# graphsense-python
GraphSense API provides programmatic access to various ledgers' addresses, entities, blocks, transactions and tags for automated and highly efficient forensics tasks.
This Python package is automatically generated by the [OpenAPI Generator](https://openapi-generator.tech) project:
- API version: 1.6.0
- Package version: 1.6.0
- Build package: org.openapitools.codegen.languages.PythonClientCodegen
## Requirements.
Python >= 3.6
## Installation & Usage
### pip install
If the python package is hosted on a repository, you can install directly using:
```sh
pip install git+https://github.com/graphsense/graphsense-python.git
```
(you may need to run `pip` with root permission: `sudo pip install git+https://github.com/graphsense/graphsense-python.git`)
Then import the package:
```python
import graphsense
```
### Setuptools
Install via [Setuptools](http://pypi.python.org/pypi/setuptools).
```sh
python setup.py install --user
```
(or `sudo python setup.py install` to install the package for all users)
Then import the package:
```python
import graphsense
```
## Getting Started
Please follow the [installation procedure](#installation--usage) and then run the following:
```python
import time
import graphsense
from pprint import pprint
from graphsense.api import addresses_api
from graphsense.model.address import Address
from graphsense.model.address_tags import AddressTags
from graphsense.model.address_txs import AddressTxs
from graphsense.model.entity import Entity
from graphsense.model.height import Height
from graphsense.model.links import Links
from graphsense.model.neighbor_addresses import NeighborAddresses
# Defining the host is optional and defaults to https://api.ikna.io
# See configuration.py for a list of all supported configuration parameters.
configuration = graphsense.Configuration(
host = "https://api.ikna.io"
)
# The client must configure the authentication and authorization parameters
# in accordance with the API server security policy.
# Examples for each auth method are provided below, use the example that
# satisfies your auth use case.
# Configure API key authorization: api_key
configuration.api_key['api_key'] = 'YOUR_API_KEY'
# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed
# configuration.api_key_prefix['api_key'] = 'Bearer'
# Enter a context with an instance of the API client
with graphsense.ApiClient(configuration) as api_client:
# Create an instance of the API class
api_instance = addresses_api.AddressesApi(api_client)
currency = "btc" # str | The cryptocurrency code (e.g., btc)
address = "addressA" # str | The cryptocurrency address
try:
# Get an address
api_response = api_instance.get_address(currency, address)
pprint(api_response)
except graphsense.ApiException as e:
print("Exception when calling AddressesApi->get_address: %s\n" % e)
```
## Documentation for API Endpoints
All URIs are relative to *https://api.ikna.io*
Class | Method | HTTP request | Description
------------ | ------------- | ------------- | -------------
*AddressesApi* | [**get_address**](docs/AddressesApi.md#get_address) | **GET** /{currency}/addresses/{address} | Get an address
*AddressesApi* | [**get_address_entity**](docs/AddressesApi.md#get_address_entity) | **GET** /{currency}/addresses/{address}/entity | Get the entity of an address
*AddressesApi* | [**list_address_links**](docs/AddressesApi.md#list_address_links) | **GET** /{currency}/addresses/{address}/links | Get outgoing transactions between two addresses
*AddressesApi* | [**list_address_neighbors**](docs/AddressesApi.md#list_address_neighbors) | **GET** /{currency}/addresses/{address}/neighbors | Get an address's neighbors in the address graph
*AddressesApi* | [**list_address_txs**](docs/AddressesApi.md#list_address_txs) | **GET** /{currency}/addresses/{address}/txs | Get all transactions an address has been involved in
*AddressesApi* | [**list_tags_by_address**](docs/AddressesApi.md#list_tags_by_address) | **GET** /{currency}/addresses/{address}/tags | Get attribution tags for a given address
*BlocksApi* | [**get_block**](docs/BlocksApi.md#get_block) | **GET** /{currency}/blocks/{height} | Get a block by its height
*BlocksApi* | [**list_block_txs**](docs/BlocksApi.md#list_block_txs) | **GET** /{currency}/blocks/{height}/txs | Get block transactions
*BulkApi* | [**bulk_csv**](docs/BulkApi.md#bulk_csv) | **POST** /{currency}/bulk.csv/{operation} | Get data as CSV in bulk
*BulkApi* | [**bulk_json**](docs/BulkApi.md#bulk_json) | **POST** /{currency}/bulk.json/{operation} | Get data as JSON in bulk
*EntitiesApi* | [**get_entity**](docs/EntitiesApi.md#get_entity) | **GET** /{currency}/entities/{entity} | Get an entity
*EntitiesApi* | [**list_address_tags_by_entity**](docs/EntitiesApi.md#list_address_tags_by_entity) | **GET** /{currency}/entities/{entity}/tags | Get address tags for a given entity
*EntitiesApi* | [**list_entity_addresses**](docs/EntitiesApi.md#list_entity_addresses) | **GET** /{currency}/entities/{entity}/addresses | Get an entity's addresses
*EntitiesApi* | [**list_entity_links**](docs/EntitiesApi.md#list_entity_links) | **GET** /{currency}/entities/{entity}/links | Get transactions between two entities
*EntitiesApi* | [**list_entity_neighbors**](docs/EntitiesApi.md#list_entity_neighbors) | **GET** /{currency}/entities/{entity}/neighbors | Get an entity's direct neighbors
*EntitiesApi* | [**list_entity_txs**](docs/EntitiesApi.md#list_entity_txs) | **GET** /{currency}/entities/{entity}/txs | Get all transactions an entity has been involved in
*EntitiesApi* | [**search_entity_neighbors**](docs/EntitiesApi.md#search_entity_neighbors) | **GET** /{currency}/entities/{entity}/search | Search deeply for matching neighbors
*GeneralApi* | [**get_statistics**](docs/GeneralApi.md#get_statistics) | **GET** /stats | Get statistics of supported currencies
*GeneralApi* | [**search**](docs/GeneralApi.md#search) | **GET** /search | Returns matching addresses, transactions and labels
*RatesApi* | [**get_exchange_rates**](docs/RatesApi.md#get_exchange_rates) | **GET** /{currency}/rates/{height} | Returns exchange rate for a given height
*TagsApi* | [**get_actor**](docs/TagsApi.md#get_actor) | **GET** /tags/actors/{actor} | Returns an actor given its unique id or (unique) label
*TagsApi* | [**get_actor_tags**](docs/TagsApi.md#get_actor_tags) | **GET** /tags/actors/{actor}/tags | Returns the address tags for a given actor
*TagsApi* | [**list_address_tags**](docs/TagsApi.md#list_address_tags) | **GET** /tags | Returns address tags associated with a given label
*TagsApi* | [**list_concepts**](docs/TagsApi.md#list_concepts) | **GET** /tags/taxonomies/{taxonomy}/concepts | Returns the supported concepts of a taxonomy
*TagsApi* | [**list_taxonomies**](docs/TagsApi.md#list_taxonomies) | **GET** /tags/taxonomies | Returns the supported taxonomies
*TokensApi* | [**list_supported_tokens**](docs/TokensApi.md#list_supported_tokens) | **GET** /{currency}/supported_tokens | Returns a list of supported token (sub)currencies
*TxsApi* | [**get_spending_txs**](docs/TxsApi.md#get_spending_txs) | **GET** /{currency}/txs/{tx_hash}/spending | Returns in which other transaction's outputs the asked transaction spent. Think backwards references is the transaction graph. This endpoint is only available for utxo like currencies.
*TxsApi* | [**get_spent_in_txs**](docs/TxsApi.md#get_spent_in_txs) | **GET** /{currency}/txs/{tx_hash}/spent_in | Returns in which other transactions, outputs from the asked transaction are spent. Think forward references in the transaction graph. This endpoint is only available for utxo like currencies.
*TxsApi* | [**get_tx**](docs/TxsApi.md#get_tx) | **GET** /{currency}/txs/{tx_hash} | Returns details of a specific transaction identified by its hash
*TxsApi* | [**get_tx_io**](docs/TxsApi.md#get_tx_io) | **GET** /{currency}/txs/{tx_hash}/{io} | Returns input/output values of a specific transaction identified by its hash
*TxsApi* | [**list_token_txs**](docs/TxsApi.md#list_token_txs) | **GET** /{currency}/token_txs/{tx_hash} | Returns all token transactions in a given transaction
## Documentation For Models
- [Actor](docs/Actor.md)
- [ActorContext](docs/ActorContext.md)
- [Actors](docs/Actors.md)
- [Address](docs/Address.md)
- [AddressTag](docs/AddressTag.md)
- [AddressTagAllOf](docs/AddressTagAllOf.md)
- [AddressTags](docs/AddressTags.md)
- [AddressTx](docs/AddressTx.md)
- [AddressTxUtxo](docs/AddressTxUtxo.md)
- [AddressTxs](docs/AddressTxs.md)
- [Block](docs/Block.md)
- [Concept](docs/Concept.md)
- [CurrencyStats](docs/CurrencyStats.md)
- [Entity](docs/Entity.md)
- [EntityAddresses](docs/EntityAddresses.md)
- [Height](docs/Height.md)
- [LabeledItemRef](docs/LabeledItemRef.md)
- [LabeledItemRefs](docs/LabeledItemRefs.md)
- [Link](docs/Link.md)
- [LinkUtxo](docs/LinkUtxo.md)
- [Links](docs/Links.md)
- [NeighborAddress](docs/NeighborAddress.md)
- [NeighborAddresses](docs/NeighborAddresses.md)
- [NeighborEntities](docs/NeighborEntities.md)
- [NeighborEntity](docs/NeighborEntity.md)
- [Rate](docs/Rate.md)
- [Rates](docs/Rates.md)
- [SearchResult](docs/SearchResult.md)
- [SearchResultByCurrency](docs/SearchResultByCurrency.md)
- [SearchResultLabels](docs/SearchResultLabels.md)
- [SearchResultLeaf](docs/SearchResultLeaf.md)
- [SearchResultLevel1](docs/SearchResultLevel1.md)
- [SearchResultLevel2](docs/SearchResultLevel2.md)
- [SearchResultLevel3](docs/SearchResultLevel3.md)
- [SearchResultLevel4](docs/SearchResultLevel4.md)
- [SearchResultLevel5](docs/SearchResultLevel5.md)
- [SearchResultLevel6](docs/SearchResultLevel6.md)
- [Stats](docs/Stats.md)
- [Tag](docs/Tag.md)
- [Taxonomy](docs/Taxonomy.md)
- [TokenConfig](docs/TokenConfig.md)
- [TokenConfigs](docs/TokenConfigs.md)
- [TokenValues](docs/TokenValues.md)
- [Tx](docs/Tx.md)
- [TxAccount](docs/TxAccount.md)
- [TxRef](docs/TxRef.md)
- [TxSummary](docs/TxSummary.md)
- [TxUtxo](docs/TxUtxo.md)
- [TxValue](docs/TxValue.md)
- [TxValues](docs/TxValues.md)
- [TxsAccount](docs/TxsAccount.md)
- [Values](docs/Values.md)
## Documentation For Authorization
## api_key
- **Type**: API key
- **API key parameter name**: Authorization
- **Location**: HTTP header
## Examples
In `./examples` you can find example Python scripts and [Jupyter](https://jupyter.org/) notebooks demonstrating how to use the GraphSense Python API. Please Follow these setup instructions to run them:
Setup a Python environment with [Anaconda](https://www.anaconda.com/products/distribution):
conda env create -f environment.yml
conda activate graphsense-python
Copy the config temp file and enter your Iknaio API key
cp config.json.tmp config.json
vi config.json
Run the jupyter notebooks
jupyter notebook
## Generation from OpenAPI specification
This python package has been generated from [Graphsense's OpenAPI specification](https://api.ikna.io) hosted by [Iknaio Cryptoasset Analytics GmbH](https://ikna.io) using this command:
```
make GS_REST_SERVICE_URL="https://api.ikna.io" generate-openapi-client
```
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"description": "# graphsense-python\nGraphSense API provides programmatic access to various ledgers' addresses, entities, blocks, transactions and tags for automated and highly efficient forensics tasks.\n\nThis Python package is automatically generated by the [OpenAPI Generator](https://openapi-generator.tech) project:\n\n- API version: 1.6.0\n- Package version: 1.6.0\n- Build package: org.openapitools.codegen.languages.PythonClientCodegen\n\n## Requirements.\n\nPython >= 3.6\n\n## Installation & Usage\n### pip install\n\nIf the python package is hosted on a repository, you can install directly using:\n\n```sh\npip install git+https://github.com/graphsense/graphsense-python.git\n```\n(you may need to run `pip` with root permission: `sudo pip install git+https://github.com/graphsense/graphsense-python.git`)\n\nThen import the package:\n```python\nimport graphsense\n```\n\n### Setuptools\n\nInstall via [Setuptools](http://pypi.python.org/pypi/setuptools).\n\n```sh\npython setup.py install --user\n```\n(or `sudo python setup.py install` to install the package for all users)\n\nThen import the package:\n```python\nimport graphsense\n```\n\n## Getting Started\n\nPlease follow the [installation procedure](#installation--usage) and then run the following:\n\n```python\n\nimport time\nimport graphsense\nfrom pprint import pprint\nfrom graphsense.api import addresses_api\nfrom graphsense.model.address import Address\nfrom graphsense.model.address_tags import AddressTags\nfrom graphsense.model.address_txs import AddressTxs\nfrom graphsense.model.entity import Entity\nfrom graphsense.model.height import Height\nfrom graphsense.model.links import Links\nfrom graphsense.model.neighbor_addresses import NeighborAddresses\n# Defining the host is optional and defaults to https://api.ikna.io\n# See configuration.py for a list of all supported configuration parameters.\nconfiguration = graphsense.Configuration(\n host = \"https://api.ikna.io\"\n)\n\n# The client must configure the authentication and authorization parameters\n# in accordance with the API server security policy.\n# Examples for each auth method are provided below, use the example that\n# satisfies your auth use case.\n\n# Configure API key authorization: api_key\nconfiguration.api_key['api_key'] = 'YOUR_API_KEY'\n\n# Uncomment below to setup prefix (e.g. Bearer) for API key, if needed\n# configuration.api_key_prefix['api_key'] = 'Bearer'\n\n\n# Enter a context with an instance of the API client\nwith graphsense.ApiClient(configuration) as api_client:\n # Create an instance of the API class\n api_instance = addresses_api.AddressesApi(api_client)\n currency = \"btc\" # str | The cryptocurrency code (e.g., btc)\n address = \"addressA\" # str | The cryptocurrency address\n\n try:\n # Get an address\n api_response = api_instance.get_address(currency, address)\n pprint(api_response)\n except graphsense.ApiException as e:\n print(\"Exception when calling AddressesApi->get_address: %s\\n\" % e)\n```\n\n## Documentation for API Endpoints\n\nAll URIs are relative to *https://api.ikna.io*\n\nClass | Method | HTTP request | Description\n------------ | ------------- | ------------- | -------------\n*AddressesApi* | [**get_address**](docs/AddressesApi.md#get_address) | **GET** /{currency}/addresses/{address} | Get an address\n*AddressesApi* | [**get_address_entity**](docs/AddressesApi.md#get_address_entity) | **GET** /{currency}/addresses/{address}/entity | Get the entity of an address\n*AddressesApi* | [**list_address_links**](docs/AddressesApi.md#list_address_links) | **GET** /{currency}/addresses/{address}/links | Get outgoing transactions between two addresses\n*AddressesApi* | [**list_address_neighbors**](docs/AddressesApi.md#list_address_neighbors) | **GET** /{currency}/addresses/{address}/neighbors | Get an address's neighbors in the address graph\n*AddressesApi* | [**list_address_txs**](docs/AddressesApi.md#list_address_txs) | **GET** /{currency}/addresses/{address}/txs | Get all transactions an address has been involved in\n*AddressesApi* | [**list_tags_by_address**](docs/AddressesApi.md#list_tags_by_address) | **GET** /{currency}/addresses/{address}/tags | Get attribution tags for a given address\n*BlocksApi* | [**get_block**](docs/BlocksApi.md#get_block) | **GET** /{currency}/blocks/{height} | Get a block by its height\n*BlocksApi* | [**list_block_txs**](docs/BlocksApi.md#list_block_txs) | **GET** /{currency}/blocks/{height}/txs | Get block transactions\n*BulkApi* | [**bulk_csv**](docs/BulkApi.md#bulk_csv) | **POST** /{currency}/bulk.csv/{operation} | Get data as CSV in bulk\n*BulkApi* | [**bulk_json**](docs/BulkApi.md#bulk_json) | **POST** /{currency}/bulk.json/{operation} | Get data as JSON in bulk\n*EntitiesApi* | [**get_entity**](docs/EntitiesApi.md#get_entity) | **GET** /{currency}/entities/{entity} | Get an entity\n*EntitiesApi* | [**list_address_tags_by_entity**](docs/EntitiesApi.md#list_address_tags_by_entity) | **GET** /{currency}/entities/{entity}/tags | Get address tags for a given entity\n*EntitiesApi* | [**list_entity_addresses**](docs/EntitiesApi.md#list_entity_addresses) | **GET** /{currency}/entities/{entity}/addresses | Get an entity's addresses\n*EntitiesApi* | [**list_entity_links**](docs/EntitiesApi.md#list_entity_links) | **GET** /{currency}/entities/{entity}/links | Get transactions between two entities\n*EntitiesApi* | [**list_entity_neighbors**](docs/EntitiesApi.md#list_entity_neighbors) | **GET** /{currency}/entities/{entity}/neighbors | Get an entity's direct neighbors\n*EntitiesApi* | [**list_entity_txs**](docs/EntitiesApi.md#list_entity_txs) | **GET** /{currency}/entities/{entity}/txs | Get all transactions an entity has been involved in\n*EntitiesApi* | [**search_entity_neighbors**](docs/EntitiesApi.md#search_entity_neighbors) | **GET** /{currency}/entities/{entity}/search | Search deeply for matching neighbors\n*GeneralApi* | [**get_statistics**](docs/GeneralApi.md#get_statistics) | **GET** /stats | Get statistics of supported currencies\n*GeneralApi* | [**search**](docs/GeneralApi.md#search) | **GET** /search | Returns matching addresses, transactions and labels\n*RatesApi* | [**get_exchange_rates**](docs/RatesApi.md#get_exchange_rates) | **GET** /{currency}/rates/{height} | Returns exchange rate for a given height\n*TagsApi* | [**get_actor**](docs/TagsApi.md#get_actor) | **GET** /tags/actors/{actor} | Returns an actor given its unique id or (unique) label\n*TagsApi* | [**get_actor_tags**](docs/TagsApi.md#get_actor_tags) | **GET** /tags/actors/{actor}/tags | Returns the address tags for a given actor\n*TagsApi* | [**list_address_tags**](docs/TagsApi.md#list_address_tags) | **GET** /tags | Returns address tags associated with a given label\n*TagsApi* | [**list_concepts**](docs/TagsApi.md#list_concepts) | **GET** /tags/taxonomies/{taxonomy}/concepts | Returns the supported concepts of a taxonomy\n*TagsApi* | [**list_taxonomies**](docs/TagsApi.md#list_taxonomies) | **GET** /tags/taxonomies | Returns the supported taxonomies\n*TokensApi* | [**list_supported_tokens**](docs/TokensApi.md#list_supported_tokens) | **GET** /{currency}/supported_tokens | Returns a list of supported token (sub)currencies\n*TxsApi* | [**get_spending_txs**](docs/TxsApi.md#get_spending_txs) | **GET** /{currency}/txs/{tx_hash}/spending | Returns in which other transaction's outputs the asked transaction spent. Think backwards references is the transaction graph. This endpoint is only available for utxo like currencies.\n*TxsApi* | [**get_spent_in_txs**](docs/TxsApi.md#get_spent_in_txs) | **GET** /{currency}/txs/{tx_hash}/spent_in | Returns in which other transactions, outputs from the asked transaction are spent. Think forward references in the transaction graph. This endpoint is only available for utxo like currencies.\n*TxsApi* | [**get_tx**](docs/TxsApi.md#get_tx) | **GET** /{currency}/txs/{tx_hash} | Returns details of a specific transaction identified by its hash\n*TxsApi* | [**get_tx_io**](docs/TxsApi.md#get_tx_io) | **GET** /{currency}/txs/{tx_hash}/{io} | Returns input/output values of a specific transaction identified by its hash\n*TxsApi* | [**list_token_txs**](docs/TxsApi.md#list_token_txs) | **GET** /{currency}/token_txs/{tx_hash} | Returns all token transactions in a given transaction\n\n\n## Documentation For Models\n\n - [Actor](docs/Actor.md)\n - [ActorContext](docs/ActorContext.md)\n - [Actors](docs/Actors.md)\n - [Address](docs/Address.md)\n - [AddressTag](docs/AddressTag.md)\n - [AddressTagAllOf](docs/AddressTagAllOf.md)\n - [AddressTags](docs/AddressTags.md)\n - [AddressTx](docs/AddressTx.md)\n - [AddressTxUtxo](docs/AddressTxUtxo.md)\n - [AddressTxs](docs/AddressTxs.md)\n - [Block](docs/Block.md)\n - [Concept](docs/Concept.md)\n - [CurrencyStats](docs/CurrencyStats.md)\n - [Entity](docs/Entity.md)\n - [EntityAddresses](docs/EntityAddresses.md)\n - [Height](docs/Height.md)\n - [LabeledItemRef](docs/LabeledItemRef.md)\n - [LabeledItemRefs](docs/LabeledItemRefs.md)\n - [Link](docs/Link.md)\n - [LinkUtxo](docs/LinkUtxo.md)\n - [Links](docs/Links.md)\n - [NeighborAddress](docs/NeighborAddress.md)\n - [NeighborAddresses](docs/NeighborAddresses.md)\n - [NeighborEntities](docs/NeighborEntities.md)\n - [NeighborEntity](docs/NeighborEntity.md)\n - [Rate](docs/Rate.md)\n - [Rates](docs/Rates.md)\n - [SearchResult](docs/SearchResult.md)\n - [SearchResultByCurrency](docs/SearchResultByCurrency.md)\n - [SearchResultLabels](docs/SearchResultLabels.md)\n - [SearchResultLeaf](docs/SearchResultLeaf.md)\n - [SearchResultLevel1](docs/SearchResultLevel1.md)\n - [SearchResultLevel2](docs/SearchResultLevel2.md)\n - [SearchResultLevel3](docs/SearchResultLevel3.md)\n - [SearchResultLevel4](docs/SearchResultLevel4.md)\n - [SearchResultLevel5](docs/SearchResultLevel5.md)\n - [SearchResultLevel6](docs/SearchResultLevel6.md)\n - [Stats](docs/Stats.md)\n - [Tag](docs/Tag.md)\n - [Taxonomy](docs/Taxonomy.md)\n - [TokenConfig](docs/TokenConfig.md)\n - [TokenConfigs](docs/TokenConfigs.md)\n - [TokenValues](docs/TokenValues.md)\n - [Tx](docs/Tx.md)\n - [TxAccount](docs/TxAccount.md)\n - [TxRef](docs/TxRef.md)\n - [TxSummary](docs/TxSummary.md)\n - [TxUtxo](docs/TxUtxo.md)\n - [TxValue](docs/TxValue.md)\n - [TxValues](docs/TxValues.md)\n - [TxsAccount](docs/TxsAccount.md)\n - [Values](docs/Values.md)\n\n\n## Documentation For Authorization\n\n\n## api_key\n\n- **Type**: API key\n- **API key parameter name**: Authorization\n- **Location**: HTTP header\n\n\n## Examples\n\nIn `./examples` you can find example Python scripts and [Jupyter](https://jupyter.org/) notebooks demonstrating how to use the GraphSense Python API. Please Follow these setup instructions to run them:\n\nSetup a Python environment with [Anaconda](https://www.anaconda.com/products/distribution):\n\n conda env create -f environment.yml\n conda activate graphsense-python\n\nCopy the config temp file and enter your Iknaio API key\n\n cp config.json.tmp config.json\n vi config.json\n\nRun the jupyter notebooks\n\n jupyter notebook\n\n\n\n## Generation from OpenAPI specification\n\nThis python package has been generated from [Graphsense's OpenAPI specification](https://api.ikna.io) hosted by [Iknaio Cryptoasset Analytics GmbH](https://ikna.io) using this command:\n\n```\nmake GS_REST_SERVICE_URL=\"https://api.ikna.io\" generate-openapi-client\n```\n\n",
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