)` | Search a given [quadkey](https://docs.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system?redirectedfrom=MSDN) |\n| `.tile(x, y, z)` | Search a given [tile](https://en.wikipedia.org/wiki/Tiled_web_map#Defining_a_tiled_web_map) |\n| `.object(value)` | Search a given GeoJSON polygon feature. |\n| `.sector(lat, lon, radius, bearing1, bearing2)` | Search a given Sector polygon feature. |\n\n#### INTERSECTS\n\nIntersects searches a key for objects that are fully contained within a given bounding area, but also returns those that intersect the requested area.\nWhen used to search a collection of keys consisting of `Point` objects (e.g. vehicle movement data) it works like a `.within()` search as `Points` cannot intersect.\nWhen used to search a collection of keys consisting of `Polygon` or `LineString` it also returns objects, that only partly overlap the requested area.\n\n```python\nawait tile38.intersects('warehouses').hash('u33d').asObjects()\n\nawait tile38.intersects('fleet').get('warehouses', 'Berlin').asIds()\n> {\n \"ok\":true,\n \"ids\":[\n \"truck1\"\n ],\n \"count\":1,\n \"cursor\":0,\n \"elapsed\":\"2.078168ms\"\n}\n\nawait tile38.intersects('warehouses').hash('u33d').where(\"maxweight\", 1000, 1000).asCounts()\n> {\n \"ok\":true,\n \"count\":80,\n \"cursor\":0,\n \"elapsed\":\"2.078168\u00b5s\"\n}\n```\n\n**Options**\n\n| command | description |\n| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.clip()` | Tells Tile38 to clip returned objects at the bounding box of the requested area. Works with `.bounds()`, `.hash()`, `.tile()` and `.quadkey()` |\n| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |\n| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |\n| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |\n| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |\n| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |\n| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |\n| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |\n| `.buffer(value)` | Apply a buffer around area formats to increase the search area by x meters |\n\n**Outputs**\n\n| command | description |\n| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asObjects()` | return as array of objects |\n| `.asBounds()` | return as array of minimum bounding rectangles: `{\"id\": str,\"bounds\":{\"sw\":{\"lat\": float,\"lon\": float},\"ne\":{\"lat\": float,\"lon\": float}}}` |\n| `.asCount()` | returns a count of the objects in the search |\n| `.asHashes(precision)` | returns an array of `{\"id\": str,\"hash\": str}` |\n| `.asIds()` | returns an array of ids |\n| `.asPoints()` | returns objects as points: `{\"id\": str,\"point\":{\"lat\": float,\"lon\": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |\n\n**Query**\n\n| command | description |\n| ----------------------------------------------- | ---------------------------------------------------------------------------------------------------------------------- |\n| `.get(key, id)` | Search a given stored item in a collection. |\n| `.circle(lat, lon, radius)` | Search a given circle of latitude, longitude and radius. |\n| `.bounds(minlat, minlon, maxlat, maxlon)` | Search a given bounding box. |\n| `.hash(value)` | Search a given [geohash](https://en.wikipedia.org/wiki/Geohash). |\n| `.quadkey(value)` | Search a given [quadkey](https://docs.microsoft.com/en-us/bingmaps/articles/bing-maps-tile-system?redirectedfrom=MSDN) |\n| `.tile(x, y, z)` | Search a given [tile](https://en.wikipedia.org/wiki/Tiled_web_map#Defining_a_tiled_web_map) |\n| `.object(value)` | Search a given GeoJSON polygon feature. |\n| `.sector(lat, lon, radius, bearing1, bearing2)` | Search a given Sector polygon feature. |\n\n#### Nearby\n\n```python\nawait tile38.set('fleet', 'truck1').point(33.5123, -112.2693).fields({\"maxspeed\": 100}).exec()\n\nawait tile38.nearby('fleet').where(\"maxspeed\", 100, 100).point(33.5124, -112.2694).asCount()\n> {\n \"ok\":true,\n \"count\":1,\n \"cursor\":0,\n \"elapsed\":\"42.8\u00b5s\"\n}\n\nawait tile38.nearby('fleet').point(33.5124, -112.2694, 10).asCount\n// because truck1 is further away than 10m\n> {\n \"ok\":true,\n \"fields\": [\"maxspeed\"],\n \"count\":0,\n \"cursor\":0,\n \"elapsed\":\"36\u00b5s\"\n}\n```\n\n**Options**\n\n| command | description |\n| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.distance()` | Returns the distance in `meters` to the object from the query `.point()` |\n| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |\n| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |\n| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |\n| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |\n| `.sparse(value)` | **caution** seems bugged since Tile38 1.22.6. Accepts values between 1 and 8. Can be used to distribute the results of a search evenly across the requested area. |\n| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |\n| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |\n\n**Outputs**\n\n| command | description |\n| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asObjects()` | return as array of objects |\n| `.asBounds()` | return as array of minimum bounding rectangles: `{\"id\": str,\"bounds\":{\"sw\":{\"lat\": float,\"lon\": float},\"ne\":{\"lat\": float,\"lon\": float}}}` |\n| `.asCount()` | returns a count of the objects in the search |\n| `.asHashes(precision)` | returns an array of `{\"id\": str,\"hash\": str}` |\n| `.asIds()` | returns an array of ids |\n| `.asPoints()` | returns objects as points: `{\"id\": str,\"point\":{\"lat\": float,\"lon\": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |\n\n**Query**\n\n| command | description |\n| ----------------------------------------- | ------------------------------------------------------------------------------------------------- |\n| `.point(lat, lon, radius: Optional[int])` | Search nearby a given of latitude, longitude. If radius is set, searches nearby the given radius. |\n\n#### SCAN\n\nIncrementally iterate through a given collection key.\n\n```python\nawait tile38.scan('fleet')\n\nawait tile38.scan('fleet').where(\"maxspeed\", 100, 120).asCount()\n> {\n \"ok\":true,\n \"count\":1,\n \"cursor\":0,\n \"elapsed\":\"42.8\u00b5s\"\n}\n\n```\n\n**Options**\n\n| command | description |\n| ----------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asc()` | Values are returned in ascending order. Default if not set. |\n| `.desc()` | Values are returned in descending order. |\n| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |\n| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |\n| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |\n| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('warehouse*')` e.g. will only consider ids that start with `warehouse` within your key. |\n| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |\n| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |\n\n**Outputs**\n\n| command | description |\n| ---------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asObjects()` | return as array of objects |\n| `.asBounds()` | return as array of minimum bounding rectangles: `{\"id\": str,\"bounds\":{\"sw\":{\"lat\": float,\"lon\": float},\"ne\":{\"lat\": float,\"lon\": float}}}` |\n| `.asCount()` | returns a count of the objects in the search |\n| `.asHashes(precision)` | returns an array of `{\"id\": str,\"hash\": str}` |\n| `.asIds()` | returns an array of ids |\n| `.asPoints()` | returns objects as points: `{\"id\": str,\"point\":{\"lat\": float,\"lon\": float}`. If the searched key is a collection of `Polygon` objects, the returned points are the centroids. |\n\n#### SEARCH\n\nUsed to iterate through a keys string values.\n\n```python\nawait tile38.set('fleet', 'truck1:driver').string('John').exec()\n\nawait tile38.search('fleet').match('J*').asStringObjects()\n> {\n \"ok\":true,\n \"objects\":[\n {\n \"id\":\"truck1:driver\",\n \"object\":\"John\"\n }\n ],\n \"count\":1,\n \"cursor\":0,\n \"elapsed\":\"59.9\u00b5s\"\n}\n```\n\n**Options**\n\n| command | description |\n| ----------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `.asc()` | Values are returned in ascending order. Default if not set. |\n| `.desc()` | Values are returned in descending order. |\n| `.cursor(value)` | used to iterate through your search results. Defaults to `0` if not set explicitly |\n| `.limit(value)` | limit the number of returned objects. Defaults to `100` if not set explicitly |\n| `.nofields()` | if not set and one of the objects in the key has fields attached, fields will be returned. Use this to suppress this behavior and don't return fields. |\n| `.match(pattern)` | Match can be used to filtered objects considered in the search with a glob pattern. `.match('J*')` e.g. will only consider string values objects that have a string value starting with `J` |\n| `.where(fieldname, min value, max value)` | filter output by fieldname and values. |\n| `.where_expr(expr)` | filter output with [filter-expression](https://tile38.com/topics/filter-expressions). |\n\n**Outputs**\n\n| command | description |\n| -------------------- | -------------------------------------------- |\n| `.asStringObjects()` | return as array of objects |\n| `.asCount()` | returns a count of the objects in the search |\n| `.asIds()` | returns an array of ids |\n\n### Server and Connection\n\n#### CONFIG GET / REWRITE / SET\n\nWhile `.config_get()` fetches the requested configuration, `.config_set()` can be used to change the configuration.\n\n**Important**, changes made with `.set()` will only take affect after `.config_rewrite()` is used.\n\n**Options**\n\n| command | description |\n| ---------------- | -------------------------------------------------------------------------------------------------------------------------------------------------------------------- |\n| `requirepass` | Set a password and make server password-protected, if not set defaults to `\"\"` (no password required). |\n| `leaderauth` | If leader is password-protected, followers have to authenticate before they are allowed to follow. Set `leaderauth` to password of the leader, prior to `.follow()`. |\n| `protected-mode` | Tile38 only allows authenticated clients or connections from `localhost`. Defaults to: `\"yes\"` |\n| `maxmemory` | Set max memory in bytes. Get max memory in bytes/kb/mb/gb. |\n| `autogc` | Set auto garbage collection to time in seconds where server performs a garbage collection. Defaults to: `0` (no garbage collection) |\n| `keep_alive` | Time server keeps client connections alive. Defaults to: `300` (seconds) |\n\n```python\nawait tile38.config_get('keepalive')\n> {\n \"ok\":true,\n \"properties\":{\n \"keepalive\":\"300\"\n },\n \"elapsed\":\"54.6\u00b5s\"\n}\n\nawait tile38.config_set('keepalive', 400)\n> {\"ok\":true,\"elapsed\":\"36.9\u00b5s\"}\n\nawait tile38.config_rewrite()\n> {\"ok\":true,\"elapsed\":\"363\u00b5s\"}\n\nawait tile38.config_get('keepalive')\n> {\n \"ok\":true,\n \"properties\":{\n \"keepalive\":\"400\"\n },\n \"elapsed\":\"33.8\u00b5s\"\n}\n```\n\n**Advanced options**\nAdvanced configuration can not be set with commands, but has to be set\nin a `config` file in your data directory. **Options** above, as\nwell as advanced options can be set and are loaded on start-up.\n\n| command | description |\n| ------------- | --------------------------------- |\n| `follow_host` | URI of Leader to follow |\n| `follow_port` | PORT of Leader to follow |\n| `follow_pos` | ? |\n| `follow_id` | ID of Leader |\n| `server_id` | Server ID of the current instance |\n| `read_only` | Make Tile38 read-only |\n\n#### FLUSHDB\n\nDelete all keys and hooks.\n\n```python\nawait tile38.flushDb()\n```\n\n#### PING\n\nPing your server\n\n```python\nawait tile38.ping()\n```\n\n#### HEALTHZ\n\nReturns `OK` if server is the Leader. If server is a Follower,\nreturns `OK` once the Follower caught up to the Leader.\nFor [HTTP requests](https://tile38.com/topics/network-protocols#http) it\nreturns `HTTP 200 OK` once caught up, or `HTTP 500 Internal Server Error` if not.\n\nThe command is primarily built to be send via HTTP in orchestration\nframeworks such as Kubernetes as `livelinessProbe` and/or `readinessProbe`.\nSince a Follower has to catch up to the state of the Leader before it\ncan execute queries, it is essential that it does not receive traffic\nprior to being caught up.\n\n`HEALTHZ` in combination with a readinessProbe ensures a ready state.\n\n```python\nawait tile38.healthz()\n```\n\n```yaml\n// values.yaml\n\nreadinessProbe:\n httpGet:\n scheme: HTTP\n path: /healthz\n port: 9851\n initialDelaySeconds: 60\n```\n\n#### GC\n\nInstructs the server to perform a garbage collection.\n\n```python\nawait tile38.gc()\n```\n\n#### READONLY\n\nSets Tile38 into read-only mode. Commands such as`.set()` and `.del()` will fail.\n\n```python\nawait tile38.readonly(True)\n```\n\n#### SERVER\n\nGet Tile38 statistics.\n\n```python\nawait tile38.server()\n```\n\nOr get extended statistics:\n\n```python\nawait tile38.server_extended()\n```\n\n### INFO\n\nGet Tile38 info. Similar to `SERVER` but different metrics.\n\n```python\nawait tile38.info()\n```\n\n### Geofencing\n\nA [geofence](https://en.wikipedia.org/wiki/Geo-fence) is a virtual boundary\nthat can detect when an object enters or exits the area. This boundary\ncan be a radius or any\n[search area format](https://tile38.com/commands/intersects#area-formats),\nsuch as a [bounding box](https://tile38.com/topics/object-types#bounding-box),\n[GeoJSON](https://tile38.com/topics/object-types#geojson) object, etc.\nTile38 can turn any standard search into a geofence monitor by adding the\nFENCE keyword to the search.\n\nGeofence events can be:\n\n- `inside` (object in specified area),\n- `outside` (object outside specified area),\n- `enter` (object enters specified area),\n- `exit` (object exits specified area),\n- `crosses` (object that was not in specified area, has enter/exit it).\n\nGeofence events can be send on upon commands:\n\n- `set` which sends an event when an object is `.set()`\n- `del` which sends a last event when the object that resides in the geosearch is deleted via `.del()`\n- `drop`which sends a message when the entire collection is dropped\n\n#### SETHOOK\n\nCreates a webhook that points to a geosearch (NEARBY/WITHIN/INTERSECTS).\nWhenever a commands creates/deletes/drops an object that fulfills the geosearch,\nan event is send to the specified `endpoint`.\n\n```python\n# sends event to endpoint, when object in 'fleet'\n# enters the area of a 500m radius around\n# latitude 33.5123 and longitude -112.2693\nawait tile38.sethook('warehouse', 'http://10.0.20.78/endpoint')\n\t .nearby('fleet')\n .point(33.5123, -112.2693, 500)\n .activate()\n```\n\n```python\nawait tile38.set('fleet', 'bus').point(33.5123001, -112.2693001).exec()\n# results in event =\n> {\n \"command\": \"set\",\n \"group\": \"5c5203ccf5ec4e4f349fd038\",\n \"detect\": \"inside\",\n \"hook\": \"warehouse\",\n \"key\": \"fleet\",\n \"time\": \"2021-03-22T13:06:36.769273-07:00\",\n \"id\": \"bus\",\n \"meta\": {},\n \"object\": { \"type\": \"Point\", \"coordinates\": [-112.2693001, 33.5123001] }\n}\n```\n\n**Geosearch**\n\n| command | description |\n| ----------------------------- | ----------- |\n| `.nearby(name, endpoint)` | |\n| `.within(name, endpoint)` | |\n| `.intersects(name, endpoint)` | |\n\n**Options**\n\n| command | description |\n| -------------------- | ------------------------------------------------------------------------------------------------------- |\n| `.meta(meta)` | Optional add additional meta information that are send in the geofence event. |\n| `.ex(value)` | Optional TTL in seconds |\n| `.commands(which[])` | Select on which command a hook should send an event. Defaults to: `['set', 'del', 'drop']` |\n| `.detect(what[])` | Select what events should be detected. Defaults to: `['enter', 'exit', 'crosses', 'inside', 'outside']` |\n\n**Endpoints**\n\n| command | description |\n| ---------- | ---------------------------------------------------------------------------------------------------------------------------------------------- |\n| HTTP/HTTPS | `http://` `https://` send messages over HTTP/S. For options see [link](https://tile38.com/commands/sethook#http--https). |\n| gRPC | `grpc://` send messages over [gRPC](http://www.grpc.io/). For options see [link](https://tile38.com/commands/sethook#grpc). |\n| Redis | `redis://` send messages to [Redis](https://redis.io/). For options see [link](https://tile38.com/commands/sethook#redis) |\n| Disque | `disque://` send messages to [Disque](https://github.com/antirez/disque). For options see [link](https://tile38.com/commands/sethook#disque). |\n| Kafka | `kafka://` send messages to a [Kafka](https://kafka.apache.org/) topic. For options see [link](https://tile38.com/commands/sethook#kafka). |\n| AMQP | `amqp://` send messages to [RabbitMQ](https://www.rabbitmq.com/). For options see [link](https://tile38.com/commands/sethook#amqp). |\n| MQTT | `mqtt://` send messages to an MQTT broker. For options see [link](https://tile38.com/commands/sethook#mqtt). |\n| SQS | `sqs://` send messages to an [Amazon SQS](https://aws.amazon.com/sqs/) queue. For options see [link](https://tile38.com/commands/sethook#sqs). |\n| NATS | `nats://` send messages to a [NATS](https://www.nats.io/) topic. For options see [link](https://tile38.com/commands/sethook#nats). |\n\n#### SETCHAN / SUBSCRIBE / PSUBSCRIBE\n\nSimilar to `sethook()`, but opens a PUB/SUB channel.\n\n```python\n# Start a channel that sends event, when object in 'fleet'\n# enters the area of a 500m radius around\n# latitude 33.5123 and longitude -112.2693\nawait tile38.setchan('warehouse', 'http://10.0.20.78/endpoint')\n\t .nearby('fleet')\n .point(33.5123, -112.2693, 500)\n .activate()\n```\n\nGiven a proper setup of a pubsub channel, every set `.set()` results in:\n\n```python\nawait tile38.set('fleet', 'bus')\n .point(33.5123001, -112.2693001)\n .exec();\n# event =\n> {\n \"command\": \"set\",\n \"group\": \"5c5203ccf5ec4e4f349fd038\",\n \"detect\": \"inside\",\n \"hook\": \"warehouse\",\n \"key\": \"fleet\",\n \"time\": \"2021-03-22T13:06:36.769273-07:00\",\n \"id\": \"bus\",\n \"meta\": {},\n \"object\": { \"type\": \"Point\", \"coordinates\": [-112.2693001, 33.5123001] }\n}\n```\n\n**Geosearch**\n\n| command | description |\n| ----------------------------- | ----------- |\n| `.nearby(name, endpoint)` | |\n| `.within(name, endpoint)` | |\n| `.intersects(name, endpoint)` | |\n\n**Options**\n\n| command | description |\n| -------------------- | ------------------------------------------------------------------------------------------------------- |\n| `.meta(meta)` | Optional addition meta information that a send in the geofence event. |\n| `.ex(value)` | Optional TTL in seconds |\n| `.commands(which[])` | Select on which command a hook should send an event. Defaults to: `['set', 'del', 'drop']` |\n| `.detect(what[])` | Select what events should be detected. Defaults to: `['enter', 'exit', 'crosses', 'inside', 'outside']` |\n\n## Addition Information\n\nFor more information, please refer to:\n\n- [Tile38](https://tile38.com)\n\n## Roadmap\n\nSee the [open issues](https://github.com/iwpnd/pyle38/issues) for a list\nof proposed features (and known issues).\n\n## Contributing\n\nContributions are what make the open source community such an amazing place\nto be learn, inspire, and create. Any contributions you make are **greatly appreciated**.\n\n1. Fork the Project\n1. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n1. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n1. Push to the Branch (`git push origin feature/AmazingFeature`)\n1. Open a Pull Request\n\n## License\n\nMIT\n\n## Maintainer\n\nBenjamin Ramser - [@iwpnd](https://github.com/iwpnd)\n\nProject Link: [https://github.com/iwpnd/pyle38](https://github.com/iwpnd/pyle38)\n\n## Acknowledgements\n\nJosh Baker - maintainer of [Tile38](https://tile38.com)\n\n",
"bugtrack_url": null,
"license": "MIT",
"summary": "Async python client for Tile38",
"version": "0.11.2",
"project_urls": {
"Homepage": "https://github.com/iwpnd/pyle38",
"Repository": "https://github.com/iwpnd/pyle38"
},
"split_keywords": [
"tile38",
"async",
"client"
],
"urls": [
{
"comment_text": "",
"digests": {
"blake2b_256": "d33f04acb4353ac09dc9d1ee8e1bd1800ae2e1c66791407a3ee3291bd57c676f",
"md5": "d24406be94730822e891712e2423c925",
"sha256": "290d3ccb8322968bc294badbc8b6bb02e19882a6fa2d116d6eb25f141cd4915c"
},
"downloads": -1,
"filename": "pyle38-0.11.2-py3-none-any.whl",
"has_sig": false,
"md5_digest": "d24406be94730822e891712e2423c925",
"packagetype": "bdist_wheel",
"python_version": "py3",
"requires_python": ">=3.10,<4.0",
"size": 38444,
"upload_time": "2024-01-09T18:47:18",
"upload_time_iso_8601": "2024-01-09T18:47:18.987847Z",
"url": "https://files.pythonhosted.org/packages/d3/3f/04acb4353ac09dc9d1ee8e1bd1800ae2e1c66791407a3ee3291bd57c676f/pyle38-0.11.2-py3-none-any.whl",
"yanked": false,
"yanked_reason": null
},
{
"comment_text": "",
"digests": {
"blake2b_256": "93fa4280a8c7361f70885984734f857545dd5a2738d29d53a52150c5afc8bb24",
"md5": "7d94b3a2d8574902ba1eca16af5c7434",
"sha256": "d7bbf2cc4fb12d0ce8bee928ad536eb19c507809a9e11469e0f3bdb69799d398"
},
"downloads": -1,
"filename": "pyle38-0.11.2.tar.gz",
"has_sig": false,
"md5_digest": "7d94b3a2d8574902ba1eca16af5c7434",
"packagetype": "sdist",
"python_version": "source",
"requires_python": ">=3.10,<4.0",
"size": 35897,
"upload_time": "2024-01-09T18:47:21",
"upload_time_iso_8601": "2024-01-09T18:47:21.211578Z",
"url": "https://files.pythonhosted.org/packages/93/fa/4280a8c7361f70885984734f857545dd5a2738d29d53a52150c5afc8bb24/pyle38-0.11.2.tar.gz",
"yanked": false,
"yanked_reason": null
}
],
"upload_time": "2024-01-09 18:47:21",
"github": true,
"gitlab": false,
"bitbucket": false,
"codeberg": false,
"github_user": "iwpnd",
"github_project": "pyle38",
"travis_ci": false,
"coveralls": true,
"github_actions": true,
"lcname": "pyle38"
}
JSON
