add code for analysis of data

8 files changed, 517 insertions, 0 deletions

diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/INSTALLER b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/INSTALLER
new file mode 100644
index 0000000..a1b589e
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/METADATA b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/METADATA
new file mode 100644
index 0000000..06ad667
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/METADATA
@@ -0,0 +1,244 @@
+Metadata-Version: 2.4
+Name: retrying
+Version: 1.4.1
+Summary: Retrying
+Home-page: https://github.com/groodt/retrying
+Author: Greg Roodt
+License: Apache 2.0
+Keywords: decorator decorators retry retrying exception exponential backoff
+Classifier: Intended Audience :: Developers
+Classifier: Natural Language :: English
+Classifier: License :: OSI Approved :: Apache Software License
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3 :: Only
+Classifier: Programming Language :: Python :: 3.7
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Classifier: Programming Language :: Python :: 3.11
+Classifier: Programming Language :: Python :: 3.12
+Classifier: Programming Language :: Python :: 3.13
+Classifier: Programming Language :: Python :: Implementation :: CPython
+Classifier: Topic :: Internet
+Classifier: Topic :: Utilities
+Requires-Python: >=3.6
+License-File: LICENSE
+License-File: NOTICE
+License-File: AUTHORS.rst
+Dynamic: author
+Dynamic: classifier
+Dynamic: description
+Dynamic: home-page
+Dynamic: keywords
+Dynamic: license
+Dynamic: license-file
+Dynamic: requires-python
+Dynamic: summary
+
+Retrying
+=========================
+Retrying is an Apache 2.0 licensed general-purpose retrying library, written in
+Python, to simplify the task of adding retry behavior to just about anything.
+
+
+The simplest use case is retrying a flaky function whenever an Exception occurs
+until a value is returned.
+
+.. code-block:: python
+
+    import random
+    from retrying import retry
+
+    @retry
+    def do_something_unreliable():
+        if random.randint(0, 10) > 1:
+            raise IOError("Broken sauce, everything is hosed!!!111one")
+        else:
+            return "Awesome sauce!"
+
+    print do_something_unreliable()
+
+
+Features
+--------
+
+- Generic Decorator API
+- Specify stop condition (i.e. limit by number of attempts)
+- Specify wait condition (i.e. exponential backoff sleeping between attempts)
+- Customize retrying on Exceptions
+- Customize retrying on expected returned result
+
+
+Examples
+----------
+
+As you saw above, the default behavior is to retry forever without waiting.
+
+.. code-block:: python
+
+    @retry
+    def never_give_up_never_surrender():
+        print "Retry forever ignoring Exceptions, don't wait between retries"
+
+
+Let's be a little less persistent and set some boundaries, such as the number of attempts before giving up.
+
+.. code-block:: python
+
+    @retry(stop_max_attempt_number=7)
+    def stop_after_7_attempts():
+        print "Stopping after 7 attempts"
+
+We don't have all day, so let's set a boundary for how long we should be retrying stuff.
+
+.. code-block:: python
+
+    @retry(stop_max_delay=10000)
+    def stop_after_10_s():
+        print "Stopping after 10 seconds"
+
+Most things don't like to be polled as fast as possible, so let's just wait 2 seconds between retries.
+
+.. code-block:: python
+
+    @retry(wait_fixed=2000)
+    def wait_2_s():
+        print "Wait 2 second between retries"
+
+
+Some things perform best with a bit of randomness injected.
+
+.. code-block:: python
+
+    @retry(wait_random_min=1000, wait_random_max=2000)
+    def wait_random_1_to_2_s():
+        print "Randomly wait 1 to 2 seconds between retries"
+
+Then again, it's hard to beat exponential backoff when retrying distributed services and other remote endpoints.
+
+.. code-block:: python
+
+    @retry(wait_exponential_multiplier=1000, wait_exponential_max=10000)
+    def wait_exponential_1000():
+        print "Wait 2^x * 1000 milliseconds between each retry, up to 10 seconds, then 10 seconds afterwards"
+
+
+We have a few options for dealing with retries that raise specific or general exceptions, as in the cases here.
+
+.. code-block:: python
+
+    def retry_if_io_error(exception):
+        """Return True if we should retry (in this case when it's an IOError), False otherwise"""
+        return isinstance(exception, IOError)
+
+    @retry(retry_on_exception=retry_if_io_error)
+    def might_io_error():
+        print "Retry forever with no wait if an IOError occurs, raise any other errors"
+
+    @retry(retry_on_exception=retry_if_io_error, wrap_exception=True)
+    def only_raise_retry_error_when_not_io_error():
+        print "Retry forever with no wait if an IOError occurs, raise any other errors wrapped in RetryError"
+
+We can also use the result of the function to alter the behavior of retrying.
+
+.. code-block:: python
+
+    def retry_if_result_none(result):
+        """Return True if we should retry (in this case when result is None), False otherwise"""
+        return result is None
+
+    @retry(retry_on_result=retry_if_result_none)
+    def might_return_none():
+        print "Retry forever ignoring Exceptions with no wait if return value is None"
+
+
+Any combination of stop, wait, etc. is also supported to give you the freedom to mix and match.
+
+Contribute
+----------
+
+#. Check for open issues or open a fresh issue to start a discussion around a feature idea or a bug.
+#. Fork `the repository`_ on GitHub to start making your changes to the **master** branch (or branch off of it).
+#. Write a test which shows that the bug was fixed or that the feature works as expected.
+#. Send a pull request and bug the maintainer until it gets merged and published. :) Make sure to add yourself to AUTHORS_.
+
+.. _`the repository`: http://github.com/groodt/retrying
+.. _AUTHORS: https://github.com/groodt/retrying/blob/master/AUTHORS.rst
+
+
+.. :changelog:
+
+History
+-------
+1.4.0 (2025-06-24)
+++++++++++++++++++
+- Require Python 3.6+
+
+1.3.6 (2025-06-24)
+++++++++++++++++++
+- Restore Python 2 compatibility
+
+1.3.5 (2025-06-22)
+++++++++++++++++++
+- Remove six dependency
+- Add basic logging support
+- Fix tests and add GHA
+- Accept Exception type for retry_on_exception
+
+1.3.4 (2022-09-03)
+++++++++++++++++++
+- Added Greg Roodt as maintainer
+- Formatted code with black
+- Updated repository references
+
+1.3.3 (2014-12-14)
+++++++++++++++++++
+- Add minimum six version of 1.7.0 since anything less will break things
+
+1.3.2 (2014-11-09)
+++++++++++++++++++
+- Ensure we wrap the decorated functions to prevent information loss
+- Allow a jitter value to be passed in
+
+1.3.1 (2014-09-30)
+++++++++++++++++++
+- Add requirements.txt to MANIFEST.in to fix pip installs
+
+1.3.0 (2014-09-30)
+++++++++++++++++++
+- Add upstream six dependency, remove embedded six functionality
+
+1.2.3 (2014-08-25)
+++++++++++++++++++
+- Add support for custom wait and stop functions
+
+1.2.2 (2014-06-20)
+++++++++++++++++++
+- Bug fix to not raise a RetryError on failure when exceptions aren't being wrapped
+
+1.2.1 (2014-05-05)
+++++++++++++++++++
+- Bug fix for explicitly passing in a wait type
+
+1.2.0 (2014-05-04)
+++++++++++++++++++
+- Remove the need for explicit specification of stop/wait types when they can be inferred
+- Add a little checking for exception propagation
+
+1.1.0 (2014-03-31)
+++++++++++++++++++
+- Added proper exception propagation through reraising with Python 2.6, 2.7, and 3.2 compatibility
+- Update test suite for behavior changes
+
+1.0.1 (2013-03-20)
+++++++++++++++++++
+- Fixed a bug where classes not extending from the Python exception hierarchy could slip through
+- Update test suite for custom Python exceptions
+
+1.0.0 (2013-01-21)
+++++++++++++++++++
+- First stable, tested version now exists
+- Apache 2.0 license applied
+- Sanitizing some setup.py and test suite running
+- Added Travis CI support
diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/RECORD b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/RECORD
new file mode 100644
index 0000000..cfd7bed
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/RECORD
@@ -0,0 +1,10 @@
+__pycache__/retrying.cpython-38.pyc,,

+retrying-1.4.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4

+retrying-1.4.1.dist-info/METADATA,sha256=lSd7VepdRZw4Jd9vkXBxOBcBUUUh-vdDqtsjwoNdhJs,7478

+retrying-1.4.1.dist-info/RECORD,,

+retrying-1.4.1.dist-info/WHEEL,sha256=_zCd3N1l69ArxyTb8rzEoP9TpbYXkqRFSNOD5OuxnTs,91

+retrying-1.4.1.dist-info/licenses/AUTHORS.rst,sha256=T00I8i2JDKWZKv8R_LvS9C1Dk5S53MIbnUIrNhgOKtw,584

+retrying-1.4.1.dist-info/licenses/LICENSE,sha256=WNHhf_5RCaeuKWyq_K39vmp9F28LxKsB4SpomwSZ2L0,11357

+retrying-1.4.1.dist-info/licenses/NOTICE,sha256=LJSUEWTYuj4wKdVqGpMWFC49IfSklVmu8MYhbWyZDr8,550

+retrying-1.4.1.dist-info/top_level.txt,sha256=Aq_0tUMcxGxrQRe4aHi-VVSo2MPzZVLtT0pAxNLUs_E,9

+retrying.py,sha256=OS-Bdyc-iLUQq7Y_e0JpXJ58DMcq2ql7oUpDdmBxEtg,12267

diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/WHEEL b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/WHEEL
new file mode 100644
index 0000000..e7fa31b
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (80.9.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/AUTHORS.rst b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/AUTHORS.rst
new file mode 100644
index 0000000..f390cb4
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/AUTHORS.rst
@@ -0,0 +1,41 @@
+Retrying is maintained by Greg Roodt and
+various contributors:
+
+Lead Maintainer
+````````````````
+
+- Greg Roodt
+
+
+Original Author
+````````````````
+
+- Ray Holder
+
+
+Contributors
+```````````````````````
+
+- Anthony McClosky
+- Jason Dunkelberger
+- Justin Turner Arthur
+- J Derek Wilson
+- Alex Kuang
+- Simon Dollé
+- Rees Dooley
+- Saul Shanabrook
+- Daniel Nephin
+- Simeon Visser
+- Joshua Harlow
+- Pierre-Yves Chibon
+- Haïkel Guémar
+- Thomas Goirand
+- James Page
+- Josh Marshall
+- Dougal Matthews
+- Monty Taylor
+- Maxym Shalenyi
+- Jonathan Herriott
+- Job Evers
+- Cyrus Durgin
+- Hugo Klepsch
\ No newline at end of file
diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/LICENSE b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/LICENSE
new file mode 100644
index 0000000..7a4a3ea
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/LICENSE
@@ -0,0 +1,202 @@
+
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diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/NOTICE b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/NOTICE
new file mode 100644
index 0000000..18434bc
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/licenses/NOTICE
@@ -0,0 +1,13 @@
+Copyright 2013 Ray Holder
+
+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
+
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diff --git a/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/top_level.txt b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/top_level.txt
new file mode 100644
index 0000000..16f59d3
--- /dev/null
+++ b/venv/lib/python3.8/site-packages/retrying-1.4.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+retrying