Package the script in a Python module.

Tue, 12 Dec 2017 09:20:49 +0200

author
Victor Nicolae <victor.nicolae@inoe.ro>
date
Tue, 12 Dec 2017 09:20:49 +0200
changeset 7
415d034b0864
parent 6
c02712d2ab9e
child 8
cf12f8c7838e

Package the script in a Python module.

README.rst file | annotate | diff | comparison | revisions
scc_access/__init__.py file | annotate | diff | comparison | revisions
scc_access/scc_access.py file | annotate | diff | comparison | revisions
scc_access/settings.py file | annotate | diff | comparison | revisions
scc_access/settings.sample.py file | annotate | diff | comparison | revisions
setup.py file | annotate | diff | comparison | revisions
--- a/README.rst	Fri Nov 24 18:50:29 2017 +0200
+++ b/README.rst	Tue Dec 12 09:20:49 2017 +0200
@@ -1,8 +1,8 @@
-SCC access script
+Overview
 =================
 
-This small scripts permits interacting with the Single Calculus Chain through
-the command line. Specifically, with the script you can:
+This package provides a script which permits interacting with the
+Single Calculus Chain through the command line. Specifically, with the script you can:
 
 * Upload a file to the SCC for processing
 * Download the processed files and graphs
@@ -24,15 +24,14 @@
 Installation
 ------------
 
-The only requirement for running this program is the requests python module.
-If you have pip installed you can install it by::
+The easiest way to install this module is from the python package index using pip:
 
-   pip install requests.
+   pip install scc_access
 
 See http://docs.python-requests.org/en/latest/user/install/ for more details.
 
-You can use the script by cloning this mercurial repository. Alternatively, you 
-can just coppy the scc_access.py and and settings.sample.py files to a local 
+You can also use the script by cloning this mercurial repository. Alternatively, you 
+can just copy the scc_access.py and and settings.sample.py files to a local 
 directory.
 
 
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scc_access/scc_access.py	Tue Dec 12 09:20:49 2017 +0200
@@ -0,0 +1,529 @@
+#!/usr/bin/env python
+"""
+The MIT License (MIT)
+
+Copyright (c) 2015, Ioannis Binietoglou
+
+Permission is hereby granted, free of charge, to any person obtaining a copy
+of this software and associated documentation files (the "Software"), to deal
+in the Software without restriction, including without limitation the rights
+to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
+copies of the Software, and to permit persons to whom the Software is
+furnished to do so, subject to the following conditions:
+
+The above copyright notice and this permission notice shall be included in
+all copies or substantial portions of the Software.
+
+THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
+IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
+FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
+AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
+LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
+OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
+THE SOFTWARE.
+"""
+
+__version__ = "0.6.0"
+
+# Try to read the settings from the settings.py file
+try:
+    from settings import *
+except:
+    raise ImportError(
+        """A settings file (setting.py) is required to run the script. 
+         You can use settings.sample.py as a template.""")
+
+import requests
+requests.packages.urllib3.disable_warnings()
+
+import urlparse
+import argparse
+import os
+import re
+import time
+import StringIO
+from zipfile import ZipFile
+import datetime
+import logging
+
+logger = logging.getLogger(__name__)
+
+
+# Construct the absolute URLs
+LOGIN_URL = urlparse.urljoin(BASE_URL, 'accounts/login/')
+UPLOAD_URL = urlparse.urljoin(BASE_URL, 'data_processing/measurements/quick/')
+DOWNLOAD_PREPROCESSED = urlparse.urljoin(BASE_URL, 'data_processing/measurements/{0}/download-preprocessed/')
+DOWNLOAD_OPTICAL = urlparse.urljoin(BASE_URL, 'data_processing/measurements/{0}/download-optical/')
+DOWNLOAD_GRAPH = urlparse.urljoin(BASE_URL, 'data_processing/measurements/{0}/download-plots/')
+RERUN_ALL = urlparse.urljoin(BASE_URL, 'data_processing/measurements/{0}/rerun-all/')
+RERUN_PROCESSING = urlparse.urljoin(BASE_URL, 'data_processing/measurements/{0}/rerun-optical/')
+
+DELETE_MEASUREMENT = urlparse.urljoin(BASE_URL, 'admin/database/measurements/{0}/delete/')
+API_BASE_URL = urlparse.urljoin(BASE_URL, 'api/v1/')
+
+# The regex to find the measurement id from the measurement page
+# This should be read from the uploaded file, but would require an extra NetCDF module.
+regex = "<h3>Measurement (?P<measurement_id>.{12}) <small>"
+
+
+class SCC:
+    """ A simple class that will attempt to upload a file on the SCC server.
+    The uploading is done by simulating a normal browser session. In the current
+    version no check is performed, and no feedback is given if the upload 
+    was successful. If everything is setup correctly, it will work. 
+    """
+
+    def __init__(self, auth=BASIC_LOGIN, output_dir=OUTPUT_DIR):
+        self.auth = auth
+        self.output_dir = output_dir
+        self.session = requests.Session()
+
+    def login(self, credentials=DJANGO_LOGIN):
+        """ Login the the website. """
+        logger.debug("Attempting to login to SCC, username %s." % credentials[0])
+        self.login_credentials = {'username': credentials[0],
+                                  'password': credentials[1]}
+
+        logger.debug("Accessing login page at %s." % LOGIN_URL)
+
+        # Get upload form
+        login_page = self.session.get(LOGIN_URL,
+                                      auth=self.auth, verify=False)
+
+        logger.debug("Submiting credentials.")
+        # Submit the login data
+        login_submit = self.session.post(LOGIN_URL,
+                                         data=self.login_credentials,
+                                         headers={'X-CSRFToken': login_page.cookies['csrftoken'],
+                                                  'referer': LOGIN_URL},
+                                         verify=False,
+                                         auth=self.auth)
+        return login_submit
+
+    def logout(self):
+        pass
+
+    def upload_file(self, filename, system_id):
+        """ Upload a filename for processing with a specific system. If the 
+        upload is successful, it returns the measurement id. """
+        # Get submit page
+        upload_page = self.session.get(UPLOAD_URL,
+                                       auth=self.auth,
+                                       verify=False)
+
+        # Submit the data
+        upload_data = {'system': system_id}
+        files = {'data': open(filename, 'rb')}
+
+        logging.info("Uploading of file %s started." % filename)
+
+        upload_submit = self.session.post(UPLOAD_URL,
+                                          data=upload_data,
+                                          files=files,
+                                          headers={'X-CSRFToken': upload_page.cookies['csrftoken'],
+                                                   'referer': UPLOAD_URL},
+                                          verify=False,
+                                          auth=self.auth)
+
+        if upload_submit.status_code != 200:
+            logging.warning("Connection error. Status code: %s" % upload_submit.status_code)
+            return False
+
+        # Check if there was a redirect to a new page.
+        if upload_submit.url == UPLOAD_URL:
+            measurement_id = False
+            logging.error("Uploaded file rejected! Try to upload manually to see the error.")
+        else:
+            measurement_id = re.findall(regex, upload_submit.text)[0]
+            logging.error("Successfully uploaded measurement with id %s." % measurement_id)
+
+        return measurement_id
+
+    def download_files(self, measurement_id, subdir, download_url):
+        """ Downloads some files from the download_url to the specified
+        subdir. This method is used to download preprocessed file, optical 
+        files etc.
+        """
+        # Get the file
+        request = self.session.get(download_url, auth=self.auth,
+                                   verify=False,
+                                   stream=True)
+
+        # Create the dir if it does not exist
+        local_dir = os.path.join(self.output_dir, measurement_id, subdir)
+        if not os.path.exists(local_dir):
+            os.makedirs(local_dir)
+
+        # Save the file by chunk, needed if the file is big.
+        memory_file = StringIO.StringIO()
+
+        for chunk in request.iter_content(chunk_size=1024):
+            if chunk:  # filter out keep-alive new chunks
+                memory_file.write(chunk)
+                memory_file.flush()
+
+        zip_file = ZipFile(memory_file)
+
+        for ziped_name in zip_file.namelist():
+            basename = os.path.basename(ziped_name)
+
+            local_file = os.path.join(local_dir, basename)
+
+            with open(local_file, 'wb') as f:
+                f.write(zip_file.read(ziped_name))
+
+    def download_preprocessed(self, measurement_id):
+        """ Download preprocessed files for the measurement id. """
+        # Construct the download url
+        download_url = DOWNLOAD_PREPROCESSED.format(measurement_id)
+        self.download_files(measurement_id, 'scc_preprocessed', download_url)
+
+    def download_optical(self, measurement_id):
+        """ Download optical files for the measurement id. """
+        # Construct the download url
+        download_url = DOWNLOAD_OPTICAL.format(measurement_id)
+        self.download_files(measurement_id, 'scc_optical', download_url)
+
+    def download_graphs(self, measurement_id):
+        """ Download profile graphs for the measurement id. """
+        # Construct the download url
+        download_url = DOWNLOAD_GRAPH.format(measurement_id)
+        self.download_files(measurement_id, 'scc_plots', download_url)
+
+    def rerun_processing(self, measurement_id, monitor=True):
+        measurement = self.get_measurement(measurement_id)
+
+        if measurement:
+            request = self.session.get(measurement.rerun_processing_url, auth=self.auth,
+                                       verify=False,
+                                       stream=True)
+
+            if request.status_code != 200:
+                logging.error("Could not rerun processing for %s. Status code: %s" % (measurement_id, request.status_code))
+                return
+
+            if monitor:
+                self.monitor_processing(measurement_id)
+
+    def rerun_all(self, measurement_id, monitor=True):
+        logger.debug("Started rerun_all procedure.")
+
+        logger.debug("Getting measurement %s" % measurement_id)
+        measurement = self.get_measurement(measurement_id)
+
+        if measurement:
+            logger.debug("Attempting to rerun all processing through %s." % measurement.rerun_all_url)
+
+            request = self.session.get(measurement.rerun_all_url, auth=self.auth,
+                                       verify=False,
+                                       stream=True)
+
+            if request.status_code != 200:
+                logger.error("Could not rerun pre processing for %s. Status code: %s" %
+                             (measurement_id, request.status_code))
+                return
+
+            if monitor:
+                self.monitor_processing(measurement_id)
+
+    def process(self, filename, system_id):
+        """ Upload a file for processing and wait for the processing to finish.
+        If the processing is successful, it will download all produced files.
+        """
+        logger.info("--- Processing started on %s. ---" % datetime.datetime.now())
+        # Upload file
+        measurement_id = self.upload_file(filename, system_id)
+
+        measurement = self.monitor_processing(measurement_id)
+        return measurement
+
+    def monitor_processing(self, measurement_id):
+        """ Monitor the processing progress of a measurement id"""
+
+        measurement = self.get_measurement(measurement_id)
+        if measurement is not None:
+            while measurement.is_running:
+                logger.info("Measurement is being processed (status: %s, %s, %s). Please wait." % (measurement.upload,
+                                                                                             measurement.pre_processing,
+                                                                                             measurement.processing))
+                time.sleep(10)
+                measurement = self.get_measurement(measurement_id)
+            logger.info("Measurement processing finished (status: %s, %s, %s)." % (measurement.upload,
+                                                                             measurement.pre_processing,
+                                                                             measurement.processing))
+            if measurement.pre_processing == 127:
+                logger.info("Downloading preprocessed files.")
+                self.download_preprocessed(measurement_id)
+            if measurement.processing == 127:
+                logger.info("Downloading optical files.")
+                self.download_optical(measurement_id)
+                logger.info("Downloading graphs.")
+                self.download_graphs(measurement_id)
+            logger.info("--- Processing finished. ---")
+        return measurement
+
+    def get_status(self, measurement_id):
+        """ Get the processing status for a measurement id through the API. """
+        measurement_url = urlparse.urljoin(API_BASE_URL, 'measurements/?id__exact=%s' % measurement_id)
+
+        response = self.session.get(measurement_url,
+                                    auth=self.auth,
+                                    verify=False)
+
+        response_dict = response.json()
+
+        if response_dict['objects']:
+            measurement_list = response_dict['objects']
+            measurement = Measurement(measurement_list[0])
+            return (measurement.upload, measurement.pre_processing, measurement.processing)
+        else:
+            logger.error("No measurement with id %s found on the SCC." % measurement_id)
+            return None
+
+    def get_measurement(self, measurement_id):
+        measurement_url = urlparse.urljoin(API_BASE_URL, 'measurements/%s/' % measurement_id)
+
+        response = self.session.get(measurement_url,
+                                    auth=self.auth,
+                                    verify=False)
+
+        response_dict = response.json()
+
+        if response_dict:
+            measurement = Measurement(response_dict)
+            return measurement
+        else:
+            logger.error("No measurement with id %s found on the SCC." % measurement_id)
+            return None
+
+    def delete_measurement(self, measurement_id):
+        """ Deletes a measurement with the provided measurement id. The user
+        should have the appropriate permissions. 
+        
+        The procedures is performed directly through the web interface and
+        NOT through the API.
+        """
+        # Get the measurement object
+        measurement = self.get_measurement(measurement_id)
+
+        # Check that it exists
+        if measurement is None:
+            logger.warning("Nothing to delete.")
+            return None
+
+        # Go the the page confirming the deletion
+        delete_url = DELETE_MEASUREMENT.format(measurement.id)
+
+        confirm_page = self.session.get(delete_url,
+                                        auth=self.auth,
+                                        verify=False)
+
+        # Check that the page opened properly
+        if confirm_page.status_code != 200:
+            logger.warning("Could not open delete page. Status: {0}".format(confirm_page.status_code))
+            return None
+
+        # Delete the measurement
+        delete_page = self.session.post(delete_url,
+                                        auth=self.auth,
+                                        verify=False,
+                                        data={'post': 'yes'},
+                                        headers={'X-CSRFToken': confirm_page.cookies['csrftoken'],
+                                                 'referer': delete_url}
+                                        )
+        if delete_page.status_code != 200:
+            logger.warning("Something went wrong. Delete page status: {0}".format(
+                delete_page.status_code))
+            return None
+
+        logger.info("Deleted measurement {0}".format(measurement_id))
+        return True
+
+    def available_measurements(self):
+        """ Get a list of available measurement on the SCC. """
+        measurement_url = urlparse.urljoin(API_BASE_URL, 'measurements')
+        response = self.session.get(measurement_url,
+                                    auth=self.auth,
+                                    verify=False)
+        response_dict = response.json()
+
+        measurements = None
+        if response_dict:
+            measurement_list = response_dict['objects']
+            measurements = [Measurement(measurement_dict) for measurement_dict in measurement_list]
+            logger.info("Found %s measurements on the SCC." % len(measurements))
+        else:
+            logger.warning("No response received from the SCC when asked for available measurements.")
+
+        return measurements
+
+    def measurement_id_for_date(self, t1, call_sign='bu', base_number=0):
+        """ Give the first available measurement id on the SCC for the specific
+        date. 
+        """
+        date_str = t1.strftime('%Y%m%d')
+        search_url = urlparse.urljoin(API_BASE_URL, 'measurements/?id__startswith=%s' % date_str)
+
+        response = self.session.get(search_url,
+                                    auth=self.auth,
+                                    verify=False)
+
+        response_dict = response.json()
+
+        measurement_id = None
+
+        if response_dict:
+            measurement_list = response_dict['objects']
+            existing_ids = [measurement_dict['id'] for measurement_dict in measurement_list]
+
+            measurement_number = base_number
+            measurement_id = "%s%s%02i" % (date_str, call_sign, measurement_number)
+
+            while measurement_id in existing_ids:
+                measurement_number = measurement_number + 1
+                measurement_id = "%s%s%02i" % (date_str, call_sign, measurement_number)
+                if measurement_number == 100:
+                    raise ValueError('No available measurement id found.')
+
+        return measurement_id
+
+
+class ApiObject:
+    """ A generic class object. """
+
+    def __init__(self, dict_response):
+
+        if dict_response:
+            # Add the dictionary key value pairs as object properties
+            for key, value in dict_response.items():
+                setattr(self, key, value)
+            self.exists = True
+        else:
+            self.exists = False
+
+
+class Measurement(ApiObject):
+    """ This class represents the measurement object as returned in the SCC API.
+    """
+
+    @property
+    def is_running(self):
+        """ Returns True if the processing has not finished.
+        """
+        if self.upload == 0:
+            return False
+        if self.pre_processing == -127:
+            return False
+        if self.pre_processing == 127:
+            if self.processing in [127, -127]:
+                return False
+        return True
+
+    @property
+    def rerun_processing_url(self):
+        return RERUN_PROCESSING.format(self.id)
+
+    @property
+    def rerun_all_url(self):
+        return RERUN_ALL.format(self.id)
+
+    def __str__(self):
+        return "%s: %s, %s, %s" % (self.id,
+                                   self.upload,
+                                   self.pre_processing,
+                                   self.processing)
+
+
+def upload_file(filename, system_id, auth=BASIC_LOGIN, credential=DJANGO_LOGIN):
+    """ Shortcut function to upload a file to the SCC. """
+    logger.info("Uploading file %s, using sytem %s" % (filename, system_id))
+
+    scc = SCC(auth)
+    scc.login(credential)
+    measurement_id = scc.upload_file(filename, system_id)
+    scc.logout()
+    return measurement_id
+
+
+def process_file(filename, system_id, auth=BASIC_LOGIN, credential=DJANGO_LOGIN):
+    """ Shortcut function to process a file to the SCC. """
+    logger.info("Processing file %s, using sytem %s" % (filename, system_id))
+
+    scc = SCC(auth)
+    scc.login(credential)
+    measurement = scc.process(filename, system_id)
+    scc.logout()
+    return measurement
+
+
+def delete_measurement(measurement_id, auth=BASIC_LOGIN, credential=DJANGO_LOGIN):
+    """ Shortcut function to delete a measurement from the SCC. """
+    logger.info("Deleting %s" % measurement_id)
+    scc = SCC(auth)
+    scc.login(credential)
+    scc.delete_measurement(measurement_id)
+    scc.logout()
+
+
+def rerun_all(measurement_id, monitor, auth=BASIC_LOGIN, credential=DJANGO_LOGIN):
+    """ Shortcut function to delete a measurement from the SCC. """
+    logger.info("Rerunning all products for %s" % measurement_id)
+    scc = SCC(auth)
+    scc.login(credential)
+    scc.rerun_all(measurement_id, monitor)
+    scc.logout()
+
+
+def rerun_processing(measurement_id, monitor, auth=BASIC_LOGIN, credential=DJANGO_LOGIN):
+    """ Shortcut function to delete a measurement from the SCC. """
+    logger.info("Rerunning (optical) processing for %s" % measurement_id)
+    scc = SCC(auth)
+    scc.login(credential)
+    scc.rerun_processing(measurement_id, monitor)
+    scc.logout()
+    
+def main():
+    # Define the command line arguments.
+    parser = argparse.ArgumentParser()
+    parser.add_argument("filename", nargs='?', help="Measurement file name or path.", default='')
+    parser.add_argument("system", nargs='?', help="Processing system id.", default=0)
+    parser.add_argument("-p", "--process", help="Wait for the results of the processing.",
+                        action="store_true")
+    parser.add_argument("--delete", help="Measurement ID to delete.")
+    parser.add_argument("--rerun-all", help="Measurement ID to rerun.")
+    parser.add_argument("--rerun-processing", help="Measurement ID to rerun processing routings.")
+
+    # Verbosity settings from http://stackoverflow.com/a/20663028
+    parser.add_argument('-d', '--debug', help="Print debugging information.", action="store_const",
+                        dest="loglevel", const=logging.DEBUG, default=logging.INFO,
+                        )
+    parser.add_argument('-s', '--silent', help="Show only warning and error messages.", action="store_const",
+                        dest="loglevel", const=logging.WARNING
+                        )
+
+    args = parser.parse_args()
+
+    # Get the logger with the appropriate level
+    logging.basicConfig(format='%(levelname)s: %(message)s', level=args.loglevel)
+
+    # If the arguments are OK, try to login on the site and upload.
+    if args.delete:
+        # If the delete is provided, do nothing else
+        delete_measurement(args.delete)
+    elif args.rerun_all:
+        rerun_all(args.rerun_all, args.process)
+    elif args.rerun_processing:
+        rerun_processing(args.rerun_processing, args.process)
+    else:
+        if (args.filename == '') or (args.system == 0):
+            parser.error('Provide a valid filename and system parameters.\nRun with -h for help.\n')
+
+        if args.process:
+            process_file(args.filename, args.system)
+        else:
+            upload_file(args.filename, args.system)
+
+
+# When running through terminal
+if __name__ == '__main__':
+        main()
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scc_access/settings.py	Tue Dec 12 09:20:49 2017 +0200
@@ -0,0 +1,18 @@
+""" This file contains the user-specific settings for the scc_access script. 
+
+You should rename the file settings.sample.py to setting.py.
+"""
+
+# Add here the HTTP user name and password that is needed to access the SCC site.
+BASIC_LOGIN = ('username', 'password')
+
+# Add here the user-name and password that is needed to log in to the SCC site.
+# It is recommended to use credential for a user without management privileges
+DJANGO_LOGIN = ('username', 'password')
+
+# Change this to the directory to download the files
+OUTPUT_DIR = '/path/to/files/scc_output/'
+
+# SCC base URL. Normally you shouldn't need to change that. You should change 
+# this only if you want to use a different SCC installation e.g. a local version.
+BASE_URL = 'https://scc.imaa.cnr.it/'
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/scc_access/settings.sample.py	Tue Dec 12 09:20:49 2017 +0200
@@ -0,0 +1,18 @@
+""" This file contains the user-specific settings for the scc_access script. 
+
+You should rename the file settings.sample.py to setting.py.
+"""
+
+# Add here the HTTP user name and password that is needed to access the SCC site.
+BASIC_LOGIN = ('username', 'password')
+
+# Add here the user-name and password that is needed to log in to the SCC site.
+# It is recommended to use credential for a user without management privileges
+DJANGO_LOGIN = ('username', 'password')
+
+# Change this to the directory to download the files
+OUTPUT_DIR = '/path/to/files/scc_output/'
+
+# SCC base URL. Normally you shouldn't need to change that. You should change 
+# this only if you want to use a different SCC installation e.g. a local version.
+BASE_URL = 'https://scc.imaa.cnr.it/'
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/setup.py	Tue Dec 12 09:20:49 2017 +0200
@@ -0,0 +1,56 @@
+#!/usr/bin/env python
+
+from setuptools import setup
+import os
+import re
+import io
+
+# Read the long description from the readme file
+with open("README.rst", "rb") as f:
+    long_description = f.read().decode("utf-8")
+
+
+# Read the version parameters from the __init__.py file. In this way
+# we keep the version information in a single place.
+def read(*names, **kwargs):
+    with io.open(
+            os.path.join(os.path.dirname(__file__), *names),
+            encoding=kwargs.get("encoding", "utf8")
+    ) as fp:
+        return fp.read()
+
+
+def find_version(*file_paths):
+    version_file = read(*file_paths)
+    version_match = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]",
+                              version_file, re.M)
+    if version_match:
+        return version_match.group(1)
+    raise RuntimeError("Unable to find version string.")
+
+
+# Run setup
+setup(name='scc_access',
+      packages=['scc_access'],
+      version=find_version("scc_access", "scc_access.py"),
+      description='Package for interacting with the Single Calculus Chain through the command line.',
+      long_description=long_description,
+      url='https://bitbucket.org/iannis_b/scc-access/',
+      author='Ioannis Binietoglou',
+      author_email='ioannis@inoe.ro',
+      license='MIT',
+      classifiers=[
+          'Development Status :: 3 - Alpha',
+          'License :: OSI Approved :: MIT License',
+          'Programming Language :: Python :: 2',
+          'Intended Audience :: Science/Research',
+          'Topic :: Scientific/Engineering :: Atmospheric Science',
+      ],
+      keywords='lidar aerosol SCC',
+      install_requires=[
+          "requests"
+      ],
+      entry_points={
+          'console_scripts': ['scc_access = scc_access.scc_access:main'],
+      },
+      )

mercurial