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adbnx-adapter-4.2.0
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مشاهده بیشتر
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مشاهده بیشتر
تبلیغات ما
مشتریان به طور فزاینده ای آنلاین هستند. تبلیغات می تواند به آنها کمک کند تا کسب و کار شما را پیدا کنند.
مشاهده بیشتر
تبلیغات ما
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مشاهده بیشترتوضیحات
Convert ArangoDB graphs to NetworkX & vice-versa.
| ویژگی | مقدار |
|---|---|
| سیستم عامل | - |
| نام فایل | adbnx-adapter-4.2.0 |
| نام | adbnx-adapter |
| نسخه کتابخانه | 4.2.0 |
| نگهدارنده | [] |
| ایمیل نگهدارنده | [] |
| نویسنده | Anthony Mahanna |
| ایمیل نویسنده | anthony.mahanna@arangodb.com |
| آدرس صفحه اصلی | https://github.com/arangoml/networkx-adapter |
| آدرس اینترنتی | https://pypi.org/project/adbnx-adapter/ |
| مجوز | Apache Software License |
# ArangoDB-Networkx Adapter
[](https://github.com/arangoml/networkx-adapter/actions/workflows/build.yml)
[](https://github.com/arangoml/networkx-adapter/actions/workflows/analyze.yml)
[](https://coveralls.io/github/arangoml/networkx-adapter)
[](https://github.com/arangoml/networkx-adapter/commits/master)
[](https://pypi.org/project/adbnx-adapter/)
[](https://pypi.org/project/adbnx-adapter/)
[](https://github.com/arangoml/networkx-adapter/blob/master/LICENSE)
[](https://github.com/psf/black)
[](https://pepy.tech/project/adbnx-adapter)
<a href="https://www.arangodb.com/" rel="arangodb.com"></a>
<a href="https://networkx.org/" rel="networkx.org"></a>
The ArangoDB-Networkx Adapter exports Graphs from ArangoDB, the multi-model database for graph & beyond, into NetworkX, the swiss army knife for graph analysis with python, and vice-versa.
## About NetworkX
Networkx is a commonly used tool for analysis of network-data. If your analytics use cases require the use of all your graph data, for example, to summarize graph structure, or answer global path traversal queries, then using the ArangoDB Pregel API is recommended. If your analysis pertains to a subgraph, then you may be interested in getting the Networkx representation of the subgraph for one of the following reasons:
1. An algorithm for your use case is available in Networkx.
2. A library that you want to use for your use case works with Networkx Graphs as input.
## Installation
#### Latest Release
```
pip install adbnx-adapter
```
#### Current State
```
pip install git+https://github.com/arangoml/networkx-adapter.git
```
## Quickstart
[](https://colab.research.google.com/github/arangoml/networkx-adapter/blob/master/examples/ArangoDB_NetworkX_Adapter.ipynb)
Also available as an ArangoDB Lunch & Learn session: [Graph & Beyond Course #2.9](https://www.arangodb.com/resources/lunch-sessions/graph-beyond-lunch-break-2-9-introducing-the-arangodb-networkx-adapter/)
```py
from arango import ArangoClient # Python-Arango driver
from networkx import grid_2d_graph # Sample graph from NetworkX
from adbnx_adapter import ADBNX_Adapter
# Let's assume that the ArangoDB "fraud detection" dataset is imported to this endpoint
db = ArangoClient(hosts="http://localhost:8529").db("_system", username="root", password="")
adbnx_adapter = ADBNX_Adapter(db)
# Use Case 1.1: ArangoDB to NetworkX via Graph name
nx_fraud_graph = adbnx_adapter.arangodb_graph_to_networkx("fraud-detection")
# Use Case 1.2: ArangoDB to NetworkX via Collection names
nx_fraud_graph_2 = adbnx_adapter.arangodb_collections_to_networkx(
"fraud-detection",
{"account", "bank", "branch", "Class", "customer"}, # Vertex collections
{"accountHolder", "Relationship", "transaction"} # Edge collections
)
# Use Case 1.3: ArangoDB to NetworkX via Metagraph
metagraph = {
"vertexCollections": {
"account": {"Balance", "account_type", "customer_id", "rank"},
"customer": {"Name", "rank"},
},
"edgeCollections": {
"transaction": {"transaction_amt", "sender_bank_id", "receiver_bank_id"},
"accountHolder": {},
},
}
nx_fraud_graph_3 = adbnx_adapter.arangodb_to_networkx("fraud-detection", metagraph)
# Use Case 2: NetworkX to ArangoDB
nx_grid_graph = grid_2d_graph(5, 5)
adb_grid_edge_definitions = [
{
"edge_collection": "to",
"from_vertex_collections": ["Grid_Node"],
"to_vertex_collections": ["Grid_Node"],
}
]
adb_grid_graph = adbnx_adapter.networkx_to_arangodb("Grid", nx_grid_graph, adb_grid_edge_definitions)
```
## Development & Testing
Prerequisite: `arangorestore`
1. `git clone https://github.com/arangoml/networkx-adapter.git`
2. `cd networkx-adapter`
3. (create virtual environment of choice)
4. `pip install -e .[dev]`
5. (create an ArangoDB instance with method of choice)
6. `pytest --url <> --dbName <> --username <> --password <>`
**Note**: A `pytest` parameter can be omitted if the endpoint is using its default value:
```python
def pytest_addoption(parser):
parser.addoption("--url", action="store", default="http://localhost:8529")
parser.addoption("--dbName", action="store", default="_system")
parser.addoption("--username", action="store", default="root")
parser.addoption("--password", action="store", default="")
```
نیازمندی
| مقدار | نام |
|---|---|
| >=2.27.1 | requests |
| >=7.4.1 | python-arango |
| >=2.5.1 | networkx |
| >=12.5.1 | rich |
| >=45 | setuptools |
| - | black |
| >=3.8.0 | flake8 |
| >=5.0.0 | isort |
| >=0.790 | mypy |
| >=6.0.0 | pytest |
| >=2.0.0 | pytest-cov |
| >=3.3.1 | coveralls |
| - | types-setuptools |
زبان مورد نیاز
| مقدار | نام |
|---|---|
| >=3.7 | Python |
نحوه نصب
نصب پکیج whl adbnx-adapter-4.2.0:
pip install adbnx-adapter-4.2.0.whl
نصب پکیج tar.gz adbnx-adapter-4.2.0:
pip install adbnx-adapter-4.2.0.tar.gz