FactSet Options client library for Python
Project description
FactSet Options client library for Python
The Option Prices database provides pricing data such as mid bid-ask price, reference data (e.g., strike price), and risk measures (e.g., Greeks and implied volatility). Visit Options Overview OA Page # 14925 for details on database coverage. U.S. exchange-traded option bid and ask quotes are continuously updated throughout the day even when no trades have occurred on the option (zero volume). The end-of-day closing bid and ask quotes are always in line with the underlying closing price.
Note
- Currently in Beta only OPRA exchanges are supported.
This Python package is automatically generated by the OpenAPI Generator project:
- API version: 1.0.0
- Package version: 1.0.2
- Build package: org.openapitools.codegen.languages.PythonClientCodegen
Requirements
- Python >= 3.7
Installation
Poetry
poetry add fds.sdk.utils fds.sdk.FactSetOptions
pip
pip install fds.sdk.utils fds.sdk.FactSetOptions
Usage
- Generate authentication credentials.
- Setup Python environment.
-
Install and activate python 3.7+. If you're using pyenv:
pyenv install 3.9.7 pyenv shell 3.9.7
-
(optional) Install poetry.
-
- Install dependencies.
- Run the following:
from fds.sdk.utils.authentication import ConfidentialClient
import fds.sdk.FactSetOptions
from fds.sdk.FactSetOptions.api import option_chains__screening_api
from fds.sdk.FactSetOptions.models import *
from dateutil.parser import parse as dateutil_parser
from pprint import pprint
# See configuration.py for a list of all supported configuration parameters.
# Examples for each supported authentication method are below,
# choose one that satisfies your use case.
# (Preferred) OAuth 2.0: FactSetOAuth2
# See https://github.com/FactSet/enterprise-sdk#oauth-20
# for information on how to create the app-config.json file
# See https://github.com/FactSet/enterprise-sdk-utils-python#authentication
# for more information on using the ConfidentialClient class
configuration = fds.sdk.FactSetOptions.Configuration(
fds_oauth_client=ConfidentialClient('/path/to/app-config.json')
)
# Basic authentication: FactSetApiKey
# See https://github.com/FactSet/enterprise-sdk#api-key
# for information how to create an API key
# configuration = fds.sdk.FactSetOptions.Configuration(
# username='USERNAME-SERIAL',
# password='API-KEY'
# )
# Enter a context with an instance of the API client
with fds.sdk.FactSetOptions.ApiClient(configuration) as api_client:
# Create an instance of the API class
api_instance = option_chains__screening_api.OptionChainsScreeningApi(api_client)
chains_request = ChainsRequest(
ids=UnderlyingIds(["TSLA-US"]),
date="2021-05-03",
id_type=IdType("FOS"),
exchange=Exchange("USA"),
) # ChainsRequest | Options Chains Request Object
try:
# Returns all the underlying option identifiers for the specified underlying Security identifier
api_response = api_instance.get_options_chains_for_list(chains_request)
pprint(api_response)
except fds.sdk.FactSetOptions.ApiException as e:
print("Exception when calling OptionChainsScreeningApi->get_options_chains_for_list: %s\n" % e)
# Get response, http status code and response headers
# try:
# # Returns all the underlying option identifiers for the specified underlying Security identifier
# api_response, http_status_code, response_headers = api_instance.get_options_chains_for_list_with_http_info(chains_request)
# pprint(api_response)
# pprint(http_status_code)
# pprint(response_headers)
# except fds.sdk.FactSetOptions.ApiException as e:
# print("Exception when calling OptionChainsScreeningApi->get_options_chains_for_list: %s\n" % e)
# Get response asynchronous
# try:
# # Returns all the underlying option identifiers for the specified underlying Security identifier
# async_result = api_instance.get_options_chains_for_list_async(chains_request)
# api_response = async_result.get()
# pprint(api_response)
# except fds.sdk.FactSetOptions.ApiException as e:
# print("Exception when calling OptionChainsScreeningApi->get_options_chains_for_list: %s\n" % e)
# Get response, http status code and response headers asynchronous
# try:
# # Returns all the underlying option identifiers for the specified underlying Security identifier
# async_result = api_instance.get_options_chains_for_list_with_http_info_async(chains_request)
# api_response, http_status_code, response_headers = async_result.get()
# pprint(api_response)
# pprint(http_status_code)
# pprint(response_headers)
# except fds.sdk.FactSetOptions.ApiException as e:
# print("Exception when calling OptionChainsScreeningApi->get_options_chains_for_list: %s\n" % e)
Using Pandas
To convert an API response to a Pandas DataFrame, it is necessary to transform it first to a dictionary.
import pandas as pd
response_dict = api_response.to_dict()['data']
simple_json_response = pd.DataFrame(response_dict)
nested_json_response = pd.json_normalize(response_dict)
Debugging
The SDK uses the standard library logging
module.
Setting debug
to True
on an instance of the Configuration
class sets the log-level of related packages to DEBUG
and enables additional logging in Pythons HTTP Client.
Note: This prints out sensitive information (e.g. the full request and response). Use with care.
import logging
import fds.sdk.FactSetOptions
logging.basicConfig(level=logging.DEBUG)
configuration = fds.sdk.FactSetOptions.Configuration(...)
configuration.debug = True
Documentation for API Endpoints
All URIs are relative to https://api.factset.com/content
Class | Method | HTTP request | Description |
---|---|---|---|
OptionChainsScreeningApi | get_options_chains_for_list | POST /factset-options/v1/chains | Returns all the underlying option identifiers for the specified underlying Security identifier |
OptionChainsScreeningApi | get_options_screening_for_list | POST /factset-options/v1/option-screening | Returns all the option identifiers based on the conditions provided as input in the request |
PricesVolumeApi | get_options_prices_for_list | POST /factset-options/v1/prices | Returns the pricing related information for the specified option identifier |
PricesVolumeApi | get_options_volume_for_list | POST /factset-options/v1/volume | Returns the volume details for the specified option identifier |
PricesVolumeApi | get_underlying_volume_for_list | POST /factset-options/v1/underlying-volume | Returns the aggregate volume and open interest for the list of the options under the specified security identifier |
ReferenceApi | get_options_dates_for_list | POST /factset-options/v1/dates | Returns option security dates such as expiration and trade. |
ReferenceApi | get_options_references_for_list | POST /factset-options/v1/references | Returns basic reference details for the options such as currency, exchange, symbols, flags and more |
RiskMeasuresApi | get_options_atm_implied_volatility_for_list | POST /factset-options/v1/atm-implied-volatility | Returns the at-the-money (ATM) implied volatility details for the specified underlying security identifier |
RiskMeasuresApi | get_options_greeks_for_list | POST /factset-options/v1/greeks | Returns all the Greeks details for the specified option identifier |
RiskMeasuresApi | get_options_volatility_for_list | POST /factset-options/v1/implied-volatility | Returns the implied volatility information for the specified option identifier |
SnapshotApi | get_options_snapshot_for_list | POST /factset-options/v1/snapshot | Returns all the profile information for the list of identifiers as of a specific date |
Documentation For Models
- AtmImpliedVolatility
- AtmImpliedVolatilityRequest
- AtmImpliedVolatilityResponse
- Calendar
- Chains
- ChainsRequest
- ChainsResponse
- ErrorResponse
- ErrorResponseSubErrors
- Exchange
- ExchangeScreeningId
- Frequency
- Greeks
- GreeksRequest
- GreeksResponse
- IdType
- ImpliedVolatility
- ImpliedVolatilityRequest
- ImpliedVolatilityResponse
- OptionIds
- OptionScreening
- OptionScreeningRequest
- OptionScreeningResponse
- OptionsDates
- OptionsDatesRequest
- OptionsDatesResponse
- OptionsPrices
- OptionsPricesRequest
- OptionsPricesResponse
- OptionsReferences
- OptionsReferencesRequest
- OptionsReferencesResponse
- OptionsVolume
- OptionsVolumeRequest
- OptionsVolumeResponse
- Period
- PriceType
- Snapshot
- SnapshotRequest
- SnapshotResponse
- UnderlyingIds
- UnderlyingVolume
- UnderlyingVolumeRequest
- UnderlyingVolumeResponse
Documentation For Authorization
FactSetApiKey
- Type: HTTP basic authentication
FactSetOAuth2
- Type: OAuth
- Flow: application
- Authorization URL:
- Scopes: N/A
Notes for Large OpenAPI documents
If the OpenAPI document is large, imports in fds.sdk.FactSetOptions.apis and fds.sdk.FactSetOptions.models may fail with a RecursionError indicating the maximum recursion limit has been exceeded. In that case, there are a couple of solutions:
Solution 1: Use specific imports for apis and models like:
from fds.sdk.FactSetOptions.api.default_api import DefaultApi
from fds.sdk.FactSetOptions.model.pet import Pet
Solution 2: Before importing the package, adjust the maximum recursion limit as shown below:
import sys
sys.setrecursionlimit(1500)
import fds.sdk.FactSetOptions
from fds.sdk.FactSetOptions.apis import *
from fds.sdk.FactSetOptions.models import *
Contributing
Please refer to the contributing guide.
Copyright
Copyright 2022 FactSet Research Systems Inc
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
Project details
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distributions
Built Distribution
Hashes for fds.sdk.FactSetOptions-1.0.2-py3-none-any.whl
Algorithm | Hash digest | |
---|---|---|
SHA256 | 386fcc37902773e20165f09faa9e1c65f19dd34827b5ee2079d07a4672866585 |
|
MD5 | a0228a4b196ebc5dabcd152849249934 |
|
BLAKE2b-256 | edd9b4396c0dcd8bfaa882d64517a225c5c3ecb8310fc5e7d9ef5c9c5b05b237 |