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# Sphinx build info version 1 | ||
# This file records the configuration used when building these files. When it is not found, a full rebuild will be done. | ||
config: e3491443219617bc884bb5b0d079c57c | ||
tags: 645f666f9bcd5a90fca523b33c5a78b7 |
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Index | ||
===== |
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.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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=========================== | ||
pyaqsapi user documentation | ||
=========================== | ||
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.. toctree:: | ||
:maxdepth: 2 | ||
:numbered: | ||
:hidden: | ||
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.. include:: manual/EPA_Disclaimer.rst | ||
.. include:: manual/Introduction.rst | ||
.. include:: manual/TimelinessofAQSdata.rst | ||
.. include:: manual/Install_pyaqsapi.rst | ||
.. include:: manual/Load_pyaqsapi.rst | ||
.. include:: manual/Using_pyaqsapi.rst | ||
.. include:: manual/pyaqsapiusagetipsandprecautions.rst | ||
.. include:: manual/pyaqsapiFunctions-Long.rst | ||
.. include:: manual/Troubleshooting.rst | ||
.. include:: manual/RAQSAPI.rst | ||
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pyaqsapi API reference documentation | ||
------------------------------------ | ||
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* :ref:`modindex` | ||
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pyaqsapi index | ||
-------------- | ||
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* :ref:`genindex` | ||
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References | ||
---------- | ||
.. bibliography:: | ||
:style: plain | ||
:list: enumerated | ||
:filter: docname in docnames |
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:orphan: | ||
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.. index:: EPA Disclaimer | ||
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EPA Disclaimer | ||
============== | ||
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.. note:: | ||
This software/application was developed by the U.S. Environmental | ||
Protection Agency (USEPA). No warranty expressed or implied is made | ||
regarding the accuracy or utility of the system, nor shall the act of | ||
distribution constitute any such warranty. The USEPA has relinquished | ||
control of the information and no longer has responsibility to protect | ||
the integrity, confidentiality or availability of the information. Any | ||
reference to specific commercial products, processes, or services by | ||
service mark, trademark, manufacturer, or otherwise, does not constitute | ||
or imply their endorsement, recommendation or favoring by the USEPA. The | ||
USEPA seal and logo shall not be used in any manner to imply endorsement | ||
of any commercial product or activity by the USEPA or the United States | ||
Government. | ||
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AQS DataMart Disclaimer | ||
======================= | ||
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.. warning:: | ||
US EPA’s AQS Data Mart API V2 is currently in beta phase of development, | ||
the API interface has not been finalized. This means that certain | ||
functionality of the API may change or be removed without notice. As a | ||
result, this package is also currently marked as beta and may also change | ||
to reflect any changes made to the Data Mart API or in respect to | ||
improvements in the design, functionality, quality and documentation of | ||
this package. The authors assume no liability for any problems that may | ||
occur as a result of using this package, the Data Mart service, any | ||
software, service, hardware, or user accounts that may utilize this | ||
package. |
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.. index:: Install pyaqsapi | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Install pyaqsapi | ||
================ | ||
To install pyaqsapi first clone the pyaqsapi repository. | ||
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.. code-block:: console | ||
git clone https://github.com/USEPA/pyaqsapi.git | ||
Next, in the project's root directory use pip to install the proper | ||
dependencies that are required to build | ||
and install pyaqsapi. | ||
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.. code-block:: console | ||
pip install -r requirements.txt | ||
While still in the project's root directory use setuptools to build and pip | ||
to install the package. | ||
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.. code-block:: console | ||
python -m build . | ||
python -m pip install . |
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.. index:: Introduction | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Introduction | ||
============ | ||
The pyaqsapi package for the python 3 programming environment allows a python 3 | ||
programming environment to connect to and retrieve data from the United States | ||
Environmental Protection Agency’s (US EPA) Air Quality System (AQS) Data Mart | ||
API v2 (Air Quality System) :cite:t:`AQSDataMartWelcome` interface directly. | ||
This package enables the data user to omit legacy challenges including coercing | ||
data from a JSON object to a usable python 3 object, retrieving multiple years | ||
of data, formatting API requests, retrieving results, handling credentials, | ||
requesting multiple pollutant data and rate limiting data requests. | ||
All the basic functionality of the API have been implemented that are available | ||
from the AQS API Data Mart server. The library connects to AQS Data Mart API | ||
via Hypertext Transfer Protocol (HTTP) so there is no need to install external | ||
ODBC drivers, configure ODBC connections or deal with the security | ||
vulnerabilities associated with them. Most functions have a parameter, | ||
return_header which by default is set to FALSE. If the user decides to | ||
set return_header to TRUE, then that function will return a python 3 | ||
AQSAPI_V2 object. An AQSAPI_V2 object has instance methods for retrieving the | ||
data requested, header information, and other metadata related to the API call. | ||
After each call to the API a five second stall is invoked to help prevent | ||
overloading the Data Mart API server and to serve as a simple rate limit. |
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.. index:: Load pyaqsapi | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Load pyaqsapi | ||
============= | ||
Like any other python package make sure that you are loading pyaqsapi in the | ||
same virtual environment where pyaqsapi was installed. Load pyaqsapi in the | ||
same any other python package is loaded. | ||
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.. code-block:: python3 | ||
import pyaqsapi as aqs |
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.. index:: About RAQSAPI | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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About RAQSAPI | ||
============= | ||
pyaqsapi is a port of :cite:t:`Rpackage:RAQSAPI` to the | ||
python 3 programming environment. For anyone that is familiar with RAQSAPI, | ||
the pyaqsapi API will feel familiar to you, most of the functions are similar | ||
and the parameters sent to each functions are the same. pyaqsapi aims to have | ||
feature parity with RAQSAPI and neither project will have features that the | ||
other project does not - other than programming language environment or | ||
language preference there is no benefit to using one package over the other. |
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docs/_build/html/_sources/manual/TimelinessofAQSdata.rst.txt
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.. index:: About the timeliness of AQS Data | ||
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About the timeliness of AQS Data | ||
================================ | ||
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EPA's AQS Datamart API, the service that pyaqsapi retrieves data from, does not | ||
host real time (collected now/today) data. If real time data is needed, please | ||
use the AirNow API and direct all questions toward real time data there. | ||
pyaqsapi does not work with AirNow and cannot retrieve real time data. For more | ||
details see section 7.1 of the About AQS Data page :cite:t:`AboutAQSdata`. |
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.. index:: Troubleshooting pyaqsapi | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Troubleshooting | ||
=============== | ||
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Parameters must be supplied exactly as they are specified, for example the | ||
stateFIPS for Alabama is "01", entering a value of "1" for the stateFIPS | ||
may lead to unexpected results. Do not omit leading zeros in parameters that | ||
expect them. |
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.. index:: Using pyaqsapi | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Using pyaqsapi | ||
============== | ||
For those who are already familiar with using :cite:t:`Rpackage:RAQSAPI` | ||
RAQSAPI then the pyaqsapi API should feel familiar with a few minor differences | ||
regarding how the data is returned. | ||
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By default data is returned as a pandas Data Frames :cite:t:`pandas_DataFrame`. | ||
Exported functions from pyaqsapi have a parameter RETURN_HEADER, by default | ||
this parameter is False. When False functions simply return the requested | ||
data as a pandas Data Frame. If RETURN_HEADER is manually set to True a list of | ||
AQSAPI_V2 python 3 objects are returned. Use the get_data() class method to | ||
retrieve the data and the get_header() class method to retrieve header | ||
information. | ||
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.. index:: sign_up | ||
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Sign up and setting up user credentials with the pyaqsapi library | ||
================================================================= | ||
If you have not already done so you will need to sign up with AQS Data Mart | ||
using aqs_sign_up function, this function takes one input, “email,” which | ||
is a python 3 character object, that represents the email address that you want | ||
to use as a user credential to the AQS Data Mart service. After a successful | ||
call to aqs_sign_up an email message will be sent to the email address provided | ||
with a new Data Mart key which will be used as a credential key to access the | ||
Data Mart API. The aqs_sign_up function can also be used to regenerate a new | ||
key for an existing user, to generate a new key simply call the aqs_sign_up | ||
function with the parameter “email” set to an existing account. A new key will | ||
be e-mailed to the account given. | ||
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The credentials used to access the Data Mart API service are stored in as a | ||
python global variable that needs to be set every time the pyaqsapi module is | ||
loaded or the key is changed. Without valid credentials, the Data Mart server | ||
will reject any request sent to it. The key used with Data Mart is a key and is | ||
not a password, so the pyaqsapi package does not treat the key as a password; | ||
this means that the key is stored in plain text and there are no attempts to | ||
encrypt Data Mart credentials as would be done for a username and password | ||
combination. The key that is supplied to use with Data Mart is not intended for | ||
authentication but only account monitoring. Each time pyaqsapi is loaded and | ||
before using any of it’s functions use the aqs_credentials function to enter in | ||
the user credentials so that pyaqsapi can access the AQS Data Mart server. | ||
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Both pyaqsapi and RAQSAPI use the US Environmental Protection Agency's Air | ||
Quality Service DataMart to retrieve data. The same credentials can be used for | ||
access to either project. Note however, that AQS and AQS DataMart are similar | ||
and related data sources, however the credentials used to access AQS are not the | ||
same as those used to access AQS DataMart. | ||
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.. note:: | ||
The credentials used to access AQS Data Mart API are not the same as the | ||
credentials used to access AQS. AQS users who do not have access to the | ||
AQS Data Mart will need to create new credentials. However, you may use the | ||
same credentials used in RAQSAPI in pyaqsapi since RAQSAPI ewes the the same | ||
AQS Data Mart API as pyaqsapi. |
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docs/_build/html/_sources/manual/pyaqsapiFunctions-Brief.rst.txt
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.. index:: pyaqsapi Functions Brief | ||
.. sectionauthor:: Clinton Mccrowey \<mccrowey \<DOT\>\ clinton \<AT\>\ epa.gov\> | ||
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Data Mart aggregate functions | ||
============================= | ||
.. note:: | ||
AQS Data Mart API restricts the maximum amount of monitoring data to one | ||
full year of data per API call. These functions are able to return multiple | ||
years of data by making repeated calls to the API. Each call to the Data | ||
Mart API will take time to complete. The more years of data being requested | ||
the longer pyaqsapi will take to return the results. | ||
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These functions retrieve aggregated data from the Data Mart API and are grouped | ||
by how each function aggregates the data. There are 7 different families of | ||
related aggregate functions in which the AQS Data Mart API groups data. | ||
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.. index:: aggregate functions | ||
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These seven families are: | ||
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- by site (aqs.bysite) | ||
- by county (aqs.bycounty) | ||
- by state (aqs.bystate) | ||
- by latitude/longitude bounding box (aqs.bybox) | ||
- by monitoring agency (aqs.byma) | ||
- by Primary Quality Assurance Organization (aqs.bypqao) | ||
- by core based statistical area (as defined by the US census Bureau) | ||
(aqs.bycbsa). | ||
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Within these families of aggregated data functions there are functions that | ||
call on the 13 different aggregate services that the Data Mart API provides. | ||
Note that not all aggregations are available for each service. | ||
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.. index:: services | ||
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These thirteen services are: | ||
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* Monitors (monitors) | ||
* Sample Data (sampledata) | ||
* Daily Summary Data (dailydata) | ||
* Annual Summary Data (annualdata) | ||
* Quality Assurance - Blanks Data (qa_blanks) | ||
* Quality Assurance - Collocated Assessments | ||
(qa_collocated_assessments) | ||
* Quality Assurance - Flow Rate Verifications (qa_flowrateverification) | ||
* Quality Assurance - Flow Rate Audits (aqs_qa_flowrateaudit) | ||
* Quality Assurance - One Point Quality Control Raw Data | ||
(qa_one_point_qc) | ||
* Quality Assurance - PEP Audits (qa_pep_audit) | ||
* Transaction Sample - AQS Submission data in transaction Format (RD) | ||
(transactionsample) | ||
* Quality Assurance - Annual Performance Evaluations | ||
(qa_annualperformanceeval) | ||
* Quality Assurance - Annual Performance Evaluations in the AQS | ||
Submission transaction format (RD) (qa_annualperformanceevaltransaction) | ||
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Aggregate functions are named aqs.<aggregation>.<service>() where <service> | ||
is one of the 13 services listed above and <aggregation> is either | ||
"bysite“, ”bycounty“, ”bystate“, ”bybox“, ”bycbsa", "byma" or "bypqao". |
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