diff --git a/.gitattributes b/.gitattributes
index 928cdca5d622fbb1af55252d20e5aa3d02a560c2..1268d554a1d3abd0c95d083f64d4d432749a41e2 100644
--- a/.gitattributes
+++ b/.gitattributes
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+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/METADATA
@@ -0,0 +1,33 @@
+Metadata-Version: 2.4
+Name: tzdata
+Version: 2025.3
+Summary: Provider of IANA time zone data
+Home-page: https://github.com/python/tzdata
+Author: Python Software Foundation
+Author-email: datetime-sig@python.org
+License: Apache-2.0
+Project-URL: Bug Reports, https://github.com/python/tzdata/issues
+Project-URL: Source, https://github.com/python/tzdata
+Project-URL: Documentation, https://tzdata.readthedocs.io
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 3
+Requires-Python: >=2
+Description-Content-Type: text/x-rst
+License-File: LICENSE
+License-File: licenses/LICENSE_APACHE
+Dynamic: license-file
+
+tzdata: Python package providing IANA time zone data
+====================================================
+
+This is a Python package containing ``zic``-compiled binaries for the IANA time
+zone database. It is intended to be a fallback for systems that do not have
+system time zone data installed (or don't have it installed in a standard
+location), as a part of `PEP 615 `_
+
+This repository generates a ``pip``-installable package, published on PyPI as
+`tzdata `_.
+
+For more information, see `the documentation `_.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/RECORD b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..1510acce4b02763bc247157415c68fc22530b6cd
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/RECORD
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+Generator: setuptools (80.9.0)
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+Tag: py3-none-any
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/LICENSE b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..c2f84aeb06f7a520b7cf17bdd9c9c3854dc4c469
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/LICENSE
@@ -0,0 +1,15 @@
+Apache Software License 2.0
+
+Copyright (c) 2020, Paul Ganssle (Google)
+
+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.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/licenses/LICENSE_APACHE b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/licenses/LICENSE_APACHE
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--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata-2025.3.dist-info/licenses/licenses/LICENSE_APACHE
@@ -0,0 +1,201 @@
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/Pacific/Wallis b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/Pacific/Wallis
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/Pacific/Yap b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/Pacific/Yap
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Alaska b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Alaska
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Aleutian b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Aleutian
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Arizona b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Arizona
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Central b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Central
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/East-Indiana b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/East-Indiana
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Eastern b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Eastern
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Hawaii b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Hawaii
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Indiana-Starke b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Indiana-Starke
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Michigan b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Michigan
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Mountain b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Mountain
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Pacific b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Pacific
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Samoa b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/Samoa
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diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/US/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/iso3166.tab b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/iso3166.tab
new file mode 100644
index 0000000000000000000000000000000000000000..4ae35234b9722a8b673823e67106479eae6d31a6
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/iso3166.tab
@@ -0,0 +1,279 @@
+# ISO 3166 alpha-2 country codes
+#
+# This file is in the public domain, so clarified as of
+# 2009-05-17 by Arthur David Olson.
+#
+# From Paul Eggert (2025-07-01):
+# This file contains a table of two-letter country codes. Columns are
+# separated by a single tab. Lines beginning with ‘#’ are comments.
+# All text uses UTF-8 encoding. The columns of the table are as follows:
+#
+# 1. ISO 3166-1 alpha-2 country code, current as of
+# ISO/TC 46 N1127 (2024-02-29). See: ISO/TC 46 Documents
+# https://www.iso.org/committee/48750.html?view=documents
+# 2. The usual English name for the coded region. This sometimes
+# departs from ISO-listed names, sometimes so that sorted subsets
+# of names are useful (e.g., “Samoa (American)” and “Samoa
+# (western)” rather than “American Samoa” and “Samoa”),
+# sometimes to avoid confusion among non-experts (e.g.,
+# “Czech Republic” and “Turkey” rather than “Czechia” and “Türkiye”),
+# and sometimes to omit needless detail or churn (e.g., “Netherlands”
+# rather than “Netherlands (the)” or “Netherlands (Kingdom of the)”).
+#
+# The table is sorted by country code.
+#
+# This table is intended as an aid for users, to help them select time
+# zone data appropriate for their practical needs. It is not intended
+# to take or endorse any position on legal or territorial claims.
+#
+#country-
+#code name of country, territory, area, or subdivision
+AD Andorra
+AE United Arab Emirates
+AF Afghanistan
+AG Antigua & Barbuda
+AI Anguilla
+AL Albania
+AM Armenia
+AO Angola
+AQ Antarctica
+AR Argentina
+AS Samoa (American)
+AT Austria
+AU Australia
+AW Aruba
+AX Åland Islands
+AZ Azerbaijan
+BA Bosnia & Herzegovina
+BB Barbados
+BD Bangladesh
+BE Belgium
+BF Burkina Faso
+BG Bulgaria
+BH Bahrain
+BI Burundi
+BJ Benin
+BL St Barthelemy
+BM Bermuda
+BN Brunei
+BO Bolivia
+BQ Caribbean NL
+BR Brazil
+BS Bahamas
+BT Bhutan
+BV Bouvet Island
+BW Botswana
+BY Belarus
+BZ Belize
+CA Canada
+CC Cocos (Keeling) Islands
+CD Congo (Dem. Rep.)
+CF Central African Rep.
+CG Congo (Rep.)
+CH Switzerland
+CI Côte d’Ivoire
+CK Cook Islands
+CL Chile
+CM Cameroon
+CN China
+CO Colombia
+CR Costa Rica
+CU Cuba
+CV Cape Verde
+CW Curaçao
+CX Christmas Island
+CY Cyprus
+CZ Czech Republic
+DE Germany
+DJ Djibouti
+DK Denmark
+DM Dominica
+DO Dominican Republic
+DZ Algeria
+EC Ecuador
+EE Estonia
+EG Egypt
+EH Western Sahara
+ER Eritrea
+ES Spain
+ET Ethiopia
+FI Finland
+FJ Fiji
+FK Falkland Islands
+FM Micronesia
+FO Faroe Islands
+FR France
+GA Gabon
+GB Britain (UK)
+GD Grenada
+GE Georgia
+GF French Guiana
+GG Guernsey
+GH Ghana
+GI Gibraltar
+GL Greenland
+GM Gambia
+GN Guinea
+GP Guadeloupe
+GQ Equatorial Guinea
+GR Greece
+GS South Georgia & the South Sandwich Islands
+GT Guatemala
+GU Guam
+GW Guinea-Bissau
+GY Guyana
+HK Hong Kong
+HM Heard Island & McDonald Islands
+HN Honduras
+HR Croatia
+HT Haiti
+HU Hungary
+ID Indonesia
+IE Ireland
+IL Israel
+IM Isle of Man
+IN India
+IO British Indian Ocean Territory
+IQ Iraq
+IR Iran
+IS Iceland
+IT Italy
+JE Jersey
+JM Jamaica
+JO Jordan
+JP Japan
+KE Kenya
+KG Kyrgyzstan
+KH Cambodia
+KI Kiribati
+KM Comoros
+KN St Kitts & Nevis
+KP Korea (North)
+KR Korea (South)
+KW Kuwait
+KY Cayman Islands
+KZ Kazakhstan
+LA Laos
+LB Lebanon
+LC St Lucia
+LI Liechtenstein
+LK Sri Lanka
+LR Liberia
+LS Lesotho
+LT Lithuania
+LU Luxembourg
+LV Latvia
+LY Libya
+MA Morocco
+MC Monaco
+MD Moldova
+ME Montenegro
+MF St Martin (French)
+MG Madagascar
+MH Marshall Islands
+MK North Macedonia
+ML Mali
+MM Myanmar (Burma)
+MN Mongolia
+MO Macau
+MP Northern Mariana Islands
+MQ Martinique
+MR Mauritania
+MS Montserrat
+MT Malta
+MU Mauritius
+MV Maldives
+MW Malawi
+MX Mexico
+MY Malaysia
+MZ Mozambique
+NA Namibia
+NC New Caledonia
+NE Niger
+NF Norfolk Island
+NG Nigeria
+NI Nicaragua
+NL Netherlands
+NO Norway
+NP Nepal
+NR Nauru
+NU Niue
+NZ New Zealand
+OM Oman
+PA Panama
+PE Peru
+PF French Polynesia
+PG Papua New Guinea
+PH Philippines
+PK Pakistan
+PL Poland
+PM St Pierre & Miquelon
+PN Pitcairn
+PR Puerto Rico
+PS Palestine
+PT Portugal
+PW Palau
+PY Paraguay
+QA Qatar
+RE Réunion
+RO Romania
+RS Serbia
+RU Russia
+RW Rwanda
+SA Saudi Arabia
+SB Solomon Islands
+SC Seychelles
+SD Sudan
+SE Sweden
+SG Singapore
+SH St Helena
+SI Slovenia
+SJ Svalbard & Jan Mayen
+SK Slovakia
+SL Sierra Leone
+SM San Marino
+SN Senegal
+SO Somalia
+SR Suriname
+SS South Sudan
+ST Sao Tome & Principe
+SV El Salvador
+SX St Maarten (Dutch)
+SY Syria
+SZ Eswatini (Swaziland)
+TC Turks & Caicos Is
+TD Chad
+TF French S. Terr.
+TG Togo
+TH Thailand
+TJ Tajikistan
+TK Tokelau
+TL East Timor
+TM Turkmenistan
+TN Tunisia
+TO Tonga
+TR Turkey
+TT Trinidad & Tobago
+TV Tuvalu
+TW Taiwan
+TZ Tanzania
+UA Ukraine
+UG Uganda
+UM US minor outlying islands
+US United States
+UY Uruguay
+UZ Uzbekistan
+VA Vatican City
+VC St Vincent
+VE Venezuela
+VG Virgin Islands (UK)
+VI Virgin Islands (US)
+VN Vietnam
+VU Vanuatu
+WF Wallis & Futuna
+WS Samoa (western)
+YE Yemen
+YT Mayotte
+ZA South Africa
+ZM Zambia
+ZW Zimbabwe
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/leapseconds b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/leapseconds
new file mode 100644
index 0000000000000000000000000000000000000000..2a42c83efe16c3c8da4d750df0a82be4908c8896
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/leapseconds
@@ -0,0 +1,86 @@
+# Allowance for leap seconds added to each time zone file.
+
+# This file is in the public domain.
+
+# This file is generated automatically from the data in the public-domain
+# NIST/IERS format leap-seconds.list file, which can be copied from
+#
+# or via a less-secure protocol and with different comments and
+# less volatile last-modified and expiration timestamps, from
+# .
+# For more about leap-seconds.list, please see
+# The NTP Timescale and Leap Seconds
+# .
+
+# The rules for leap seconds are specified in Annex 1 (Time scales) of:
+# Standard-frequency and time-signal emissions.
+# International Telecommunication Union - Radiocommunication Sector
+# (ITU-R) Recommendation TF.460-6 (02/2002)
+# .
+# The International Earth Rotation and Reference Systems Service (IERS)
+# periodically uses leap seconds to keep UTC to within 0.9 s of UT1
+# (a proxy for Earth's angle in space as measured by astronomers)
+# and publishes leap second data in a copyrighted file
+# .
+# See: Levine J. Coordinated Universal Time and the leap second.
+# URSI Radio Sci Bull. 2016;89(4):30-6. doi:10.23919/URSIRSB.2016.7909995
+# .
+
+# There were no leap seconds before 1972, as no official mechanism
+# accounted for the discrepancy between atomic time (TAI) and the earth's
+# rotation. The first ("1 Jan 1972") data line in leap-seconds.list
+# does not denote a leap second; it denotes the start of the current definition
+# of UTC.
+
+# All leap-seconds are Stationary (S) at the given UTC time.
+# The correction (+ or -) is made at the given time, so in the unlikely
+# event of a negative leap second, a line would look like this:
+# Leap YEAR MON DAY 23:59:59 - S
+# Typical lines look like this:
+# Leap YEAR MON DAY 23:59:60 + S
+Leap 1972 Jun 30 23:59:60 + S
+Leap 1972 Dec 31 23:59:60 + S
+Leap 1973 Dec 31 23:59:60 + S
+Leap 1974 Dec 31 23:59:60 + S
+Leap 1975 Dec 31 23:59:60 + S
+Leap 1976 Dec 31 23:59:60 + S
+Leap 1977 Dec 31 23:59:60 + S
+Leap 1978 Dec 31 23:59:60 + S
+Leap 1979 Dec 31 23:59:60 + S
+Leap 1981 Jun 30 23:59:60 + S
+Leap 1982 Jun 30 23:59:60 + S
+Leap 1983 Jun 30 23:59:60 + S
+Leap 1985 Jun 30 23:59:60 + S
+Leap 1987 Dec 31 23:59:60 + S
+Leap 1989 Dec 31 23:59:60 + S
+Leap 1990 Dec 31 23:59:60 + S
+Leap 1992 Jun 30 23:59:60 + S
+Leap 1993 Jun 30 23:59:60 + S
+Leap 1994 Jun 30 23:59:60 + S
+Leap 1995 Dec 31 23:59:60 + S
+Leap 1997 Jun 30 23:59:60 + S
+Leap 1998 Dec 31 23:59:60 + S
+Leap 2005 Dec 31 23:59:60 + S
+Leap 2008 Dec 31 23:59:60 + S
+Leap 2012 Jun 30 23:59:60 + S
+Leap 2015 Jun 30 23:59:60 + S
+Leap 2016 Dec 31 23:59:60 + S
+
+# UTC timestamp when this leap second list expires.
+# Any additional leap seconds will come after this.
+# This Expires line is commented out for now,
+# so that pre-2020a zic implementations do not reject this file.
+#Expires 2026 Jun 28 00:00:00
+
+# Here are POSIX timestamps for the data in this file.
+# "#updated" gives the last time the leap seconds data changed
+# or, if this file was derived from the IERS leap-seconds.list,
+# the last time that file changed in any way.
+# "#expires" gives the first time this file might be wrong;
+# if this file was derived from the IERS leap-seconds.list,
+# this is typically a bit less than one year after "updated".
+#updated 1751846400 (2025-07-07 00:00:00 UTC)
+#expires 1782604800 (2026-06-28 00:00:00 UTC)
+
+# Updated through IERS Bulletin C (https://hpiers.obspm.fr/iers/bul/bulc/bulletinc.dat)
+# File expires on 28 June 2026
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/tzdata.zi b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/tzdata.zi
new file mode 100644
index 0000000000000000000000000000000000000000..c56f67c02f6d2ef01b80e7fc568fcdd7d53e69cd
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/tzdata.zi
@@ -0,0 +1,4298 @@
+# version 2025c
+# This zic input file is in the public domain.
+R d 1916 o - Jun 14 23s 1 S
+R d 1916 1919 - O Su>=1 23s 0 -
+R d 1917 o - Mar 24 23s 1 S
+R d 1918 o - Mar 9 23s 1 S
+R d 1919 o - Mar 1 23s 1 S
+R d 1920 o - F 14 23s 1 S
+R d 1920 o - O 23 23s 0 -
+R d 1921 o - Mar 14 23s 1 S
+R d 1921 o - Jun 21 23s 0 -
+R d 1939 o - S 11 23s 1 S
+R d 1939 o - N 19 1 0 -
+R d 1944 1945 - Ap M>=1 2 1 S
+R d 1944 o - O 8 2 0 -
+R d 1945 o - S 16 1 0 -
+R d 1971 o - Ap 25 23s 1 S
+R d 1971 o - S 26 23s 0 -
+R d 1977 o - May 6 0 1 S
+R d 1977 o - O 21 0 0 -
+R d 1978 o - Mar 24 1 1 S
+R d 1978 o - S 22 3 0 -
+R d 1980 o - Ap 25 0 1 S
+R d 1980 o - O 31 2 0 -
+R K 1940 o - Jul 15 0 1 S
+R K 1940 o - O 1 0 0 -
+R K 1941 o - Ap 15 0 1 S
+R K 1941 o - S 16 0 0 -
+R K 1942 1944 - Ap 1 0 1 S
+R K 1942 o - O 27 0 0 -
+R K 1943 1945 - N 1 0 0 -
+R K 1945 o - Ap 16 0 1 S
+R K 1957 o - May 10 0 1 S
+R K 1957 1958 - O 1 0 0 -
+R K 1958 o - May 1 0 1 S
+R K 1959 1981 - May 1 1 1 S
+R K 1959 1965 - S 30 3 0 -
+R K 1966 1994 - O 1 3 0 -
+R K 1982 o - Jul 25 1 1 S
+R K 1983 o - Jul 12 1 1 S
+R K 1984 1988 - May 1 1 1 S
+R K 1989 o - May 6 1 1 S
+R K 1990 1994 - May 1 1 1 S
+R K 1995 2010 - Ap lastF 0s 1 S
+R K 1995 2005 - S lastTh 24 0 -
+R K 2006 o - S 21 24 0 -
+R K 2007 o - S Th>=1 24 0 -
+R K 2008 o - Au lastTh 24 0 -
+R K 2009 o - Au 20 24 0 -
+R K 2010 o - Au 10 24 0 -
+R K 2010 o - S 9 24 1 S
+R K 2010 o - S lastTh 24 0 -
+R K 2014 o - May 15 24 1 S
+R K 2014 o - Jun 26 24 0 -
+R K 2014 o - Jul 31 24 1 S
+R K 2014 o - S lastTh 24 0 -
+R K 2023 ma - Ap lastF 0 1 S
+R K 2023 ma - O lastTh 24 0 -
+R L 1951 o - O 14 2 1 S
+R L 1952 o - Ja 1 0 0 -
+R L 1953 o - O 9 2 1 S
+R L 1954 o - Ja 1 0 0 -
+R L 1955 o - S 30 0 1 S
+R L 1956 o - Ja 1 0 0 -
+R L 1982 1984 - Ap 1 0 1 S
+R L 1982 1985 - O 1 0 0 -
+R L 1985 o - Ap 6 0 1 S
+R L 1986 o - Ap 4 0 1 S
+R L 1986 o - O 3 0 0 -
+R L 1987 1989 - Ap 1 0 1 S
+R L 1987 1989 - O 1 0 0 -
+R L 1997 o - Ap 4 0 1 S
+R L 1997 o - O 4 0 0 -
+R L 2013 o - Mar lastF 1 1 S
+R L 2013 o - O lastF 2 0 -
+R MU 1982 o - O 10 0 1 -
+R MU 1983 o - Mar 21 0 0 -
+R MU 2008 o - O lastSu 2 1 -
+R MU 2009 o - Mar lastSu 2 0 -
+R M 1939 o - S 12 0 1 -
+R M 1939 o - N 19 0 0 -
+R M 1940 o - F 25 0 1 -
+R M 1945 o - N 18 0 0 -
+R M 1950 o - Jun 11 0 1 -
+R M 1950 o - O 29 0 0 -
+R M 1967 o - Jun 3 12 1 -
+R M 1967 o - O 1 0 0 -
+R M 1974 o - Jun 24 0 1 -
+R M 1974 o - S 1 0 0 -
+R M 1976 1977 - May 1 0 1 -
+R M 1976 o - Au 1 0 0 -
+R M 1977 o - S 28 0 0 -
+R M 1978 o - Jun 1 0 1 -
+R M 1978 o - Au 4 0 0 -
+R M 2008 o - Jun 1 0 1 -
+R M 2008 o - S 1 0 0 -
+R M 2009 o - Jun 1 0 1 -
+R M 2009 o - Au 21 0 0 -
+R M 2010 o - May 2 0 1 -
+R M 2010 o - Au 8 0 0 -
+R M 2011 o - Ap 3 0 1 -
+R M 2011 o - Jul 31 0 0 -
+R M 2012 2013 - Ap lastSu 2 1 -
+R M 2012 o - Jul 20 3 0 -
+R M 2012 o - Au 20 2 1 -
+R M 2012 o - S 30 3 0 -
+R M 2013 o - Jul 7 3 0 -
+R M 2013 o - Au 10 2 1 -
+R M 2013 2018 - O lastSu 3 0 -
+R M 2014 2018 - Mar lastSu 2 1 -
+R M 2014 o - Jun 28 3 0 -
+R M 2014 o - Au 2 2 1 -
+R M 2015 o - Jun 14 3 0 -
+R M 2015 o - Jul 19 2 1 -
+R M 2016 o - Jun 5 3 0 -
+R M 2016 o - Jul 10 2 1 -
+R M 2017 o - May 21 3 0 -
+R M 2017 o - Jul 2 2 1 -
+R M 2018 o - May 13 3 0 -
+R M 2018 o - Jun 17 2 1 -
+R M 2019 o - May 5 3 -1 -
+R M 2019 o - Jun 9 2 0 -
+R M 2020 o - Ap 19 3 -1 -
+R M 2020 o - May 31 2 0 -
+R M 2021 o - Ap 11 3 -1 -
+R M 2021 o - May 16 2 0 -
+R M 2022 o - Mar 27 3 -1 -
+R M 2022 o - May 8 2 0 -
+R M 2023 o - Mar 19 3 -1 -
+R M 2023 o - Ap 23 2 0 -
+R M 2024 o - Mar 10 3 -1 -
+R M 2024 o - Ap 14 2 0 -
+R M 2025 o - F 23 3 -1 -
+R M 2025 o - Ap 6 2 0 -
+R M 2026 o - F 15 3 -1 -
+R M 2026 o - Mar 22 2 0 -
+R M 2027 o - F 7 3 -1 -
+R M 2027 o - Mar 14 2 0 -
+R M 2028 o - Ja 23 3 -1 -
+R M 2028 o - Mar 5 2 0 -
+R M 2029 o - Ja 14 3 -1 -
+R M 2029 o - F 18 2 0 -
+R M 2029 o - D 30 3 -1 -
+R M 2030 o - F 10 2 0 -
+R M 2030 o - D 22 3 -1 -
+R M 2031 o - Ja 26 2 0 -
+R M 2031 o - D 14 3 -1 -
+R M 2032 o - Ja 18 2 0 -
+R M 2032 o - N 28 3 -1 -
+R M 2033 o - Ja 9 2 0 -
+R M 2033 o - N 20 3 -1 -
+R M 2033 o - D 25 2 0 -
+R M 2034 o - N 5 3 -1 -
+R M 2034 o - D 17 2 0 -
+R M 2035 o - O 28 3 -1 -
+R M 2035 o - D 9 2 0 -
+R M 2036 o - O 19 3 -1 -
+R M 2036 o - N 23 2 0 -
+R M 2037 o - O 4 3 -1 -
+R M 2037 o - N 15 2 0 -
+R M 2038 o - S 26 3 -1 -
+R M 2038 o - O 31 2 0 -
+R M 2039 o - S 18 3 -1 -
+R M 2039 o - O 23 2 0 -
+R M 2040 o - S 2 3 -1 -
+R M 2040 o - O 14 2 0 -
+R M 2041 o - Au 25 3 -1 -
+R M 2041 o - S 29 2 0 -
+R M 2042 o - Au 10 3 -1 -
+R M 2042 o - S 21 2 0 -
+R M 2043 o - Au 2 3 -1 -
+R M 2043 o - S 13 2 0 -
+R M 2044 o - Jul 24 3 -1 -
+R M 2044 o - Au 28 2 0 -
+R M 2045 o - Jul 9 3 -1 -
+R M 2045 o - Au 20 2 0 -
+R M 2046 o - Jul 1 3 -1 -
+R M 2046 o - Au 5 2 0 -
+R M 2047 o - Jun 23 3 -1 -
+R M 2047 o - Jul 28 2 0 -
+R M 2048 o - Jun 7 3 -1 -
+R M 2048 o - Jul 19 2 0 -
+R M 2049 o - May 30 3 -1 -
+R M 2049 o - Jul 4 2 0 -
+R M 2050 o - May 15 3 -1 -
+R M 2050 o - Jun 26 2 0 -
+R M 2051 o - May 7 3 -1 -
+R M 2051 o - Jun 18 2 0 -
+R M 2052 o - Ap 28 3 -1 -
+R M 2052 o - Jun 2 2 0 -
+R M 2053 o - Ap 13 3 -1 -
+R M 2053 o - May 25 2 0 -
+R M 2054 o - Ap 5 3 -1 -
+R M 2054 o - May 10 2 0 -
+R M 2055 o - Mar 28 3 -1 -
+R M 2055 o - May 2 2 0 -
+R M 2056 o - Mar 12 3 -1 -
+R M 2056 o - Ap 23 2 0 -
+R M 2057 o - Mar 4 3 -1 -
+R M 2057 o - Ap 8 2 0 -
+R M 2058 o - F 17 3 -1 -
+R M 2058 o - Mar 31 2 0 -
+R M 2059 o - F 9 3 -1 -
+R M 2059 o - Mar 23 2 0 -
+R M 2060 o - F 1 3 -1 -
+R M 2060 o - Mar 7 2 0 -
+R M 2061 o - Ja 16 3 -1 -
+R M 2061 o - F 27 2 0 -
+R M 2062 o - Ja 8 3 -1 -
+R M 2062 o - F 12 2 0 -
+R M 2062 o - D 31 3 -1 -
+R M 2063 o - F 4 2 0 -
+R M 2063 o - D 16 3 -1 -
+R M 2064 o - Ja 27 2 0 -
+R M 2064 o - D 7 3 -1 -
+R M 2065 o - Ja 11 2 0 -
+R M 2065 o - N 22 3 -1 -
+R M 2066 o - Ja 3 2 0 -
+R M 2066 o - N 14 3 -1 -
+R M 2066 o - D 26 2 0 -
+R M 2067 o - N 6 3 -1 -
+R M 2067 o - D 11 2 0 -
+R M 2068 o - O 21 3 -1 -
+R M 2068 o - D 2 2 0 -
+R M 2069 o - O 13 3 -1 -
+R M 2069 o - N 17 2 0 -
+R M 2070 o - O 5 3 -1 -
+R M 2070 o - N 9 2 0 -
+R M 2071 o - S 20 3 -1 -
+R M 2071 o - N 1 2 0 -
+R M 2072 o - S 11 3 -1 -
+R M 2072 o - O 16 2 0 -
+R M 2073 o - Au 27 3 -1 -
+R M 2073 o - O 8 2 0 -
+R M 2074 o - Au 19 3 -1 -
+R M 2074 o - S 30 2 0 -
+R M 2075 o - Au 11 3 -1 -
+R M 2075 o - S 15 2 0 -
+R M 2076 o - Jul 26 3 -1 -
+R M 2076 o - S 6 2 0 -
+R M 2077 o - Jul 18 3 -1 -
+R M 2077 o - Au 22 2 0 -
+R M 2078 o - Jul 10 3 -1 -
+R M 2078 o - Au 14 2 0 -
+R M 2079 o - Jun 25 3 -1 -
+R M 2079 o - Au 6 2 0 -
+R M 2080 o - Jun 16 3 -1 -
+R M 2080 o - Jul 21 2 0 -
+R M 2081 o - Jun 1 3 -1 -
+R M 2081 o - Jul 13 2 0 -
+R M 2082 o - May 24 3 -1 -
+R M 2082 o - Jun 28 2 0 -
+R M 2083 o - May 16 3 -1 -
+R M 2083 o - Jun 20 2 0 -
+R M 2084 o - Ap 30 3 -1 -
+R M 2084 o - Jun 11 2 0 -
+R M 2085 o - Ap 22 3 -1 -
+R M 2085 o - May 27 2 0 -
+R M 2086 o - Ap 14 3 -1 -
+R M 2086 o - May 19 2 0 -
+R M 2087 o - Mar 30 3 -1 -
+R M 2087 o - May 11 2 0 -
+R NA 1994 o - Mar 21 0 -1 WAT
+R NA 1994 2017 - S Su>=1 2 0 CAT
+R NA 1995 2017 - Ap Su>=1 2 -1 WAT
+R SA 1942 1943 - S Su>=15 2 1 -
+R SA 1943 1944 - Mar Su>=15 2 0 -
+R SD 1970 o - May 1 0 1 S
+R SD 1970 1985 - O 15 0 0 -
+R SD 1971 o - Ap 30 0 1 S
+R SD 1972 1985 - Ap lastSu 0 1 S
+R n 1939 o - Ap 15 23s 1 S
+R n 1939 o - N 18 23s 0 -
+R n 1940 o - F 25 23s 1 S
+R n 1941 o - O 6 0 0 -
+R n 1942 o - Mar 9 0 1 S
+R n 1942 o - N 2 3 0 -
+R n 1943 o - Mar 29 2 1 S
+R n 1943 o - Ap 17 2 0 -
+R n 1943 o - Ap 25 2 1 S
+R n 1943 o - O 4 2 0 -
+R n 1944 1945 - Ap M>=1 2 1 S
+R n 1944 o - O 8 0 0 -
+R n 1945 o - S 16 0 0 -
+R n 1977 o - Ap 30 0s 1 S
+R n 1977 o - S 24 0s 0 -
+R n 1978 o - May 1 0s 1 S
+R n 1978 o - O 1 0s 0 -
+R n 1988 o - Jun 1 0s 1 S
+R n 1988 1990 - S lastSu 0s 0 -
+R n 1989 o - Mar 26 0s 1 S
+R n 1990 o - May 1 0s 1 S
+R n 2005 o - May 1 0s 1 S
+R n 2005 o - S 30 1s 0 -
+R n 2006 2008 - Mar lastSu 2s 1 S
+R n 2006 2008 - O lastSu 2s 0 -
+R Tr 2005 ma - Mar lastSu 1u 2 +02
+R Tr 2004 ma - O lastSu 1u 0 +00
+R AM 2011 o - Mar lastSu 2s 1 -
+R AM 2011 o - O lastSu 2s 0 -
+R AZ 1997 2015 - Mar lastSu 4 1 -
+R AZ 1997 2015 - O lastSu 5 0 -
+R BD 2009 o - Jun 19 23 1 -
+R BD 2009 o - D 31 24 0 -
+R Sh 1919 o - Ap 12 24 1 D
+R Sh 1919 o - S 30 24 0 S
+R Sh 1940 o - Jun 1 0 1 D
+R Sh 1940 o - O 12 24 0 S
+R Sh 1941 o - Mar 15 0 1 D
+R Sh 1941 o - N 1 24 0 S
+R Sh 1942 o - Ja 31 0 1 D
+R Sh 1945 o - S 1 24 0 S
+R Sh 1946 o - May 15 0 1 D
+R Sh 1946 o - S 30 24 0 S
+R Sh 1947 o - Ap 15 0 1 D
+R Sh 1947 o - O 31 24 0 S
+R Sh 1948 1949 - May 1 0 1 D
+R Sh 1948 1949 - S 30 24 0 S
+R CN 1986 o - May 4 2 1 D
+R CN 1986 1991 - S Su>=11 2 0 S
+R CN 1987 1991 - Ap Su>=11 2 1 D
+R HK 1946 o - Ap 21 0 1 S
+R HK 1946 o - D 1 3:30s 0 -
+R HK 1947 o - Ap 13 3:30s 1 S
+R HK 1947 o - N 30 3:30s 0 -
+R HK 1948 o - May 2 3:30s 1 S
+R HK 1948 1952 - O Su>=28 3:30s 0 -
+R HK 1949 1953 - Ap Su>=1 3:30 1 S
+R HK 1953 1964 - O Su>=31 3:30 0 -
+R HK 1954 1964 - Mar Su>=18 3:30 1 S
+R HK 1965 1976 - Ap Su>=16 3:30 1 S
+R HK 1965 1976 - O Su>=16 3:30 0 -
+R HK 1973 o - D 30 3:30 1 S
+R HK 1979 o - May 13 3:30 1 S
+R HK 1979 o - O 21 3:30 0 -
+R f 1946 o - May 15 0 1 D
+R f 1946 o - O 1 0 0 S
+R f 1947 o - Ap 15 0 1 D
+R f 1947 o - N 1 0 0 S
+R f 1948 1951 - May 1 0 1 D
+R f 1948 1951 - O 1 0 0 S
+R f 1952 o - Mar 1 0 1 D
+R f 1952 1954 - N 1 0 0 S
+R f 1953 1959 - Ap 1 0 1 D
+R f 1955 1961 - O 1 0 0 S
+R f 1960 1961 - Jun 1 0 1 D
+R f 1974 1975 - Ap 1 0 1 D
+R f 1974 1975 - O 1 0 0 S
+R f 1979 o - Jul 1 0 1 D
+R f 1979 o - O 1 0 0 S
+R _ 1942 1943 - Ap 30 23 1 -
+R _ 1942 o - N 17 23 0 -
+R _ 1943 o - S 30 23 0 S
+R _ 1946 o - Ap 30 23s 1 D
+R _ 1946 o - S 30 23s 0 S
+R _ 1947 o - Ap 19 23s 1 D
+R _ 1947 o - N 30 23s 0 S
+R _ 1948 o - May 2 23s 1 D
+R _ 1948 o - O 31 23s 0 S
+R _ 1949 1950 - Ap Sa>=1 23s 1 D
+R _ 1949 1950 - O lastSa 23s 0 S
+R _ 1951 o - Mar 31 23s 1 D
+R _ 1951 o - O 28 23s 0 S
+R _ 1952 1953 - Ap Sa>=1 23s 1 D
+R _ 1952 o - N 1 23s 0 S
+R _ 1953 1954 - O lastSa 23s 0 S
+R _ 1954 1956 - Mar Sa>=17 23s 1 D
+R _ 1955 o - N 5 23s 0 S
+R _ 1956 1964 - N Su>=1 3:30 0 S
+R _ 1957 1964 - Mar Su>=18 3:30 1 D
+R _ 1965 1973 - Ap Su>=16 3:30 1 D
+R _ 1965 1966 - O Su>=16 2:30 0 S
+R _ 1967 1976 - O Su>=16 3:30 0 S
+R _ 1973 o - D 30 3:30 1 D
+R _ 1975 1976 - Ap Su>=16 3:30 1 D
+R _ 1979 o - May 13 3:30 1 D
+R _ 1979 o - O Su>=16 3:30 0 S
+R CY 1975 o - Ap 13 0 1 S
+R CY 1975 o - O 12 0 0 -
+R CY 1976 o - May 15 0 1 S
+R CY 1976 o - O 11 0 0 -
+R CY 1977 1980 - Ap Su>=1 0 1 S
+R CY 1977 o - S 25 0 0 -
+R CY 1978 o - O 2 0 0 -
+R CY 1979 1997 - S lastSu 0 0 -
+R CY 1981 1998 - Mar lastSu 0 1 S
+R i 1910 o - Ja 1 0 0 -
+R i 1977 o - Mar 21 23 1 -
+R i 1977 o - O 20 24 0 -
+R i 1978 o - Mar 24 24 1 -
+R i 1978 o - Au 5 1 0 -
+R i 1979 o - May 26 24 1 -
+R i 1979 o - S 18 24 0 -
+R i 1980 o - Mar 20 24 1 -
+R i 1980 o - S 22 24 0 -
+R i 1991 o - May 2 24 1 -
+R i 1992 1995 - Mar 21 24 1 -
+R i 1991 1995 - S 21 24 0 -
+R i 1996 o - Mar 20 24 1 -
+R i 1996 o - S 20 24 0 -
+R i 1997 1999 - Mar 21 24 1 -
+R i 1997 1999 - S 21 24 0 -
+R i 2000 o - Mar 20 24 1 -
+R i 2000 o - S 20 24 0 -
+R i 2001 2003 - Mar 21 24 1 -
+R i 2001 2003 - S 21 24 0 -
+R i 2004 o - Mar 20 24 1 -
+R i 2004 o - S 20 24 0 -
+R i 2005 o - Mar 21 24 1 -
+R i 2005 o - S 21 24 0 -
+R i 2008 o - Mar 20 24 1 -
+R i 2008 o - S 20 24 0 -
+R i 2009 2011 - Mar 21 24 1 -
+R i 2009 2011 - S 21 24 0 -
+R i 2012 o - Mar 20 24 1 -
+R i 2012 o - S 20 24 0 -
+R i 2013 2015 - Mar 21 24 1 -
+R i 2013 2015 - S 21 24 0 -
+R i 2016 o - Mar 20 24 1 -
+R i 2016 o - S 20 24 0 -
+R i 2017 2019 - Mar 21 24 1 -
+R i 2017 2019 - S 21 24 0 -
+R i 2020 o - Mar 20 24 1 -
+R i 2020 o - S 20 24 0 -
+R i 2021 2022 - Mar 21 24 1 -
+R i 2021 2022 - S 21 24 0 -
+R IQ 1982 o - May 1 0 1 -
+R IQ 1982 1984 - O 1 0 0 -
+R IQ 1983 o - Mar 31 0 1 -
+R IQ 1984 1985 - Ap 1 0 1 -
+R IQ 1985 1990 - S lastSu 1s 0 -
+R IQ 1986 1990 - Mar lastSu 1s 1 -
+R IQ 1991 2007 - Ap 1 3s 1 -
+R IQ 1991 2007 - O 1 3s 0 -
+R Z 1940 o - May 31 24u 1 D
+R Z 1940 o - S 30 24u 0 S
+R Z 1940 o - N 16 24u 1 D
+R Z 1942 1946 - O 31 24u 0 S
+R Z 1943 1944 - Mar 31 24u 1 D
+R Z 1945 1946 - Ap 15 24u 1 D
+R Z 1948 o - May 22 24u 2 DD
+R Z 1948 o - Au 31 24u 1 D
+R Z 1948 1949 - O 31 24u 0 S
+R Z 1949 o - Ap 30 24u 1 D
+R Z 1950 o - Ap 15 24u 1 D
+R Z 1950 o - S 14 24u 0 S
+R Z 1951 o - Mar 31 24u 1 D
+R Z 1951 o - N 10 24u 0 S
+R Z 1952 o - Ap 19 24u 1 D
+R Z 1952 o - O 18 24u 0 S
+R Z 1953 o - Ap 11 24u 1 D
+R Z 1953 o - S 12 24u 0 S
+R Z 1954 o - Jun 12 24u 1 D
+R Z 1954 o - S 11 24u 0 S
+R Z 1955 o - Jun 11 24u 1 D
+R Z 1955 o - S 10 24u 0 S
+R Z 1956 o - Jun 2 24u 1 D
+R Z 1956 o - S 29 24u 0 S
+R Z 1957 o - Ap 27 24u 1 D
+R Z 1957 o - S 21 24u 0 S
+R Z 1974 o - Jul 6 24 1 D
+R Z 1974 o - O 12 24 0 S
+R Z 1975 o - Ap 19 24 1 D
+R Z 1975 o - Au 30 24 0 S
+R Z 1980 o - Au 2 24s 1 D
+R Z 1980 o - S 13 24s 0 S
+R Z 1984 o - May 5 24s 1 D
+R Z 1984 o - Au 25 24s 0 S
+R Z 1985 o - Ap 13 24 1 D
+R Z 1985 o - Au 31 24 0 S
+R Z 1986 o - May 17 24 1 D
+R Z 1986 o - S 6 24 0 S
+R Z 1987 o - Ap 14 24 1 D
+R Z 1987 o - S 12 24 0 S
+R Z 1988 o - Ap 9 24 1 D
+R Z 1988 o - S 3 24 0 S
+R Z 1989 o - Ap 29 24 1 D
+R Z 1989 o - S 2 24 0 S
+R Z 1990 o - Mar 24 24 1 D
+R Z 1990 o - Au 25 24 0 S
+R Z 1991 o - Mar 23 24 1 D
+R Z 1991 o - Au 31 24 0 S
+R Z 1992 o - Mar 28 24 1 D
+R Z 1992 o - S 5 24 0 S
+R Z 1993 o - Ap 2 0 1 D
+R Z 1993 o - S 5 0 0 S
+R Z 1994 o - Ap 1 0 1 D
+R Z 1994 o - Au 28 0 0 S
+R Z 1995 o - Mar 31 0 1 D
+R Z 1995 o - S 3 0 0 S
+R Z 1996 o - Mar 14 24 1 D
+R Z 1996 o - S 15 24 0 S
+R Z 1997 o - Mar 20 24 1 D
+R Z 1997 o - S 13 24 0 S
+R Z 1998 o - Mar 20 0 1 D
+R Z 1998 o - S 6 0 0 S
+R Z 1999 o - Ap 2 2 1 D
+R Z 1999 o - S 3 2 0 S
+R Z 2000 o - Ap 14 2 1 D
+R Z 2000 o - O 6 1 0 S
+R Z 2001 o - Ap 9 1 1 D
+R Z 2001 o - S 24 1 0 S
+R Z 2002 o - Mar 29 1 1 D
+R Z 2002 o - O 7 1 0 S
+R Z 2003 o - Mar 28 1 1 D
+R Z 2003 o - O 3 1 0 S
+R Z 2004 o - Ap 7 1 1 D
+R Z 2004 o - S 22 1 0 S
+R Z 2005 2012 - Ap F<=1 2 1 D
+R Z 2005 o - O 9 2 0 S
+R Z 2006 o - O 1 2 0 S
+R Z 2007 o - S 16 2 0 S
+R Z 2008 o - O 5 2 0 S
+R Z 2009 o - S 27 2 0 S
+R Z 2010 o - S 12 2 0 S
+R Z 2011 o - O 2 2 0 S
+R Z 2012 o - S 23 2 0 S
+R Z 2013 ma - Mar F>=23 2 1 D
+R Z 2013 ma - O lastSu 2 0 S
+R JP 1948 o - May Sa>=1 24 1 D
+R JP 1948 1951 - S Sa>=8 25 0 S
+R JP 1949 o - Ap Sa>=1 24 1 D
+R JP 1950 1951 - May Sa>=1 24 1 D
+R J 1973 o - Jun 6 0 1 S
+R J 1973 1975 - O 1 0 0 -
+R J 1974 1977 - May 1 0 1 S
+R J 1976 o - N 1 0 0 -
+R J 1977 o - O 1 0 0 -
+R J 1978 o - Ap 30 0 1 S
+R J 1978 o - S 30 0 0 -
+R J 1985 o - Ap 1 0 1 S
+R J 1985 o - O 1 0 0 -
+R J 1986 1988 - Ap F>=1 0 1 S
+R J 1986 1990 - O F>=1 0 0 -
+R J 1989 o - May 8 0 1 S
+R J 1990 o - Ap 27 0 1 S
+R J 1991 o - Ap 17 0 1 S
+R J 1991 o - S 27 0 0 -
+R J 1992 o - Ap 10 0 1 S
+R J 1992 1993 - O F>=1 0 0 -
+R J 1993 1998 - Ap F>=1 0 1 S
+R J 1994 o - S F>=15 0 0 -
+R J 1995 1998 - S F>=15 0s 0 -
+R J 1999 o - Jul 1 0s 1 S
+R J 1999 2002 - S lastF 0s 0 -
+R J 2000 2001 - Mar lastTh 0s 1 S
+R J 2002 2012 - Mar lastTh 24 1 S
+R J 2003 o - O 24 0s 0 -
+R J 2004 o - O 15 0s 0 -
+R J 2005 o - S lastF 0s 0 -
+R J 2006 2011 - O lastF 0s 0 -
+R J 2013 o - D 20 0 0 -
+R J 2014 2021 - Mar lastTh 24 1 S
+R J 2014 2022 - O lastF 0s 0 -
+R J 2022 o - F lastTh 24 1 S
+R KG 1992 1996 - Ap Su>=7 0s 1 -
+R KG 1992 1996 - S lastSu 0 0 -
+R KG 1997 2005 - Mar lastSu 2:30 1 -
+R KG 1997 2004 - O lastSu 2:30 0 -
+R KR 1948 o - Jun 1 0 1 D
+R KR 1948 o - S 12 24 0 S
+R KR 1949 o - Ap 3 0 1 D
+R KR 1949 1951 - S Sa>=7 24 0 S
+R KR 1950 o - Ap 1 0 1 D
+R KR 1951 o - May 6 0 1 D
+R KR 1955 o - May 5 0 1 D
+R KR 1955 o - S 8 24 0 S
+R KR 1956 o - May 20 0 1 D
+R KR 1956 o - S 29 24 0 S
+R KR 1957 1960 - May Su>=1 0 1 D
+R KR 1957 1960 - S Sa>=17 24 0 S
+R KR 1987 1988 - May Su>=8 2 1 D
+R KR 1987 1988 - O Su>=8 3 0 S
+R l 1920 o - Mar 28 0 1 S
+R l 1920 o - O 25 0 0 -
+R l 1921 o - Ap 3 0 1 S
+R l 1921 o - O 3 0 0 -
+R l 1922 o - Mar 26 0 1 S
+R l 1922 o - O 8 0 0 -
+R l 1923 o - Ap 22 0 1 S
+R l 1923 o - S 16 0 0 -
+R l 1957 1961 - May 1 0 1 S
+R l 1957 1961 - O 1 0 0 -
+R l 1972 o - Jun 22 0 1 S
+R l 1972 1977 - O 1 0 0 -
+R l 1973 1977 - May 1 0 1 S
+R l 1978 o - Ap 30 0 1 S
+R l 1978 o - S 30 0 0 -
+R l 1984 1987 - May 1 0 1 S
+R l 1984 1991 - O 16 0 0 -
+R l 1988 o - Jun 1 0 1 S
+R l 1989 o - May 10 0 1 S
+R l 1990 1992 - May 1 0 1 S
+R l 1992 o - O 4 0 0 -
+R l 1993 ma - Mar lastSu 0 1 S
+R l 1993 1998 - S lastSu 0 0 -
+R l 1999 ma - O lastSu 0 0 -
+R NB 1935 1941 - S 14 0 0:20 -
+R NB 1935 1941 - D 14 0 0 -
+R X 1983 1984 - Ap 1 0 1 -
+R X 1983 o - O 1 0 0 -
+R X 1985 1998 - Mar lastSu 0 1 -
+R X 1984 1998 - S lastSu 0 0 -
+R X 2001 o - Ap lastSa 2 1 -
+R X 2001 2006 - S lastSa 2 0 -
+R X 2002 2006 - Mar lastSa 2 1 -
+R X 2015 2016 - Mar lastSa 2 1 -
+R X 2015 2016 - S lastSa 0 0 -
+R PK 2002 o - Ap Su>=2 0 1 S
+R PK 2002 o - O Su>=2 0 0 -
+R PK 2008 o - Jun 1 0 1 S
+R PK 2008 2009 - N 1 0 0 -
+R PK 2009 o - Ap 15 0 1 S
+R P 1999 2005 - Ap F>=15 0 1 S
+R P 1999 2003 - O F>=15 0 0 -
+R P 2004 o - O 1 1 0 -
+R P 2005 o - O 4 2 0 -
+R P 2006 2007 - Ap 1 0 1 S
+R P 2006 o - S 22 0 0 -
+R P 2007 o - S 13 2 0 -
+R P 2008 2009 - Mar lastF 0 1 S
+R P 2008 o - S 1 0 0 -
+R P 2009 o - S 4 1 0 -
+R P 2010 o - Mar 26 0 1 S
+R P 2010 o - Au 11 0 0 -
+R P 2011 o - Ap 1 0:1 1 S
+R P 2011 o - Au 1 0 0 -
+R P 2011 o - Au 30 0 1 S
+R P 2011 o - S 30 0 0 -
+R P 2012 2014 - Mar lastTh 24 1 S
+R P 2012 o - S 21 1 0 -
+R P 2013 o - S 27 0 0 -
+R P 2014 o - O 24 0 0 -
+R P 2015 o - Mar 28 0 1 S
+R P 2015 o - O 23 1 0 -
+R P 2016 2018 - Mar Sa<=30 1 1 S
+R P 2016 2018 - O Sa<=30 1 0 -
+R P 2019 o - Mar 29 0 1 S
+R P 2019 o - O Sa<=30 0 0 -
+R P 2020 2021 - Mar Sa<=30 0 1 S
+R P 2020 o - O 24 1 0 -
+R P 2021 o - O 29 1 0 -
+R P 2022 o - Mar 27 0 1 S
+R P 2022 2035 - O Sa<=30 2 0 -
+R P 2023 o - Ap 29 2 1 S
+R P 2024 o - Ap 20 2 1 S
+R P 2025 o - Ap 12 2 1 S
+R P 2026 2054 - Mar Sa<=30 2 1 S
+R P 2036 o - O 18 2 0 -
+R P 2037 o - O 10 2 0 -
+R P 2038 o - S 25 2 0 -
+R P 2039 o - S 17 2 0 -
+R P 2040 o - S 1 2 0 -
+R P 2040 o - O 20 2 1 S
+R P 2040 2067 - O Sa<=30 2 0 -
+R P 2041 o - Au 24 2 0 -
+R P 2041 o - O 5 2 1 S
+R P 2042 o - Au 16 2 0 -
+R P 2042 o - S 27 2 1 S
+R P 2043 o - Au 1 2 0 -
+R P 2043 o - S 19 2 1 S
+R P 2044 o - Jul 23 2 0 -
+R P 2044 o - S 3 2 1 S
+R P 2045 o - Jul 15 2 0 -
+R P 2045 o - Au 26 2 1 S
+R P 2046 o - Jun 30 2 0 -
+R P 2046 o - Au 18 2 1 S
+R P 2047 o - Jun 22 2 0 -
+R P 2047 o - Au 3 2 1 S
+R P 2048 o - Jun 6 2 0 -
+R P 2048 o - Jul 25 2 1 S
+R P 2049 o - May 29 2 0 -
+R P 2049 o - Jul 10 2 1 S
+R P 2050 o - May 21 2 0 -
+R P 2050 o - Jul 2 2 1 S
+R P 2051 o - May 6 2 0 -
+R P 2051 o - Jun 24 2 1 S
+R P 2052 o - Ap 27 2 0 -
+R P 2052 o - Jun 8 2 1 S
+R P 2053 o - Ap 12 2 0 -
+R P 2053 o - May 31 2 1 S
+R P 2054 o - Ap 4 2 0 -
+R P 2054 o - May 23 2 1 S
+R P 2055 o - May 8 2 1 S
+R P 2056 o - Ap 29 2 1 S
+R P 2057 o - Ap 14 2 1 S
+R P 2058 o - Ap 6 2 1 S
+R P 2059 ma - Mar Sa<=30 2 1 S
+R P 2068 o - O 20 2 0 -
+R P 2069 o - O 12 2 0 -
+R P 2070 o - O 4 2 0 -
+R P 2071 o - S 19 2 0 -
+R P 2072 o - S 10 2 0 -
+R P 2072 o - O 22 2 1 S
+R P 2072 ma - O Sa<=30 2 0 -
+R P 2073 o - S 2 2 0 -
+R P 2073 o - O 14 2 1 S
+R P 2074 o - Au 18 2 0 -
+R P 2074 o - O 6 2 1 S
+R P 2075 o - Au 10 2 0 -
+R P 2075 o - S 21 2 1 S
+R P 2076 o - Jul 25 2 0 -
+R P 2076 o - S 12 2 1 S
+R P 2077 o - Jul 17 2 0 -
+R P 2077 o - S 4 2 1 S
+R P 2078 o - Jul 9 2 0 -
+R P 2078 o - Au 20 2 1 S
+R P 2079 o - Jun 24 2 0 -
+R P 2079 o - Au 12 2 1 S
+R P 2080 o - Jun 15 2 0 -
+R P 2080 o - Jul 27 2 1 S
+R P 2081 o - Jun 7 2 0 -
+R P 2081 o - Jul 19 2 1 S
+R P 2082 o - May 23 2 0 -
+R P 2082 o - Jul 11 2 1 S
+R P 2083 o - May 15 2 0 -
+R P 2083 o - Jun 26 2 1 S
+R P 2084 o - Ap 29 2 0 -
+R P 2084 o - Jun 17 2 1 S
+R P 2085 o - Ap 21 2 0 -
+R P 2085 o - Jun 9 2 1 S
+R P 2086 o - Ap 13 2 0 -
+R P 2086 o - May 25 2 1 S
+R PH 1936 o - O 31 24 1 D
+R PH 1937 o - Ja 15 24 0 S
+R PH 1941 o - D 15 24 1 D
+R PH 1945 o - N 30 24 0 S
+R PH 1954 o - Ap 11 24 1 D
+R PH 1954 o - Jun 4 24 0 S
+R PH 1977 o - Mar 27 24 1 D
+R PH 1977 o - S 21 24 0 S
+R PH 1990 o - May 21 0 1 D
+R PH 1990 o - Jul 28 24 0 S
+R S 1920 1923 - Ap Su>=15 2 1 S
+R S 1920 1923 - O Su>=1 2 0 -
+R S 1962 o - Ap 29 2 1 S
+R S 1962 o - O 1 2 0 -
+R S 1963 1965 - May 1 2 1 S
+R S 1963 o - S 30 2 0 -
+R S 1964 o - O 1 2 0 -
+R S 1965 o - S 30 2 0 -
+R S 1966 o - Ap 24 2 1 S
+R S 1966 1976 - O 1 2 0 -
+R S 1967 1978 - May 1 2 1 S
+R S 1977 1978 - S 1 2 0 -
+R S 1983 1984 - Ap 9 2 1 S
+R S 1983 1984 - O 1 2 0 -
+R S 1986 o - F 16 2 1 S
+R S 1986 o - O 9 2 0 -
+R S 1987 o - Mar 1 2 1 S
+R S 1987 1988 - O 31 2 0 -
+R S 1988 o - Mar 15 2 1 S
+R S 1989 o - Mar 31 2 1 S
+R S 1989 o - O 1 2 0 -
+R S 1990 o - Ap 1 2 1 S
+R S 1990 o - S 30 2 0 -
+R S 1991 o - Ap 1 0 1 S
+R S 1991 1992 - O 1 0 0 -
+R S 1992 o - Ap 8 0 1 S
+R S 1993 o - Mar 26 0 1 S
+R S 1993 o - S 25 0 0 -
+R S 1994 1996 - Ap 1 0 1 S
+R S 1994 2005 - O 1 0 0 -
+R S 1997 1998 - Mar lastM 0 1 S
+R S 1999 2006 - Ap 1 0 1 S
+R S 2006 o - S 22 0 0 -
+R S 2007 o - Mar lastF 0 1 S
+R S 2007 o - N F>=1 0 0 -
+R S 2008 o - Ap F>=1 0 1 S
+R S 2008 o - N 1 0 0 -
+R S 2009 o - Mar lastF 0 1 S
+R S 2010 2011 - Ap F>=1 0 1 S
+R S 2012 2022 - Mar lastF 0 1 S
+R S 2009 2022 - O lastF 0 0 -
+R AU 1917 o - Ja 1 2s 1 D
+R AU 1917 o - Mar lastSu 2s 0 S
+R AU 1942 o - Ja 1 2s 1 D
+R AU 1942 o - Mar lastSu 2s 0 S
+R AU 1942 o - S 27 2s 1 D
+R AU 1943 1944 - Mar lastSu 2s 0 S
+R AU 1943 o - O 3 2s 1 D
+R AW 1974 o - O lastSu 2s 1 D
+R AW 1975 o - Mar Su>=1 2s 0 S
+R AW 1983 o - O lastSu 2s 1 D
+R AW 1984 o - Mar Su>=1 2s 0 S
+R AW 1991 o - N 17 2s 1 D
+R AW 1992 o - Mar Su>=1 2s 0 S
+R AW 2006 o - D 3 2s 1 D
+R AW 2007 2009 - Mar lastSu 2s 0 S
+R AW 2007 2008 - O lastSu 2s 1 D
+R AQ 1971 o - O lastSu 2s 1 D
+R AQ 1972 o - F lastSu 2s 0 S
+R AQ 1989 1991 - O lastSu 2s 1 D
+R AQ 1990 1992 - Mar Su>=1 2s 0 S
+R Ho 1992 1993 - O lastSu 2s 1 D
+R Ho 1993 1994 - Mar Su>=1 2s 0 S
+R AS 1971 1985 - O lastSu 2s 1 D
+R AS 1986 o - O 19 2s 1 D
+R AS 1987 2007 - O lastSu 2s 1 D
+R AS 1972 o - F 27 2s 0 S
+R AS 1973 1985 - Mar Su>=1 2s 0 S
+R AS 1986 1990 - Mar Su>=15 2s 0 S
+R AS 1991 o - Mar 3 2s 0 S
+R AS 1992 o - Mar 22 2s 0 S
+R AS 1993 o - Mar 7 2s 0 S
+R AS 1994 o - Mar 20 2s 0 S
+R AS 1995 2005 - Mar lastSu 2s 0 S
+R AS 2006 o - Ap 2 2s 0 S
+R AS 2007 o - Mar lastSu 2s 0 S
+R AS 2008 ma - Ap Su>=1 2s 0 S
+R AS 2008 ma - O Su>=1 2s 1 D
+R AT 1916 o - O Su>=1 2s 1 D
+R AT 1917 o - Mar lastSu 2s 0 S
+R AT 1917 1918 - O Su>=22 2s 1 D
+R AT 1918 1919 - Mar Su>=1 2s 0 S
+R AT 1967 o - O Su>=1 2s 1 D
+R AT 1968 o - Mar Su>=29 2s 0 S
+R AT 1968 1985 - O lastSu 2s 1 D
+R AT 1969 1971 - Mar Su>=8 2s 0 S
+R AT 1972 o - F lastSu 2s 0 S
+R AT 1973 1981 - Mar Su>=1 2s 0 S
+R AT 1982 1983 - Mar lastSu 2s 0 S
+R AT 1984 1986 - Mar Su>=1 2s 0 S
+R AT 1986 o - O Su>=15 2s 1 D
+R AT 1987 1990 - Mar Su>=15 2s 0 S
+R AT 1987 o - O Su>=22 2s 1 D
+R AT 1988 1990 - O lastSu 2s 1 D
+R AT 1991 1999 - O Su>=1 2s 1 D
+R AT 1991 2005 - Mar lastSu 2s 0 S
+R AT 2000 o - Au lastSu 2s 1 D
+R AT 2001 ma - O Su>=1 2s 1 D
+R AT 2006 o - Ap Su>=1 2s 0 S
+R AT 2007 o - Mar lastSu 2s 0 S
+R AT 2008 ma - Ap Su>=1 2s 0 S
+R AV 1971 1985 - O lastSu 2s 1 D
+R AV 1972 o - F lastSu 2s 0 S
+R AV 1973 1985 - Mar Su>=1 2s 0 S
+R AV 1986 1990 - Mar Su>=15 2s 0 S
+R AV 1986 1987 - O Su>=15 2s 1 D
+R AV 1988 1999 - O lastSu 2s 1 D
+R AV 1991 1994 - Mar Su>=1 2s 0 S
+R AV 1995 2005 - Mar lastSu 2s 0 S
+R AV 2000 o - Au lastSu 2s 1 D
+R AV 2001 2007 - O lastSu 2s 1 D
+R AV 2006 o - Ap Su>=1 2s 0 S
+R AV 2007 o - Mar lastSu 2s 0 S
+R AV 2008 ma - Ap Su>=1 2s 0 S
+R AV 2008 ma - O Su>=1 2s 1 D
+R AN 1971 1985 - O lastSu 2s 1 D
+R AN 1972 o - F 27 2s 0 S
+R AN 1973 1981 - Mar Su>=1 2s 0 S
+R AN 1982 o - Ap Su>=1 2s 0 S
+R AN 1983 1985 - Mar Su>=1 2s 0 S
+R AN 1986 1989 - Mar Su>=15 2s 0 S
+R AN 1986 o - O 19 2s 1 D
+R AN 1987 1999 - O lastSu 2s 1 D
+R AN 1990 1995 - Mar Su>=1 2s 0 S
+R AN 1996 2005 - Mar lastSu 2s 0 S
+R AN 2000 o - Au lastSu 2s 1 D
+R AN 2001 2007 - O lastSu 2s 1 D
+R AN 2006 o - Ap Su>=1 2s 0 S
+R AN 2007 o - Mar lastSu 2s 0 S
+R AN 2008 ma - Ap Su>=1 2s 0 S
+R AN 2008 ma - O Su>=1 2s 1 D
+R LH 1981 1984 - O lastSu 2 1 -
+R LH 1982 1985 - Mar Su>=1 2 0 -
+R LH 1985 o - O lastSu 2 0:30 -
+R LH 1986 1989 - Mar Su>=15 2 0 -
+R LH 1986 o - O 19 2 0:30 -
+R LH 1987 1999 - O lastSu 2 0:30 -
+R LH 1990 1995 - Mar Su>=1 2 0 -
+R LH 1996 2005 - Mar lastSu 2 0 -
+R LH 2000 o - Au lastSu 2 0:30 -
+R LH 2001 2007 - O lastSu 2 0:30 -
+R LH 2006 o - Ap Su>=1 2 0 -
+R LH 2007 o - Mar lastSu 2 0 -
+R LH 2008 ma - Ap Su>=1 2 0 -
+R LH 2008 ma - O Su>=1 2 0:30 -
+R FJ 1998 1999 - N Su>=1 2 1 -
+R FJ 1999 2000 - F lastSu 3 0 -
+R FJ 2009 o - N 29 2 1 -
+R FJ 2010 o - Mar lastSu 3 0 -
+R FJ 2010 2013 - O Su>=21 2 1 -
+R FJ 2011 o - Mar Su>=1 3 0 -
+R FJ 2012 2013 - Ja Su>=18 3 0 -
+R FJ 2014 o - Ja Su>=18 2 0 -
+R FJ 2014 2018 - N Su>=1 2 1 -
+R FJ 2015 2021 - Ja Su>=12 3 0 -
+R FJ 2019 o - N Su>=8 2 1 -
+R FJ 2020 o - D 20 2 1 -
+R Gu 1959 o - Jun 27 2 1 D
+R Gu 1961 o - Ja 29 2 0 S
+R Gu 1967 o - S 1 2 1 D
+R Gu 1969 o - Ja 26 0:1 0 S
+R Gu 1969 o - Jun 22 2 1 D
+R Gu 1969 o - Au 31 2 0 S
+R Gu 1970 1971 - Ap lastSu 2 1 D
+R Gu 1970 1971 - S Su>=1 2 0 S
+R Gu 1973 o - D 16 2 1 D
+R Gu 1974 o - F 24 2 0 S
+R Gu 1976 o - May 26 2 1 D
+R Gu 1976 o - Au 22 2:1 0 S
+R Gu 1977 o - Ap 24 2 1 D
+R Gu 1977 o - Au 28 2 0 S
+R NC 1977 1978 - D Su>=1 0 1 -
+R NC 1978 1979 - F 27 0 0 -
+R NC 1996 o - D 1 2s 1 -
+R NC 1997 o - Mar 2 2s 0 -
+R NZ 1927 o - N 6 2 1 S
+R NZ 1928 o - Mar 4 2 0 M
+R NZ 1928 1933 - O Su>=8 2 0:30 S
+R NZ 1929 1933 - Mar Su>=15 2 0 M
+R NZ 1934 1940 - Ap lastSu 2 0 M
+R NZ 1934 1940 - S lastSu 2 0:30 S
+R NZ 1946 o - Ja 1 0 0 S
+R NZ 1974 o - N Su>=1 2s 1 D
+R k 1974 o - N Su>=1 2:45s 1 -
+R NZ 1975 o - F lastSu 2s 0 S
+R k 1975 o - F lastSu 2:45s 0 -
+R NZ 1975 1988 - O lastSu 2s 1 D
+R k 1975 1988 - O lastSu 2:45s 1 -
+R NZ 1976 1989 - Mar Su>=1 2s 0 S
+R k 1976 1989 - Mar Su>=1 2:45s 0 -
+R NZ 1989 o - O Su>=8 2s 1 D
+R k 1989 o - O Su>=8 2:45s 1 -
+R NZ 1990 2006 - O Su>=1 2s 1 D
+R k 1990 2006 - O Su>=1 2:45s 1 -
+R NZ 1990 2007 - Mar Su>=15 2s 0 S
+R k 1990 2007 - Mar Su>=15 2:45s 0 -
+R NZ 2007 ma - S lastSu 2s 1 D
+R k 2007 ma - S lastSu 2:45s 1 -
+R NZ 2008 ma - Ap Su>=1 2s 0 S
+R k 2008 ma - Ap Su>=1 2:45s 0 -
+R CK 1978 o - N 12 0 0:30 -
+R CK 1979 1991 - Mar Su>=1 0 0 -
+R CK 1979 1990 - O lastSu 0 0:30 -
+R WS 2010 o - S lastSu 0 1 -
+R WS 2011 o - Ap Sa>=1 4 0 -
+R WS 2011 o - S lastSa 3 1 -
+R WS 2012 2021 - Ap Su>=1 4 0 -
+R WS 2012 2020 - S lastSu 3 1 -
+R TO 1999 o - O 7 2s 1 -
+R TO 2000 o - Mar 19 2s 0 -
+R TO 2000 2001 - N Su>=1 2 1 -
+R TO 2001 2002 - Ja lastSu 2 0 -
+R TO 2016 o - N Su>=1 2 1 -
+R TO 2017 o - Ja Su>=15 3 0 -
+R VU 1973 o - D 22 12u 1 -
+R VU 1974 o - Mar 30 12u 0 -
+R VU 1983 1991 - S Sa>=22 24 1 -
+R VU 1984 1991 - Mar Sa>=22 24 0 -
+R VU 1992 1993 - Ja Sa>=22 24 0 -
+R VU 1992 o - O Sa>=22 24 1 -
+R G 1916 o - May 21 2s 1 BST
+R G 1916 o - O 1 2s 0 GMT
+R G 1917 o - Ap 8 2s 1 BST
+R G 1917 o - S 17 2s 0 GMT
+R G 1918 o - Mar 24 2s 1 BST
+R G 1918 o - S 30 2s 0 GMT
+R G 1919 o - Mar 30 2s 1 BST
+R G 1919 o - S 29 2s 0 GMT
+R G 1920 o - Mar 28 2s 1 BST
+R G 1920 o - O 25 2s 0 GMT
+R G 1921 o - Ap 3 2s 1 BST
+R G 1921 o - O 3 2s 0 GMT
+R G 1922 o - Mar 26 2s 1 BST
+R G 1922 o - O 8 2s 0 GMT
+R G 1923 o - Ap Su>=16 2s 1 BST
+R G 1923 1924 - S Su>=16 2s 0 GMT
+R G 1924 o - Ap Su>=9 2s 1 BST
+R G 1925 1926 - Ap Su>=16 2s 1 BST
+R G 1925 1938 - O Su>=2 2s 0 GMT
+R G 1927 o - Ap Su>=9 2s 1 BST
+R G 1928 1929 - Ap Su>=16 2s 1 BST
+R G 1930 o - Ap Su>=9 2s 1 BST
+R G 1931 1932 - Ap Su>=16 2s 1 BST
+R G 1933 o - Ap Su>=9 2s 1 BST
+R G 1934 o - Ap Su>=16 2s 1 BST
+R G 1935 o - Ap Su>=9 2s 1 BST
+R G 1936 1937 - Ap Su>=16 2s 1 BST
+R G 1938 o - Ap Su>=9 2s 1 BST
+R G 1939 o - Ap Su>=16 2s 1 BST
+R G 1939 o - N Su>=16 2s 0 GMT
+R G 1940 o - F Su>=23 2s 1 BST
+R G 1941 o - May Su>=2 1s 2 BDST
+R G 1941 1943 - Au Su>=9 1s 1 BST
+R G 1942 1944 - Ap Su>=2 1s 2 BDST
+R G 1944 o - S Su>=16 1s 1 BST
+R G 1945 o - Ap M>=2 1s 2 BDST
+R G 1945 o - Jul Su>=9 1s 1 BST
+R G 1945 1946 - O Su>=2 2s 0 GMT
+R G 1946 o - Ap Su>=9 2s 1 BST
+R G 1947 o - Mar 16 2s 1 BST
+R G 1947 o - Ap 13 1s 2 BDST
+R G 1947 o - Au 10 1s 1 BST
+R G 1947 o - N 2 2s 0 GMT
+R G 1948 o - Mar 14 2s 1 BST
+R G 1948 o - O 31 2s 0 GMT
+R G 1949 o - Ap 3 2s 1 BST
+R G 1949 o - O 30 2s 0 GMT
+R G 1950 1952 - Ap Su>=14 2s 1 BST
+R G 1950 1952 - O Su>=21 2s 0 GMT
+R G 1953 o - Ap Su>=16 2s 1 BST
+R G 1953 1960 - O Su>=2 2s 0 GMT
+R G 1954 o - Ap Su>=9 2s 1 BST
+R G 1955 1956 - Ap Su>=16 2s 1 BST
+R G 1957 o - Ap Su>=9 2s 1 BST
+R G 1958 1959 - Ap Su>=16 2s 1 BST
+R G 1960 o - Ap Su>=9 2s 1 BST
+R G 1961 1963 - Mar lastSu 2s 1 BST
+R G 1961 1968 - O Su>=23 2s 0 GMT
+R G 1964 1967 - Mar Su>=19 2s 1 BST
+R G 1968 o - F 18 2s 1 BST
+R G 1972 1980 - Mar Su>=16 2s 1 BST
+R G 1972 1980 - O Su>=23 2s 0 GMT
+R G 1981 1995 - Mar lastSu 1u 1 BST
+R G 1981 1989 - O Su>=23 1u 0 GMT
+R G 1990 1995 - O Su>=22 1u 0 GMT
+R IE 1971 o - O 31 2u -1 -
+R IE 1972 1980 - Mar Su>=16 2u 0 -
+R IE 1972 1980 - O Su>=23 2u -1 -
+R IE 1981 ma - Mar lastSu 1u 0 -
+R IE 1981 1989 - O Su>=23 1u -1 -
+R IE 1990 1995 - O Su>=22 1u -1 -
+R IE 1996 ma - O lastSu 1u -1 -
+R E 1977 1980 - Ap Su>=1 1u 1 S
+R E 1977 o - S lastSu 1u 0 -
+R E 1978 o - O 1 1u 0 -
+R E 1979 1995 - S lastSu 1u 0 -
+R E 1981 ma - Mar lastSu 1u 1 S
+R E 1996 ma - O lastSu 1u 0 -
+R W- 1977 1980 - Ap Su>=1 1s 1 S
+R W- 1977 o - S lastSu 1s 0 -
+R W- 1978 o - O 1 1s 0 -
+R W- 1979 1995 - S lastSu 1s 0 -
+R W- 1981 ma - Mar lastSu 1s 1 S
+R W- 1996 ma - O lastSu 1s 0 -
+R c 1916 o - Ap 30 23 1 S
+R c 1916 o - O 1 1 0 -
+R c 1917 1918 - Ap M>=15 2s 1 S
+R c 1917 1918 - S M>=15 2s 0 -
+R c 1940 o - Ap 1 2s 1 S
+R c 1942 o - N 2 2s 0 -
+R c 1943 o - Mar 29 2s 1 S
+R c 1943 o - O 4 2s 0 -
+R c 1944 1945 - Ap M>=1 2s 1 S
+R c 1944 o - O 2 2s 0 -
+R c 1945 o - S 16 2s 0 -
+R c 1977 1980 - Ap Su>=1 2s 1 S
+R c 1977 o - S lastSu 2s 0 -
+R c 1978 o - O 1 2s 0 -
+R c 1979 1995 - S lastSu 2s 0 -
+R c 1981 ma - Mar lastSu 2s 1 S
+R c 1996 ma - O lastSu 2s 0 -
+R e 1977 1980 - Ap Su>=1 0 1 S
+R e 1977 o - S lastSu 0 0 -
+R e 1978 o - O 1 0 0 -
+R e 1979 1995 - S lastSu 0 0 -
+R e 1981 ma - Mar lastSu 0 1 S
+R e 1996 ma - O lastSu 0 0 -
+R R 1917 o - Jul 1 23 1 MST
+R R 1917 o - D 28 0 0 MMT
+R R 1918 o - May 31 22 2 MDST
+R R 1918 o - S 16 1 1 MST
+R R 1919 o - May 31 23 2 MDST
+R R 1919 o - Jul 1 0u 1 MSD
+R R 1919 o - Au 16 0 0 MSK
+R R 1921 o - F 14 23 1 MSD
+R R 1921 o - Mar 20 23 2 +05
+R R 1921 o - S 1 0 1 MSD
+R R 1921 o - O 1 0 0 -
+R R 1981 1984 - Ap 1 0 1 S
+R R 1981 1983 - O 1 0 0 -
+R R 1984 1995 - S lastSu 2s 0 -
+R R 1985 2010 - Mar lastSu 2s 1 S
+R R 1996 2010 - O lastSu 2s 0 -
+R q 1940 o - Jun 16 0 1 S
+R q 1942 o - N 2 3 0 -
+R q 1943 o - Mar 29 2 1 S
+R q 1943 o - Ap 10 3 0 -
+R q 1974 o - May 4 0 1 S
+R q 1974 o - O 2 0 0 -
+R q 1975 o - May 1 0 1 S
+R q 1975 o - O 2 0 0 -
+R q 1976 o - May 2 0 1 S
+R q 1976 o - O 3 0 0 -
+R q 1977 o - May 8 0 1 S
+R q 1977 o - O 2 0 0 -
+R q 1978 o - May 6 0 1 S
+R q 1978 o - O 1 0 0 -
+R q 1979 o - May 5 0 1 S
+R q 1979 o - S 30 0 0 -
+R q 1980 o - May 3 0 1 S
+R q 1980 o - O 4 0 0 -
+R q 1981 o - Ap 26 0 1 S
+R q 1981 o - S 27 0 0 -
+R q 1982 o - May 2 0 1 S
+R q 1982 o - O 3 0 0 -
+R q 1983 o - Ap 18 0 1 S
+R q 1983 o - O 1 0 0 -
+R q 1984 o - Ap 1 0 1 S
+R a 1920 o - Ap 5 2s 1 S
+R a 1920 o - S 13 2s 0 -
+R a 1946 o - Ap 14 2s 1 S
+R a 1946 o - O 7 2s 0 -
+R a 1947 1948 - O Su>=1 2s 0 -
+R a 1947 o - Ap 6 2s 1 S
+R a 1948 o - Ap 18 2s 1 S
+R a 1980 o - Ap 6 0 1 S
+R a 1980 o - S 28 0 0 -
+R b 1918 o - Mar 9 0s 1 S
+R b 1918 1919 - O Sa>=1 23s 0 -
+R b 1919 o - Mar 1 23s 1 S
+R b 1920 o - F 14 23s 1 S
+R b 1920 o - O 23 23s 0 -
+R b 1921 o - Mar 14 23s 1 S
+R b 1921 o - O 25 23s 0 -
+R b 1922 o - Mar 25 23s 1 S
+R b 1922 1927 - O Sa>=1 23s 0 -
+R b 1923 o - Ap 21 23s 1 S
+R b 1924 o - Mar 29 23s 1 S
+R b 1925 o - Ap 4 23s 1 S
+R b 1926 o - Ap 17 23s 1 S
+R b 1927 o - Ap 9 23s 1 S
+R b 1928 o - Ap 14 23s 1 S
+R b 1928 1938 - O Su>=2 2s 0 -
+R b 1929 o - Ap 21 2s 1 S
+R b 1930 o - Ap 13 2s 1 S
+R b 1931 o - Ap 19 2s 1 S
+R b 1932 o - Ap 3 2s 1 S
+R b 1933 o - Mar 26 2s 1 S
+R b 1934 o - Ap 8 2s 1 S
+R b 1935 o - Mar 31 2s 1 S
+R b 1936 o - Ap 19 2s 1 S
+R b 1937 o - Ap 4 2s 1 S
+R b 1938 o - Mar 27 2s 1 S
+R b 1939 o - Ap 16 2s 1 S
+R b 1939 o - N 19 2s 0 -
+R b 1940 o - F 25 2s 1 S
+R b 1944 o - S 17 2s 0 -
+R b 1945 o - Ap 2 2s 1 S
+R b 1945 o - S 16 2s 0 -
+R b 1946 o - May 19 2s 1 S
+R b 1946 o - O 7 2s 0 -
+R BG 1979 o - Mar 31 23 1 S
+R BG 1979 o - O 1 1 0 -
+R BG 1980 1982 - Ap Sa>=1 23 1 S
+R BG 1980 o - S 29 1 0 -
+R BG 1981 o - S 27 2 0 -
+R CZ 1945 o - Ap M>=1 2s 1 S
+R CZ 1945 o - O 1 2s 0 -
+R CZ 1946 o - May 6 2s 1 S
+R CZ 1946 1949 - O Su>=1 2s 0 -
+R CZ 1947 1948 - Ap Su>=15 2s 1 S
+R CZ 1949 o - Ap 9 2s 1 S
+R Th 1991 1992 - Mar lastSu 2 1 D
+R Th 1991 1992 - S lastSu 2 0 S
+R Th 1993 2006 - Ap Su>=1 2 1 D
+R Th 1993 2006 - O lastSu 2 0 S
+R Th 2007 ma - Mar Su>=8 2 1 D
+R Th 2007 ma - N Su>=1 2 0 S
+R FI 1942 o - Ap 2 24 1 S
+R FI 1942 o - O 4 1 0 -
+R FI 1981 1982 - Mar lastSu 2 1 S
+R FI 1981 1982 - S lastSu 3 0 -
+R F 1916 o - Jun 14 23s 1 S
+R F 1916 1919 - O Su>=1 23s 0 -
+R F 1917 o - Mar 24 23s 1 S
+R F 1918 o - Mar 9 23s 1 S
+R F 1919 o - Mar 1 23s 1 S
+R F 1920 o - F 14 23s 1 S
+R F 1920 o - O 23 23s 0 -
+R F 1921 o - Mar 14 23s 1 S
+R F 1921 o - O 25 23s 0 -
+R F 1922 o - Mar 25 23s 1 S
+R F 1922 1938 - O Sa>=1 23s 0 -
+R F 1923 o - May 26 23s 1 S
+R F 1924 o - Mar 29 23s 1 S
+R F 1925 o - Ap 4 23s 1 S
+R F 1926 o - Ap 17 23s 1 S
+R F 1927 o - Ap 9 23s 1 S
+R F 1928 o - Ap 14 23s 1 S
+R F 1929 o - Ap 20 23s 1 S
+R F 1930 o - Ap 12 23s 1 S
+R F 1931 o - Ap 18 23s 1 S
+R F 1932 o - Ap 2 23s 1 S
+R F 1933 o - Mar 25 23s 1 S
+R F 1934 o - Ap 7 23s 1 S
+R F 1935 o - Mar 30 23s 1 S
+R F 1936 o - Ap 18 23s 1 S
+R F 1937 o - Ap 3 23s 1 S
+R F 1938 o - Mar 26 23s 1 S
+R F 1939 o - Ap 15 23s 1 S
+R F 1939 o - N 18 23s 0 -
+R F 1940 o - F 25 2 1 S
+R F 1941 o - May 5 0 2 M
+R F 1941 o - O 6 0 1 S
+R F 1942 o - Mar 9 0 2 M
+R F 1942 o - N 2 3 1 S
+R F 1943 o - Mar 29 2 2 M
+R F 1943 o - O 4 3 1 S
+R F 1944 o - Ap 3 2 2 M
+R F 1944 o - O 8 1 1 S
+R F 1945 o - Ap 2 2 2 M
+R F 1945 o - S 16 3 0 -
+R F 1976 o - Mar 28 1 1 S
+R F 1976 o - S 26 1 0 -
+R DE 1946 o - Ap 14 2s 1 S
+R DE 1946 o - O 7 2s 0 -
+R DE 1947 1949 - O Su>=1 2s 0 -
+R DE 1947 o - Ap 6 3s 1 S
+R DE 1947 o - May 11 2s 2 M
+R DE 1947 o - Jun 29 3 1 S
+R DE 1948 o - Ap 18 2s 1 S
+R DE 1949 o - Ap 10 2s 1 S
+R So 1945 o - May 24 2 2 M
+R So 1945 o - S 24 3 1 S
+R So 1945 o - N 18 2s 0 -
+R g 1932 o - Jul 7 0 1 S
+R g 1932 o - S 1 0 0 -
+R g 1941 o - Ap 7 0 1 S
+R g 1942 o - N 2 3 0 -
+R g 1943 o - Mar 30 0 1 S
+R g 1943 o - O 4 0 0 -
+R g 1952 o - Jul 1 0 1 S
+R g 1952 o - N 2 0 0 -
+R g 1975 o - Ap 12 0s 1 S
+R g 1975 o - N 26 0s 0 -
+R g 1976 o - Ap 11 2s 1 S
+R g 1976 o - O 10 2s 0 -
+R g 1977 1978 - Ap Su>=1 2s 1 S
+R g 1977 o - S 26 2s 0 -
+R g 1978 o - S 24 4 0 -
+R g 1979 o - Ap 1 9 1 S
+R g 1979 o - S 29 2 0 -
+R g 1980 o - Ap 1 0 1 S
+R g 1980 o - S 28 0 0 -
+R h 1918 1919 - Ap 15 2 1 S
+R h 1918 1920 - S M>=15 3 0 -
+R h 1920 o - Ap 5 2 1 S
+R h 1945 o - May 1 23 1 S
+R h 1945 o - N 1 1 0 -
+R h 1946 o - Mar 31 2s 1 S
+R h 1946 o - O 7 2 0 -
+R h 1947 1949 - Ap Su>=4 2s 1 S
+R h 1947 1949 - O Su>=1 2s 0 -
+R h 1954 o - May 23 0 1 S
+R h 1954 o - O 3 0 0 -
+R h 1955 o - May 22 2 1 S
+R h 1955 o - O 2 3 0 -
+R h 1956 1957 - Jun Su>=1 2 1 S
+R h 1956 1957 - S lastSu 3 0 -
+R h 1980 o - Ap 6 0 1 S
+R h 1980 o - S 28 1 0 -
+R h 1981 1983 - Mar lastSu 0 1 S
+R h 1981 1983 - S lastSu 1 0 -
+R I 1916 o - Jun 3 24 1 S
+R I 1916 1917 - S 30 24 0 -
+R I 1917 o - Mar 31 24 1 S
+R I 1918 o - Mar 9 24 1 S
+R I 1918 o - O 6 24 0 -
+R I 1919 o - Mar 1 24 1 S
+R I 1919 o - O 4 24 0 -
+R I 1920 o - Mar 20 24 1 S
+R I 1920 o - S 18 24 0 -
+R I 1940 o - Jun 14 24 1 S
+R I 1942 o - N 2 2s 0 -
+R I 1943 o - Mar 29 2s 1 S
+R I 1943 o - O 4 2s 0 -
+R I 1944 o - Ap 2 2s 1 S
+R I 1944 o - S 17 2s 0 -
+R I 1945 o - Ap 2 2 1 S
+R I 1945 o - S 15 1 0 -
+R I 1946 o - Mar 17 2s 1 S
+R I 1946 o - O 6 2s 0 -
+R I 1947 o - Mar 16 0s 1 S
+R I 1947 o - O 5 0s 0 -
+R I 1948 o - F 29 2s 1 S
+R I 1948 o - O 3 2s 0 -
+R I 1966 1968 - May Su>=22 0s 1 S
+R I 1966 o - S 24 24 0 -
+R I 1967 1969 - S Su>=22 0s 0 -
+R I 1969 o - Jun 1 0s 1 S
+R I 1970 o - May 31 0s 1 S
+R I 1970 o - S lastSu 0s 0 -
+R I 1971 1972 - May Su>=22 0s 1 S
+R I 1971 o - S lastSu 0s 0 -
+R I 1972 o - O 1 0s 0 -
+R I 1973 o - Jun 3 0s 1 S
+R I 1973 1974 - S lastSu 0s 0 -
+R I 1974 o - May 26 0s 1 S
+R I 1975 o - Jun 1 0s 1 S
+R I 1975 1977 - S lastSu 0s 0 -
+R I 1976 o - May 30 0s 1 S
+R I 1977 1979 - May Su>=22 0s 1 S
+R I 1978 o - O 1 0s 0 -
+R I 1979 o - S 30 0s 0 -
+R LV 1989 1996 - Mar lastSu 2s 1 S
+R LV 1989 1996 - S lastSu 2s 0 -
+R MT 1973 o - Mar 31 0s 1 S
+R MT 1973 o - S 29 0s 0 -
+R MT 1974 o - Ap 21 0s 1 S
+R MT 1974 o - S 16 0s 0 -
+R MT 1975 1979 - Ap Su>=15 2 1 S
+R MT 1975 1980 - S Su>=15 2 0 -
+R MT 1980 o - Mar 31 2 1 S
+R MD 1997 ma - Mar lastSu 2 1 S
+R MD 1997 ma - O lastSu 3 0 -
+R O 1918 1919 - S 16 2s 0 -
+R O 1919 o - Ap 15 2s 1 S
+R O 1944 o - Ap 3 2s 1 S
+R O 1944 o - O 4 2 0 -
+R O 1945 o - Ap 29 0 1 S
+R O 1945 o - N 1 0 0 -
+R O 1946 o - Ap 14 0s 1 S
+R O 1946 o - O 7 2s 0 -
+R O 1947 o - May 4 2s 1 S
+R O 1947 1949 - O Su>=1 2s 0 -
+R O 1948 o - Ap 18 2s 1 S
+R O 1949 o - Ap 10 2s 1 S
+R O 1957 o - Jun 2 1s 1 S
+R O 1957 1958 - S lastSu 1s 0 -
+R O 1958 o - Mar 30 1s 1 S
+R O 1959 o - May 31 1s 1 S
+R O 1959 1961 - O Su>=1 1s 0 -
+R O 1960 o - Ap 3 1s 1 S
+R O 1961 1964 - May lastSu 1s 1 S
+R O 1962 1964 - S lastSu 1s 0 -
+R p 1916 o - Jun 17 23 1 S
+R p 1916 o - N 1 1 0 -
+R p 1917 1921 - Mar 1 0 1 S
+R p 1917 1921 - O 14 24 0 -
+R p 1924 o - Ap 16 23s 1 S
+R p 1924 o - O 4 23s 0 -
+R p 1926 o - Ap 17 23s 1 S
+R p 1926 1929 - O Sa>=1 23s 0 -
+R p 1927 o - Ap 9 23s 1 S
+R p 1928 o - Ap 14 23s 1 S
+R p 1929 o - Ap 20 23s 1 S
+R p 1931 o - Ap 18 23s 1 S
+R p 1931 1932 - O Sa>=1 23s 0 -
+R p 1932 o - Ap 2 23s 1 S
+R p 1934 o - Ap 7 23s 1 S
+R p 1934 1938 - O Sa>=1 23s 0 -
+R p 1935 o - Mar 30 23s 1 S
+R p 1936 o - Ap 18 23s 1 S
+R p 1937 o - Ap 3 23s 1 S
+R p 1938 o - Mar 26 23s 1 S
+R p 1939 o - Ap 15 23s 1 S
+R p 1939 o - N 18 23s 0 -
+R p 1940 o - F 24 23s 1 S
+R p 1940 o - O 7 23s 0 -
+R p 1941 o - Ap 5 23s 1 S
+R p 1941 o - O 5 23s 0 -
+R p 1942 1945 - Mar Sa>=8 23s 1 S
+R p 1942 o - Ap 25 22s 2 M
+R p 1942 o - Au 15 22s 1 S
+R p 1942 1945 - O Sa>=24 23s 0 -
+R p 1943 o - Ap 17 22s 2 M
+R p 1943 1945 - Au Sa>=25 22s 1 S
+R p 1944 1945 - Ap Sa>=21 22s 2 M
+R p 1946 o - Ap Sa>=1 23s 1 S
+R p 1946 o - O Sa>=1 23s 0 -
+R p 1947 1966 - Ap Su>=1 2s 1 S
+R p 1947 1965 - O Su>=1 2s 0 -
+R p 1976 o - S lastSu 1 0 -
+R p 1977 o - Mar lastSu 0s 1 S
+R p 1977 o - S lastSu 0s 0 -
+R p 1978 1980 - Ap Su>=1 1s 1 S
+R p 1978 o - O 1 1s 0 -
+R p 1979 1980 - S lastSu 1s 0 -
+R p 1981 1986 - Mar lastSu 0s 1 S
+R p 1981 1985 - S lastSu 0s 0 -
+R z 1932 o - May 21 0s 1 S
+R z 1932 1939 - O Su>=1 0s 0 -
+R z 1933 1939 - Ap Su>=2 0s 1 S
+R z 1979 o - May 27 0 1 S
+R z 1979 o - S lastSu 0 0 -
+R z 1980 o - Ap 5 23 1 S
+R z 1980 o - S lastSu 1 0 -
+R z 1991 1993 - Mar lastSu 0s 1 S
+R z 1991 1993 - S lastSu 0s 0 -
+R s 1918 o - Ap 15 23 1 S
+R s 1918 1919 - O 6 24s 0 -
+R s 1919 o - Ap 6 23 1 S
+R s 1924 o - Ap 16 23 1 S
+R s 1924 o - O 4 24s 0 -
+R s 1926 o - Ap 17 23 1 S
+R s 1926 1929 - O Sa>=1 24s 0 -
+R s 1927 o - Ap 9 23 1 S
+R s 1928 o - Ap 15 0 1 S
+R s 1929 o - Ap 20 23 1 S
+R s 1937 o - Jun 16 23 1 S
+R s 1937 o - O 2 24s 0 -
+R s 1938 o - Ap 2 23 1 S
+R s 1938 o - Ap 30 23 2 M
+R s 1938 o - O 2 24 1 S
+R s 1939 o - O 7 24s 0 -
+R s 1942 o - May 2 23 1 S
+R s 1942 o - S 1 1 0 -
+R s 1943 1946 - Ap Sa>=13 23 1 S
+R s 1943 1944 - O Su>=1 1 0 -
+R s 1945 1946 - S lastSu 1 0 -
+R s 1949 o - Ap 30 23 1 S
+R s 1949 o - O 2 1 0 -
+R s 1974 1975 - Ap Sa>=12 23 1 S
+R s 1974 1975 - O Su>=1 1 0 -
+R s 1976 o - Mar 27 23 1 S
+R s 1976 1977 - S lastSu 1 0 -
+R s 1977 o - Ap 2 23 1 S
+R s 1978 o - Ap 2 2s 1 S
+R s 1978 o - O 1 2s 0 -
+R Sp 1967 o - Jun 3 12 1 S
+R Sp 1967 o - O 1 0 0 -
+R Sp 1974 o - Jun 24 0 1 S
+R Sp 1974 o - S 1 0 0 -
+R Sp 1976 1977 - May 1 0 1 S
+R Sp 1976 o - Au 1 0 0 -
+R Sp 1977 o - S 28 0 0 -
+R Sp 1978 o - Jun 1 0 1 S
+R Sp 1978 o - Au 4 0 0 -
+R CH 1941 1942 - May M>=1 1 1 S
+R CH 1941 1942 - O M>=1 2 0 -
+R T 1916 o - May 1 0 1 S
+R T 1916 o - O 1 0 0 -
+R T 1920 o - Mar 28 0 1 S
+R T 1920 o - O 25 0 0 -
+R T 1921 o - Ap 3 0 1 S
+R T 1921 o - O 3 0 0 -
+R T 1922 o - Mar 26 0 1 S
+R T 1922 o - O 8 0 0 -
+R T 1924 o - May 13 0 1 S
+R T 1924 1925 - O 1 0 0 -
+R T 1925 o - May 1 0 1 S
+R T 1940 o - Jul 1 0 1 S
+R T 1940 o - O 6 0 0 -
+R T 1940 o - D 1 0 1 S
+R T 1941 o - S 21 0 0 -
+R T 1942 o - Ap 1 0 1 S
+R T 1945 o - O 8 0 0 -
+R T 1946 o - Jun 1 0 1 S
+R T 1946 o - O 1 0 0 -
+R T 1947 1948 - Ap Su>=16 0 1 S
+R T 1947 1951 - O Su>=2 0 0 -
+R T 1949 o - Ap 10 0 1 S
+R T 1950 o - Ap 16 0 1 S
+R T 1951 o - Ap 22 0 1 S
+R T 1962 o - Jul 15 0 1 S
+R T 1963 o - O 30 0 0 -
+R T 1964 o - May 15 0 1 S
+R T 1964 o - O 1 0 0 -
+R T 1973 o - Jun 3 1 1 S
+R T 1973 1976 - O Su>=31 2 0 -
+R T 1974 o - Mar 31 2 1 S
+R T 1975 o - Mar 22 2 1 S
+R T 1976 o - Mar 21 2 1 S
+R T 1977 1978 - Ap Su>=1 2 1 S
+R T 1977 1978 - O Su>=15 2 0 -
+R T 1978 o - Jun 29 0 0 -
+R T 1983 o - Jul 31 2 1 S
+R T 1983 o - O 2 2 0 -
+R T 1985 o - Ap 20 1s 1 S
+R T 1985 o - S 28 1s 0 -
+R T 1986 1993 - Mar lastSu 1s 1 S
+R T 1986 1995 - S lastSu 1s 0 -
+R T 1994 o - Mar 20 1s 1 S
+R T 1995 2006 - Mar lastSu 1s 1 S
+R T 1996 2006 - O lastSu 1s 0 -
+R u 1918 1919 - Mar lastSu 2 1 D
+R u 1918 1919 - O lastSu 2 0 S
+R u 1942 o - F 9 2 1 W
+R u 1945 o - Au 14 23u 1 P
+R u 1945 o - S 30 2 0 S
+R u 1967 2006 - O lastSu 2 0 S
+R u 1967 1973 - Ap lastSu 2 1 D
+R u 1974 o - Ja 6 2 1 D
+R u 1975 o - F lastSu 2 1 D
+R u 1976 1986 - Ap lastSu 2 1 D
+R u 1987 2006 - Ap Su>=1 2 1 D
+R u 2007 ma - Mar Su>=8 2 1 D
+R u 2007 ma - N Su>=1 2 0 S
+R NY 1920 o - Mar lastSu 2 1 D
+R NY 1920 o - O lastSu 2 0 S
+R NY 1921 1966 - Ap lastSu 2 1 D
+R NY 1921 1954 - S lastSu 2 0 S
+R NY 1955 1966 - O lastSu 2 0 S
+R Ch 1920 o - Jun 13 2 1 D
+R Ch 1920 1921 - O lastSu 2 0 S
+R Ch 1921 o - Mar lastSu 2 1 D
+R Ch 1922 1966 - Ap lastSu 2 1 D
+R Ch 1922 1954 - S lastSu 2 0 S
+R Ch 1955 1966 - O lastSu 2 0 S
+R De 1920 1921 - Mar lastSu 2 1 D
+R De 1920 o - O lastSu 2 0 S
+R De 1921 o - May 22 2 0 S
+R De 1965 1966 - Ap lastSu 2 1 D
+R De 1965 1966 - O lastSu 2 0 S
+R CA 1948 o - Mar 14 2:1 1 D
+R CA 1949 o - Ja 1 2 0 S
+R CA 1950 1966 - Ap lastSu 1 1 D
+R CA 1950 1961 - S lastSu 2 0 S
+R CA 1962 1966 - O lastSu 2 0 S
+R In 1941 o - Jun 22 2 1 D
+R In 1941 1954 - S lastSu 2 0 S
+R In 1946 1954 - Ap lastSu 2 1 D
+R Ma 1951 o - Ap lastSu 2 1 D
+R Ma 1951 o - S lastSu 2 0 S
+R Ma 1954 1960 - Ap lastSu 2 1 D
+R Ma 1954 1960 - S lastSu 2 0 S
+R V 1946 o - Ap lastSu 2 1 D
+R V 1946 o - S lastSu 2 0 S
+R V 1953 1954 - Ap lastSu 2 1 D
+R V 1953 1959 - S lastSu 2 0 S
+R V 1955 o - May 1 0 1 D
+R V 1956 1963 - Ap lastSu 2 1 D
+R V 1960 o - O lastSu 2 0 S
+R V 1961 o - S lastSu 2 0 S
+R V 1962 1963 - O lastSu 2 0 S
+R Pe 1955 o - May 1 0 1 D
+R Pe 1955 1960 - S lastSu 2 0 S
+R Pe 1956 1963 - Ap lastSu 2 1 D
+R Pe 1961 1963 - O lastSu 2 0 S
+R Pi 1955 o - May 1 0 1 D
+R Pi 1955 1960 - S lastSu 2 0 S
+R Pi 1956 1964 - Ap lastSu 2 1 D
+R Pi 1961 1964 - O lastSu 2 0 S
+R St 1947 1961 - Ap lastSu 2 1 D
+R St 1947 1954 - S lastSu 2 0 S
+R St 1955 1956 - O lastSu 2 0 S
+R St 1957 1958 - S lastSu 2 0 S
+R St 1959 1961 - O lastSu 2 0 S
+R Pu 1946 1960 - Ap lastSu 2 1 D
+R Pu 1946 1954 - S lastSu 2 0 S
+R Pu 1955 1956 - O lastSu 2 0 S
+R Pu 1957 1960 - S lastSu 2 0 S
+R v 1921 o - May 1 2 1 D
+R v 1921 o - S 1 2 0 S
+R v 1941 o - Ap lastSu 2 1 D
+R v 1941 o - S lastSu 2 0 S
+R v 1946 o - Ap lastSu 0:1 1 D
+R v 1946 o - Jun 2 2 0 S
+R v 1950 1961 - Ap lastSu 2 1 D
+R v 1950 1955 - S lastSu 2 0 S
+R v 1956 1961 - O lastSu 2 0 S
+R Dt 1948 o - Ap lastSu 2 1 D
+R Dt 1948 o - S lastSu 2 0 S
+R Me 1946 o - Ap lastSu 2 1 D
+R Me 1946 o - S lastSu 2 0 S
+R Me 1966 o - Ap lastSu 2 1 D
+R Me 1966 o - O lastSu 2 0 S
+R C 1918 o - Ap 14 2 1 D
+R C 1918 o - O 27 2 0 S
+R C 1942 o - F 9 2 1 W
+R C 1945 o - Au 14 23u 1 P
+R C 1945 o - S 30 2 0 S
+R C 1974 1986 - Ap lastSu 2 1 D
+R C 1974 2006 - O lastSu 2 0 S
+R C 1987 2006 - Ap Su>=1 2 1 D
+R C 2007 ma - Mar Su>=8 2 1 D
+R C 2007 ma - N Su>=1 2 0 S
+R j 1917 o - Ap 8 2 1 D
+R j 1917 o - S 17 2 0 S
+R j 1919 o - May 5 23 1 D
+R j 1919 o - Au 12 23 0 S
+R j 1920 1935 - May Su>=1 23 1 D
+R j 1920 1935 - O lastSu 23 0 S
+R j 1936 1941 - May M>=9 0 1 D
+R j 1936 1941 - O M>=2 0 0 S
+R j 1946 1950 - May Su>=8 2 1 D
+R j 1946 1950 - O Su>=2 2 0 S
+R j 1951 1986 - Ap lastSu 2 1 D
+R j 1951 1959 - S lastSu 2 0 S
+R j 1960 1986 - O lastSu 2 0 S
+R j 1987 o - Ap Su>=1 0:1 1 D
+R j 1987 2006 - O lastSu 0:1 0 S
+R j 1988 o - Ap Su>=1 0:1 2 DD
+R j 1989 2006 - Ap Su>=1 0:1 1 D
+R j 2007 2011 - Mar Su>=8 0:1 1 D
+R j 2007 2010 - N Su>=1 0:1 0 S
+R H 1916 o - Ap 1 0 1 D
+R H 1916 o - O 1 0 0 S
+R H 1920 o - May 9 0 1 D
+R H 1920 o - Au 29 0 0 S
+R H 1921 o - May 6 0 1 D
+R H 1921 1922 - S 5 0 0 S
+R H 1922 o - Ap 30 0 1 D
+R H 1923 1925 - May Su>=1 0 1 D
+R H 1923 o - S 4 0 0 S
+R H 1924 o - S 15 0 0 S
+R H 1925 o - S 28 0 0 S
+R H 1926 o - May 16 0 1 D
+R H 1926 o - S 13 0 0 S
+R H 1927 o - May 1 0 1 D
+R H 1927 o - S 26 0 0 S
+R H 1928 1931 - May Su>=8 0 1 D
+R H 1928 o - S 9 0 0 S
+R H 1929 o - S 3 0 0 S
+R H 1930 o - S 15 0 0 S
+R H 1931 1932 - S M>=24 0 0 S
+R H 1932 o - May 1 0 1 D
+R H 1933 o - Ap 30 0 1 D
+R H 1933 o - O 2 0 0 S
+R H 1934 o - May 20 0 1 D
+R H 1934 o - S 16 0 0 S
+R H 1935 o - Jun 2 0 1 D
+R H 1935 o - S 30 0 0 S
+R H 1936 o - Jun 1 0 1 D
+R H 1936 o - S 14 0 0 S
+R H 1937 1938 - May Su>=1 0 1 D
+R H 1937 1941 - S M>=24 0 0 S
+R H 1939 o - May 28 0 1 D
+R H 1940 1941 - May Su>=1 0 1 D
+R H 1946 1949 - Ap lastSu 2 1 D
+R H 1946 1949 - S lastSu 2 0 S
+R H 1951 1954 - Ap lastSu 2 1 D
+R H 1951 1954 - S lastSu 2 0 S
+R H 1956 1959 - Ap lastSu 2 1 D
+R H 1956 1959 - S lastSu 2 0 S
+R H 1962 1973 - Ap lastSu 2 1 D
+R H 1962 1973 - O lastSu 2 0 S
+R o 1933 1935 - Jun Su>=8 1 1 D
+R o 1933 1935 - S Su>=8 1 0 S
+R o 1936 1938 - Jun Su>=1 1 1 D
+R o 1936 1938 - S Su>=1 1 0 S
+R o 1939 o - May 27 1 1 D
+R o 1939 1941 - S Sa>=21 1 0 S
+R o 1940 o - May 19 1 1 D
+R o 1941 o - May 4 1 1 D
+R o 1946 1972 - Ap lastSu 2 1 D
+R o 1946 1956 - S lastSu 2 0 S
+R o 1957 1972 - O lastSu 2 0 S
+R o 1993 2006 - Ap Su>=1 0:1 1 D
+R o 1993 2006 - O lastSu 0:1 0 S
+R t 1919 o - Mar 30 23:30 1 D
+R t 1919 o - O 26 0 0 S
+R t 1920 o - May 2 2 1 D
+R t 1920 o - S 26 0 0 S
+R t 1921 o - May 15 2 1 D
+R t 1921 o - S 15 2 0 S
+R t 1922 1923 - May Su>=8 2 1 D
+R t 1922 1926 - S Su>=15 2 0 S
+R t 1924 1927 - May Su>=1 2 1 D
+R t 1927 1937 - S Su>=25 2 0 S
+R t 1928 1937 - Ap Su>=25 2 1 D
+R t 1938 1940 - Ap lastSu 2 1 D
+R t 1938 1939 - S lastSu 2 0 S
+R t 1945 1948 - S lastSu 2 0 S
+R t 1946 1973 - Ap lastSu 2 1 D
+R t 1949 1950 - N lastSu 2 0 S
+R t 1951 1956 - S lastSu 2 0 S
+R t 1957 1973 - O lastSu 2 0 S
+R W 1916 o - Ap 23 0 1 D
+R W 1916 o - S 17 0 0 S
+R W 1918 o - Ap 14 2 1 D
+R W 1918 o - O 27 2 0 S
+R W 1937 o - May 16 2 1 D
+R W 1937 o - S 26 2 0 S
+R W 1942 o - F 9 2 1 W
+R W 1945 o - Au 14 23u 1 P
+R W 1945 o - S lastSu 2 0 S
+R W 1946 o - May 12 2 1 D
+R W 1946 o - O 13 2 0 S
+R W 1947 1949 - Ap lastSu 2 1 D
+R W 1947 1949 - S lastSu 2 0 S
+R W 1950 o - May 1 2 1 D
+R W 1950 o - S 30 2 0 S
+R W 1951 1960 - Ap lastSu 2 1 D
+R W 1951 1958 - S lastSu 2 0 S
+R W 1959 o - O lastSu 2 0 S
+R W 1960 o - S lastSu 2 0 S
+R W 1963 o - Ap lastSu 2 1 D
+R W 1963 o - S 22 2 0 S
+R W 1966 1986 - Ap lastSu 2s 1 D
+R W 1966 2005 - O lastSu 2s 0 S
+R W 1987 2005 - Ap Su>=1 2s 1 D
+R r 1918 o - Ap 14 2 1 D
+R r 1918 o - O 27 2 0 S
+R r 1930 1934 - May Su>=1 0 1 D
+R r 1930 1934 - O Su>=1 0 0 S
+R r 1937 1941 - Ap Su>=8 0 1 D
+R r 1937 o - O Su>=8 0 0 S
+R r 1938 o - O Su>=1 0 0 S
+R r 1939 1941 - O Su>=8 0 0 S
+R r 1942 o - F 9 2 1 W
+R r 1945 o - Au 14 23u 1 P
+R r 1945 o - S lastSu 2 0 S
+R r 1946 o - Ap Su>=8 2 1 D
+R r 1946 o - O Su>=8 2 0 S
+R r 1947 1957 - Ap lastSu 2 1 D
+R r 1947 1957 - S lastSu 2 0 S
+R r 1959 o - Ap lastSu 2 1 D
+R r 1959 o - O lastSu 2 0 S
+R Sw 1957 o - Ap lastSu 2 1 D
+R Sw 1957 o - O lastSu 2 0 S
+R Sw 1959 1961 - Ap lastSu 2 1 D
+R Sw 1959 o - O lastSu 2 0 S
+R Sw 1960 1961 - S lastSu 2 0 S
+R Ed 1918 1919 - Ap Su>=8 2 1 D
+R Ed 1918 o - O 27 2 0 S
+R Ed 1919 o - May 27 2 0 S
+R Ed 1920 1923 - Ap lastSu 2 1 D
+R Ed 1920 o - O lastSu 2 0 S
+R Ed 1921 1923 - S lastSu 2 0 S
+R Ed 1942 o - F 9 2 1 W
+R Ed 1945 o - Au 14 23u 1 P
+R Ed 1945 o - S lastSu 2 0 S
+R Ed 1947 o - Ap lastSu 2 1 D
+R Ed 1947 o - S lastSu 2 0 S
+R Ed 1972 1986 - Ap lastSu 2 1 D
+R Ed 1972 2006 - O lastSu 2 0 S
+R Va 1918 o - Ap 14 2 1 D
+R Va 1918 o - O 27 2 0 S
+R Va 1942 o - F 9 2 1 W
+R Va 1945 o - Au 14 23u 1 P
+R Va 1945 o - S 30 2 0 S
+R Va 1946 1986 - Ap lastSu 2 1 D
+R Va 1946 o - S 29 2 0 S
+R Va 1947 1961 - S lastSu 2 0 S
+R Va 1962 2006 - O lastSu 2 0 S
+R Y 1918 o - Ap 14 2 1 D
+R Y 1918 o - O 27 2 0 S
+R Y 1919 o - May 25 2 1 D
+R Y 1919 o - N 1 0 0 S
+R Y 1942 o - F 9 2 1 W
+R Y 1945 o - Au 14 23u 1 P
+R Y 1945 o - S 30 2 0 S
+R Y 1972 1986 - Ap lastSu 2 1 D
+R Y 1972 2006 - O lastSu 2 0 S
+R Y 1987 2006 - Ap Su>=1 2 1 D
+R Yu 1965 o - Ap lastSu 0 2 DD
+R Yu 1965 o - O lastSu 2 0 S
+R m 1931 o - Ap 30 0 1 D
+R m 1931 o - O 1 0 0 S
+R m 1939 o - F 5 0 1 D
+R m 1939 o - Jun 25 0 0 S
+R m 1940 o - D 9 0 1 D
+R m 1941 o - Ap 1 0 0 S
+R m 1943 o - D 16 0 1 W
+R m 1944 o - May 1 0 0 S
+R m 1950 o - F 12 0 1 D
+R m 1950 o - Jul 30 0 0 S
+R m 1996 2000 - Ap Su>=1 2 1 D
+R m 1996 2000 - O lastSu 2 0 S
+R m 2001 o - May Su>=1 2 1 D
+R m 2001 o - S lastSu 2 0 S
+R m 2002 2022 - Ap Su>=1 2 1 D
+R m 2002 2022 - O lastSu 2 0 S
+R BB 1942 o - Ap 19 5u 1 D
+R BB 1942 o - Au 31 6u 0 S
+R BB 1943 o - May 2 5u 1 D
+R BB 1943 o - S 5 6u 0 S
+R BB 1944 o - Ap 10 5u 0:30 -
+R BB 1944 o - S 10 6u 0 S
+R BB 1977 o - Jun 12 2 1 D
+R BB 1977 1978 - O Su>=1 2 0 S
+R BB 1978 1980 - Ap Su>=15 2 1 D
+R BB 1979 o - S 30 2 0 S
+R BB 1980 o - S 25 2 0 S
+R BZ 1918 1941 - O Sa>=1 24 0:30 -0530
+R BZ 1919 1942 - F Sa>=8 24 0 CST
+R BZ 1942 o - Jun 27 24 1 CWT
+R BZ 1945 o - Au 14 23u 1 CPT
+R BZ 1945 o - D 15 24 0 CST
+R BZ 1947 1967 - O Sa>=1 24 0:30 -0530
+R BZ 1948 1968 - F Sa>=8 24 0 CST
+R BZ 1973 o - D 5 0 1 CDT
+R BZ 1974 o - F 9 0 0 CST
+R BZ 1982 o - D 18 0 1 CDT
+R BZ 1983 o - F 12 0 0 CST
+R Be 1917 o - Ap 5 24 1 -
+R Be 1917 o - S 30 24 0 -
+R Be 1918 o - Ap 13 24 1 -
+R Be 1918 o - S 15 24 0 S
+R Be 1942 o - Ja 11 2 1 D
+R Be 1942 o - O 18 2 0 S
+R Be 1943 o - Mar 21 2 1 D
+R Be 1943 o - O 31 2 0 S
+R Be 1944 1945 - Mar Su>=8 2 1 D
+R Be 1944 1945 - N Su>=1 2 0 S
+R Be 1947 o - May Su>=15 2 1 D
+R Be 1947 o - S Su>=8 2 0 S
+R Be 1948 1952 - May Su>=22 2 1 D
+R Be 1948 1952 - S Su>=1 2 0 S
+R Be 1956 o - May Su>=22 2 1 D
+R Be 1956 o - O lastSu 2 0 S
+R CR 1979 1980 - F lastSu 0 1 D
+R CR 1979 1980 - Jun Su>=1 0 0 S
+R CR 1991 1992 - Ja Sa>=15 0 1 D
+R CR 1991 o - Jul 1 0 0 S
+R CR 1992 o - Mar 15 0 0 S
+R Q 1928 o - Jun 10 0 1 D
+R Q 1928 o - O 10 0 0 S
+R Q 1940 1942 - Jun Su>=1 0 1 D
+R Q 1940 1942 - S Su>=1 0 0 S
+R Q 1945 1946 - Jun Su>=1 0 1 D
+R Q 1945 1946 - S Su>=1 0 0 S
+R Q 1965 o - Jun 1 0 1 D
+R Q 1965 o - S 30 0 0 S
+R Q 1966 o - May 29 0 1 D
+R Q 1966 o - O 2 0 0 S
+R Q 1967 o - Ap 8 0 1 D
+R Q 1967 1968 - S Su>=8 0 0 S
+R Q 1968 o - Ap 14 0 1 D
+R Q 1969 1977 - Ap lastSu 0 1 D
+R Q 1969 1971 - O lastSu 0 0 S
+R Q 1972 1974 - O 8 0 0 S
+R Q 1975 1977 - O lastSu 0 0 S
+R Q 1978 o - May 7 0 1 D
+R Q 1978 1990 - O Su>=8 0 0 S
+R Q 1979 1980 - Mar Su>=15 0 1 D
+R Q 1981 1985 - May Su>=5 0 1 D
+R Q 1986 1989 - Mar Su>=14 0 1 D
+R Q 1990 1997 - Ap Su>=1 0 1 D
+R Q 1991 1995 - O Su>=8 0s 0 S
+R Q 1996 o - O 6 0s 0 S
+R Q 1997 o - O 12 0s 0 S
+R Q 1998 1999 - Mar lastSu 0s 1 D
+R Q 1998 2003 - O lastSu 0s 0 S
+R Q 2000 2003 - Ap Su>=1 0s 1 D
+R Q 2004 o - Mar lastSu 0s 1 D
+R Q 2006 2010 - O lastSu 0s 0 S
+R Q 2007 o - Mar Su>=8 0s 1 D
+R Q 2008 o - Mar Su>=15 0s 1 D
+R Q 2009 2010 - Mar Su>=8 0s 1 D
+R Q 2011 o - Mar Su>=15 0s 1 D
+R Q 2011 o - N 13 0s 0 S
+R Q 2012 o - Ap 1 0s 1 D
+R Q 2012 ma - N Su>=1 0s 0 S
+R Q 2013 ma - Mar Su>=8 0s 1 D
+R DO 1966 o - O 30 0 1 EDT
+R DO 1967 o - F 28 0 0 EST
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+R GT 1973 o - N 25 0 1 D
+R GT 1974 o - F 24 0 0 S
+R GT 1983 o - May 21 0 1 D
+R GT 1983 o - S 22 0 0 S
+R GT 1991 o - Mar 23 0 1 D
+R GT 1991 o - S 7 0 0 S
+R GT 2006 o - Ap 30 0 1 D
+R GT 2006 o - O 1 0 0 S
+R HT 1983 o - May 8 0 1 D
+R HT 1984 1987 - Ap lastSu 0 1 D
+R HT 1983 1987 - O lastSu 0 0 S
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+R HT 1988 1997 - O lastSu 1s 0 S
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+R HT 2005 2006 - O lastSu 0 0 S
+R HT 2012 2015 - Mar Su>=8 2 1 D
+R HT 2012 2015 - N Su>=1 2 0 S
+R HT 2017 ma - Mar Su>=8 2 1 D
+R HT 2017 ma - N Su>=1 2 0 S
+R HN 1987 1988 - May Su>=1 0 1 D
+R HN 1987 1988 - S lastSu 0 0 S
+R HN 2006 o - May Su>=1 0 1 D
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+R NI 2005 o - Ap 10 0 1 D
+R NI 2005 o - O Su>=1 0 0 S
+R NI 2006 o - Ap 30 2 1 D
+R NI 2006 o - O Su>=1 1 0 S
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+R A 1931 o - Ap 1 0 0 -
+R A 1931 o - O 15 0 1 -
+R A 1932 1940 - Mar 1 0 0 -
+R A 1932 1939 - N 1 0 1 -
+R A 1940 o - Jul 1 0 1 -
+R A 1941 o - Jun 15 0 0 -
+R A 1941 o - O 15 0 1 -
+R A 1943 o - Au 1 0 0 -
+R A 1943 o - O 15 0 1 -
+R A 1946 o - Mar 1 0 0 -
+R A 1946 o - O 1 0 1 -
+R A 1963 o - O 1 0 0 -
+R A 1963 o - D 15 0 1 -
+R A 1964 1966 - Mar 1 0 0 -
+R A 1964 1966 - O 15 0 1 -
+R A 1967 o - Ap 2 0 0 -
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+R A 1989 1993 - Mar Su>=1 0 0 -
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+R A 2000 o - Mar 3 0 0 -
+R A 2007 o - D 30 0 1 -
+R A 2008 2009 - Mar Su>=15 0 0 -
+R A 2008 o - O Su>=15 0 1 -
+R Sa 2008 2009 - Mar Su>=8 0 0 -
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+R B 1932 1933 - Ap 1 0 0 -
+R B 1932 o - O 3 0 1 -
+R B 1949 1952 - D 1 0 1 -
+R B 1950 o - Ap 16 1 0 -
+R B 1951 1952 - Ap 1 0 0 -
+R B 1953 o - Mar 1 0 0 -
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+R B 1964 o - Mar 1 0 0 -
+R B 1965 o - Ja 31 0 1 -
+R B 1965 o - Mar 31 0 0 -
+R B 1965 o - D 1 0 1 -
+R B 1966 1968 - Mar 1 0 0 -
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+R B 1985 o - N 2 0 1 -
+R B 1986 o - Mar 15 0 0 -
+R B 1986 o - O 25 0 1 -
+R B 1987 o - F 14 0 0 -
+R B 1987 o - O 25 0 1 -
+R B 1988 o - F 7 0 0 -
+R B 1988 o - O 16 0 1 -
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+R B 1990 o - F 11 0 0 -
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+R B 1996 o - F 11 0 0 -
+R B 1996 o - O 6 0 1 -
+R B 1997 o - F 16 0 0 -
+R B 1997 o - O 6 0 1 -
+R B 1998 o - Mar 1 0 0 -
+R B 1998 o - O 11 0 1 -
+R B 1999 o - F 21 0 0 -
+R B 1999 o - O 3 0 1 -
+R B 2000 o - F 27 0 0 -
+R B 2000 2001 - O Su>=8 0 1 -
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+R B 2002 o - N 3 0 1 -
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+R B 2004 o - N 2 0 1 -
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+R B 2006 o - N 5 0 1 -
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+R B 2007 o - O Su>=8 0 1 -
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+R B 2015 o - F Su>=22 0 0 -
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+R x 1927 1931 - S 1 0 1 -
+R x 1928 1932 - Ap 1 0 0 -
+R x 1968 o - N 3 4u 1 -
+R x 1969 o - Mar 30 3u 0 -
+R x 1969 o - N 23 4u 1 -
+R x 1970 o - Mar 29 3u 0 -
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+R x 1997 o - Mar 30 3u 0 -
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+R FK 1938 1942 - Mar Su>=19 0 0 -
+R FK 1939 o - O 1 0 1 -
+R FK 1940 1942 - S lastSu 0 1 -
+R FK 1943 o - Ja 1 0 0 -
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+R U 1941 o - Au 1 0 0:30 -
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+1 d CE%sT 1979 O 26
+0 d WE%sT 1981 May
+1 - CET
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+-1 - %z 1975
+0 - GMT
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+2 K EE%sT
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+1 - %z 1986
+0 M %z 2018 O 28 3
+1 M %z
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+0 Sp WE%sT 1984 Mar 16
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+1 E CE%sT
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+0 M %z 2018 O 28 3
+1 M %z
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+2 SA SAST
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+3 - EAT 2021 F
+2 - CAT
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+2 - CAT
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+1 - WAT
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+3 1 MSD 1996 O 27 3s
+3 - MSK 1997 Mar lastSu 1u
+2 E EE%sT 2014 Mar 30 2
+4 - MSK 2014 O 26 2s
+3 - MSK
+Z Europe/Sofia 1:33:16 - LMT 1880
+1:56:56 - IMT 1894 N 30
+2 - EET 1942 N 2 3
+1 c CE%sT 1945
+1 - CET 1945 Ap 2 3
+2 - EET 1979 Mar 31 23
+2 BG EE%sT 1982 S 26 3
+2 c EE%sT 1991
+2 e EE%sT 1997
+2 E EE%sT
+Z Europe/Tallinn 1:39 - LMT 1880
+1:39 - TMT 1918 F
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+1:39 - TMT 1921 May
+2 - EET 1940 Au 6
+3 - MSK 1941 S 15
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+2 - EET 2002 F 21
+2 E EE%sT
+Z Europe/Tirane 1:19:20 - LMT 1914
+1 - CET 1940 Jun 16
+1 q CE%sT 1984 Jul
+1 E CE%sT
+Z Europe/Ulyanovsk 3:13:36 - LMT 1919 Jul 1 0u
+3 - %z 1930 Jun 21
+4 R %z 1989 Mar 26 2s
+3 R %z 1991 Mar 31 2s
+2 R %z 1992 Ja 19 2s
+3 R %z 2011 Mar 27 2s
+4 - %z 2014 O 26 2s
+3 - %z 2016 Mar 27 2s
+4 - %z
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+1 1 CEST 1945 Ap 12 2s
+1 - CET 1946
+1 a CE%sT 1981
+1 E CE%sT
+Z Europe/Vilnius 1:41:16 - LMT 1880
+1:24 - WMT 1917
+1:35:36 - KMT 1919 O 10
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+2 - EET 1920 O 9
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+3 - MSK 1941 Jun 24
+1 c CE%sT 1944 Au
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+2 c EE%sT 1998
+2 - EET 1998 Mar 29 1u
+1 E CE%sT 1999 O 31 1u
+2 - EET 2003
+2 E EE%sT
+Z Europe/Volgograd 2:57:40 - LMT 1920 Ja 3
+3 - %z 1930 Jun 21
+4 - %z 1961 N 11
+4 R %z 1988 Mar 27 2s
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+4 - %z 1992 Mar 29 2s
+3 R MSK/MSD 2011 Mar 27 2s
+4 - MSK 2014 O 26 2s
+3 - MSK 2018 O 28 2s
+4 - %z 2020 D 27 2s
+3 - MSK
+Z Europe/Warsaw 1:24 - LMT 1880
+1:24 - WMT 1915 Au 5
+1 c CE%sT 1918 S 16 3
+2 O EE%sT 1922 Jun
+1 O CE%sT 1940 Jun 23 2
+1 c CE%sT 1944 O
+1 O CE%sT 1977
+1 W- CE%sT 1988
+1 E CE%sT
+Z Europe/Zurich 0:34:8 - LMT 1853 Jul 16
+0:29:46 - BMT 1894 Jun
+1 CH CE%sT 1981
+1 E CE%sT
+Z Factory 0 - -00
+Z Indian/Chagos 4:49:40 - LMT 1907
+5 - %z 1996
+6 - %z
+Z Indian/Maldives 4:54 - LMT 1880
+4:54 - MMT 1960
+5 - %z
+Z Indian/Mauritius 3:50 - LMT 1907
+4 MU %z
+Z Pacific/Apia 12:33:4 - LMT 1892 Jul 5
+-11:26:56 - LMT 1911
+-11:30 - %z 1950
+-11 WS %z 2011 D 29 24
+13 WS %z
+Z Pacific/Auckland 11:39:4 - LMT 1868 N 2
+11:30 NZ NZ%sT 1946
+12 NZ NZ%sT
+Z Pacific/Bougainville 10:22:16 - LMT 1880
+9:48:32 - PMMT 1895
+10 - %z 1942 Jul
+9 - %z 1945 Au 21
+10 - %z 2014 D 28 2
+11 - %z
+Z Pacific/Chatham 12:13:48 - LMT 1868 N 2
+12:15 - %z 1946
+12:45 k %z
+Z Pacific/Easter -7:17:28 - LMT 1890
+-7:17:28 - EMT 1932 S
+-7 x %z 1982 Mar 14 3u
+-6 x %z
+Z Pacific/Efate 11:13:16 - LMT 1912 Ja 13
+11 VU %z
+Z Pacific/Fakaofo -11:24:56 - LMT 1901
+-11 - %z 2011 D 30
+13 - %z
+Z Pacific/Fiji 11:55:44 - LMT 1915 O 26
+12 FJ %z
+Z Pacific/Galapagos -5:58:24 - LMT 1931
+-5 - %z 1986
+-6 EC %z
+Z Pacific/Gambier -8:59:48 - LMT 1912 O
+-9 - %z
+Z Pacific/Guadalcanal 10:39:48 - LMT 1912 O
+11 - %z
+Z Pacific/Guam -14:21 - LMT 1844 D 31
+9:39 - LMT 1901
+10 - GST 1941 D 10
+9 - %z 1944 Jul 31
+10 Gu G%sT 2000 D 23
+10 - ChST
+Z Pacific/Honolulu -10:31:26 - LMT 1896 Ja 13 12
+-10:30 - HST 1933 Ap 30 2
+-10:30 1 HDT 1933 May 21 12
+-10:30 u H%sT 1947 Jun 8 2
+-10 - HST
+Z Pacific/Kanton 0 - -00 1937 Au 31
+-12 - %z 1979 O
+-11 - %z 1994 D 31
+13 - %z
+Z Pacific/Kiritimati -10:29:20 - LMT 1901
+-10:40 - %z 1979 O
+-10 - %z 1994 D 31
+14 - %z
+Z Pacific/Kosrae -13:8:4 - LMT 1844 D 31
+10:51:56 - LMT 1901
+11 - %z 1914 O
+9 - %z 1919 F
+11 - %z 1937
+10 - %z 1941 Ap
+9 - %z 1945 Au
+11 - %z 1969 O
+12 - %z 1999
+11 - %z
+Z Pacific/Kwajalein 11:9:20 - LMT 1901
+11 - %z 1937
+10 - %z 1941 Ap
+9 - %z 1944 F 6
+11 - %z 1969 O
+-12 - %z 1993 Au 20 24
+12 - %z
+Z Pacific/Marquesas -9:18 - LMT 1912 O
+-9:30 - %z
+Z Pacific/Nauru 11:7:40 - LMT 1921 Ja 15
+11:30 - %z 1942 Au 29
+9 - %z 1945 S 8
+11:30 - %z 1979 F 10 2
+12 - %z
+Z Pacific/Niue -11:19:40 - LMT 1952 O 16
+-11:20 - %z 1964 Jul
+-11 - %z
+Z Pacific/Norfolk 11:11:52 - LMT 1901
+11:12 - %z 1951
+11:30 - %z 1974 O 27 2s
+11:30 1 %z 1975 Mar 2 2s
+11:30 - %z 2015 O 4 2s
+11 - %z 2019 Jul
+11 AN %z
+Z Pacific/Noumea 11:5:48 - LMT 1912 Ja 13
+11 NC %z
+Z Pacific/Pago_Pago 12:37:12 - LMT 1892 Jul 5
+-11:22:48 - LMT 1911
+-11 - SST
+Z Pacific/Palau -15:2:4 - LMT 1844 D 31
+8:57:56 - LMT 1901
+9 - %z
+Z Pacific/Pitcairn -8:40:20 - LMT 1901
+-8:30 - %z 1998 Ap 27
+-8 - %z
+Z Pacific/Port_Moresby 9:48:40 - LMT 1880
+9:48:32 - PMMT 1895
+10 - %z
+Z Pacific/Rarotonga 13:20:56 - LMT 1899 D 26
+-10:39:4 - LMT 1952 O 16
+-10:30 - %z 1978 N 12
+-10 CK %z
+Z Pacific/Tahiti -9:58:16 - LMT 1912 O
+-10 - %z
+Z Pacific/Tarawa 11:32:4 - LMT 1901
+12 - %z
+Z Pacific/Tongatapu 12:19:12 - LMT 1945 S 10
+12:20 - %z 1961
+13 - %z 1999
+13 TO %z
+L Etc/GMT GMT
+L Australia/Sydney Australia/ACT
+L Australia/Lord_Howe Australia/LHI
+L Australia/Sydney Australia/NSW
+L Australia/Darwin Australia/North
+L Australia/Brisbane Australia/Queensland
+L Australia/Adelaide Australia/South
+L Australia/Hobart Australia/Tasmania
+L Australia/Melbourne Australia/Victoria
+L Australia/Perth Australia/West
+L Australia/Broken_Hill Australia/Yancowinna
+L America/Rio_Branco Brazil/Acre
+L America/Noronha Brazil/DeNoronha
+L America/Sao_Paulo Brazil/East
+L America/Manaus Brazil/West
+L Europe/Brussels CET
+L America/Chicago CST6CDT
+L America/Halifax Canada/Atlantic
+L America/Winnipeg Canada/Central
+L America/Toronto Canada/Eastern
+L America/Edmonton Canada/Mountain
+L America/St_Johns Canada/Newfoundland
+L America/Vancouver Canada/Pacific
+L America/Regina Canada/Saskatchewan
+L America/Whitehorse Canada/Yukon
+L America/Santiago Chile/Continental
+L Pacific/Easter Chile/EasterIsland
+L America/Havana Cuba
+L Europe/Athens EET
+L America/Panama EST
+L America/New_York EST5EDT
+L Africa/Cairo Egypt
+L Europe/Dublin Eire
+L Etc/GMT Etc/GMT+0
+L Etc/GMT Etc/GMT-0
+L Etc/GMT Etc/GMT0
+L Etc/GMT Etc/Greenwich
+L Etc/UTC Etc/UCT
+L Etc/UTC Etc/Universal
+L Etc/UTC Etc/Zulu
+L Europe/London GB
+L Europe/London GB-Eire
+L Etc/GMT GMT+0
+L Etc/GMT GMT-0
+L Etc/GMT GMT0
+L Etc/GMT Greenwich
+L Asia/Hong_Kong Hongkong
+L Africa/Abidjan Iceland
+L Asia/Tehran Iran
+L Asia/Jerusalem Israel
+L America/Jamaica Jamaica
+L Asia/Tokyo Japan
+L Pacific/Kwajalein Kwajalein
+L Africa/Tripoli Libya
+L Europe/Brussels MET
+L America/Phoenix MST
+L America/Denver MST7MDT
+L America/Tijuana Mexico/BajaNorte
+L America/Mazatlan Mexico/BajaSur
+L America/Mexico_City Mexico/General
+L Pacific/Auckland NZ
+L Pacific/Chatham NZ-CHAT
+L America/Denver Navajo
+L Asia/Shanghai PRC
+L Europe/Warsaw Poland
+L Europe/Lisbon Portugal
+L Asia/Taipei ROC
+L Asia/Seoul ROK
+L Asia/Singapore Singapore
+L Europe/Istanbul Turkey
+L Etc/UTC UCT
+L America/Anchorage US/Alaska
+L America/Adak US/Aleutian
+L America/Phoenix US/Arizona
+L America/Chicago US/Central
+L America/Indiana/Indianapolis US/East-Indiana
+L America/New_York US/Eastern
+L Pacific/Honolulu US/Hawaii
+L America/Indiana/Knox US/Indiana-Starke
+L America/Detroit US/Michigan
+L America/Denver US/Mountain
+L America/Los_Angeles US/Pacific
+L Pacific/Pago_Pago US/Samoa
+L Etc/UTC UTC
+L Etc/UTC Universal
+L Europe/Moscow W-SU
+L Etc/UTC Zulu
+L America/Argentina/Buenos_Aires America/Buenos_Aires
+L America/Argentina/Catamarca America/Catamarca
+L America/Argentina/Cordoba America/Cordoba
+L America/Indiana/Indianapolis America/Indianapolis
+L America/Argentina/Jujuy America/Jujuy
+L America/Indiana/Knox America/Knox_IN
+L America/Kentucky/Louisville America/Louisville
+L America/Argentina/Mendoza America/Mendoza
+L America/Puerto_Rico America/Virgin
+L Pacific/Pago_Pago Pacific/Samoa
+L Africa/Abidjan Africa/Accra
+L Africa/Nairobi Africa/Addis_Ababa
+L Africa/Nairobi Africa/Asmara
+L Africa/Abidjan Africa/Bamako
+L Africa/Lagos Africa/Bangui
+L Africa/Abidjan Africa/Banjul
+L Africa/Maputo Africa/Blantyre
+L Africa/Lagos Africa/Brazzaville
+L Africa/Maputo Africa/Bujumbura
+L Africa/Abidjan Africa/Conakry
+L Africa/Abidjan Africa/Dakar
+L Africa/Nairobi Africa/Dar_es_Salaam
+L Africa/Nairobi Africa/Djibouti
+L Africa/Lagos Africa/Douala
+L Africa/Abidjan Africa/Freetown
+L Africa/Maputo Africa/Gaborone
+L Africa/Maputo Africa/Harare
+L Africa/Nairobi Africa/Kampala
+L Africa/Maputo Africa/Kigali
+L Africa/Lagos Africa/Kinshasa
+L Africa/Lagos Africa/Libreville
+L Africa/Abidjan Africa/Lome
+L Africa/Lagos Africa/Luanda
+L Africa/Maputo Africa/Lubumbashi
+L Africa/Maputo Africa/Lusaka
+L Africa/Lagos Africa/Malabo
+L Africa/Johannesburg Africa/Maseru
+L Africa/Johannesburg Africa/Mbabane
+L Africa/Nairobi Africa/Mogadishu
+L Africa/Lagos Africa/Niamey
+L Africa/Abidjan Africa/Nouakchott
+L Africa/Abidjan Africa/Ouagadougou
+L Africa/Lagos Africa/Porto-Novo
+L America/Puerto_Rico America/Anguilla
+L America/Puerto_Rico America/Antigua
+L America/Puerto_Rico America/Aruba
+L America/Panama America/Atikokan
+L America/Puerto_Rico America/Blanc-Sablon
+L America/Panama America/Cayman
+L America/Phoenix America/Creston
+L America/Puerto_Rico America/Curacao
+L America/Puerto_Rico America/Dominica
+L America/Puerto_Rico America/Grenada
+L America/Puerto_Rico America/Guadeloupe
+L America/Puerto_Rico America/Kralendijk
+L America/Puerto_Rico America/Lower_Princes
+L America/Puerto_Rico America/Marigot
+L America/Puerto_Rico America/Montserrat
+L America/Toronto America/Nassau
+L America/Puerto_Rico America/Port_of_Spain
+L America/Puerto_Rico America/St_Barthelemy
+L America/Puerto_Rico America/St_Kitts
+L America/Puerto_Rico America/St_Lucia
+L America/Puerto_Rico America/St_Thomas
+L America/Puerto_Rico America/St_Vincent
+L America/Puerto_Rico America/Tortola
+L Pacific/Port_Moresby Antarctica/DumontDUrville
+L Pacific/Auckland Antarctica/McMurdo
+L Asia/Riyadh Antarctica/Syowa
+L Europe/Berlin Arctic/Longyearbyen
+L Asia/Riyadh Asia/Aden
+L Asia/Qatar Asia/Bahrain
+L Asia/Kuching Asia/Brunei
+L Asia/Singapore Asia/Kuala_Lumpur
+L Asia/Riyadh Asia/Kuwait
+L Asia/Dubai Asia/Muscat
+L Asia/Bangkok Asia/Phnom_Penh
+L Asia/Bangkok Asia/Vientiane
+L Africa/Abidjan Atlantic/Reykjavik
+L Africa/Abidjan Atlantic/St_Helena
+L Europe/Brussels Europe/Amsterdam
+L Europe/Prague Europe/Bratislava
+L Europe/Zurich Europe/Busingen
+L Europe/Berlin Europe/Copenhagen
+L Europe/London Europe/Guernsey
+L Europe/London Europe/Isle_of_Man
+L Europe/London Europe/Jersey
+L Europe/Belgrade Europe/Ljubljana
+L Europe/Brussels Europe/Luxembourg
+L Europe/Helsinki Europe/Mariehamn
+L Europe/Paris Europe/Monaco
+L Europe/Berlin Europe/Oslo
+L Europe/Belgrade Europe/Podgorica
+L Europe/Rome Europe/San_Marino
+L Europe/Belgrade Europe/Sarajevo
+L Europe/Belgrade Europe/Skopje
+L Europe/Berlin Europe/Stockholm
+L Europe/Zurich Europe/Vaduz
+L Europe/Rome Europe/Vatican
+L Europe/Belgrade Europe/Zagreb
+L Africa/Nairobi Indian/Antananarivo
+L Asia/Bangkok Indian/Christmas
+L Asia/Yangon Indian/Cocos
+L Africa/Nairobi Indian/Comoro
+L Indian/Maldives Indian/Kerguelen
+L Asia/Dubai Indian/Mahe
+L Africa/Nairobi Indian/Mayotte
+L Asia/Dubai Indian/Reunion
+L Pacific/Port_Moresby Pacific/Chuuk
+L Pacific/Tarawa Pacific/Funafuti
+L Pacific/Tarawa Pacific/Majuro
+L Pacific/Pago_Pago Pacific/Midway
+L Pacific/Guadalcanal Pacific/Pohnpei
+L Pacific/Guam Pacific/Saipan
+L Pacific/Tarawa Pacific/Wake
+L Pacific/Tarawa Pacific/Wallis
+L Africa/Abidjan Africa/Timbuktu
+L America/Argentina/Catamarca America/Argentina/ComodRivadavia
+L America/Adak America/Atka
+L America/Panama America/Coral_Harbour
+L America/Tijuana America/Ensenada
+L America/Indiana/Indianapolis America/Fort_Wayne
+L America/Toronto America/Montreal
+L America/Toronto America/Nipigon
+L America/Iqaluit America/Pangnirtung
+L America/Rio_Branco America/Porto_Acre
+L America/Winnipeg America/Rainy_River
+L America/Argentina/Cordoba America/Rosario
+L America/Tijuana America/Santa_Isabel
+L America/Denver America/Shiprock
+L America/Toronto America/Thunder_Bay
+L America/Edmonton America/Yellowknife
+L Pacific/Auckland Antarctica/South_Pole
+L Asia/Ulaanbaatar Asia/Choibalsan
+L Asia/Shanghai Asia/Chongqing
+L Asia/Shanghai Asia/Harbin
+L Asia/Urumqi Asia/Kashgar
+L Asia/Jerusalem Asia/Tel_Aviv
+L Europe/Berlin Atlantic/Jan_Mayen
+L Australia/Sydney Australia/Canberra
+L Australia/Hobart Australia/Currie
+L Europe/London Europe/Belfast
+L Europe/Chisinau Europe/Tiraspol
+L Europe/Kyiv Europe/Uzhgorod
+L Europe/Kyiv Europe/Zaporozhye
+L Pacific/Kanton Pacific/Enderbury
+L Pacific/Honolulu Pacific/Johnston
+L Pacific/Port_Moresby Pacific/Yap
+L Europe/Lisbon WET
+L Africa/Nairobi Africa/Asmera
+L America/Nuuk America/Godthab
+L Asia/Ashgabat Asia/Ashkhabad
+L Asia/Kolkata Asia/Calcutta
+L Asia/Shanghai Asia/Chungking
+L Asia/Dhaka Asia/Dacca
+L Europe/Istanbul Asia/Istanbul
+L Asia/Kathmandu Asia/Katmandu
+L Asia/Macau Asia/Macao
+L Asia/Yangon Asia/Rangoon
+L Asia/Ho_Chi_Minh Asia/Saigon
+L Asia/Thimphu Asia/Thimbu
+L Asia/Makassar Asia/Ujung_Pandang
+L Asia/Ulaanbaatar Asia/Ulan_Bator
+L Atlantic/Faroe Atlantic/Faeroe
+L Europe/Kyiv Europe/Kiev
+L Asia/Nicosia Europe/Nicosia
+L Pacific/Honolulu HST
+L America/Los_Angeles PST8PDT
+L Pacific/Guadalcanal Pacific/Ponape
+L Pacific/Port_Moresby Pacific/Truk
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone.tab b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone.tab
new file mode 100644
index 0000000000000000000000000000000000000000..2626b0550341a0605087f33cac6952d5fbb24e67
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone.tab
@@ -0,0 +1,448 @@
+# tzdb timezone descriptions (deprecated version)
+#
+# This file is in the public domain, so clarified as of
+# 2009-05-17 by Arthur David Olson.
+#
+# From Paul Eggert (2021-09-20):
+# This file is intended as a backward-compatibility aid for older programs.
+# New programs should use zone1970.tab. This file is like zone1970.tab (see
+# zone1970.tab's comments), but with the following additional restrictions:
+#
+# 1. This file contains only ASCII characters.
+# 2. The first data column contains exactly one country code.
+#
+# Because of (2), each row stands for an area that is the intersection
+# of a region identified by a country code and of a timezone where civil
+# clocks have agreed since 1970; this is a narrower definition than
+# that of zone1970.tab.
+#
+# Unlike zone1970.tab, a row's third column can be a Link from
+# 'backward' instead of a Zone.
+#
+# This table is intended as an aid for users, to help them select timezones
+# appropriate for their practical needs. It is not intended to take or
+# endorse any position on legal or territorial claims.
+#
+#country-
+#code coordinates TZ comments
+AD +4230+00131 Europe/Andorra
+AE +2518+05518 Asia/Dubai
+AF +3431+06912 Asia/Kabul
+AG +1703-06148 America/Antigua
+AI +1812-06304 America/Anguilla
+AL +4120+01950 Europe/Tirane
+AM +4011+04430 Asia/Yerevan
+AO -0848+01314 Africa/Luanda
+AQ -7750+16636 Antarctica/McMurdo New Zealand time - McMurdo, South Pole
+AQ -6617+11031 Antarctica/Casey Casey
+AQ -6835+07758 Antarctica/Davis Davis
+AQ -6640+14001 Antarctica/DumontDUrville Dumont-d'Urville
+AQ -6736+06253 Antarctica/Mawson Mawson
+AQ -6448-06406 Antarctica/Palmer Palmer
+AQ -6734-06808 Antarctica/Rothera Rothera
+AQ -690022+0393524 Antarctica/Syowa Syowa
+AQ -720041+0023206 Antarctica/Troll Troll
+AQ -7824+10654 Antarctica/Vostok Vostok
+AR -3436-05827 America/Argentina/Buenos_Aires Buenos Aires (BA, CF)
+AR -3124-06411 America/Argentina/Cordoba Argentina (most areas: CB, CC, CN, ER, FM, MN, SE, SF)
+AR -2447-06525 America/Argentina/Salta Salta (SA, LP, NQ, RN)
+AR -2411-06518 America/Argentina/Jujuy Jujuy (JY)
+AR -2649-06513 America/Argentina/Tucuman Tucuman (TM)
+AR -2828-06547 America/Argentina/Catamarca Catamarca (CT), Chubut (CH)
+AR -2926-06651 America/Argentina/La_Rioja La Rioja (LR)
+AR -3132-06831 America/Argentina/San_Juan San Juan (SJ)
+AR -3253-06849 America/Argentina/Mendoza Mendoza (MZ)
+AR -3319-06621 America/Argentina/San_Luis San Luis (SL)
+AR -5138-06913 America/Argentina/Rio_Gallegos Santa Cruz (SC)
+AR -5448-06818 America/Argentina/Ushuaia Tierra del Fuego (TF)
+AS -1416-17042 Pacific/Pago_Pago
+AT +4813+01620 Europe/Vienna
+AU -3133+15905 Australia/Lord_Howe Lord Howe Island
+AU -5430+15857 Antarctica/Macquarie Macquarie Island
+AU -4253+14719 Australia/Hobart Tasmania
+AU -3749+14458 Australia/Melbourne Victoria
+AU -3352+15113 Australia/Sydney New South Wales (most areas)
+AU -3157+14127 Australia/Broken_Hill New South Wales (Yancowinna)
+AU -2728+15302 Australia/Brisbane Queensland (most areas)
+AU -2016+14900 Australia/Lindeman Queensland (Whitsunday Islands)
+AU -3455+13835 Australia/Adelaide South Australia
+AU -1228+13050 Australia/Darwin Northern Territory
+AU -3157+11551 Australia/Perth Western Australia (most areas)
+AU -3143+12852 Australia/Eucla Western Australia (Eucla)
+AW +1230-06958 America/Aruba
+AX +6006+01957 Europe/Mariehamn
+AZ +4023+04951 Asia/Baku
+BA +4352+01825 Europe/Sarajevo
+BB +1306-05937 America/Barbados
+BD +2343+09025 Asia/Dhaka
+BE +5050+00420 Europe/Brussels
+BF +1222-00131 Africa/Ouagadougou
+BG +4241+02319 Europe/Sofia
+BH +2623+05035 Asia/Bahrain
+BI -0323+02922 Africa/Bujumbura
+BJ +0629+00237 Africa/Porto-Novo
+BL +1753-06251 America/St_Barthelemy
+BM +3217-06446 Atlantic/Bermuda
+BN +0456+11455 Asia/Brunei
+BO -1630-06809 America/La_Paz
+BQ +120903-0681636 America/Kralendijk
+BR -0351-03225 America/Noronha Atlantic islands
+BR -0127-04829 America/Belem Para (east), Amapa
+BR -0343-03830 America/Fortaleza Brazil (northeast: MA, PI, CE, RN, PB)
+BR -0803-03454 America/Recife Pernambuco
+BR -0712-04812 America/Araguaina Tocantins
+BR -0940-03543 America/Maceio Alagoas, Sergipe
+BR -1259-03831 America/Bahia Bahia
+BR -2332-04637 America/Sao_Paulo Brazil (southeast: GO, DF, MG, ES, RJ, SP, PR, SC, RS)
+BR -2027-05437 America/Campo_Grande Mato Grosso do Sul
+BR -1535-05605 America/Cuiaba Mato Grosso
+BR -0226-05452 America/Santarem Para (west)
+BR -0846-06354 America/Porto_Velho Rondonia
+BR +0249-06040 America/Boa_Vista Roraima
+BR -0308-06001 America/Manaus Amazonas (east)
+BR -0640-06952 America/Eirunepe Amazonas (west)
+BR -0958-06748 America/Rio_Branco Acre
+BS +2505-07721 America/Nassau
+BT +2728+08939 Asia/Thimphu
+BW -2439+02555 Africa/Gaborone
+BY +5354+02734 Europe/Minsk
+BZ +1730-08812 America/Belize
+CA +4734-05243 America/St_Johns Newfoundland, Labrador (SE)
+CA +4439-06336 America/Halifax Atlantic - NS (most areas), PE
+CA +4612-05957 America/Glace_Bay Atlantic - NS (Cape Breton)
+CA +4606-06447 America/Moncton Atlantic - New Brunswick
+CA +5320-06025 America/Goose_Bay Atlantic - Labrador (most areas)
+CA +5125-05707 America/Blanc-Sablon AST - QC (Lower North Shore)
+CA +4339-07923 America/Toronto Eastern - ON & QC (most areas)
+CA +6344-06828 America/Iqaluit Eastern - NU (most areas)
+CA +484531-0913718 America/Atikokan EST - ON (Atikokan), NU (Coral H)
+CA +4953-09709 America/Winnipeg Central - ON (west), Manitoba
+CA +744144-0944945 America/Resolute Central - NU (Resolute)
+CA +624900-0920459 America/Rankin_Inlet Central - NU (central)
+CA +5024-10439 America/Regina CST - SK (most areas)
+CA +5017-10750 America/Swift_Current CST - SK (midwest)
+CA +5333-11328 America/Edmonton Mountain - AB, BC(E), NT(E), SK(W)
+CA +690650-1050310 America/Cambridge_Bay Mountain - NU (west)
+CA +682059-1334300 America/Inuvik Mountain - NT (west)
+CA +4906-11631 America/Creston MST - BC (Creston)
+CA +5546-12014 America/Dawson_Creek MST - BC (Dawson Cr, Ft St John)
+CA +5848-12242 America/Fort_Nelson MST - BC (Ft Nelson)
+CA +6043-13503 America/Whitehorse MST - Yukon (east)
+CA +6404-13925 America/Dawson MST - Yukon (west)
+CA +4916-12307 America/Vancouver Pacific - BC (most areas)
+CC -1210+09655 Indian/Cocos
+CD -0418+01518 Africa/Kinshasa Dem. Rep. of Congo (west)
+CD -1140+02728 Africa/Lubumbashi Dem. Rep. of Congo (east)
+CF +0422+01835 Africa/Bangui
+CG -0416+01517 Africa/Brazzaville
+CH +4723+00832 Europe/Zurich
+CI +0519-00402 Africa/Abidjan
+CK -2114-15946 Pacific/Rarotonga
+CL -3327-07040 America/Santiago most of Chile
+CL -4534-07204 America/Coyhaique Aysen Region
+CL -5309-07055 America/Punta_Arenas Magallanes Region
+CL -2709-10926 Pacific/Easter Easter Island
+CM +0403+00942 Africa/Douala
+CN +3114+12128 Asia/Shanghai Beijing Time
+CN +4348+08735 Asia/Urumqi Xinjiang Time
+CO +0436-07405 America/Bogota
+CR +0956-08405 America/Costa_Rica
+CU +2308-08222 America/Havana
+CV +1455-02331 Atlantic/Cape_Verde
+CW +1211-06900 America/Curacao
+CX -1025+10543 Indian/Christmas
+CY +3510+03322 Asia/Nicosia most of Cyprus
+CY +3507+03357 Asia/Famagusta Northern Cyprus
+CZ +5005+01426 Europe/Prague
+DE +5230+01322 Europe/Berlin most of Germany
+DE +4742+00841 Europe/Busingen Busingen
+DJ +1136+04309 Africa/Djibouti
+DK +5540+01235 Europe/Copenhagen
+DM +1518-06124 America/Dominica
+DO +1828-06954 America/Santo_Domingo
+DZ +3647+00303 Africa/Algiers
+EC -0210-07950 America/Guayaquil Ecuador (mainland)
+EC -0054-08936 Pacific/Galapagos Galapagos Islands
+EE +5925+02445 Europe/Tallinn
+EG +3003+03115 Africa/Cairo
+EH +2709-01312 Africa/El_Aaiun
+ER +1520+03853 Africa/Asmara
+ES +4024-00341 Europe/Madrid Spain (mainland)
+ES +3553-00519 Africa/Ceuta Ceuta, Melilla
+ES +2806-01524 Atlantic/Canary Canary Islands
+ET +0902+03842 Africa/Addis_Ababa
+FI +6010+02458 Europe/Helsinki
+FJ -1808+17825 Pacific/Fiji
+FK -5142-05751 Atlantic/Stanley
+FM +0725+15147 Pacific/Chuuk Chuuk/Truk, Yap
+FM +0658+15813 Pacific/Pohnpei Pohnpei/Ponape
+FM +0519+16259 Pacific/Kosrae Kosrae
+FO +6201-00646 Atlantic/Faroe
+FR +4852+00220 Europe/Paris
+GA +0023+00927 Africa/Libreville
+GB +513030-0000731 Europe/London
+GD +1203-06145 America/Grenada
+GE +4143+04449 Asia/Tbilisi
+GF +0456-05220 America/Cayenne
+GG +492717-0023210 Europe/Guernsey
+GH +0533-00013 Africa/Accra
+GI +3608-00521 Europe/Gibraltar
+GL +6411-05144 America/Nuuk most of Greenland
+GL +7646-01840 America/Danmarkshavn National Park (east coast)
+GL +7029-02158 America/Scoresbysund Scoresbysund/Ittoqqortoormiit
+GL +7634-06847 America/Thule Thule/Pituffik
+GM +1328-01639 Africa/Banjul
+GN +0931-01343 Africa/Conakry
+GP +1614-06132 America/Guadeloupe
+GQ +0345+00847 Africa/Malabo
+GR +3758+02343 Europe/Athens
+GS -5416-03632 Atlantic/South_Georgia
+GT +1438-09031 America/Guatemala
+GU +1328+14445 Pacific/Guam
+GW +1151-01535 Africa/Bissau
+GY +0648-05810 America/Guyana
+HK +2217+11409 Asia/Hong_Kong
+HN +1406-08713 America/Tegucigalpa
+HR +4548+01558 Europe/Zagreb
+HT +1832-07220 America/Port-au-Prince
+HU +4730+01905 Europe/Budapest
+ID -0610+10648 Asia/Jakarta Java, Sumatra
+ID -0002+10920 Asia/Pontianak Borneo (west, central)
+ID -0507+11924 Asia/Makassar Borneo (east, south), Sulawesi/Celebes, Bali, Nusa Tengarra, Timor (west)
+ID -0232+14042 Asia/Jayapura New Guinea (West Papua / Irian Jaya), Malukus/Moluccas
+IE +5320-00615 Europe/Dublin
+IL +314650+0351326 Asia/Jerusalem
+IM +5409-00428 Europe/Isle_of_Man
+IN +2232+08822 Asia/Kolkata
+IO -0720+07225 Indian/Chagos
+IQ +3321+04425 Asia/Baghdad
+IR +3540+05126 Asia/Tehran
+IS +6409-02151 Atlantic/Reykjavik
+IT +4154+01229 Europe/Rome
+JE +491101-0020624 Europe/Jersey
+JM +175805-0764736 America/Jamaica
+JO +3157+03556 Asia/Amman
+JP +353916+1394441 Asia/Tokyo
+KE -0117+03649 Africa/Nairobi
+KG +4254+07436 Asia/Bishkek
+KH +1133+10455 Asia/Phnom_Penh
+KI +0125+17300 Pacific/Tarawa Gilbert Islands
+KI -0247-17143 Pacific/Kanton Phoenix Islands
+KI +0152-15720 Pacific/Kiritimati Line Islands
+KM -1141+04316 Indian/Comoro
+KN +1718-06243 America/St_Kitts
+KP +3901+12545 Asia/Pyongyang
+KR +3733+12658 Asia/Seoul
+KW +2920+04759 Asia/Kuwait
+KY +1918-08123 America/Cayman
+KZ +4315+07657 Asia/Almaty most of Kazakhstan
+KZ +4448+06528 Asia/Qyzylorda Qyzylorda/Kyzylorda/Kzyl-Orda
+KZ +5312+06337 Asia/Qostanay Qostanay/Kostanay/Kustanay
+KZ +5017+05710 Asia/Aqtobe Aqtobe/Aktobe
+KZ +4431+05016 Asia/Aqtau Mangghystau/Mankistau
+KZ +4707+05156 Asia/Atyrau Atyrau/Atirau/Gur'yev
+KZ +5113+05121 Asia/Oral West Kazakhstan
+LA +1758+10236 Asia/Vientiane
+LB +3353+03530 Asia/Beirut
+LC +1401-06100 America/St_Lucia
+LI +4709+00931 Europe/Vaduz
+LK +0656+07951 Asia/Colombo
+LR +0618-01047 Africa/Monrovia
+LS -2928+02730 Africa/Maseru
+LT +5441+02519 Europe/Vilnius
+LU +4936+00609 Europe/Luxembourg
+LV +5657+02406 Europe/Riga
+LY +3254+01311 Africa/Tripoli
+MA +3339-00735 Africa/Casablanca
+MC +4342+00723 Europe/Monaco
+MD +4700+02850 Europe/Chisinau
+ME +4226+01916 Europe/Podgorica
+MF +1804-06305 America/Marigot
+MG -1855+04731 Indian/Antananarivo
+MH +0709+17112 Pacific/Majuro most of Marshall Islands
+MH +0905+16720 Pacific/Kwajalein Kwajalein
+MK +4159+02126 Europe/Skopje
+ML +1239-00800 Africa/Bamako
+MM +1647+09610 Asia/Yangon
+MN +4755+10653 Asia/Ulaanbaatar most of Mongolia
+MN +4801+09139 Asia/Hovd Bayan-Olgii, Hovd, Uvs
+MO +221150+1133230 Asia/Macau
+MP +1512+14545 Pacific/Saipan
+MQ +1436-06105 America/Martinique
+MR +1806-01557 Africa/Nouakchott
+MS +1643-06213 America/Montserrat
+MT +3554+01431 Europe/Malta
+MU -2010+05730 Indian/Mauritius
+MV +0410+07330 Indian/Maldives
+MW -1547+03500 Africa/Blantyre
+MX +1924-09909 America/Mexico_City Central Mexico
+MX +2105-08646 America/Cancun Quintana Roo
+MX +2058-08937 America/Merida Campeche, Yucatan
+MX +2540-10019 America/Monterrey Durango; Coahuila, Nuevo Leon, Tamaulipas (most areas)
+MX +2550-09730 America/Matamoros Coahuila, Nuevo Leon, Tamaulipas (US border)
+MX +2838-10605 America/Chihuahua Chihuahua (most areas)
+MX +3144-10629 America/Ciudad_Juarez Chihuahua (US border - west)
+MX +2934-10425 America/Ojinaga Chihuahua (US border - east)
+MX +2313-10625 America/Mazatlan Baja California Sur, Nayarit (most areas), Sinaloa
+MX +2048-10515 America/Bahia_Banderas Bahia de Banderas
+MX +2904-11058 America/Hermosillo Sonora
+MX +3232-11701 America/Tijuana Baja California
+MY +0310+10142 Asia/Kuala_Lumpur Malaysia (peninsula)
+MY +0133+11020 Asia/Kuching Sabah, Sarawak
+MZ -2558+03235 Africa/Maputo
+NA -2234+01706 Africa/Windhoek
+NC -2216+16627 Pacific/Noumea
+NE +1331+00207 Africa/Niamey
+NF -2903+16758 Pacific/Norfolk
+NG +0627+00324 Africa/Lagos
+NI +1209-08617 America/Managua
+NL +5222+00454 Europe/Amsterdam
+NO +5955+01045 Europe/Oslo
+NP +2743+08519 Asia/Kathmandu
+NR -0031+16655 Pacific/Nauru
+NU -1901-16955 Pacific/Niue
+NZ -3652+17446 Pacific/Auckland most of New Zealand
+NZ -4357-17633 Pacific/Chatham Chatham Islands
+OM +2336+05835 Asia/Muscat
+PA +0858-07932 America/Panama
+PE -1203-07703 America/Lima
+PF -1732-14934 Pacific/Tahiti Society Islands
+PF -0900-13930 Pacific/Marquesas Marquesas Islands
+PF -2308-13457 Pacific/Gambier Gambier Islands
+PG -0930+14710 Pacific/Port_Moresby most of Papua New Guinea
+PG -0613+15534 Pacific/Bougainville Bougainville
+PH +143512+1205804 Asia/Manila
+PK +2452+06703 Asia/Karachi
+PL +5215+02100 Europe/Warsaw
+PM +4703-05620 America/Miquelon
+PN -2504-13005 Pacific/Pitcairn
+PR +182806-0660622 America/Puerto_Rico
+PS +3130+03428 Asia/Gaza Gaza Strip
+PS +313200+0350542 Asia/Hebron West Bank
+PT +3843-00908 Europe/Lisbon Portugal (mainland)
+PT +3238-01654 Atlantic/Madeira Madeira Islands
+PT +3744-02540 Atlantic/Azores Azores
+PW +0720+13429 Pacific/Palau
+PY -2516-05740 America/Asuncion
+QA +2517+05132 Asia/Qatar
+RE -2052+05528 Indian/Reunion
+RO +4426+02606 Europe/Bucharest
+RS +4450+02030 Europe/Belgrade
+RU +5443+02030 Europe/Kaliningrad MSK-01 - Kaliningrad
+RU +554521+0373704 Europe/Moscow MSK+00 - Moscow area
+# The obsolescent zone.tab format cannot represent Europe/Simferopol well.
+# Put it in RU section and list as UA. See "territorial claims" above.
+# Programs should use zone1970.tab instead; see above.
+UA +4457+03406 Europe/Simferopol Crimea
+RU +5836+04939 Europe/Kirov MSK+00 - Kirov
+RU +4844+04425 Europe/Volgograd MSK+00 - Volgograd
+RU +4621+04803 Europe/Astrakhan MSK+01 - Astrakhan
+RU +5134+04602 Europe/Saratov MSK+01 - Saratov
+RU +5420+04824 Europe/Ulyanovsk MSK+01 - Ulyanovsk
+RU +5312+05009 Europe/Samara MSK+01 - Samara, Udmurtia
+RU +5651+06036 Asia/Yekaterinburg MSK+02 - Urals
+RU +5500+07324 Asia/Omsk MSK+03 - Omsk
+RU +5502+08255 Asia/Novosibirsk MSK+04 - Novosibirsk
+RU +5322+08345 Asia/Barnaul MSK+04 - Altai
+RU +5630+08458 Asia/Tomsk MSK+04 - Tomsk
+RU +5345+08707 Asia/Novokuznetsk MSK+04 - Kemerovo
+RU +5601+09250 Asia/Krasnoyarsk MSK+04 - Krasnoyarsk area
+RU +5216+10420 Asia/Irkutsk MSK+05 - Irkutsk, Buryatia
+RU +5203+11328 Asia/Chita MSK+06 - Zabaykalsky
+RU +6200+12940 Asia/Yakutsk MSK+06 - Lena River
+RU +623923+1353314 Asia/Khandyga MSK+06 - Tomponsky, Ust-Maysky
+RU +4310+13156 Asia/Vladivostok MSK+07 - Amur River
+RU +643337+1431336 Asia/Ust-Nera MSK+07 - Oymyakonsky
+RU +5934+15048 Asia/Magadan MSK+08 - Magadan
+RU +4658+14242 Asia/Sakhalin MSK+08 - Sakhalin Island
+RU +6728+15343 Asia/Srednekolymsk MSK+08 - Sakha (E), N Kuril Is
+RU +5301+15839 Asia/Kamchatka MSK+09 - Kamchatka
+RU +6445+17729 Asia/Anadyr MSK+09 - Bering Sea
+RW -0157+03004 Africa/Kigali
+SA +2438+04643 Asia/Riyadh
+SB -0932+16012 Pacific/Guadalcanal
+SC -0440+05528 Indian/Mahe
+SD +1536+03232 Africa/Khartoum
+SE +5920+01803 Europe/Stockholm
+SG +0117+10351 Asia/Singapore
+SH -1555-00542 Atlantic/St_Helena
+SI +4603+01431 Europe/Ljubljana
+SJ +7800+01600 Arctic/Longyearbyen
+SK +4809+01707 Europe/Bratislava
+SL +0830-01315 Africa/Freetown
+SM +4355+01228 Europe/San_Marino
+SN +1440-01726 Africa/Dakar
+SO +0204+04522 Africa/Mogadishu
+SR +0550-05510 America/Paramaribo
+SS +0451+03137 Africa/Juba
+ST +0020+00644 Africa/Sao_Tome
+SV +1342-08912 America/El_Salvador
+SX +180305-0630250 America/Lower_Princes
+SY +3330+03618 Asia/Damascus
+SZ -2618+03106 Africa/Mbabane
+TC +2128-07108 America/Grand_Turk
+TD +1207+01503 Africa/Ndjamena
+TF -492110+0701303 Indian/Kerguelen
+TG +0608+00113 Africa/Lome
+TH +1345+10031 Asia/Bangkok
+TJ +3835+06848 Asia/Dushanbe
+TK -0922-17114 Pacific/Fakaofo
+TL -0833+12535 Asia/Dili
+TM +3757+05823 Asia/Ashgabat
+TN +3648+01011 Africa/Tunis
+TO -210800-1751200 Pacific/Tongatapu
+TR +4101+02858 Europe/Istanbul
+TT +1039-06131 America/Port_of_Spain
+TV -0831+17913 Pacific/Funafuti
+TW +2503+12130 Asia/Taipei
+TZ -0648+03917 Africa/Dar_es_Salaam
+UA +5026+03031 Europe/Kyiv most of Ukraine
+UG +0019+03225 Africa/Kampala
+UM +2813-17722 Pacific/Midway Midway Islands
+UM +1917+16637 Pacific/Wake Wake Island
+US +404251-0740023 America/New_York Eastern (most areas)
+US +421953-0830245 America/Detroit Eastern - MI (most areas)
+US +381515-0854534 America/Kentucky/Louisville Eastern - KY (Louisville area)
+US +364947-0845057 America/Kentucky/Monticello Eastern - KY (Wayne)
+US +394606-0860929 America/Indiana/Indianapolis Eastern - IN (most areas)
+US +384038-0873143 America/Indiana/Vincennes Eastern - IN (Da, Du, K, Mn)
+US +410305-0863611 America/Indiana/Winamac Eastern - IN (Pulaski)
+US +382232-0862041 America/Indiana/Marengo Eastern - IN (Crawford)
+US +382931-0871643 America/Indiana/Petersburg Eastern - IN (Pike)
+US +384452-0850402 America/Indiana/Vevay Eastern - IN (Switzerland)
+US +415100-0873900 America/Chicago Central (most areas)
+US +375711-0864541 America/Indiana/Tell_City Central - IN (Perry)
+US +411745-0863730 America/Indiana/Knox Central - IN (Starke)
+US +450628-0873651 America/Menominee Central - MI (Wisconsin border)
+US +470659-1011757 America/North_Dakota/Center Central - ND (Oliver)
+US +465042-1012439 America/North_Dakota/New_Salem Central - ND (Morton rural)
+US +471551-1014640 America/North_Dakota/Beulah Central - ND (Mercer)
+US +394421-1045903 America/Denver Mountain (most areas)
+US +433649-1161209 America/Boise Mountain - ID (south), OR (east)
+US +332654-1120424 America/Phoenix MST - AZ (except Navajo)
+US +340308-1181434 America/Los_Angeles Pacific
+US +611305-1495401 America/Anchorage Alaska (most areas)
+US +581807-1342511 America/Juneau Alaska - Juneau area
+US +571035-1351807 America/Sitka Alaska - Sitka area
+US +550737-1313435 America/Metlakatla Alaska - Annette Island
+US +593249-1394338 America/Yakutat Alaska - Yakutat
+US +643004-1652423 America/Nome Alaska (west)
+US +515248-1763929 America/Adak Alaska - western Aleutians
+US +211825-1575130 Pacific/Honolulu Hawaii
+UY -345433-0561245 America/Montevideo
+UZ +3940+06648 Asia/Samarkand Uzbekistan (west)
+UZ +4120+06918 Asia/Tashkent Uzbekistan (east)
+VA +415408+0122711 Europe/Vatican
+VC +1309-06114 America/St_Vincent
+VE +1030-06656 America/Caracas
+VG +1827-06437 America/Tortola
+VI +1821-06456 America/St_Thomas
+VN +1045+10640 Asia/Ho_Chi_Minh
+VU -1740+16825 Pacific/Efate
+WF -1318-17610 Pacific/Wallis
+WS -1350-17144 Pacific/Apia
+YE +1245+04512 Asia/Aden
+YT -1247+04514 Indian/Mayotte
+ZA -2615+02800 Africa/Johannesburg
+ZM -1525+02817 Africa/Lusaka
+ZW -1750+03103 Africa/Harare
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone1970.tab b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone1970.tab
new file mode 100644
index 0000000000000000000000000000000000000000..cd43e3d2e0d8a4550ea6ae52d0516a4f2e987a0b
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zone1970.tab
@@ -0,0 +1,375 @@
+# tzdb timezone descriptions
+#
+# This file is in the public domain.
+#
+# From Paul Eggert (2025-05-15):
+# This file contains a table where each row stands for a timezone where
+# civil timestamps have agreed since 1970. Columns are separated by
+# a single tab. Lines beginning with ‘#’ are comments. All text uses
+# UTF-8 encoding. The columns of the table are as follows:
+#
+# 1. The countries that overlap the timezone, as a comma-separated list
+# of ISO 3166 2-character country codes.
+# 2. Latitude and longitude of the timezone’s principal location
+# in ISO 6709 sign-degrees-minutes-seconds format,
+# either ±DDMM±DDDMM or ±DDMMSS±DDDMMSS,
+# first latitude (+ is north), then longitude (+ is east).
+# 3. Timezone name used in value of TZ environment variable.
+# Please see the theory.html file for how these names are chosen.
+# If multiple timezones overlap a country, each has a row in the
+# table, with each column 1 containing the country code.
+# 4. Comments; present if and only if countries have multiple timezones,
+# and useful only for those countries. For example, the comments
+# for the row with countries CH,DE,LI and name Europe/Zurich
+# are useful only for DE, since CH and LI have no other timezones.
+#
+# If a timezone covers multiple countries, the most-populous city is used,
+# and that country is listed first in column 1; any other countries
+# are listed alphabetically by country code. The table is sorted
+# first by country code, then (if possible) by an order within the
+# country that (1) makes some geographical sense, and (2) puts the
+# most populous timezones first, where that does not contradict (1).
+#
+# This table is intended as an aid for users, to help them select timezones
+# appropriate for their practical needs. It is not intended to take or
+# endorse any position on legal or territorial claims.
+#
+#country-
+#codes coordinates TZ comments
+AD +4230+00131 Europe/Andorra
+AE,OM,RE,SC,TF +2518+05518 Asia/Dubai Crozet
+AF +3431+06912 Asia/Kabul
+AL +4120+01950 Europe/Tirane
+AM +4011+04430 Asia/Yerevan
+AQ -6617+11031 Antarctica/Casey Casey
+AQ -6835+07758 Antarctica/Davis Davis
+AQ -6736+06253 Antarctica/Mawson Mawson
+AQ -6448-06406 Antarctica/Palmer Palmer
+AQ -6734-06808 Antarctica/Rothera Rothera
+AQ -720041+0023206 Antarctica/Troll Troll
+AQ -7824+10654 Antarctica/Vostok Vostok
+AR -3436-05827 America/Argentina/Buenos_Aires Buenos Aires (BA, CF)
+AR -3124-06411 America/Argentina/Cordoba most areas: CB, CC, CN, ER, FM, MN, SE, SF
+AR -2447-06525 America/Argentina/Salta Salta (SA, LP, NQ, RN)
+AR -2411-06518 America/Argentina/Jujuy Jujuy (JY)
+AR -2649-06513 America/Argentina/Tucuman Tucumán (TM)
+AR -2828-06547 America/Argentina/Catamarca Catamarca (CT), Chubut (CH)
+AR -2926-06651 America/Argentina/La_Rioja La Rioja (LR)
+AR -3132-06831 America/Argentina/San_Juan San Juan (SJ)
+AR -3253-06849 America/Argentina/Mendoza Mendoza (MZ)
+AR -3319-06621 America/Argentina/San_Luis San Luis (SL)
+AR -5138-06913 America/Argentina/Rio_Gallegos Santa Cruz (SC)
+AR -5448-06818 America/Argentina/Ushuaia Tierra del Fuego (TF)
+AS,UM -1416-17042 Pacific/Pago_Pago Midway
+AT +4813+01620 Europe/Vienna
+AU -3133+15905 Australia/Lord_Howe Lord Howe Island
+AU -5430+15857 Antarctica/Macquarie Macquarie Island
+AU -4253+14719 Australia/Hobart Tasmania
+AU -3749+14458 Australia/Melbourne Victoria
+AU -3352+15113 Australia/Sydney New South Wales (most areas)
+AU -3157+14127 Australia/Broken_Hill New South Wales (Yancowinna)
+AU -2728+15302 Australia/Brisbane Queensland (most areas)
+AU -2016+14900 Australia/Lindeman Queensland (Whitsunday Islands)
+AU -3455+13835 Australia/Adelaide South Australia
+AU -1228+13050 Australia/Darwin Northern Territory
+AU -3157+11551 Australia/Perth Western Australia (most areas)
+AU -3143+12852 Australia/Eucla Western Australia (Eucla)
+AZ +4023+04951 Asia/Baku
+BB +1306-05937 America/Barbados
+BD +2343+09025 Asia/Dhaka
+BE,LU,NL +5050+00420 Europe/Brussels
+BG +4241+02319 Europe/Sofia
+BM +3217-06446 Atlantic/Bermuda
+BO -1630-06809 America/La_Paz
+BR -0351-03225 America/Noronha Atlantic islands
+BR -0127-04829 America/Belem Pará (east), Amapá
+BR -0343-03830 America/Fortaleza Brazil (northeast: MA, PI, CE, RN, PB)
+BR -0803-03454 America/Recife Pernambuco
+BR -0712-04812 America/Araguaina Tocantins
+BR -0940-03543 America/Maceio Alagoas, Sergipe
+BR -1259-03831 America/Bahia Bahia
+BR -2332-04637 America/Sao_Paulo Brazil (southeast: GO, DF, MG, ES, RJ, SP, PR, SC, RS)
+BR -2027-05437 America/Campo_Grande Mato Grosso do Sul
+BR -1535-05605 America/Cuiaba Mato Grosso
+BR -0226-05452 America/Santarem Pará (west)
+BR -0846-06354 America/Porto_Velho Rondônia
+BR +0249-06040 America/Boa_Vista Roraima
+BR -0308-06001 America/Manaus Amazonas (east)
+BR -0640-06952 America/Eirunepe Amazonas (west)
+BR -0958-06748 America/Rio_Branco Acre
+BT +2728+08939 Asia/Thimphu
+BY +5354+02734 Europe/Minsk
+BZ +1730-08812 America/Belize
+CA +4734-05243 America/St_Johns Newfoundland, Labrador (SE)
+CA +4439-06336 America/Halifax Atlantic - NS (most areas), PE
+CA +4612-05957 America/Glace_Bay Atlantic - NS (Cape Breton)
+CA +4606-06447 America/Moncton Atlantic - New Brunswick
+CA +5320-06025 America/Goose_Bay Atlantic - Labrador (most areas)
+CA,BS +4339-07923 America/Toronto Eastern - ON & QC (most areas)
+CA +6344-06828 America/Iqaluit Eastern - NU (most areas)
+CA +4953-09709 America/Winnipeg Central - ON (west), Manitoba
+CA +744144-0944945 America/Resolute Central - NU (Resolute)
+CA +624900-0920459 America/Rankin_Inlet Central - NU (central)
+CA +5024-10439 America/Regina CST - SK (most areas)
+CA +5017-10750 America/Swift_Current CST - SK (midwest)
+CA +5333-11328 America/Edmonton Mountain - AB, BC(E), NT(E), SK(W)
+CA +690650-1050310 America/Cambridge_Bay Mountain - NU (west)
+CA +682059-1334300 America/Inuvik Mountain - NT (west)
+CA +5546-12014 America/Dawson_Creek MST - BC (Dawson Cr, Ft St John)
+CA +5848-12242 America/Fort_Nelson MST - BC (Ft Nelson)
+CA +6043-13503 America/Whitehorse MST - Yukon (east)
+CA +6404-13925 America/Dawson MST - Yukon (west)
+CA +4916-12307 America/Vancouver Pacific - BC (most areas)
+CH,DE,LI +4723+00832 Europe/Zurich Büsingen
+CI,BF,GH,GM,GN,IS,ML,MR,SH,SL,SN,TG +0519-00402 Africa/Abidjan
+CK -2114-15946 Pacific/Rarotonga
+CL -3327-07040 America/Santiago most of Chile
+CL -4534-07204 America/Coyhaique Aysén Region
+CL -5309-07055 America/Punta_Arenas Magallanes Region
+CL -2709-10926 Pacific/Easter Easter Island
+CN +3114+12128 Asia/Shanghai Beijing Time
+CN +4348+08735 Asia/Urumqi Xinjiang Time
+CO +0436-07405 America/Bogota
+CR +0956-08405 America/Costa_Rica
+CU +2308-08222 America/Havana
+CV +1455-02331 Atlantic/Cape_Verde
+CY +3510+03322 Asia/Nicosia most of Cyprus
+CY +3507+03357 Asia/Famagusta Northern Cyprus
+CZ,SK +5005+01426 Europe/Prague
+DE,DK,NO,SE,SJ +5230+01322 Europe/Berlin most of Germany
+DO +1828-06954 America/Santo_Domingo
+DZ +3647+00303 Africa/Algiers
+EC -0210-07950 America/Guayaquil Ecuador (mainland)
+EC -0054-08936 Pacific/Galapagos Galápagos Islands
+EE +5925+02445 Europe/Tallinn
+EG +3003+03115 Africa/Cairo
+EH +2709-01312 Africa/El_Aaiun
+ES +4024-00341 Europe/Madrid Spain (mainland)
+ES +3553-00519 Africa/Ceuta Ceuta, Melilla
+ES +2806-01524 Atlantic/Canary Canary Islands
+FI,AX +6010+02458 Europe/Helsinki
+FJ -1808+17825 Pacific/Fiji
+FK -5142-05751 Atlantic/Stanley
+FM +0519+16259 Pacific/Kosrae Kosrae
+FO +6201-00646 Atlantic/Faroe
+FR,MC +4852+00220 Europe/Paris
+GB,GG,IM,JE +513030-0000731 Europe/London
+GE +4143+04449 Asia/Tbilisi
+GF +0456-05220 America/Cayenne
+GI +3608-00521 Europe/Gibraltar
+GL +6411-05144 America/Nuuk most of Greenland
+GL +7646-01840 America/Danmarkshavn National Park (east coast)
+GL +7029-02158 America/Scoresbysund Scoresbysund/Ittoqqortoormiit
+GL +7634-06847 America/Thule Thule/Pituffik
+GR +3758+02343 Europe/Athens
+GS -5416-03632 Atlantic/South_Georgia
+GT +1438-09031 America/Guatemala
+GU,MP +1328+14445 Pacific/Guam
+GW +1151-01535 Africa/Bissau
+GY +0648-05810 America/Guyana
+HK +2217+11409 Asia/Hong_Kong
+HN +1406-08713 America/Tegucigalpa
+HT +1832-07220 America/Port-au-Prince
+HU +4730+01905 Europe/Budapest
+ID -0610+10648 Asia/Jakarta Java, Sumatra
+ID -0002+10920 Asia/Pontianak Borneo (west, central)
+ID -0507+11924 Asia/Makassar Borneo (east, south), Sulawesi/Celebes, Bali, Nusa Tengarra, Timor (west)
+ID -0232+14042 Asia/Jayapura New Guinea (West Papua / Irian Jaya), Malukus/Moluccas
+IE +5320-00615 Europe/Dublin
+IL +314650+0351326 Asia/Jerusalem
+IN +2232+08822 Asia/Kolkata
+IO -0720+07225 Indian/Chagos
+IQ +3321+04425 Asia/Baghdad
+IR +3540+05126 Asia/Tehran
+IT,SM,VA +4154+01229 Europe/Rome
+JM +175805-0764736 America/Jamaica
+JO +3157+03556 Asia/Amman
+JP,AU +353916+1394441 Asia/Tokyo Eyre Bird Observatory
+KE,DJ,ER,ET,KM,MG,SO,TZ,UG,YT -0117+03649 Africa/Nairobi
+KG +4254+07436 Asia/Bishkek
+KI,MH,TV,UM,WF +0125+17300 Pacific/Tarawa Gilberts, Marshalls, Wake
+KI -0247-17143 Pacific/Kanton Phoenix Islands
+KI +0152-15720 Pacific/Kiritimati Line Islands
+KP +3901+12545 Asia/Pyongyang
+KR +3733+12658 Asia/Seoul
+KZ +4315+07657 Asia/Almaty most of Kazakhstan
+KZ +4448+06528 Asia/Qyzylorda Qyzylorda/Kyzylorda/Kzyl-Orda
+KZ +5312+06337 Asia/Qostanay Qostanay/Kostanay/Kustanay
+KZ +5017+05710 Asia/Aqtobe Aqtöbe/Aktobe
+KZ +4431+05016 Asia/Aqtau Mangghystaū/Mankistau
+KZ +4707+05156 Asia/Atyrau Atyraū/Atirau/Gur’yev
+KZ +5113+05121 Asia/Oral West Kazakhstan
+LB +3353+03530 Asia/Beirut
+LK +0656+07951 Asia/Colombo
+LR +0618-01047 Africa/Monrovia
+LT +5441+02519 Europe/Vilnius
+LV +5657+02406 Europe/Riga
+LY +3254+01311 Africa/Tripoli
+MA +3339-00735 Africa/Casablanca
+MD +4700+02850 Europe/Chisinau
+MH +0905+16720 Pacific/Kwajalein Kwajalein
+MM,CC +1647+09610 Asia/Yangon
+MN +4755+10653 Asia/Ulaanbaatar most of Mongolia
+MN +4801+09139 Asia/Hovd Bayan-Ölgii, Hovd, Uvs
+MO +221150+1133230 Asia/Macau
+MQ +1436-06105 America/Martinique
+MT +3554+01431 Europe/Malta
+MU -2010+05730 Indian/Mauritius
+MV,TF +0410+07330 Indian/Maldives Kerguelen, St Paul I, Amsterdam I
+MX +1924-09909 America/Mexico_City Central Mexico
+MX +2105-08646 America/Cancun Quintana Roo
+MX +2058-08937 America/Merida Campeche, Yucatán
+MX +2540-10019 America/Monterrey Durango; Coahuila, Nuevo León, Tamaulipas (most areas)
+MX +2550-09730 America/Matamoros Coahuila, Nuevo León, Tamaulipas (US border)
+MX +2838-10605 America/Chihuahua Chihuahua (most areas)
+MX +3144-10629 America/Ciudad_Juarez Chihuahua (US border - west)
+MX +2934-10425 America/Ojinaga Chihuahua (US border - east)
+MX +2313-10625 America/Mazatlan Baja California Sur, Nayarit (most areas), Sinaloa
+MX +2048-10515 America/Bahia_Banderas Bahía de Banderas
+MX +2904-11058 America/Hermosillo Sonora
+MX +3232-11701 America/Tijuana Baja California
+MY,BN +0133+11020 Asia/Kuching Sabah, Sarawak
+MZ,BI,BW,CD,MW,RW,ZM,ZW -2558+03235 Africa/Maputo Central Africa Time
+NA -2234+01706 Africa/Windhoek
+NC -2216+16627 Pacific/Noumea
+NF -2903+16758 Pacific/Norfolk
+NG,AO,BJ,CD,CF,CG,CM,GA,GQ,NE +0627+00324 Africa/Lagos West Africa Time
+NI +1209-08617 America/Managua
+NP +2743+08519 Asia/Kathmandu
+NR -0031+16655 Pacific/Nauru
+NU -1901-16955 Pacific/Niue
+NZ,AQ -3652+17446 Pacific/Auckland New Zealand time
+NZ -4357-17633 Pacific/Chatham Chatham Islands
+PA,CA,KY +0858-07932 America/Panama EST - ON (Atikokan), NU (Coral H)
+PE -1203-07703 America/Lima
+PF -1732-14934 Pacific/Tahiti Society Islands
+PF -0900-13930 Pacific/Marquesas Marquesas Islands
+PF -2308-13457 Pacific/Gambier Gambier Islands
+PG,AQ,FM -0930+14710 Pacific/Port_Moresby Papua New Guinea (most areas), Chuuk, Yap, Dumont d’Urville
+PG -0613+15534 Pacific/Bougainville Bougainville
+PH +143512+1205804 Asia/Manila
+PK +2452+06703 Asia/Karachi
+PL +5215+02100 Europe/Warsaw
+PM +4703-05620 America/Miquelon
+PN -2504-13005 Pacific/Pitcairn
+PR,AG,CA,AI,AW,BL,BQ,CW,DM,GD,GP,KN,LC,MF,MS,SX,TT,VC,VG,VI +182806-0660622 America/Puerto_Rico AST - QC (Lower North Shore)
+PS +3130+03428 Asia/Gaza Gaza Strip
+PS +313200+0350542 Asia/Hebron West Bank
+PT +3843-00908 Europe/Lisbon Portugal (mainland)
+PT +3238-01654 Atlantic/Madeira Madeira Islands
+PT +3744-02540 Atlantic/Azores Azores
+PW +0720+13429 Pacific/Palau
+PY -2516-05740 America/Asuncion
+QA,BH +2517+05132 Asia/Qatar
+RO +4426+02606 Europe/Bucharest
+RS,BA,HR,ME,MK,SI +4450+02030 Europe/Belgrade
+RU +5443+02030 Europe/Kaliningrad MSK-01 - Kaliningrad
+RU +554521+0373704 Europe/Moscow MSK+00 - Moscow area
+# Mention RU and UA alphabetically. See “territorial claims” above.
+RU,UA +4457+03406 Europe/Simferopol Crimea
+RU +5836+04939 Europe/Kirov MSK+00 - Kirov
+RU +4844+04425 Europe/Volgograd MSK+00 - Volgograd
+RU +4621+04803 Europe/Astrakhan MSK+01 - Astrakhan
+RU +5134+04602 Europe/Saratov MSK+01 - Saratov
+RU +5420+04824 Europe/Ulyanovsk MSK+01 - Ulyanovsk
+RU +5312+05009 Europe/Samara MSK+01 - Samara, Udmurtia
+RU +5651+06036 Asia/Yekaterinburg MSK+02 - Urals
+RU +5500+07324 Asia/Omsk MSK+03 - Omsk
+RU +5502+08255 Asia/Novosibirsk MSK+04 - Novosibirsk
+RU +5322+08345 Asia/Barnaul MSK+04 - Altai
+RU +5630+08458 Asia/Tomsk MSK+04 - Tomsk
+RU +5345+08707 Asia/Novokuznetsk MSK+04 - Kemerovo
+RU +5601+09250 Asia/Krasnoyarsk MSK+04 - Krasnoyarsk area
+RU +5216+10420 Asia/Irkutsk MSK+05 - Irkutsk, Buryatia
+RU +5203+11328 Asia/Chita MSK+06 - Zabaykalsky
+RU +6200+12940 Asia/Yakutsk MSK+06 - Lena River
+RU +623923+1353314 Asia/Khandyga MSK+06 - Tomponsky, Ust-Maysky
+RU +4310+13156 Asia/Vladivostok MSK+07 - Amur River
+RU +643337+1431336 Asia/Ust-Nera MSK+07 - Oymyakonsky
+RU +5934+15048 Asia/Magadan MSK+08 - Magadan
+RU +4658+14242 Asia/Sakhalin MSK+08 - Sakhalin Island
+RU +6728+15343 Asia/Srednekolymsk MSK+08 - Sakha (E), N Kuril Is
+RU +5301+15839 Asia/Kamchatka MSK+09 - Kamchatka
+RU +6445+17729 Asia/Anadyr MSK+09 - Bering Sea
+SA,AQ,KW,YE +2438+04643 Asia/Riyadh Syowa
+SB,FM -0932+16012 Pacific/Guadalcanal Pohnpei
+SD +1536+03232 Africa/Khartoum
+SG,AQ,MY +0117+10351 Asia/Singapore peninsular Malaysia, Concordia
+SR +0550-05510 America/Paramaribo
+SS +0451+03137 Africa/Juba
+ST +0020+00644 Africa/Sao_Tome
+SV +1342-08912 America/El_Salvador
+SY +3330+03618 Asia/Damascus
+TC +2128-07108 America/Grand_Turk
+TD +1207+01503 Africa/Ndjamena
+TH,CX,KH,LA,VN +1345+10031 Asia/Bangkok north Vietnam
+TJ +3835+06848 Asia/Dushanbe
+TK -0922-17114 Pacific/Fakaofo
+TL -0833+12535 Asia/Dili
+TM +3757+05823 Asia/Ashgabat
+TN +3648+01011 Africa/Tunis
+TO -210800-1751200 Pacific/Tongatapu
+TR +4101+02858 Europe/Istanbul
+TW +2503+12130 Asia/Taipei
+UA +5026+03031 Europe/Kyiv most of Ukraine
+US +404251-0740023 America/New_York Eastern (most areas)
+US +421953-0830245 America/Detroit Eastern - MI (most areas)
+US +381515-0854534 America/Kentucky/Louisville Eastern - KY (Louisville area)
+US +364947-0845057 America/Kentucky/Monticello Eastern - KY (Wayne)
+US +394606-0860929 America/Indiana/Indianapolis Eastern - IN (most areas)
+US +384038-0873143 America/Indiana/Vincennes Eastern - IN (Da, Du, K, Mn)
+US +410305-0863611 America/Indiana/Winamac Eastern - IN (Pulaski)
+US +382232-0862041 America/Indiana/Marengo Eastern - IN (Crawford)
+US +382931-0871643 America/Indiana/Petersburg Eastern - IN (Pike)
+US +384452-0850402 America/Indiana/Vevay Eastern - IN (Switzerland)
+US +415100-0873900 America/Chicago Central (most areas)
+US +375711-0864541 America/Indiana/Tell_City Central - IN (Perry)
+US +411745-0863730 America/Indiana/Knox Central - IN (Starke)
+US +450628-0873651 America/Menominee Central - MI (Wisconsin border)
+US +470659-1011757 America/North_Dakota/Center Central - ND (Oliver)
+US +465042-1012439 America/North_Dakota/New_Salem Central - ND (Morton rural)
+US +471551-1014640 America/North_Dakota/Beulah Central - ND (Mercer)
+US +394421-1045903 America/Denver Mountain (most areas)
+US +433649-1161209 America/Boise Mountain - ID (south), OR (east)
+US,CA +332654-1120424 America/Phoenix MST - AZ (most areas), Creston BC
+US +340308-1181434 America/Los_Angeles Pacific
+US +611305-1495401 America/Anchorage Alaska (most areas)
+US +581807-1342511 America/Juneau Alaska - Juneau area
+US +571035-1351807 America/Sitka Alaska - Sitka area
+US +550737-1313435 America/Metlakatla Alaska - Annette Island
+US +593249-1394338 America/Yakutat Alaska - Yakutat
+US +643004-1652423 America/Nome Alaska (west)
+US +515248-1763929 America/Adak Alaska - western Aleutians
+US +211825-1575130 Pacific/Honolulu Hawaii
+UY -345433-0561245 America/Montevideo
+UZ +3940+06648 Asia/Samarkand Uzbekistan (west)
+UZ +4120+06918 Asia/Tashkent Uzbekistan (east)
+VE +1030-06656 America/Caracas
+VN +1045+10640 Asia/Ho_Chi_Minh south Vietnam
+VU -1740+16825 Pacific/Efate
+WS -1350-17144 Pacific/Apia
+ZA,LS,SZ -2615+02800 Africa/Johannesburg
+#
+# The next section contains experimental tab-separated comments for
+# use by user agents like tzselect that identify continents and oceans.
+#
+# For example, the comment ‘#@AQAntarctica/’ means the country code
+# AQ is in the continent Antarctica regardless of the Zone name,
+# so Pacific/Auckland should be listed under Antarctica as well as
+# under the Pacific because its line’s country codes include AQ.
+#
+# If more than one country code is affected each is listed separated
+# by commas, e.g., ‘#@IS,SHAtlantic/’. If a country code is in
+# more than one continent or ocean, each is listed separated by
+# commas, e.g., the second column of ‘#@CY,TRAsia/,Europe/’.
+#
+# These experimental comments are present only for country codes where
+# the continent or ocean is not already obvious from the Zone name.
+# For example, there is no such comment for RU since it already
+# corresponds to Zone names starting with both ‘Europe/’ and ‘Asia/’.
+#
+#@AQ Antarctica/
+#@IS,SH Atlantic/
+#@CY,TR Asia/,Europe/
+#@SJ Arctic/
+#@CC,CX,KM,MG,YT Indian/
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zonenow.tab b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zonenow.tab
new file mode 100644
index 0000000000000000000000000000000000000000..1d64b3912461729615b137a6ad5fec87ddcd74dc
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/tzdata/zoneinfo/zonenow.tab
@@ -0,0 +1,296 @@
+# tzdb timezone descriptions, for users who do not care about old timestamps
+#
+# This file is in the public domain.
+#
+# From Paul Eggert (2023-12-18):
+# This file contains a table where each row stands for a timezone
+# where civil timestamps are predicted to agree from now on.
+# This file is like zone1970.tab (see zone1970.tab’s comments),
+# but with the following changes:
+#
+# 1. Each timezone corresponds to a set of clocks that are planned
+# to agree from now on. This is a larger set of clocks than in
+# zone1970.tab, where each timezone’s clocks must agree from 1970 on.
+# 2. The first column is irrelevant and ignored.
+# 3. The table is sorted in a different way:
+# first by standard time UTC offset;
+# then, if DST is used, by daylight saving UTC offset;
+# then by time zone abbreviation.
+# 4. Every timezone has a nonempty comments column, with wording
+# distinguishing the timezone only from other timezones with the
+# same UTC offset at some point during the year.
+#
+# The format of this table is experimental, and may change in future versions.
+#
+# This table is intended as an aid for users, to help them select timezones
+# appropriate for their practical needs. It is not intended to take or
+# endorse any position on legal or territorial claims.
+#
+#XX coordinates TZ comments
+#
+# -11 - SST
+XX -1416-17042 Pacific/Pago_Pago Midway; Samoa (SST)
+#
+# -11
+XX -1901-16955 Pacific/Niue Niue
+#
+# -10 - HST
+XX +211825-1575130 Pacific/Honolulu Hawaii (HST)
+#
+# -10
+XX -1732-14934 Pacific/Tahiti Tahiti; Cook Islands
+#
+# -10/-09 - HST / HDT (North America DST)
+XX +515248-1763929 America/Adak western Aleutians in Alaska (HST/HDT)
+#
+# -09:30
+XX -0900-13930 Pacific/Marquesas Marquesas
+#
+# -09
+XX -2308-13457 Pacific/Gambier Gambier
+#
+# -09/-08 - AKST/AKDT (North America DST)
+XX +611305-1495401 America/Anchorage most of Alaska (AKST/AKDT)
+#
+# -08
+XX -2504-13005 Pacific/Pitcairn Pitcairn
+#
+# -08/-07 - PST/PDT (North America DST)
+XX +340308-1181434 America/Los_Angeles Pacific (PST/PDT) - US & Canada; Mexico near US border
+#
+# -07 - MST
+XX +332654-1120424 America/Phoenix Mountain Standard (MST) - Arizona; western Mexico; Yukon
+#
+# -07/-06 - MST/MDT (North America DST)
+XX +394421-1045903 America/Denver Mountain (MST/MDT) - US & Canada; Mexico near US border
+#
+# -06
+XX -0054-08936 Pacific/Galapagos Galápagos
+#
+# -06 - CST
+XX +1924-09909 America/Mexico_City Central Standard (CST) - Saskatchewan; central Mexico; Central America
+#
+# -06/-05 (Chile DST)
+XX -2709-10926 Pacific/Easter Easter Island
+#
+# -06/-05 - CST/CDT (North America DST)
+XX +415100-0873900 America/Chicago Central (CST/CDT) - US & Canada; Mexico near US border
+#
+# -05
+XX -1203-07703 America/Lima eastern South America
+#
+# -05 - EST
+XX +175805-0764736 America/Jamaica Eastern Standard (EST) - Caymans; Jamaica; eastern Mexico; Panama
+#
+# -05/-04 - CST/CDT (Cuba DST)
+XX +2308-08222 America/Havana Cuba
+#
+# -05/-04 - EST/EDT (North America DST)
+XX +404251-0740023 America/New_York Eastern (EST/EDT) - US & Canada
+#
+# -04
+XX +1030-06656 America/Caracas western South America
+#
+# -04 - AST
+XX +1828-06954 America/Santo_Domingo Atlantic Standard (AST) - eastern Caribbean
+#
+# -04/-03 (Chile DST)
+XX -3327-07040 America/Santiago most of Chile
+#
+# -04/-03 - AST/ADT (North America DST)
+XX +4439-06336 America/Halifax Atlantic (AST/ADT) - Canada; Bermuda
+#
+# -03:30/-02:30 - NST/NDT (North America DST)
+XX +4734-05243 America/St_Johns Newfoundland (NST/NDT)
+#
+# -03
+XX -2332-04637 America/Sao_Paulo eastern and southern South America
+#
+# -03/-02 (North America DST)
+XX +4703-05620 America/Miquelon St Pierre & Miquelon
+#
+# -02
+XX -0351-03225 America/Noronha Fernando de Noronha; South Georgia
+#
+# -02/-01 (EU DST)
+XX +6411-05144 America/Nuuk most of Greenland
+#
+# -01
+XX +1455-02331 Atlantic/Cape_Verde Cape Verde
+#
+# -01/+00 (EU DST)
+XX +3744-02540 Atlantic/Azores Azores
+#
+# +00 - GMT
+XX +0519-00402 Africa/Abidjan far western Africa; Iceland (GMT)
+#
+# +00/+01 - GMT/BST (EU DST)
+XX +513030-0000731 Europe/London United Kingdom (GMT/BST)
+#
+# +00/+01 - WET/WEST (EU DST)
+XX +3843-00908 Europe/Lisbon western Europe (WET/WEST)
+#
+# +00/+02 - Troll DST
+XX -720041+0023206 Antarctica/Troll Troll Station in Antarctica
+#
+# +01 - CET
+XX +3647+00303 Africa/Algiers Algeria, Tunisia (CET)
+#
+# +01 - WAT
+XX +0627+00324 Africa/Lagos western Africa (WAT)
+#
+# +01/+00 - IST/GMT (EU DST in reverse)
+XX +5320-00615 Europe/Dublin Ireland (IST/GMT)
+#
+# +01/+00 - (Morocco DST)
+XX +3339-00735 Africa/Casablanca Morocco
+#
+# +01/+02 - CET/CEST (EU DST)
+XX +4852+00220 Europe/Paris central Europe (CET/CEST)
+#
+# +02 - CAT
+XX -2558+03235 Africa/Maputo central Africa (CAT)
+#
+# +02 - EET
+XX +3254+01311 Africa/Tripoli Libya; Kaliningrad (EET)
+#
+# +02 - SAST
+XX -2615+02800 Africa/Johannesburg southern Africa (SAST)
+#
+# +02/+03 - EET/EEST (EU DST)
+XX +3758+02343 Europe/Athens eastern Europe (EET/EEST)
+#
+# +02/+03 - EET/EEST (Egypt DST)
+XX +3003+03115 Africa/Cairo Egypt
+#
+# +02/+03 - EET/EEST (Lebanon DST)
+XX +3353+03530 Asia/Beirut Lebanon
+#
+# +02/+03 - EET/EEST (Moldova DST)
+XX +4700+02850 Europe/Chisinau Moldova
+#
+# +02/+03 - EET/EEST (Palestine DST)
+XX +3130+03428 Asia/Gaza Palestine
+#
+# +02/+03 - IST/IDT (Israel DST)
+XX +314650+0351326 Asia/Jerusalem Israel
+#
+# +03
+XX +4101+02858 Europe/Istanbul Near East; Belarus
+#
+# +03 - EAT
+XX -0117+03649 Africa/Nairobi eastern Africa (EAT)
+#
+# +03 - MSK
+XX +554521+0373704 Europe/Moscow Moscow (MSK)
+#
+# +03:30
+XX +3540+05126 Asia/Tehran Iran
+#
+# +04
+XX +2518+05518 Asia/Dubai Russia; Caucasus; Persian Gulf; Seychelles; Réunion
+#
+# +04:30
+XX +3431+06912 Asia/Kabul Afghanistan
+#
+# +05
+XX +4120+06918 Asia/Tashkent Russia; Kazakhstan; Tajikistan; Turkmenistan; Uzbekistan; Maldives
+#
+# +05 - PKT
+XX +2452+06703 Asia/Karachi Pakistan (PKT)
+#
+# +05:30
+XX +0656+07951 Asia/Colombo Sri Lanka
+#
+# +05:30 - IST
+XX +2232+08822 Asia/Kolkata India (IST)
+#
+# +05:45
+XX +2743+08519 Asia/Kathmandu Nepal
+#
+# +06
+XX +2343+09025 Asia/Dhaka Russia; Kyrgyzstan; Bhutan; Bangladesh; Chagos
+#
+# +06:30
+XX +1647+09610 Asia/Yangon Myanmar; Cocos
+#
+# +07
+XX +1345+10031 Asia/Bangkok Russia; Indochina; Christmas Island
+#
+# +07 - WIB
+XX -0610+10648 Asia/Jakarta Indonesia (WIB)
+#
+# +08
+XX +0117+10351 Asia/Singapore Russia; Brunei; Malaysia; Singapore; Concordia
+#
+# +08 - AWST
+XX -3157+11551 Australia/Perth Western Australia (AWST)
+#
+# +08 - CST
+XX +3114+12128 Asia/Shanghai China (CST)
+#
+# +08 - HKT
+XX +2217+11409 Asia/Hong_Kong Hong Kong (HKT)
+#
+# +08 - PHT
+XX +143512+1205804 Asia/Manila Philippines (PHT)
+#
+# +08 - WITA
+XX -0507+11924 Asia/Makassar Indonesia (WITA)
+#
+# +08:45
+XX -3143+12852 Australia/Eucla Eucla
+#
+# +09
+XX +5203+11328 Asia/Chita Russia; Palau; East Timor
+#
+# +09 - JST
+XX +353916+1394441 Asia/Tokyo Japan (JST); Eyre Bird Observatory
+#
+# +09 - KST
+XX +3733+12658 Asia/Seoul Korea (KST)
+#
+# +09 - WIT
+XX -0232+14042 Asia/Jayapura Indonesia (WIT)
+#
+# +09:30 - ACST
+XX -1228+13050 Australia/Darwin Northern Territory (ACST)
+#
+# +09:30/+10:30 - ACST/ACDT (Australia DST)
+XX -3455+13835 Australia/Adelaide South Australia (ACST/ACDT)
+#
+# +10
+XX +4310+13156 Asia/Vladivostok Russia; Yap; Chuuk; Papua New Guinea; Dumont d’Urville
+#
+# +10 - AEST
+XX -2728+15302 Australia/Brisbane Queensland (AEST)
+#
+# +10 - ChST
+XX +1328+14445 Pacific/Guam Mariana Islands (ChST)
+#
+# +10/+11 - AEST/AEDT (Australia DST)
+XX -3352+15113 Australia/Sydney southeast Australia (AEST/AEDT)
+#
+# +10:30/+11
+XX -3133+15905 Australia/Lord_Howe Lord Howe Island
+#
+# +11
+XX -0613+15534 Pacific/Bougainville Russia; Kosrae; Bougainville; Solomons
+#
+# +11/+12 (Australia DST)
+XX -2903+16758 Pacific/Norfolk Norfolk Island
+#
+# +12
+XX +5301+15839 Asia/Kamchatka Russia; Tuvalu; Fiji; etc.
+#
+# +12/+13 (New Zealand DST)
+XX -3652+17446 Pacific/Auckland New Zealand (NZST/NZDT)
+#
+# +12:45/+13:45 (Chatham DST)
+XX -4357-17633 Pacific/Chatham Chatham Islands
+#
+# +13
+XX -210800-1751200 Pacific/Tongatapu Kanton; Tokelau; Samoa (western); Tonga
+#
+# +14
+XX +0152-15720 Pacific/Kiritimati Kiritimati
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/INSTALLER b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/INSTALLER
new file mode 100644
index 0000000000000000000000000000000000000000..a1b589e38a32041e49332e5e81c2d363dc418d68
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/LICENSE b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/LICENSE
new file mode 100644
index 0000000000000000000000000000000000000000..2e12036acd290e585981eea7c80a7aa72b7636d5
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/LICENSE
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2021 Felix Dangel
+
+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.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/METADATA b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..1bb707874fa6237b90e6b04f7cb7c6ce951ca604
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/METADATA
@@ -0,0 +1,41 @@
+Metadata-Version: 2.1
+Name: unfoldNd
+Version: 0.2.3
+Summary: N-dimensional unfold (im2col) and fold (col2im) in PyTorch
+Home-page: https://github.com/f-dangel/unfoldNd
+Author: Felix Dangel
+Author-email:
+License: MIT
+Keywords: PyTorch,im2col,col2im,unfold,fold
+Platform: any
+Classifier: Development Status :: 5 - Production/Stable
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python :: 3.8
+Classifier: Programming Language :: Python :: 3.9
+Classifier: Programming Language :: Python :: 3.10
+Requires-Python: >=3.8
+License-File: LICENSE
+Requires-Dist: packaging
+Requires-Dist: torch
+Requires-Dist: numpy
+Provides-Extra: test
+Requires-Dist: coveralls; extra == "test"
+Requires-Dist: pytest; extra == "test"
+Requires-Dist: pytest-cov; extra == "test"
+Requires-Dist: pytest-optional-tests; extra == "test"
+Provides-Extra: lint
+Requires-Dist: black; extra == "lint"
+Requires-Dist: flake8; extra == "lint"
+Requires-Dist: mccabe; extra == "lint"
+Requires-Dist: pycodestyle; extra == "lint"
+Requires-Dist: pyflakes; extra == "lint"
+Requires-Dist: pep8-naming; extra == "lint"
+Requires-Dist: flake8-bugbear; extra == "lint"
+Requires-Dist: flake8-comprehensions; extra == "lint"
+Requires-Dist: flake8-tidy-imports; extra == "lint"
+Requires-Dist: darglint; extra == "lint"
+Requires-Dist: pydocstyle; extra == "lint"
+Requires-Dist: isort; extra == "lint"
+
+N-dimensional unfold (im2col) and fold (col2im) in PyTorch
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/RECORD b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..32fc1d12ad46290c1fe0a4c1e3c368388658038f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/RECORD
@@ -0,0 +1,36 @@
+test/__init__.py,sha256=bfyDrx_9s4j50VTrv1d3DGBUDY_fu_6-F3xvNOdJvGU,26
+test/__pycache__/__init__.cpython-310.pyc,,
+test/__pycache__/fold_settings.cpython-310.pyc,,
+test/__pycache__/test_fold.cpython-310.pyc,,
+test/__pycache__/test_unfold.cpython-310.pyc,,
+test/__pycache__/test_unfold_transpose.cpython-310.pyc,,
+test/__pycache__/test_utils.cpython-310.pyc,,
+test/__pycache__/unfold_settings.cpython-310.pyc,,
+test/__pycache__/unfold_transpose_settings.cpython-310.pyc,,
+test/__pycache__/utils.cpython-310.pyc,,
+test/__pycache__/utils_settings.cpython-310.pyc,,
+test/fold_settings.py,sha256=YUgzfj0OS7bYeroIcnpmJzz7u_JOtAs4272pierMPOI,5129
+test/test_fold.py,sha256=pvm6HLiRqECp7Y4_81NrjWa57w8GER_7Ph4E5s-tIi4,6814
+test/test_unfold.py,sha256=OrlGepNrue-T6bVHdKLrZDK9pQOdxffVHv26N1cjSG8,2584
+test/test_unfold_transpose.py,sha256=vnDBIy52wjVNddAJ0skjBbeJ350Xw71XZkGcYwruBlE,1792
+test/test_utils.py,sha256=XQyXJXSbCrA-98v6jNacBuH4Z3sU-ETDQJ9gUneGw2s,1240
+test/unfold_settings.py,sha256=HqKK6h2EtbrUek-QksY-5AjDmJ3K3mHCPP1KFZKczYo,4110
+test/unfold_transpose_settings.py,sha256=ounwm7prFMqjkw9uFCuuYqMgCFb1U26qbuk-g52vrqE,4298
+test/utils.py,sha256=EBg2dXiSjNNi92W_LiXDKIb6e1_i_npYF7pe4yUfdMk,3466
+test/utils_settings.py,sha256=Wdp1shtk3y8RDO2TzObXF34kG1QddwLvXBTbPTtHiaQ,241
+unfoldNd-0.2.3.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+unfoldNd-0.2.3.dist-info/LICENSE,sha256=aiNW87UVPMpLpOfqJI1C7ZwDVNujG3Wx1BArBzZr1OA,1069
+unfoldNd-0.2.3.dist-info/METADATA,sha256=yRVX9qKNQYb9uy5GwgqtaC1Ib1x5jkadXDypYfS4kwQ,1492
+unfoldNd-0.2.3.dist-info/RECORD,,
+unfoldNd-0.2.3.dist-info/WHEEL,sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U,91
+unfoldNd-0.2.3.dist-info/top_level.txt,sha256=CR4pT3s_qngB9HoaAaiKUfYWssyrFssH_rDt8YC1zIE,14
+unfoldNd/__init__.py,sha256=lm0xwd53SFa0wWNfKvNnSN2Xz1_w-rF3OhGBPlKbbbM,315
+unfoldNd/__pycache__/__init__.cpython-310.pyc,,
+unfoldNd/__pycache__/fold.cpython-310.pyc,,
+unfoldNd/__pycache__/unfold.cpython-310.pyc,,
+unfoldNd/__pycache__/unfold_transpose.cpython-310.pyc,,
+unfoldNd/__pycache__/utils.cpython-310.pyc,,
+unfoldNd/fold.py,sha256=tmoY6blrtmel10uPXMGd2Bd0sqM2q64wQb_0MzjUASc,4074
+unfoldNd/unfold.py,sha256=sB8x8yFCHX-kXqoDidijlRAVXFdpRNGNawHNAbo4yOc,3867
+unfoldNd/unfold_transpose.py,sha256=-QF2a3TK8JBHBgSuisq0TE6SFGpg8vwf9s3wduA5pIk,6595
+unfoldNd/utils.py,sha256=dlBUOFpAOG7z4lGT9R_uMJGoITv5M6fPrQ8kMbFnMk8,1954
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/WHEEL b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..ae527e7d64811439e61b93aa375defb30e06edfe
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (75.6.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/top_level.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..0a2af72ad9f5300520d50662abee494e6af26361
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd-0.2.3.dist-info/top_level.txt
@@ -0,0 +1,2 @@
+test
+unfoldNd
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..541219ece3c228d05beec79485a1be2988d759b6
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/__init__.py
@@ -0,0 +1,14 @@
+"""unfoldNd library."""
+
+from unfoldNd.fold import FoldNd, foldNd
+from unfoldNd.unfold import UnfoldNd, unfoldNd
+from unfoldNd.unfold_transpose import UnfoldTransposeNd, unfold_transposeNd
+
+__all__ = [
+ "UnfoldNd",
+ "unfoldNd",
+ "UnfoldTransposeNd",
+ "unfold_transposeNd",
+ "FoldNd",
+ "foldNd",
+]
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/fold.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/fold.py
new file mode 100644
index 0000000000000000000000000000000000000000..d19b516c19f2ddc8f56a0e5ae8679e47fceb16e6
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/fold.py
@@ -0,0 +1,113 @@
+"""Generalization of fold operation."""
+
+import torch
+
+from unfoldNd.unfold import unfoldNd
+from unfoldNd.utils import _get_kernel_size_numel, _get_numel_from_shape, _tuple
+
+
+class FoldNd(torch.nn.Module):
+ """Combines an array of sliding local blocks into a large containing tensor.
+
+ Also known as col2im.
+
+ PyTorch module that accepts 3d, 4d, and 5d tensors. Acts like ``torch.nn.Fold``
+ for a 4d input. Unfolds an index tensor to scatter sliding blocks to the result.
+
+ See docs at https://pytorch.org/docs/stable/generated/torch.nn.Fold.html.
+ """
+
+ def __init__(self, output_size, kernel_size, dilation=1, padding=0, stride=1):
+ super().__init__()
+
+ self._output_size = output_size
+ self._kernel_size = kernel_size
+ self._dilation = dilation
+ self._padding = padding
+ self._stride = stride
+
+ def forward(self, input):
+ return foldNd(
+ input,
+ self._output_size,
+ self._kernel_size,
+ dilation=self._dilation,
+ padding=self._padding,
+ stride=self._stride,
+ )
+
+
+def foldNd(input, output_size, kernel_size, dilation=1, padding=0, stride=1):
+ """Combines an array of sliding local blocks into a large containing tensor.
+
+ Also known as col2im.
+
+ Pytorch functional that accepts 3d, 4d, and 5d tensors. Acts like
+ ``torch.nn.functional.fold`` for a 4d input. Unfolds an index tensor to scatter
+ sliding blocks to the result.
+
+ See docs at https://pytorch.org/docs/stable/nn.functional.html#fold.
+
+ Raises:
+ ValueError: If ``output_size`` is not specified as ``tuple``. Otherwise
+ the fold dimension ``N`` cannot be inferred.
+ RuntimeError: If the output has more entries than can be exactly represented
+ with ``float32`` and the implementation's correctness breaks down.
+ """
+ device = input.device
+
+ if not isinstance(output_size, tuple):
+ raise ValueError(f"'output_size' must be tuple. Got {type(output_size)}.")
+
+ N = len(output_size)
+ kernel_size = _tuple(kernel_size, N)
+ kernel_size_numel = _get_kernel_size_numel(kernel_size)
+
+ batch_size = input.shape[0]
+ in_channels_kernel_size_numel = input.shape[1]
+ in_channels = in_channels_kernel_size_numel // kernel_size_numel
+
+ # Set up an array containing the locations on the padded image
+ padding = _tuple(padding, N)
+ padded_output_size = tuple(o + 2 * p for o, p in zip(output_size, padding))
+ padded_output_size_numel = _get_numel_from_shape(padded_output_size)
+ _check_output_size(padded_output_size_numel)
+
+ idx = torch.arange(
+ padded_output_size_numel, dtype=torch.float32, device=device
+ ).reshape(1, 1, *padded_output_size)
+ idx = unfoldNd(idx, kernel_size, dilation=dilation, padding=0, stride=stride)
+
+ # Replicate indices over batch and channels, then scatter the patch values
+ # back to the padded image
+ input = input.reshape(batch_size, in_channels, -1)
+ idx = idx.reshape(1, 1, -1).long().expand(batch_size, in_channels, -1)
+
+ output = torch.zeros(
+ batch_size,
+ in_channels,
+ padded_output_size_numel,
+ device=device,
+ dtype=input.dtype,
+ )
+ output.scatter_add_(2, idx, input)
+ output = output.reshape(batch_size, in_channels, *padded_output_size)
+
+ # Remove the pixels that correspond to padding
+ for n, (out_n, padding_n) in enumerate(zip(output_size, padding), start=2):
+ output = output.narrow(n, padding_n, out_n)
+
+ return output
+
+
+def _check_output_size(output_size_numel):
+ """Raise exception if output size has more elements than float32 can represent."""
+ # arg min long(float32(x)) != x, see https://stackoverflow.com/q/27207149
+ num_bits_mantissa = 23
+ min_int_inexact_as_float32 = 2 ** (num_bits_mantissa + 1) + 1
+
+ if output_size_numel >= min_int_inexact_as_float32:
+ raise RuntimeError(
+ f"Output size elements({output_size_numel})"
+ + f" must be smaller than {min_int_inexact_as_float32}"
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold.py
new file mode 100644
index 0000000000000000000000000000000000000000..ec7799c82e313213d820fa843433aef7d3a04121
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold.py
@@ -0,0 +1,103 @@
+"""Generalization of unfold operation."""
+
+import torch
+
+from unfoldNd.utils import _get_conv, _get_kernel_size_numel, _tuple
+
+
+class UnfoldNd(torch.nn.Module):
+ """Extracts sliding local blocks from a batched input tensor. Also known as im2col.
+
+ PyTorch module that accepts 3d, 4d, and 5d tensors. Acts like ``torch.nn.Unfold``
+ for a 4d input. Uses one-hot convolution under the hood.
+
+ See docs at https://pytorch.org/docs/stable/generated/torch.nn.Unfold.html.
+ """
+
+ def __init__(self, kernel_size, dilation=1, padding=0, stride=1):
+ super().__init__()
+
+ self._kernel_size = kernel_size
+ self._dilation = dilation
+ self._padding = padding
+ self._stride = stride
+
+ def forward(self, input):
+ return unfoldNd(
+ input,
+ self._kernel_size,
+ dilation=self._dilation,
+ padding=self._padding,
+ stride=self._stride,
+ )
+
+
+def unfoldNd(input, kernel_size, dilation=1, padding=0, stride=1):
+ """Extracts sliding local blocks from a batched input tensor. Also known as im2col.
+
+ Pytorch functional that accepts 3d, 4d, and 5d tensors. Acts like
+ ``torch.nn.functional.unfold`` for a 4d input. Uses one-hot convolution under the
+ hood.
+
+ See docs at https://pytorch.org/docs/stable/nn.functional.html#unfold.
+ """
+ batch_size, in_channels = input.shape[0], input.shape[1]
+
+ # get convolution operation
+ batch_size_and_in_channels_dims = 2
+ N = input.dim() - batch_size_and_in_channels_dims
+ conv = _get_conv(N)
+
+ # prepare one-hot convolution kernel
+ kernel_size = _tuple(kernel_size, N)
+ kernel_size_numel = _get_kernel_size_numel(kernel_size)
+ weight = _make_weight(in_channels, kernel_size, input.device, input.dtype)
+
+ unfold = conv(
+ input,
+ weight,
+ bias=None,
+ stride=stride,
+ padding=padding,
+ dilation=dilation,
+ groups=in_channels,
+ )
+
+ return unfold.reshape(batch_size, in_channels * kernel_size_numel, -1)
+
+
+def _make_weight(in_channels, kernel_size, device, dtype):
+ """Create one-hot convolution kernel. ``kernel_size`` must be an ``N``-tuple.
+
+ Details:
+ Let's assume 2d convolution. We are given an input of shape `[N,
+ C_in, H, W]` and a kernel of shape `[*, *, K_H, K_W]`. We then want to
+ produce an output with shape `[N, C_in * K_H * K_W, L]` with `L` the
+ number of patches. We can run convolution with `groups=C_in`. This will
+ treat each input channel independently with the same kernel `t` of shape
+ `[K_H * K_W, 1, K_H, K_W]` that satisfies `t[h * w, 0, h, w] = δ_{h, w}`.
+ We can run convolution with `groups=C_in` to achieve this independent
+ treatment, but for that we must duplicate it `C_in` times along the leading
+ dimension, because the kernel's output dimension must match that of the output
+ for convolution in group mode (see its documentation).
+
+ This yields a kernel `T` that satisfies `T[c * h * w, 0, h, w] = δ_{h,w}`.
+
+ Such a kernel is formed by creating a `K_H * K_W` identity matrix,
+ reshaping it into `[K_H * K_W, 1, K_H, K_W]` (`t`), and repeating it `C_in`
+ times along the leading dimension (`T`).
+
+ Returns:
+ torch.Tensor : A tensor of shape ``[C_in * ∏ᵢ Kᵢ, 1, K]`` where
+ ``K = (K₁, K₂, ..., Kₙ)`` is the kernel size. Filter groups are
+ one-hot such that they effectively extract one element of the patch
+ the kernel currently overlaps with.
+ """
+ kernel_size_numel = _get_kernel_size_numel(kernel_size)
+ repeat = [in_channels, 1] + [1 for _ in kernel_size]
+
+ return (
+ torch.eye(kernel_size_numel, device=device, dtype=dtype)
+ .reshape((kernel_size_numel, 1, *kernel_size))
+ .repeat(*repeat)
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold_transpose.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold_transpose.py
new file mode 100644
index 0000000000000000000000000000000000000000..0b6cd4e12938ed99c52940dd2e5d191af089c479
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/unfold_transpose.py
@@ -0,0 +1,189 @@
+"""Generalization of unfold operation for transpose convolutions."""
+
+import torch
+
+from unfoldNd.utils import (
+ TORCH_VERSION_AT_LEAST_1_12_0,
+ _get_conv_transpose,
+ _get_kernel_size_numel,
+ _tuple,
+)
+
+
+class UnfoldTransposeNd(torch.nn.Module):
+ """Extracts sliding local blocks from a batched input tensor. Also known as im2col.
+
+ PyTorch module that accepts 3d, 4d, and 5d tensors. Acts similar to
+ ``torch.nn.Unfold``, but assumes transpose convolution to compute sliding blocks.
+ Uses one-hot transpose convolution under the hood.
+
+ See docs at
+ https://pytorch.org/docs/stable/generated/torch.nn.ConvTranspose2d.html.
+ """
+
+ def __init__(
+ self,
+ kernel_size,
+ stride=1,
+ padding=0,
+ output_padding=0,
+ dilation=1,
+ ):
+ super().__init__()
+
+ self._kernel_size = kernel_size
+ self._stride = stride
+ self._padding = padding
+ self._output_padding = output_padding
+ self._dilation = dilation
+
+ def _get_output_padding(
+ self, input, output_size, stride, padding, kernel_size, dilation
+ ):
+ """Determine ``output_padding`` from hyperparameters and ``output_size``.
+
+ This follows the hacky way described in
+ https://discuss.pytorch.org/t/the-output-size-of-convtranspose2d-differs-from-the-expected-output-size/1876/11 # noqa: B950
+
+ Note:
+ This may break if the PyTorch code changes. Please submit an issue if
+ you encounter problems.
+
+ Link:
+ https://github.com/pytorch/pytorch/blob/febff45900e57d3e05ee72c1ecfe7d4fcbc582d9/torch/nn/modules/conv.py#L606-L644. # noqa: B950
+ """
+ # get convolution operation
+ batch_size_and_in_channels_dims = 2
+ N = input.dim() - batch_size_and_in_channels_dims
+
+ # get _output_padding
+ kernel_size = _tuple(kernel_size, N)
+ stride = _tuple(stride, N)
+ padding = _tuple(padding, N)
+ dilation = _tuple(dilation, N)
+
+ if output_size is None:
+ return _tuple(self._output_padding, N)
+
+ self_dummy = None
+
+ # the signature of _output padding changed between torch==1.11.1 and 1.12.0
+ if TORCH_VERSION_AT_LEAST_1_12_0:
+ return torch.nn.modules.conv._ConvTransposeNd._output_padding(
+ self_dummy,
+ input,
+ output_size,
+ stride,
+ padding,
+ kernel_size,
+ N,
+ dilation=dilation,
+ )
+
+ return torch.nn.modules.conv._ConvTransposeNd._output_padding(
+ self_dummy,
+ input,
+ output_size,
+ stride,
+ padding,
+ kernel_size,
+ dilation=dilation,
+ )
+
+ def forward(self, input, output_size=None):
+ output_padding = self._get_output_padding(
+ input,
+ output_size,
+ self._stride,
+ self._padding,
+ self._kernel_size,
+ self._dilation,
+ )
+
+ return unfold_transposeNd(
+ input,
+ self._kernel_size,
+ stride=self._stride,
+ padding=self._padding,
+ output_padding=output_padding,
+ dilation=self._dilation,
+ )
+
+
+def unfold_transposeNd(
+ input, kernel_size, stride=1, padding=0, output_padding=0, dilation=1
+):
+ """Extracts sliding local blocks from a batched input tensor. Also known as im2col.
+
+ Pytorch functional that accepts 3d, 4d, and 5d tensors. Acts similar to
+ ``torch.nn.functional.unfold``, but assumes transpose convolution to compute
+ sliding blocks. Uses one-hot transpose convolution under the hood.
+
+ See docs at https://pytorch.org/docs/stable/nn.functional.html#unfold.
+ """
+ batch_size, in_channels = input.shape[0], input.shape[1]
+
+ # get transpose convolution operation
+ batch_size_and_in_channels_dims = 2
+ N = input.dim() - batch_size_and_in_channels_dims
+ conv_transpose = _get_conv_transpose(N)
+
+ # prepare one-hot transpose convolution kernel
+ kernel_size = _tuple(kernel_size, N)
+ kernel_size_numel = _get_kernel_size_numel(kernel_size)
+ weight = _make_weight(in_channels, kernel_size, input.device, input.dtype)
+
+ unfold = conv_transpose(
+ input,
+ weight,
+ bias=None,
+ stride=stride,
+ padding=padding,
+ output_padding=output_padding,
+ dilation=dilation,
+ groups=in_channels,
+ )
+
+ return unfold.reshape(batch_size, in_channels * kernel_size_numel, -1)
+
+
+def _make_weight(in_channels, kernel_size, device, dtype):
+ """Create one-hot transpose convolution kernel.
+
+ ``kernel_size`` must be an ``N``-tuple.
+
+ This is basically the same construction mechanism as for unfolding for convolutions.
+ For kernels of transpose convolution however, the dimensions of in_channels and
+ out_channels are swapped.
+
+ Details: Let's assume 2d convolution. We are given an input of shape `[N,
+ C_in, H, W]` and a kernel of hape [*, *, K_H, K_W]`. We then want to
+ produce an output with shape `[N, C_in * K_H * K_W, L]` with `L` the
+ patch size. We want to treat each input channel independently with the
+ same kernel `t` of shape `[1, K_H * K_W, K_H, K_W]` that satisfies
+ `t[0, h * w, h, w] = δ_{h,w}`. We can run transpose convolution with
+ `groups=C_in` to achieve this independent treatment. Because the
+ kernel's input channels must match that of the input for transpose
+ convolution (see its documentation), we need to replicate this kernel
+ for each channel (`C_in` times) along the leading (input channel) axes.
+
+ This yields a kernel `T` that satisfies `T[c, h * w, h, w] = δ_{h, w}`.
+
+ Such a kernel is formed by creating a `K_H * K_W` identity matrix,
+ reshaping it into `[1, K_H * K_W, K_H, K_W]`, and repeating it `C_in`
+ times along the leading dimension.
+
+ Returns:
+ torch.Tensor : A tensor of shape ``[C_in, ∏ᵢ Kᵢ, K]`` where
+ ``K = (K₁, K₂, ..., Kₙ)`` is the kernel size. Filter groups are
+ one-hot such that they effectively extract one element of the patch
+ the kernel currently overlaps with.
+ """
+ kernel_size_numel = _get_kernel_size_numel(kernel_size)
+ repeat = [in_channels, 1] + [1 for _ in kernel_size]
+
+ return (
+ torch.eye(kernel_size_numel, device=device, dtype=dtype)
+ .reshape((1, kernel_size_numel, *kernel_size))
+ .repeat(*repeat)
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/utils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..05dc23e162c0076cd9e22ea88e90d7727c883e66
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/unfoldNd/utils.py
@@ -0,0 +1,73 @@
+"""Shared utility functions."""
+
+from packaging.version import Version
+from importlib.metadata import version
+from typing import Callable
+
+import numpy
+from torch.nn.functional import (
+ conv1d,
+ conv2d,
+ conv3d,
+ conv_transpose1d,
+ conv_transpose2d,
+ conv_transpose3d,
+)
+from torch.nn.modules.utils import _pair, _single, _triple
+
+TORCH_VERSION = Version(version("torch"))
+TORCH_VERSION_AT_LEAST_1_12_0 = TORCH_VERSION >= Version("1.12.0")
+
+
+def _get_kernel_size_numel(kernel_size):
+ """Determine number of pixels/voxels. ``kernel_size`` must be an ``N``-tuple."""
+ if not isinstance(kernel_size, tuple):
+ raise ValueError(f"kernel_size must be a tuple. Got {kernel_size}.")
+
+ return _get_numel_from_shape(kernel_size)
+
+
+def _get_numel_from_shape(shape_tuple):
+ """Compute number of elements from shape."""
+ return int(numpy.prod(shape_tuple))
+
+
+def _tuple(kernel_size, N):
+ """Turn ``kernel_size`` argument of ``N``d convolution into an ``N``-tuple."""
+ if N == 1:
+ return _single(kernel_size)
+ elif N == 2:
+ return _pair(kernel_size)
+ elif N == 3:
+ return _triple(kernel_size)
+ else:
+ _raise_dimension_error(N)
+
+
+def _get_conv(N: int) -> Callable:
+ """Return convolution operation used to perform unfolding."""
+ if N == 1:
+ return conv1d
+ elif N == 2:
+ return conv2d
+ elif N == 3:
+ return conv3d
+ else:
+ _raise_dimension_error(N)
+
+
+def _get_conv_transpose(N: int) -> Callable:
+ """Return transpose convolution operation used to perform unfolding."""
+ if N == 1:
+ return conv_transpose1d
+ elif N == 2:
+ return conv_transpose2d
+ elif N == 3:
+ return conv_transpose3d
+ else:
+ _raise_dimension_error(N)
+
+
+def _raise_dimension_error(N):
+ """Notify user that inferred input dimension is not supported."""
+ raise ValueError(f"Only 1,2,3-dimensional unfold is supported. Got N={N}.")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/INSTALLER b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/INSTALLER
new file mode 100644
index 0000000000000000000000000000000000000000..a1b589e38a32041e49332e5e81c2d363dc418d68
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/LICENSE.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/LICENSE.txt
new file mode 100644
index 0000000000000000000000000000000000000000..429a1767e4476707d2e45ee499e3c834ca4b187f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/LICENSE.txt
@@ -0,0 +1,21 @@
+MIT License
+
+Copyright (c) 2008-2020 Andrey Petrov and contributors (see CONTRIBUTORS.txt)
+
+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.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/METADATA b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..0f21c233a891d5f26be0b6242af809febfea2713
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/METADATA
@@ -0,0 +1,1517 @@
+Metadata-Version: 2.1
+Name: urllib3
+Version: 1.26.20
+Summary: HTTP library with thread-safe connection pooling, file post, and more.
+Home-page: https://urllib3.readthedocs.io/
+Author: Andrey Petrov
+Author-email: andrey.petrov@shazow.net
+License: MIT
+Project-URL: Documentation, https://urllib3.readthedocs.io/
+Project-URL: Code, https://github.com/urllib3/urllib3
+Project-URL: Issue tracker, https://github.com/urllib3/urllib3/issues
+Keywords: urllib httplib threadsafe filepost http https ssl pooling
+Classifier: Environment :: Web Environment
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Operating System :: OS Independent
+Classifier: Programming Language :: Python
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Programming Language :: Python :: 3
+Classifier: Programming Language :: Python :: 3.6
+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: Programming Language :: Python :: Implementation :: PyPy
+Classifier: Topic :: Internet :: WWW/HTTP
+Classifier: Topic :: Software Development :: Libraries
+Requires-Python: >=2.7, !=3.0.*, !=3.1.*, !=3.2.*, !=3.3.*, !=3.4.*, !=3.5.*
+Description-Content-Type: text/x-rst
+License-File: LICENSE.txt
+Provides-Extra: brotli
+Requires-Dist: brotlicffi>=0.8.0; ((os_name != "nt" or python_version >= "3") and platform_python_implementation != "CPython") and extra == "brotli"
+Requires-Dist: brotli==1.0.9; (os_name != "nt" and python_version < "3" and platform_python_implementation == "CPython") and extra == "brotli"
+Requires-Dist: brotlipy>=0.6.0; (os_name == "nt" and python_version < "3") and extra == "brotli"
+Requires-Dist: brotli>=1.0.9; (python_version >= "3" and platform_python_implementation == "CPython") and extra == "brotli"
+Provides-Extra: secure
+Requires-Dist: pyOpenSSL>=0.14; extra == "secure"
+Requires-Dist: cryptography>=1.3.4; extra == "secure"
+Requires-Dist: idna>=2.0.0; extra == "secure"
+Requires-Dist: certifi; extra == "secure"
+Requires-Dist: urllib3-secure-extra; extra == "secure"
+Requires-Dist: ipaddress; python_version == "2.7" and extra == "secure"
+Provides-Extra: socks
+Requires-Dist: PySocks!=1.5.7,<2.0,>=1.5.6; extra == "socks"
+
+
+urllib3 is a powerful, *user-friendly* HTTP client for Python. Much of the
+Python ecosystem already uses urllib3 and you should too.
+urllib3 brings many critical features that are missing from the Python
+standard libraries:
+
+- Thread safety.
+- Connection pooling.
+- Client-side SSL/TLS verification.
+- File uploads with multipart encoding.
+- Helpers for retrying requests and dealing with HTTP redirects.
+- Support for gzip, deflate, and brotli encoding.
+- Proxy support for HTTP and SOCKS.
+- 100% test coverage.
+
+urllib3 is powerful and easy to use:
+
+.. code-block:: python
+
+ >>> import urllib3
+ >>> http = urllib3.PoolManager()
+ >>> r = http.request('GET', 'http://httpbin.org/robots.txt')
+ >>> r.status
+ 200
+ >>> r.data
+ 'User-agent: *\nDisallow: /deny\n'
+
+
+Installing
+----------
+
+urllib3 can be installed with `pip `_::
+
+ $ python -m pip install urllib3
+
+Alternatively, you can grab the latest source code from `GitHub `_::
+
+ $ git clone https://github.com/urllib3/urllib3.git
+ $ cd urllib3
+ $ git checkout 1.26.x
+ $ pip install .
+
+
+Documentation
+-------------
+
+urllib3 has usage and reference documentation at `urllib3.readthedocs.io `_.
+
+
+Contributing
+------------
+
+urllib3 happily accepts contributions. Please see our
+`contributing documentation `_
+for some tips on getting started.
+
+
+Security Disclosures
+--------------------
+
+To report a security vulnerability, please use the
+`Tidelift security contact `_.
+Tidelift will coordinate the fix and disclosure with maintainers.
+
+
+Maintainers
+-----------
+
+- `@sethmlarson `__ (Seth M. Larson)
+- `@pquentin `__ (Quentin Pradet)
+- `@theacodes `__ (Thea Flowers)
+- `@haikuginger `__ (Jess Shapiro)
+- `@lukasa `__ (Cory Benfield)
+- `@sigmavirus24 `__ (Ian Stapleton Cordasco)
+- `@shazow `__ (Andrey Petrov)
+
+👋
+
+
+Sponsorship
+-----------
+
+If your company benefits from this library, please consider `sponsoring its
+development `_.
+
+
+For Enterprise
+--------------
+
+.. |tideliftlogo| image:: https://nedbatchelder.com/pix/Tidelift_Logos_RGB_Tidelift_Shorthand_On-White_small.png
+ :width: 75
+ :alt: Tidelift
+
+.. list-table::
+ :widths: 10 100
+
+ * - |tideliftlogo|
+ - Professional support for urllib3 is available as part of the `Tidelift
+ Subscription`_. Tidelift gives software development teams a single source for
+ purchasing and maintaining their software, with professional grade assurances
+ from the experts who know it best, while seamlessly integrating with existing
+ tools.
+
+.. _Tidelift Subscription: https://tidelift.com/subscription/pkg/pypi-urllib3?utm_source=pypi-urllib3&utm_medium=referral&utm_campaign=readme
+
+
+Changes
+=======
+
+1.26.20 (2024-08-29)
+--------------------
+
+* Fixed a crash where certain standard library hash functions were absent in
+ FIPS-compliant environments.
+ (`#3432 `__)
+* Replaced deprecated dash-separated setuptools entries in ``setup.cfg``.
+ (`#3461 `__)
+* Took into account macOS setting ``ECONNRESET`` instead of ``EPROTOTYPE`` in
+ its newer versions.
+ (`#3416 `__)
+* Backported changes to our tests and CI configuration from v2.x to support
+ testing with CPython 3.12 and 3.13.
+ (`#3436 `__)
+
+
+1.26.19 (2024-06-17)
+--------------------
+
+* Added the ``Proxy-Authorization`` header to the list of headers to strip from requests when redirecting to a different host. As before, different headers can be set via ``Retry.remove_headers_on_redirect``.
+* Fixed handling of OpenSSL 3.2.0 new error message for misconfiguring an HTTP proxy as HTTPS. (`#3405 `__)
+
+
+1.26.18 (2023-10-17)
+--------------------
+
+* Made body stripped from HTTP requests changing the request method to GET after HTTP 303 "See Other" redirect responses.
+
+
+1.26.17 (2023-10-02)
+--------------------
+
+* Added the ``Cookie`` header to the list of headers to strip from requests when redirecting to a different host. As before, different headers can be set via ``Retry.remove_headers_on_redirect``.
+
+
+1.26.16 (2023-05-23)
+--------------------
+
+* Fixed thread-safety issue where accessing a ``PoolManager`` with many distinct origins
+ would cause connection pools to be closed while requests are in progress (`#2954 `_)
+
+
+1.26.15 (2023-03-10)
+--------------------
+
+* Fix socket timeout value when ``HTTPConnection`` is reused (`#2645 `__)
+* Remove "!" character from the unreserved characters in IPv6 Zone ID parsing
+ (`#2899 `__)
+* Fix IDNA handling of '\x80' byte (`#2901 `__)
+
+1.26.14 (2023-01-11)
+--------------------
+
+* Fixed parsing of port 0 (zero) returning None, instead of 0. (`#2850 `__)
+* Removed deprecated getheaders() calls in contrib module.
+
+1.26.13 (2022-11-23)
+--------------------
+
+* Deprecated the ``HTTPResponse.getheaders()`` and ``HTTPResponse.getheader()`` methods.
+* Fixed an issue where parsing a URL with leading zeroes in the port would be rejected
+ even when the port number after removing the zeroes was valid.
+* Fixed a deprecation warning when using cryptography v39.0.0.
+* Removed the ``<4`` in the ``Requires-Python`` packaging metadata field.
+
+
+1.26.12 (2022-08-22)
+--------------------
+
+* Deprecated the `urllib3[secure]` extra and the `urllib3.contrib.pyopenssl` module.
+ Both will be removed in v2.x. See this `GitHub issue `_
+ for justification and info on how to migrate.
+
+
+1.26.11 (2022-07-25)
+--------------------
+
+* Fixed an issue where reading more than 2 GiB in a call to ``HTTPResponse.read`` would
+ raise an ``OverflowError`` on Python 3.9 and earlier.
+
+
+1.26.10 (2022-07-07)
+--------------------
+
+* Removed support for Python 3.5
+* Fixed an issue where a ``ProxyError`` recommending configuring the proxy as HTTP
+ instead of HTTPS could appear even when an HTTPS proxy wasn't configured.
+
+
+1.26.9 (2022-03-16)
+-------------------
+
+* Changed ``urllib3[brotli]`` extra to favor installing Brotli libraries that are still
+ receiving updates like ``brotli`` and ``brotlicffi`` instead of ``brotlipy``.
+ This change does not impact behavior of urllib3, only which dependencies are installed.
+* Fixed a socket leaking when ``HTTPSConnection.connect()`` raises an exception.
+* Fixed ``server_hostname`` being forwarded from ``PoolManager`` to ``HTTPConnectionPool``
+ when requesting an HTTP URL. Should only be forwarded when requesting an HTTPS URL.
+
+
+1.26.8 (2022-01-07)
+-------------------
+
+* Added extra message to ``urllib3.exceptions.ProxyError`` when urllib3 detects that
+ a proxy is configured to use HTTPS but the proxy itself appears to only use HTTP.
+* Added a mention of the size of the connection pool when discarding a connection due to the pool being full.
+* Added explicit support for Python 3.11.
+* Deprecated the ``Retry.MAX_BACKOFF`` class property in favor of ``Retry.DEFAULT_MAX_BACKOFF``
+ to better match the rest of the default parameter names. ``Retry.MAX_BACKOFF`` is removed in v2.0.
+* Changed location of the vendored ``ssl.match_hostname`` function from ``urllib3.packages.ssl_match_hostname``
+ to ``urllib3.util.ssl_match_hostname`` to ensure Python 3.10+ compatibility after being repackaged
+ by downstream distributors.
+* Fixed absolute imports, all imports are now relative.
+
+
+1.26.7 (2021-09-22)
+-------------------
+
+* Fixed a bug with HTTPS hostname verification involving IP addresses and lack
+ of SNI. (Issue #2400)
+* Fixed a bug where IPv6 braces weren't stripped during certificate hostname
+ matching. (Issue #2240)
+
+
+1.26.6 (2021-06-25)
+-------------------
+
+* Deprecated the ``urllib3.contrib.ntlmpool`` module. urllib3 is not able to support
+ it properly due to `reasons listed in this issue `_.
+ If you are a user of this module please leave a comment.
+* Changed ``HTTPConnection.request_chunked()`` to not erroneously emit multiple
+ ``Transfer-Encoding`` headers in the case that one is already specified.
+* Fixed typo in deprecation message to recommend ``Retry.DEFAULT_ALLOWED_METHODS``.
+
+
+1.26.5 (2021-05-26)
+-------------------
+
+* Fixed deprecation warnings emitted in Python 3.10.
+* Updated vendored ``six`` library to 1.16.0.
+* Improved performance of URL parser when splitting
+ the authority component.
+
+
+1.26.4 (2021-03-15)
+-------------------
+
+* Changed behavior of the default ``SSLContext`` when connecting to HTTPS proxy
+ during HTTPS requests. The default ``SSLContext`` now sets ``check_hostname=True``.
+
+
+1.26.3 (2021-01-26)
+-------------------
+
+* Fixed bytes and string comparison issue with headers (Pull #2141)
+
+* Changed ``ProxySchemeUnknown`` error message to be
+ more actionable if the user supplies a proxy URL without
+ a scheme. (Pull #2107)
+
+
+1.26.2 (2020-11-12)
+-------------------
+
+* Fixed an issue where ``wrap_socket`` and ``CERT_REQUIRED`` wouldn't
+ be imported properly on Python 2.7.8 and earlier (Pull #2052)
+
+
+1.26.1 (2020-11-11)
+-------------------
+
+* Fixed an issue where two ``User-Agent`` headers would be sent if a
+ ``User-Agent`` header key is passed as ``bytes`` (Pull #2047)
+
+
+1.26.0 (2020-11-10)
+-------------------
+
+* **NOTE: urllib3 v2.0 will drop support for Python 2**.
+ `Read more in the v2.0 Roadmap `_.
+
+* Added support for HTTPS proxies contacting HTTPS servers (Pull #1923, Pull #1806)
+
+* Deprecated negotiating TLSv1 and TLSv1.1 by default. Users that
+ still wish to use TLS earlier than 1.2 without a deprecation warning
+ should opt-in explicitly by setting ``ssl_version=ssl.PROTOCOL_TLSv1_1`` (Pull #2002)
+ **Starting in urllib3 v2.0: Connections that receive a ``DeprecationWarning`` will fail**
+
+* Deprecated ``Retry`` options ``Retry.DEFAULT_METHOD_WHITELIST``, ``Retry.DEFAULT_REDIRECT_HEADERS_BLACKLIST``
+ and ``Retry(method_whitelist=...)`` in favor of ``Retry.DEFAULT_ALLOWED_METHODS``,
+ ``Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT``, and ``Retry(allowed_methods=...)``
+ (Pull #2000) **Starting in urllib3 v2.0: Deprecated options will be removed**
+
+* Added default ``User-Agent`` header to every request (Pull #1750)
+
+* Added ``urllib3.util.SKIP_HEADER`` for skipping ``User-Agent``, ``Accept-Encoding``,
+ and ``Host`` headers from being automatically emitted with requests (Pull #2018)
+
+* Collapse ``transfer-encoding: chunked`` request data and framing into
+ the same ``socket.send()`` call (Pull #1906)
+
+* Send ``http/1.1`` ALPN identifier with every TLS handshake by default (Pull #1894)
+
+* Properly terminate SecureTransport connections when CA verification fails (Pull #1977)
+
+* Don't emit an ``SNIMissingWarning`` when passing ``server_hostname=None``
+ to SecureTransport (Pull #1903)
+
+* Disabled requesting TLSv1.2 session tickets as they weren't being used by urllib3 (Pull #1970)
+
+* Suppress ``BrokenPipeError`` when writing request body after the server
+ has closed the socket (Pull #1524)
+
+* Wrap ``ssl.SSLError`` that can be raised from reading a socket (e.g. "bad MAC")
+ into an ``urllib3.exceptions.SSLError`` (Pull #1939)
+
+
+1.25.11 (2020-10-19)
+--------------------
+
+* Fix retry backoff time parsed from ``Retry-After`` header when given
+ in the HTTP date format. The HTTP date was parsed as the local timezone
+ rather than accounting for the timezone in the HTTP date (typically
+ UTC) (Pull #1932, Pull #1935, Pull #1938, Pull #1949)
+
+* Fix issue where an error would be raised when the ``SSLKEYLOGFILE``
+ environment variable was set to the empty string. Now ``SSLContext.keylog_file``
+ is not set in this situation (Pull #2016)
+
+
+1.25.10 (2020-07-22)
+--------------------
+
+* Added support for ``SSLKEYLOGFILE`` environment variable for
+ logging TLS session keys with use with programs like
+ Wireshark for decrypting captured web traffic (Pull #1867)
+
+* Fixed loading of SecureTransport libraries on macOS Big Sur
+ due to the new dynamic linker cache (Pull #1905)
+
+* Collapse chunked request bodies data and framing into one
+ call to ``send()`` to reduce the number of TCP packets by 2-4x (Pull #1906)
+
+* Don't insert ``None`` into ``ConnectionPool`` if the pool
+ was empty when requesting a connection (Pull #1866)
+
+* Avoid ``hasattr`` call in ``BrotliDecoder.decompress()`` (Pull #1858)
+
+
+1.25.9 (2020-04-16)
+-------------------
+
+* Added ``InvalidProxyConfigurationWarning`` which is raised when
+ erroneously specifying an HTTPS proxy URL. urllib3 doesn't currently
+ support connecting to HTTPS proxies but will soon be able to
+ and we would like users to migrate properly without much breakage.
+
+ See `this GitHub issue `_
+ for more information on how to fix your proxy config. (Pull #1851)
+
+* Drain connection after ``PoolManager`` redirect (Pull #1817)
+
+* Ensure ``load_verify_locations`` raises ``SSLError`` for all backends (Pull #1812)
+
+* Rename ``VerifiedHTTPSConnection`` to ``HTTPSConnection`` (Pull #1805)
+
+* Allow the CA certificate data to be passed as a string (Pull #1804)
+
+* Raise ``ValueError`` if method contains control characters (Pull #1800)
+
+* Add ``__repr__`` to ``Timeout`` (Pull #1795)
+
+
+1.25.8 (2020-01-20)
+-------------------
+
+* Drop support for EOL Python 3.4 (Pull #1774)
+
+* Optimize _encode_invalid_chars (Pull #1787)
+
+
+1.25.7 (2019-11-11)
+-------------------
+
+* Preserve ``chunked`` parameter on retries (Pull #1715, Pull #1734)
+
+* Allow unset ``SERVER_SOFTWARE`` in App Engine (Pull #1704, Issue #1470)
+
+* Fix issue where URL fragment was sent within the request target. (Pull #1732)
+
+* Fix issue where an empty query section in a URL would fail to parse. (Pull #1732)
+
+* Remove TLS 1.3 support in SecureTransport due to Apple removing support (Pull #1703)
+
+
+1.25.6 (2019-09-24)
+-------------------
+
+* Fix issue where tilde (``~``) characters were incorrectly
+ percent-encoded in the path. (Pull #1692)
+
+
+1.25.5 (2019-09-19)
+-------------------
+
+* Add mitigation for BPO-37428 affecting Python <3.7.4 and OpenSSL 1.1.1+ which
+ caused certificate verification to be enabled when using ``cert_reqs=CERT_NONE``.
+ (Issue #1682)
+
+
+1.25.4 (2019-09-19)
+-------------------
+
+* Propagate Retry-After header settings to subsequent retries. (Pull #1607)
+
+* Fix edge case where Retry-After header was still respected even when
+ explicitly opted out of. (Pull #1607)
+
+* Remove dependency on ``rfc3986`` for URL parsing.
+
+* Fix issue where URLs containing invalid characters within ``Url.auth`` would
+ raise an exception instead of percent-encoding those characters.
+
+* Add support for ``HTTPResponse.auto_close = False`` which makes HTTP responses
+ work well with BufferedReaders and other ``io`` module features. (Pull #1652)
+
+* Percent-encode invalid characters in URL for ``HTTPConnectionPool.request()`` (Pull #1673)
+
+
+1.25.3 (2019-05-23)
+-------------------
+
+* Change ``HTTPSConnection`` to load system CA certificates
+ when ``ca_certs``, ``ca_cert_dir``, and ``ssl_context`` are
+ unspecified. (Pull #1608, Issue #1603)
+
+* Upgrade bundled rfc3986 to v1.3.2. (Pull #1609, Issue #1605)
+
+
+1.25.2 (2019-04-28)
+-------------------
+
+* Change ``is_ipaddress`` to not detect IPvFuture addresses. (Pull #1583)
+
+* Change ``parse_url`` to percent-encode invalid characters within the
+ path, query, and target components. (Pull #1586)
+
+
+1.25.1 (2019-04-24)
+-------------------
+
+* Add support for Google's ``Brotli`` package. (Pull #1572, Pull #1579)
+
+* Upgrade bundled rfc3986 to v1.3.1 (Pull #1578)
+
+
+1.25 (2019-04-22)
+-----------------
+
+* Require and validate certificates by default when using HTTPS (Pull #1507)
+
+* Upgraded ``urllib3.utils.parse_url()`` to be RFC 3986 compliant. (Pull #1487)
+
+* Added support for ``key_password`` for ``HTTPSConnectionPool`` to use
+ encrypted ``key_file`` without creating your own ``SSLContext`` object. (Pull #1489)
+
+* Add TLSv1.3 support to CPython, pyOpenSSL, and SecureTransport ``SSLContext``
+ implementations. (Pull #1496)
+
+* Switched the default multipart header encoder from RFC 2231 to HTML 5 working draft. (Issue #303, Pull #1492)
+
+* Fixed issue where OpenSSL would block if an encrypted client private key was
+ given and no password was given. Instead an ``SSLError`` is raised. (Pull #1489)
+
+* Added support for Brotli content encoding. It is enabled automatically if
+ ``brotlipy`` package is installed which can be requested with
+ ``urllib3[brotli]`` extra. (Pull #1532)
+
+* Drop ciphers using DSS key exchange from default TLS cipher suites.
+ Improve default ciphers when using SecureTransport. (Pull #1496)
+
+* Implemented a more efficient ``HTTPResponse.__iter__()`` method. (Issue #1483)
+
+1.24.3 (2019-05-01)
+-------------------
+
+* Apply fix for CVE-2019-9740. (Pull #1591)
+
+1.24.2 (2019-04-17)
+-------------------
+
+* Don't load system certificates by default when any other ``ca_certs``, ``ca_certs_dir`` or
+ ``ssl_context`` parameters are specified.
+
+* Remove Authorization header regardless of case when redirecting to cross-site. (Issue #1510)
+
+* Add support for IPv6 addresses in subjectAltName section of certificates. (Issue #1269)
+
+
+1.24.1 (2018-11-02)
+-------------------
+
+* Remove quadratic behavior within ``GzipDecoder.decompress()`` (Issue #1467)
+
+* Restored functionality of ``ciphers`` parameter for ``create_urllib3_context()``. (Issue #1462)
+
+
+1.24 (2018-10-16)
+-----------------
+
+* Allow key_server_hostname to be specified when initializing a PoolManager to allow custom SNI to be overridden. (Pull #1449)
+
+* Test against Python 3.7 on AppVeyor. (Pull #1453)
+
+* Early-out ipv6 checks when running on App Engine. (Pull #1450)
+
+* Change ambiguous description of backoff_factor (Pull #1436)
+
+* Add ability to handle multiple Content-Encodings (Issue #1441 and Pull #1442)
+
+* Skip DNS names that can't be idna-decoded when using pyOpenSSL (Issue #1405).
+
+* Add a server_hostname parameter to HTTPSConnection which allows for
+ overriding the SNI hostname sent in the handshake. (Pull #1397)
+
+* Drop support for EOL Python 2.6 (Pull #1429 and Pull #1430)
+
+* Fixed bug where responses with header Content-Type: message/* erroneously
+ raised HeaderParsingError, resulting in a warning being logged. (Pull #1439)
+
+* Move urllib3 to src/urllib3 (Pull #1409)
+
+
+1.23 (2018-06-04)
+-----------------
+
+* Allow providing a list of headers to strip from requests when redirecting
+ to a different host. Defaults to the ``Authorization`` header. Different
+ headers can be set via ``Retry.remove_headers_on_redirect``. (Issue #1316)
+
+* Fix ``util.selectors._fileobj_to_fd`` to accept ``long`` (Issue #1247).
+
+* Dropped Python 3.3 support. (Pull #1242)
+
+* Put the connection back in the pool when calling stream() or read_chunked() on
+ a chunked HEAD response. (Issue #1234)
+
+* Fixed pyOpenSSL-specific ssl client authentication issue when clients
+ attempted to auth via certificate + chain (Issue #1060)
+
+* Add the port to the connectionpool connect print (Pull #1251)
+
+* Don't use the ``uuid`` module to create multipart data boundaries. (Pull #1380)
+
+* ``read_chunked()`` on a closed response returns no chunks. (Issue #1088)
+
+* Add Python 2.6 support to ``contrib.securetransport`` (Pull #1359)
+
+* Added support for auth info in url for SOCKS proxy (Pull #1363)
+
+
+1.22 (2017-07-20)
+-----------------
+
+* Fixed missing brackets in ``HTTP CONNECT`` when connecting to IPv6 address via
+ IPv6 proxy. (Issue #1222)
+
+* Made the connection pool retry on ``SSLError``. The original ``SSLError``
+ is available on ``MaxRetryError.reason``. (Issue #1112)
+
+* Drain and release connection before recursing on retry/redirect. Fixes
+ deadlocks with a blocking connectionpool. (Issue #1167)
+
+* Fixed compatibility for cookiejar. (Issue #1229)
+
+* pyopenssl: Use vendored version of ``six``. (Issue #1231)
+
+
+1.21.1 (2017-05-02)
+-------------------
+
+* Fixed SecureTransport issue that would cause long delays in response body
+ delivery. (Pull #1154)
+
+* Fixed regression in 1.21 that threw exceptions when users passed the
+ ``socket_options`` flag to the ``PoolManager``. (Issue #1165)
+
+* Fixed regression in 1.21 that threw exceptions when users passed the
+ ``assert_hostname`` or ``assert_fingerprint`` flag to the ``PoolManager``.
+ (Pull #1157)
+
+
+1.21 (2017-04-25)
+-----------------
+
+* Improved performance of certain selector system calls on Python 3.5 and
+ later. (Pull #1095)
+
+* Resolved issue where the PyOpenSSL backend would not wrap SysCallError
+ exceptions appropriately when sending data. (Pull #1125)
+
+* Selectors now detects a monkey-patched select module after import for modules
+ that patch the select module like eventlet, greenlet. (Pull #1128)
+
+* Reduced memory consumption when streaming zlib-compressed responses
+ (as opposed to raw deflate streams). (Pull #1129)
+
+* Connection pools now use the entire request context when constructing the
+ pool key. (Pull #1016)
+
+* ``PoolManager.connection_from_*`` methods now accept a new keyword argument,
+ ``pool_kwargs``, which are merged with the existing ``connection_pool_kw``.
+ (Pull #1016)
+
+* Add retry counter for ``status_forcelist``. (Issue #1147)
+
+* Added ``contrib`` module for using SecureTransport on macOS:
+ ``urllib3.contrib.securetransport``. (Pull #1122)
+
+* urllib3 now only normalizes the case of ``http://`` and ``https://`` schemes:
+ for schemes it does not recognise, it assumes they are case-sensitive and
+ leaves them unchanged.
+ (Issue #1080)
+
+
+1.20 (2017-01-19)
+-----------------
+
+* Added support for waiting for I/O using selectors other than select,
+ improving urllib3's behaviour with large numbers of concurrent connections.
+ (Pull #1001)
+
+* Updated the date for the system clock check. (Issue #1005)
+
+* ConnectionPools now correctly consider hostnames to be case-insensitive.
+ (Issue #1032)
+
+* Outdated versions of PyOpenSSL now cause the PyOpenSSL contrib module
+ to fail when it is injected, rather than at first use. (Pull #1063)
+
+* Outdated versions of cryptography now cause the PyOpenSSL contrib module
+ to fail when it is injected, rather than at first use. (Issue #1044)
+
+* Automatically attempt to rewind a file-like body object when a request is
+ retried or redirected. (Pull #1039)
+
+* Fix some bugs that occur when modules incautiously patch the queue module.
+ (Pull #1061)
+
+* Prevent retries from occurring on read timeouts for which the request method
+ was not in the method whitelist. (Issue #1059)
+
+* Changed the PyOpenSSL contrib module to lazily load idna to avoid
+ unnecessarily bloating the memory of programs that don't need it. (Pull
+ #1076)
+
+* Add support for IPv6 literals with zone identifiers. (Pull #1013)
+
+* Added support for socks5h:// and socks4a:// schemes when working with SOCKS
+ proxies, and controlled remote DNS appropriately. (Issue #1035)
+
+
+1.19.1 (2016-11-16)
+-------------------
+
+* Fixed AppEngine import that didn't function on Python 3.5. (Pull #1025)
+
+
+1.19 (2016-11-03)
+-----------------
+
+* urllib3 now respects Retry-After headers on 413, 429, and 503 responses when
+ using the default retry logic. (Pull #955)
+
+* Remove markers from setup.py to assist ancient setuptools versions. (Issue
+ #986)
+
+* Disallow superscripts and other integerish things in URL ports. (Issue #989)
+
+* Allow urllib3's HTTPResponse.stream() method to continue to work with
+ non-httplib underlying FPs. (Pull #990)
+
+* Empty filenames in multipart headers are now emitted as such, rather than
+ being suppressed. (Issue #1015)
+
+* Prefer user-supplied Host headers on chunked uploads. (Issue #1009)
+
+
+1.18.1 (2016-10-27)
+-------------------
+
+* CVE-2016-9015. Users who are using urllib3 version 1.17 or 1.18 along with
+ PyOpenSSL injection and OpenSSL 1.1.0 *must* upgrade to this version. This
+ release fixes a vulnerability whereby urllib3 in the above configuration
+ would silently fail to validate TLS certificates due to erroneously setting
+ invalid flags in OpenSSL's ``SSL_CTX_set_verify`` function. These erroneous
+ flags do not cause a problem in OpenSSL versions before 1.1.0, which
+ interprets the presence of any flag as requesting certificate validation.
+
+ There is no PR for this patch, as it was prepared for simultaneous disclosure
+ and release. The master branch received the same fix in Pull #1010.
+
+
+1.18 (2016-09-26)
+-----------------
+
+* Fixed incorrect message for IncompleteRead exception. (Pull #973)
+
+* Accept ``iPAddress`` subject alternative name fields in TLS certificates.
+ (Issue #258)
+
+* Fixed consistency of ``HTTPResponse.closed`` between Python 2 and 3.
+ (Issue #977)
+
+* Fixed handling of wildcard certificates when using PyOpenSSL. (Issue #979)
+
+
+1.17 (2016-09-06)
+-----------------
+
+* Accept ``SSLContext`` objects for use in SSL/TLS negotiation. (Issue #835)
+
+* ConnectionPool debug log now includes scheme, host, and port. (Issue #897)
+
+* Substantially refactored documentation. (Issue #887)
+
+* Used URLFetch default timeout on AppEngine, rather than hardcoding our own.
+ (Issue #858)
+
+* Normalize the scheme and host in the URL parser (Issue #833)
+
+* ``HTTPResponse`` contains the last ``Retry`` object, which now also
+ contains retries history. (Issue #848)
+
+* Timeout can no longer be set as boolean, and must be greater than zero.
+ (Pull #924)
+
+* Removed pyasn1 and ndg-httpsclient from dependencies used for PyOpenSSL. We
+ now use cryptography and idna, both of which are already dependencies of
+ PyOpenSSL. (Pull #930)
+
+* Fixed infinite loop in ``stream`` when amt=None. (Issue #928)
+
+* Try to use the operating system's certificates when we are using an
+ ``SSLContext``. (Pull #941)
+
+* Updated cipher suite list to allow ChaCha20+Poly1305. AES-GCM is preferred to
+ ChaCha20, but ChaCha20 is then preferred to everything else. (Pull #947)
+
+* Updated cipher suite list to remove 3DES-based cipher suites. (Pull #958)
+
+* Removed the cipher suite fallback to allow HIGH ciphers. (Pull #958)
+
+* Implemented ``length_remaining`` to determine remaining content
+ to be read. (Pull #949)
+
+* Implemented ``enforce_content_length`` to enable exceptions when
+ incomplete data chunks are received. (Pull #949)
+
+* Dropped connection start, dropped connection reset, redirect, forced retry,
+ and new HTTPS connection log levels to DEBUG, from INFO. (Pull #967)
+
+
+1.16 (2016-06-11)
+-----------------
+
+* Disable IPv6 DNS when IPv6 connections are not possible. (Issue #840)
+
+* Provide ``key_fn_by_scheme`` pool keying mechanism that can be
+ overridden. (Issue #830)
+
+* Normalize scheme and host to lowercase for pool keys, and include
+ ``source_address``. (Issue #830)
+
+* Cleaner exception chain in Python 3 for ``_make_request``.
+ (Issue #861)
+
+* Fixed installing ``urllib3[socks]`` extra. (Issue #864)
+
+* Fixed signature of ``ConnectionPool.close`` so it can actually safely be
+ called by subclasses. (Issue #873)
+
+* Retain ``release_conn`` state across retries. (Issues #651, #866)
+
+* Add customizable ``HTTPConnectionPool.ResponseCls``, which defaults to
+ ``HTTPResponse`` but can be replaced with a subclass. (Issue #879)
+
+
+1.15.1 (2016-04-11)
+-------------------
+
+* Fix packaging to include backports module. (Issue #841)
+
+
+1.15 (2016-04-06)
+-----------------
+
+* Added Retry(raise_on_status=False). (Issue #720)
+
+* Always use setuptools, no more distutils fallback. (Issue #785)
+
+* Dropped support for Python 3.2. (Issue #786)
+
+* Chunked transfer encoding when requesting with ``chunked=True``.
+ (Issue #790)
+
+* Fixed regression with IPv6 port parsing. (Issue #801)
+
+* Append SNIMissingWarning messages to allow users to specify it in
+ the PYTHONWARNINGS environment variable. (Issue #816)
+
+* Handle unicode headers in Py2. (Issue #818)
+
+* Log certificate when there is a hostname mismatch. (Issue #820)
+
+* Preserve order of request/response headers. (Issue #821)
+
+
+1.14 (2015-12-29)
+-----------------
+
+* contrib: SOCKS proxy support! (Issue #762)
+
+* Fixed AppEngine handling of transfer-encoding header and bug
+ in Timeout defaults checking. (Issue #763)
+
+
+1.13.1 (2015-12-18)
+-------------------
+
+* Fixed regression in IPv6 + SSL for match_hostname. (Issue #761)
+
+
+1.13 (2015-12-14)
+-----------------
+
+* Fixed ``pip install urllib3[secure]`` on modern pip. (Issue #706)
+
+* pyopenssl: Fixed SSL3_WRITE_PENDING error. (Issue #717)
+
+* pyopenssl: Support for TLSv1.1 and TLSv1.2. (Issue #696)
+
+* Close connections more defensively on exception. (Issue #734)
+
+* Adjusted ``read_chunked`` to handle gzipped, chunk-encoded bodies without
+ repeatedly flushing the decoder, to function better on Jython. (Issue #743)
+
+* Accept ``ca_cert_dir`` for SSL-related PoolManager configuration. (Issue #758)
+
+
+1.12 (2015-09-03)
+-----------------
+
+* Rely on ``six`` for importing ``httplib`` to work around
+ conflicts with other Python 3 shims. (Issue #688)
+
+* Add support for directories of certificate authorities, as supported by
+ OpenSSL. (Issue #701)
+
+* New exception: ``NewConnectionError``, raised when we fail to establish
+ a new connection, usually ``ECONNREFUSED`` socket error.
+
+
+1.11 (2015-07-21)
+-----------------
+
+* When ``ca_certs`` is given, ``cert_reqs`` defaults to
+ ``'CERT_REQUIRED'``. (Issue #650)
+
+* ``pip install urllib3[secure]`` will install Certifi and
+ PyOpenSSL as dependencies. (Issue #678)
+
+* Made ``HTTPHeaderDict`` usable as a ``headers`` input value
+ (Issues #632, #679)
+
+* Added `urllib3.contrib.appengine `_
+ which has an ``AppEngineManager`` for using ``URLFetch`` in a
+ Google AppEngine environment. (Issue #664)
+
+* Dev: Added test suite for AppEngine. (Issue #631)
+
+* Fix performance regression when using PyOpenSSL. (Issue #626)
+
+* Passing incorrect scheme (e.g. ``foo://``) will raise
+ ``ValueError`` instead of ``AssertionError`` (backwards
+ compatible for now, but please migrate). (Issue #640)
+
+* Fix pools not getting replenished when an error occurs during a
+ request using ``release_conn=False``. (Issue #644)
+
+* Fix pool-default headers not applying for url-encoded requests
+ like GET. (Issue #657)
+
+* log.warning in Python 3 when headers are skipped due to parsing
+ errors. (Issue #642)
+
+* Close and discard connections if an error occurs during read.
+ (Issue #660)
+
+* Fix host parsing for IPv6 proxies. (Issue #668)
+
+* Separate warning type SubjectAltNameWarning, now issued once
+ per host. (Issue #671)
+
+* Fix ``httplib.IncompleteRead`` not getting converted to
+ ``ProtocolError`` when using ``HTTPResponse.stream()``
+ (Issue #674)
+
+1.10.4 (2015-05-03)
+-------------------
+
+* Migrate tests to Tornado 4. (Issue #594)
+
+* Append default warning configuration rather than overwrite.
+ (Issue #603)
+
+* Fix streaming decoding regression. (Issue #595)
+
+* Fix chunked requests losing state across keep-alive connections.
+ (Issue #599)
+
+* Fix hanging when chunked HEAD response has no body. (Issue #605)
+
+
+1.10.3 (2015-04-21)
+-------------------
+
+* Emit ``InsecurePlatformWarning`` when SSLContext object is missing.
+ (Issue #558)
+
+* Fix regression of duplicate header keys being discarded.
+ (Issue #563)
+
+* ``Response.stream()`` returns a generator for chunked responses.
+ (Issue #560)
+
+* Set upper-bound timeout when waiting for a socket in PyOpenSSL.
+ (Issue #585)
+
+* Work on platforms without `ssl` module for plain HTTP requests.
+ (Issue #587)
+
+* Stop relying on the stdlib's default cipher list. (Issue #588)
+
+
+1.10.2 (2015-02-25)
+-------------------
+
+* Fix file descriptor leakage on retries. (Issue #548)
+
+* Removed RC4 from default cipher list. (Issue #551)
+
+* Header performance improvements. (Issue #544)
+
+* Fix PoolManager not obeying redirect retry settings. (Issue #553)
+
+
+1.10.1 (2015-02-10)
+-------------------
+
+* Pools can be used as context managers. (Issue #545)
+
+* Don't re-use connections which experienced an SSLError. (Issue #529)
+
+* Don't fail when gzip decoding an empty stream. (Issue #535)
+
+* Add sha256 support for fingerprint verification. (Issue #540)
+
+* Fixed handling of header values containing commas. (Issue #533)
+
+
+1.10 (2014-12-14)
+-----------------
+
+* Disabled SSLv3. (Issue #473)
+
+* Add ``Url.url`` property to return the composed url string. (Issue #394)
+
+* Fixed PyOpenSSL + gevent ``WantWriteError``. (Issue #412)
+
+* ``MaxRetryError.reason`` will always be an exception, not string.
+ (Issue #481)
+
+* Fixed SSL-related timeouts not being detected as timeouts. (Issue #492)
+
+* Py3: Use ``ssl.create_default_context()`` when available. (Issue #473)
+
+* Emit ``InsecureRequestWarning`` for *every* insecure HTTPS request.
+ (Issue #496)
+
+* Emit ``SecurityWarning`` when certificate has no ``subjectAltName``.
+ (Issue #499)
+
+* Close and discard sockets which experienced SSL-related errors.
+ (Issue #501)
+
+* Handle ``body`` param in ``.request(...)``. (Issue #513)
+
+* Respect timeout with HTTPS proxy. (Issue #505)
+
+* PyOpenSSL: Handle ZeroReturnError exception. (Issue #520)
+
+
+1.9.1 (2014-09-13)
+------------------
+
+* Apply socket arguments before binding. (Issue #427)
+
+* More careful checks if fp-like object is closed. (Issue #435)
+
+* Fixed packaging issues of some development-related files not
+ getting included. (Issue #440)
+
+* Allow performing *only* fingerprint verification. (Issue #444)
+
+* Emit ``SecurityWarning`` if system clock is waaay off. (Issue #445)
+
+* Fixed PyOpenSSL compatibility with PyPy. (Issue #450)
+
+* Fixed ``BrokenPipeError`` and ``ConnectionError`` handling in Py3.
+ (Issue #443)
+
+
+
+1.9 (2014-07-04)
+----------------
+
+* Shuffled around development-related files. If you're maintaining a distro
+ package of urllib3, you may need to tweak things. (Issue #415)
+
+* Unverified HTTPS requests will trigger a warning on the first request. See
+ our new `security documentation
+ `_ for details.
+ (Issue #426)
+
+* New retry logic and ``urllib3.util.retry.Retry`` configuration object.
+ (Issue #326)
+
+* All raised exceptions should now wrapped in a
+ ``urllib3.exceptions.HTTPException``-extending exception. (Issue #326)
+
+* All errors during a retry-enabled request should be wrapped in
+ ``urllib3.exceptions.MaxRetryError``, including timeout-related exceptions
+ which were previously exempt. Underlying error is accessible from the
+ ``.reason`` property. (Issue #326)
+
+* ``urllib3.exceptions.ConnectionError`` renamed to
+ ``urllib3.exceptions.ProtocolError``. (Issue #326)
+
+* Errors during response read (such as IncompleteRead) are now wrapped in
+ ``urllib3.exceptions.ProtocolError``. (Issue #418)
+
+* Requesting an empty host will raise ``urllib3.exceptions.LocationValueError``.
+ (Issue #417)
+
+* Catch read timeouts over SSL connections as
+ ``urllib3.exceptions.ReadTimeoutError``. (Issue #419)
+
+* Apply socket arguments before connecting. (Issue #427)
+
+
+1.8.3 (2014-06-23)
+------------------
+
+* Fix TLS verification when using a proxy in Python 3.4.1. (Issue #385)
+
+* Add ``disable_cache`` option to ``urllib3.util.make_headers``. (Issue #393)
+
+* Wrap ``socket.timeout`` exception with
+ ``urllib3.exceptions.ReadTimeoutError``. (Issue #399)
+
+* Fixed proxy-related bug where connections were being reused incorrectly.
+ (Issues #366, #369)
+
+* Added ``socket_options`` keyword parameter which allows to define
+ ``setsockopt`` configuration of new sockets. (Issue #397)
+
+* Removed ``HTTPConnection.tcp_nodelay`` in favor of
+ ``HTTPConnection.default_socket_options``. (Issue #397)
+
+* Fixed ``TypeError`` bug in Python 2.6.4. (Issue #411)
+
+
+1.8.2 (2014-04-17)
+------------------
+
+* Fix ``urllib3.util`` not being included in the package.
+
+
+1.8.1 (2014-04-17)
+------------------
+
+* Fix AppEngine bug of HTTPS requests going out as HTTP. (Issue #356)
+
+* Don't install ``dummyserver`` into ``site-packages`` as it's only needed
+ for the test suite. (Issue #362)
+
+* Added support for specifying ``source_address``. (Issue #352)
+
+
+1.8 (2014-03-04)
+----------------
+
+* Improved url parsing in ``urllib3.util.parse_url`` (properly parse '@' in
+ username, and blank ports like 'hostname:').
+
+* New ``urllib3.connection`` module which contains all the HTTPConnection
+ objects.
+
+* Several ``urllib3.util.Timeout``-related fixes. Also changed constructor
+ signature to a more sensible order. [Backwards incompatible]
+ (Issues #252, #262, #263)
+
+* Use ``backports.ssl_match_hostname`` if it's installed. (Issue #274)
+
+* Added ``.tell()`` method to ``urllib3.response.HTTPResponse`` which
+ returns the number of bytes read so far. (Issue #277)
+
+* Support for platforms without threading. (Issue #289)
+
+* Expand default-port comparison in ``HTTPConnectionPool.is_same_host``
+ to allow a pool with no specified port to be considered equal to to an
+ HTTP/HTTPS url with port 80/443 explicitly provided. (Issue #305)
+
+* Improved default SSL/TLS settings to avoid vulnerabilities.
+ (Issue #309)
+
+* Fixed ``urllib3.poolmanager.ProxyManager`` not retrying on connect errors.
+ (Issue #310)
+
+* Disable Nagle's Algorithm on the socket for non-proxies. A subset of requests
+ will send the entire HTTP request ~200 milliseconds faster; however, some of
+ the resulting TCP packets will be smaller. (Issue #254)
+
+* Increased maximum number of SubjectAltNames in ``urllib3.contrib.pyopenssl``
+ from the default 64 to 1024 in a single certificate. (Issue #318)
+
+* Headers are now passed and stored as a custom
+ ``urllib3.collections_.HTTPHeaderDict`` object rather than a plain ``dict``.
+ (Issue #329, #333)
+
+* Headers no longer lose their case on Python 3. (Issue #236)
+
+* ``urllib3.contrib.pyopenssl`` now uses the operating system's default CA
+ certificates on inject. (Issue #332)
+
+* Requests with ``retries=False`` will immediately raise any exceptions without
+ wrapping them in ``MaxRetryError``. (Issue #348)
+
+* Fixed open socket leak with SSL-related failures. (Issue #344, #348)
+
+
+1.7.1 (2013-09-25)
+------------------
+
+* Added granular timeout support with new ``urllib3.util.Timeout`` class.
+ (Issue #231)
+
+* Fixed Python 3.4 support. (Issue #238)
+
+
+1.7 (2013-08-14)
+----------------
+
+* More exceptions are now pickle-able, with tests. (Issue #174)
+
+* Fixed redirecting with relative URLs in Location header. (Issue #178)
+
+* Support for relative urls in ``Location: ...`` header. (Issue #179)
+
+* ``urllib3.response.HTTPResponse`` now inherits from ``io.IOBase`` for bonus
+ file-like functionality. (Issue #187)
+
+* Passing ``assert_hostname=False`` when creating a HTTPSConnectionPool will
+ skip hostname verification for SSL connections. (Issue #194)
+
+* New method ``urllib3.response.HTTPResponse.stream(...)`` which acts as a
+ generator wrapped around ``.read(...)``. (Issue #198)
+
+* IPv6 url parsing enforces brackets around the hostname. (Issue #199)
+
+* Fixed thread race condition in
+ ``urllib3.poolmanager.PoolManager.connection_from_host(...)`` (Issue #204)
+
+* ``ProxyManager`` requests now include non-default port in ``Host: ...``
+ header. (Issue #217)
+
+* Added HTTPS proxy support in ``ProxyManager``. (Issue #170 #139)
+
+* New ``RequestField`` object can be passed to the ``fields=...`` param which
+ can specify headers. (Issue #220)
+
+* Raise ``urllib3.exceptions.ProxyError`` when connecting to proxy fails.
+ (Issue #221)
+
+* Use international headers when posting file names. (Issue #119)
+
+* Improved IPv6 support. (Issue #203)
+
+
+1.6 (2013-04-25)
+----------------
+
+* Contrib: Optional SNI support for Py2 using PyOpenSSL. (Issue #156)
+
+* ``ProxyManager`` automatically adds ``Host: ...`` header if not given.
+
+* Improved SSL-related code. ``cert_req`` now optionally takes a string like
+ "REQUIRED" or "NONE". Same with ``ssl_version`` takes strings like "SSLv23"
+ The string values reflect the suffix of the respective constant variable.
+ (Issue #130)
+
+* Vendored ``socksipy`` now based on Anorov's fork which handles unexpectedly
+ closed proxy connections and larger read buffers. (Issue #135)
+
+* Ensure the connection is closed if no data is received, fixes connection leak
+ on some platforms. (Issue #133)
+
+* Added SNI support for SSL/TLS connections on Py32+. (Issue #89)
+
+* Tests fixed to be compatible with Py26 again. (Issue #125)
+
+* Added ability to choose SSL version by passing an ``ssl.PROTOCOL_*`` constant
+ to the ``ssl_version`` parameter of ``HTTPSConnectionPool``. (Issue #109)
+
+* Allow an explicit content type to be specified when encoding file fields.
+ (Issue #126)
+
+* Exceptions are now pickleable, with tests. (Issue #101)
+
+* Fixed default headers not getting passed in some cases. (Issue #99)
+
+* Treat "content-encoding" header value as case-insensitive, per RFC 2616
+ Section 3.5. (Issue #110)
+
+* "Connection Refused" SocketErrors will get retried rather than raised.
+ (Issue #92)
+
+* Updated vendored ``six``, no longer overrides the global ``six`` module
+ namespace. (Issue #113)
+
+* ``urllib3.exceptions.MaxRetryError`` contains a ``reason`` property holding
+ the exception that prompted the final retry. If ``reason is None`` then it
+ was due to a redirect. (Issue #92, #114)
+
+* Fixed ``PoolManager.urlopen()`` from not redirecting more than once.
+ (Issue #149)
+
+* Don't assume ``Content-Type: text/plain`` for multi-part encoding parameters
+ that are not files. (Issue #111)
+
+* Pass `strict` param down to ``httplib.HTTPConnection``. (Issue #122)
+
+* Added mechanism to verify SSL certificates by fingerprint (md5, sha1) or
+ against an arbitrary hostname (when connecting by IP or for misconfigured
+ servers). (Issue #140)
+
+* Streaming decompression support. (Issue #159)
+
+
+1.5 (2012-08-02)
+----------------
+
+* Added ``urllib3.add_stderr_logger()`` for quickly enabling STDERR debug
+ logging in urllib3.
+
+* Native full URL parsing (including auth, path, query, fragment) available in
+ ``urllib3.util.parse_url(url)``.
+
+* Built-in redirect will switch method to 'GET' if status code is 303.
+ (Issue #11)
+
+* ``urllib3.PoolManager`` strips the scheme and host before sending the request
+ uri. (Issue #8)
+
+* New ``urllib3.exceptions.DecodeError`` exception for when automatic decoding,
+ based on the Content-Type header, fails.
+
+* Fixed bug with pool depletion and leaking connections (Issue #76). Added
+ explicit connection closing on pool eviction. Added
+ ``urllib3.PoolManager.clear()``.
+
+* 99% -> 100% unit test coverage.
+
+
+1.4 (2012-06-16)
+----------------
+
+* Minor AppEngine-related fixes.
+
+* Switched from ``mimetools.choose_boundary`` to ``uuid.uuid4()``.
+
+* Improved url parsing. (Issue #73)
+
+* IPv6 url support. (Issue #72)
+
+
+1.3 (2012-03-25)
+----------------
+
+* Removed pre-1.0 deprecated API.
+
+* Refactored helpers into a ``urllib3.util`` submodule.
+
+* Fixed multipart encoding to support list-of-tuples for keys with multiple
+ values. (Issue #48)
+
+* Fixed multiple Set-Cookie headers in response not getting merged properly in
+ Python 3. (Issue #53)
+
+* AppEngine support with Py27. (Issue #61)
+
+* Minor ``encode_multipart_formdata`` fixes related to Python 3 strings vs
+ bytes.
+
+
+1.2.2 (2012-02-06)
+------------------
+
+* Fixed packaging bug of not shipping ``test-requirements.txt``. (Issue #47)
+
+
+1.2.1 (2012-02-05)
+------------------
+
+* Fixed another bug related to when ``ssl`` module is not available. (Issue #41)
+
+* Location parsing errors now raise ``urllib3.exceptions.LocationParseError``
+ which inherits from ``ValueError``.
+
+
+1.2 (2012-01-29)
+----------------
+
+* Added Python 3 support (tested on 3.2.2)
+
+* Dropped Python 2.5 support (tested on 2.6.7, 2.7.2)
+
+* Use ``select.poll`` instead of ``select.select`` for platforms that support
+ it.
+
+* Use ``Queue.LifoQueue`` instead of ``Queue.Queue`` for more aggressive
+ connection reusing. Configurable by overriding ``ConnectionPool.QueueCls``.
+
+* Fixed ``ImportError`` during install when ``ssl`` module is not available.
+ (Issue #41)
+
+* Fixed ``PoolManager`` redirects between schemes (such as HTTP -> HTTPS) not
+ completing properly. (Issue #28, uncovered by Issue #10 in v1.1)
+
+* Ported ``dummyserver`` to use ``tornado`` instead of ``webob`` +
+ ``eventlet``. Removed extraneous unsupported dummyserver testing backends.
+ Added socket-level tests.
+
+* More tests. Achievement Unlocked: 99% Coverage.
+
+
+1.1 (2012-01-07)
+----------------
+
+* Refactored ``dummyserver`` to its own root namespace module (used for
+ testing).
+
+* Added hostname verification for ``VerifiedHTTPSConnection`` by vendoring in
+ Py32's ``ssl_match_hostname``. (Issue #25)
+
+* Fixed cross-host HTTP redirects when using ``PoolManager``. (Issue #10)
+
+* Fixed ``decode_content`` being ignored when set through ``urlopen``. (Issue
+ #27)
+
+* Fixed timeout-related bugs. (Issues #17, #23)
+
+
+1.0.2 (2011-11-04)
+------------------
+
+* Fixed typo in ``VerifiedHTTPSConnection`` which would only present as a bug if
+ you're using the object manually. (Thanks pyos)
+
+* Made RecentlyUsedContainer (and consequently PoolManager) more thread-safe by
+ wrapping the access log in a mutex. (Thanks @christer)
+
+* Made RecentlyUsedContainer more dict-like (corrected ``__delitem__`` and
+ ``__getitem__`` behaviour), with tests. Shouldn't affect core urllib3 code.
+
+
+1.0.1 (2011-10-10)
+------------------
+
+* Fixed a bug where the same connection would get returned into the pool twice,
+ causing extraneous "HttpConnectionPool is full" log warnings.
+
+
+1.0 (2011-10-08)
+----------------
+
+* Added ``PoolManager`` with LRU expiration of connections (tested and
+ documented).
+* Added ``ProxyManager`` (needs tests, docs, and confirmation that it works
+ with HTTPS proxies).
+* Added optional partial-read support for responses when
+ ``preload_content=False``. You can now make requests and just read the headers
+ without loading the content.
+* Made response decoding optional (default on, same as before).
+* Added optional explicit boundary string for ``encode_multipart_formdata``.
+* Convenience request methods are now inherited from ``RequestMethods``. Old
+ helpers like ``get_url`` and ``post_url`` should be abandoned in favour of
+ the new ``request(method, url, ...)``.
+* Refactored code to be even more decoupled, reusable, and extendable.
+* License header added to ``.py`` files.
+* Embiggened the documentation: Lots of Sphinx-friendly docstrings in the code
+ and docs in ``docs/`` and on https://urllib3.readthedocs.io/.
+* Embettered all the things!
+* Started writing this file.
+
+
+0.4.1 (2011-07-17)
+------------------
+
+* Minor bug fixes, code cleanup.
+
+
+0.4 (2011-03-01)
+----------------
+
+* Better unicode support.
+* Added ``VerifiedHTTPSConnection``.
+* Added ``NTLMConnectionPool`` in contrib.
+* Minor improvements.
+
+
+0.3.1 (2010-07-13)
+------------------
+
+* Added ``assert_host_name`` optional parameter. Now compatible with proxies.
+
+
+0.3 (2009-12-10)
+----------------
+
+* Added HTTPS support.
+* Minor bug fixes.
+* Refactored, broken backwards compatibility with 0.2.
+* API to be treated as stable from this version forward.
+
+
+0.2 (2008-11-17)
+----------------
+
+* Added unit tests.
+* Bug fixes.
+
+
+0.1 (2008-11-16)
+----------------
+
+* First release.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/RECORD b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..4c1954b752dcc540c04e4dd2aa9fdc242cb62195
--- /dev/null
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+urllib3/request.py,sha256=YTWFNr7QIwh7E1W9dde9LM77v2VWTJ5V78XuTTw7D1A,6691
+urllib3/response.py,sha256=UPgLmnHj4z71ZnH8ivYOyncATifTOw9FQukUqDnckCc,30761
+urllib3/util/__init__.py,sha256=JEmSmmqqLyaw8P51gUImZh8Gwg9i1zSe-DoqAitn2nc,1155
+urllib3/util/__pycache__/__init__.cpython-310.pyc,,
+urllib3/util/__pycache__/connection.cpython-310.pyc,,
+urllib3/util/__pycache__/proxy.cpython-310.pyc,,
+urllib3/util/__pycache__/queue.cpython-310.pyc,,
+urllib3/util/__pycache__/request.cpython-310.pyc,,
+urllib3/util/__pycache__/response.cpython-310.pyc,,
+urllib3/util/__pycache__/retry.cpython-310.pyc,,
+urllib3/util/__pycache__/ssl_.cpython-310.pyc,,
+urllib3/util/__pycache__/ssl_match_hostname.cpython-310.pyc,,
+urllib3/util/__pycache__/ssltransport.cpython-310.pyc,,
+urllib3/util/__pycache__/timeout.cpython-310.pyc,,
+urllib3/util/__pycache__/url.cpython-310.pyc,,
+urllib3/util/__pycache__/wait.cpython-310.pyc,,
+urllib3/util/connection.py,sha256=5Lx2B1PW29KxBn2T0xkN1CBgRBa3gGVJBKoQoRogEVk,4901
+urllib3/util/proxy.py,sha256=zUvPPCJrp6dOF0N4GAVbOcl6o-4uXKSrGiTkkr5vUS4,1605
+urllib3/util/queue.py,sha256=nRgX8_eX-_VkvxoX096QWoz8Ps0QHUAExILCY_7PncM,498
+urllib3/util/request.py,sha256=fWiAaa8pwdLLIqoTLBxCC2e4ed80muzKU3e3HWWTzFQ,4225
+urllib3/util/response.py,sha256=GJpg3Egi9qaJXRwBh5wv-MNuRWan5BIu40oReoxWP28,3510
+urllib3/util/retry.py,sha256=6ENvOZ8PBDzh8kgixpql9lIrb2dxH-k7ZmBanJF2Ng4,22050
+urllib3/util/ssl_.py,sha256=ZixxUMqWuP8mgaxxQA28LLzS8ZNW3wlGKXZk-vwbLVg,17448
+urllib3/util/ssl_match_hostname.py,sha256=Ir4cZVEjmAk8gUAIHWSi7wtOO83UCYABY2xFD1Ql_WA,5758
+urllib3/util/ssltransport.py,sha256=NA-u5rMTrDFDFC8QzRKUEKMG0561hOD4qBTr3Z4pv6E,6895
+urllib3/util/timeout.py,sha256=cwq4dMk87mJHSBktK1miYJ-85G-3T3RmT20v7SFCpno,10168
+urllib3/util/url.py,sha256=kMxL1k0d-aQm_iZDw_zMmnyYyjrIA_DbsMy3cm3V55M,14279
+urllib3/util/wait.py,sha256=fOX0_faozG2P7iVojQoE1mbydweNyTcm-hXEfFrTtLI,5403
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/WHEEL b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..5850bf02348fe276f6d836e449cbd7cf23e045eb
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/WHEEL
@@ -0,0 +1,6 @@
+Wheel-Version: 1.0
+Generator: setuptools (74.0.0)
+Root-Is-Purelib: true
+Tag: py2-none-any
+Tag: py3-none-any
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/top_level.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..a42590bebea6002a3c81cdbf89443ca1c3578d0b
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3-1.26.20.dist-info/top_level.txt
@@ -0,0 +1 @@
+urllib3
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..c6fa38212fb559a9b51fe36b72892839efae63f5
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/__init__.py
@@ -0,0 +1,102 @@
+"""
+Python HTTP library with thread-safe connection pooling, file post support, user friendly, and more
+"""
+from __future__ import absolute_import
+
+# Set default logging handler to avoid "No handler found" warnings.
+import logging
+import warnings
+from logging import NullHandler
+
+from . import exceptions
+from ._version import __version__
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, connection_from_url
+from .filepost import encode_multipart_formdata
+from .poolmanager import PoolManager, ProxyManager, proxy_from_url
+from .response import HTTPResponse
+from .util.request import make_headers
+from .util.retry import Retry
+from .util.timeout import Timeout
+from .util.url import get_host
+
+# === NOTE TO REPACKAGERS AND VENDORS ===
+# Please delete this block, this logic is only
+# for urllib3 being distributed via PyPI.
+# See: https://github.com/urllib3/urllib3/issues/2680
+try:
+ import urllib3_secure_extra # type: ignore # noqa: F401
+except ImportError:
+ pass
+else:
+ warnings.warn(
+ "'urllib3[secure]' extra is deprecated and will be removed "
+ "in a future release of urllib3 2.x. Read more in this issue: "
+ "https://github.com/urllib3/urllib3/issues/2680",
+ category=DeprecationWarning,
+ stacklevel=2,
+ )
+
+__author__ = "Andrey Petrov (andrey.petrov@shazow.net)"
+__license__ = "MIT"
+__version__ = __version__
+
+__all__ = (
+ "HTTPConnectionPool",
+ "HTTPSConnectionPool",
+ "PoolManager",
+ "ProxyManager",
+ "HTTPResponse",
+ "Retry",
+ "Timeout",
+ "add_stderr_logger",
+ "connection_from_url",
+ "disable_warnings",
+ "encode_multipart_formdata",
+ "get_host",
+ "make_headers",
+ "proxy_from_url",
+)
+
+logging.getLogger(__name__).addHandler(NullHandler())
+
+
+def add_stderr_logger(level=logging.DEBUG):
+ """
+ Helper for quickly adding a StreamHandler to the logger. Useful for
+ debugging.
+
+ Returns the handler after adding it.
+ """
+ # This method needs to be in this __init__.py to get the __name__ correct
+ # even if urllib3 is vendored within another package.
+ logger = logging.getLogger(__name__)
+ handler = logging.StreamHandler()
+ handler.setFormatter(logging.Formatter("%(asctime)s %(levelname)s %(message)s"))
+ logger.addHandler(handler)
+ logger.setLevel(level)
+ logger.debug("Added a stderr logging handler to logger: %s", __name__)
+ return handler
+
+
+# ... Clean up.
+del NullHandler
+
+
+# All warning filters *must* be appended unless you're really certain that they
+# shouldn't be: otherwise, it's very hard for users to use most Python
+# mechanisms to silence them.
+# SecurityWarning's always go off by default.
+warnings.simplefilter("always", exceptions.SecurityWarning, append=True)
+# SubjectAltNameWarning's should go off once per host
+warnings.simplefilter("default", exceptions.SubjectAltNameWarning, append=True)
+# InsecurePlatformWarning's don't vary between requests, so we keep it default.
+warnings.simplefilter("default", exceptions.InsecurePlatformWarning, append=True)
+# SNIMissingWarnings should go off only once.
+warnings.simplefilter("default", exceptions.SNIMissingWarning, append=True)
+
+
+def disable_warnings(category=exceptions.HTTPWarning):
+ """
+ Helper for quickly disabling all urllib3 warnings.
+ """
+ warnings.simplefilter("ignore", category)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_collections.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_collections.py
new file mode 100644
index 0000000000000000000000000000000000000000..bceb8451f0e761f623b88c9b4d5341630d05f9ce
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_collections.py
@@ -0,0 +1,355 @@
+from __future__ import absolute_import
+
+try:
+ from collections.abc import Mapping, MutableMapping
+except ImportError:
+ from collections import Mapping, MutableMapping
+try:
+ from threading import RLock
+except ImportError: # Platform-specific: No threads available
+
+ class RLock:
+ def __enter__(self):
+ pass
+
+ def __exit__(self, exc_type, exc_value, traceback):
+ pass
+
+
+from collections import OrderedDict
+
+from .exceptions import InvalidHeader
+from .packages import six
+from .packages.six import iterkeys, itervalues
+
+__all__ = ["RecentlyUsedContainer", "HTTPHeaderDict"]
+
+
+_Null = object()
+
+
+class RecentlyUsedContainer(MutableMapping):
+ """
+ Provides a thread-safe dict-like container which maintains up to
+ ``maxsize`` keys while throwing away the least-recently-used keys beyond
+ ``maxsize``.
+
+ :param maxsize:
+ Maximum number of recent elements to retain.
+
+ :param dispose_func:
+ Every time an item is evicted from the container,
+ ``dispose_func(value)`` is called. Callback which will get called
+ """
+
+ ContainerCls = OrderedDict
+
+ def __init__(self, maxsize=10, dispose_func=None):
+ self._maxsize = maxsize
+ self.dispose_func = dispose_func
+
+ self._container = self.ContainerCls()
+ self.lock = RLock()
+
+ def __getitem__(self, key):
+ # Re-insert the item, moving it to the end of the eviction line.
+ with self.lock:
+ item = self._container.pop(key)
+ self._container[key] = item
+ return item
+
+ def __setitem__(self, key, value):
+ evicted_value = _Null
+ with self.lock:
+ # Possibly evict the existing value of 'key'
+ evicted_value = self._container.get(key, _Null)
+ self._container[key] = value
+
+ # If we didn't evict an existing value, we might have to evict the
+ # least recently used item from the beginning of the container.
+ if len(self._container) > self._maxsize:
+ _key, evicted_value = self._container.popitem(last=False)
+
+ if self.dispose_func and evicted_value is not _Null:
+ self.dispose_func(evicted_value)
+
+ def __delitem__(self, key):
+ with self.lock:
+ value = self._container.pop(key)
+
+ if self.dispose_func:
+ self.dispose_func(value)
+
+ def __len__(self):
+ with self.lock:
+ return len(self._container)
+
+ def __iter__(self):
+ raise NotImplementedError(
+ "Iteration over this class is unlikely to be threadsafe."
+ )
+
+ def clear(self):
+ with self.lock:
+ # Copy pointers to all values, then wipe the mapping
+ values = list(itervalues(self._container))
+ self._container.clear()
+
+ if self.dispose_func:
+ for value in values:
+ self.dispose_func(value)
+
+ def keys(self):
+ with self.lock:
+ return list(iterkeys(self._container))
+
+
+class HTTPHeaderDict(MutableMapping):
+ """
+ :param headers:
+ An iterable of field-value pairs. Must not contain multiple field names
+ when compared case-insensitively.
+
+ :param kwargs:
+ Additional field-value pairs to pass in to ``dict.update``.
+
+ A ``dict`` like container for storing HTTP Headers.
+
+ Field names are stored and compared case-insensitively in compliance with
+ RFC 7230. Iteration provides the first case-sensitive key seen for each
+ case-insensitive pair.
+
+ Using ``__setitem__`` syntax overwrites fields that compare equal
+ case-insensitively in order to maintain ``dict``'s api. For fields that
+ compare equal, instead create a new ``HTTPHeaderDict`` and use ``.add``
+ in a loop.
+
+ If multiple fields that are equal case-insensitively are passed to the
+ constructor or ``.update``, the behavior is undefined and some will be
+ lost.
+
+ >>> headers = HTTPHeaderDict()
+ >>> headers.add('Set-Cookie', 'foo=bar')
+ >>> headers.add('set-cookie', 'baz=quxx')
+ >>> headers['content-length'] = '7'
+ >>> headers['SET-cookie']
+ 'foo=bar, baz=quxx'
+ >>> headers['Content-Length']
+ '7'
+ """
+
+ def __init__(self, headers=None, **kwargs):
+ super(HTTPHeaderDict, self).__init__()
+ self._container = OrderedDict()
+ if headers is not None:
+ if isinstance(headers, HTTPHeaderDict):
+ self._copy_from(headers)
+ else:
+ self.extend(headers)
+ if kwargs:
+ self.extend(kwargs)
+
+ def __setitem__(self, key, val):
+ self._container[key.lower()] = [key, val]
+ return self._container[key.lower()]
+
+ def __getitem__(self, key):
+ val = self._container[key.lower()]
+ return ", ".join(val[1:])
+
+ def __delitem__(self, key):
+ del self._container[key.lower()]
+
+ def __contains__(self, key):
+ return key.lower() in self._container
+
+ def __eq__(self, other):
+ if not isinstance(other, Mapping) and not hasattr(other, "keys"):
+ return False
+ if not isinstance(other, type(self)):
+ other = type(self)(other)
+ return dict((k.lower(), v) for k, v in self.itermerged()) == dict(
+ (k.lower(), v) for k, v in other.itermerged()
+ )
+
+ def __ne__(self, other):
+ return not self.__eq__(other)
+
+ if six.PY2: # Python 2
+ iterkeys = MutableMapping.iterkeys
+ itervalues = MutableMapping.itervalues
+
+ __marker = object()
+
+ def __len__(self):
+ return len(self._container)
+
+ def __iter__(self):
+ # Only provide the originally cased names
+ for vals in self._container.values():
+ yield vals[0]
+
+ def pop(self, key, default=__marker):
+ """D.pop(k[,d]) -> v, remove specified key and return the corresponding value.
+ If key is not found, d is returned if given, otherwise KeyError is raised.
+ """
+ # Using the MutableMapping function directly fails due to the private marker.
+ # Using ordinary dict.pop would expose the internal structures.
+ # So let's reinvent the wheel.
+ try:
+ value = self[key]
+ except KeyError:
+ if default is self.__marker:
+ raise
+ return default
+ else:
+ del self[key]
+ return value
+
+ def discard(self, key):
+ try:
+ del self[key]
+ except KeyError:
+ pass
+
+ def add(self, key, val):
+ """Adds a (name, value) pair, doesn't overwrite the value if it already
+ exists.
+
+ >>> headers = HTTPHeaderDict(foo='bar')
+ >>> headers.add('Foo', 'baz')
+ >>> headers['foo']
+ 'bar, baz'
+ """
+ key_lower = key.lower()
+ new_vals = [key, val]
+ # Keep the common case aka no item present as fast as possible
+ vals = self._container.setdefault(key_lower, new_vals)
+ if new_vals is not vals:
+ vals.append(val)
+
+ def extend(self, *args, **kwargs):
+ """Generic import function for any type of header-like object.
+ Adapted version of MutableMapping.update in order to insert items
+ with self.add instead of self.__setitem__
+ """
+ if len(args) > 1:
+ raise TypeError(
+ "extend() takes at most 1 positional "
+ "arguments ({0} given)".format(len(args))
+ )
+ other = args[0] if len(args) >= 1 else ()
+
+ if isinstance(other, HTTPHeaderDict):
+ for key, val in other.iteritems():
+ self.add(key, val)
+ elif isinstance(other, Mapping):
+ for key in other:
+ self.add(key, other[key])
+ elif hasattr(other, "keys"):
+ for key in other.keys():
+ self.add(key, other[key])
+ else:
+ for key, value in other:
+ self.add(key, value)
+
+ for key, value in kwargs.items():
+ self.add(key, value)
+
+ def getlist(self, key, default=__marker):
+ """Returns a list of all the values for the named field. Returns an
+ empty list if the key doesn't exist."""
+ try:
+ vals = self._container[key.lower()]
+ except KeyError:
+ if default is self.__marker:
+ return []
+ return default
+ else:
+ return vals[1:]
+
+ def _prepare_for_method_change(self):
+ """
+ Remove content-specific header fields before changing the request
+ method to GET or HEAD according to RFC 9110, Section 15.4.
+ """
+ content_specific_headers = [
+ "Content-Encoding",
+ "Content-Language",
+ "Content-Location",
+ "Content-Type",
+ "Content-Length",
+ "Digest",
+ "Last-Modified",
+ ]
+ for header in content_specific_headers:
+ self.discard(header)
+ return self
+
+ # Backwards compatibility for httplib
+ getheaders = getlist
+ getallmatchingheaders = getlist
+ iget = getlist
+
+ # Backwards compatibility for http.cookiejar
+ get_all = getlist
+
+ def __repr__(self):
+ return "%s(%s)" % (type(self).__name__, dict(self.itermerged()))
+
+ def _copy_from(self, other):
+ for key in other:
+ val = other.getlist(key)
+ if isinstance(val, list):
+ # Don't need to convert tuples
+ val = list(val)
+ self._container[key.lower()] = [key] + val
+
+ def copy(self):
+ clone = type(self)()
+ clone._copy_from(self)
+ return clone
+
+ def iteritems(self):
+ """Iterate over all header lines, including duplicate ones."""
+ for key in self:
+ vals = self._container[key.lower()]
+ for val in vals[1:]:
+ yield vals[0], val
+
+ def itermerged(self):
+ """Iterate over all headers, merging duplicate ones together."""
+ for key in self:
+ val = self._container[key.lower()]
+ yield val[0], ", ".join(val[1:])
+
+ def items(self):
+ return list(self.iteritems())
+
+ @classmethod
+ def from_httplib(cls, message): # Python 2
+ """Read headers from a Python 2 httplib message object."""
+ # python2.7 does not expose a proper API for exporting multiheaders
+ # efficiently. This function re-reads raw lines from the message
+ # object and extracts the multiheaders properly.
+ obs_fold_continued_leaders = (" ", "\t")
+ headers = []
+
+ for line in message.headers:
+ if line.startswith(obs_fold_continued_leaders):
+ if not headers:
+ # We received a header line that starts with OWS as described
+ # in RFC-7230 S3.2.4. This indicates a multiline header, but
+ # there exists no previous header to which we can attach it.
+ raise InvalidHeader(
+ "Header continuation with no previous header: %s" % line
+ )
+ else:
+ key, value = headers[-1]
+ headers[-1] = (key, value + " " + line.strip())
+ continue
+
+ key, value = line.split(":", 1)
+ headers.append((key, value.strip()))
+
+ return cls(headers)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_version.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_version.py
new file mode 100644
index 0000000000000000000000000000000000000000..d49df2a0c543623b5568c3a2f9b3cc12f1023ecb
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/_version.py
@@ -0,0 +1,2 @@
+# This file is protected via CODEOWNERS
+__version__ = "1.26.20"
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connection.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connection.py
new file mode 100644
index 0000000000000000000000000000000000000000..de35b63d670d8be799ba60d3ac0a5da4742562ac
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connection.py
@@ -0,0 +1,572 @@
+from __future__ import absolute_import
+
+import datetime
+import logging
+import os
+import re
+import socket
+import warnings
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+from .packages import six
+from .packages.six.moves.http_client import HTTPConnection as _HTTPConnection
+from .packages.six.moves.http_client import HTTPException # noqa: F401
+from .util.proxy import create_proxy_ssl_context
+
+try: # Compiled with SSL?
+ import ssl
+
+ BaseSSLError = ssl.SSLError
+except (ImportError, AttributeError): # Platform-specific: No SSL.
+ ssl = None
+
+ class BaseSSLError(BaseException):
+ pass
+
+
+try:
+ # Python 3: not a no-op, we're adding this to the namespace so it can be imported.
+ ConnectionError = ConnectionError
+except NameError:
+ # Python 2
+ class ConnectionError(Exception):
+ pass
+
+
+try: # Python 3:
+ # Not a no-op, we're adding this to the namespace so it can be imported.
+ BrokenPipeError = BrokenPipeError
+except NameError: # Python 2:
+
+ class BrokenPipeError(Exception):
+ pass
+
+
+from ._collections import HTTPHeaderDict # noqa (historical, removed in v2)
+from ._version import __version__
+from .exceptions import (
+ ConnectTimeoutError,
+ NewConnectionError,
+ SubjectAltNameWarning,
+ SystemTimeWarning,
+)
+from .util import SKIP_HEADER, SKIPPABLE_HEADERS, connection
+from .util.ssl_ import (
+ assert_fingerprint,
+ create_urllib3_context,
+ is_ipaddress,
+ resolve_cert_reqs,
+ resolve_ssl_version,
+ ssl_wrap_socket,
+)
+from .util.ssl_match_hostname import CertificateError, match_hostname
+
+log = logging.getLogger(__name__)
+
+port_by_scheme = {"http": 80, "https": 443}
+
+# When it comes time to update this value as a part of regular maintenance
+# (ie test_recent_date is failing) update it to ~6 months before the current date.
+RECENT_DATE = datetime.date(2024, 1, 1)
+
+_CONTAINS_CONTROL_CHAR_RE = re.compile(r"[^-!#$%&'*+.^_`|~0-9a-zA-Z]")
+
+
+class HTTPConnection(_HTTPConnection, object):
+ """
+ Based on :class:`http.client.HTTPConnection` but provides an extra constructor
+ backwards-compatibility layer between older and newer Pythons.
+
+ Additional keyword parameters are used to configure attributes of the connection.
+ Accepted parameters include:
+
+ - ``strict``: See the documentation on :class:`urllib3.connectionpool.HTTPConnectionPool`
+ - ``source_address``: Set the source address for the current connection.
+ - ``socket_options``: Set specific options on the underlying socket. If not specified, then
+ defaults are loaded from ``HTTPConnection.default_socket_options`` which includes disabling
+ Nagle's algorithm (sets TCP_NODELAY to 1) unless the connection is behind a proxy.
+
+ For example, if you wish to enable TCP Keep Alive in addition to the defaults,
+ you might pass:
+
+ .. code-block:: python
+
+ HTTPConnection.default_socket_options + [
+ (socket.SOL_SOCKET, socket.SO_KEEPALIVE, 1),
+ ]
+
+ Or you may want to disable the defaults by passing an empty list (e.g., ``[]``).
+ """
+
+ default_port = port_by_scheme["http"]
+
+ #: Disable Nagle's algorithm by default.
+ #: ``[(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]``
+ default_socket_options = [(socket.IPPROTO_TCP, socket.TCP_NODELAY, 1)]
+
+ #: Whether this connection verifies the host's certificate.
+ is_verified = False
+
+ #: Whether this proxy connection (if used) verifies the proxy host's
+ #: certificate.
+ proxy_is_verified = None
+
+ def __init__(self, *args, **kw):
+ if not six.PY2:
+ kw.pop("strict", None)
+
+ # Pre-set source_address.
+ self.source_address = kw.get("source_address")
+
+ #: The socket options provided by the user. If no options are
+ #: provided, we use the default options.
+ self.socket_options = kw.pop("socket_options", self.default_socket_options)
+
+ # Proxy options provided by the user.
+ self.proxy = kw.pop("proxy", None)
+ self.proxy_config = kw.pop("proxy_config", None)
+
+ _HTTPConnection.__init__(self, *args, **kw)
+
+ @property
+ def host(self):
+ """
+ Getter method to remove any trailing dots that indicate the hostname is an FQDN.
+
+ In general, SSL certificates don't include the trailing dot indicating a
+ fully-qualified domain name, and thus, they don't validate properly when
+ checked against a domain name that includes the dot. In addition, some
+ servers may not expect to receive the trailing dot when provided.
+
+ However, the hostname with trailing dot is critical to DNS resolution; doing a
+ lookup with the trailing dot will properly only resolve the appropriate FQDN,
+ whereas a lookup without a trailing dot will search the system's search domain
+ list. Thus, it's important to keep the original host around for use only in
+ those cases where it's appropriate (i.e., when doing DNS lookup to establish the
+ actual TCP connection across which we're going to send HTTP requests).
+ """
+ return self._dns_host.rstrip(".")
+
+ @host.setter
+ def host(self, value):
+ """
+ Setter for the `host` property.
+
+ We assume that only urllib3 uses the _dns_host attribute; httplib itself
+ only uses `host`, and it seems reasonable that other libraries follow suit.
+ """
+ self._dns_host = value
+
+ def _new_conn(self):
+ """Establish a socket connection and set nodelay settings on it.
+
+ :return: New socket connection.
+ """
+ extra_kw = {}
+ if self.source_address:
+ extra_kw["source_address"] = self.source_address
+
+ if self.socket_options:
+ extra_kw["socket_options"] = self.socket_options
+
+ try:
+ conn = connection.create_connection(
+ (self._dns_host, self.port), self.timeout, **extra_kw
+ )
+
+ except SocketTimeout:
+ raise ConnectTimeoutError(
+ self,
+ "Connection to %s timed out. (connect timeout=%s)"
+ % (self.host, self.timeout),
+ )
+
+ except SocketError as e:
+ raise NewConnectionError(
+ self, "Failed to establish a new connection: %s" % e
+ )
+
+ return conn
+
+ def _is_using_tunnel(self):
+ # Google App Engine's httplib does not define _tunnel_host
+ return getattr(self, "_tunnel_host", None)
+
+ def _prepare_conn(self, conn):
+ self.sock = conn
+ if self._is_using_tunnel():
+ # TODO: Fix tunnel so it doesn't depend on self.sock state.
+ self._tunnel()
+ # Mark this connection as not reusable
+ self.auto_open = 0
+
+ def connect(self):
+ conn = self._new_conn()
+ self._prepare_conn(conn)
+
+ def putrequest(self, method, url, *args, **kwargs):
+ """ """
+ # Empty docstring because the indentation of CPython's implementation
+ # is broken but we don't want this method in our documentation.
+ match = _CONTAINS_CONTROL_CHAR_RE.search(method)
+ if match:
+ raise ValueError(
+ "Method cannot contain non-token characters %r (found at least %r)"
+ % (method, match.group())
+ )
+
+ return _HTTPConnection.putrequest(self, method, url, *args, **kwargs)
+
+ def putheader(self, header, *values):
+ """ """
+ if not any(isinstance(v, str) and v == SKIP_HEADER for v in values):
+ _HTTPConnection.putheader(self, header, *values)
+ elif six.ensure_str(header.lower()) not in SKIPPABLE_HEADERS:
+ raise ValueError(
+ "urllib3.util.SKIP_HEADER only supports '%s'"
+ % ("', '".join(map(str.title, sorted(SKIPPABLE_HEADERS))),)
+ )
+
+ def request(self, method, url, body=None, headers=None):
+ # Update the inner socket's timeout value to send the request.
+ # This only triggers if the connection is re-used.
+ if getattr(self, "sock", None) is not None:
+ self.sock.settimeout(self.timeout)
+
+ if headers is None:
+ headers = {}
+ else:
+ # Avoid modifying the headers passed into .request()
+ headers = headers.copy()
+ if "user-agent" not in (six.ensure_str(k.lower()) for k in headers):
+ headers["User-Agent"] = _get_default_user_agent()
+ super(HTTPConnection, self).request(method, url, body=body, headers=headers)
+
+ def request_chunked(self, method, url, body=None, headers=None):
+ """
+ Alternative to the common request method, which sends the
+ body with chunked encoding and not as one block
+ """
+ headers = headers or {}
+ header_keys = set([six.ensure_str(k.lower()) for k in headers])
+ skip_accept_encoding = "accept-encoding" in header_keys
+ skip_host = "host" in header_keys
+ self.putrequest(
+ method, url, skip_accept_encoding=skip_accept_encoding, skip_host=skip_host
+ )
+ if "user-agent" not in header_keys:
+ self.putheader("User-Agent", _get_default_user_agent())
+ for header, value in headers.items():
+ self.putheader(header, value)
+ if "transfer-encoding" not in header_keys:
+ self.putheader("Transfer-Encoding", "chunked")
+ self.endheaders()
+
+ if body is not None:
+ stringish_types = six.string_types + (bytes,)
+ if isinstance(body, stringish_types):
+ body = (body,)
+ for chunk in body:
+ if not chunk:
+ continue
+ if not isinstance(chunk, bytes):
+ chunk = chunk.encode("utf8")
+ len_str = hex(len(chunk))[2:]
+ to_send = bytearray(len_str.encode())
+ to_send += b"\r\n"
+ to_send += chunk
+ to_send += b"\r\n"
+ self.send(to_send)
+
+ # After the if clause, to always have a closed body
+ self.send(b"0\r\n\r\n")
+
+
+class HTTPSConnection(HTTPConnection):
+ """
+ Many of the parameters to this constructor are passed to the underlying SSL
+ socket by means of :py:func:`urllib3.util.ssl_wrap_socket`.
+ """
+
+ default_port = port_by_scheme["https"]
+
+ cert_reqs = None
+ ca_certs = None
+ ca_cert_dir = None
+ ca_cert_data = None
+ ssl_version = None
+ assert_fingerprint = None
+ tls_in_tls_required = False
+
+ def __init__(
+ self,
+ host,
+ port=None,
+ key_file=None,
+ cert_file=None,
+ key_password=None,
+ strict=None,
+ timeout=socket._GLOBAL_DEFAULT_TIMEOUT,
+ ssl_context=None,
+ server_hostname=None,
+ **kw
+ ):
+
+ HTTPConnection.__init__(self, host, port, strict=strict, timeout=timeout, **kw)
+
+ self.key_file = key_file
+ self.cert_file = cert_file
+ self.key_password = key_password
+ self.ssl_context = ssl_context
+ self.server_hostname = server_hostname
+
+ # Required property for Google AppEngine 1.9.0 which otherwise causes
+ # HTTPS requests to go out as HTTP. (See Issue #356)
+ self._protocol = "https"
+
+ def set_cert(
+ self,
+ key_file=None,
+ cert_file=None,
+ cert_reqs=None,
+ key_password=None,
+ ca_certs=None,
+ assert_hostname=None,
+ assert_fingerprint=None,
+ ca_cert_dir=None,
+ ca_cert_data=None,
+ ):
+ """
+ This method should only be called once, before the connection is used.
+ """
+ # If cert_reqs is not provided we'll assume CERT_REQUIRED unless we also
+ # have an SSLContext object in which case we'll use its verify_mode.
+ if cert_reqs is None:
+ if self.ssl_context is not None:
+ cert_reqs = self.ssl_context.verify_mode
+ else:
+ cert_reqs = resolve_cert_reqs(None)
+
+ self.key_file = key_file
+ self.cert_file = cert_file
+ self.cert_reqs = cert_reqs
+ self.key_password = key_password
+ self.assert_hostname = assert_hostname
+ self.assert_fingerprint = assert_fingerprint
+ self.ca_certs = ca_certs and os.path.expanduser(ca_certs)
+ self.ca_cert_dir = ca_cert_dir and os.path.expanduser(ca_cert_dir)
+ self.ca_cert_data = ca_cert_data
+
+ def connect(self):
+ # Add certificate verification
+ self.sock = conn = self._new_conn()
+ hostname = self.host
+ tls_in_tls = False
+
+ if self._is_using_tunnel():
+ if self.tls_in_tls_required:
+ self.sock = conn = self._connect_tls_proxy(hostname, conn)
+ tls_in_tls = True
+
+ # Calls self._set_hostport(), so self.host is
+ # self._tunnel_host below.
+ self._tunnel()
+ # Mark this connection as not reusable
+ self.auto_open = 0
+
+ # Override the host with the one we're requesting data from.
+ hostname = self._tunnel_host
+
+ server_hostname = hostname
+ if self.server_hostname is not None:
+ server_hostname = self.server_hostname
+
+ is_time_off = datetime.date.today() < RECENT_DATE
+ if is_time_off:
+ warnings.warn(
+ (
+ "System time is way off (before {0}). This will probably "
+ "lead to SSL verification errors"
+ ).format(RECENT_DATE),
+ SystemTimeWarning,
+ )
+
+ # Wrap socket using verification with the root certs in
+ # trusted_root_certs
+ default_ssl_context = False
+ if self.ssl_context is None:
+ default_ssl_context = True
+ self.ssl_context = create_urllib3_context(
+ ssl_version=resolve_ssl_version(self.ssl_version),
+ cert_reqs=resolve_cert_reqs(self.cert_reqs),
+ )
+
+ context = self.ssl_context
+ context.verify_mode = resolve_cert_reqs(self.cert_reqs)
+
+ # Try to load OS default certs if none are given.
+ # Works well on Windows (requires Python3.4+)
+ if (
+ not self.ca_certs
+ and not self.ca_cert_dir
+ and not self.ca_cert_data
+ and default_ssl_context
+ and hasattr(context, "load_default_certs")
+ ):
+ context.load_default_certs()
+
+ self.sock = ssl_wrap_socket(
+ sock=conn,
+ keyfile=self.key_file,
+ certfile=self.cert_file,
+ key_password=self.key_password,
+ ca_certs=self.ca_certs,
+ ca_cert_dir=self.ca_cert_dir,
+ ca_cert_data=self.ca_cert_data,
+ server_hostname=server_hostname,
+ ssl_context=context,
+ tls_in_tls=tls_in_tls,
+ )
+
+ # If we're using all defaults and the connection
+ # is TLSv1 or TLSv1.1 we throw a DeprecationWarning
+ # for the host.
+ if (
+ default_ssl_context
+ and self.ssl_version is None
+ and hasattr(self.sock, "version")
+ and self.sock.version() in {"TLSv1", "TLSv1.1"}
+ ): # Defensive:
+ warnings.warn(
+ "Negotiating TLSv1/TLSv1.1 by default is deprecated "
+ "and will be disabled in urllib3 v2.0.0. Connecting to "
+ "'%s' with '%s' can be enabled by explicitly opting-in "
+ "with 'ssl_version'" % (self.host, self.sock.version()),
+ DeprecationWarning,
+ )
+
+ if self.assert_fingerprint:
+ assert_fingerprint(
+ self.sock.getpeercert(binary_form=True), self.assert_fingerprint
+ )
+ elif (
+ context.verify_mode != ssl.CERT_NONE
+ and not getattr(context, "check_hostname", False)
+ and self.assert_hostname is not False
+ ):
+ # While urllib3 attempts to always turn off hostname matching from
+ # the TLS library, this cannot always be done. So we check whether
+ # the TLS Library still thinks it's matching hostnames.
+ cert = self.sock.getpeercert()
+ if not cert.get("subjectAltName", ()):
+ warnings.warn(
+ (
+ "Certificate for {0} has no `subjectAltName`, falling back to check for a "
+ "`commonName` for now. This feature is being removed by major browsers and "
+ "deprecated by RFC 2818. (See https://github.com/urllib3/urllib3/issues/497 "
+ "for details.)".format(hostname)
+ ),
+ SubjectAltNameWarning,
+ )
+ _match_hostname(cert, self.assert_hostname or server_hostname)
+
+ self.is_verified = (
+ context.verify_mode == ssl.CERT_REQUIRED
+ or self.assert_fingerprint is not None
+ )
+
+ def _connect_tls_proxy(self, hostname, conn):
+ """
+ Establish a TLS connection to the proxy using the provided SSL context.
+ """
+ proxy_config = self.proxy_config
+ ssl_context = proxy_config.ssl_context
+ if ssl_context:
+ # If the user provided a proxy context, we assume CA and client
+ # certificates have already been set
+ return ssl_wrap_socket(
+ sock=conn,
+ server_hostname=hostname,
+ ssl_context=ssl_context,
+ )
+
+ ssl_context = create_proxy_ssl_context(
+ self.ssl_version,
+ self.cert_reqs,
+ self.ca_certs,
+ self.ca_cert_dir,
+ self.ca_cert_data,
+ )
+
+ # If no cert was provided, use only the default options for server
+ # certificate validation
+ socket = ssl_wrap_socket(
+ sock=conn,
+ ca_certs=self.ca_certs,
+ ca_cert_dir=self.ca_cert_dir,
+ ca_cert_data=self.ca_cert_data,
+ server_hostname=hostname,
+ ssl_context=ssl_context,
+ )
+
+ if ssl_context.verify_mode != ssl.CERT_NONE and not getattr(
+ ssl_context, "check_hostname", False
+ ):
+ # While urllib3 attempts to always turn off hostname matching from
+ # the TLS library, this cannot always be done. So we check whether
+ # the TLS Library still thinks it's matching hostnames.
+ cert = socket.getpeercert()
+ if not cert.get("subjectAltName", ()):
+ warnings.warn(
+ (
+ "Certificate for {0} has no `subjectAltName`, falling back to check for a "
+ "`commonName` for now. This feature is being removed by major browsers and "
+ "deprecated by RFC 2818. (See https://github.com/urllib3/urllib3/issues/497 "
+ "for details.)".format(hostname)
+ ),
+ SubjectAltNameWarning,
+ )
+ _match_hostname(cert, hostname)
+
+ self.proxy_is_verified = ssl_context.verify_mode == ssl.CERT_REQUIRED
+ return socket
+
+
+def _match_hostname(cert, asserted_hostname):
+ # Our upstream implementation of ssl.match_hostname()
+ # only applies this normalization to IP addresses so it doesn't
+ # match DNS SANs so we do the same thing!
+ stripped_hostname = asserted_hostname.strip("u[]")
+ if is_ipaddress(stripped_hostname):
+ asserted_hostname = stripped_hostname
+
+ try:
+ match_hostname(cert, asserted_hostname)
+ except CertificateError as e:
+ log.warning(
+ "Certificate did not match expected hostname: %s. Certificate: %s",
+ asserted_hostname,
+ cert,
+ )
+ # Add cert to exception and reraise so client code can inspect
+ # the cert when catching the exception, if they want to
+ e._peer_cert = cert
+ raise
+
+
+def _get_default_user_agent():
+ return "python-urllib3/%s" % __version__
+
+
+class DummyConnection(object):
+ """Used to detect a failed ConnectionCls import."""
+
+ pass
+
+
+if not ssl:
+ HTTPSConnection = DummyConnection # noqa: F811
+
+
+VerifiedHTTPSConnection = HTTPSConnection
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connectionpool.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connectionpool.py
new file mode 100644
index 0000000000000000000000000000000000000000..0872ed770117096a8decf02e099a5c4148e018f3
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/connectionpool.py
@@ -0,0 +1,1140 @@
+from __future__ import absolute_import
+
+import errno
+import logging
+import re
+import socket
+import sys
+import warnings
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+from ._collections import HTTPHeaderDict
+from .connection import (
+ BaseSSLError,
+ BrokenPipeError,
+ DummyConnection,
+ HTTPConnection,
+ HTTPException,
+ HTTPSConnection,
+ VerifiedHTTPSConnection,
+ port_by_scheme,
+)
+from .exceptions import (
+ ClosedPoolError,
+ EmptyPoolError,
+ HeaderParsingError,
+ HostChangedError,
+ InsecureRequestWarning,
+ LocationValueError,
+ MaxRetryError,
+ NewConnectionError,
+ ProtocolError,
+ ProxyError,
+ ReadTimeoutError,
+ SSLError,
+ TimeoutError,
+)
+from .packages import six
+from .packages.six.moves import queue
+from .request import RequestMethods
+from .response import HTTPResponse
+from .util.connection import is_connection_dropped
+from .util.proxy import connection_requires_http_tunnel
+from .util.queue import LifoQueue
+from .util.request import set_file_position
+from .util.response import assert_header_parsing
+from .util.retry import Retry
+from .util.ssl_match_hostname import CertificateError
+from .util.timeout import Timeout
+from .util.url import Url, _encode_target
+from .util.url import _normalize_host as normalize_host
+from .util.url import get_host, parse_url
+
+try: # Platform-specific: Python 3
+ import weakref
+
+ weakref_finalize = weakref.finalize
+except AttributeError: # Platform-specific: Python 2
+ from .packages.backports.weakref_finalize import weakref_finalize
+
+xrange = six.moves.xrange
+
+log = logging.getLogger(__name__)
+
+_Default = object()
+
+
+# Pool objects
+class ConnectionPool(object):
+ """
+ Base class for all connection pools, such as
+ :class:`.HTTPConnectionPool` and :class:`.HTTPSConnectionPool`.
+
+ .. note::
+ ConnectionPool.urlopen() does not normalize or percent-encode target URIs
+ which is useful if your target server doesn't support percent-encoded
+ target URIs.
+ """
+
+ scheme = None
+ QueueCls = LifoQueue
+
+ def __init__(self, host, port=None):
+ if not host:
+ raise LocationValueError("No host specified.")
+
+ self.host = _normalize_host(host, scheme=self.scheme)
+ self._proxy_host = host.lower()
+ self.port = port
+
+ def __str__(self):
+ return "%s(host=%r, port=%r)" % (type(self).__name__, self.host, self.port)
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ self.close()
+ # Return False to re-raise any potential exceptions
+ return False
+
+ def close(self):
+ """
+ Close all pooled connections and disable the pool.
+ """
+ pass
+
+
+# This is taken from http://hg.python.org/cpython/file/7aaba721ebc0/Lib/socket.py#l252
+_blocking_errnos = {errno.EAGAIN, errno.EWOULDBLOCK}
+
+
+class HTTPConnectionPool(ConnectionPool, RequestMethods):
+ """
+ Thread-safe connection pool for one host.
+
+ :param host:
+ Host used for this HTTP Connection (e.g. "localhost"), passed into
+ :class:`http.client.HTTPConnection`.
+
+ :param port:
+ Port used for this HTTP Connection (None is equivalent to 80), passed
+ into :class:`http.client.HTTPConnection`.
+
+ :param strict:
+ Causes BadStatusLine to be raised if the status line can't be parsed
+ as a valid HTTP/1.0 or 1.1 status line, passed into
+ :class:`http.client.HTTPConnection`.
+
+ .. note::
+ Only works in Python 2. This parameter is ignored in Python 3.
+
+ :param timeout:
+ Socket timeout in seconds for each individual connection. This can
+ be a float or integer, which sets the timeout for the HTTP request,
+ or an instance of :class:`urllib3.util.Timeout` which gives you more
+ fine-grained control over request timeouts. After the constructor has
+ been parsed, this is always a `urllib3.util.Timeout` object.
+
+ :param maxsize:
+ Number of connections to save that can be reused. More than 1 is useful
+ in multithreaded situations. If ``block`` is set to False, more
+ connections will be created but they will not be saved once they've
+ been used.
+
+ :param block:
+ If set to True, no more than ``maxsize`` connections will be used at
+ a time. When no free connections are available, the call will block
+ until a connection has been released. This is a useful side effect for
+ particular multithreaded situations where one does not want to use more
+ than maxsize connections per host to prevent flooding.
+
+ :param headers:
+ Headers to include with all requests, unless other headers are given
+ explicitly.
+
+ :param retries:
+ Retry configuration to use by default with requests in this pool.
+
+ :param _proxy:
+ Parsed proxy URL, should not be used directly, instead, see
+ :class:`urllib3.ProxyManager`
+
+ :param _proxy_headers:
+ A dictionary with proxy headers, should not be used directly,
+ instead, see :class:`urllib3.ProxyManager`
+
+ :param \\**conn_kw:
+ Additional parameters are used to create fresh :class:`urllib3.connection.HTTPConnection`,
+ :class:`urllib3.connection.HTTPSConnection` instances.
+ """
+
+ scheme = "http"
+ ConnectionCls = HTTPConnection
+ ResponseCls = HTTPResponse
+
+ def __init__(
+ self,
+ host,
+ port=None,
+ strict=False,
+ timeout=Timeout.DEFAULT_TIMEOUT,
+ maxsize=1,
+ block=False,
+ headers=None,
+ retries=None,
+ _proxy=None,
+ _proxy_headers=None,
+ _proxy_config=None,
+ **conn_kw
+ ):
+ ConnectionPool.__init__(self, host, port)
+ RequestMethods.__init__(self, headers)
+
+ self.strict = strict
+
+ if not isinstance(timeout, Timeout):
+ timeout = Timeout.from_float(timeout)
+
+ if retries is None:
+ retries = Retry.DEFAULT
+
+ self.timeout = timeout
+ self.retries = retries
+
+ self.pool = self.QueueCls(maxsize)
+ self.block = block
+
+ self.proxy = _proxy
+ self.proxy_headers = _proxy_headers or {}
+ self.proxy_config = _proxy_config
+
+ # Fill the queue up so that doing get() on it will block properly
+ for _ in xrange(maxsize):
+ self.pool.put(None)
+
+ # These are mostly for testing and debugging purposes.
+ self.num_connections = 0
+ self.num_requests = 0
+ self.conn_kw = conn_kw
+
+ if self.proxy:
+ # Enable Nagle's algorithm for proxies, to avoid packet fragmentation.
+ # We cannot know if the user has added default socket options, so we cannot replace the
+ # list.
+ self.conn_kw.setdefault("socket_options", [])
+
+ self.conn_kw["proxy"] = self.proxy
+ self.conn_kw["proxy_config"] = self.proxy_config
+
+ # Do not pass 'self' as callback to 'finalize'.
+ # Then the 'finalize' would keep an endless living (leak) to self.
+ # By just passing a reference to the pool allows the garbage collector
+ # to free self if nobody else has a reference to it.
+ pool = self.pool
+
+ # Close all the HTTPConnections in the pool before the
+ # HTTPConnectionPool object is garbage collected.
+ weakref_finalize(self, _close_pool_connections, pool)
+
+ def _new_conn(self):
+ """
+ Return a fresh :class:`HTTPConnection`.
+ """
+ self.num_connections += 1
+ log.debug(
+ "Starting new HTTP connection (%d): %s:%s",
+ self.num_connections,
+ self.host,
+ self.port or "80",
+ )
+
+ conn = self.ConnectionCls(
+ host=self.host,
+ port=self.port,
+ timeout=self.timeout.connect_timeout,
+ strict=self.strict,
+ **self.conn_kw
+ )
+ return conn
+
+ def _get_conn(self, timeout=None):
+ """
+ Get a connection. Will return a pooled connection if one is available.
+
+ If no connections are available and :prop:`.block` is ``False``, then a
+ fresh connection is returned.
+
+ :param timeout:
+ Seconds to wait before giving up and raising
+ :class:`urllib3.exceptions.EmptyPoolError` if the pool is empty and
+ :prop:`.block` is ``True``.
+ """
+ conn = None
+ try:
+ conn = self.pool.get(block=self.block, timeout=timeout)
+
+ except AttributeError: # self.pool is None
+ raise ClosedPoolError(self, "Pool is closed.")
+
+ except queue.Empty:
+ if self.block:
+ raise EmptyPoolError(
+ self,
+ "Pool reached maximum size and no more connections are allowed.",
+ )
+ pass # Oh well, we'll create a new connection then
+
+ # If this is a persistent connection, check if it got disconnected
+ if conn and is_connection_dropped(conn):
+ log.debug("Resetting dropped connection: %s", self.host)
+ conn.close()
+ if getattr(conn, "auto_open", 1) == 0:
+ # This is a proxied connection that has been mutated by
+ # http.client._tunnel() and cannot be reused (since it would
+ # attempt to bypass the proxy)
+ conn = None
+
+ return conn or self._new_conn()
+
+ def _put_conn(self, conn):
+ """
+ Put a connection back into the pool.
+
+ :param conn:
+ Connection object for the current host and port as returned by
+ :meth:`._new_conn` or :meth:`._get_conn`.
+
+ If the pool is already full, the connection is closed and discarded
+ because we exceeded maxsize. If connections are discarded frequently,
+ then maxsize should be increased.
+
+ If the pool is closed, then the connection will be closed and discarded.
+ """
+ try:
+ self.pool.put(conn, block=False)
+ return # Everything is dandy, done.
+ except AttributeError:
+ # self.pool is None.
+ pass
+ except queue.Full:
+ # This should never happen if self.block == True
+ log.warning(
+ "Connection pool is full, discarding connection: %s. Connection pool size: %s",
+ self.host,
+ self.pool.qsize(),
+ )
+ # Connection never got put back into the pool, close it.
+ if conn:
+ conn.close()
+
+ def _validate_conn(self, conn):
+ """
+ Called right before a request is made, after the socket is created.
+ """
+ pass
+
+ def _prepare_proxy(self, conn):
+ # Nothing to do for HTTP connections.
+ pass
+
+ def _get_timeout(self, timeout):
+ """Helper that always returns a :class:`urllib3.util.Timeout`"""
+ if timeout is _Default:
+ return self.timeout.clone()
+
+ if isinstance(timeout, Timeout):
+ return timeout.clone()
+ else:
+ # User passed us an int/float. This is for backwards compatibility,
+ # can be removed later
+ return Timeout.from_float(timeout)
+
+ def _raise_timeout(self, err, url, timeout_value):
+ """Is the error actually a timeout? Will raise a ReadTimeout or pass"""
+
+ if isinstance(err, SocketTimeout):
+ raise ReadTimeoutError(
+ self, url, "Read timed out. (read timeout=%s)" % timeout_value
+ )
+
+ # See the above comment about EAGAIN in Python 3. In Python 2 we have
+ # to specifically catch it and throw the timeout error
+ if hasattr(err, "errno") and err.errno in _blocking_errnos:
+ raise ReadTimeoutError(
+ self, url, "Read timed out. (read timeout=%s)" % timeout_value
+ )
+
+ # Catch possible read timeouts thrown as SSL errors. If not the
+ # case, rethrow the original. We need to do this because of:
+ # http://bugs.python.org/issue10272
+ if "timed out" in str(err) or "did not complete (read)" in str(
+ err
+ ): # Python < 2.7.4
+ raise ReadTimeoutError(
+ self, url, "Read timed out. (read timeout=%s)" % timeout_value
+ )
+
+ def _make_request(
+ self, conn, method, url, timeout=_Default, chunked=False, **httplib_request_kw
+ ):
+ """
+ Perform a request on a given urllib connection object taken from our
+ pool.
+
+ :param conn:
+ a connection from one of our connection pools
+
+ :param timeout:
+ Socket timeout in seconds for the request. This can be a
+ float or integer, which will set the same timeout value for
+ the socket connect and the socket read, or an instance of
+ :class:`urllib3.util.Timeout`, which gives you more fine-grained
+ control over your timeouts.
+ """
+ self.num_requests += 1
+
+ timeout_obj = self._get_timeout(timeout)
+ timeout_obj.start_connect()
+ conn.timeout = Timeout.resolve_default_timeout(timeout_obj.connect_timeout)
+
+ # Trigger any extra validation we need to do.
+ try:
+ self._validate_conn(conn)
+ except (SocketTimeout, BaseSSLError) as e:
+ # Py2 raises this as a BaseSSLError, Py3 raises it as socket timeout.
+ self._raise_timeout(err=e, url=url, timeout_value=conn.timeout)
+ raise
+
+ # conn.request() calls http.client.*.request, not the method in
+ # urllib3.request. It also calls makefile (recv) on the socket.
+ try:
+ if chunked:
+ conn.request_chunked(method, url, **httplib_request_kw)
+ else:
+ conn.request(method, url, **httplib_request_kw)
+
+ # We are swallowing BrokenPipeError (errno.EPIPE) since the server is
+ # legitimately able to close the connection after sending a valid response.
+ # With this behaviour, the received response is still readable.
+ except BrokenPipeError:
+ # Python 3
+ pass
+ except IOError as e:
+ # Python 2 and macOS/Linux
+ # EPIPE and ESHUTDOWN are BrokenPipeError on Python 2, and EPROTOTYPE/ECONNRESET are needed on macOS
+ # https://erickt.github.io/blog/2014/11/19/adventures-in-debugging-a-potential-osx-kernel-bug/
+ if e.errno not in {
+ errno.EPIPE,
+ errno.ESHUTDOWN,
+ errno.EPROTOTYPE,
+ errno.ECONNRESET,
+ }:
+ raise
+
+ # Reset the timeout for the recv() on the socket
+ read_timeout = timeout_obj.read_timeout
+
+ # App Engine doesn't have a sock attr
+ if getattr(conn, "sock", None):
+ # In Python 3 socket.py will catch EAGAIN and return None when you
+ # try and read into the file pointer created by http.client, which
+ # instead raises a BadStatusLine exception. Instead of catching
+ # the exception and assuming all BadStatusLine exceptions are read
+ # timeouts, check for a zero timeout before making the request.
+ if read_timeout == 0:
+ raise ReadTimeoutError(
+ self, url, "Read timed out. (read timeout=%s)" % read_timeout
+ )
+ if read_timeout is Timeout.DEFAULT_TIMEOUT:
+ conn.sock.settimeout(socket.getdefaulttimeout())
+ else: # None or a value
+ conn.sock.settimeout(read_timeout)
+
+ # Receive the response from the server
+ try:
+ try:
+ # Python 2.7, use buffering of HTTP responses
+ httplib_response = conn.getresponse(buffering=True)
+ except TypeError:
+ # Python 3
+ try:
+ httplib_response = conn.getresponse()
+ except BaseException as e:
+ # Remove the TypeError from the exception chain in
+ # Python 3 (including for exceptions like SystemExit).
+ # Otherwise it looks like a bug in the code.
+ six.raise_from(e, None)
+ except (SocketTimeout, BaseSSLError, SocketError) as e:
+ self._raise_timeout(err=e, url=url, timeout_value=read_timeout)
+ raise
+
+ # AppEngine doesn't have a version attr.
+ http_version = getattr(conn, "_http_vsn_str", "HTTP/?")
+ log.debug(
+ '%s://%s:%s "%s %s %s" %s %s',
+ self.scheme,
+ self.host,
+ self.port,
+ method,
+ url,
+ http_version,
+ httplib_response.status,
+ httplib_response.length,
+ )
+
+ try:
+ assert_header_parsing(httplib_response.msg)
+ except (HeaderParsingError, TypeError) as hpe: # Platform-specific: Python 3
+ log.warning(
+ "Failed to parse headers (url=%s): %s",
+ self._absolute_url(url),
+ hpe,
+ exc_info=True,
+ )
+
+ return httplib_response
+
+ def _absolute_url(self, path):
+ return Url(scheme=self.scheme, host=self.host, port=self.port, path=path).url
+
+ def close(self):
+ """
+ Close all pooled connections and disable the pool.
+ """
+ if self.pool is None:
+ return
+ # Disable access to the pool
+ old_pool, self.pool = self.pool, None
+
+ # Close all the HTTPConnections in the pool.
+ _close_pool_connections(old_pool)
+
+ def is_same_host(self, url):
+ """
+ Check if the given ``url`` is a member of the same host as this
+ connection pool.
+ """
+ if url.startswith("/"):
+ return True
+
+ # TODO: Add optional support for socket.gethostbyname checking.
+ scheme, host, port = get_host(url)
+ if host is not None:
+ host = _normalize_host(host, scheme=scheme)
+
+ # Use explicit default port for comparison when none is given
+ if self.port and not port:
+ port = port_by_scheme.get(scheme)
+ elif not self.port and port == port_by_scheme.get(scheme):
+ port = None
+
+ return (scheme, host, port) == (self.scheme, self.host, self.port)
+
+ def urlopen(
+ self,
+ method,
+ url,
+ body=None,
+ headers=None,
+ retries=None,
+ redirect=True,
+ assert_same_host=True,
+ timeout=_Default,
+ pool_timeout=None,
+ release_conn=None,
+ chunked=False,
+ body_pos=None,
+ **response_kw
+ ):
+ """
+ Get a connection from the pool and perform an HTTP request. This is the
+ lowest level call for making a request, so you'll need to specify all
+ the raw details.
+
+ .. note::
+
+ More commonly, it's appropriate to use a convenience method provided
+ by :class:`.RequestMethods`, such as :meth:`request`.
+
+ .. note::
+
+ `release_conn` will only behave as expected if
+ `preload_content=False` because we want to make
+ `preload_content=False` the default behaviour someday soon without
+ breaking backwards compatibility.
+
+ :param method:
+ HTTP request method (such as GET, POST, PUT, etc.)
+
+ :param url:
+ The URL to perform the request on.
+
+ :param body:
+ Data to send in the request body, either :class:`str`, :class:`bytes`,
+ an iterable of :class:`str`/:class:`bytes`, or a file-like object.
+
+ :param headers:
+ Dictionary of custom headers to send, such as User-Agent,
+ If-None-Match, etc. If None, pool headers are used. If provided,
+ these headers completely replace any pool-specific headers.
+
+ :param retries:
+ Configure the number of retries to allow before raising a
+ :class:`~urllib3.exceptions.MaxRetryError` exception.
+
+ Pass ``None`` to retry until you receive a response. Pass a
+ :class:`~urllib3.util.retry.Retry` object for fine-grained control
+ over different types of retries.
+ Pass an integer number to retry connection errors that many times,
+ but no other types of errors. Pass zero to never retry.
+
+ If ``False``, then retries are disabled and any exception is raised
+ immediately. Also, instead of raising a MaxRetryError on redirects,
+ the redirect response will be returned.
+
+ :type retries: :class:`~urllib3.util.retry.Retry`, False, or an int.
+
+ :param redirect:
+ If True, automatically handle redirects (status codes 301, 302,
+ 303, 307, 308). Each redirect counts as a retry. Disabling retries
+ will disable redirect, too.
+
+ :param assert_same_host:
+ If ``True``, will make sure that the host of the pool requests is
+ consistent else will raise HostChangedError. When ``False``, you can
+ use the pool on an HTTP proxy and request foreign hosts.
+
+ :param timeout:
+ If specified, overrides the default timeout for this one
+ request. It may be a float (in seconds) or an instance of
+ :class:`urllib3.util.Timeout`.
+
+ :param pool_timeout:
+ If set and the pool is set to block=True, then this method will
+ block for ``pool_timeout`` seconds and raise EmptyPoolError if no
+ connection is available within the time period.
+
+ :param release_conn:
+ If False, then the urlopen call will not release the connection
+ back into the pool once a response is received (but will release if
+ you read the entire contents of the response such as when
+ `preload_content=True`). This is useful if you're not preloading
+ the response's content immediately. You will need to call
+ ``r.release_conn()`` on the response ``r`` to return the connection
+ back into the pool. If None, it takes the value of
+ ``response_kw.get('preload_content', True)``.
+
+ :param chunked:
+ If True, urllib3 will send the body using chunked transfer
+ encoding. Otherwise, urllib3 will send the body using the standard
+ content-length form. Defaults to False.
+
+ :param int body_pos:
+ Position to seek to in file-like body in the event of a retry or
+ redirect. Typically this won't need to be set because urllib3 will
+ auto-populate the value when needed.
+
+ :param \\**response_kw:
+ Additional parameters are passed to
+ :meth:`urllib3.response.HTTPResponse.from_httplib`
+ """
+
+ parsed_url = parse_url(url)
+ destination_scheme = parsed_url.scheme
+
+ if headers is None:
+ headers = self.headers
+
+ if not isinstance(retries, Retry):
+ retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+ if release_conn is None:
+ release_conn = response_kw.get("preload_content", True)
+
+ # Check host
+ if assert_same_host and not self.is_same_host(url):
+ raise HostChangedError(self, url, retries)
+
+ # Ensure that the URL we're connecting to is properly encoded
+ if url.startswith("/"):
+ url = six.ensure_str(_encode_target(url))
+ else:
+ url = six.ensure_str(parsed_url.url)
+
+ conn = None
+
+ # Track whether `conn` needs to be released before
+ # returning/raising/recursing. Update this variable if necessary, and
+ # leave `release_conn` constant throughout the function. That way, if
+ # the function recurses, the original value of `release_conn` will be
+ # passed down into the recursive call, and its value will be respected.
+ #
+ # See issue #651 [1] for details.
+ #
+ # [1]
+ release_this_conn = release_conn
+
+ http_tunnel_required = connection_requires_http_tunnel(
+ self.proxy, self.proxy_config, destination_scheme
+ )
+
+ # Merge the proxy headers. Only done when not using HTTP CONNECT. We
+ # have to copy the headers dict so we can safely change it without those
+ # changes being reflected in anyone else's copy.
+ if not http_tunnel_required:
+ headers = headers.copy()
+ headers.update(self.proxy_headers)
+
+ # Must keep the exception bound to a separate variable or else Python 3
+ # complains about UnboundLocalError.
+ err = None
+
+ # Keep track of whether we cleanly exited the except block. This
+ # ensures we do proper cleanup in finally.
+ clean_exit = False
+
+ # Rewind body position, if needed. Record current position
+ # for future rewinds in the event of a redirect/retry.
+ body_pos = set_file_position(body, body_pos)
+
+ try:
+ # Request a connection from the queue.
+ timeout_obj = self._get_timeout(timeout)
+ conn = self._get_conn(timeout=pool_timeout)
+
+ conn.timeout = timeout_obj.connect_timeout
+
+ is_new_proxy_conn = self.proxy is not None and not getattr(
+ conn, "sock", None
+ )
+ if is_new_proxy_conn and http_tunnel_required:
+ self._prepare_proxy(conn)
+
+ # Make the request on the httplib connection object.
+ httplib_response = self._make_request(
+ conn,
+ method,
+ url,
+ timeout=timeout_obj,
+ body=body,
+ headers=headers,
+ chunked=chunked,
+ )
+
+ # If we're going to release the connection in ``finally:``, then
+ # the response doesn't need to know about the connection. Otherwise
+ # it will also try to release it and we'll have a double-release
+ # mess.
+ response_conn = conn if not release_conn else None
+
+ # Pass method to Response for length checking
+ response_kw["request_method"] = method
+
+ # Import httplib's response into our own wrapper object
+ response = self.ResponseCls.from_httplib(
+ httplib_response,
+ pool=self,
+ connection=response_conn,
+ retries=retries,
+ **response_kw
+ )
+
+ # Everything went great!
+ clean_exit = True
+
+ except EmptyPoolError:
+ # Didn't get a connection from the pool, no need to clean up
+ clean_exit = True
+ release_this_conn = False
+ raise
+
+ except (
+ TimeoutError,
+ HTTPException,
+ SocketError,
+ ProtocolError,
+ BaseSSLError,
+ SSLError,
+ CertificateError,
+ ) as e:
+ # Discard the connection for these exceptions. It will be
+ # replaced during the next _get_conn() call.
+ clean_exit = False
+
+ def _is_ssl_error_message_from_http_proxy(ssl_error):
+ # We're trying to detect the message 'WRONG_VERSION_NUMBER' but
+ # SSLErrors are kinda all over the place when it comes to the message,
+ # so we try to cover our bases here!
+ message = " ".join(re.split("[^a-z]", str(ssl_error).lower()))
+ return (
+ "wrong version number" in message
+ or "unknown protocol" in message
+ or "record layer failure" in message
+ )
+
+ # Try to detect a common user error with proxies which is to
+ # set an HTTP proxy to be HTTPS when it should be 'http://'
+ # (ie {'http': 'http://proxy', 'https': 'https://proxy'})
+ # Instead we add a nice error message and point to a URL.
+ if (
+ isinstance(e, BaseSSLError)
+ and self.proxy
+ and _is_ssl_error_message_from_http_proxy(e)
+ and conn.proxy
+ and conn.proxy.scheme == "https"
+ ):
+ e = ProxyError(
+ "Your proxy appears to only use HTTP and not HTTPS, "
+ "try changing your proxy URL to be HTTP. See: "
+ "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+ "#https-proxy-error-http-proxy",
+ SSLError(e),
+ )
+ elif isinstance(e, (BaseSSLError, CertificateError)):
+ e = SSLError(e)
+ elif isinstance(e, (SocketError, NewConnectionError)) and self.proxy:
+ e = ProxyError("Cannot connect to proxy.", e)
+ elif isinstance(e, (SocketError, HTTPException)):
+ e = ProtocolError("Connection aborted.", e)
+
+ retries = retries.increment(
+ method, url, error=e, _pool=self, _stacktrace=sys.exc_info()[2]
+ )
+ retries.sleep()
+
+ # Keep track of the error for the retry warning.
+ err = e
+
+ finally:
+ if not clean_exit:
+ # We hit some kind of exception, handled or otherwise. We need
+ # to throw the connection away unless explicitly told not to.
+ # Close the connection, set the variable to None, and make sure
+ # we put the None back in the pool to avoid leaking it.
+ conn = conn and conn.close()
+ release_this_conn = True
+
+ if release_this_conn:
+ # Put the connection back to be reused. If the connection is
+ # expired then it will be None, which will get replaced with a
+ # fresh connection during _get_conn.
+ self._put_conn(conn)
+
+ if not conn:
+ # Try again
+ log.warning(
+ "Retrying (%r) after connection broken by '%r': %s", retries, err, url
+ )
+ return self.urlopen(
+ method,
+ url,
+ body,
+ headers,
+ retries,
+ redirect,
+ assert_same_host,
+ timeout=timeout,
+ pool_timeout=pool_timeout,
+ release_conn=release_conn,
+ chunked=chunked,
+ body_pos=body_pos,
+ **response_kw
+ )
+
+ # Handle redirect?
+ redirect_location = redirect and response.get_redirect_location()
+ if redirect_location:
+ if response.status == 303:
+ # Change the method according to RFC 9110, Section 15.4.4.
+ method = "GET"
+ # And lose the body not to transfer anything sensitive.
+ body = None
+ headers = HTTPHeaderDict(headers)._prepare_for_method_change()
+
+ try:
+ retries = retries.increment(method, url, response=response, _pool=self)
+ except MaxRetryError:
+ if retries.raise_on_redirect:
+ response.drain_conn()
+ raise
+ return response
+
+ response.drain_conn()
+ retries.sleep_for_retry(response)
+ log.debug("Redirecting %s -> %s", url, redirect_location)
+ return self.urlopen(
+ method,
+ redirect_location,
+ body,
+ headers,
+ retries=retries,
+ redirect=redirect,
+ assert_same_host=assert_same_host,
+ timeout=timeout,
+ pool_timeout=pool_timeout,
+ release_conn=release_conn,
+ chunked=chunked,
+ body_pos=body_pos,
+ **response_kw
+ )
+
+ # Check if we should retry the HTTP response.
+ has_retry_after = bool(response.headers.get("Retry-After"))
+ if retries.is_retry(method, response.status, has_retry_after):
+ try:
+ retries = retries.increment(method, url, response=response, _pool=self)
+ except MaxRetryError:
+ if retries.raise_on_status:
+ response.drain_conn()
+ raise
+ return response
+
+ response.drain_conn()
+ retries.sleep(response)
+ log.debug("Retry: %s", url)
+ return self.urlopen(
+ method,
+ url,
+ body,
+ headers,
+ retries=retries,
+ redirect=redirect,
+ assert_same_host=assert_same_host,
+ timeout=timeout,
+ pool_timeout=pool_timeout,
+ release_conn=release_conn,
+ chunked=chunked,
+ body_pos=body_pos,
+ **response_kw
+ )
+
+ return response
+
+
+class HTTPSConnectionPool(HTTPConnectionPool):
+ """
+ Same as :class:`.HTTPConnectionPool`, but HTTPS.
+
+ :class:`.HTTPSConnection` uses one of ``assert_fingerprint``,
+ ``assert_hostname`` and ``host`` in this order to verify connections.
+ If ``assert_hostname`` is False, no verification is done.
+
+ The ``key_file``, ``cert_file``, ``cert_reqs``, ``ca_certs``,
+ ``ca_cert_dir``, ``ssl_version``, ``key_password`` are only used if :mod:`ssl`
+ is available and are fed into :meth:`urllib3.util.ssl_wrap_socket` to upgrade
+ the connection socket into an SSL socket.
+ """
+
+ scheme = "https"
+ ConnectionCls = HTTPSConnection
+
+ def __init__(
+ self,
+ host,
+ port=None,
+ strict=False,
+ timeout=Timeout.DEFAULT_TIMEOUT,
+ maxsize=1,
+ block=False,
+ headers=None,
+ retries=None,
+ _proxy=None,
+ _proxy_headers=None,
+ key_file=None,
+ cert_file=None,
+ cert_reqs=None,
+ key_password=None,
+ ca_certs=None,
+ ssl_version=None,
+ assert_hostname=None,
+ assert_fingerprint=None,
+ ca_cert_dir=None,
+ **conn_kw
+ ):
+
+ HTTPConnectionPool.__init__(
+ self,
+ host,
+ port,
+ strict,
+ timeout,
+ maxsize,
+ block,
+ headers,
+ retries,
+ _proxy,
+ _proxy_headers,
+ **conn_kw
+ )
+
+ self.key_file = key_file
+ self.cert_file = cert_file
+ self.cert_reqs = cert_reqs
+ self.key_password = key_password
+ self.ca_certs = ca_certs
+ self.ca_cert_dir = ca_cert_dir
+ self.ssl_version = ssl_version
+ self.assert_hostname = assert_hostname
+ self.assert_fingerprint = assert_fingerprint
+
+ def _prepare_conn(self, conn):
+ """
+ Prepare the ``connection`` for :meth:`urllib3.util.ssl_wrap_socket`
+ and establish the tunnel if proxy is used.
+ """
+
+ if isinstance(conn, VerifiedHTTPSConnection):
+ conn.set_cert(
+ key_file=self.key_file,
+ key_password=self.key_password,
+ cert_file=self.cert_file,
+ cert_reqs=self.cert_reqs,
+ ca_certs=self.ca_certs,
+ ca_cert_dir=self.ca_cert_dir,
+ assert_hostname=self.assert_hostname,
+ assert_fingerprint=self.assert_fingerprint,
+ )
+ conn.ssl_version = self.ssl_version
+ return conn
+
+ def _prepare_proxy(self, conn):
+ """
+ Establishes a tunnel connection through HTTP CONNECT.
+
+ Tunnel connection is established early because otherwise httplib would
+ improperly set Host: header to proxy's IP:port.
+ """
+
+ conn.set_tunnel(self._proxy_host, self.port, self.proxy_headers)
+
+ if self.proxy.scheme == "https":
+ conn.tls_in_tls_required = True
+
+ conn.connect()
+
+ def _new_conn(self):
+ """
+ Return a fresh :class:`http.client.HTTPSConnection`.
+ """
+ self.num_connections += 1
+ log.debug(
+ "Starting new HTTPS connection (%d): %s:%s",
+ self.num_connections,
+ self.host,
+ self.port or "443",
+ )
+
+ if not self.ConnectionCls or self.ConnectionCls is DummyConnection:
+ raise SSLError(
+ "Can't connect to HTTPS URL because the SSL module is not available."
+ )
+
+ actual_host = self.host
+ actual_port = self.port
+ if self.proxy is not None:
+ actual_host = self.proxy.host
+ actual_port = self.proxy.port
+
+ conn = self.ConnectionCls(
+ host=actual_host,
+ port=actual_port,
+ timeout=self.timeout.connect_timeout,
+ strict=self.strict,
+ cert_file=self.cert_file,
+ key_file=self.key_file,
+ key_password=self.key_password,
+ **self.conn_kw
+ )
+
+ return self._prepare_conn(conn)
+
+ def _validate_conn(self, conn):
+ """
+ Called right before a request is made, after the socket is created.
+ """
+ super(HTTPSConnectionPool, self)._validate_conn(conn)
+
+ # Force connect early to allow us to validate the connection.
+ if not getattr(conn, "sock", None): # AppEngine might not have `.sock`
+ conn.connect()
+
+ if not conn.is_verified:
+ warnings.warn(
+ (
+ "Unverified HTTPS request is being made to host '%s'. "
+ "Adding certificate verification is strongly advised. See: "
+ "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+ "#ssl-warnings" % conn.host
+ ),
+ InsecureRequestWarning,
+ )
+
+ if getattr(conn, "proxy_is_verified", None) is False:
+ warnings.warn(
+ (
+ "Unverified HTTPS connection done to an HTTPS proxy. "
+ "Adding certificate verification is strongly advised. See: "
+ "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+ "#ssl-warnings"
+ ),
+ InsecureRequestWarning,
+ )
+
+
+def connection_from_url(url, **kw):
+ """
+ Given a url, return an :class:`.ConnectionPool` instance of its host.
+
+ This is a shortcut for not having to parse out the scheme, host, and port
+ of the url before creating an :class:`.ConnectionPool` instance.
+
+ :param url:
+ Absolute URL string that must include the scheme. Port is optional.
+
+ :param \\**kw:
+ Passes additional parameters to the constructor of the appropriate
+ :class:`.ConnectionPool`. Useful for specifying things like
+ timeout, maxsize, headers, etc.
+
+ Example::
+
+ >>> conn = connection_from_url('http://google.com/')
+ >>> r = conn.request('GET', '/')
+ """
+ scheme, host, port = get_host(url)
+ port = port or port_by_scheme.get(scheme, 80)
+ if scheme == "https":
+ return HTTPSConnectionPool(host, port=port, **kw)
+ else:
+ return HTTPConnectionPool(host, port=port, **kw)
+
+
+def _normalize_host(host, scheme):
+ """
+ Normalize hosts for comparisons and use with sockets.
+ """
+
+ host = normalize_host(host, scheme)
+
+ # httplib doesn't like it when we include brackets in IPv6 addresses
+ # Specifically, if we include brackets but also pass the port then
+ # httplib crazily doubles up the square brackets on the Host header.
+ # Instead, we need to make sure we never pass ``None`` as the port.
+ # However, for backward compatibility reasons we can't actually
+ # *assert* that. See http://bugs.python.org/issue28539
+ if host.startswith("[") and host.endswith("]"):
+ host = host[1:-1]
+ return host
+
+
+def _close_pool_connections(pool):
+ """Drains a queue of connections and closes each one."""
+ try:
+ while True:
+ conn = pool.get(block=False)
+ if conn:
+ conn.close()
+ except queue.Empty:
+ pass # Done.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_appengine_environ.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_appengine_environ.py
new file mode 100644
index 0000000000000000000000000000000000000000..8765b907d70c4a530bc90dc88f24b3df73473b01
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_appengine_environ.py
@@ -0,0 +1,36 @@
+"""
+This module provides means to detect the App Engine environment.
+"""
+
+import os
+
+
+def is_appengine():
+ return is_local_appengine() or is_prod_appengine()
+
+
+def is_appengine_sandbox():
+ """Reports if the app is running in the first generation sandbox.
+
+ The second generation runtimes are technically still in a sandbox, but it
+ is much less restrictive, so generally you shouldn't need to check for it.
+ see https://cloud.google.com/appengine/docs/standard/runtimes
+ """
+ return is_appengine() and os.environ["APPENGINE_RUNTIME"] == "python27"
+
+
+def is_local_appengine():
+ return "APPENGINE_RUNTIME" in os.environ and os.environ.get(
+ "SERVER_SOFTWARE", ""
+ ).startswith("Development/")
+
+
+def is_prod_appengine():
+ return "APPENGINE_RUNTIME" in os.environ and os.environ.get(
+ "SERVER_SOFTWARE", ""
+ ).startswith("Google App Engine/")
+
+
+def is_prod_appengine_mvms():
+ """Deprecated."""
+ return False
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/bindings.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/bindings.py
new file mode 100644
index 0000000000000000000000000000000000000000..264d564dbda676b52f446c0d25433a15939a78a3
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/bindings.py
@@ -0,0 +1,519 @@
+"""
+This module uses ctypes to bind a whole bunch of functions and constants from
+SecureTransport. The goal here is to provide the low-level API to
+SecureTransport. These are essentially the C-level functions and constants, and
+they're pretty gross to work with.
+
+This code is a bastardised version of the code found in Will Bond's oscrypto
+library. An enormous debt is owed to him for blazing this trail for us. For
+that reason, this code should be considered to be covered both by urllib3's
+license and by oscrypto's:
+
+ Copyright (c) 2015-2016 Will Bond
+
+ 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.
+"""
+from __future__ import absolute_import
+
+import platform
+from ctypes import (
+ CDLL,
+ CFUNCTYPE,
+ POINTER,
+ c_bool,
+ c_byte,
+ c_char_p,
+ c_int32,
+ c_long,
+ c_size_t,
+ c_uint32,
+ c_ulong,
+ c_void_p,
+)
+from ctypes.util import find_library
+
+from ...packages.six import raise_from
+
+if platform.system() != "Darwin":
+ raise ImportError("Only macOS is supported")
+
+version = platform.mac_ver()[0]
+version_info = tuple(map(int, version.split(".")))
+if version_info < (10, 8):
+ raise OSError(
+ "Only OS X 10.8 and newer are supported, not %s.%s"
+ % (version_info[0], version_info[1])
+ )
+
+
+def load_cdll(name, macos10_16_path):
+ """Loads a CDLL by name, falling back to known path on 10.16+"""
+ try:
+ # Big Sur is technically 11 but we use 10.16 due to the Big Sur
+ # beta being labeled as 10.16.
+ if version_info >= (10, 16):
+ path = macos10_16_path
+ else:
+ path = find_library(name)
+ if not path:
+ raise OSError # Caught and reraised as 'ImportError'
+ return CDLL(path, use_errno=True)
+ except OSError:
+ raise_from(ImportError("The library %s failed to load" % name), None)
+
+
+Security = load_cdll(
+ "Security", "/System/Library/Frameworks/Security.framework/Security"
+)
+CoreFoundation = load_cdll(
+ "CoreFoundation",
+ "/System/Library/Frameworks/CoreFoundation.framework/CoreFoundation",
+)
+
+
+Boolean = c_bool
+CFIndex = c_long
+CFStringEncoding = c_uint32
+CFData = c_void_p
+CFString = c_void_p
+CFArray = c_void_p
+CFMutableArray = c_void_p
+CFDictionary = c_void_p
+CFError = c_void_p
+CFType = c_void_p
+CFTypeID = c_ulong
+
+CFTypeRef = POINTER(CFType)
+CFAllocatorRef = c_void_p
+
+OSStatus = c_int32
+
+CFDataRef = POINTER(CFData)
+CFStringRef = POINTER(CFString)
+CFArrayRef = POINTER(CFArray)
+CFMutableArrayRef = POINTER(CFMutableArray)
+CFDictionaryRef = POINTER(CFDictionary)
+CFArrayCallBacks = c_void_p
+CFDictionaryKeyCallBacks = c_void_p
+CFDictionaryValueCallBacks = c_void_p
+
+SecCertificateRef = POINTER(c_void_p)
+SecExternalFormat = c_uint32
+SecExternalItemType = c_uint32
+SecIdentityRef = POINTER(c_void_p)
+SecItemImportExportFlags = c_uint32
+SecItemImportExportKeyParameters = c_void_p
+SecKeychainRef = POINTER(c_void_p)
+SSLProtocol = c_uint32
+SSLCipherSuite = c_uint32
+SSLContextRef = POINTER(c_void_p)
+SecTrustRef = POINTER(c_void_p)
+SSLConnectionRef = c_uint32
+SecTrustResultType = c_uint32
+SecTrustOptionFlags = c_uint32
+SSLProtocolSide = c_uint32
+SSLConnectionType = c_uint32
+SSLSessionOption = c_uint32
+
+
+try:
+ Security.SecItemImport.argtypes = [
+ CFDataRef,
+ CFStringRef,
+ POINTER(SecExternalFormat),
+ POINTER(SecExternalItemType),
+ SecItemImportExportFlags,
+ POINTER(SecItemImportExportKeyParameters),
+ SecKeychainRef,
+ POINTER(CFArrayRef),
+ ]
+ Security.SecItemImport.restype = OSStatus
+
+ Security.SecCertificateGetTypeID.argtypes = []
+ Security.SecCertificateGetTypeID.restype = CFTypeID
+
+ Security.SecIdentityGetTypeID.argtypes = []
+ Security.SecIdentityGetTypeID.restype = CFTypeID
+
+ Security.SecKeyGetTypeID.argtypes = []
+ Security.SecKeyGetTypeID.restype = CFTypeID
+
+ Security.SecCertificateCreateWithData.argtypes = [CFAllocatorRef, CFDataRef]
+ Security.SecCertificateCreateWithData.restype = SecCertificateRef
+
+ Security.SecCertificateCopyData.argtypes = [SecCertificateRef]
+ Security.SecCertificateCopyData.restype = CFDataRef
+
+ Security.SecCopyErrorMessageString.argtypes = [OSStatus, c_void_p]
+ Security.SecCopyErrorMessageString.restype = CFStringRef
+
+ Security.SecIdentityCreateWithCertificate.argtypes = [
+ CFTypeRef,
+ SecCertificateRef,
+ POINTER(SecIdentityRef),
+ ]
+ Security.SecIdentityCreateWithCertificate.restype = OSStatus
+
+ Security.SecKeychainCreate.argtypes = [
+ c_char_p,
+ c_uint32,
+ c_void_p,
+ Boolean,
+ c_void_p,
+ POINTER(SecKeychainRef),
+ ]
+ Security.SecKeychainCreate.restype = OSStatus
+
+ Security.SecKeychainDelete.argtypes = [SecKeychainRef]
+ Security.SecKeychainDelete.restype = OSStatus
+
+ Security.SecPKCS12Import.argtypes = [
+ CFDataRef,
+ CFDictionaryRef,
+ POINTER(CFArrayRef),
+ ]
+ Security.SecPKCS12Import.restype = OSStatus
+
+ SSLReadFunc = CFUNCTYPE(OSStatus, SSLConnectionRef, c_void_p, POINTER(c_size_t))
+ SSLWriteFunc = CFUNCTYPE(
+ OSStatus, SSLConnectionRef, POINTER(c_byte), POINTER(c_size_t)
+ )
+
+ Security.SSLSetIOFuncs.argtypes = [SSLContextRef, SSLReadFunc, SSLWriteFunc]
+ Security.SSLSetIOFuncs.restype = OSStatus
+
+ Security.SSLSetPeerID.argtypes = [SSLContextRef, c_char_p, c_size_t]
+ Security.SSLSetPeerID.restype = OSStatus
+
+ Security.SSLSetCertificate.argtypes = [SSLContextRef, CFArrayRef]
+ Security.SSLSetCertificate.restype = OSStatus
+
+ Security.SSLSetCertificateAuthorities.argtypes = [SSLContextRef, CFTypeRef, Boolean]
+ Security.SSLSetCertificateAuthorities.restype = OSStatus
+
+ Security.SSLSetConnection.argtypes = [SSLContextRef, SSLConnectionRef]
+ Security.SSLSetConnection.restype = OSStatus
+
+ Security.SSLSetPeerDomainName.argtypes = [SSLContextRef, c_char_p, c_size_t]
+ Security.SSLSetPeerDomainName.restype = OSStatus
+
+ Security.SSLHandshake.argtypes = [SSLContextRef]
+ Security.SSLHandshake.restype = OSStatus
+
+ Security.SSLRead.argtypes = [SSLContextRef, c_char_p, c_size_t, POINTER(c_size_t)]
+ Security.SSLRead.restype = OSStatus
+
+ Security.SSLWrite.argtypes = [SSLContextRef, c_char_p, c_size_t, POINTER(c_size_t)]
+ Security.SSLWrite.restype = OSStatus
+
+ Security.SSLClose.argtypes = [SSLContextRef]
+ Security.SSLClose.restype = OSStatus
+
+ Security.SSLGetNumberSupportedCiphers.argtypes = [SSLContextRef, POINTER(c_size_t)]
+ Security.SSLGetNumberSupportedCiphers.restype = OSStatus
+
+ Security.SSLGetSupportedCiphers.argtypes = [
+ SSLContextRef,
+ POINTER(SSLCipherSuite),
+ POINTER(c_size_t),
+ ]
+ Security.SSLGetSupportedCiphers.restype = OSStatus
+
+ Security.SSLSetEnabledCiphers.argtypes = [
+ SSLContextRef,
+ POINTER(SSLCipherSuite),
+ c_size_t,
+ ]
+ Security.SSLSetEnabledCiphers.restype = OSStatus
+
+ Security.SSLGetNumberEnabledCiphers.argtype = [SSLContextRef, POINTER(c_size_t)]
+ Security.SSLGetNumberEnabledCiphers.restype = OSStatus
+
+ Security.SSLGetEnabledCiphers.argtypes = [
+ SSLContextRef,
+ POINTER(SSLCipherSuite),
+ POINTER(c_size_t),
+ ]
+ Security.SSLGetEnabledCiphers.restype = OSStatus
+
+ Security.SSLGetNegotiatedCipher.argtypes = [SSLContextRef, POINTER(SSLCipherSuite)]
+ Security.SSLGetNegotiatedCipher.restype = OSStatus
+
+ Security.SSLGetNegotiatedProtocolVersion.argtypes = [
+ SSLContextRef,
+ POINTER(SSLProtocol),
+ ]
+ Security.SSLGetNegotiatedProtocolVersion.restype = OSStatus
+
+ Security.SSLCopyPeerTrust.argtypes = [SSLContextRef, POINTER(SecTrustRef)]
+ Security.SSLCopyPeerTrust.restype = OSStatus
+
+ Security.SecTrustSetAnchorCertificates.argtypes = [SecTrustRef, CFArrayRef]
+ Security.SecTrustSetAnchorCertificates.restype = OSStatus
+
+ Security.SecTrustSetAnchorCertificatesOnly.argstypes = [SecTrustRef, Boolean]
+ Security.SecTrustSetAnchorCertificatesOnly.restype = OSStatus
+
+ Security.SecTrustEvaluate.argtypes = [SecTrustRef, POINTER(SecTrustResultType)]
+ Security.SecTrustEvaluate.restype = OSStatus
+
+ Security.SecTrustGetCertificateCount.argtypes = [SecTrustRef]
+ Security.SecTrustGetCertificateCount.restype = CFIndex
+
+ Security.SecTrustGetCertificateAtIndex.argtypes = [SecTrustRef, CFIndex]
+ Security.SecTrustGetCertificateAtIndex.restype = SecCertificateRef
+
+ Security.SSLCreateContext.argtypes = [
+ CFAllocatorRef,
+ SSLProtocolSide,
+ SSLConnectionType,
+ ]
+ Security.SSLCreateContext.restype = SSLContextRef
+
+ Security.SSLSetSessionOption.argtypes = [SSLContextRef, SSLSessionOption, Boolean]
+ Security.SSLSetSessionOption.restype = OSStatus
+
+ Security.SSLSetProtocolVersionMin.argtypes = [SSLContextRef, SSLProtocol]
+ Security.SSLSetProtocolVersionMin.restype = OSStatus
+
+ Security.SSLSetProtocolVersionMax.argtypes = [SSLContextRef, SSLProtocol]
+ Security.SSLSetProtocolVersionMax.restype = OSStatus
+
+ try:
+ Security.SSLSetALPNProtocols.argtypes = [SSLContextRef, CFArrayRef]
+ Security.SSLSetALPNProtocols.restype = OSStatus
+ except AttributeError:
+ # Supported only in 10.12+
+ pass
+
+ Security.SecCopyErrorMessageString.argtypes = [OSStatus, c_void_p]
+ Security.SecCopyErrorMessageString.restype = CFStringRef
+
+ Security.SSLReadFunc = SSLReadFunc
+ Security.SSLWriteFunc = SSLWriteFunc
+ Security.SSLContextRef = SSLContextRef
+ Security.SSLProtocol = SSLProtocol
+ Security.SSLCipherSuite = SSLCipherSuite
+ Security.SecIdentityRef = SecIdentityRef
+ Security.SecKeychainRef = SecKeychainRef
+ Security.SecTrustRef = SecTrustRef
+ Security.SecTrustResultType = SecTrustResultType
+ Security.SecExternalFormat = SecExternalFormat
+ Security.OSStatus = OSStatus
+
+ Security.kSecImportExportPassphrase = CFStringRef.in_dll(
+ Security, "kSecImportExportPassphrase"
+ )
+ Security.kSecImportItemIdentity = CFStringRef.in_dll(
+ Security, "kSecImportItemIdentity"
+ )
+
+ # CoreFoundation time!
+ CoreFoundation.CFRetain.argtypes = [CFTypeRef]
+ CoreFoundation.CFRetain.restype = CFTypeRef
+
+ CoreFoundation.CFRelease.argtypes = [CFTypeRef]
+ CoreFoundation.CFRelease.restype = None
+
+ CoreFoundation.CFGetTypeID.argtypes = [CFTypeRef]
+ CoreFoundation.CFGetTypeID.restype = CFTypeID
+
+ CoreFoundation.CFStringCreateWithCString.argtypes = [
+ CFAllocatorRef,
+ c_char_p,
+ CFStringEncoding,
+ ]
+ CoreFoundation.CFStringCreateWithCString.restype = CFStringRef
+
+ CoreFoundation.CFStringGetCStringPtr.argtypes = [CFStringRef, CFStringEncoding]
+ CoreFoundation.CFStringGetCStringPtr.restype = c_char_p
+
+ CoreFoundation.CFStringGetCString.argtypes = [
+ CFStringRef,
+ c_char_p,
+ CFIndex,
+ CFStringEncoding,
+ ]
+ CoreFoundation.CFStringGetCString.restype = c_bool
+
+ CoreFoundation.CFDataCreate.argtypes = [CFAllocatorRef, c_char_p, CFIndex]
+ CoreFoundation.CFDataCreate.restype = CFDataRef
+
+ CoreFoundation.CFDataGetLength.argtypes = [CFDataRef]
+ CoreFoundation.CFDataGetLength.restype = CFIndex
+
+ CoreFoundation.CFDataGetBytePtr.argtypes = [CFDataRef]
+ CoreFoundation.CFDataGetBytePtr.restype = c_void_p
+
+ CoreFoundation.CFDictionaryCreate.argtypes = [
+ CFAllocatorRef,
+ POINTER(CFTypeRef),
+ POINTER(CFTypeRef),
+ CFIndex,
+ CFDictionaryKeyCallBacks,
+ CFDictionaryValueCallBacks,
+ ]
+ CoreFoundation.CFDictionaryCreate.restype = CFDictionaryRef
+
+ CoreFoundation.CFDictionaryGetValue.argtypes = [CFDictionaryRef, CFTypeRef]
+ CoreFoundation.CFDictionaryGetValue.restype = CFTypeRef
+
+ CoreFoundation.CFArrayCreate.argtypes = [
+ CFAllocatorRef,
+ POINTER(CFTypeRef),
+ CFIndex,
+ CFArrayCallBacks,
+ ]
+ CoreFoundation.CFArrayCreate.restype = CFArrayRef
+
+ CoreFoundation.CFArrayCreateMutable.argtypes = [
+ CFAllocatorRef,
+ CFIndex,
+ CFArrayCallBacks,
+ ]
+ CoreFoundation.CFArrayCreateMutable.restype = CFMutableArrayRef
+
+ CoreFoundation.CFArrayAppendValue.argtypes = [CFMutableArrayRef, c_void_p]
+ CoreFoundation.CFArrayAppendValue.restype = None
+
+ CoreFoundation.CFArrayGetCount.argtypes = [CFArrayRef]
+ CoreFoundation.CFArrayGetCount.restype = CFIndex
+
+ CoreFoundation.CFArrayGetValueAtIndex.argtypes = [CFArrayRef, CFIndex]
+ CoreFoundation.CFArrayGetValueAtIndex.restype = c_void_p
+
+ CoreFoundation.kCFAllocatorDefault = CFAllocatorRef.in_dll(
+ CoreFoundation, "kCFAllocatorDefault"
+ )
+ CoreFoundation.kCFTypeArrayCallBacks = c_void_p.in_dll(
+ CoreFoundation, "kCFTypeArrayCallBacks"
+ )
+ CoreFoundation.kCFTypeDictionaryKeyCallBacks = c_void_p.in_dll(
+ CoreFoundation, "kCFTypeDictionaryKeyCallBacks"
+ )
+ CoreFoundation.kCFTypeDictionaryValueCallBacks = c_void_p.in_dll(
+ CoreFoundation, "kCFTypeDictionaryValueCallBacks"
+ )
+
+ CoreFoundation.CFTypeRef = CFTypeRef
+ CoreFoundation.CFArrayRef = CFArrayRef
+ CoreFoundation.CFStringRef = CFStringRef
+ CoreFoundation.CFDictionaryRef = CFDictionaryRef
+
+except (AttributeError):
+ raise ImportError("Error initializing ctypes")
+
+
+class CFConst(object):
+ """
+ A class object that acts as essentially a namespace for CoreFoundation
+ constants.
+ """
+
+ kCFStringEncodingUTF8 = CFStringEncoding(0x08000100)
+
+
+class SecurityConst(object):
+ """
+ A class object that acts as essentially a namespace for Security constants.
+ """
+
+ kSSLSessionOptionBreakOnServerAuth = 0
+
+ kSSLProtocol2 = 1
+ kSSLProtocol3 = 2
+ kTLSProtocol1 = 4
+ kTLSProtocol11 = 7
+ kTLSProtocol12 = 8
+ # SecureTransport does not support TLS 1.3 even if there's a constant for it
+ kTLSProtocol13 = 10
+ kTLSProtocolMaxSupported = 999
+
+ kSSLClientSide = 1
+ kSSLStreamType = 0
+
+ kSecFormatPEMSequence = 10
+
+ kSecTrustResultInvalid = 0
+ kSecTrustResultProceed = 1
+ # This gap is present on purpose: this was kSecTrustResultConfirm, which
+ # is deprecated.
+ kSecTrustResultDeny = 3
+ kSecTrustResultUnspecified = 4
+ kSecTrustResultRecoverableTrustFailure = 5
+ kSecTrustResultFatalTrustFailure = 6
+ kSecTrustResultOtherError = 7
+
+ errSSLProtocol = -9800
+ errSSLWouldBlock = -9803
+ errSSLClosedGraceful = -9805
+ errSSLClosedNoNotify = -9816
+ errSSLClosedAbort = -9806
+
+ errSSLXCertChainInvalid = -9807
+ errSSLCrypto = -9809
+ errSSLInternal = -9810
+ errSSLCertExpired = -9814
+ errSSLCertNotYetValid = -9815
+ errSSLUnknownRootCert = -9812
+ errSSLNoRootCert = -9813
+ errSSLHostNameMismatch = -9843
+ errSSLPeerHandshakeFail = -9824
+ errSSLPeerUserCancelled = -9839
+ errSSLWeakPeerEphemeralDHKey = -9850
+ errSSLServerAuthCompleted = -9841
+ errSSLRecordOverflow = -9847
+
+ errSecVerifyFailed = -67808
+ errSecNoTrustSettings = -25263
+ errSecItemNotFound = -25300
+ errSecInvalidTrustSettings = -25262
+
+ # Cipher suites. We only pick the ones our default cipher string allows.
+ # Source: https://developer.apple.com/documentation/security/1550981-ssl_cipher_suite_values
+ TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384 = 0xC02C
+ TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384 = 0xC030
+ TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256 = 0xC02B
+ TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256 = 0xC02F
+ TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256 = 0xCCA9
+ TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256 = 0xCCA8
+ TLS_DHE_RSA_WITH_AES_256_GCM_SHA384 = 0x009F
+ TLS_DHE_RSA_WITH_AES_128_GCM_SHA256 = 0x009E
+ TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA384 = 0xC024
+ TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA384 = 0xC028
+ TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA = 0xC00A
+ TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA = 0xC014
+ TLS_DHE_RSA_WITH_AES_256_CBC_SHA256 = 0x006B
+ TLS_DHE_RSA_WITH_AES_256_CBC_SHA = 0x0039
+ TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA256 = 0xC023
+ TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256 = 0xC027
+ TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA = 0xC009
+ TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA = 0xC013
+ TLS_DHE_RSA_WITH_AES_128_CBC_SHA256 = 0x0067
+ TLS_DHE_RSA_WITH_AES_128_CBC_SHA = 0x0033
+ TLS_RSA_WITH_AES_256_GCM_SHA384 = 0x009D
+ TLS_RSA_WITH_AES_128_GCM_SHA256 = 0x009C
+ TLS_RSA_WITH_AES_256_CBC_SHA256 = 0x003D
+ TLS_RSA_WITH_AES_128_CBC_SHA256 = 0x003C
+ TLS_RSA_WITH_AES_256_CBC_SHA = 0x0035
+ TLS_RSA_WITH_AES_128_CBC_SHA = 0x002F
+ TLS_AES_128_GCM_SHA256 = 0x1301
+ TLS_AES_256_GCM_SHA384 = 0x1302
+ TLS_AES_128_CCM_8_SHA256 = 0x1305
+ TLS_AES_128_CCM_SHA256 = 0x1304
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/low_level.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/low_level.py
new file mode 100644
index 0000000000000000000000000000000000000000..fa0b245d279e96724d5610f93bc3b3c8c22ca032
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/_securetransport/low_level.py
@@ -0,0 +1,397 @@
+"""
+Low-level helpers for the SecureTransport bindings.
+
+These are Python functions that are not directly related to the high-level APIs
+but are necessary to get them to work. They include a whole bunch of low-level
+CoreFoundation messing about and memory management. The concerns in this module
+are almost entirely about trying to avoid memory leaks and providing
+appropriate and useful assistance to the higher-level code.
+"""
+import base64
+import ctypes
+import itertools
+import os
+import re
+import ssl
+import struct
+import tempfile
+
+from .bindings import CFConst, CoreFoundation, Security
+
+# This regular expression is used to grab PEM data out of a PEM bundle.
+_PEM_CERTS_RE = re.compile(
+ b"-----BEGIN CERTIFICATE-----\n(.*?)\n-----END CERTIFICATE-----", re.DOTALL
+)
+
+
+def _cf_data_from_bytes(bytestring):
+ """
+ Given a bytestring, create a CFData object from it. This CFData object must
+ be CFReleased by the caller.
+ """
+ return CoreFoundation.CFDataCreate(
+ CoreFoundation.kCFAllocatorDefault, bytestring, len(bytestring)
+ )
+
+
+def _cf_dictionary_from_tuples(tuples):
+ """
+ Given a list of Python tuples, create an associated CFDictionary.
+ """
+ dictionary_size = len(tuples)
+
+ # We need to get the dictionary keys and values out in the same order.
+ keys = (t[0] for t in tuples)
+ values = (t[1] for t in tuples)
+ cf_keys = (CoreFoundation.CFTypeRef * dictionary_size)(*keys)
+ cf_values = (CoreFoundation.CFTypeRef * dictionary_size)(*values)
+
+ return CoreFoundation.CFDictionaryCreate(
+ CoreFoundation.kCFAllocatorDefault,
+ cf_keys,
+ cf_values,
+ dictionary_size,
+ CoreFoundation.kCFTypeDictionaryKeyCallBacks,
+ CoreFoundation.kCFTypeDictionaryValueCallBacks,
+ )
+
+
+def _cfstr(py_bstr):
+ """
+ Given a Python binary data, create a CFString.
+ The string must be CFReleased by the caller.
+ """
+ c_str = ctypes.c_char_p(py_bstr)
+ cf_str = CoreFoundation.CFStringCreateWithCString(
+ CoreFoundation.kCFAllocatorDefault,
+ c_str,
+ CFConst.kCFStringEncodingUTF8,
+ )
+ return cf_str
+
+
+def _create_cfstring_array(lst):
+ """
+ Given a list of Python binary data, create an associated CFMutableArray.
+ The array must be CFReleased by the caller.
+
+ Raises an ssl.SSLError on failure.
+ """
+ cf_arr = None
+ try:
+ cf_arr = CoreFoundation.CFArrayCreateMutable(
+ CoreFoundation.kCFAllocatorDefault,
+ 0,
+ ctypes.byref(CoreFoundation.kCFTypeArrayCallBacks),
+ )
+ if not cf_arr:
+ raise MemoryError("Unable to allocate memory!")
+ for item in lst:
+ cf_str = _cfstr(item)
+ if not cf_str:
+ raise MemoryError("Unable to allocate memory!")
+ try:
+ CoreFoundation.CFArrayAppendValue(cf_arr, cf_str)
+ finally:
+ CoreFoundation.CFRelease(cf_str)
+ except BaseException as e:
+ if cf_arr:
+ CoreFoundation.CFRelease(cf_arr)
+ raise ssl.SSLError("Unable to allocate array: %s" % (e,))
+ return cf_arr
+
+
+def _cf_string_to_unicode(value):
+ """
+ Creates a Unicode string from a CFString object. Used entirely for error
+ reporting.
+
+ Yes, it annoys me quite a lot that this function is this complex.
+ """
+ value_as_void_p = ctypes.cast(value, ctypes.POINTER(ctypes.c_void_p))
+
+ string = CoreFoundation.CFStringGetCStringPtr(
+ value_as_void_p, CFConst.kCFStringEncodingUTF8
+ )
+ if string is None:
+ buffer = ctypes.create_string_buffer(1024)
+ result = CoreFoundation.CFStringGetCString(
+ value_as_void_p, buffer, 1024, CFConst.kCFStringEncodingUTF8
+ )
+ if not result:
+ raise OSError("Error copying C string from CFStringRef")
+ string = buffer.value
+ if string is not None:
+ string = string.decode("utf-8")
+ return string
+
+
+def _assert_no_error(error, exception_class=None):
+ """
+ Checks the return code and throws an exception if there is an error to
+ report
+ """
+ if error == 0:
+ return
+
+ cf_error_string = Security.SecCopyErrorMessageString(error, None)
+ output = _cf_string_to_unicode(cf_error_string)
+ CoreFoundation.CFRelease(cf_error_string)
+
+ if output is None or output == u"":
+ output = u"OSStatus %s" % error
+
+ if exception_class is None:
+ exception_class = ssl.SSLError
+
+ raise exception_class(output)
+
+
+def _cert_array_from_pem(pem_bundle):
+ """
+ Given a bundle of certs in PEM format, turns them into a CFArray of certs
+ that can be used to validate a cert chain.
+ """
+ # Normalize the PEM bundle's line endings.
+ pem_bundle = pem_bundle.replace(b"\r\n", b"\n")
+
+ der_certs = [
+ base64.b64decode(match.group(1)) for match in _PEM_CERTS_RE.finditer(pem_bundle)
+ ]
+ if not der_certs:
+ raise ssl.SSLError("No root certificates specified")
+
+ cert_array = CoreFoundation.CFArrayCreateMutable(
+ CoreFoundation.kCFAllocatorDefault,
+ 0,
+ ctypes.byref(CoreFoundation.kCFTypeArrayCallBacks),
+ )
+ if not cert_array:
+ raise ssl.SSLError("Unable to allocate memory!")
+
+ try:
+ for der_bytes in der_certs:
+ certdata = _cf_data_from_bytes(der_bytes)
+ if not certdata:
+ raise ssl.SSLError("Unable to allocate memory!")
+ cert = Security.SecCertificateCreateWithData(
+ CoreFoundation.kCFAllocatorDefault, certdata
+ )
+ CoreFoundation.CFRelease(certdata)
+ if not cert:
+ raise ssl.SSLError("Unable to build cert object!")
+
+ CoreFoundation.CFArrayAppendValue(cert_array, cert)
+ CoreFoundation.CFRelease(cert)
+ except Exception:
+ # We need to free the array before the exception bubbles further.
+ # We only want to do that if an error occurs: otherwise, the caller
+ # should free.
+ CoreFoundation.CFRelease(cert_array)
+ raise
+
+ return cert_array
+
+
+def _is_cert(item):
+ """
+ Returns True if a given CFTypeRef is a certificate.
+ """
+ expected = Security.SecCertificateGetTypeID()
+ return CoreFoundation.CFGetTypeID(item) == expected
+
+
+def _is_identity(item):
+ """
+ Returns True if a given CFTypeRef is an identity.
+ """
+ expected = Security.SecIdentityGetTypeID()
+ return CoreFoundation.CFGetTypeID(item) == expected
+
+
+def _temporary_keychain():
+ """
+ This function creates a temporary Mac keychain that we can use to work with
+ credentials. This keychain uses a one-time password and a temporary file to
+ store the data. We expect to have one keychain per socket. The returned
+ SecKeychainRef must be freed by the caller, including calling
+ SecKeychainDelete.
+
+ Returns a tuple of the SecKeychainRef and the path to the temporary
+ directory that contains it.
+ """
+ # Unfortunately, SecKeychainCreate requires a path to a keychain. This
+ # means we cannot use mkstemp to use a generic temporary file. Instead,
+ # we're going to create a temporary directory and a filename to use there.
+ # This filename will be 8 random bytes expanded into base64. We also need
+ # some random bytes to password-protect the keychain we're creating, so we
+ # ask for 40 random bytes.
+ random_bytes = os.urandom(40)
+ filename = base64.b16encode(random_bytes[:8]).decode("utf-8")
+ password = base64.b16encode(random_bytes[8:]) # Must be valid UTF-8
+ tempdirectory = tempfile.mkdtemp()
+
+ keychain_path = os.path.join(tempdirectory, filename).encode("utf-8")
+
+ # We now want to create the keychain itself.
+ keychain = Security.SecKeychainRef()
+ status = Security.SecKeychainCreate(
+ keychain_path, len(password), password, False, None, ctypes.byref(keychain)
+ )
+ _assert_no_error(status)
+
+ # Having created the keychain, we want to pass it off to the caller.
+ return keychain, tempdirectory
+
+
+def _load_items_from_file(keychain, path):
+ """
+ Given a single file, loads all the trust objects from it into arrays and
+ the keychain.
+ Returns a tuple of lists: the first list is a list of identities, the
+ second a list of certs.
+ """
+ certificates = []
+ identities = []
+ result_array = None
+
+ with open(path, "rb") as f:
+ raw_filedata = f.read()
+
+ try:
+ filedata = CoreFoundation.CFDataCreate(
+ CoreFoundation.kCFAllocatorDefault, raw_filedata, len(raw_filedata)
+ )
+ result_array = CoreFoundation.CFArrayRef()
+ result = Security.SecItemImport(
+ filedata, # cert data
+ None, # Filename, leaving it out for now
+ None, # What the type of the file is, we don't care
+ None, # what's in the file, we don't care
+ 0, # import flags
+ None, # key params, can include passphrase in the future
+ keychain, # The keychain to insert into
+ ctypes.byref(result_array), # Results
+ )
+ _assert_no_error(result)
+
+ # A CFArray is not very useful to us as an intermediary
+ # representation, so we are going to extract the objects we want
+ # and then free the array. We don't need to keep hold of keys: the
+ # keychain already has them!
+ result_count = CoreFoundation.CFArrayGetCount(result_array)
+ for index in range(result_count):
+ item = CoreFoundation.CFArrayGetValueAtIndex(result_array, index)
+ item = ctypes.cast(item, CoreFoundation.CFTypeRef)
+
+ if _is_cert(item):
+ CoreFoundation.CFRetain(item)
+ certificates.append(item)
+ elif _is_identity(item):
+ CoreFoundation.CFRetain(item)
+ identities.append(item)
+ finally:
+ if result_array:
+ CoreFoundation.CFRelease(result_array)
+
+ CoreFoundation.CFRelease(filedata)
+
+ return (identities, certificates)
+
+
+def _load_client_cert_chain(keychain, *paths):
+ """
+ Load certificates and maybe keys from a number of files. Has the end goal
+ of returning a CFArray containing one SecIdentityRef, and then zero or more
+ SecCertificateRef objects, suitable for use as a client certificate trust
+ chain.
+ """
+ # Ok, the strategy.
+ #
+ # This relies on knowing that macOS will not give you a SecIdentityRef
+ # unless you have imported a key into a keychain. This is a somewhat
+ # artificial limitation of macOS (for example, it doesn't necessarily
+ # affect iOS), but there is nothing inside Security.framework that lets you
+ # get a SecIdentityRef without having a key in a keychain.
+ #
+ # So the policy here is we take all the files and iterate them in order.
+ # Each one will use SecItemImport to have one or more objects loaded from
+ # it. We will also point at a keychain that macOS can use to work with the
+ # private key.
+ #
+ # Once we have all the objects, we'll check what we actually have. If we
+ # already have a SecIdentityRef in hand, fab: we'll use that. Otherwise,
+ # we'll take the first certificate (which we assume to be our leaf) and
+ # ask the keychain to give us a SecIdentityRef with that cert's associated
+ # key.
+ #
+ # We'll then return a CFArray containing the trust chain: one
+ # SecIdentityRef and then zero-or-more SecCertificateRef objects. The
+ # responsibility for freeing this CFArray will be with the caller. This
+ # CFArray must remain alive for the entire connection, so in practice it
+ # will be stored with a single SSLSocket, along with the reference to the
+ # keychain.
+ certificates = []
+ identities = []
+
+ # Filter out bad paths.
+ paths = (path for path in paths if path)
+
+ try:
+ for file_path in paths:
+ new_identities, new_certs = _load_items_from_file(keychain, file_path)
+ identities.extend(new_identities)
+ certificates.extend(new_certs)
+
+ # Ok, we have everything. The question is: do we have an identity? If
+ # not, we want to grab one from the first cert we have.
+ if not identities:
+ new_identity = Security.SecIdentityRef()
+ status = Security.SecIdentityCreateWithCertificate(
+ keychain, certificates[0], ctypes.byref(new_identity)
+ )
+ _assert_no_error(status)
+ identities.append(new_identity)
+
+ # We now want to release the original certificate, as we no longer
+ # need it.
+ CoreFoundation.CFRelease(certificates.pop(0))
+
+ # We now need to build a new CFArray that holds the trust chain.
+ trust_chain = CoreFoundation.CFArrayCreateMutable(
+ CoreFoundation.kCFAllocatorDefault,
+ 0,
+ ctypes.byref(CoreFoundation.kCFTypeArrayCallBacks),
+ )
+ for item in itertools.chain(identities, certificates):
+ # ArrayAppendValue does a CFRetain on the item. That's fine,
+ # because the finally block will release our other refs to them.
+ CoreFoundation.CFArrayAppendValue(trust_chain, item)
+
+ return trust_chain
+ finally:
+ for obj in itertools.chain(identities, certificates):
+ CoreFoundation.CFRelease(obj)
+
+
+TLS_PROTOCOL_VERSIONS = {
+ "SSLv2": (0, 2),
+ "SSLv3": (3, 0),
+ "TLSv1": (3, 1),
+ "TLSv1.1": (3, 2),
+ "TLSv1.2": (3, 3),
+}
+
+
+def _build_tls_unknown_ca_alert(version):
+ """
+ Builds a TLS alert record for an unknown CA.
+ """
+ ver_maj, ver_min = TLS_PROTOCOL_VERSIONS[version]
+ severity_fatal = 0x02
+ description_unknown_ca = 0x30
+ msg = struct.pack(">BB", severity_fatal, description_unknown_ca)
+ msg_len = len(msg)
+ record_type_alert = 0x15
+ record = struct.pack(">BBBH", record_type_alert, ver_maj, ver_min, msg_len) + msg
+ return record
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/appengine.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/appengine.py
new file mode 100644
index 0000000000000000000000000000000000000000..a5a6d91035f0aaaf7b56b4039580629037112b62
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/appengine.py
@@ -0,0 +1,314 @@
+"""
+This module provides a pool manager that uses Google App Engine's
+`URLFetch Service `_.
+
+Example usage::
+
+ from urllib3 import PoolManager
+ from urllib3.contrib.appengine import AppEngineManager, is_appengine_sandbox
+
+ if is_appengine_sandbox():
+ # AppEngineManager uses AppEngine's URLFetch API behind the scenes
+ http = AppEngineManager()
+ else:
+ # PoolManager uses a socket-level API behind the scenes
+ http = PoolManager()
+
+ r = http.request('GET', 'https://google.com/')
+
+There are `limitations `_ to the URLFetch service and it may not be
+the best choice for your application. There are three options for using
+urllib3 on Google App Engine:
+
+1. You can use :class:`AppEngineManager` with URLFetch. URLFetch is
+ cost-effective in many circumstances as long as your usage is within the
+ limitations.
+2. You can use a normal :class:`~urllib3.PoolManager` by enabling sockets.
+ Sockets also have `limitations and restrictions
+ `_ and have a lower free quota than URLFetch.
+ To use sockets, be sure to specify the following in your ``app.yaml``::
+
+ env_variables:
+ GAE_USE_SOCKETS_HTTPLIB : 'true'
+
+3. If you are using `App Engine Flexible
+`_, you can use the standard
+:class:`PoolManager` without any configuration or special environment variables.
+"""
+
+from __future__ import absolute_import
+
+import io
+import logging
+import warnings
+
+from ..exceptions import (
+ HTTPError,
+ HTTPWarning,
+ MaxRetryError,
+ ProtocolError,
+ SSLError,
+ TimeoutError,
+)
+from ..packages.six.moves.urllib.parse import urljoin
+from ..request import RequestMethods
+from ..response import HTTPResponse
+from ..util.retry import Retry
+from ..util.timeout import Timeout
+from . import _appengine_environ
+
+try:
+ from google.appengine.api import urlfetch
+except ImportError:
+ urlfetch = None
+
+
+log = logging.getLogger(__name__)
+
+
+class AppEnginePlatformWarning(HTTPWarning):
+ pass
+
+
+class AppEnginePlatformError(HTTPError):
+ pass
+
+
+class AppEngineManager(RequestMethods):
+ """
+ Connection manager for Google App Engine sandbox applications.
+
+ This manager uses the URLFetch service directly instead of using the
+ emulated httplib, and is subject to URLFetch limitations as described in
+ the App Engine documentation `here
+ `_.
+
+ Notably it will raise an :class:`AppEnginePlatformError` if:
+ * URLFetch is not available.
+ * If you attempt to use this on App Engine Flexible, as full socket
+ support is available.
+ * If a request size is more than 10 megabytes.
+ * If a response size is more than 32 megabytes.
+ * If you use an unsupported request method such as OPTIONS.
+
+ Beyond those cases, it will raise normal urllib3 errors.
+ """
+
+ def __init__(
+ self,
+ headers=None,
+ retries=None,
+ validate_certificate=True,
+ urlfetch_retries=True,
+ ):
+ if not urlfetch:
+ raise AppEnginePlatformError(
+ "URLFetch is not available in this environment."
+ )
+
+ warnings.warn(
+ "urllib3 is using URLFetch on Google App Engine sandbox instead "
+ "of sockets. To use sockets directly instead of URLFetch see "
+ "https://urllib3.readthedocs.io/en/1.26.x/reference/urllib3.contrib.html.",
+ AppEnginePlatformWarning,
+ )
+
+ RequestMethods.__init__(self, headers)
+ self.validate_certificate = validate_certificate
+ self.urlfetch_retries = urlfetch_retries
+
+ self.retries = retries or Retry.DEFAULT
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ # Return False to re-raise any potential exceptions
+ return False
+
+ def urlopen(
+ self,
+ method,
+ url,
+ body=None,
+ headers=None,
+ retries=None,
+ redirect=True,
+ timeout=Timeout.DEFAULT_TIMEOUT,
+ **response_kw
+ ):
+
+ retries = self._get_retries(retries, redirect)
+
+ try:
+ follow_redirects = redirect and retries.redirect != 0 and retries.total
+ response = urlfetch.fetch(
+ url,
+ payload=body,
+ method=method,
+ headers=headers or {},
+ allow_truncated=False,
+ follow_redirects=self.urlfetch_retries and follow_redirects,
+ deadline=self._get_absolute_timeout(timeout),
+ validate_certificate=self.validate_certificate,
+ )
+ except urlfetch.DeadlineExceededError as e:
+ raise TimeoutError(self, e)
+
+ except urlfetch.InvalidURLError as e:
+ if "too large" in str(e):
+ raise AppEnginePlatformError(
+ "URLFetch request too large, URLFetch only "
+ "supports requests up to 10mb in size.",
+ e,
+ )
+ raise ProtocolError(e)
+
+ except urlfetch.DownloadError as e:
+ if "Too many redirects" in str(e):
+ raise MaxRetryError(self, url, reason=e)
+ raise ProtocolError(e)
+
+ except urlfetch.ResponseTooLargeError as e:
+ raise AppEnginePlatformError(
+ "URLFetch response too large, URLFetch only supports"
+ "responses up to 32mb in size.",
+ e,
+ )
+
+ except urlfetch.SSLCertificateError as e:
+ raise SSLError(e)
+
+ except urlfetch.InvalidMethodError as e:
+ raise AppEnginePlatformError(
+ "URLFetch does not support method: %s" % method, e
+ )
+
+ http_response = self._urlfetch_response_to_http_response(
+ response, retries=retries, **response_kw
+ )
+
+ # Handle redirect?
+ redirect_location = redirect and http_response.get_redirect_location()
+ if redirect_location:
+ # Check for redirect response
+ if self.urlfetch_retries and retries.raise_on_redirect:
+ raise MaxRetryError(self, url, "too many redirects")
+ else:
+ if http_response.status == 303:
+ method = "GET"
+
+ try:
+ retries = retries.increment(
+ method, url, response=http_response, _pool=self
+ )
+ except MaxRetryError:
+ if retries.raise_on_redirect:
+ raise MaxRetryError(self, url, "too many redirects")
+ return http_response
+
+ retries.sleep_for_retry(http_response)
+ log.debug("Redirecting %s -> %s", url, redirect_location)
+ redirect_url = urljoin(url, redirect_location)
+ return self.urlopen(
+ method,
+ redirect_url,
+ body,
+ headers,
+ retries=retries,
+ redirect=redirect,
+ timeout=timeout,
+ **response_kw
+ )
+
+ # Check if we should retry the HTTP response.
+ has_retry_after = bool(http_response.headers.get("Retry-After"))
+ if retries.is_retry(method, http_response.status, has_retry_after):
+ retries = retries.increment(method, url, response=http_response, _pool=self)
+ log.debug("Retry: %s", url)
+ retries.sleep(http_response)
+ return self.urlopen(
+ method,
+ url,
+ body=body,
+ headers=headers,
+ retries=retries,
+ redirect=redirect,
+ timeout=timeout,
+ **response_kw
+ )
+
+ return http_response
+
+ def _urlfetch_response_to_http_response(self, urlfetch_resp, **response_kw):
+
+ if is_prod_appengine():
+ # Production GAE handles deflate encoding automatically, but does
+ # not remove the encoding header.
+ content_encoding = urlfetch_resp.headers.get("content-encoding")
+
+ if content_encoding == "deflate":
+ del urlfetch_resp.headers["content-encoding"]
+
+ transfer_encoding = urlfetch_resp.headers.get("transfer-encoding")
+ # We have a full response's content,
+ # so let's make sure we don't report ourselves as chunked data.
+ if transfer_encoding == "chunked":
+ encodings = transfer_encoding.split(",")
+ encodings.remove("chunked")
+ urlfetch_resp.headers["transfer-encoding"] = ",".join(encodings)
+
+ original_response = HTTPResponse(
+ # In order for decoding to work, we must present the content as
+ # a file-like object.
+ body=io.BytesIO(urlfetch_resp.content),
+ msg=urlfetch_resp.header_msg,
+ headers=urlfetch_resp.headers,
+ status=urlfetch_resp.status_code,
+ **response_kw
+ )
+
+ return HTTPResponse(
+ body=io.BytesIO(urlfetch_resp.content),
+ headers=urlfetch_resp.headers,
+ status=urlfetch_resp.status_code,
+ original_response=original_response,
+ **response_kw
+ )
+
+ def _get_absolute_timeout(self, timeout):
+ if timeout is Timeout.DEFAULT_TIMEOUT:
+ return None # Defer to URLFetch's default.
+ if isinstance(timeout, Timeout):
+ if timeout._read is not None or timeout._connect is not None:
+ warnings.warn(
+ "URLFetch does not support granular timeout settings, "
+ "reverting to total or default URLFetch timeout.",
+ AppEnginePlatformWarning,
+ )
+ return timeout.total
+ return timeout
+
+ def _get_retries(self, retries, redirect):
+ if not isinstance(retries, Retry):
+ retries = Retry.from_int(retries, redirect=redirect, default=self.retries)
+
+ if retries.connect or retries.read or retries.redirect:
+ warnings.warn(
+ "URLFetch only supports total retries and does not "
+ "recognize connect, read, or redirect retry parameters.",
+ AppEnginePlatformWarning,
+ )
+
+ return retries
+
+
+# Alias methods from _appengine_environ to maintain public API interface.
+
+is_appengine = _appengine_environ.is_appengine
+is_appengine_sandbox = _appengine_environ.is_appengine_sandbox
+is_local_appengine = _appengine_environ.is_local_appengine
+is_prod_appengine = _appengine_environ.is_prod_appengine
+is_prod_appengine_mvms = _appengine_environ.is_prod_appengine_mvms
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/ntlmpool.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/ntlmpool.py
new file mode 100644
index 0000000000000000000000000000000000000000..471665754e9f199f07f90107ebb350c38b378100
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/ntlmpool.py
@@ -0,0 +1,130 @@
+"""
+NTLM authenticating pool, contributed by erikcederstran
+
+Issue #10, see: http://code.google.com/p/urllib3/issues/detail?id=10
+"""
+from __future__ import absolute_import
+
+import warnings
+from logging import getLogger
+
+from ntlm import ntlm
+
+from .. import HTTPSConnectionPool
+from ..packages.six.moves.http_client import HTTPSConnection
+
+warnings.warn(
+ "The 'urllib3.contrib.ntlmpool' module is deprecated and will be removed "
+ "in urllib3 v2.0 release, urllib3 is not able to support it properly due "
+ "to reasons listed in issue: https://github.com/urllib3/urllib3/issues/2282. "
+ "If you are a user of this module please comment in the mentioned issue.",
+ DeprecationWarning,
+)
+
+log = getLogger(__name__)
+
+
+class NTLMConnectionPool(HTTPSConnectionPool):
+ """
+ Implements an NTLM authentication version of an urllib3 connection pool
+ """
+
+ scheme = "https"
+
+ def __init__(self, user, pw, authurl, *args, **kwargs):
+ """
+ authurl is a random URL on the server that is protected by NTLM.
+ user is the Windows user, probably in the DOMAIN\\username format.
+ pw is the password for the user.
+ """
+ super(NTLMConnectionPool, self).__init__(*args, **kwargs)
+ self.authurl = authurl
+ self.rawuser = user
+ user_parts = user.split("\\", 1)
+ self.domain = user_parts[0].upper()
+ self.user = user_parts[1]
+ self.pw = pw
+
+ def _new_conn(self):
+ # Performs the NTLM handshake that secures the connection. The socket
+ # must be kept open while requests are performed.
+ self.num_connections += 1
+ log.debug(
+ "Starting NTLM HTTPS connection no. %d: https://%s%s",
+ self.num_connections,
+ self.host,
+ self.authurl,
+ )
+
+ headers = {"Connection": "Keep-Alive"}
+ req_header = "Authorization"
+ resp_header = "www-authenticate"
+
+ conn = HTTPSConnection(host=self.host, port=self.port)
+
+ # Send negotiation message
+ headers[req_header] = "NTLM %s" % ntlm.create_NTLM_NEGOTIATE_MESSAGE(
+ self.rawuser
+ )
+ log.debug("Request headers: %s", headers)
+ conn.request("GET", self.authurl, None, headers)
+ res = conn.getresponse()
+ reshdr = dict(res.headers)
+ log.debug("Response status: %s %s", res.status, res.reason)
+ log.debug("Response headers: %s", reshdr)
+ log.debug("Response data: %s [...]", res.read(100))
+
+ # Remove the reference to the socket, so that it can not be closed by
+ # the response object (we want to keep the socket open)
+ res.fp = None
+
+ # Server should respond with a challenge message
+ auth_header_values = reshdr[resp_header].split(", ")
+ auth_header_value = None
+ for s in auth_header_values:
+ if s[:5] == "NTLM ":
+ auth_header_value = s[5:]
+ if auth_header_value is None:
+ raise Exception(
+ "Unexpected %s response header: %s" % (resp_header, reshdr[resp_header])
+ )
+
+ # Send authentication message
+ ServerChallenge, NegotiateFlags = ntlm.parse_NTLM_CHALLENGE_MESSAGE(
+ auth_header_value
+ )
+ auth_msg = ntlm.create_NTLM_AUTHENTICATE_MESSAGE(
+ ServerChallenge, self.user, self.domain, self.pw, NegotiateFlags
+ )
+ headers[req_header] = "NTLM %s" % auth_msg
+ log.debug("Request headers: %s", headers)
+ conn.request("GET", self.authurl, None, headers)
+ res = conn.getresponse()
+ log.debug("Response status: %s %s", res.status, res.reason)
+ log.debug("Response headers: %s", dict(res.headers))
+ log.debug("Response data: %s [...]", res.read()[:100])
+ if res.status != 200:
+ if res.status == 401:
+ raise Exception("Server rejected request: wrong username or password")
+ raise Exception("Wrong server response: %s %s" % (res.status, res.reason))
+
+ res.fp = None
+ log.debug("Connection established")
+ return conn
+
+ def urlopen(
+ self,
+ method,
+ url,
+ body=None,
+ headers=None,
+ retries=3,
+ redirect=True,
+ assert_same_host=True,
+ ):
+ if headers is None:
+ headers = {}
+ headers["Connection"] = "Keep-Alive"
+ return super(NTLMConnectionPool, self).urlopen(
+ method, url, body, headers, retries, redirect, assert_same_host
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/pyopenssl.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/pyopenssl.py
new file mode 100644
index 0000000000000000000000000000000000000000..1ed214b1d78fc9e60806d44a45ccb40e1e609f37
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/pyopenssl.py
@@ -0,0 +1,518 @@
+"""
+TLS with SNI_-support for Python 2. Follow these instructions if you would
+like to verify TLS certificates in Python 2. Note, the default libraries do
+*not* do certificate checking; you need to do additional work to validate
+certificates yourself.
+
+This needs the following packages installed:
+
+* `pyOpenSSL`_ (tested with 16.0.0)
+* `cryptography`_ (minimum 1.3.4, from pyopenssl)
+* `idna`_ (minimum 2.0, from cryptography)
+
+However, pyopenssl depends on cryptography, which depends on idna, so while we
+use all three directly here we end up having relatively few packages required.
+
+You can install them with the following command:
+
+.. code-block:: bash
+
+ $ python -m pip install pyopenssl cryptography idna
+
+To activate certificate checking, call
+:func:`~urllib3.contrib.pyopenssl.inject_into_urllib3` from your Python code
+before you begin making HTTP requests. This can be done in a ``sitecustomize``
+module, or at any other time before your application begins using ``urllib3``,
+like this:
+
+.. code-block:: python
+
+ try:
+ import urllib3.contrib.pyopenssl
+ urllib3.contrib.pyopenssl.inject_into_urllib3()
+ except ImportError:
+ pass
+
+Now you can use :mod:`urllib3` as you normally would, and it will support SNI
+when the required modules are installed.
+
+Activating this module also has the positive side effect of disabling SSL/TLS
+compression in Python 2 (see `CRIME attack`_).
+
+.. _sni: https://en.wikipedia.org/wiki/Server_Name_Indication
+.. _crime attack: https://en.wikipedia.org/wiki/CRIME_(security_exploit)
+.. _pyopenssl: https://www.pyopenssl.org
+.. _cryptography: https://cryptography.io
+.. _idna: https://github.com/kjd/idna
+"""
+from __future__ import absolute_import
+
+import OpenSSL.crypto
+import OpenSSL.SSL
+from cryptography import x509
+from cryptography.hazmat.backends.openssl import backend as openssl_backend
+
+try:
+ from cryptography.x509 import UnsupportedExtension
+except ImportError:
+ # UnsupportedExtension is gone in cryptography >= 2.1.0
+ class UnsupportedExtension(Exception):
+ pass
+
+
+from io import BytesIO
+from socket import error as SocketError
+from socket import timeout
+
+try: # Platform-specific: Python 2
+ from socket import _fileobject
+except ImportError: # Platform-specific: Python 3
+ _fileobject = None
+ from ..packages.backports.makefile import backport_makefile
+
+import logging
+import ssl
+import sys
+import warnings
+
+from .. import util
+from ..packages import six
+from ..util.ssl_ import PROTOCOL_TLS_CLIENT
+
+warnings.warn(
+ "'urllib3.contrib.pyopenssl' module is deprecated and will be removed "
+ "in a future release of urllib3 2.x. Read more in this issue: "
+ "https://github.com/urllib3/urllib3/issues/2680",
+ category=DeprecationWarning,
+ stacklevel=2,
+)
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# SNI always works.
+HAS_SNI = True
+
+# Map from urllib3 to PyOpenSSL compatible parameter-values.
+_openssl_versions = {
+ util.PROTOCOL_TLS: OpenSSL.SSL.SSLv23_METHOD,
+ PROTOCOL_TLS_CLIENT: OpenSSL.SSL.SSLv23_METHOD,
+ ssl.PROTOCOL_TLSv1: OpenSSL.SSL.TLSv1_METHOD,
+}
+
+if hasattr(ssl, "PROTOCOL_SSLv3") and hasattr(OpenSSL.SSL, "SSLv3_METHOD"):
+ _openssl_versions[ssl.PROTOCOL_SSLv3] = OpenSSL.SSL.SSLv3_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_1") and hasattr(OpenSSL.SSL, "TLSv1_1_METHOD"):
+ _openssl_versions[ssl.PROTOCOL_TLSv1_1] = OpenSSL.SSL.TLSv1_1_METHOD
+
+if hasattr(ssl, "PROTOCOL_TLSv1_2") and hasattr(OpenSSL.SSL, "TLSv1_2_METHOD"):
+ _openssl_versions[ssl.PROTOCOL_TLSv1_2] = OpenSSL.SSL.TLSv1_2_METHOD
+
+
+_stdlib_to_openssl_verify = {
+ ssl.CERT_NONE: OpenSSL.SSL.VERIFY_NONE,
+ ssl.CERT_OPTIONAL: OpenSSL.SSL.VERIFY_PEER,
+ ssl.CERT_REQUIRED: OpenSSL.SSL.VERIFY_PEER
+ + OpenSSL.SSL.VERIFY_FAIL_IF_NO_PEER_CERT,
+}
+_openssl_to_stdlib_verify = dict((v, k) for k, v in _stdlib_to_openssl_verify.items())
+
+# OpenSSL will only write 16K at a time
+SSL_WRITE_BLOCKSIZE = 16384
+
+orig_util_HAS_SNI = util.HAS_SNI
+orig_util_SSLContext = util.ssl_.SSLContext
+
+
+log = logging.getLogger(__name__)
+
+
+def inject_into_urllib3():
+ "Monkey-patch urllib3 with PyOpenSSL-backed SSL-support."
+
+ _validate_dependencies_met()
+
+ util.SSLContext = PyOpenSSLContext
+ util.ssl_.SSLContext = PyOpenSSLContext
+ util.HAS_SNI = HAS_SNI
+ util.ssl_.HAS_SNI = HAS_SNI
+ util.IS_PYOPENSSL = True
+ util.ssl_.IS_PYOPENSSL = True
+
+
+def extract_from_urllib3():
+ "Undo monkey-patching by :func:`inject_into_urllib3`."
+
+ util.SSLContext = orig_util_SSLContext
+ util.ssl_.SSLContext = orig_util_SSLContext
+ util.HAS_SNI = orig_util_HAS_SNI
+ util.ssl_.HAS_SNI = orig_util_HAS_SNI
+ util.IS_PYOPENSSL = False
+ util.ssl_.IS_PYOPENSSL = False
+
+
+def _validate_dependencies_met():
+ """
+ Verifies that PyOpenSSL's package-level dependencies have been met.
+ Throws `ImportError` if they are not met.
+ """
+ # Method added in `cryptography==1.1`; not available in older versions
+ from cryptography.x509.extensions import Extensions
+
+ if getattr(Extensions, "get_extension_for_class", None) is None:
+ raise ImportError(
+ "'cryptography' module missing required functionality. "
+ "Try upgrading to v1.3.4 or newer."
+ )
+
+ # pyOpenSSL 0.14 and above use cryptography for OpenSSL bindings. The _x509
+ # attribute is only present on those versions.
+ from OpenSSL.crypto import X509
+
+ x509 = X509()
+ if getattr(x509, "_x509", None) is None:
+ raise ImportError(
+ "'pyOpenSSL' module missing required functionality. "
+ "Try upgrading to v0.14 or newer."
+ )
+
+
+def _dnsname_to_stdlib(name):
+ """
+ Converts a dNSName SubjectAlternativeName field to the form used by the
+ standard library on the given Python version.
+
+ Cryptography produces a dNSName as a unicode string that was idna-decoded
+ from ASCII bytes. We need to idna-encode that string to get it back, and
+ then on Python 3 we also need to convert to unicode via UTF-8 (the stdlib
+ uses PyUnicode_FromStringAndSize on it, which decodes via UTF-8).
+
+ If the name cannot be idna-encoded then we return None signalling that
+ the name given should be skipped.
+ """
+
+ def idna_encode(name):
+ """
+ Borrowed wholesale from the Python Cryptography Project. It turns out
+ that we can't just safely call `idna.encode`: it can explode for
+ wildcard names. This avoids that problem.
+ """
+ import idna
+
+ try:
+ for prefix in [u"*.", u"."]:
+ if name.startswith(prefix):
+ name = name[len(prefix) :]
+ return prefix.encode("ascii") + idna.encode(name)
+ return idna.encode(name)
+ except idna.core.IDNAError:
+ return None
+
+ # Don't send IPv6 addresses through the IDNA encoder.
+ if ":" in name:
+ return name
+
+ name = idna_encode(name)
+ if name is None:
+ return None
+ elif sys.version_info >= (3, 0):
+ name = name.decode("utf-8")
+ return name
+
+
+def get_subj_alt_name(peer_cert):
+ """
+ Given an PyOpenSSL certificate, provides all the subject alternative names.
+ """
+ # Pass the cert to cryptography, which has much better APIs for this.
+ if hasattr(peer_cert, "to_cryptography"):
+ cert = peer_cert.to_cryptography()
+ else:
+ der = OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, peer_cert)
+ cert = x509.load_der_x509_certificate(der, openssl_backend)
+
+ # We want to find the SAN extension. Ask Cryptography to locate it (it's
+ # faster than looping in Python)
+ try:
+ ext = cert.extensions.get_extension_for_class(x509.SubjectAlternativeName).value
+ except x509.ExtensionNotFound:
+ # No such extension, return the empty list.
+ return []
+ except (
+ x509.DuplicateExtension,
+ UnsupportedExtension,
+ x509.UnsupportedGeneralNameType,
+ UnicodeError,
+ ) as e:
+ # A problem has been found with the quality of the certificate. Assume
+ # no SAN field is present.
+ log.warning(
+ "A problem was encountered with the certificate that prevented "
+ "urllib3 from finding the SubjectAlternativeName field. This can "
+ "affect certificate validation. The error was %s",
+ e,
+ )
+ return []
+
+ # We want to return dNSName and iPAddress fields. We need to cast the IPs
+ # back to strings because the match_hostname function wants them as
+ # strings.
+ # Sadly the DNS names need to be idna encoded and then, on Python 3, UTF-8
+ # decoded. This is pretty frustrating, but that's what the standard library
+ # does with certificates, and so we need to attempt to do the same.
+ # We also want to skip over names which cannot be idna encoded.
+ names = [
+ ("DNS", name)
+ for name in map(_dnsname_to_stdlib, ext.get_values_for_type(x509.DNSName))
+ if name is not None
+ ]
+ names.extend(
+ ("IP Address", str(name)) for name in ext.get_values_for_type(x509.IPAddress)
+ )
+
+ return names
+
+
+class WrappedSocket(object):
+ """API-compatibility wrapper for Python OpenSSL's Connection-class.
+
+ Note: _makefile_refs, _drop() and _reuse() are needed for the garbage
+ collector of pypy.
+ """
+
+ def __init__(self, connection, socket, suppress_ragged_eofs=True):
+ self.connection = connection
+ self.socket = socket
+ self.suppress_ragged_eofs = suppress_ragged_eofs
+ self._makefile_refs = 0
+ self._closed = False
+
+ def fileno(self):
+ return self.socket.fileno()
+
+ # Copy-pasted from Python 3.5 source code
+ def _decref_socketios(self):
+ if self._makefile_refs > 0:
+ self._makefile_refs -= 1
+ if self._closed:
+ self.close()
+
+ def recv(self, *args, **kwargs):
+ try:
+ data = self.connection.recv(*args, **kwargs)
+ except OpenSSL.SSL.SysCallError as e:
+ if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+ return b""
+ else:
+ raise SocketError(str(e))
+ except OpenSSL.SSL.ZeroReturnError:
+ if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+ return b""
+ else:
+ raise
+ except OpenSSL.SSL.WantReadError:
+ if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+ raise timeout("The read operation timed out")
+ else:
+ return self.recv(*args, **kwargs)
+
+ # TLS 1.3 post-handshake authentication
+ except OpenSSL.SSL.Error as e:
+ raise ssl.SSLError("read error: %r" % e)
+ else:
+ return data
+
+ def recv_into(self, *args, **kwargs):
+ try:
+ return self.connection.recv_into(*args, **kwargs)
+ except OpenSSL.SSL.SysCallError as e:
+ if self.suppress_ragged_eofs and e.args == (-1, "Unexpected EOF"):
+ return 0
+ else:
+ raise SocketError(str(e))
+ except OpenSSL.SSL.ZeroReturnError:
+ if self.connection.get_shutdown() == OpenSSL.SSL.RECEIVED_SHUTDOWN:
+ return 0
+ else:
+ raise
+ except OpenSSL.SSL.WantReadError:
+ if not util.wait_for_read(self.socket, self.socket.gettimeout()):
+ raise timeout("The read operation timed out")
+ else:
+ return self.recv_into(*args, **kwargs)
+
+ # TLS 1.3 post-handshake authentication
+ except OpenSSL.SSL.Error as e:
+ raise ssl.SSLError("read error: %r" % e)
+
+ def settimeout(self, timeout):
+ return self.socket.settimeout(timeout)
+
+ def _send_until_done(self, data):
+ while True:
+ try:
+ return self.connection.send(data)
+ except OpenSSL.SSL.WantWriteError:
+ if not util.wait_for_write(self.socket, self.socket.gettimeout()):
+ raise timeout()
+ continue
+ except OpenSSL.SSL.SysCallError as e:
+ raise SocketError(str(e))
+
+ def sendall(self, data):
+ total_sent = 0
+ while total_sent < len(data):
+ sent = self._send_until_done(
+ data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE]
+ )
+ total_sent += sent
+
+ def shutdown(self):
+ # FIXME rethrow compatible exceptions should we ever use this
+ self.connection.shutdown()
+
+ def close(self):
+ if self._makefile_refs < 1:
+ try:
+ self._closed = True
+ return self.connection.close()
+ except OpenSSL.SSL.Error:
+ return
+ else:
+ self._makefile_refs -= 1
+
+ def getpeercert(self, binary_form=False):
+ x509 = self.connection.get_peer_certificate()
+
+ if not x509:
+ return x509
+
+ if binary_form:
+ return OpenSSL.crypto.dump_certificate(OpenSSL.crypto.FILETYPE_ASN1, x509)
+
+ return {
+ "subject": ((("commonName", x509.get_subject().CN),),),
+ "subjectAltName": get_subj_alt_name(x509),
+ }
+
+ def version(self):
+ return self.connection.get_protocol_version_name()
+
+ def _reuse(self):
+ self._makefile_refs += 1
+
+ def _drop(self):
+ if self._makefile_refs < 1:
+ self.close()
+ else:
+ self._makefile_refs -= 1
+
+
+if _fileobject: # Platform-specific: Python 2
+
+ def makefile(self, mode, bufsize=-1):
+ self._makefile_refs += 1
+ return _fileobject(self, mode, bufsize, close=True)
+
+else: # Platform-specific: Python 3
+ makefile = backport_makefile
+
+WrappedSocket.makefile = makefile
+
+
+class PyOpenSSLContext(object):
+ """
+ I am a wrapper class for the PyOpenSSL ``Context`` object. I am responsible
+ for translating the interface of the standard library ``SSLContext`` object
+ to calls into PyOpenSSL.
+ """
+
+ def __init__(self, protocol):
+ self.protocol = _openssl_versions[protocol]
+ self._ctx = OpenSSL.SSL.Context(self.protocol)
+ self._options = 0
+ self.check_hostname = False
+
+ @property
+ def options(self):
+ return self._options
+
+ @options.setter
+ def options(self, value):
+ self._options = value
+ self._ctx.set_options(value)
+
+ @property
+ def verify_mode(self):
+ return _openssl_to_stdlib_verify[self._ctx.get_verify_mode()]
+
+ @verify_mode.setter
+ def verify_mode(self, value):
+ self._ctx.set_verify(_stdlib_to_openssl_verify[value], _verify_callback)
+
+ def set_default_verify_paths(self):
+ self._ctx.set_default_verify_paths()
+
+ def set_ciphers(self, ciphers):
+ if isinstance(ciphers, six.text_type):
+ ciphers = ciphers.encode("utf-8")
+ self._ctx.set_cipher_list(ciphers)
+
+ def load_verify_locations(self, cafile=None, capath=None, cadata=None):
+ if cafile is not None:
+ cafile = cafile.encode("utf-8")
+ if capath is not None:
+ capath = capath.encode("utf-8")
+ try:
+ self._ctx.load_verify_locations(cafile, capath)
+ if cadata is not None:
+ self._ctx.load_verify_locations(BytesIO(cadata))
+ except OpenSSL.SSL.Error as e:
+ raise ssl.SSLError("unable to load trusted certificates: %r" % e)
+
+ def load_cert_chain(self, certfile, keyfile=None, password=None):
+ self._ctx.use_certificate_chain_file(certfile)
+ if password is not None:
+ if not isinstance(password, six.binary_type):
+ password = password.encode("utf-8")
+ self._ctx.set_passwd_cb(lambda *_: password)
+ self._ctx.use_privatekey_file(keyfile or certfile)
+
+ def set_alpn_protocols(self, protocols):
+ protocols = [six.ensure_binary(p) for p in protocols]
+ return self._ctx.set_alpn_protos(protocols)
+
+ def wrap_socket(
+ self,
+ sock,
+ server_side=False,
+ do_handshake_on_connect=True,
+ suppress_ragged_eofs=True,
+ server_hostname=None,
+ ):
+ cnx = OpenSSL.SSL.Connection(self._ctx, sock)
+
+ if isinstance(server_hostname, six.text_type): # Platform-specific: Python 3
+ server_hostname = server_hostname.encode("utf-8")
+
+ if server_hostname is not None:
+ cnx.set_tlsext_host_name(server_hostname)
+
+ cnx.set_connect_state()
+
+ while True:
+ try:
+ cnx.do_handshake()
+ except OpenSSL.SSL.WantReadError:
+ if not util.wait_for_read(sock, sock.gettimeout()):
+ raise timeout("select timed out")
+ continue
+ except OpenSSL.SSL.Error as e:
+ raise ssl.SSLError("bad handshake: %r" % e)
+ break
+
+ return WrappedSocket(cnx, sock)
+
+
+def _verify_callback(cnx, x509, err_no, err_depth, return_code):
+ return err_no == 0
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/securetransport.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/securetransport.py
new file mode 100644
index 0000000000000000000000000000000000000000..e311c0c899a77e65cbaeb299ca8c75d4eee61667
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/securetransport.py
@@ -0,0 +1,920 @@
+"""
+SecureTranport support for urllib3 via ctypes.
+
+This makes platform-native TLS available to urllib3 users on macOS without the
+use of a compiler. This is an important feature because the Python Package
+Index is moving to become a TLSv1.2-or-higher server, and the default OpenSSL
+that ships with macOS is not capable of doing TLSv1.2. The only way to resolve
+this is to give macOS users an alternative solution to the problem, and that
+solution is to use SecureTransport.
+
+We use ctypes here because this solution must not require a compiler. That's
+because pip is not allowed to require a compiler either.
+
+This is not intended to be a seriously long-term solution to this problem.
+The hope is that PEP 543 will eventually solve this issue for us, at which
+point we can retire this contrib module. But in the short term, we need to
+solve the impending tire fire that is Python on Mac without this kind of
+contrib module. So...here we are.
+
+To use this module, simply import and inject it::
+
+ import urllib3.contrib.securetransport
+ urllib3.contrib.securetransport.inject_into_urllib3()
+
+Happy TLSing!
+
+This code is a bastardised version of the code found in Will Bond's oscrypto
+library. An enormous debt is owed to him for blazing this trail for us. For
+that reason, this code should be considered to be covered both by urllib3's
+license and by oscrypto's:
+
+.. code-block::
+
+ Copyright (c) 2015-2016 Will Bond
+
+ 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.
+"""
+from __future__ import absolute_import
+
+import contextlib
+import ctypes
+import errno
+import os.path
+import shutil
+import socket
+import ssl
+import struct
+import threading
+import weakref
+
+from .. import util
+from ..packages import six
+from ..util.ssl_ import PROTOCOL_TLS_CLIENT
+from ._securetransport.bindings import CoreFoundation, Security, SecurityConst
+from ._securetransport.low_level import (
+ _assert_no_error,
+ _build_tls_unknown_ca_alert,
+ _cert_array_from_pem,
+ _create_cfstring_array,
+ _load_client_cert_chain,
+ _temporary_keychain,
+)
+
+try: # Platform-specific: Python 2
+ from socket import _fileobject
+except ImportError: # Platform-specific: Python 3
+ _fileobject = None
+ from ..packages.backports.makefile import backport_makefile
+
+__all__ = ["inject_into_urllib3", "extract_from_urllib3"]
+
+# SNI always works
+HAS_SNI = True
+
+orig_util_HAS_SNI = util.HAS_SNI
+orig_util_SSLContext = util.ssl_.SSLContext
+
+# This dictionary is used by the read callback to obtain a handle to the
+# calling wrapped socket. This is a pretty silly approach, but for now it'll
+# do. I feel like I should be able to smuggle a handle to the wrapped socket
+# directly in the SSLConnectionRef, but for now this approach will work I
+# guess.
+#
+# We need to lock around this structure for inserts, but we don't do it for
+# reads/writes in the callbacks. The reasoning here goes as follows:
+#
+# 1. It is not possible to call into the callbacks before the dictionary is
+# populated, so once in the callback the id must be in the dictionary.
+# 2. The callbacks don't mutate the dictionary, they only read from it, and
+# so cannot conflict with any of the insertions.
+#
+# This is good: if we had to lock in the callbacks we'd drastically slow down
+# the performance of this code.
+_connection_refs = weakref.WeakValueDictionary()
+_connection_ref_lock = threading.Lock()
+
+# Limit writes to 16kB. This is OpenSSL's limit, but we'll cargo-cult it over
+# for no better reason than we need *a* limit, and this one is right there.
+SSL_WRITE_BLOCKSIZE = 16384
+
+# This is our equivalent of util.ssl_.DEFAULT_CIPHERS, but expanded out to
+# individual cipher suites. We need to do this because this is how
+# SecureTransport wants them.
+CIPHER_SUITES = [
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_GCM_SHA384,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_GCM_SHA256,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_GCM_SHA384,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_GCM_SHA256,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_CHACHA20_POLY1305_SHA256,
+ SecurityConst.TLS_ECDHE_RSA_WITH_CHACHA20_POLY1305_SHA256,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_256_GCM_SHA384,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_128_GCM_SHA256,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA384,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_256_CBC_SHA,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA256,
+ SecurityConst.TLS_ECDHE_ECDSA_WITH_AES_128_CBC_SHA,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA384,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_256_CBC_SHA,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA256,
+ SecurityConst.TLS_ECDHE_RSA_WITH_AES_128_CBC_SHA,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_256_CBC_SHA256,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_256_CBC_SHA,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_128_CBC_SHA256,
+ SecurityConst.TLS_DHE_RSA_WITH_AES_128_CBC_SHA,
+ SecurityConst.TLS_AES_256_GCM_SHA384,
+ SecurityConst.TLS_AES_128_GCM_SHA256,
+ SecurityConst.TLS_RSA_WITH_AES_256_GCM_SHA384,
+ SecurityConst.TLS_RSA_WITH_AES_128_GCM_SHA256,
+ SecurityConst.TLS_AES_128_CCM_8_SHA256,
+ SecurityConst.TLS_AES_128_CCM_SHA256,
+ SecurityConst.TLS_RSA_WITH_AES_256_CBC_SHA256,
+ SecurityConst.TLS_RSA_WITH_AES_128_CBC_SHA256,
+ SecurityConst.TLS_RSA_WITH_AES_256_CBC_SHA,
+ SecurityConst.TLS_RSA_WITH_AES_128_CBC_SHA,
+]
+
+# Basically this is simple: for PROTOCOL_SSLv23 we turn it into a low of
+# TLSv1 and a high of TLSv1.2. For everything else, we pin to that version.
+# TLSv1 to 1.2 are supported on macOS 10.8+
+_protocol_to_min_max = {
+ util.PROTOCOL_TLS: (SecurityConst.kTLSProtocol1, SecurityConst.kTLSProtocol12),
+ PROTOCOL_TLS_CLIENT: (SecurityConst.kTLSProtocol1, SecurityConst.kTLSProtocol12),
+}
+
+if hasattr(ssl, "PROTOCOL_SSLv2"):
+ _protocol_to_min_max[ssl.PROTOCOL_SSLv2] = (
+ SecurityConst.kSSLProtocol2,
+ SecurityConst.kSSLProtocol2,
+ )
+if hasattr(ssl, "PROTOCOL_SSLv3"):
+ _protocol_to_min_max[ssl.PROTOCOL_SSLv3] = (
+ SecurityConst.kSSLProtocol3,
+ SecurityConst.kSSLProtocol3,
+ )
+if hasattr(ssl, "PROTOCOL_TLSv1"):
+ _protocol_to_min_max[ssl.PROTOCOL_TLSv1] = (
+ SecurityConst.kTLSProtocol1,
+ SecurityConst.kTLSProtocol1,
+ )
+if hasattr(ssl, "PROTOCOL_TLSv1_1"):
+ _protocol_to_min_max[ssl.PROTOCOL_TLSv1_1] = (
+ SecurityConst.kTLSProtocol11,
+ SecurityConst.kTLSProtocol11,
+ )
+if hasattr(ssl, "PROTOCOL_TLSv1_2"):
+ _protocol_to_min_max[ssl.PROTOCOL_TLSv1_2] = (
+ SecurityConst.kTLSProtocol12,
+ SecurityConst.kTLSProtocol12,
+ )
+
+
+def inject_into_urllib3():
+ """
+ Monkey-patch urllib3 with SecureTransport-backed SSL-support.
+ """
+ util.SSLContext = SecureTransportContext
+ util.ssl_.SSLContext = SecureTransportContext
+ util.HAS_SNI = HAS_SNI
+ util.ssl_.HAS_SNI = HAS_SNI
+ util.IS_SECURETRANSPORT = True
+ util.ssl_.IS_SECURETRANSPORT = True
+
+
+def extract_from_urllib3():
+ """
+ Undo monkey-patching by :func:`inject_into_urllib3`.
+ """
+ util.SSLContext = orig_util_SSLContext
+ util.ssl_.SSLContext = orig_util_SSLContext
+ util.HAS_SNI = orig_util_HAS_SNI
+ util.ssl_.HAS_SNI = orig_util_HAS_SNI
+ util.IS_SECURETRANSPORT = False
+ util.ssl_.IS_SECURETRANSPORT = False
+
+
+def _read_callback(connection_id, data_buffer, data_length_pointer):
+ """
+ SecureTransport read callback. This is called by ST to request that data
+ be returned from the socket.
+ """
+ wrapped_socket = None
+ try:
+ wrapped_socket = _connection_refs.get(connection_id)
+ if wrapped_socket is None:
+ return SecurityConst.errSSLInternal
+ base_socket = wrapped_socket.socket
+
+ requested_length = data_length_pointer[0]
+
+ timeout = wrapped_socket.gettimeout()
+ error = None
+ read_count = 0
+
+ try:
+ while read_count < requested_length:
+ if timeout is None or timeout >= 0:
+ if not util.wait_for_read(base_socket, timeout):
+ raise socket.error(errno.EAGAIN, "timed out")
+
+ remaining = requested_length - read_count
+ buffer = (ctypes.c_char * remaining).from_address(
+ data_buffer + read_count
+ )
+ chunk_size = base_socket.recv_into(buffer, remaining)
+ read_count += chunk_size
+ if not chunk_size:
+ if not read_count:
+ return SecurityConst.errSSLClosedGraceful
+ break
+ except (socket.error) as e:
+ error = e.errno
+
+ if error is not None and error != errno.EAGAIN:
+ data_length_pointer[0] = read_count
+ if error == errno.ECONNRESET or error == errno.EPIPE:
+ return SecurityConst.errSSLClosedAbort
+ raise
+
+ data_length_pointer[0] = read_count
+
+ if read_count != requested_length:
+ return SecurityConst.errSSLWouldBlock
+
+ return 0
+ except Exception as e:
+ if wrapped_socket is not None:
+ wrapped_socket._exception = e
+ return SecurityConst.errSSLInternal
+
+
+def _write_callback(connection_id, data_buffer, data_length_pointer):
+ """
+ SecureTransport write callback. This is called by ST to request that data
+ actually be sent on the network.
+ """
+ wrapped_socket = None
+ try:
+ wrapped_socket = _connection_refs.get(connection_id)
+ if wrapped_socket is None:
+ return SecurityConst.errSSLInternal
+ base_socket = wrapped_socket.socket
+
+ bytes_to_write = data_length_pointer[0]
+ data = ctypes.string_at(data_buffer, bytes_to_write)
+
+ timeout = wrapped_socket.gettimeout()
+ error = None
+ sent = 0
+
+ try:
+ while sent < bytes_to_write:
+ if timeout is None or timeout >= 0:
+ if not util.wait_for_write(base_socket, timeout):
+ raise socket.error(errno.EAGAIN, "timed out")
+ chunk_sent = base_socket.send(data)
+ sent += chunk_sent
+
+ # This has some needless copying here, but I'm not sure there's
+ # much value in optimising this data path.
+ data = data[chunk_sent:]
+ except (socket.error) as e:
+ error = e.errno
+
+ if error is not None and error != errno.EAGAIN:
+ data_length_pointer[0] = sent
+ if error == errno.ECONNRESET or error == errno.EPIPE:
+ return SecurityConst.errSSLClosedAbort
+ raise
+
+ data_length_pointer[0] = sent
+
+ if sent != bytes_to_write:
+ return SecurityConst.errSSLWouldBlock
+
+ return 0
+ except Exception as e:
+ if wrapped_socket is not None:
+ wrapped_socket._exception = e
+ return SecurityConst.errSSLInternal
+
+
+# We need to keep these two objects references alive: if they get GC'd while
+# in use then SecureTransport could attempt to call a function that is in freed
+# memory. That would be...uh...bad. Yeah, that's the word. Bad.
+_read_callback_pointer = Security.SSLReadFunc(_read_callback)
+_write_callback_pointer = Security.SSLWriteFunc(_write_callback)
+
+
+class WrappedSocket(object):
+ """
+ API-compatibility wrapper for Python's OpenSSL wrapped socket object.
+
+ Note: _makefile_refs, _drop(), and _reuse() are needed for the garbage
+ collector of PyPy.
+ """
+
+ def __init__(self, socket):
+ self.socket = socket
+ self.context = None
+ self._makefile_refs = 0
+ self._closed = False
+ self._exception = None
+ self._keychain = None
+ self._keychain_dir = None
+ self._client_cert_chain = None
+
+ # We save off the previously-configured timeout and then set it to
+ # zero. This is done because we use select and friends to handle the
+ # timeouts, but if we leave the timeout set on the lower socket then
+ # Python will "kindly" call select on that socket again for us. Avoid
+ # that by forcing the timeout to zero.
+ self._timeout = self.socket.gettimeout()
+ self.socket.settimeout(0)
+
+ @contextlib.contextmanager
+ def _raise_on_error(self):
+ """
+ A context manager that can be used to wrap calls that do I/O from
+ SecureTransport. If any of the I/O callbacks hit an exception, this
+ context manager will correctly propagate the exception after the fact.
+ This avoids silently swallowing those exceptions.
+
+ It also correctly forces the socket closed.
+ """
+ self._exception = None
+
+ # We explicitly don't catch around this yield because in the unlikely
+ # event that an exception was hit in the block we don't want to swallow
+ # it.
+ yield
+ if self._exception is not None:
+ exception, self._exception = self._exception, None
+ self.close()
+ raise exception
+
+ def _set_ciphers(self):
+ """
+ Sets up the allowed ciphers. By default this matches the set in
+ util.ssl_.DEFAULT_CIPHERS, at least as supported by macOS. This is done
+ custom and doesn't allow changing at this time, mostly because parsing
+ OpenSSL cipher strings is going to be a freaking nightmare.
+ """
+ ciphers = (Security.SSLCipherSuite * len(CIPHER_SUITES))(*CIPHER_SUITES)
+ result = Security.SSLSetEnabledCiphers(
+ self.context, ciphers, len(CIPHER_SUITES)
+ )
+ _assert_no_error(result)
+
+ def _set_alpn_protocols(self, protocols):
+ """
+ Sets up the ALPN protocols on the context.
+ """
+ if not protocols:
+ return
+ protocols_arr = _create_cfstring_array(protocols)
+ try:
+ result = Security.SSLSetALPNProtocols(self.context, protocols_arr)
+ _assert_no_error(result)
+ finally:
+ CoreFoundation.CFRelease(protocols_arr)
+
+ def _custom_validate(self, verify, trust_bundle):
+ """
+ Called when we have set custom validation. We do this in two cases:
+ first, when cert validation is entirely disabled; and second, when
+ using a custom trust DB.
+ Raises an SSLError if the connection is not trusted.
+ """
+ # If we disabled cert validation, just say: cool.
+ if not verify:
+ return
+
+ successes = (
+ SecurityConst.kSecTrustResultUnspecified,
+ SecurityConst.kSecTrustResultProceed,
+ )
+ try:
+ trust_result = self._evaluate_trust(trust_bundle)
+ if trust_result in successes:
+ return
+ reason = "error code: %d" % (trust_result,)
+ except Exception as e:
+ # Do not trust on error
+ reason = "exception: %r" % (e,)
+
+ # SecureTransport does not send an alert nor shuts down the connection.
+ rec = _build_tls_unknown_ca_alert(self.version())
+ self.socket.sendall(rec)
+ # close the connection immediately
+ # l_onoff = 1, activate linger
+ # l_linger = 0, linger for 0 seoncds
+ opts = struct.pack("ii", 1, 0)
+ self.socket.setsockopt(socket.SOL_SOCKET, socket.SO_LINGER, opts)
+ self.close()
+ raise ssl.SSLError("certificate verify failed, %s" % reason)
+
+ def _evaluate_trust(self, trust_bundle):
+ # We want data in memory, so load it up.
+ if os.path.isfile(trust_bundle):
+ with open(trust_bundle, "rb") as f:
+ trust_bundle = f.read()
+
+ cert_array = None
+ trust = Security.SecTrustRef()
+
+ try:
+ # Get a CFArray that contains the certs we want.
+ cert_array = _cert_array_from_pem(trust_bundle)
+
+ # Ok, now the hard part. We want to get the SecTrustRef that ST has
+ # created for this connection, shove our CAs into it, tell ST to
+ # ignore everything else it knows, and then ask if it can build a
+ # chain. This is a buuuunch of code.
+ result = Security.SSLCopyPeerTrust(self.context, ctypes.byref(trust))
+ _assert_no_error(result)
+ if not trust:
+ raise ssl.SSLError("Failed to copy trust reference")
+
+ result = Security.SecTrustSetAnchorCertificates(trust, cert_array)
+ _assert_no_error(result)
+
+ result = Security.SecTrustSetAnchorCertificatesOnly(trust, True)
+ _assert_no_error(result)
+
+ trust_result = Security.SecTrustResultType()
+ result = Security.SecTrustEvaluate(trust, ctypes.byref(trust_result))
+ _assert_no_error(result)
+ finally:
+ if trust:
+ CoreFoundation.CFRelease(trust)
+
+ if cert_array is not None:
+ CoreFoundation.CFRelease(cert_array)
+
+ return trust_result.value
+
+ def handshake(
+ self,
+ server_hostname,
+ verify,
+ trust_bundle,
+ min_version,
+ max_version,
+ client_cert,
+ client_key,
+ client_key_passphrase,
+ alpn_protocols,
+ ):
+ """
+ Actually performs the TLS handshake. This is run automatically by
+ wrapped socket, and shouldn't be needed in user code.
+ """
+ # First, we do the initial bits of connection setup. We need to create
+ # a context, set its I/O funcs, and set the connection reference.
+ self.context = Security.SSLCreateContext(
+ None, SecurityConst.kSSLClientSide, SecurityConst.kSSLStreamType
+ )
+ result = Security.SSLSetIOFuncs(
+ self.context, _read_callback_pointer, _write_callback_pointer
+ )
+ _assert_no_error(result)
+
+ # Here we need to compute the handle to use. We do this by taking the
+ # id of self modulo 2**31 - 1. If this is already in the dictionary, we
+ # just keep incrementing by one until we find a free space.
+ with _connection_ref_lock:
+ handle = id(self) % 2147483647
+ while handle in _connection_refs:
+ handle = (handle + 1) % 2147483647
+ _connection_refs[handle] = self
+
+ result = Security.SSLSetConnection(self.context, handle)
+ _assert_no_error(result)
+
+ # If we have a server hostname, we should set that too.
+ if server_hostname:
+ if not isinstance(server_hostname, bytes):
+ server_hostname = server_hostname.encode("utf-8")
+
+ result = Security.SSLSetPeerDomainName(
+ self.context, server_hostname, len(server_hostname)
+ )
+ _assert_no_error(result)
+
+ # Setup the ciphers.
+ self._set_ciphers()
+
+ # Setup the ALPN protocols.
+ self._set_alpn_protocols(alpn_protocols)
+
+ # Set the minimum and maximum TLS versions.
+ result = Security.SSLSetProtocolVersionMin(self.context, min_version)
+ _assert_no_error(result)
+
+ result = Security.SSLSetProtocolVersionMax(self.context, max_version)
+ _assert_no_error(result)
+
+ # If there's a trust DB, we need to use it. We do that by telling
+ # SecureTransport to break on server auth. We also do that if we don't
+ # want to validate the certs at all: we just won't actually do any
+ # authing in that case.
+ if not verify or trust_bundle is not None:
+ result = Security.SSLSetSessionOption(
+ self.context, SecurityConst.kSSLSessionOptionBreakOnServerAuth, True
+ )
+ _assert_no_error(result)
+
+ # If there's a client cert, we need to use it.
+ if client_cert:
+ self._keychain, self._keychain_dir = _temporary_keychain()
+ self._client_cert_chain = _load_client_cert_chain(
+ self._keychain, client_cert, client_key
+ )
+ result = Security.SSLSetCertificate(self.context, self._client_cert_chain)
+ _assert_no_error(result)
+
+ while True:
+ with self._raise_on_error():
+ result = Security.SSLHandshake(self.context)
+
+ if result == SecurityConst.errSSLWouldBlock:
+ raise socket.timeout("handshake timed out")
+ elif result == SecurityConst.errSSLServerAuthCompleted:
+ self._custom_validate(verify, trust_bundle)
+ continue
+ else:
+ _assert_no_error(result)
+ break
+
+ def fileno(self):
+ return self.socket.fileno()
+
+ # Copy-pasted from Python 3.5 source code
+ def _decref_socketios(self):
+ if self._makefile_refs > 0:
+ self._makefile_refs -= 1
+ if self._closed:
+ self.close()
+
+ def recv(self, bufsiz):
+ buffer = ctypes.create_string_buffer(bufsiz)
+ bytes_read = self.recv_into(buffer, bufsiz)
+ data = buffer[:bytes_read]
+ return data
+
+ def recv_into(self, buffer, nbytes=None):
+ # Read short on EOF.
+ if self._closed:
+ return 0
+
+ if nbytes is None:
+ nbytes = len(buffer)
+
+ buffer = (ctypes.c_char * nbytes).from_buffer(buffer)
+ processed_bytes = ctypes.c_size_t(0)
+
+ with self._raise_on_error():
+ result = Security.SSLRead(
+ self.context, buffer, nbytes, ctypes.byref(processed_bytes)
+ )
+
+ # There are some result codes that we want to treat as "not always
+ # errors". Specifically, those are errSSLWouldBlock,
+ # errSSLClosedGraceful, and errSSLClosedNoNotify.
+ if result == SecurityConst.errSSLWouldBlock:
+ # If we didn't process any bytes, then this was just a time out.
+ # However, we can get errSSLWouldBlock in situations when we *did*
+ # read some data, and in those cases we should just read "short"
+ # and return.
+ if processed_bytes.value == 0:
+ # Timed out, no data read.
+ raise socket.timeout("recv timed out")
+ elif result in (
+ SecurityConst.errSSLClosedGraceful,
+ SecurityConst.errSSLClosedNoNotify,
+ ):
+ # The remote peer has closed this connection. We should do so as
+ # well. Note that we don't actually return here because in
+ # principle this could actually be fired along with return data.
+ # It's unlikely though.
+ self.close()
+ else:
+ _assert_no_error(result)
+
+ # Ok, we read and probably succeeded. We should return whatever data
+ # was actually read.
+ return processed_bytes.value
+
+ def settimeout(self, timeout):
+ self._timeout = timeout
+
+ def gettimeout(self):
+ return self._timeout
+
+ def send(self, data):
+ processed_bytes = ctypes.c_size_t(0)
+
+ with self._raise_on_error():
+ result = Security.SSLWrite(
+ self.context, data, len(data), ctypes.byref(processed_bytes)
+ )
+
+ if result == SecurityConst.errSSLWouldBlock and processed_bytes.value == 0:
+ # Timed out
+ raise socket.timeout("send timed out")
+ else:
+ _assert_no_error(result)
+
+ # We sent, and probably succeeded. Tell them how much we sent.
+ return processed_bytes.value
+
+ def sendall(self, data):
+ total_sent = 0
+ while total_sent < len(data):
+ sent = self.send(data[total_sent : total_sent + SSL_WRITE_BLOCKSIZE])
+ total_sent += sent
+
+ def shutdown(self):
+ with self._raise_on_error():
+ Security.SSLClose(self.context)
+
+ def close(self):
+ # TODO: should I do clean shutdown here? Do I have to?
+ if self._makefile_refs < 1:
+ self._closed = True
+ if self.context:
+ CoreFoundation.CFRelease(self.context)
+ self.context = None
+ if self._client_cert_chain:
+ CoreFoundation.CFRelease(self._client_cert_chain)
+ self._client_cert_chain = None
+ if self._keychain:
+ Security.SecKeychainDelete(self._keychain)
+ CoreFoundation.CFRelease(self._keychain)
+ shutil.rmtree(self._keychain_dir)
+ self._keychain = self._keychain_dir = None
+ return self.socket.close()
+ else:
+ self._makefile_refs -= 1
+
+ def getpeercert(self, binary_form=False):
+ # Urgh, annoying.
+ #
+ # Here's how we do this:
+ #
+ # 1. Call SSLCopyPeerTrust to get hold of the trust object for this
+ # connection.
+ # 2. Call SecTrustGetCertificateAtIndex for index 0 to get the leaf.
+ # 3. To get the CN, call SecCertificateCopyCommonName and process that
+ # string so that it's of the appropriate type.
+ # 4. To get the SAN, we need to do something a bit more complex:
+ # a. Call SecCertificateCopyValues to get the data, requesting
+ # kSecOIDSubjectAltName.
+ # b. Mess about with this dictionary to try to get the SANs out.
+ #
+ # This is gross. Really gross. It's going to be a few hundred LoC extra
+ # just to repeat something that SecureTransport can *already do*. So my
+ # operating assumption at this time is that what we want to do is
+ # instead to just flag to urllib3 that it shouldn't do its own hostname
+ # validation when using SecureTransport.
+ if not binary_form:
+ raise ValueError("SecureTransport only supports dumping binary certs")
+ trust = Security.SecTrustRef()
+ certdata = None
+ der_bytes = None
+
+ try:
+ # Grab the trust store.
+ result = Security.SSLCopyPeerTrust(self.context, ctypes.byref(trust))
+ _assert_no_error(result)
+ if not trust:
+ # Probably we haven't done the handshake yet. No biggie.
+ return None
+
+ cert_count = Security.SecTrustGetCertificateCount(trust)
+ if not cert_count:
+ # Also a case that might happen if we haven't handshaked.
+ # Handshook? Handshaken?
+ return None
+
+ leaf = Security.SecTrustGetCertificateAtIndex(trust, 0)
+ assert leaf
+
+ # Ok, now we want the DER bytes.
+ certdata = Security.SecCertificateCopyData(leaf)
+ assert certdata
+
+ data_length = CoreFoundation.CFDataGetLength(certdata)
+ data_buffer = CoreFoundation.CFDataGetBytePtr(certdata)
+ der_bytes = ctypes.string_at(data_buffer, data_length)
+ finally:
+ if certdata:
+ CoreFoundation.CFRelease(certdata)
+ if trust:
+ CoreFoundation.CFRelease(trust)
+
+ return der_bytes
+
+ def version(self):
+ protocol = Security.SSLProtocol()
+ result = Security.SSLGetNegotiatedProtocolVersion(
+ self.context, ctypes.byref(protocol)
+ )
+ _assert_no_error(result)
+ if protocol.value == SecurityConst.kTLSProtocol13:
+ raise ssl.SSLError("SecureTransport does not support TLS 1.3")
+ elif protocol.value == SecurityConst.kTLSProtocol12:
+ return "TLSv1.2"
+ elif protocol.value == SecurityConst.kTLSProtocol11:
+ return "TLSv1.1"
+ elif protocol.value == SecurityConst.kTLSProtocol1:
+ return "TLSv1"
+ elif protocol.value == SecurityConst.kSSLProtocol3:
+ return "SSLv3"
+ elif protocol.value == SecurityConst.kSSLProtocol2:
+ return "SSLv2"
+ else:
+ raise ssl.SSLError("Unknown TLS version: %r" % protocol)
+
+ def _reuse(self):
+ self._makefile_refs += 1
+
+ def _drop(self):
+ if self._makefile_refs < 1:
+ self.close()
+ else:
+ self._makefile_refs -= 1
+
+
+if _fileobject: # Platform-specific: Python 2
+
+ def makefile(self, mode, bufsize=-1):
+ self._makefile_refs += 1
+ return _fileobject(self, mode, bufsize, close=True)
+
+else: # Platform-specific: Python 3
+
+ def makefile(self, mode="r", buffering=None, *args, **kwargs):
+ # We disable buffering with SecureTransport because it conflicts with
+ # the buffering that ST does internally (see issue #1153 for more).
+ buffering = 0
+ return backport_makefile(self, mode, buffering, *args, **kwargs)
+
+
+WrappedSocket.makefile = makefile
+
+
+class SecureTransportContext(object):
+ """
+ I am a wrapper class for the SecureTransport library, to translate the
+ interface of the standard library ``SSLContext`` object to calls into
+ SecureTransport.
+ """
+
+ def __init__(self, protocol):
+ self._min_version, self._max_version = _protocol_to_min_max[protocol]
+ self._options = 0
+ self._verify = False
+ self._trust_bundle = None
+ self._client_cert = None
+ self._client_key = None
+ self._client_key_passphrase = None
+ self._alpn_protocols = None
+
+ @property
+ def check_hostname(self):
+ """
+ SecureTransport cannot have its hostname checking disabled. For more,
+ see the comment on getpeercert() in this file.
+ """
+ return True
+
+ @check_hostname.setter
+ def check_hostname(self, value):
+ """
+ SecureTransport cannot have its hostname checking disabled. For more,
+ see the comment on getpeercert() in this file.
+ """
+ pass
+
+ @property
+ def options(self):
+ # TODO: Well, crap.
+ #
+ # So this is the bit of the code that is the most likely to cause us
+ # trouble. Essentially we need to enumerate all of the SSL options that
+ # users might want to use and try to see if we can sensibly translate
+ # them, or whether we should just ignore them.
+ return self._options
+
+ @options.setter
+ def options(self, value):
+ # TODO: Update in line with above.
+ self._options = value
+
+ @property
+ def verify_mode(self):
+ return ssl.CERT_REQUIRED if self._verify else ssl.CERT_NONE
+
+ @verify_mode.setter
+ def verify_mode(self, value):
+ self._verify = True if value == ssl.CERT_REQUIRED else False
+
+ def set_default_verify_paths(self):
+ # So, this has to do something a bit weird. Specifically, what it does
+ # is nothing.
+ #
+ # This means that, if we had previously had load_verify_locations
+ # called, this does not undo that. We need to do that because it turns
+ # out that the rest of the urllib3 code will attempt to load the
+ # default verify paths if it hasn't been told about any paths, even if
+ # the context itself was sometime earlier. We resolve that by just
+ # ignoring it.
+ pass
+
+ def load_default_certs(self):
+ return self.set_default_verify_paths()
+
+ def set_ciphers(self, ciphers):
+ # For now, we just require the default cipher string.
+ if ciphers != util.ssl_.DEFAULT_CIPHERS:
+ raise ValueError("SecureTransport doesn't support custom cipher strings")
+
+ def load_verify_locations(self, cafile=None, capath=None, cadata=None):
+ # OK, we only really support cadata and cafile.
+ if capath is not None:
+ raise ValueError("SecureTransport does not support cert directories")
+
+ # Raise if cafile does not exist.
+ if cafile is not None:
+ with open(cafile):
+ pass
+
+ self._trust_bundle = cafile or cadata
+
+ def load_cert_chain(self, certfile, keyfile=None, password=None):
+ self._client_cert = certfile
+ self._client_key = keyfile
+ self._client_cert_passphrase = password
+
+ def set_alpn_protocols(self, protocols):
+ """
+ Sets the ALPN protocols that will later be set on the context.
+
+ Raises a NotImplementedError if ALPN is not supported.
+ """
+ if not hasattr(Security, "SSLSetALPNProtocols"):
+ raise NotImplementedError(
+ "SecureTransport supports ALPN only in macOS 10.12+"
+ )
+ self._alpn_protocols = [six.ensure_binary(p) for p in protocols]
+
+ def wrap_socket(
+ self,
+ sock,
+ server_side=False,
+ do_handshake_on_connect=True,
+ suppress_ragged_eofs=True,
+ server_hostname=None,
+ ):
+ # So, what do we do here? Firstly, we assert some properties. This is a
+ # stripped down shim, so there is some functionality we don't support.
+ # See PEP 543 for the real deal.
+ assert not server_side
+ assert do_handshake_on_connect
+ assert suppress_ragged_eofs
+
+ # Ok, we're good to go. Now we want to create the wrapped socket object
+ # and store it in the appropriate place.
+ wrapped_socket = WrappedSocket(sock)
+
+ # Now we can handshake
+ wrapped_socket.handshake(
+ server_hostname,
+ self._verify,
+ self._trust_bundle,
+ self._min_version,
+ self._max_version,
+ self._client_cert,
+ self._client_key,
+ self._client_key_passphrase,
+ self._alpn_protocols,
+ )
+ return wrapped_socket
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/socks.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/socks.py
new file mode 100644
index 0000000000000000000000000000000000000000..c326e80dd117458ff6e71741ca57359629b05ae4
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/contrib/socks.py
@@ -0,0 +1,216 @@
+# -*- coding: utf-8 -*-
+"""
+This module contains provisional support for SOCKS proxies from within
+urllib3. This module supports SOCKS4, SOCKS4A (an extension of SOCKS4), and
+SOCKS5. To enable its functionality, either install PySocks or install this
+module with the ``socks`` extra.
+
+The SOCKS implementation supports the full range of urllib3 features. It also
+supports the following SOCKS features:
+
+- SOCKS4A (``proxy_url='socks4a://...``)
+- SOCKS4 (``proxy_url='socks4://...``)
+- SOCKS5 with remote DNS (``proxy_url='socks5h://...``)
+- SOCKS5 with local DNS (``proxy_url='socks5://...``)
+- Usernames and passwords for the SOCKS proxy
+
+.. note::
+ It is recommended to use ``socks5h://`` or ``socks4a://`` schemes in
+ your ``proxy_url`` to ensure that DNS resolution is done from the remote
+ server instead of client-side when connecting to a domain name.
+
+SOCKS4 supports IPv4 and domain names with the SOCKS4A extension. SOCKS5
+supports IPv4, IPv6, and domain names.
+
+When connecting to a SOCKS4 proxy the ``username`` portion of the ``proxy_url``
+will be sent as the ``userid`` section of the SOCKS request:
+
+.. code-block:: python
+
+ proxy_url="socks4a://@proxy-host"
+
+When connecting to a SOCKS5 proxy the ``username`` and ``password`` portion
+of the ``proxy_url`` will be sent as the username/password to authenticate
+with the proxy:
+
+.. code-block:: python
+
+ proxy_url="socks5h://:@proxy-host"
+
+"""
+from __future__ import absolute_import
+
+try:
+ import socks
+except ImportError:
+ import warnings
+
+ from ..exceptions import DependencyWarning
+
+ warnings.warn(
+ (
+ "SOCKS support in urllib3 requires the installation of optional "
+ "dependencies: specifically, PySocks. For more information, see "
+ "https://urllib3.readthedocs.io/en/1.26.x/contrib.html#socks-proxies"
+ ),
+ DependencyWarning,
+ )
+ raise
+
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+from ..connection import HTTPConnection, HTTPSConnection
+from ..connectionpool import HTTPConnectionPool, HTTPSConnectionPool
+from ..exceptions import ConnectTimeoutError, NewConnectionError
+from ..poolmanager import PoolManager
+from ..util.url import parse_url
+
+try:
+ import ssl
+except ImportError:
+ ssl = None
+
+
+class SOCKSConnection(HTTPConnection):
+ """
+ A plain-text HTTP connection that connects via a SOCKS proxy.
+ """
+
+ def __init__(self, *args, **kwargs):
+ self._socks_options = kwargs.pop("_socks_options")
+ super(SOCKSConnection, self).__init__(*args, **kwargs)
+
+ def _new_conn(self):
+ """
+ Establish a new connection via the SOCKS proxy.
+ """
+ extra_kw = {}
+ if self.source_address:
+ extra_kw["source_address"] = self.source_address
+
+ if self.socket_options:
+ extra_kw["socket_options"] = self.socket_options
+
+ try:
+ conn = socks.create_connection(
+ (self.host, self.port),
+ proxy_type=self._socks_options["socks_version"],
+ proxy_addr=self._socks_options["proxy_host"],
+ proxy_port=self._socks_options["proxy_port"],
+ proxy_username=self._socks_options["username"],
+ proxy_password=self._socks_options["password"],
+ proxy_rdns=self._socks_options["rdns"],
+ timeout=self.timeout,
+ **extra_kw
+ )
+
+ except SocketTimeout:
+ raise ConnectTimeoutError(
+ self,
+ "Connection to %s timed out. (connect timeout=%s)"
+ % (self.host, self.timeout),
+ )
+
+ except socks.ProxyError as e:
+ # This is fragile as hell, but it seems to be the only way to raise
+ # useful errors here.
+ if e.socket_err:
+ error = e.socket_err
+ if isinstance(error, SocketTimeout):
+ raise ConnectTimeoutError(
+ self,
+ "Connection to %s timed out. (connect timeout=%s)"
+ % (self.host, self.timeout),
+ )
+ else:
+ raise NewConnectionError(
+ self, "Failed to establish a new connection: %s" % error
+ )
+ else:
+ raise NewConnectionError(
+ self, "Failed to establish a new connection: %s" % e
+ )
+
+ except SocketError as e: # Defensive: PySocks should catch all these.
+ raise NewConnectionError(
+ self, "Failed to establish a new connection: %s" % e
+ )
+
+ return conn
+
+
+# We don't need to duplicate the Verified/Unverified distinction from
+# urllib3/connection.py here because the HTTPSConnection will already have been
+# correctly set to either the Verified or Unverified form by that module. This
+# means the SOCKSHTTPSConnection will automatically be the correct type.
+class SOCKSHTTPSConnection(SOCKSConnection, HTTPSConnection):
+ pass
+
+
+class SOCKSHTTPConnectionPool(HTTPConnectionPool):
+ ConnectionCls = SOCKSConnection
+
+
+class SOCKSHTTPSConnectionPool(HTTPSConnectionPool):
+ ConnectionCls = SOCKSHTTPSConnection
+
+
+class SOCKSProxyManager(PoolManager):
+ """
+ A version of the urllib3 ProxyManager that routes connections via the
+ defined SOCKS proxy.
+ """
+
+ pool_classes_by_scheme = {
+ "http": SOCKSHTTPConnectionPool,
+ "https": SOCKSHTTPSConnectionPool,
+ }
+
+ def __init__(
+ self,
+ proxy_url,
+ username=None,
+ password=None,
+ num_pools=10,
+ headers=None,
+ **connection_pool_kw
+ ):
+ parsed = parse_url(proxy_url)
+
+ if username is None and password is None and parsed.auth is not None:
+ split = parsed.auth.split(":")
+ if len(split) == 2:
+ username, password = split
+ if parsed.scheme == "socks5":
+ socks_version = socks.PROXY_TYPE_SOCKS5
+ rdns = False
+ elif parsed.scheme == "socks5h":
+ socks_version = socks.PROXY_TYPE_SOCKS5
+ rdns = True
+ elif parsed.scheme == "socks4":
+ socks_version = socks.PROXY_TYPE_SOCKS4
+ rdns = False
+ elif parsed.scheme == "socks4a":
+ socks_version = socks.PROXY_TYPE_SOCKS4
+ rdns = True
+ else:
+ raise ValueError("Unable to determine SOCKS version from %s" % proxy_url)
+
+ self.proxy_url = proxy_url
+
+ socks_options = {
+ "socks_version": socks_version,
+ "proxy_host": parsed.host,
+ "proxy_port": parsed.port,
+ "username": username,
+ "password": password,
+ "rdns": rdns,
+ }
+ connection_pool_kw["_socks_options"] = socks_options
+
+ super(SOCKSProxyManager, self).__init__(
+ num_pools, headers, **connection_pool_kw
+ )
+
+ self.pool_classes_by_scheme = SOCKSProxyManager.pool_classes_by_scheme
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/exceptions.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/exceptions.py
new file mode 100644
index 0000000000000000000000000000000000000000..cba6f3f560f71b3b15ab6aaf21dde4f1bba1bd00
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/exceptions.py
@@ -0,0 +1,323 @@
+from __future__ import absolute_import
+
+from .packages.six.moves.http_client import IncompleteRead as httplib_IncompleteRead
+
+# Base Exceptions
+
+
+class HTTPError(Exception):
+ """Base exception used by this module."""
+
+ pass
+
+
+class HTTPWarning(Warning):
+ """Base warning used by this module."""
+
+ pass
+
+
+class PoolError(HTTPError):
+ """Base exception for errors caused within a pool."""
+
+ def __init__(self, pool, message):
+ self.pool = pool
+ HTTPError.__init__(self, "%s: %s" % (pool, message))
+
+ def __reduce__(self):
+ # For pickling purposes.
+ return self.__class__, (None, None)
+
+
+class RequestError(PoolError):
+ """Base exception for PoolErrors that have associated URLs."""
+
+ def __init__(self, pool, url, message):
+ self.url = url
+ PoolError.__init__(self, pool, message)
+
+ def __reduce__(self):
+ # For pickling purposes.
+ return self.__class__, (None, self.url, None)
+
+
+class SSLError(HTTPError):
+ """Raised when SSL certificate fails in an HTTPS connection."""
+
+ pass
+
+
+class ProxyError(HTTPError):
+ """Raised when the connection to a proxy fails."""
+
+ def __init__(self, message, error, *args):
+ super(ProxyError, self).__init__(message, error, *args)
+ self.original_error = error
+
+
+class DecodeError(HTTPError):
+ """Raised when automatic decoding based on Content-Type fails."""
+
+ pass
+
+
+class ProtocolError(HTTPError):
+ """Raised when something unexpected happens mid-request/response."""
+
+ pass
+
+
+#: Renamed to ProtocolError but aliased for backwards compatibility.
+ConnectionError = ProtocolError
+
+
+# Leaf Exceptions
+
+
+class MaxRetryError(RequestError):
+ """Raised when the maximum number of retries is exceeded.
+
+ :param pool: The connection pool
+ :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool`
+ :param string url: The requested Url
+ :param exceptions.Exception reason: The underlying error
+
+ """
+
+ def __init__(self, pool, url, reason=None):
+ self.reason = reason
+
+ message = "Max retries exceeded with url: %s (Caused by %r)" % (url, reason)
+
+ RequestError.__init__(self, pool, url, message)
+
+
+class HostChangedError(RequestError):
+ """Raised when an existing pool gets a request for a foreign host."""
+
+ def __init__(self, pool, url, retries=3):
+ message = "Tried to open a foreign host with url: %s" % url
+ RequestError.__init__(self, pool, url, message)
+ self.retries = retries
+
+
+class TimeoutStateError(HTTPError):
+ """Raised when passing an invalid state to a timeout"""
+
+ pass
+
+
+class TimeoutError(HTTPError):
+ """Raised when a socket timeout error occurs.
+
+ Catching this error will catch both :exc:`ReadTimeoutErrors
+ ` and :exc:`ConnectTimeoutErrors `.
+ """
+
+ pass
+
+
+class ReadTimeoutError(TimeoutError, RequestError):
+ """Raised when a socket timeout occurs while receiving data from a server"""
+
+ pass
+
+
+# This timeout error does not have a URL attached and needs to inherit from the
+# base HTTPError
+class ConnectTimeoutError(TimeoutError):
+ """Raised when a socket timeout occurs while connecting to a server"""
+
+ pass
+
+
+class NewConnectionError(ConnectTimeoutError, PoolError):
+ """Raised when we fail to establish a new connection. Usually ECONNREFUSED."""
+
+ pass
+
+
+class EmptyPoolError(PoolError):
+ """Raised when a pool runs out of connections and no more are allowed."""
+
+ pass
+
+
+class ClosedPoolError(PoolError):
+ """Raised when a request enters a pool after the pool has been closed."""
+
+ pass
+
+
+class LocationValueError(ValueError, HTTPError):
+ """Raised when there is something wrong with a given URL input."""
+
+ pass
+
+
+class LocationParseError(LocationValueError):
+ """Raised when get_host or similar fails to parse the URL input."""
+
+ def __init__(self, location):
+ message = "Failed to parse: %s" % location
+ HTTPError.__init__(self, message)
+
+ self.location = location
+
+
+class URLSchemeUnknown(LocationValueError):
+ """Raised when a URL input has an unsupported scheme."""
+
+ def __init__(self, scheme):
+ message = "Not supported URL scheme %s" % scheme
+ super(URLSchemeUnknown, self).__init__(message)
+
+ self.scheme = scheme
+
+
+class ResponseError(HTTPError):
+ """Used as a container for an error reason supplied in a MaxRetryError."""
+
+ GENERIC_ERROR = "too many error responses"
+ SPECIFIC_ERROR = "too many {status_code} error responses"
+
+
+class SecurityWarning(HTTPWarning):
+ """Warned when performing security reducing actions"""
+
+ pass
+
+
+class SubjectAltNameWarning(SecurityWarning):
+ """Warned when connecting to a host with a certificate missing a SAN."""
+
+ pass
+
+
+class InsecureRequestWarning(SecurityWarning):
+ """Warned when making an unverified HTTPS request."""
+
+ pass
+
+
+class SystemTimeWarning(SecurityWarning):
+ """Warned when system time is suspected to be wrong"""
+
+ pass
+
+
+class InsecurePlatformWarning(SecurityWarning):
+ """Warned when certain TLS/SSL configuration is not available on a platform."""
+
+ pass
+
+
+class SNIMissingWarning(HTTPWarning):
+ """Warned when making a HTTPS request without SNI available."""
+
+ pass
+
+
+class DependencyWarning(HTTPWarning):
+ """
+ Warned when an attempt is made to import a module with missing optional
+ dependencies.
+ """
+
+ pass
+
+
+class ResponseNotChunked(ProtocolError, ValueError):
+ """Response needs to be chunked in order to read it as chunks."""
+
+ pass
+
+
+class BodyNotHttplibCompatible(HTTPError):
+ """
+ Body should be :class:`http.client.HTTPResponse` like
+ (have an fp attribute which returns raw chunks) for read_chunked().
+ """
+
+ pass
+
+
+class IncompleteRead(HTTPError, httplib_IncompleteRead):
+ """
+ Response length doesn't match expected Content-Length
+
+ Subclass of :class:`http.client.IncompleteRead` to allow int value
+ for ``partial`` to avoid creating large objects on streamed reads.
+ """
+
+ def __init__(self, partial, expected):
+ super(IncompleteRead, self).__init__(partial, expected)
+
+ def __repr__(self):
+ return "IncompleteRead(%i bytes read, %i more expected)" % (
+ self.partial,
+ self.expected,
+ )
+
+
+class InvalidChunkLength(HTTPError, httplib_IncompleteRead):
+ """Invalid chunk length in a chunked response."""
+
+ def __init__(self, response, length):
+ super(InvalidChunkLength, self).__init__(
+ response.tell(), response.length_remaining
+ )
+ self.response = response
+ self.length = length
+
+ def __repr__(self):
+ return "InvalidChunkLength(got length %r, %i bytes read)" % (
+ self.length,
+ self.partial,
+ )
+
+
+class InvalidHeader(HTTPError):
+ """The header provided was somehow invalid."""
+
+ pass
+
+
+class ProxySchemeUnknown(AssertionError, URLSchemeUnknown):
+ """ProxyManager does not support the supplied scheme"""
+
+ # TODO(t-8ch): Stop inheriting from AssertionError in v2.0.
+
+ def __init__(self, scheme):
+ # 'localhost' is here because our URL parser parses
+ # localhost:8080 -> scheme=localhost, remove if we fix this.
+ if scheme == "localhost":
+ scheme = None
+ if scheme is None:
+ message = "Proxy URL had no scheme, should start with http:// or https://"
+ else:
+ message = (
+ "Proxy URL had unsupported scheme %s, should use http:// or https://"
+ % scheme
+ )
+ super(ProxySchemeUnknown, self).__init__(message)
+
+
+class ProxySchemeUnsupported(ValueError):
+ """Fetching HTTPS resources through HTTPS proxies is unsupported"""
+
+ pass
+
+
+class HeaderParsingError(HTTPError):
+ """Raised by assert_header_parsing, but we convert it to a log.warning statement."""
+
+ def __init__(self, defects, unparsed_data):
+ message = "%s, unparsed data: %r" % (defects or "Unknown", unparsed_data)
+ super(HeaderParsingError, self).__init__(message)
+
+
+class UnrewindableBodyError(HTTPError):
+ """urllib3 encountered an error when trying to rewind a body"""
+
+ pass
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/fields.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/fields.py
new file mode 100644
index 0000000000000000000000000000000000000000..9d630f491d9a39644ae65564dac88eb51f0bbe78
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/fields.py
@@ -0,0 +1,274 @@
+from __future__ import absolute_import
+
+import email.utils
+import mimetypes
+import re
+
+from .packages import six
+
+
+def guess_content_type(filename, default="application/octet-stream"):
+ """
+ Guess the "Content-Type" of a file.
+
+ :param filename:
+ The filename to guess the "Content-Type" of using :mod:`mimetypes`.
+ :param default:
+ If no "Content-Type" can be guessed, default to `default`.
+ """
+ if filename:
+ return mimetypes.guess_type(filename)[0] or default
+ return default
+
+
+def format_header_param_rfc2231(name, value):
+ """
+ Helper function to format and quote a single header parameter using the
+ strategy defined in RFC 2231.
+
+ Particularly useful for header parameters which might contain
+ non-ASCII values, like file names. This follows
+ `RFC 2388 Section 4.4 `_.
+
+ :param name:
+ The name of the parameter, a string expected to be ASCII only.
+ :param value:
+ The value of the parameter, provided as ``bytes`` or `str``.
+ :ret:
+ An RFC-2231-formatted unicode string.
+ """
+ if isinstance(value, six.binary_type):
+ value = value.decode("utf-8")
+
+ if not any(ch in value for ch in '"\\\r\n'):
+ result = u'%s="%s"' % (name, value)
+ try:
+ result.encode("ascii")
+ except (UnicodeEncodeError, UnicodeDecodeError):
+ pass
+ else:
+ return result
+
+ if six.PY2: # Python 2:
+ value = value.encode("utf-8")
+
+ # encode_rfc2231 accepts an encoded string and returns an ascii-encoded
+ # string in Python 2 but accepts and returns unicode strings in Python 3
+ value = email.utils.encode_rfc2231(value, "utf-8")
+ value = "%s*=%s" % (name, value)
+
+ if six.PY2: # Python 2:
+ value = value.decode("utf-8")
+
+ return value
+
+
+_HTML5_REPLACEMENTS = {
+ u"\u0022": u"%22",
+ # Replace "\" with "\\".
+ u"\u005C": u"\u005C\u005C",
+}
+
+# All control characters from 0x00 to 0x1F *except* 0x1B.
+_HTML5_REPLACEMENTS.update(
+ {
+ six.unichr(cc): u"%{:02X}".format(cc)
+ for cc in range(0x00, 0x1F + 1)
+ if cc not in (0x1B,)
+ }
+)
+
+
+def _replace_multiple(value, needles_and_replacements):
+ def replacer(match):
+ return needles_and_replacements[match.group(0)]
+
+ pattern = re.compile(
+ r"|".join([re.escape(needle) for needle in needles_and_replacements.keys()])
+ )
+
+ result = pattern.sub(replacer, value)
+
+ return result
+
+
+def format_header_param_html5(name, value):
+ """
+ Helper function to format and quote a single header parameter using the
+ HTML5 strategy.
+
+ Particularly useful for header parameters which might contain
+ non-ASCII values, like file names. This follows the `HTML5 Working Draft
+ Section 4.10.22.7`_ and matches the behavior of curl and modern browsers.
+
+ .. _HTML5 Working Draft Section 4.10.22.7:
+ https://w3c.github.io/html/sec-forms.html#multipart-form-data
+
+ :param name:
+ The name of the parameter, a string expected to be ASCII only.
+ :param value:
+ The value of the parameter, provided as ``bytes`` or `str``.
+ :ret:
+ A unicode string, stripped of troublesome characters.
+ """
+ if isinstance(value, six.binary_type):
+ value = value.decode("utf-8")
+
+ value = _replace_multiple(value, _HTML5_REPLACEMENTS)
+
+ return u'%s="%s"' % (name, value)
+
+
+# For backwards-compatibility.
+format_header_param = format_header_param_html5
+
+
+class RequestField(object):
+ """
+ A data container for request body parameters.
+
+ :param name:
+ The name of this request field. Must be unicode.
+ :param data:
+ The data/value body.
+ :param filename:
+ An optional filename of the request field. Must be unicode.
+ :param headers:
+ An optional dict-like object of headers to initially use for the field.
+ :param header_formatter:
+ An optional callable that is used to encode and format the headers. By
+ default, this is :func:`format_header_param_html5`.
+ """
+
+ def __init__(
+ self,
+ name,
+ data,
+ filename=None,
+ headers=None,
+ header_formatter=format_header_param_html5,
+ ):
+ self._name = name
+ self._filename = filename
+ self.data = data
+ self.headers = {}
+ if headers:
+ self.headers = dict(headers)
+ self.header_formatter = header_formatter
+
+ @classmethod
+ def from_tuples(cls, fieldname, value, header_formatter=format_header_param_html5):
+ """
+ A :class:`~urllib3.fields.RequestField` factory from old-style tuple parameters.
+
+ Supports constructing :class:`~urllib3.fields.RequestField` from
+ parameter of key/value strings AND key/filetuple. A filetuple is a
+ (filename, data, MIME type) tuple where the MIME type is optional.
+ For example::
+
+ 'foo': 'bar',
+ 'fakefile': ('foofile.txt', 'contents of foofile'),
+ 'realfile': ('barfile.txt', open('realfile').read()),
+ 'typedfile': ('bazfile.bin', open('bazfile').read(), 'image/jpeg'),
+ 'nonamefile': 'contents of nonamefile field',
+
+ Field names and filenames must be unicode.
+ """
+ if isinstance(value, tuple):
+ if len(value) == 3:
+ filename, data, content_type = value
+ else:
+ filename, data = value
+ content_type = guess_content_type(filename)
+ else:
+ filename = None
+ content_type = None
+ data = value
+
+ request_param = cls(
+ fieldname, data, filename=filename, header_formatter=header_formatter
+ )
+ request_param.make_multipart(content_type=content_type)
+
+ return request_param
+
+ def _render_part(self, name, value):
+ """
+ Overridable helper function to format a single header parameter. By
+ default, this calls ``self.header_formatter``.
+
+ :param name:
+ The name of the parameter, a string expected to be ASCII only.
+ :param value:
+ The value of the parameter, provided as a unicode string.
+ """
+
+ return self.header_formatter(name, value)
+
+ def _render_parts(self, header_parts):
+ """
+ Helper function to format and quote a single header.
+
+ Useful for single headers that are composed of multiple items. E.g.,
+ 'Content-Disposition' fields.
+
+ :param header_parts:
+ A sequence of (k, v) tuples or a :class:`dict` of (k, v) to format
+ as `k1="v1"; k2="v2"; ...`.
+ """
+ parts = []
+ iterable = header_parts
+ if isinstance(header_parts, dict):
+ iterable = header_parts.items()
+
+ for name, value in iterable:
+ if value is not None:
+ parts.append(self._render_part(name, value))
+
+ return u"; ".join(parts)
+
+ def render_headers(self):
+ """
+ Renders the headers for this request field.
+ """
+ lines = []
+
+ sort_keys = ["Content-Disposition", "Content-Type", "Content-Location"]
+ for sort_key in sort_keys:
+ if self.headers.get(sort_key, False):
+ lines.append(u"%s: %s" % (sort_key, self.headers[sort_key]))
+
+ for header_name, header_value in self.headers.items():
+ if header_name not in sort_keys:
+ if header_value:
+ lines.append(u"%s: %s" % (header_name, header_value))
+
+ lines.append(u"\r\n")
+ return u"\r\n".join(lines)
+
+ def make_multipart(
+ self, content_disposition=None, content_type=None, content_location=None
+ ):
+ """
+ Makes this request field into a multipart request field.
+
+ This method overrides "Content-Disposition", "Content-Type" and
+ "Content-Location" headers to the request parameter.
+
+ :param content_type:
+ The 'Content-Type' of the request body.
+ :param content_location:
+ The 'Content-Location' of the request body.
+
+ """
+ self.headers["Content-Disposition"] = content_disposition or u"form-data"
+ self.headers["Content-Disposition"] += u"; ".join(
+ [
+ u"",
+ self._render_parts(
+ ((u"name", self._name), (u"filename", self._filename))
+ ),
+ ]
+ )
+ self.headers["Content-Type"] = content_type
+ self.headers["Content-Location"] = content_location
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/filepost.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/filepost.py
new file mode 100644
index 0000000000000000000000000000000000000000..36c9252c647e67bc7353c523152568b993c1331f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/filepost.py
@@ -0,0 +1,98 @@
+from __future__ import absolute_import
+
+import binascii
+import codecs
+import os
+from io import BytesIO
+
+from .fields import RequestField
+from .packages import six
+from .packages.six import b
+
+writer = codecs.lookup("utf-8")[3]
+
+
+def choose_boundary():
+ """
+ Our embarrassingly-simple replacement for mimetools.choose_boundary.
+ """
+ boundary = binascii.hexlify(os.urandom(16))
+ if not six.PY2:
+ boundary = boundary.decode("ascii")
+ return boundary
+
+
+def iter_field_objects(fields):
+ """
+ Iterate over fields.
+
+ Supports list of (k, v) tuples and dicts, and lists of
+ :class:`~urllib3.fields.RequestField`.
+
+ """
+ if isinstance(fields, dict):
+ i = six.iteritems(fields)
+ else:
+ i = iter(fields)
+
+ for field in i:
+ if isinstance(field, RequestField):
+ yield field
+ else:
+ yield RequestField.from_tuples(*field)
+
+
+def iter_fields(fields):
+ """
+ .. deprecated:: 1.6
+
+ Iterate over fields.
+
+ The addition of :class:`~urllib3.fields.RequestField` makes this function
+ obsolete. Instead, use :func:`iter_field_objects`, which returns
+ :class:`~urllib3.fields.RequestField` objects.
+
+ Supports list of (k, v) tuples and dicts.
+ """
+ if isinstance(fields, dict):
+ return ((k, v) for k, v in six.iteritems(fields))
+
+ return ((k, v) for k, v in fields)
+
+
+def encode_multipart_formdata(fields, boundary=None):
+ """
+ Encode a dictionary of ``fields`` using the multipart/form-data MIME format.
+
+ :param fields:
+ Dictionary of fields or list of (key, :class:`~urllib3.fields.RequestField`).
+
+ :param boundary:
+ If not specified, then a random boundary will be generated using
+ :func:`urllib3.filepost.choose_boundary`.
+ """
+ body = BytesIO()
+ if boundary is None:
+ boundary = choose_boundary()
+
+ for field in iter_field_objects(fields):
+ body.write(b("--%s\r\n" % (boundary)))
+
+ writer(body).write(field.render_headers())
+ data = field.data
+
+ if isinstance(data, int):
+ data = str(data) # Backwards compatibility
+
+ if isinstance(data, six.text_type):
+ writer(body).write(data)
+ else:
+ body.write(data)
+
+ body.write(b"\r\n")
+
+ body.write(b("--%s--\r\n" % (boundary)))
+
+ content_type = str("multipart/form-data; boundary=%s" % boundary)
+
+ return body.getvalue(), content_type
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/makefile.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/makefile.py
new file mode 100644
index 0000000000000000000000000000000000000000..b8fb2154b6d0618b62281578e5e947bca487cee4
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/makefile.py
@@ -0,0 +1,51 @@
+# -*- coding: utf-8 -*-
+"""
+backports.makefile
+~~~~~~~~~~~~~~~~~~
+
+Backports the Python 3 ``socket.makefile`` method for use with anything that
+wants to create a "fake" socket object.
+"""
+import io
+from socket import SocketIO
+
+
+def backport_makefile(
+ self, mode="r", buffering=None, encoding=None, errors=None, newline=None
+):
+ """
+ Backport of ``socket.makefile`` from Python 3.5.
+ """
+ if not set(mode) <= {"r", "w", "b"}:
+ raise ValueError("invalid mode %r (only r, w, b allowed)" % (mode,))
+ writing = "w" in mode
+ reading = "r" in mode or not writing
+ assert reading or writing
+ binary = "b" in mode
+ rawmode = ""
+ if reading:
+ rawmode += "r"
+ if writing:
+ rawmode += "w"
+ raw = SocketIO(self, rawmode)
+ self._makefile_refs += 1
+ if buffering is None:
+ buffering = -1
+ if buffering < 0:
+ buffering = io.DEFAULT_BUFFER_SIZE
+ if buffering == 0:
+ if not binary:
+ raise ValueError("unbuffered streams must be binary")
+ return raw
+ if reading and writing:
+ buffer = io.BufferedRWPair(raw, raw, buffering)
+ elif reading:
+ buffer = io.BufferedReader(raw, buffering)
+ else:
+ assert writing
+ buffer = io.BufferedWriter(raw, buffering)
+ if binary:
+ return buffer
+ text = io.TextIOWrapper(buffer, encoding, errors, newline)
+ text.mode = mode
+ return text
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/weakref_finalize.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/weakref_finalize.py
new file mode 100644
index 0000000000000000000000000000000000000000..a2f2966e5496601787d138e9004fbb3d2ce9b64c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/backports/weakref_finalize.py
@@ -0,0 +1,155 @@
+# -*- coding: utf-8 -*-
+"""
+backports.weakref_finalize
+~~~~~~~~~~~~~~~~~~
+
+Backports the Python 3 ``weakref.finalize`` method.
+"""
+from __future__ import absolute_import
+
+import itertools
+import sys
+from weakref import ref
+
+__all__ = ["weakref_finalize"]
+
+
+class weakref_finalize(object):
+ """Class for finalization of weakrefable objects
+ finalize(obj, func, *args, **kwargs) returns a callable finalizer
+ object which will be called when obj is garbage collected. The
+ first time the finalizer is called it evaluates func(*arg, **kwargs)
+ and returns the result. After this the finalizer is dead, and
+ calling it just returns None.
+ When the program exits any remaining finalizers for which the
+ atexit attribute is true will be run in reverse order of creation.
+ By default atexit is true.
+ """
+
+ # Finalizer objects don't have any state of their own. They are
+ # just used as keys to lookup _Info objects in the registry. This
+ # ensures that they cannot be part of a ref-cycle.
+
+ __slots__ = ()
+ _registry = {}
+ _shutdown = False
+ _index_iter = itertools.count()
+ _dirty = False
+ _registered_with_atexit = False
+
+ class _Info(object):
+ __slots__ = ("weakref", "func", "args", "kwargs", "atexit", "index")
+
+ def __init__(self, obj, func, *args, **kwargs):
+ if not self._registered_with_atexit:
+ # We may register the exit function more than once because
+ # of a thread race, but that is harmless
+ import atexit
+
+ atexit.register(self._exitfunc)
+ weakref_finalize._registered_with_atexit = True
+ info = self._Info()
+ info.weakref = ref(obj, self)
+ info.func = func
+ info.args = args
+ info.kwargs = kwargs or None
+ info.atexit = True
+ info.index = next(self._index_iter)
+ self._registry[self] = info
+ weakref_finalize._dirty = True
+
+ def __call__(self, _=None):
+ """If alive then mark as dead and return func(*args, **kwargs);
+ otherwise return None"""
+ info = self._registry.pop(self, None)
+ if info and not self._shutdown:
+ return info.func(*info.args, **(info.kwargs or {}))
+
+ def detach(self):
+ """If alive then mark as dead and return (obj, func, args, kwargs);
+ otherwise return None"""
+ info = self._registry.get(self)
+ obj = info and info.weakref()
+ if obj is not None and self._registry.pop(self, None):
+ return (obj, info.func, info.args, info.kwargs or {})
+
+ def peek(self):
+ """If alive then return (obj, func, args, kwargs);
+ otherwise return None"""
+ info = self._registry.get(self)
+ obj = info and info.weakref()
+ if obj is not None:
+ return (obj, info.func, info.args, info.kwargs or {})
+
+ @property
+ def alive(self):
+ """Whether finalizer is alive"""
+ return self in self._registry
+
+ @property
+ def atexit(self):
+ """Whether finalizer should be called at exit"""
+ info = self._registry.get(self)
+ return bool(info) and info.atexit
+
+ @atexit.setter
+ def atexit(self, value):
+ info = self._registry.get(self)
+ if info:
+ info.atexit = bool(value)
+
+ def __repr__(self):
+ info = self._registry.get(self)
+ obj = info and info.weakref()
+ if obj is None:
+ return "<%s object at %#x; dead>" % (type(self).__name__, id(self))
+ else:
+ return "<%s object at %#x; for %r at %#x>" % (
+ type(self).__name__,
+ id(self),
+ type(obj).__name__,
+ id(obj),
+ )
+
+ @classmethod
+ def _select_for_exit(cls):
+ # Return live finalizers marked for exit, oldest first
+ L = [(f, i) for (f, i) in cls._registry.items() if i.atexit]
+ L.sort(key=lambda item: item[1].index)
+ return [f for (f, i) in L]
+
+ @classmethod
+ def _exitfunc(cls):
+ # At shutdown invoke finalizers for which atexit is true.
+ # This is called once all other non-daemonic threads have been
+ # joined.
+ reenable_gc = False
+ try:
+ if cls._registry:
+ import gc
+
+ if gc.isenabled():
+ reenable_gc = True
+ gc.disable()
+ pending = None
+ while True:
+ if pending is None or weakref_finalize._dirty:
+ pending = cls._select_for_exit()
+ weakref_finalize._dirty = False
+ if not pending:
+ break
+ f = pending.pop()
+ try:
+ # gc is disabled, so (assuming no daemonic
+ # threads) the following is the only line in
+ # this function which might trigger creation
+ # of a new finalizer
+ f()
+ except Exception:
+ sys.excepthook(*sys.exc_info())
+ assert f not in cls._registry
+ finally:
+ # prevent any more finalizers from executing during shutdown
+ weakref_finalize._shutdown = True
+ if reenable_gc:
+ gc.enable()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/six.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/six.py
new file mode 100644
index 0000000000000000000000000000000000000000..f099a3dcd28d2fec21457c9b6c01ded4e3e9ddee
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/packages/six.py
@@ -0,0 +1,1076 @@
+# Copyright (c) 2010-2020 Benjamin Peterson
+#
+# 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.
+
+"""Utilities for writing code that runs on Python 2 and 3"""
+
+from __future__ import absolute_import
+
+import functools
+import itertools
+import operator
+import sys
+import types
+
+__author__ = "Benjamin Peterson "
+__version__ = "1.16.0"
+
+
+# Useful for very coarse version differentiation.
+PY2 = sys.version_info[0] == 2
+PY3 = sys.version_info[0] == 3
+PY34 = sys.version_info[0:2] >= (3, 4)
+
+if PY3:
+ string_types = (str,)
+ integer_types = (int,)
+ class_types = (type,)
+ text_type = str
+ binary_type = bytes
+
+ MAXSIZE = sys.maxsize
+else:
+ string_types = (basestring,)
+ integer_types = (int, long)
+ class_types = (type, types.ClassType)
+ text_type = unicode
+ binary_type = str
+
+ if sys.platform.startswith("java"):
+ # Jython always uses 32 bits.
+ MAXSIZE = int((1 << 31) - 1)
+ else:
+ # It's possible to have sizeof(long) != sizeof(Py_ssize_t).
+ class X(object):
+ def __len__(self):
+ return 1 << 31
+
+ try:
+ len(X())
+ except OverflowError:
+ # 32-bit
+ MAXSIZE = int((1 << 31) - 1)
+ else:
+ # 64-bit
+ MAXSIZE = int((1 << 63) - 1)
+ del X
+
+if PY34:
+ from importlib.util import spec_from_loader
+else:
+ spec_from_loader = None
+
+
+def _add_doc(func, doc):
+ """Add documentation to a function."""
+ func.__doc__ = doc
+
+
+def _import_module(name):
+ """Import module, returning the module after the last dot."""
+ __import__(name)
+ return sys.modules[name]
+
+
+class _LazyDescr(object):
+ def __init__(self, name):
+ self.name = name
+
+ def __get__(self, obj, tp):
+ result = self._resolve()
+ setattr(obj, self.name, result) # Invokes __set__.
+ try:
+ # This is a bit ugly, but it avoids running this again by
+ # removing this descriptor.
+ delattr(obj.__class__, self.name)
+ except AttributeError:
+ pass
+ return result
+
+
+class MovedModule(_LazyDescr):
+ def __init__(self, name, old, new=None):
+ super(MovedModule, self).__init__(name)
+ if PY3:
+ if new is None:
+ new = name
+ self.mod = new
+ else:
+ self.mod = old
+
+ def _resolve(self):
+ return _import_module(self.mod)
+
+ def __getattr__(self, attr):
+ _module = self._resolve()
+ value = getattr(_module, attr)
+ setattr(self, attr, value)
+ return value
+
+
+class _LazyModule(types.ModuleType):
+ def __init__(self, name):
+ super(_LazyModule, self).__init__(name)
+ self.__doc__ = self.__class__.__doc__
+
+ def __dir__(self):
+ attrs = ["__doc__", "__name__"]
+ attrs += [attr.name for attr in self._moved_attributes]
+ return attrs
+
+ # Subclasses should override this
+ _moved_attributes = []
+
+
+class MovedAttribute(_LazyDescr):
+ def __init__(self, name, old_mod, new_mod, old_attr=None, new_attr=None):
+ super(MovedAttribute, self).__init__(name)
+ if PY3:
+ if new_mod is None:
+ new_mod = name
+ self.mod = new_mod
+ if new_attr is None:
+ if old_attr is None:
+ new_attr = name
+ else:
+ new_attr = old_attr
+ self.attr = new_attr
+ else:
+ self.mod = old_mod
+ if old_attr is None:
+ old_attr = name
+ self.attr = old_attr
+
+ def _resolve(self):
+ module = _import_module(self.mod)
+ return getattr(module, self.attr)
+
+
+class _SixMetaPathImporter(object):
+
+ """
+ A meta path importer to import six.moves and its submodules.
+
+ This class implements a PEP302 finder and loader. It should be compatible
+ with Python 2.5 and all existing versions of Python3
+ """
+
+ def __init__(self, six_module_name):
+ self.name = six_module_name
+ self.known_modules = {}
+
+ def _add_module(self, mod, *fullnames):
+ for fullname in fullnames:
+ self.known_modules[self.name + "." + fullname] = mod
+
+ def _get_module(self, fullname):
+ return self.known_modules[self.name + "." + fullname]
+
+ def find_module(self, fullname, path=None):
+ if fullname in self.known_modules:
+ return self
+ return None
+
+ def find_spec(self, fullname, path, target=None):
+ if fullname in self.known_modules:
+ return spec_from_loader(fullname, self)
+ return None
+
+ def __get_module(self, fullname):
+ try:
+ return self.known_modules[fullname]
+ except KeyError:
+ raise ImportError("This loader does not know module " + fullname)
+
+ def load_module(self, fullname):
+ try:
+ # in case of a reload
+ return sys.modules[fullname]
+ except KeyError:
+ pass
+ mod = self.__get_module(fullname)
+ if isinstance(mod, MovedModule):
+ mod = mod._resolve()
+ else:
+ mod.__loader__ = self
+ sys.modules[fullname] = mod
+ return mod
+
+ def is_package(self, fullname):
+ """
+ Return true, if the named module is a package.
+
+ We need this method to get correct spec objects with
+ Python 3.4 (see PEP451)
+ """
+ return hasattr(self.__get_module(fullname), "__path__")
+
+ def get_code(self, fullname):
+ """Return None
+
+ Required, if is_package is implemented"""
+ self.__get_module(fullname) # eventually raises ImportError
+ return None
+
+ get_source = get_code # same as get_code
+
+ def create_module(self, spec):
+ return self.load_module(spec.name)
+
+ def exec_module(self, module):
+ pass
+
+
+_importer = _SixMetaPathImporter(__name__)
+
+
+class _MovedItems(_LazyModule):
+
+ """Lazy loading of moved objects"""
+
+ __path__ = [] # mark as package
+
+
+_moved_attributes = [
+ MovedAttribute("cStringIO", "cStringIO", "io", "StringIO"),
+ MovedAttribute("filter", "itertools", "builtins", "ifilter", "filter"),
+ MovedAttribute(
+ "filterfalse", "itertools", "itertools", "ifilterfalse", "filterfalse"
+ ),
+ MovedAttribute("input", "__builtin__", "builtins", "raw_input", "input"),
+ MovedAttribute("intern", "__builtin__", "sys"),
+ MovedAttribute("map", "itertools", "builtins", "imap", "map"),
+ MovedAttribute("getcwd", "os", "os", "getcwdu", "getcwd"),
+ MovedAttribute("getcwdb", "os", "os", "getcwd", "getcwdb"),
+ MovedAttribute("getoutput", "commands", "subprocess"),
+ MovedAttribute("range", "__builtin__", "builtins", "xrange", "range"),
+ MovedAttribute(
+ "reload_module", "__builtin__", "importlib" if PY34 else "imp", "reload"
+ ),
+ MovedAttribute("reduce", "__builtin__", "functools"),
+ MovedAttribute("shlex_quote", "pipes", "shlex", "quote"),
+ MovedAttribute("StringIO", "StringIO", "io"),
+ MovedAttribute("UserDict", "UserDict", "collections"),
+ MovedAttribute("UserList", "UserList", "collections"),
+ MovedAttribute("UserString", "UserString", "collections"),
+ MovedAttribute("xrange", "__builtin__", "builtins", "xrange", "range"),
+ MovedAttribute("zip", "itertools", "builtins", "izip", "zip"),
+ MovedAttribute(
+ "zip_longest", "itertools", "itertools", "izip_longest", "zip_longest"
+ ),
+ MovedModule("builtins", "__builtin__"),
+ MovedModule("configparser", "ConfigParser"),
+ MovedModule(
+ "collections_abc",
+ "collections",
+ "collections.abc" if sys.version_info >= (3, 3) else "collections",
+ ),
+ MovedModule("copyreg", "copy_reg"),
+ MovedModule("dbm_gnu", "gdbm", "dbm.gnu"),
+ MovedModule("dbm_ndbm", "dbm", "dbm.ndbm"),
+ MovedModule(
+ "_dummy_thread",
+ "dummy_thread",
+ "_dummy_thread" if sys.version_info < (3, 9) else "_thread",
+ ),
+ MovedModule("http_cookiejar", "cookielib", "http.cookiejar"),
+ MovedModule("http_cookies", "Cookie", "http.cookies"),
+ MovedModule("html_entities", "htmlentitydefs", "html.entities"),
+ MovedModule("html_parser", "HTMLParser", "html.parser"),
+ MovedModule("http_client", "httplib", "http.client"),
+ MovedModule("email_mime_base", "email.MIMEBase", "email.mime.base"),
+ MovedModule("email_mime_image", "email.MIMEImage", "email.mime.image"),
+ MovedModule("email_mime_multipart", "email.MIMEMultipart", "email.mime.multipart"),
+ MovedModule(
+ "email_mime_nonmultipart", "email.MIMENonMultipart", "email.mime.nonmultipart"
+ ),
+ MovedModule("email_mime_text", "email.MIMEText", "email.mime.text"),
+ MovedModule("BaseHTTPServer", "BaseHTTPServer", "http.server"),
+ MovedModule("CGIHTTPServer", "CGIHTTPServer", "http.server"),
+ MovedModule("SimpleHTTPServer", "SimpleHTTPServer", "http.server"),
+ MovedModule("cPickle", "cPickle", "pickle"),
+ MovedModule("queue", "Queue"),
+ MovedModule("reprlib", "repr"),
+ MovedModule("socketserver", "SocketServer"),
+ MovedModule("_thread", "thread", "_thread"),
+ MovedModule("tkinter", "Tkinter"),
+ MovedModule("tkinter_dialog", "Dialog", "tkinter.dialog"),
+ MovedModule("tkinter_filedialog", "FileDialog", "tkinter.filedialog"),
+ MovedModule("tkinter_scrolledtext", "ScrolledText", "tkinter.scrolledtext"),
+ MovedModule("tkinter_simpledialog", "SimpleDialog", "tkinter.simpledialog"),
+ MovedModule("tkinter_tix", "Tix", "tkinter.tix"),
+ MovedModule("tkinter_ttk", "ttk", "tkinter.ttk"),
+ MovedModule("tkinter_constants", "Tkconstants", "tkinter.constants"),
+ MovedModule("tkinter_dnd", "Tkdnd", "tkinter.dnd"),
+ MovedModule("tkinter_colorchooser", "tkColorChooser", "tkinter.colorchooser"),
+ MovedModule("tkinter_commondialog", "tkCommonDialog", "tkinter.commondialog"),
+ MovedModule("tkinter_tkfiledialog", "tkFileDialog", "tkinter.filedialog"),
+ MovedModule("tkinter_font", "tkFont", "tkinter.font"),
+ MovedModule("tkinter_messagebox", "tkMessageBox", "tkinter.messagebox"),
+ MovedModule("tkinter_tksimpledialog", "tkSimpleDialog", "tkinter.simpledialog"),
+ MovedModule("urllib_parse", __name__ + ".moves.urllib_parse", "urllib.parse"),
+ MovedModule("urllib_error", __name__ + ".moves.urllib_error", "urllib.error"),
+ MovedModule("urllib", __name__ + ".moves.urllib", __name__ + ".moves.urllib"),
+ MovedModule("urllib_robotparser", "robotparser", "urllib.robotparser"),
+ MovedModule("xmlrpc_client", "xmlrpclib", "xmlrpc.client"),
+ MovedModule("xmlrpc_server", "SimpleXMLRPCServer", "xmlrpc.server"),
+]
+# Add windows specific modules.
+if sys.platform == "win32":
+ _moved_attributes += [
+ MovedModule("winreg", "_winreg"),
+ ]
+
+for attr in _moved_attributes:
+ setattr(_MovedItems, attr.name, attr)
+ if isinstance(attr, MovedModule):
+ _importer._add_module(attr, "moves." + attr.name)
+del attr
+
+_MovedItems._moved_attributes = _moved_attributes
+
+moves = _MovedItems(__name__ + ".moves")
+_importer._add_module(moves, "moves")
+
+
+class Module_six_moves_urllib_parse(_LazyModule):
+
+ """Lazy loading of moved objects in six.moves.urllib_parse"""
+
+
+_urllib_parse_moved_attributes = [
+ MovedAttribute("ParseResult", "urlparse", "urllib.parse"),
+ MovedAttribute("SplitResult", "urlparse", "urllib.parse"),
+ MovedAttribute("parse_qs", "urlparse", "urllib.parse"),
+ MovedAttribute("parse_qsl", "urlparse", "urllib.parse"),
+ MovedAttribute("urldefrag", "urlparse", "urllib.parse"),
+ MovedAttribute("urljoin", "urlparse", "urllib.parse"),
+ MovedAttribute("urlparse", "urlparse", "urllib.parse"),
+ MovedAttribute("urlsplit", "urlparse", "urllib.parse"),
+ MovedAttribute("urlunparse", "urlparse", "urllib.parse"),
+ MovedAttribute("urlunsplit", "urlparse", "urllib.parse"),
+ MovedAttribute("quote", "urllib", "urllib.parse"),
+ MovedAttribute("quote_plus", "urllib", "urllib.parse"),
+ MovedAttribute("unquote", "urllib", "urllib.parse"),
+ MovedAttribute("unquote_plus", "urllib", "urllib.parse"),
+ MovedAttribute(
+ "unquote_to_bytes", "urllib", "urllib.parse", "unquote", "unquote_to_bytes"
+ ),
+ MovedAttribute("urlencode", "urllib", "urllib.parse"),
+ MovedAttribute("splitquery", "urllib", "urllib.parse"),
+ MovedAttribute("splittag", "urllib", "urllib.parse"),
+ MovedAttribute("splituser", "urllib", "urllib.parse"),
+ MovedAttribute("splitvalue", "urllib", "urllib.parse"),
+ MovedAttribute("uses_fragment", "urlparse", "urllib.parse"),
+ MovedAttribute("uses_netloc", "urlparse", "urllib.parse"),
+ MovedAttribute("uses_params", "urlparse", "urllib.parse"),
+ MovedAttribute("uses_query", "urlparse", "urllib.parse"),
+ MovedAttribute("uses_relative", "urlparse", "urllib.parse"),
+]
+for attr in _urllib_parse_moved_attributes:
+ setattr(Module_six_moves_urllib_parse, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_parse._moved_attributes = _urllib_parse_moved_attributes
+
+_importer._add_module(
+ Module_six_moves_urllib_parse(__name__ + ".moves.urllib_parse"),
+ "moves.urllib_parse",
+ "moves.urllib.parse",
+)
+
+
+class Module_six_moves_urllib_error(_LazyModule):
+
+ """Lazy loading of moved objects in six.moves.urllib_error"""
+
+
+_urllib_error_moved_attributes = [
+ MovedAttribute("URLError", "urllib2", "urllib.error"),
+ MovedAttribute("HTTPError", "urllib2", "urllib.error"),
+ MovedAttribute("ContentTooShortError", "urllib", "urllib.error"),
+]
+for attr in _urllib_error_moved_attributes:
+ setattr(Module_six_moves_urllib_error, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_error._moved_attributes = _urllib_error_moved_attributes
+
+_importer._add_module(
+ Module_six_moves_urllib_error(__name__ + ".moves.urllib.error"),
+ "moves.urllib_error",
+ "moves.urllib.error",
+)
+
+
+class Module_six_moves_urllib_request(_LazyModule):
+
+ """Lazy loading of moved objects in six.moves.urllib_request"""
+
+
+_urllib_request_moved_attributes = [
+ MovedAttribute("urlopen", "urllib2", "urllib.request"),
+ MovedAttribute("install_opener", "urllib2", "urllib.request"),
+ MovedAttribute("build_opener", "urllib2", "urllib.request"),
+ MovedAttribute("pathname2url", "urllib", "urllib.request"),
+ MovedAttribute("url2pathname", "urllib", "urllib.request"),
+ MovedAttribute("getproxies", "urllib", "urllib.request"),
+ MovedAttribute("Request", "urllib2", "urllib.request"),
+ MovedAttribute("OpenerDirector", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPDefaultErrorHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPRedirectHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPCookieProcessor", "urllib2", "urllib.request"),
+ MovedAttribute("ProxyHandler", "urllib2", "urllib.request"),
+ MovedAttribute("BaseHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPPasswordMgr", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPPasswordMgrWithDefaultRealm", "urllib2", "urllib.request"),
+ MovedAttribute("AbstractBasicAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPBasicAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("ProxyBasicAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("AbstractDigestAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPDigestAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("ProxyDigestAuthHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPSHandler", "urllib2", "urllib.request"),
+ MovedAttribute("FileHandler", "urllib2", "urllib.request"),
+ MovedAttribute("FTPHandler", "urllib2", "urllib.request"),
+ MovedAttribute("CacheFTPHandler", "urllib2", "urllib.request"),
+ MovedAttribute("UnknownHandler", "urllib2", "urllib.request"),
+ MovedAttribute("HTTPErrorProcessor", "urllib2", "urllib.request"),
+ MovedAttribute("urlretrieve", "urllib", "urllib.request"),
+ MovedAttribute("urlcleanup", "urllib", "urllib.request"),
+ MovedAttribute("URLopener", "urllib", "urllib.request"),
+ MovedAttribute("FancyURLopener", "urllib", "urllib.request"),
+ MovedAttribute("proxy_bypass", "urllib", "urllib.request"),
+ MovedAttribute("parse_http_list", "urllib2", "urllib.request"),
+ MovedAttribute("parse_keqv_list", "urllib2", "urllib.request"),
+]
+for attr in _urllib_request_moved_attributes:
+ setattr(Module_six_moves_urllib_request, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_request._moved_attributes = _urllib_request_moved_attributes
+
+_importer._add_module(
+ Module_six_moves_urllib_request(__name__ + ".moves.urllib.request"),
+ "moves.urllib_request",
+ "moves.urllib.request",
+)
+
+
+class Module_six_moves_urllib_response(_LazyModule):
+
+ """Lazy loading of moved objects in six.moves.urllib_response"""
+
+
+_urllib_response_moved_attributes = [
+ MovedAttribute("addbase", "urllib", "urllib.response"),
+ MovedAttribute("addclosehook", "urllib", "urllib.response"),
+ MovedAttribute("addinfo", "urllib", "urllib.response"),
+ MovedAttribute("addinfourl", "urllib", "urllib.response"),
+]
+for attr in _urllib_response_moved_attributes:
+ setattr(Module_six_moves_urllib_response, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_response._moved_attributes = _urllib_response_moved_attributes
+
+_importer._add_module(
+ Module_six_moves_urllib_response(__name__ + ".moves.urllib.response"),
+ "moves.urllib_response",
+ "moves.urllib.response",
+)
+
+
+class Module_six_moves_urllib_robotparser(_LazyModule):
+
+ """Lazy loading of moved objects in six.moves.urllib_robotparser"""
+
+
+_urllib_robotparser_moved_attributes = [
+ MovedAttribute("RobotFileParser", "robotparser", "urllib.robotparser"),
+]
+for attr in _urllib_robotparser_moved_attributes:
+ setattr(Module_six_moves_urllib_robotparser, attr.name, attr)
+del attr
+
+Module_six_moves_urllib_robotparser._moved_attributes = (
+ _urllib_robotparser_moved_attributes
+)
+
+_importer._add_module(
+ Module_six_moves_urllib_robotparser(__name__ + ".moves.urllib.robotparser"),
+ "moves.urllib_robotparser",
+ "moves.urllib.robotparser",
+)
+
+
+class Module_six_moves_urllib(types.ModuleType):
+
+ """Create a six.moves.urllib namespace that resembles the Python 3 namespace"""
+
+ __path__ = [] # mark as package
+ parse = _importer._get_module("moves.urllib_parse")
+ error = _importer._get_module("moves.urllib_error")
+ request = _importer._get_module("moves.urllib_request")
+ response = _importer._get_module("moves.urllib_response")
+ robotparser = _importer._get_module("moves.urllib_robotparser")
+
+ def __dir__(self):
+ return ["parse", "error", "request", "response", "robotparser"]
+
+
+_importer._add_module(
+ Module_six_moves_urllib(__name__ + ".moves.urllib"), "moves.urllib"
+)
+
+
+def add_move(move):
+ """Add an item to six.moves."""
+ setattr(_MovedItems, move.name, move)
+
+
+def remove_move(name):
+ """Remove item from six.moves."""
+ try:
+ delattr(_MovedItems, name)
+ except AttributeError:
+ try:
+ del moves.__dict__[name]
+ except KeyError:
+ raise AttributeError("no such move, %r" % (name,))
+
+
+if PY3:
+ _meth_func = "__func__"
+ _meth_self = "__self__"
+
+ _func_closure = "__closure__"
+ _func_code = "__code__"
+ _func_defaults = "__defaults__"
+ _func_globals = "__globals__"
+else:
+ _meth_func = "im_func"
+ _meth_self = "im_self"
+
+ _func_closure = "func_closure"
+ _func_code = "func_code"
+ _func_defaults = "func_defaults"
+ _func_globals = "func_globals"
+
+
+try:
+ advance_iterator = next
+except NameError:
+
+ def advance_iterator(it):
+ return it.next()
+
+
+next = advance_iterator
+
+
+try:
+ callable = callable
+except NameError:
+
+ def callable(obj):
+ return any("__call__" in klass.__dict__ for klass in type(obj).__mro__)
+
+
+if PY3:
+
+ def get_unbound_function(unbound):
+ return unbound
+
+ create_bound_method = types.MethodType
+
+ def create_unbound_method(func, cls):
+ return func
+
+ Iterator = object
+else:
+
+ def get_unbound_function(unbound):
+ return unbound.im_func
+
+ def create_bound_method(func, obj):
+ return types.MethodType(func, obj, obj.__class__)
+
+ def create_unbound_method(func, cls):
+ return types.MethodType(func, None, cls)
+
+ class Iterator(object):
+ def next(self):
+ return type(self).__next__(self)
+
+ callable = callable
+_add_doc(
+ get_unbound_function, """Get the function out of a possibly unbound function"""
+)
+
+
+get_method_function = operator.attrgetter(_meth_func)
+get_method_self = operator.attrgetter(_meth_self)
+get_function_closure = operator.attrgetter(_func_closure)
+get_function_code = operator.attrgetter(_func_code)
+get_function_defaults = operator.attrgetter(_func_defaults)
+get_function_globals = operator.attrgetter(_func_globals)
+
+
+if PY3:
+
+ def iterkeys(d, **kw):
+ return iter(d.keys(**kw))
+
+ def itervalues(d, **kw):
+ return iter(d.values(**kw))
+
+ def iteritems(d, **kw):
+ return iter(d.items(**kw))
+
+ def iterlists(d, **kw):
+ return iter(d.lists(**kw))
+
+ viewkeys = operator.methodcaller("keys")
+
+ viewvalues = operator.methodcaller("values")
+
+ viewitems = operator.methodcaller("items")
+else:
+
+ def iterkeys(d, **kw):
+ return d.iterkeys(**kw)
+
+ def itervalues(d, **kw):
+ return d.itervalues(**kw)
+
+ def iteritems(d, **kw):
+ return d.iteritems(**kw)
+
+ def iterlists(d, **kw):
+ return d.iterlists(**kw)
+
+ viewkeys = operator.methodcaller("viewkeys")
+
+ viewvalues = operator.methodcaller("viewvalues")
+
+ viewitems = operator.methodcaller("viewitems")
+
+_add_doc(iterkeys, "Return an iterator over the keys of a dictionary.")
+_add_doc(itervalues, "Return an iterator over the values of a dictionary.")
+_add_doc(iteritems, "Return an iterator over the (key, value) pairs of a dictionary.")
+_add_doc(
+ iterlists, "Return an iterator over the (key, [values]) pairs of a dictionary."
+)
+
+
+if PY3:
+
+ def b(s):
+ return s.encode("latin-1")
+
+ def u(s):
+ return s
+
+ unichr = chr
+ import struct
+
+ int2byte = struct.Struct(">B").pack
+ del struct
+ byte2int = operator.itemgetter(0)
+ indexbytes = operator.getitem
+ iterbytes = iter
+ import io
+
+ StringIO = io.StringIO
+ BytesIO = io.BytesIO
+ del io
+ _assertCountEqual = "assertCountEqual"
+ if sys.version_info[1] <= 1:
+ _assertRaisesRegex = "assertRaisesRegexp"
+ _assertRegex = "assertRegexpMatches"
+ _assertNotRegex = "assertNotRegexpMatches"
+ else:
+ _assertRaisesRegex = "assertRaisesRegex"
+ _assertRegex = "assertRegex"
+ _assertNotRegex = "assertNotRegex"
+else:
+
+ def b(s):
+ return s
+
+ # Workaround for standalone backslash
+
+ def u(s):
+ return unicode(s.replace(r"\\", r"\\\\"), "unicode_escape")
+
+ unichr = unichr
+ int2byte = chr
+
+ def byte2int(bs):
+ return ord(bs[0])
+
+ def indexbytes(buf, i):
+ return ord(buf[i])
+
+ iterbytes = functools.partial(itertools.imap, ord)
+ import StringIO
+
+ StringIO = BytesIO = StringIO.StringIO
+ _assertCountEqual = "assertItemsEqual"
+ _assertRaisesRegex = "assertRaisesRegexp"
+ _assertRegex = "assertRegexpMatches"
+ _assertNotRegex = "assertNotRegexpMatches"
+_add_doc(b, """Byte literal""")
+_add_doc(u, """Text literal""")
+
+
+def assertCountEqual(self, *args, **kwargs):
+ return getattr(self, _assertCountEqual)(*args, **kwargs)
+
+
+def assertRaisesRegex(self, *args, **kwargs):
+ return getattr(self, _assertRaisesRegex)(*args, **kwargs)
+
+
+def assertRegex(self, *args, **kwargs):
+ return getattr(self, _assertRegex)(*args, **kwargs)
+
+
+def assertNotRegex(self, *args, **kwargs):
+ return getattr(self, _assertNotRegex)(*args, **kwargs)
+
+
+if PY3:
+ exec_ = getattr(moves.builtins, "exec")
+
+ def reraise(tp, value, tb=None):
+ try:
+ if value is None:
+ value = tp()
+ if value.__traceback__ is not tb:
+ raise value.with_traceback(tb)
+ raise value
+ finally:
+ value = None
+ tb = None
+
+else:
+
+ def exec_(_code_, _globs_=None, _locs_=None):
+ """Execute code in a namespace."""
+ if _globs_ is None:
+ frame = sys._getframe(1)
+ _globs_ = frame.f_globals
+ if _locs_ is None:
+ _locs_ = frame.f_locals
+ del frame
+ elif _locs_ is None:
+ _locs_ = _globs_
+ exec ("""exec _code_ in _globs_, _locs_""")
+
+ exec_(
+ """def reraise(tp, value, tb=None):
+ try:
+ raise tp, value, tb
+ finally:
+ tb = None
+"""
+ )
+
+
+if sys.version_info[:2] > (3,):
+ exec_(
+ """def raise_from(value, from_value):
+ try:
+ raise value from from_value
+ finally:
+ value = None
+"""
+ )
+else:
+
+ def raise_from(value, from_value):
+ raise value
+
+
+print_ = getattr(moves.builtins, "print", None)
+if print_ is None:
+
+ def print_(*args, **kwargs):
+ """The new-style print function for Python 2.4 and 2.5."""
+ fp = kwargs.pop("file", sys.stdout)
+ if fp is None:
+ return
+
+ def write(data):
+ if not isinstance(data, basestring):
+ data = str(data)
+ # If the file has an encoding, encode unicode with it.
+ if (
+ isinstance(fp, file)
+ and isinstance(data, unicode)
+ and fp.encoding is not None
+ ):
+ errors = getattr(fp, "errors", None)
+ if errors is None:
+ errors = "strict"
+ data = data.encode(fp.encoding, errors)
+ fp.write(data)
+
+ want_unicode = False
+ sep = kwargs.pop("sep", None)
+ if sep is not None:
+ if isinstance(sep, unicode):
+ want_unicode = True
+ elif not isinstance(sep, str):
+ raise TypeError("sep must be None or a string")
+ end = kwargs.pop("end", None)
+ if end is not None:
+ if isinstance(end, unicode):
+ want_unicode = True
+ elif not isinstance(end, str):
+ raise TypeError("end must be None or a string")
+ if kwargs:
+ raise TypeError("invalid keyword arguments to print()")
+ if not want_unicode:
+ for arg in args:
+ if isinstance(arg, unicode):
+ want_unicode = True
+ break
+ if want_unicode:
+ newline = unicode("\n")
+ space = unicode(" ")
+ else:
+ newline = "\n"
+ space = " "
+ if sep is None:
+ sep = space
+ if end is None:
+ end = newline
+ for i, arg in enumerate(args):
+ if i:
+ write(sep)
+ write(arg)
+ write(end)
+
+
+if sys.version_info[:2] < (3, 3):
+ _print = print_
+
+ def print_(*args, **kwargs):
+ fp = kwargs.get("file", sys.stdout)
+ flush = kwargs.pop("flush", False)
+ _print(*args, **kwargs)
+ if flush and fp is not None:
+ fp.flush()
+
+
+_add_doc(reraise, """Reraise an exception.""")
+
+if sys.version_info[0:2] < (3, 4):
+ # This does exactly the same what the :func:`py3:functools.update_wrapper`
+ # function does on Python versions after 3.2. It sets the ``__wrapped__``
+ # attribute on ``wrapper`` object and it doesn't raise an error if any of
+ # the attributes mentioned in ``assigned`` and ``updated`` are missing on
+ # ``wrapped`` object.
+ def _update_wrapper(
+ wrapper,
+ wrapped,
+ assigned=functools.WRAPPER_ASSIGNMENTS,
+ updated=functools.WRAPPER_UPDATES,
+ ):
+ for attr in assigned:
+ try:
+ value = getattr(wrapped, attr)
+ except AttributeError:
+ continue
+ else:
+ setattr(wrapper, attr, value)
+ for attr in updated:
+ getattr(wrapper, attr).update(getattr(wrapped, attr, {}))
+ wrapper.__wrapped__ = wrapped
+ return wrapper
+
+ _update_wrapper.__doc__ = functools.update_wrapper.__doc__
+
+ def wraps(
+ wrapped,
+ assigned=functools.WRAPPER_ASSIGNMENTS,
+ updated=functools.WRAPPER_UPDATES,
+ ):
+ return functools.partial(
+ _update_wrapper, wrapped=wrapped, assigned=assigned, updated=updated
+ )
+
+ wraps.__doc__ = functools.wraps.__doc__
+
+else:
+ wraps = functools.wraps
+
+
+def with_metaclass(meta, *bases):
+ """Create a base class with a metaclass."""
+ # This requires a bit of explanation: the basic idea is to make a dummy
+ # metaclass for one level of class instantiation that replaces itself with
+ # the actual metaclass.
+ class metaclass(type):
+ def __new__(cls, name, this_bases, d):
+ if sys.version_info[:2] >= (3, 7):
+ # This version introduced PEP 560 that requires a bit
+ # of extra care (we mimic what is done by __build_class__).
+ resolved_bases = types.resolve_bases(bases)
+ if resolved_bases is not bases:
+ d["__orig_bases__"] = bases
+ else:
+ resolved_bases = bases
+ return meta(name, resolved_bases, d)
+
+ @classmethod
+ def __prepare__(cls, name, this_bases):
+ return meta.__prepare__(name, bases)
+
+ return type.__new__(metaclass, "temporary_class", (), {})
+
+
+def add_metaclass(metaclass):
+ """Class decorator for creating a class with a metaclass."""
+
+ def wrapper(cls):
+ orig_vars = cls.__dict__.copy()
+ slots = orig_vars.get("__slots__")
+ if slots is not None:
+ if isinstance(slots, str):
+ slots = [slots]
+ for slots_var in slots:
+ orig_vars.pop(slots_var)
+ orig_vars.pop("__dict__", None)
+ orig_vars.pop("__weakref__", None)
+ if hasattr(cls, "__qualname__"):
+ orig_vars["__qualname__"] = cls.__qualname__
+ return metaclass(cls.__name__, cls.__bases__, orig_vars)
+
+ return wrapper
+
+
+def ensure_binary(s, encoding="utf-8", errors="strict"):
+ """Coerce **s** to six.binary_type.
+
+ For Python 2:
+ - `unicode` -> encoded to `str`
+ - `str` -> `str`
+
+ For Python 3:
+ - `str` -> encoded to `bytes`
+ - `bytes` -> `bytes`
+ """
+ if isinstance(s, binary_type):
+ return s
+ if isinstance(s, text_type):
+ return s.encode(encoding, errors)
+ raise TypeError("not expecting type '%s'" % type(s))
+
+
+def ensure_str(s, encoding="utf-8", errors="strict"):
+ """Coerce *s* to `str`.
+
+ For Python 2:
+ - `unicode` -> encoded to `str`
+ - `str` -> `str`
+
+ For Python 3:
+ - `str` -> `str`
+ - `bytes` -> decoded to `str`
+ """
+ # Optimization: Fast return for the common case.
+ if type(s) is str:
+ return s
+ if PY2 and isinstance(s, text_type):
+ return s.encode(encoding, errors)
+ elif PY3 and isinstance(s, binary_type):
+ return s.decode(encoding, errors)
+ elif not isinstance(s, (text_type, binary_type)):
+ raise TypeError("not expecting type '%s'" % type(s))
+ return s
+
+
+def ensure_text(s, encoding="utf-8", errors="strict"):
+ """Coerce *s* to six.text_type.
+
+ For Python 2:
+ - `unicode` -> `unicode`
+ - `str` -> `unicode`
+
+ For Python 3:
+ - `str` -> `str`
+ - `bytes` -> decoded to `str`
+ """
+ if isinstance(s, binary_type):
+ return s.decode(encoding, errors)
+ elif isinstance(s, text_type):
+ return s
+ else:
+ raise TypeError("not expecting type '%s'" % type(s))
+
+
+def python_2_unicode_compatible(klass):
+ """
+ A class decorator that defines __unicode__ and __str__ methods under Python 2.
+ Under Python 3 it does nothing.
+
+ To support Python 2 and 3 with a single code base, define a __str__ method
+ returning text and apply this decorator to the class.
+ """
+ if PY2:
+ if "__str__" not in klass.__dict__:
+ raise ValueError(
+ "@python_2_unicode_compatible cannot be applied "
+ "to %s because it doesn't define __str__()." % klass.__name__
+ )
+ klass.__unicode__ = klass.__str__
+ klass.__str__ = lambda self: self.__unicode__().encode("utf-8")
+ return klass
+
+
+# Complete the moves implementation.
+# This code is at the end of this module to speed up module loading.
+# Turn this module into a package.
+__path__ = [] # required for PEP 302 and PEP 451
+__package__ = __name__ # see PEP 366 @ReservedAssignment
+if globals().get("__spec__") is not None:
+ __spec__.submodule_search_locations = [] # PEP 451 @UndefinedVariable
+# Remove other six meta path importers, since they cause problems. This can
+# happen if six is removed from sys.modules and then reloaded. (Setuptools does
+# this for some reason.)
+if sys.meta_path:
+ for i, importer in enumerate(sys.meta_path):
+ # Here's some real nastiness: Another "instance" of the six module might
+ # be floating around. Therefore, we can't use isinstance() to check for
+ # the six meta path importer, since the other six instance will have
+ # inserted an importer with different class.
+ if (
+ type(importer).__name__ == "_SixMetaPathImporter"
+ and importer.name == __name__
+ ):
+ del sys.meta_path[i]
+ break
+ del i, importer
+# Finally, add the importer to the meta path import hook.
+sys.meta_path.append(_importer)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/poolmanager.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/poolmanager.py
new file mode 100644
index 0000000000000000000000000000000000000000..fb51bf7d96b6f530d5ec847abd3da67d1a052ff0
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/poolmanager.py
@@ -0,0 +1,540 @@
+from __future__ import absolute_import
+
+import collections
+import functools
+import logging
+
+from ._collections import HTTPHeaderDict, RecentlyUsedContainer
+from .connectionpool import HTTPConnectionPool, HTTPSConnectionPool, port_by_scheme
+from .exceptions import (
+ LocationValueError,
+ MaxRetryError,
+ ProxySchemeUnknown,
+ ProxySchemeUnsupported,
+ URLSchemeUnknown,
+)
+from .packages import six
+from .packages.six.moves.urllib.parse import urljoin
+from .request import RequestMethods
+from .util.proxy import connection_requires_http_tunnel
+from .util.retry import Retry
+from .util.url import parse_url
+
+__all__ = ["PoolManager", "ProxyManager", "proxy_from_url"]
+
+
+log = logging.getLogger(__name__)
+
+SSL_KEYWORDS = (
+ "key_file",
+ "cert_file",
+ "cert_reqs",
+ "ca_certs",
+ "ssl_version",
+ "ca_cert_dir",
+ "ssl_context",
+ "key_password",
+ "server_hostname",
+)
+
+# All known keyword arguments that could be provided to the pool manager, its
+# pools, or the underlying connections. This is used to construct a pool key.
+_key_fields = (
+ "key_scheme", # str
+ "key_host", # str
+ "key_port", # int
+ "key_timeout", # int or float or Timeout
+ "key_retries", # int or Retry
+ "key_strict", # bool
+ "key_block", # bool
+ "key_source_address", # str
+ "key_key_file", # str
+ "key_key_password", # str
+ "key_cert_file", # str
+ "key_cert_reqs", # str
+ "key_ca_certs", # str
+ "key_ssl_version", # str
+ "key_ca_cert_dir", # str
+ "key_ssl_context", # instance of ssl.SSLContext or urllib3.util.ssl_.SSLContext
+ "key_maxsize", # int
+ "key_headers", # dict
+ "key__proxy", # parsed proxy url
+ "key__proxy_headers", # dict
+ "key__proxy_config", # class
+ "key_socket_options", # list of (level (int), optname (int), value (int or str)) tuples
+ "key__socks_options", # dict
+ "key_assert_hostname", # bool or string
+ "key_assert_fingerprint", # str
+ "key_server_hostname", # str
+)
+
+#: The namedtuple class used to construct keys for the connection pool.
+#: All custom key schemes should include the fields in this key at a minimum.
+PoolKey = collections.namedtuple("PoolKey", _key_fields)
+
+_proxy_config_fields = ("ssl_context", "use_forwarding_for_https")
+ProxyConfig = collections.namedtuple("ProxyConfig", _proxy_config_fields)
+
+
+def _default_key_normalizer(key_class, request_context):
+ """
+ Create a pool key out of a request context dictionary.
+
+ According to RFC 3986, both the scheme and host are case-insensitive.
+ Therefore, this function normalizes both before constructing the pool
+ key for an HTTPS request. If you wish to change this behaviour, provide
+ alternate callables to ``key_fn_by_scheme``.
+
+ :param key_class:
+ The class to use when constructing the key. This should be a namedtuple
+ with the ``scheme`` and ``host`` keys at a minimum.
+ :type key_class: namedtuple
+ :param request_context:
+ A dictionary-like object that contain the context for a request.
+ :type request_context: dict
+
+ :return: A namedtuple that can be used as a connection pool key.
+ :rtype: PoolKey
+ """
+ # Since we mutate the dictionary, make a copy first
+ context = request_context.copy()
+ context["scheme"] = context["scheme"].lower()
+ context["host"] = context["host"].lower()
+
+ # These are both dictionaries and need to be transformed into frozensets
+ for key in ("headers", "_proxy_headers", "_socks_options"):
+ if key in context and context[key] is not None:
+ context[key] = frozenset(context[key].items())
+
+ # The socket_options key may be a list and needs to be transformed into a
+ # tuple.
+ socket_opts = context.get("socket_options")
+ if socket_opts is not None:
+ context["socket_options"] = tuple(socket_opts)
+
+ # Map the kwargs to the names in the namedtuple - this is necessary since
+ # namedtuples can't have fields starting with '_'.
+ for key in list(context.keys()):
+ context["key_" + key] = context.pop(key)
+
+ # Default to ``None`` for keys missing from the context
+ for field in key_class._fields:
+ if field not in context:
+ context[field] = None
+
+ return key_class(**context)
+
+
+#: A dictionary that maps a scheme to a callable that creates a pool key.
+#: This can be used to alter the way pool keys are constructed, if desired.
+#: Each PoolManager makes a copy of this dictionary so they can be configured
+#: globally here, or individually on the instance.
+key_fn_by_scheme = {
+ "http": functools.partial(_default_key_normalizer, PoolKey),
+ "https": functools.partial(_default_key_normalizer, PoolKey),
+}
+
+pool_classes_by_scheme = {"http": HTTPConnectionPool, "https": HTTPSConnectionPool}
+
+
+class PoolManager(RequestMethods):
+ """
+ Allows for arbitrary requests while transparently keeping track of
+ necessary connection pools for you.
+
+ :param num_pools:
+ Number of connection pools to cache before discarding the least
+ recently used pool.
+
+ :param headers:
+ Headers to include with all requests, unless other headers are given
+ explicitly.
+
+ :param \\**connection_pool_kw:
+ Additional parameters are used to create fresh
+ :class:`urllib3.connectionpool.ConnectionPool` instances.
+
+ Example::
+
+ >>> manager = PoolManager(num_pools=2)
+ >>> r = manager.request('GET', 'http://google.com/')
+ >>> r = manager.request('GET', 'http://google.com/mail')
+ >>> r = manager.request('GET', 'http://yahoo.com/')
+ >>> len(manager.pools)
+ 2
+
+ """
+
+ proxy = None
+ proxy_config = None
+
+ def __init__(self, num_pools=10, headers=None, **connection_pool_kw):
+ RequestMethods.__init__(self, headers)
+ self.connection_pool_kw = connection_pool_kw
+ self.pools = RecentlyUsedContainer(num_pools)
+
+ # Locally set the pool classes and keys so other PoolManagers can
+ # override them.
+ self.pool_classes_by_scheme = pool_classes_by_scheme
+ self.key_fn_by_scheme = key_fn_by_scheme.copy()
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, exc_type, exc_val, exc_tb):
+ self.clear()
+ # Return False to re-raise any potential exceptions
+ return False
+
+ def _new_pool(self, scheme, host, port, request_context=None):
+ """
+ Create a new :class:`urllib3.connectionpool.ConnectionPool` based on host, port, scheme, and
+ any additional pool keyword arguments.
+
+ If ``request_context`` is provided, it is provided as keyword arguments
+ to the pool class used. This method is used to actually create the
+ connection pools handed out by :meth:`connection_from_url` and
+ companion methods. It is intended to be overridden for customization.
+ """
+ pool_cls = self.pool_classes_by_scheme[scheme]
+ if request_context is None:
+ request_context = self.connection_pool_kw.copy()
+
+ # Although the context has everything necessary to create the pool,
+ # this function has historically only used the scheme, host, and port
+ # in the positional args. When an API change is acceptable these can
+ # be removed.
+ for key in ("scheme", "host", "port"):
+ request_context.pop(key, None)
+
+ if scheme == "http":
+ for kw in SSL_KEYWORDS:
+ request_context.pop(kw, None)
+
+ return pool_cls(host, port, **request_context)
+
+ def clear(self):
+ """
+ Empty our store of pools and direct them all to close.
+
+ This will not affect in-flight connections, but they will not be
+ re-used after completion.
+ """
+ self.pools.clear()
+
+ def connection_from_host(self, host, port=None, scheme="http", pool_kwargs=None):
+ """
+ Get a :class:`urllib3.connectionpool.ConnectionPool` based on the host, port, and scheme.
+
+ If ``port`` isn't given, it will be derived from the ``scheme`` using
+ ``urllib3.connectionpool.port_by_scheme``. If ``pool_kwargs`` is
+ provided, it is merged with the instance's ``connection_pool_kw``
+ variable and used to create the new connection pool, if one is
+ needed.
+ """
+
+ if not host:
+ raise LocationValueError("No host specified.")
+
+ request_context = self._merge_pool_kwargs(pool_kwargs)
+ request_context["scheme"] = scheme or "http"
+ if not port:
+ port = port_by_scheme.get(request_context["scheme"].lower(), 80)
+ request_context["port"] = port
+ request_context["host"] = host
+
+ return self.connection_from_context(request_context)
+
+ def connection_from_context(self, request_context):
+ """
+ Get a :class:`urllib3.connectionpool.ConnectionPool` based on the request context.
+
+ ``request_context`` must at least contain the ``scheme`` key and its
+ value must be a key in ``key_fn_by_scheme`` instance variable.
+ """
+ scheme = request_context["scheme"].lower()
+ pool_key_constructor = self.key_fn_by_scheme.get(scheme)
+ if not pool_key_constructor:
+ raise URLSchemeUnknown(scheme)
+ pool_key = pool_key_constructor(request_context)
+
+ return self.connection_from_pool_key(pool_key, request_context=request_context)
+
+ def connection_from_pool_key(self, pool_key, request_context=None):
+ """
+ Get a :class:`urllib3.connectionpool.ConnectionPool` based on the provided pool key.
+
+ ``pool_key`` should be a namedtuple that only contains immutable
+ objects. At a minimum it must have the ``scheme``, ``host``, and
+ ``port`` fields.
+ """
+ with self.pools.lock:
+ # If the scheme, host, or port doesn't match existing open
+ # connections, open a new ConnectionPool.
+ pool = self.pools.get(pool_key)
+ if pool:
+ return pool
+
+ # Make a fresh ConnectionPool of the desired type
+ scheme = request_context["scheme"]
+ host = request_context["host"]
+ port = request_context["port"]
+ pool = self._new_pool(scheme, host, port, request_context=request_context)
+ self.pools[pool_key] = pool
+
+ return pool
+
+ def connection_from_url(self, url, pool_kwargs=None):
+ """
+ Similar to :func:`urllib3.connectionpool.connection_from_url`.
+
+ If ``pool_kwargs`` is not provided and a new pool needs to be
+ constructed, ``self.connection_pool_kw`` is used to initialize
+ the :class:`urllib3.connectionpool.ConnectionPool`. If ``pool_kwargs``
+ is provided, it is used instead. Note that if a new pool does not
+ need to be created for the request, the provided ``pool_kwargs`` are
+ not used.
+ """
+ u = parse_url(url)
+ return self.connection_from_host(
+ u.host, port=u.port, scheme=u.scheme, pool_kwargs=pool_kwargs
+ )
+
+ def _merge_pool_kwargs(self, override):
+ """
+ Merge a dictionary of override values for self.connection_pool_kw.
+
+ This does not modify self.connection_pool_kw and returns a new dict.
+ Any keys in the override dictionary with a value of ``None`` are
+ removed from the merged dictionary.
+ """
+ base_pool_kwargs = self.connection_pool_kw.copy()
+ if override:
+ for key, value in override.items():
+ if value is None:
+ try:
+ del base_pool_kwargs[key]
+ except KeyError:
+ pass
+ else:
+ base_pool_kwargs[key] = value
+ return base_pool_kwargs
+
+ def _proxy_requires_url_absolute_form(self, parsed_url):
+ """
+ Indicates if the proxy requires the complete destination URL in the
+ request. Normally this is only needed when not using an HTTP CONNECT
+ tunnel.
+ """
+ if self.proxy is None:
+ return False
+
+ return not connection_requires_http_tunnel(
+ self.proxy, self.proxy_config, parsed_url.scheme
+ )
+
+ def _validate_proxy_scheme_url_selection(self, url_scheme):
+ """
+ Validates that were not attempting to do TLS in TLS connections on
+ Python2 or with unsupported SSL implementations.
+ """
+ if self.proxy is None or url_scheme != "https":
+ return
+
+ if self.proxy.scheme != "https":
+ return
+
+ if six.PY2 and not self.proxy_config.use_forwarding_for_https:
+ raise ProxySchemeUnsupported(
+ "Contacting HTTPS destinations through HTTPS proxies "
+ "'via CONNECT tunnels' is not supported in Python 2"
+ )
+
+ def urlopen(self, method, url, redirect=True, **kw):
+ """
+ Same as :meth:`urllib3.HTTPConnectionPool.urlopen`
+ with custom cross-host redirect logic and only sends the request-uri
+ portion of the ``url``.
+
+ The given ``url`` parameter must be absolute, such that an appropriate
+ :class:`urllib3.connectionpool.ConnectionPool` can be chosen for it.
+ """
+ u = parse_url(url)
+ self._validate_proxy_scheme_url_selection(u.scheme)
+
+ conn = self.connection_from_host(u.host, port=u.port, scheme=u.scheme)
+
+ kw["assert_same_host"] = False
+ kw["redirect"] = False
+
+ if "headers" not in kw:
+ kw["headers"] = self.headers.copy()
+
+ if self._proxy_requires_url_absolute_form(u):
+ response = conn.urlopen(method, url, **kw)
+ else:
+ response = conn.urlopen(method, u.request_uri, **kw)
+
+ redirect_location = redirect and response.get_redirect_location()
+ if not redirect_location:
+ return response
+
+ # Support relative URLs for redirecting.
+ redirect_location = urljoin(url, redirect_location)
+
+ if response.status == 303:
+ # Change the method according to RFC 9110, Section 15.4.4.
+ method = "GET"
+ # And lose the body not to transfer anything sensitive.
+ kw["body"] = None
+ kw["headers"] = HTTPHeaderDict(kw["headers"])._prepare_for_method_change()
+
+ retries = kw.get("retries")
+ if not isinstance(retries, Retry):
+ retries = Retry.from_int(retries, redirect=redirect)
+
+ # Strip headers marked as unsafe to forward to the redirected location.
+ # Check remove_headers_on_redirect to avoid a potential network call within
+ # conn.is_same_host() which may use socket.gethostbyname() in the future.
+ if retries.remove_headers_on_redirect and not conn.is_same_host(
+ redirect_location
+ ):
+ headers = list(six.iterkeys(kw["headers"]))
+ for header in headers:
+ if header.lower() in retries.remove_headers_on_redirect:
+ kw["headers"].pop(header, None)
+
+ try:
+ retries = retries.increment(method, url, response=response, _pool=conn)
+ except MaxRetryError:
+ if retries.raise_on_redirect:
+ response.drain_conn()
+ raise
+ return response
+
+ kw["retries"] = retries
+ kw["redirect"] = redirect
+
+ log.info("Redirecting %s -> %s", url, redirect_location)
+
+ response.drain_conn()
+ return self.urlopen(method, redirect_location, **kw)
+
+
+class ProxyManager(PoolManager):
+ """
+ Behaves just like :class:`PoolManager`, but sends all requests through
+ the defined proxy, using the CONNECT method for HTTPS URLs.
+
+ :param proxy_url:
+ The URL of the proxy to be used.
+
+ :param proxy_headers:
+ A dictionary containing headers that will be sent to the proxy. In case
+ of HTTP they are being sent with each request, while in the
+ HTTPS/CONNECT case they are sent only once. Could be used for proxy
+ authentication.
+
+ :param proxy_ssl_context:
+ The proxy SSL context is used to establish the TLS connection to the
+ proxy when using HTTPS proxies.
+
+ :param use_forwarding_for_https:
+ (Defaults to False) If set to True will forward requests to the HTTPS
+ proxy to be made on behalf of the client instead of creating a TLS
+ tunnel via the CONNECT method. **Enabling this flag means that request
+ and response headers and content will be visible from the HTTPS proxy**
+ whereas tunneling keeps request and response headers and content
+ private. IP address, target hostname, SNI, and port are always visible
+ to an HTTPS proxy even when this flag is disabled.
+
+ Example:
+ >>> proxy = urllib3.ProxyManager('http://localhost:3128/')
+ >>> r1 = proxy.request('GET', 'http://google.com/')
+ >>> r2 = proxy.request('GET', 'http://httpbin.org/')
+ >>> len(proxy.pools)
+ 1
+ >>> r3 = proxy.request('GET', 'https://httpbin.org/')
+ >>> r4 = proxy.request('GET', 'https://twitter.com/')
+ >>> len(proxy.pools)
+ 3
+
+ """
+
+ def __init__(
+ self,
+ proxy_url,
+ num_pools=10,
+ headers=None,
+ proxy_headers=None,
+ proxy_ssl_context=None,
+ use_forwarding_for_https=False,
+ **connection_pool_kw
+ ):
+
+ if isinstance(proxy_url, HTTPConnectionPool):
+ proxy_url = "%s://%s:%i" % (
+ proxy_url.scheme,
+ proxy_url.host,
+ proxy_url.port,
+ )
+ proxy = parse_url(proxy_url)
+
+ if proxy.scheme not in ("http", "https"):
+ raise ProxySchemeUnknown(proxy.scheme)
+
+ if not proxy.port:
+ port = port_by_scheme.get(proxy.scheme, 80)
+ proxy = proxy._replace(port=port)
+
+ self.proxy = proxy
+ self.proxy_headers = proxy_headers or {}
+ self.proxy_ssl_context = proxy_ssl_context
+ self.proxy_config = ProxyConfig(proxy_ssl_context, use_forwarding_for_https)
+
+ connection_pool_kw["_proxy"] = self.proxy
+ connection_pool_kw["_proxy_headers"] = self.proxy_headers
+ connection_pool_kw["_proxy_config"] = self.proxy_config
+
+ super(ProxyManager, self).__init__(num_pools, headers, **connection_pool_kw)
+
+ def connection_from_host(self, host, port=None, scheme="http", pool_kwargs=None):
+ if scheme == "https":
+ return super(ProxyManager, self).connection_from_host(
+ host, port, scheme, pool_kwargs=pool_kwargs
+ )
+
+ return super(ProxyManager, self).connection_from_host(
+ self.proxy.host, self.proxy.port, self.proxy.scheme, pool_kwargs=pool_kwargs
+ )
+
+ def _set_proxy_headers(self, url, headers=None):
+ """
+ Sets headers needed by proxies: specifically, the Accept and Host
+ headers. Only sets headers not provided by the user.
+ """
+ headers_ = {"Accept": "*/*"}
+
+ netloc = parse_url(url).netloc
+ if netloc:
+ headers_["Host"] = netloc
+
+ if headers:
+ headers_.update(headers)
+ return headers_
+
+ def urlopen(self, method, url, redirect=True, **kw):
+ "Same as HTTP(S)ConnectionPool.urlopen, ``url`` must be absolute."
+ u = parse_url(url)
+ if not connection_requires_http_tunnel(self.proxy, self.proxy_config, u.scheme):
+ # For connections using HTTP CONNECT, httplib sets the necessary
+ # headers on the CONNECT to the proxy. If we're not using CONNECT,
+ # we'll definitely need to set 'Host' at the very least.
+ headers = kw.get("headers", self.headers)
+ kw["headers"] = self._set_proxy_headers(url, headers)
+
+ return super(ProxyManager, self).urlopen(method, url, redirect=redirect, **kw)
+
+
+def proxy_from_url(url, **kw):
+ return ProxyManager(proxy_url=url, **kw)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/request.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/request.py
new file mode 100644
index 0000000000000000000000000000000000000000..3b4cf999225b83c46b930f1fe7cdc63e6ce57129
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/request.py
@@ -0,0 +1,191 @@
+from __future__ import absolute_import
+
+import sys
+
+from .filepost import encode_multipart_formdata
+from .packages import six
+from .packages.six.moves.urllib.parse import urlencode
+
+__all__ = ["RequestMethods"]
+
+
+class RequestMethods(object):
+ """
+ Convenience mixin for classes who implement a :meth:`urlopen` method, such
+ as :class:`urllib3.HTTPConnectionPool` and
+ :class:`urllib3.PoolManager`.
+
+ Provides behavior for making common types of HTTP request methods and
+ decides which type of request field encoding to use.
+
+ Specifically,
+
+ :meth:`.request_encode_url` is for sending requests whose fields are
+ encoded in the URL (such as GET, HEAD, DELETE).
+
+ :meth:`.request_encode_body` is for sending requests whose fields are
+ encoded in the *body* of the request using multipart or www-form-urlencoded
+ (such as for POST, PUT, PATCH).
+
+ :meth:`.request` is for making any kind of request, it will look up the
+ appropriate encoding format and use one of the above two methods to make
+ the request.
+
+ Initializer parameters:
+
+ :param headers:
+ Headers to include with all requests, unless other headers are given
+ explicitly.
+ """
+
+ _encode_url_methods = {"DELETE", "GET", "HEAD", "OPTIONS"}
+
+ def __init__(self, headers=None):
+ self.headers = headers or {}
+
+ def urlopen(
+ self,
+ method,
+ url,
+ body=None,
+ headers=None,
+ encode_multipart=True,
+ multipart_boundary=None,
+ **kw
+ ): # Abstract
+ raise NotImplementedError(
+ "Classes extending RequestMethods must implement "
+ "their own ``urlopen`` method."
+ )
+
+ def request(self, method, url, fields=None, headers=None, **urlopen_kw):
+ """
+ Make a request using :meth:`urlopen` with the appropriate encoding of
+ ``fields`` based on the ``method`` used.
+
+ This is a convenience method that requires the least amount of manual
+ effort. It can be used in most situations, while still having the
+ option to drop down to more specific methods when necessary, such as
+ :meth:`request_encode_url`, :meth:`request_encode_body`,
+ or even the lowest level :meth:`urlopen`.
+ """
+ method = method.upper()
+
+ urlopen_kw["request_url"] = url
+
+ if method in self._encode_url_methods:
+ return self.request_encode_url(
+ method, url, fields=fields, headers=headers, **urlopen_kw
+ )
+ else:
+ return self.request_encode_body(
+ method, url, fields=fields, headers=headers, **urlopen_kw
+ )
+
+ def request_encode_url(self, method, url, fields=None, headers=None, **urlopen_kw):
+ """
+ Make a request using :meth:`urlopen` with the ``fields`` encoded in
+ the url. This is useful for request methods like GET, HEAD, DELETE, etc.
+ """
+ if headers is None:
+ headers = self.headers
+
+ extra_kw = {"headers": headers}
+ extra_kw.update(urlopen_kw)
+
+ if fields:
+ url += "?" + urlencode(fields)
+
+ return self.urlopen(method, url, **extra_kw)
+
+ def request_encode_body(
+ self,
+ method,
+ url,
+ fields=None,
+ headers=None,
+ encode_multipart=True,
+ multipart_boundary=None,
+ **urlopen_kw
+ ):
+ """
+ Make a request using :meth:`urlopen` with the ``fields`` encoded in
+ the body. This is useful for request methods like POST, PUT, PATCH, etc.
+
+ When ``encode_multipart=True`` (default), then
+ :func:`urllib3.encode_multipart_formdata` is used to encode
+ the payload with the appropriate content type. Otherwise
+ :func:`urllib.parse.urlencode` is used with the
+ 'application/x-www-form-urlencoded' content type.
+
+ Multipart encoding must be used when posting files, and it's reasonably
+ safe to use it in other times too. However, it may break request
+ signing, such as with OAuth.
+
+ Supports an optional ``fields`` parameter of key/value strings AND
+ key/filetuple. A filetuple is a (filename, data, MIME type) tuple where
+ the MIME type is optional. For example::
+
+ fields = {
+ 'foo': 'bar',
+ 'fakefile': ('foofile.txt', 'contents of foofile'),
+ 'realfile': ('barfile.txt', open('realfile').read()),
+ 'typedfile': ('bazfile.bin', open('bazfile').read(),
+ 'image/jpeg'),
+ 'nonamefile': 'contents of nonamefile field',
+ }
+
+ When uploading a file, providing a filename (the first parameter of the
+ tuple) is optional but recommended to best mimic behavior of browsers.
+
+ Note that if ``headers`` are supplied, the 'Content-Type' header will
+ be overwritten because it depends on the dynamic random boundary string
+ which is used to compose the body of the request. The random boundary
+ string can be explicitly set with the ``multipart_boundary`` parameter.
+ """
+ if headers is None:
+ headers = self.headers
+
+ extra_kw = {"headers": {}}
+
+ if fields:
+ if "body" in urlopen_kw:
+ raise TypeError(
+ "request got values for both 'fields' and 'body', can only specify one."
+ )
+
+ if encode_multipart:
+ body, content_type = encode_multipart_formdata(
+ fields, boundary=multipart_boundary
+ )
+ else:
+ body, content_type = (
+ urlencode(fields),
+ "application/x-www-form-urlencoded",
+ )
+
+ extra_kw["body"] = body
+ extra_kw["headers"] = {"Content-Type": content_type}
+
+ extra_kw["headers"].update(headers)
+ extra_kw.update(urlopen_kw)
+
+ return self.urlopen(method, url, **extra_kw)
+
+
+if not six.PY2:
+
+ class RequestModule(sys.modules[__name__].__class__):
+ def __call__(self, *args, **kwargs):
+ """
+ If user tries to call this module directly urllib3 v2.x style raise an error to the user
+ suggesting they may need urllib3 v2
+ """
+ raise TypeError(
+ "'module' object is not callable\n"
+ "urllib3.request() method is not supported in this release, "
+ "upgrade to urllib3 v2 to use it\n"
+ "see https://urllib3.readthedocs.io/en/stable/v2-migration-guide.html"
+ )
+
+ sys.modules[__name__].__class__ = RequestModule
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/response.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/response.py
new file mode 100644
index 0000000000000000000000000000000000000000..0bd13d40b8ac751e4e57f2e4a2f7b447283dca9d
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/response.py
@@ -0,0 +1,885 @@
+from __future__ import absolute_import
+
+import io
+import logging
+import sys
+import warnings
+import zlib
+from contextlib import contextmanager
+from socket import error as SocketError
+from socket import timeout as SocketTimeout
+
+try:
+ try:
+ import brotlicffi as brotli
+ except ImportError:
+ import brotli
+except ImportError:
+ brotli = None
+
+from . import util
+from ._collections import HTTPHeaderDict
+from .connection import BaseSSLError, HTTPException
+from .exceptions import (
+ BodyNotHttplibCompatible,
+ DecodeError,
+ HTTPError,
+ IncompleteRead,
+ InvalidChunkLength,
+ InvalidHeader,
+ ProtocolError,
+ ReadTimeoutError,
+ ResponseNotChunked,
+ SSLError,
+)
+from .packages import six
+from .util.response import is_fp_closed, is_response_to_head
+
+log = logging.getLogger(__name__)
+
+
+class DeflateDecoder(object):
+ def __init__(self):
+ self._first_try = True
+ self._data = b""
+ self._obj = zlib.decompressobj()
+
+ def __getattr__(self, name):
+ return getattr(self._obj, name)
+
+ def decompress(self, data):
+ if not data:
+ return data
+
+ if not self._first_try:
+ return self._obj.decompress(data)
+
+ self._data += data
+ try:
+ decompressed = self._obj.decompress(data)
+ if decompressed:
+ self._first_try = False
+ self._data = None
+ return decompressed
+ except zlib.error:
+ self._first_try = False
+ self._obj = zlib.decompressobj(-zlib.MAX_WBITS)
+ try:
+ return self.decompress(self._data)
+ finally:
+ self._data = None
+
+
+class GzipDecoderState(object):
+
+ FIRST_MEMBER = 0
+ OTHER_MEMBERS = 1
+ SWALLOW_DATA = 2
+
+
+class GzipDecoder(object):
+ def __init__(self):
+ self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+ self._state = GzipDecoderState.FIRST_MEMBER
+
+ def __getattr__(self, name):
+ return getattr(self._obj, name)
+
+ def decompress(self, data):
+ ret = bytearray()
+ if self._state == GzipDecoderState.SWALLOW_DATA or not data:
+ return bytes(ret)
+ while True:
+ try:
+ ret += self._obj.decompress(data)
+ except zlib.error:
+ previous_state = self._state
+ # Ignore data after the first error
+ self._state = GzipDecoderState.SWALLOW_DATA
+ if previous_state == GzipDecoderState.OTHER_MEMBERS:
+ # Allow trailing garbage acceptable in other gzip clients
+ return bytes(ret)
+ raise
+ data = self._obj.unused_data
+ if not data:
+ return bytes(ret)
+ self._state = GzipDecoderState.OTHER_MEMBERS
+ self._obj = zlib.decompressobj(16 + zlib.MAX_WBITS)
+
+
+if brotli is not None:
+
+ class BrotliDecoder(object):
+ # Supports both 'brotlipy' and 'Brotli' packages
+ # since they share an import name. The top branches
+ # are for 'brotlipy' and bottom branches for 'Brotli'
+ def __init__(self):
+ self._obj = brotli.Decompressor()
+ if hasattr(self._obj, "decompress"):
+ self.decompress = self._obj.decompress
+ else:
+ self.decompress = self._obj.process
+
+ def flush(self):
+ if hasattr(self._obj, "flush"):
+ return self._obj.flush()
+ return b""
+
+
+class MultiDecoder(object):
+ """
+ From RFC7231:
+ If one or more encodings have been applied to a representation, the
+ sender that applied the encodings MUST generate a Content-Encoding
+ header field that lists the content codings in the order in which
+ they were applied.
+ """
+
+ def __init__(self, modes):
+ self._decoders = [_get_decoder(m.strip()) for m in modes.split(",")]
+
+ def flush(self):
+ return self._decoders[0].flush()
+
+ def decompress(self, data):
+ for d in reversed(self._decoders):
+ data = d.decompress(data)
+ return data
+
+
+def _get_decoder(mode):
+ if "," in mode:
+ return MultiDecoder(mode)
+
+ if mode == "gzip":
+ return GzipDecoder()
+
+ if brotli is not None and mode == "br":
+ return BrotliDecoder()
+
+ return DeflateDecoder()
+
+
+class HTTPResponse(io.IOBase):
+ """
+ HTTP Response container.
+
+ Backwards-compatible with :class:`http.client.HTTPResponse` but the response ``body`` is
+ loaded and decoded on-demand when the ``data`` property is accessed. This
+ class is also compatible with the Python standard library's :mod:`io`
+ module, and can hence be treated as a readable object in the context of that
+ framework.
+
+ Extra parameters for behaviour not present in :class:`http.client.HTTPResponse`:
+
+ :param preload_content:
+ If True, the response's body will be preloaded during construction.
+
+ :param decode_content:
+ If True, will attempt to decode the body based on the
+ 'content-encoding' header.
+
+ :param original_response:
+ When this HTTPResponse wrapper is generated from an :class:`http.client.HTTPResponse`
+ object, it's convenient to include the original for debug purposes. It's
+ otherwise unused.
+
+ :param retries:
+ The retries contains the last :class:`~urllib3.util.retry.Retry` that
+ was used during the request.
+
+ :param enforce_content_length:
+ Enforce content length checking. Body returned by server must match
+ value of Content-Length header, if present. Otherwise, raise error.
+ """
+
+ CONTENT_DECODERS = ["gzip", "deflate"]
+ if brotli is not None:
+ CONTENT_DECODERS += ["br"]
+ REDIRECT_STATUSES = [301, 302, 303, 307, 308]
+
+ def __init__(
+ self,
+ body="",
+ headers=None,
+ status=0,
+ version=0,
+ reason=None,
+ strict=0,
+ preload_content=True,
+ decode_content=True,
+ original_response=None,
+ pool=None,
+ connection=None,
+ msg=None,
+ retries=None,
+ enforce_content_length=False,
+ request_method=None,
+ request_url=None,
+ auto_close=True,
+ ):
+
+ if isinstance(headers, HTTPHeaderDict):
+ self.headers = headers
+ else:
+ self.headers = HTTPHeaderDict(headers)
+ self.status = status
+ self.version = version
+ self.reason = reason
+ self.strict = strict
+ self.decode_content = decode_content
+ self.retries = retries
+ self.enforce_content_length = enforce_content_length
+ self.auto_close = auto_close
+
+ self._decoder = None
+ self._body = None
+ self._fp = None
+ self._original_response = original_response
+ self._fp_bytes_read = 0
+ self.msg = msg
+ self._request_url = request_url
+
+ if body and isinstance(body, (six.string_types, bytes)):
+ self._body = body
+
+ self._pool = pool
+ self._connection = connection
+
+ if hasattr(body, "read"):
+ self._fp = body
+
+ # Are we using the chunked-style of transfer encoding?
+ self.chunked = False
+ self.chunk_left = None
+ tr_enc = self.headers.get("transfer-encoding", "").lower()
+ # Don't incur the penalty of creating a list and then discarding it
+ encodings = (enc.strip() for enc in tr_enc.split(","))
+ if "chunked" in encodings:
+ self.chunked = True
+
+ # Determine length of response
+ self.length_remaining = self._init_length(request_method)
+
+ # If requested, preload the body.
+ if preload_content and not self._body:
+ self._body = self.read(decode_content=decode_content)
+
+ def get_redirect_location(self):
+ """
+ Should we redirect and where to?
+
+ :returns: Truthy redirect location string if we got a redirect status
+ code and valid location. ``None`` if redirect status and no
+ location. ``False`` if not a redirect status code.
+ """
+ if self.status in self.REDIRECT_STATUSES:
+ return self.headers.get("location")
+
+ return False
+
+ def release_conn(self):
+ if not self._pool or not self._connection:
+ return
+
+ self._pool._put_conn(self._connection)
+ self._connection = None
+
+ def drain_conn(self):
+ """
+ Read and discard any remaining HTTP response data in the response connection.
+
+ Unread data in the HTTPResponse connection blocks the connection from being released back to the pool.
+ """
+ try:
+ self.read()
+ except (HTTPError, SocketError, BaseSSLError, HTTPException):
+ pass
+
+ @property
+ def data(self):
+ # For backwards-compat with earlier urllib3 0.4 and earlier.
+ if self._body:
+ return self._body
+
+ if self._fp:
+ return self.read(cache_content=True)
+
+ @property
+ def connection(self):
+ return self._connection
+
+ def isclosed(self):
+ return is_fp_closed(self._fp)
+
+ def tell(self):
+ """
+ Obtain the number of bytes pulled over the wire so far. May differ from
+ the amount of content returned by :meth:``urllib3.response.HTTPResponse.read``
+ if bytes are encoded on the wire (e.g, compressed).
+ """
+ return self._fp_bytes_read
+
+ def _init_length(self, request_method):
+ """
+ Set initial length value for Response content if available.
+ """
+ length = self.headers.get("content-length")
+
+ if length is not None:
+ if self.chunked:
+ # This Response will fail with an IncompleteRead if it can't be
+ # received as chunked. This method falls back to attempt reading
+ # the response before raising an exception.
+ log.warning(
+ "Received response with both Content-Length and "
+ "Transfer-Encoding set. This is expressly forbidden "
+ "by RFC 7230 sec 3.3.2. Ignoring Content-Length and "
+ "attempting to process response as Transfer-Encoding: "
+ "chunked."
+ )
+ return None
+
+ try:
+ # RFC 7230 section 3.3.2 specifies multiple content lengths can
+ # be sent in a single Content-Length header
+ # (e.g. Content-Length: 42, 42). This line ensures the values
+ # are all valid ints and that as long as the `set` length is 1,
+ # all values are the same. Otherwise, the header is invalid.
+ lengths = set([int(val) for val in length.split(",")])
+ if len(lengths) > 1:
+ raise InvalidHeader(
+ "Content-Length contained multiple "
+ "unmatching values (%s)" % length
+ )
+ length = lengths.pop()
+ except ValueError:
+ length = None
+ else:
+ if length < 0:
+ length = None
+
+ # Convert status to int for comparison
+ # In some cases, httplib returns a status of "_UNKNOWN"
+ try:
+ status = int(self.status)
+ except ValueError:
+ status = 0
+
+ # Check for responses that shouldn't include a body
+ if status in (204, 304) or 100 <= status < 200 or request_method == "HEAD":
+ length = 0
+
+ return length
+
+ def _init_decoder(self):
+ """
+ Set-up the _decoder attribute if necessary.
+ """
+ # Note: content-encoding value should be case-insensitive, per RFC 7230
+ # Section 3.2
+ content_encoding = self.headers.get("content-encoding", "").lower()
+ if self._decoder is None:
+ if content_encoding in self.CONTENT_DECODERS:
+ self._decoder = _get_decoder(content_encoding)
+ elif "," in content_encoding:
+ encodings = [
+ e.strip()
+ for e in content_encoding.split(",")
+ if e.strip() in self.CONTENT_DECODERS
+ ]
+ if len(encodings):
+ self._decoder = _get_decoder(content_encoding)
+
+ DECODER_ERROR_CLASSES = (IOError, zlib.error)
+ if brotli is not None:
+ DECODER_ERROR_CLASSES += (brotli.error,)
+
+ def _decode(self, data, decode_content, flush_decoder):
+ """
+ Decode the data passed in and potentially flush the decoder.
+ """
+ if not decode_content:
+ return data
+
+ try:
+ if self._decoder:
+ data = self._decoder.decompress(data)
+ except self.DECODER_ERROR_CLASSES as e:
+ content_encoding = self.headers.get("content-encoding", "").lower()
+ raise DecodeError(
+ "Received response with content-encoding: %s, but "
+ "failed to decode it." % content_encoding,
+ e,
+ )
+ if flush_decoder:
+ data += self._flush_decoder()
+
+ return data
+
+ def _flush_decoder(self):
+ """
+ Flushes the decoder. Should only be called if the decoder is actually
+ being used.
+ """
+ if self._decoder:
+ buf = self._decoder.decompress(b"")
+ return buf + self._decoder.flush()
+
+ return b""
+
+ @contextmanager
+ def _error_catcher(self):
+ """
+ Catch low-level python exceptions, instead re-raising urllib3
+ variants, so that low-level exceptions are not leaked in the
+ high-level api.
+
+ On exit, release the connection back to the pool.
+ """
+ clean_exit = False
+
+ try:
+ try:
+ yield
+
+ except SocketTimeout:
+ # FIXME: Ideally we'd like to include the url in the ReadTimeoutError but
+ # there is yet no clean way to get at it from this context.
+ raise ReadTimeoutError(self._pool, None, "Read timed out.")
+
+ except BaseSSLError as e:
+ # FIXME: Is there a better way to differentiate between SSLErrors?
+ if "read operation timed out" not in str(e):
+ # SSL errors related to framing/MAC get wrapped and reraised here
+ raise SSLError(e)
+
+ raise ReadTimeoutError(self._pool, None, "Read timed out.")
+
+ except (HTTPException, SocketError) as e:
+ # This includes IncompleteRead.
+ raise ProtocolError("Connection broken: %r" % e, e)
+
+ # If no exception is thrown, we should avoid cleaning up
+ # unnecessarily.
+ clean_exit = True
+ finally:
+ # If we didn't terminate cleanly, we need to throw away our
+ # connection.
+ if not clean_exit:
+ # The response may not be closed but we're not going to use it
+ # anymore so close it now to ensure that the connection is
+ # released back to the pool.
+ if self._original_response:
+ self._original_response.close()
+
+ # Closing the response may not actually be sufficient to close
+ # everything, so if we have a hold of the connection close that
+ # too.
+ if self._connection:
+ self._connection.close()
+
+ # If we hold the original response but it's closed now, we should
+ # return the connection back to the pool.
+ if self._original_response and self._original_response.isclosed():
+ self.release_conn()
+
+ def _fp_read(self, amt):
+ """
+ Read a response with the thought that reading the number of bytes
+ larger than can fit in a 32-bit int at a time via SSL in some
+ known cases leads to an overflow error that has to be prevented
+ if `amt` or `self.length_remaining` indicate that a problem may
+ happen.
+
+ The known cases:
+ * 3.8 <= CPython < 3.9.7 because of a bug
+ https://github.com/urllib3/urllib3/issues/2513#issuecomment-1152559900.
+ * urllib3 injected with pyOpenSSL-backed SSL-support.
+ * CPython < 3.10 only when `amt` does not fit 32-bit int.
+ """
+ assert self._fp
+ c_int_max = 2 ** 31 - 1
+ if (
+ (
+ (amt and amt > c_int_max)
+ or (self.length_remaining and self.length_remaining > c_int_max)
+ )
+ and not util.IS_SECURETRANSPORT
+ and (util.IS_PYOPENSSL or sys.version_info < (3, 10))
+ ):
+ buffer = io.BytesIO()
+ # Besides `max_chunk_amt` being a maximum chunk size, it
+ # affects memory overhead of reading a response by this
+ # method in CPython.
+ # `c_int_max` equal to 2 GiB - 1 byte is the actual maximum
+ # chunk size that does not lead to an overflow error, but
+ # 256 MiB is a compromise.
+ max_chunk_amt = 2 ** 28
+ while amt is None or amt != 0:
+ if amt is not None:
+ chunk_amt = min(amt, max_chunk_amt)
+ amt -= chunk_amt
+ else:
+ chunk_amt = max_chunk_amt
+ data = self._fp.read(chunk_amt)
+ if not data:
+ break
+ buffer.write(data)
+ del data # to reduce peak memory usage by `max_chunk_amt`.
+ return buffer.getvalue()
+ else:
+ # StringIO doesn't like amt=None
+ return self._fp.read(amt) if amt is not None else self._fp.read()
+
+ def read(self, amt=None, decode_content=None, cache_content=False):
+ """
+ Similar to :meth:`http.client.HTTPResponse.read`, but with two additional
+ parameters: ``decode_content`` and ``cache_content``.
+
+ :param amt:
+ How much of the content to read. If specified, caching is skipped
+ because it doesn't make sense to cache partial content as the full
+ response.
+
+ :param decode_content:
+ If True, will attempt to decode the body based on the
+ 'content-encoding' header.
+
+ :param cache_content:
+ If True, will save the returned data such that the same result is
+ returned despite of the state of the underlying file object. This
+ is useful if you want the ``.data`` property to continue working
+ after having ``.read()`` the file object. (Overridden if ``amt`` is
+ set.)
+ """
+ self._init_decoder()
+ if decode_content is None:
+ decode_content = self.decode_content
+
+ if self._fp is None:
+ return
+
+ flush_decoder = False
+ fp_closed = getattr(self._fp, "closed", False)
+
+ with self._error_catcher():
+ data = self._fp_read(amt) if not fp_closed else b""
+ if amt is None:
+ flush_decoder = True
+ else:
+ cache_content = False
+ if (
+ amt != 0 and not data
+ ): # Platform-specific: Buggy versions of Python.
+ # Close the connection when no data is returned
+ #
+ # This is redundant to what httplib/http.client _should_
+ # already do. However, versions of python released before
+ # December 15, 2012 (http://bugs.python.org/issue16298) do
+ # not properly close the connection in all cases. There is
+ # no harm in redundantly calling close.
+ self._fp.close()
+ flush_decoder = True
+ if self.enforce_content_length and self.length_remaining not in (
+ 0,
+ None,
+ ):
+ # This is an edge case that httplib failed to cover due
+ # to concerns of backward compatibility. We're
+ # addressing it here to make sure IncompleteRead is
+ # raised during streaming, so all calls with incorrect
+ # Content-Length are caught.
+ raise IncompleteRead(self._fp_bytes_read, self.length_remaining)
+
+ if data:
+ self._fp_bytes_read += len(data)
+ if self.length_remaining is not None:
+ self.length_remaining -= len(data)
+
+ data = self._decode(data, decode_content, flush_decoder)
+
+ if cache_content:
+ self._body = data
+
+ return data
+
+ def stream(self, amt=2 ** 16, decode_content=None):
+ """
+ A generator wrapper for the read() method. A call will block until
+ ``amt`` bytes have been read from the connection or until the
+ connection is closed.
+
+ :param amt:
+ How much of the content to read. The generator will return up to
+ much data per iteration, but may return less. This is particularly
+ likely when using compressed data. However, the empty string will
+ never be returned.
+
+ :param decode_content:
+ If True, will attempt to decode the body based on the
+ 'content-encoding' header.
+ """
+ if self.chunked and self.supports_chunked_reads():
+ for line in self.read_chunked(amt, decode_content=decode_content):
+ yield line
+ else:
+ while not is_fp_closed(self._fp):
+ data = self.read(amt=amt, decode_content=decode_content)
+
+ if data:
+ yield data
+
+ @classmethod
+ def from_httplib(ResponseCls, r, **response_kw):
+ """
+ Given an :class:`http.client.HTTPResponse` instance ``r``, return a
+ corresponding :class:`urllib3.response.HTTPResponse` object.
+
+ Remaining parameters are passed to the HTTPResponse constructor, along
+ with ``original_response=r``.
+ """
+ headers = r.msg
+
+ if not isinstance(headers, HTTPHeaderDict):
+ if six.PY2:
+ # Python 2.7
+ headers = HTTPHeaderDict.from_httplib(headers)
+ else:
+ headers = HTTPHeaderDict(headers.items())
+
+ # HTTPResponse objects in Python 3 don't have a .strict attribute
+ strict = getattr(r, "strict", 0)
+ resp = ResponseCls(
+ body=r,
+ headers=headers,
+ status=r.status,
+ version=r.version,
+ reason=r.reason,
+ strict=strict,
+ original_response=r,
+ **response_kw
+ )
+ return resp
+
+ # Backwards-compatibility methods for http.client.HTTPResponse
+ def getheaders(self):
+ warnings.warn(
+ "HTTPResponse.getheaders() is deprecated and will be removed "
+ "in urllib3 v2.1.0. Instead access HTTPResponse.headers directly.",
+ category=DeprecationWarning,
+ stacklevel=2,
+ )
+ return self.headers
+
+ def getheader(self, name, default=None):
+ warnings.warn(
+ "HTTPResponse.getheader() is deprecated and will be removed "
+ "in urllib3 v2.1.0. Instead use HTTPResponse.headers.get(name, default).",
+ category=DeprecationWarning,
+ stacklevel=2,
+ )
+ return self.headers.get(name, default)
+
+ # Backwards compatibility for http.cookiejar
+ def info(self):
+ return self.headers
+
+ # Overrides from io.IOBase
+ def close(self):
+ if not self.closed:
+ self._fp.close()
+
+ if self._connection:
+ self._connection.close()
+
+ if not self.auto_close:
+ io.IOBase.close(self)
+
+ @property
+ def closed(self):
+ if not self.auto_close:
+ return io.IOBase.closed.__get__(self)
+ elif self._fp is None:
+ return True
+ elif hasattr(self._fp, "isclosed"):
+ return self._fp.isclosed()
+ elif hasattr(self._fp, "closed"):
+ return self._fp.closed
+ else:
+ return True
+
+ def fileno(self):
+ if self._fp is None:
+ raise IOError("HTTPResponse has no file to get a fileno from")
+ elif hasattr(self._fp, "fileno"):
+ return self._fp.fileno()
+ else:
+ raise IOError(
+ "The file-like object this HTTPResponse is wrapped "
+ "around has no file descriptor"
+ )
+
+ def flush(self):
+ if (
+ self._fp is not None
+ and hasattr(self._fp, "flush")
+ and not getattr(self._fp, "closed", False)
+ ):
+ return self._fp.flush()
+
+ def readable(self):
+ # This method is required for `io` module compatibility.
+ return True
+
+ def readinto(self, b):
+ # This method is required for `io` module compatibility.
+ temp = self.read(len(b))
+ if len(temp) == 0:
+ return 0
+ else:
+ b[: len(temp)] = temp
+ return len(temp)
+
+ def supports_chunked_reads(self):
+ """
+ Checks if the underlying file-like object looks like a
+ :class:`http.client.HTTPResponse` object. We do this by testing for
+ the fp attribute. If it is present we assume it returns raw chunks as
+ processed by read_chunked().
+ """
+ return hasattr(self._fp, "fp")
+
+ def _update_chunk_length(self):
+ # First, we'll figure out length of a chunk and then
+ # we'll try to read it from socket.
+ if self.chunk_left is not None:
+ return
+ line = self._fp.fp.readline()
+ line = line.split(b";", 1)[0]
+ try:
+ self.chunk_left = int(line, 16)
+ except ValueError:
+ # Invalid chunked protocol response, abort.
+ self.close()
+ raise InvalidChunkLength(self, line)
+
+ def _handle_chunk(self, amt):
+ returned_chunk = None
+ if amt is None:
+ chunk = self._fp._safe_read(self.chunk_left)
+ returned_chunk = chunk
+ self._fp._safe_read(2) # Toss the CRLF at the end of the chunk.
+ self.chunk_left = None
+ elif amt < self.chunk_left:
+ value = self._fp._safe_read(amt)
+ self.chunk_left = self.chunk_left - amt
+ returned_chunk = value
+ elif amt == self.chunk_left:
+ value = self._fp._safe_read(amt)
+ self._fp._safe_read(2) # Toss the CRLF at the end of the chunk.
+ self.chunk_left = None
+ returned_chunk = value
+ else: # amt > self.chunk_left
+ returned_chunk = self._fp._safe_read(self.chunk_left)
+ self._fp._safe_read(2) # Toss the CRLF at the end of the chunk.
+ self.chunk_left = None
+ return returned_chunk
+
+ def read_chunked(self, amt=None, decode_content=None):
+ """
+ Similar to :meth:`HTTPResponse.read`, but with an additional
+ parameter: ``decode_content``.
+
+ :param amt:
+ How much of the content to read. If specified, caching is skipped
+ because it doesn't make sense to cache partial content as the full
+ response.
+
+ :param decode_content:
+ If True, will attempt to decode the body based on the
+ 'content-encoding' header.
+ """
+ self._init_decoder()
+ # FIXME: Rewrite this method and make it a class with a better structured logic.
+ if not self.chunked:
+ raise ResponseNotChunked(
+ "Response is not chunked. "
+ "Header 'transfer-encoding: chunked' is missing."
+ )
+ if not self.supports_chunked_reads():
+ raise BodyNotHttplibCompatible(
+ "Body should be http.client.HTTPResponse like. "
+ "It should have have an fp attribute which returns raw chunks."
+ )
+
+ with self._error_catcher():
+ # Don't bother reading the body of a HEAD request.
+ if self._original_response and is_response_to_head(self._original_response):
+ self._original_response.close()
+ return
+
+ # If a response is already read and closed
+ # then return immediately.
+ if self._fp.fp is None:
+ return
+
+ while True:
+ self._update_chunk_length()
+ if self.chunk_left == 0:
+ break
+ chunk = self._handle_chunk(amt)
+ decoded = self._decode(
+ chunk, decode_content=decode_content, flush_decoder=False
+ )
+ if decoded:
+ yield decoded
+
+ if decode_content:
+ # On CPython and PyPy, we should never need to flush the
+ # decoder. However, on Jython we *might* need to, so
+ # lets defensively do it anyway.
+ decoded = self._flush_decoder()
+ if decoded: # Platform-specific: Jython.
+ yield decoded
+
+ # Chunk content ends with \r\n: discard it.
+ while True:
+ line = self._fp.fp.readline()
+ if not line:
+ # Some sites may not end with '\r\n'.
+ break
+ if line == b"\r\n":
+ break
+
+ # We read everything; close the "file".
+ if self._original_response:
+ self._original_response.close()
+
+ def geturl(self):
+ """
+ Returns the URL that was the source of this response.
+ If the request that generated this response redirected, this method
+ will return the final redirect location.
+ """
+ if self.retries is not None and len(self.retries.history):
+ return self.retries.history[-1].redirect_location
+ else:
+ return self._request_url
+
+ def __iter__(self):
+ buffer = []
+ for chunk in self.stream(decode_content=True):
+ if b"\n" in chunk:
+ chunk = chunk.split(b"\n")
+ yield b"".join(buffer) + chunk[0] + b"\n"
+ for x in chunk[1:-1]:
+ yield x + b"\n"
+ if chunk[-1]:
+ buffer = [chunk[-1]]
+ else:
+ buffer = []
+ else:
+ buffer.append(chunk)
+ if buffer:
+ yield b"".join(buffer)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..4547fc522b690ba2697843edd044f2039a4123a9
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/__init__.py
@@ -0,0 +1,49 @@
+from __future__ import absolute_import
+
+# For backwards compatibility, provide imports that used to be here.
+from .connection import is_connection_dropped
+from .request import SKIP_HEADER, SKIPPABLE_HEADERS, make_headers
+from .response import is_fp_closed
+from .retry import Retry
+from .ssl_ import (
+ ALPN_PROTOCOLS,
+ HAS_SNI,
+ IS_PYOPENSSL,
+ IS_SECURETRANSPORT,
+ PROTOCOL_TLS,
+ SSLContext,
+ assert_fingerprint,
+ resolve_cert_reqs,
+ resolve_ssl_version,
+ ssl_wrap_socket,
+)
+from .timeout import Timeout, current_time
+from .url import Url, get_host, parse_url, split_first
+from .wait import wait_for_read, wait_for_write
+
+__all__ = (
+ "HAS_SNI",
+ "IS_PYOPENSSL",
+ "IS_SECURETRANSPORT",
+ "SSLContext",
+ "PROTOCOL_TLS",
+ "ALPN_PROTOCOLS",
+ "Retry",
+ "Timeout",
+ "Url",
+ "assert_fingerprint",
+ "current_time",
+ "is_connection_dropped",
+ "is_fp_closed",
+ "get_host",
+ "parse_url",
+ "make_headers",
+ "resolve_cert_reqs",
+ "resolve_ssl_version",
+ "split_first",
+ "ssl_wrap_socket",
+ "wait_for_read",
+ "wait_for_write",
+ "SKIP_HEADER",
+ "SKIPPABLE_HEADERS",
+)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/connection.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/connection.py
new file mode 100644
index 0000000000000000000000000000000000000000..6af1138f260e4eaaa0aa242f7f50b918a283b49f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/connection.py
@@ -0,0 +1,149 @@
+from __future__ import absolute_import
+
+import socket
+
+from ..contrib import _appengine_environ
+from ..exceptions import LocationParseError
+from ..packages import six
+from .wait import NoWayToWaitForSocketError, wait_for_read
+
+
+def is_connection_dropped(conn): # Platform-specific
+ """
+ Returns True if the connection is dropped and should be closed.
+
+ :param conn:
+ :class:`http.client.HTTPConnection` object.
+
+ Note: For platforms like AppEngine, this will always return ``False`` to
+ let the platform handle connection recycling transparently for us.
+ """
+ sock = getattr(conn, "sock", False)
+ if sock is False: # Platform-specific: AppEngine
+ return False
+ if sock is None: # Connection already closed (such as by httplib).
+ return True
+ try:
+ # Returns True if readable, which here means it's been dropped
+ return wait_for_read(sock, timeout=0.0)
+ except NoWayToWaitForSocketError: # Platform-specific: AppEngine
+ return False
+
+
+# This function is copied from socket.py in the Python 2.7 standard
+# library test suite. Added to its signature is only `socket_options`.
+# One additional modification is that we avoid binding to IPv6 servers
+# discovered in DNS if the system doesn't have IPv6 functionality.
+def create_connection(
+ address,
+ timeout=socket._GLOBAL_DEFAULT_TIMEOUT,
+ source_address=None,
+ socket_options=None,
+):
+ """Connect to *address* and return the socket object.
+
+ Convenience function. Connect to *address* (a 2-tuple ``(host,
+ port)``) and return the socket object. Passing the optional
+ *timeout* parameter will set the timeout on the socket instance
+ before attempting to connect. If no *timeout* is supplied, the
+ global default timeout setting returned by :func:`socket.getdefaulttimeout`
+ is used. If *source_address* is set it must be a tuple of (host, port)
+ for the socket to bind as a source address before making the connection.
+ An host of '' or port 0 tells the OS to use the default.
+ """
+
+ host, port = address
+ if host.startswith("["):
+ host = host.strip("[]")
+ err = None
+
+ # Using the value from allowed_gai_family() in the context of getaddrinfo lets
+ # us select whether to work with IPv4 DNS records, IPv6 records, or both.
+ # The original create_connection function always returns all records.
+ family = allowed_gai_family()
+
+ try:
+ host.encode("idna")
+ except UnicodeError:
+ return six.raise_from(
+ LocationParseError(u"'%s', label empty or too long" % host), None
+ )
+
+ for res in socket.getaddrinfo(host, port, family, socket.SOCK_STREAM):
+ af, socktype, proto, canonname, sa = res
+ sock = None
+ try:
+ sock = socket.socket(af, socktype, proto)
+
+ # If provided, set socket level options before connecting.
+ _set_socket_options(sock, socket_options)
+
+ if timeout is not socket._GLOBAL_DEFAULT_TIMEOUT:
+ sock.settimeout(timeout)
+ if source_address:
+ sock.bind(source_address)
+ sock.connect(sa)
+ return sock
+
+ except socket.error as e:
+ err = e
+ if sock is not None:
+ sock.close()
+ sock = None
+
+ if err is not None:
+ raise err
+
+ raise socket.error("getaddrinfo returns an empty list")
+
+
+def _set_socket_options(sock, options):
+ if options is None:
+ return
+
+ for opt in options:
+ sock.setsockopt(*opt)
+
+
+def allowed_gai_family():
+ """This function is designed to work in the context of
+ getaddrinfo, where family=socket.AF_UNSPEC is the default and
+ will perform a DNS search for both IPv6 and IPv4 records."""
+
+ family = socket.AF_INET
+ if HAS_IPV6:
+ family = socket.AF_UNSPEC
+ return family
+
+
+def _has_ipv6(host):
+ """Returns True if the system can bind an IPv6 address."""
+ sock = None
+ has_ipv6 = False
+
+ # App Engine doesn't support IPV6 sockets and actually has a quota on the
+ # number of sockets that can be used, so just early out here instead of
+ # creating a socket needlessly.
+ # See https://github.com/urllib3/urllib3/issues/1446
+ if _appengine_environ.is_appengine_sandbox():
+ return False
+
+ if socket.has_ipv6:
+ # has_ipv6 returns true if cPython was compiled with IPv6 support.
+ # It does not tell us if the system has IPv6 support enabled. To
+ # determine that we must bind to an IPv6 address.
+ # https://github.com/urllib3/urllib3/pull/611
+ # https://bugs.python.org/issue658327
+ try:
+ sock = socket.socket(socket.AF_INET6)
+ sock.bind((host, 0))
+ has_ipv6 = True
+ except Exception:
+ pass
+
+ if sock:
+ sock.close()
+ return has_ipv6
+
+
+HAS_IPV6 = _has_ipv6("::1")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/proxy.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/proxy.py
new file mode 100644
index 0000000000000000000000000000000000000000..2199cc7b7f004009493d032720c36d6568f9d89e
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/proxy.py
@@ -0,0 +1,57 @@
+from .ssl_ import create_urllib3_context, resolve_cert_reqs, resolve_ssl_version
+
+
+def connection_requires_http_tunnel(
+ proxy_url=None, proxy_config=None, destination_scheme=None
+):
+ """
+ Returns True if the connection requires an HTTP CONNECT through the proxy.
+
+ :param URL proxy_url:
+ URL of the proxy.
+ :param ProxyConfig proxy_config:
+ Proxy configuration from poolmanager.py
+ :param str destination_scheme:
+ The scheme of the destination. (i.e https, http, etc)
+ """
+ # If we're not using a proxy, no way to use a tunnel.
+ if proxy_url is None:
+ return False
+
+ # HTTP destinations never require tunneling, we always forward.
+ if destination_scheme == "http":
+ return False
+
+ # Support for forwarding with HTTPS proxies and HTTPS destinations.
+ if (
+ proxy_url.scheme == "https"
+ and proxy_config
+ and proxy_config.use_forwarding_for_https
+ ):
+ return False
+
+ # Otherwise always use a tunnel.
+ return True
+
+
+def create_proxy_ssl_context(
+ ssl_version, cert_reqs, ca_certs=None, ca_cert_dir=None, ca_cert_data=None
+):
+ """
+ Generates a default proxy ssl context if one hasn't been provided by the
+ user.
+ """
+ ssl_context = create_urllib3_context(
+ ssl_version=resolve_ssl_version(ssl_version),
+ cert_reqs=resolve_cert_reqs(cert_reqs),
+ )
+
+ if (
+ not ca_certs
+ and not ca_cert_dir
+ and not ca_cert_data
+ and hasattr(ssl_context, "load_default_certs")
+ ):
+ ssl_context.load_default_certs()
+
+ return ssl_context
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/queue.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/queue.py
new file mode 100644
index 0000000000000000000000000000000000000000..41784104ee4bd5796006d1052536325d52db1e8c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/queue.py
@@ -0,0 +1,22 @@
+import collections
+
+from ..packages import six
+from ..packages.six.moves import queue
+
+if six.PY2:
+ # Queue is imported for side effects on MS Windows. See issue #229.
+ import Queue as _unused_module_Queue # noqa: F401
+
+
+class LifoQueue(queue.Queue):
+ def _init(self, _):
+ self.queue = collections.deque()
+
+ def _qsize(self, len=len):
+ return len(self.queue)
+
+ def _put(self, item):
+ self.queue.append(item)
+
+ def _get(self):
+ return self.queue.pop()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/request.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/request.py
new file mode 100644
index 0000000000000000000000000000000000000000..b574b081e98a09b133d359c01a69b4fb089d7934
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/request.py
@@ -0,0 +1,146 @@
+from __future__ import absolute_import
+
+from base64 import b64encode
+
+from ..exceptions import UnrewindableBodyError
+from ..packages.six import b, integer_types
+
+# Pass as a value within ``headers`` to skip
+# emitting some HTTP headers that are added automatically.
+# The only headers that are supported are ``Accept-Encoding``,
+# ``Host``, and ``User-Agent``.
+SKIP_HEADER = "@@@SKIP_HEADER@@@"
+SKIPPABLE_HEADERS = frozenset(["accept-encoding", "host", "user-agent"])
+
+ACCEPT_ENCODING = "gzip,deflate"
+try:
+ try:
+ import brotlicffi as _unused_module_brotli # noqa: F401
+ except ImportError:
+ import brotli as _unused_module_brotli # noqa: F401
+except ImportError:
+ pass
+else:
+ ACCEPT_ENCODING += ",br"
+
+_FAILEDTELL = object()
+
+
+def make_headers(
+ keep_alive=None,
+ accept_encoding=None,
+ user_agent=None,
+ basic_auth=None,
+ proxy_basic_auth=None,
+ disable_cache=None,
+):
+ """
+ Shortcuts for generating request headers.
+
+ :param keep_alive:
+ If ``True``, adds 'connection: keep-alive' header.
+
+ :param accept_encoding:
+ Can be a boolean, list, or string.
+ ``True`` translates to 'gzip,deflate'.
+ List will get joined by comma.
+ String will be used as provided.
+
+ :param user_agent:
+ String representing the user-agent you want, such as
+ "python-urllib3/0.6"
+
+ :param basic_auth:
+ Colon-separated username:password string for 'authorization: basic ...'
+ auth header.
+
+ :param proxy_basic_auth:
+ Colon-separated username:password string for 'proxy-authorization: basic ...'
+ auth header.
+
+ :param disable_cache:
+ If ``True``, adds 'cache-control: no-cache' header.
+
+ Example::
+
+ >>> make_headers(keep_alive=True, user_agent="Batman/1.0")
+ {'connection': 'keep-alive', 'user-agent': 'Batman/1.0'}
+ >>> make_headers(accept_encoding=True)
+ {'accept-encoding': 'gzip,deflate'}
+ """
+ headers = {}
+ if accept_encoding:
+ if isinstance(accept_encoding, str):
+ pass
+ elif isinstance(accept_encoding, list):
+ accept_encoding = ",".join(accept_encoding)
+ else:
+ accept_encoding = ACCEPT_ENCODING
+ headers["accept-encoding"] = accept_encoding
+
+ if user_agent:
+ headers["user-agent"] = user_agent
+
+ if keep_alive:
+ headers["connection"] = "keep-alive"
+
+ if basic_auth:
+ headers["authorization"] = "Basic " + b64encode(b(basic_auth)).decode("utf-8")
+
+ if proxy_basic_auth:
+ headers["proxy-authorization"] = "Basic " + b64encode(
+ b(proxy_basic_auth)
+ ).decode("utf-8")
+
+ if disable_cache:
+ headers["cache-control"] = "no-cache"
+
+ return headers
+
+
+def set_file_position(body, pos):
+ """
+ If a position is provided, move file to that point.
+ Otherwise, we'll attempt to record a position for future use.
+ """
+ if pos is not None:
+ rewind_body(body, pos)
+ elif getattr(body, "tell", None) is not None:
+ try:
+ pos = body.tell()
+ except (IOError, OSError):
+ # This differentiates from None, allowing us to catch
+ # a failed `tell()` later when trying to rewind the body.
+ pos = _FAILEDTELL
+
+ return pos
+
+
+def rewind_body(body, body_pos):
+ """
+ Attempt to rewind body to a certain position.
+ Primarily used for request redirects and retries.
+
+ :param body:
+ File-like object that supports seek.
+
+ :param int pos:
+ Position to seek to in file.
+ """
+ body_seek = getattr(body, "seek", None)
+ if body_seek is not None and isinstance(body_pos, integer_types):
+ try:
+ body_seek(body_pos)
+ except (IOError, OSError):
+ raise UnrewindableBodyError(
+ "An error occurred when rewinding request body for redirect/retry."
+ )
+ elif body_pos is _FAILEDTELL:
+ raise UnrewindableBodyError(
+ "Unable to record file position for rewinding "
+ "request body during a redirect/retry."
+ )
+ else:
+ raise ValueError(
+ "body_pos must be of type integer, instead it was %s." % type(body_pos)
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/response.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/response.py
new file mode 100644
index 0000000000000000000000000000000000000000..5ea609ccedf18eb4ab70f8fc6990448eb6407237
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/response.py
@@ -0,0 +1,107 @@
+from __future__ import absolute_import
+
+from email.errors import MultipartInvariantViolationDefect, StartBoundaryNotFoundDefect
+
+from ..exceptions import HeaderParsingError
+from ..packages.six.moves import http_client as httplib
+
+
+def is_fp_closed(obj):
+ """
+ Checks whether a given file-like object is closed.
+
+ :param obj:
+ The file-like object to check.
+ """
+
+ try:
+ # Check `isclosed()` first, in case Python3 doesn't set `closed`.
+ # GH Issue #928
+ return obj.isclosed()
+ except AttributeError:
+ pass
+
+ try:
+ # Check via the official file-like-object way.
+ return obj.closed
+ except AttributeError:
+ pass
+
+ try:
+ # Check if the object is a container for another file-like object that
+ # gets released on exhaustion (e.g. HTTPResponse).
+ return obj.fp is None
+ except AttributeError:
+ pass
+
+ raise ValueError("Unable to determine whether fp is closed.")
+
+
+def assert_header_parsing(headers):
+ """
+ Asserts whether all headers have been successfully parsed.
+ Extracts encountered errors from the result of parsing headers.
+
+ Only works on Python 3.
+
+ :param http.client.HTTPMessage headers: Headers to verify.
+
+ :raises urllib3.exceptions.HeaderParsingError:
+ If parsing errors are found.
+ """
+
+ # This will fail silently if we pass in the wrong kind of parameter.
+ # To make debugging easier add an explicit check.
+ if not isinstance(headers, httplib.HTTPMessage):
+ raise TypeError("expected httplib.Message, got {0}.".format(type(headers)))
+
+ defects = getattr(headers, "defects", None)
+ get_payload = getattr(headers, "get_payload", None)
+
+ unparsed_data = None
+ if get_payload:
+ # get_payload is actually email.message.Message.get_payload;
+ # we're only interested in the result if it's not a multipart message
+ if not headers.is_multipart():
+ payload = get_payload()
+
+ if isinstance(payload, (bytes, str)):
+ unparsed_data = payload
+ if defects:
+ # httplib is assuming a response body is available
+ # when parsing headers even when httplib only sends
+ # header data to parse_headers() This results in
+ # defects on multipart responses in particular.
+ # See: https://github.com/urllib3/urllib3/issues/800
+
+ # So we ignore the following defects:
+ # - StartBoundaryNotFoundDefect:
+ # The claimed start boundary was never found.
+ # - MultipartInvariantViolationDefect:
+ # A message claimed to be a multipart but no subparts were found.
+ defects = [
+ defect
+ for defect in defects
+ if not isinstance(
+ defect, (StartBoundaryNotFoundDefect, MultipartInvariantViolationDefect)
+ )
+ ]
+
+ if defects or unparsed_data:
+ raise HeaderParsingError(defects=defects, unparsed_data=unparsed_data)
+
+
+def is_response_to_head(response):
+ """
+ Checks whether the request of a response has been a HEAD-request.
+ Handles the quirks of AppEngine.
+
+ :param http.client.HTTPResponse response:
+ Response to check if the originating request
+ used 'HEAD' as a method.
+ """
+ # FIXME: Can we do this somehow without accessing private httplib _method?
+ method = response._method
+ if isinstance(method, int): # Platform-specific: Appengine
+ return method == 3
+ return method.upper() == "HEAD"
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/retry.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/retry.py
new file mode 100644
index 0000000000000000000000000000000000000000..9a1e90d0b236420d7f8b4c5c0325a7c17a1f3703
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/retry.py
@@ -0,0 +1,622 @@
+from __future__ import absolute_import
+
+import email
+import logging
+import re
+import time
+import warnings
+from collections import namedtuple
+from itertools import takewhile
+
+from ..exceptions import (
+ ConnectTimeoutError,
+ InvalidHeader,
+ MaxRetryError,
+ ProtocolError,
+ ProxyError,
+ ReadTimeoutError,
+ ResponseError,
+)
+from ..packages import six
+
+log = logging.getLogger(__name__)
+
+
+# Data structure for representing the metadata of requests that result in a retry.
+RequestHistory = namedtuple(
+ "RequestHistory", ["method", "url", "error", "status", "redirect_location"]
+)
+
+
+# TODO: In v2 we can remove this sentinel and metaclass with deprecated options.
+_Default = object()
+
+
+class _RetryMeta(type):
+ @property
+ def DEFAULT_METHOD_WHITELIST(cls):
+ warnings.warn(
+ "Using 'Retry.DEFAULT_METHOD_WHITELIST' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_ALLOWED_METHODS' instead",
+ DeprecationWarning,
+ )
+ return cls.DEFAULT_ALLOWED_METHODS
+
+ @DEFAULT_METHOD_WHITELIST.setter
+ def DEFAULT_METHOD_WHITELIST(cls, value):
+ warnings.warn(
+ "Using 'Retry.DEFAULT_METHOD_WHITELIST' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_ALLOWED_METHODS' instead",
+ DeprecationWarning,
+ )
+ cls.DEFAULT_ALLOWED_METHODS = value
+
+ @property
+ def DEFAULT_REDIRECT_HEADERS_BLACKLIST(cls):
+ warnings.warn(
+ "Using 'Retry.DEFAULT_REDIRECT_HEADERS_BLACKLIST' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT' instead",
+ DeprecationWarning,
+ )
+ return cls.DEFAULT_REMOVE_HEADERS_ON_REDIRECT
+
+ @DEFAULT_REDIRECT_HEADERS_BLACKLIST.setter
+ def DEFAULT_REDIRECT_HEADERS_BLACKLIST(cls, value):
+ warnings.warn(
+ "Using 'Retry.DEFAULT_REDIRECT_HEADERS_BLACKLIST' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_REMOVE_HEADERS_ON_REDIRECT' instead",
+ DeprecationWarning,
+ )
+ cls.DEFAULT_REMOVE_HEADERS_ON_REDIRECT = value
+
+ @property
+ def BACKOFF_MAX(cls):
+ warnings.warn(
+ "Using 'Retry.BACKOFF_MAX' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_BACKOFF_MAX' instead",
+ DeprecationWarning,
+ )
+ return cls.DEFAULT_BACKOFF_MAX
+
+ @BACKOFF_MAX.setter
+ def BACKOFF_MAX(cls, value):
+ warnings.warn(
+ "Using 'Retry.BACKOFF_MAX' is deprecated and "
+ "will be removed in v2.0. Use 'Retry.DEFAULT_BACKOFF_MAX' instead",
+ DeprecationWarning,
+ )
+ cls.DEFAULT_BACKOFF_MAX = value
+
+
+@six.add_metaclass(_RetryMeta)
+class Retry(object):
+ """Retry configuration.
+
+ Each retry attempt will create a new Retry object with updated values, so
+ they can be safely reused.
+
+ Retries can be defined as a default for a pool::
+
+ retries = Retry(connect=5, read=2, redirect=5)
+ http = PoolManager(retries=retries)
+ response = http.request('GET', 'http://example.com/')
+
+ Or per-request (which overrides the default for the pool)::
+
+ response = http.request('GET', 'http://example.com/', retries=Retry(10))
+
+ Retries can be disabled by passing ``False``::
+
+ response = http.request('GET', 'http://example.com/', retries=False)
+
+ Errors will be wrapped in :class:`~urllib3.exceptions.MaxRetryError` unless
+ retries are disabled, in which case the causing exception will be raised.
+
+ :param int total:
+ Total number of retries to allow. Takes precedence over other counts.
+
+ Set to ``None`` to remove this constraint and fall back on other
+ counts.
+
+ Set to ``0`` to fail on the first retry.
+
+ Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+ :param int connect:
+ How many connection-related errors to retry on.
+
+ These are errors raised before the request is sent to the remote server,
+ which we assume has not triggered the server to process the request.
+
+ Set to ``0`` to fail on the first retry of this type.
+
+ :param int read:
+ How many times to retry on read errors.
+
+ These errors are raised after the request was sent to the server, so the
+ request may have side-effects.
+
+ Set to ``0`` to fail on the first retry of this type.
+
+ :param int redirect:
+ How many redirects to perform. Limit this to avoid infinite redirect
+ loops.
+
+ A redirect is a HTTP response with a status code 301, 302, 303, 307 or
+ 308.
+
+ Set to ``0`` to fail on the first retry of this type.
+
+ Set to ``False`` to disable and imply ``raise_on_redirect=False``.
+
+ :param int status:
+ How many times to retry on bad status codes.
+
+ These are retries made on responses, where status code matches
+ ``status_forcelist``.
+
+ Set to ``0`` to fail on the first retry of this type.
+
+ :param int other:
+ How many times to retry on other errors.
+
+ Other errors are errors that are not connect, read, redirect or status errors.
+ These errors might be raised after the request was sent to the server, so the
+ request might have side-effects.
+
+ Set to ``0`` to fail on the first retry of this type.
+
+ If ``total`` is not set, it's a good idea to set this to 0 to account
+ for unexpected edge cases and avoid infinite retry loops.
+
+ :param iterable allowed_methods:
+ Set of uppercased HTTP method verbs that we should retry on.
+
+ By default, we only retry on methods which are considered to be
+ idempotent (multiple requests with the same parameters end with the
+ same state). See :attr:`Retry.DEFAULT_ALLOWED_METHODS`.
+
+ Set to a ``False`` value to retry on any verb.
+
+ .. warning::
+
+ Previously this parameter was named ``method_whitelist``, that
+ usage is deprecated in v1.26.0 and will be removed in v2.0.
+
+ :param iterable status_forcelist:
+ A set of integer HTTP status codes that we should force a retry on.
+ A retry is initiated if the request method is in ``allowed_methods``
+ and the response status code is in ``status_forcelist``.
+
+ By default, this is disabled with ``None``.
+
+ :param float backoff_factor:
+ A backoff factor to apply between attempts after the second try
+ (most errors are resolved immediately by a second try without a
+ delay). urllib3 will sleep for::
+
+ {backoff factor} * (2 ** ({number of total retries} - 1))
+
+ seconds. If the backoff_factor is 0.1, then :func:`.sleep` will sleep
+ for [0.0s, 0.2s, 0.4s, ...] between retries. It will never be longer
+ than :attr:`Retry.DEFAULT_BACKOFF_MAX`.
+
+ By default, backoff is disabled (set to 0).
+
+ :param bool raise_on_redirect: Whether, if the number of redirects is
+ exhausted, to raise a MaxRetryError, or to return a response with a
+ response code in the 3xx range.
+
+ :param bool raise_on_status: Similar meaning to ``raise_on_redirect``:
+ whether we should raise an exception, or return a response,
+ if status falls in ``status_forcelist`` range and retries have
+ been exhausted.
+
+ :param tuple history: The history of the request encountered during
+ each call to :meth:`~Retry.increment`. The list is in the order
+ the requests occurred. Each list item is of class :class:`RequestHistory`.
+
+ :param bool respect_retry_after_header:
+ Whether to respect Retry-After header on status codes defined as
+ :attr:`Retry.RETRY_AFTER_STATUS_CODES` or not.
+
+ :param iterable remove_headers_on_redirect:
+ Sequence of headers to remove from the request when a response
+ indicating a redirect is returned before firing off the redirected
+ request.
+ """
+
+ #: Default methods to be used for ``allowed_methods``
+ DEFAULT_ALLOWED_METHODS = frozenset(
+ ["HEAD", "GET", "PUT", "DELETE", "OPTIONS", "TRACE"]
+ )
+
+ #: Default status codes to be used for ``status_forcelist``
+ RETRY_AFTER_STATUS_CODES = frozenset([413, 429, 503])
+
+ #: Default headers to be used for ``remove_headers_on_redirect``
+ DEFAULT_REMOVE_HEADERS_ON_REDIRECT = frozenset(
+ ["Cookie", "Authorization", "Proxy-Authorization"]
+ )
+
+ #: Maximum backoff time.
+ DEFAULT_BACKOFF_MAX = 120
+
+ def __init__(
+ self,
+ total=10,
+ connect=None,
+ read=None,
+ redirect=None,
+ status=None,
+ other=None,
+ allowed_methods=_Default,
+ status_forcelist=None,
+ backoff_factor=0,
+ raise_on_redirect=True,
+ raise_on_status=True,
+ history=None,
+ respect_retry_after_header=True,
+ remove_headers_on_redirect=_Default,
+ # TODO: Deprecated, remove in v2.0
+ method_whitelist=_Default,
+ ):
+
+ if method_whitelist is not _Default:
+ if allowed_methods is not _Default:
+ raise ValueError(
+ "Using both 'allowed_methods' and "
+ "'method_whitelist' together is not allowed. "
+ "Instead only use 'allowed_methods'"
+ )
+ warnings.warn(
+ "Using 'method_whitelist' with Retry is deprecated and "
+ "will be removed in v2.0. Use 'allowed_methods' instead",
+ DeprecationWarning,
+ stacklevel=2,
+ )
+ allowed_methods = method_whitelist
+ if allowed_methods is _Default:
+ allowed_methods = self.DEFAULT_ALLOWED_METHODS
+ if remove_headers_on_redirect is _Default:
+ remove_headers_on_redirect = self.DEFAULT_REMOVE_HEADERS_ON_REDIRECT
+
+ self.total = total
+ self.connect = connect
+ self.read = read
+ self.status = status
+ self.other = other
+
+ if redirect is False or total is False:
+ redirect = 0
+ raise_on_redirect = False
+
+ self.redirect = redirect
+ self.status_forcelist = status_forcelist or set()
+ self.allowed_methods = allowed_methods
+ self.backoff_factor = backoff_factor
+ self.raise_on_redirect = raise_on_redirect
+ self.raise_on_status = raise_on_status
+ self.history = history or tuple()
+ self.respect_retry_after_header = respect_retry_after_header
+ self.remove_headers_on_redirect = frozenset(
+ [h.lower() for h in remove_headers_on_redirect]
+ )
+
+ def new(self, **kw):
+ params = dict(
+ total=self.total,
+ connect=self.connect,
+ read=self.read,
+ redirect=self.redirect,
+ status=self.status,
+ other=self.other,
+ status_forcelist=self.status_forcelist,
+ backoff_factor=self.backoff_factor,
+ raise_on_redirect=self.raise_on_redirect,
+ raise_on_status=self.raise_on_status,
+ history=self.history,
+ remove_headers_on_redirect=self.remove_headers_on_redirect,
+ respect_retry_after_header=self.respect_retry_after_header,
+ )
+
+ # TODO: If already given in **kw we use what's given to us
+ # If not given we need to figure out what to pass. We decide
+ # based on whether our class has the 'method_whitelist' property
+ # and if so we pass the deprecated 'method_whitelist' otherwise
+ # we use 'allowed_methods'. Remove in v2.0
+ if "method_whitelist" not in kw and "allowed_methods" not in kw:
+ if "method_whitelist" in self.__dict__:
+ warnings.warn(
+ "Using 'method_whitelist' with Retry is deprecated and "
+ "will be removed in v2.0. Use 'allowed_methods' instead",
+ DeprecationWarning,
+ )
+ params["method_whitelist"] = self.allowed_methods
+ else:
+ params["allowed_methods"] = self.allowed_methods
+
+ params.update(kw)
+ return type(self)(**params)
+
+ @classmethod
+ def from_int(cls, retries, redirect=True, default=None):
+ """Backwards-compatibility for the old retries format."""
+ if retries is None:
+ retries = default if default is not None else cls.DEFAULT
+
+ if isinstance(retries, Retry):
+ return retries
+
+ redirect = bool(redirect) and None
+ new_retries = cls(retries, redirect=redirect)
+ log.debug("Converted retries value: %r -> %r", retries, new_retries)
+ return new_retries
+
+ def get_backoff_time(self):
+ """Formula for computing the current backoff
+
+ :rtype: float
+ """
+ # We want to consider only the last consecutive errors sequence (Ignore redirects).
+ consecutive_errors_len = len(
+ list(
+ takewhile(lambda x: x.redirect_location is None, reversed(self.history))
+ )
+ )
+ if consecutive_errors_len <= 1:
+ return 0
+
+ backoff_value = self.backoff_factor * (2 ** (consecutive_errors_len - 1))
+ return min(self.DEFAULT_BACKOFF_MAX, backoff_value)
+
+ def parse_retry_after(self, retry_after):
+ # Whitespace: https://tools.ietf.org/html/rfc7230#section-3.2.4
+ if re.match(r"^\s*[0-9]+\s*$", retry_after):
+ seconds = int(retry_after)
+ else:
+ retry_date_tuple = email.utils.parsedate_tz(retry_after)
+ if retry_date_tuple is None:
+ raise InvalidHeader("Invalid Retry-After header: %s" % retry_after)
+ if retry_date_tuple[9] is None: # Python 2
+ # Assume UTC if no timezone was specified
+ # On Python2.7, parsedate_tz returns None for a timezone offset
+ # instead of 0 if no timezone is given, where mktime_tz treats
+ # a None timezone offset as local time.
+ retry_date_tuple = retry_date_tuple[:9] + (0,) + retry_date_tuple[10:]
+
+ retry_date = email.utils.mktime_tz(retry_date_tuple)
+ seconds = retry_date - time.time()
+
+ if seconds < 0:
+ seconds = 0
+
+ return seconds
+
+ def get_retry_after(self, response):
+ """Get the value of Retry-After in seconds."""
+
+ retry_after = response.headers.get("Retry-After")
+
+ if retry_after is None:
+ return None
+
+ return self.parse_retry_after(retry_after)
+
+ def sleep_for_retry(self, response=None):
+ retry_after = self.get_retry_after(response)
+ if retry_after:
+ time.sleep(retry_after)
+ return True
+
+ return False
+
+ def _sleep_backoff(self):
+ backoff = self.get_backoff_time()
+ if backoff <= 0:
+ return
+ time.sleep(backoff)
+
+ def sleep(self, response=None):
+ """Sleep between retry attempts.
+
+ This method will respect a server's ``Retry-After`` response header
+ and sleep the duration of the time requested. If that is not present, it
+ will use an exponential backoff. By default, the backoff factor is 0 and
+ this method will return immediately.
+ """
+
+ if self.respect_retry_after_header and response:
+ slept = self.sleep_for_retry(response)
+ if slept:
+ return
+
+ self._sleep_backoff()
+
+ def _is_connection_error(self, err):
+ """Errors when we're fairly sure that the server did not receive the
+ request, so it should be safe to retry.
+ """
+ if isinstance(err, ProxyError):
+ err = err.original_error
+ return isinstance(err, ConnectTimeoutError)
+
+ def _is_read_error(self, err):
+ """Errors that occur after the request has been started, so we should
+ assume that the server began processing it.
+ """
+ return isinstance(err, (ReadTimeoutError, ProtocolError))
+
+ def _is_method_retryable(self, method):
+ """Checks if a given HTTP method should be retried upon, depending if
+ it is included in the allowed_methods
+ """
+ # TODO: For now favor if the Retry implementation sets its own method_whitelist
+ # property outside of our constructor to avoid breaking custom implementations.
+ if "method_whitelist" in self.__dict__:
+ warnings.warn(
+ "Using 'method_whitelist' with Retry is deprecated and "
+ "will be removed in v2.0. Use 'allowed_methods' instead",
+ DeprecationWarning,
+ )
+ allowed_methods = self.method_whitelist
+ else:
+ allowed_methods = self.allowed_methods
+
+ if allowed_methods and method.upper() not in allowed_methods:
+ return False
+ return True
+
+ def is_retry(self, method, status_code, has_retry_after=False):
+ """Is this method/status code retryable? (Based on allowlists and control
+ variables such as the number of total retries to allow, whether to
+ respect the Retry-After header, whether this header is present, and
+ whether the returned status code is on the list of status codes to
+ be retried upon on the presence of the aforementioned header)
+ """
+ if not self._is_method_retryable(method):
+ return False
+
+ if self.status_forcelist and status_code in self.status_forcelist:
+ return True
+
+ return (
+ self.total
+ and self.respect_retry_after_header
+ and has_retry_after
+ and (status_code in self.RETRY_AFTER_STATUS_CODES)
+ )
+
+ def is_exhausted(self):
+ """Are we out of retries?"""
+ retry_counts = (
+ self.total,
+ self.connect,
+ self.read,
+ self.redirect,
+ self.status,
+ self.other,
+ )
+ retry_counts = list(filter(None, retry_counts))
+ if not retry_counts:
+ return False
+
+ return min(retry_counts) < 0
+
+ def increment(
+ self,
+ method=None,
+ url=None,
+ response=None,
+ error=None,
+ _pool=None,
+ _stacktrace=None,
+ ):
+ """Return a new Retry object with incremented retry counters.
+
+ :param response: A response object, or None, if the server did not
+ return a response.
+ :type response: :class:`~urllib3.response.HTTPResponse`
+ :param Exception error: An error encountered during the request, or
+ None if the response was received successfully.
+
+ :return: A new ``Retry`` object.
+ """
+ if self.total is False and error:
+ # Disabled, indicate to re-raise the error.
+ raise six.reraise(type(error), error, _stacktrace)
+
+ total = self.total
+ if total is not None:
+ total -= 1
+
+ connect = self.connect
+ read = self.read
+ redirect = self.redirect
+ status_count = self.status
+ other = self.other
+ cause = "unknown"
+ status = None
+ redirect_location = None
+
+ if error and self._is_connection_error(error):
+ # Connect retry?
+ if connect is False:
+ raise six.reraise(type(error), error, _stacktrace)
+ elif connect is not None:
+ connect -= 1
+
+ elif error and self._is_read_error(error):
+ # Read retry?
+ if read is False or not self._is_method_retryable(method):
+ raise six.reraise(type(error), error, _stacktrace)
+ elif read is not None:
+ read -= 1
+
+ elif error:
+ # Other retry?
+ if other is not None:
+ other -= 1
+
+ elif response and response.get_redirect_location():
+ # Redirect retry?
+ if redirect is not None:
+ redirect -= 1
+ cause = "too many redirects"
+ redirect_location = response.get_redirect_location()
+ status = response.status
+
+ else:
+ # Incrementing because of a server error like a 500 in
+ # status_forcelist and the given method is in the allowed_methods
+ cause = ResponseError.GENERIC_ERROR
+ if response and response.status:
+ if status_count is not None:
+ status_count -= 1
+ cause = ResponseError.SPECIFIC_ERROR.format(status_code=response.status)
+ status = response.status
+
+ history = self.history + (
+ RequestHistory(method, url, error, status, redirect_location),
+ )
+
+ new_retry = self.new(
+ total=total,
+ connect=connect,
+ read=read,
+ redirect=redirect,
+ status=status_count,
+ other=other,
+ history=history,
+ )
+
+ if new_retry.is_exhausted():
+ raise MaxRetryError(_pool, url, error or ResponseError(cause))
+
+ log.debug("Incremented Retry for (url='%s'): %r", url, new_retry)
+
+ return new_retry
+
+ def __repr__(self):
+ return (
+ "{cls.__name__}(total={self.total}, connect={self.connect}, "
+ "read={self.read}, redirect={self.redirect}, status={self.status})"
+ ).format(cls=type(self), self=self)
+
+ def __getattr__(self, item):
+ if item == "method_whitelist":
+ # TODO: Remove this deprecated alias in v2.0
+ warnings.warn(
+ "Using 'method_whitelist' with Retry is deprecated and "
+ "will be removed in v2.0. Use 'allowed_methods' instead",
+ DeprecationWarning,
+ )
+ return self.allowed_methods
+ try:
+ return getattr(super(Retry, self), item)
+ except AttributeError:
+ return getattr(Retry, item)
+
+
+# For backwards compatibility (equivalent to pre-v1.9):
+Retry.DEFAULT = Retry(3)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_.py
new file mode 100644
index 0000000000000000000000000000000000000000..f26809c766a6c684df94ca3ddc43b07269a645ea
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_.py
@@ -0,0 +1,504 @@
+from __future__ import absolute_import
+
+import hashlib
+import hmac
+import os
+import sys
+import warnings
+from binascii import hexlify, unhexlify
+
+from ..exceptions import (
+ InsecurePlatformWarning,
+ ProxySchemeUnsupported,
+ SNIMissingWarning,
+ SSLError,
+)
+from ..packages import six
+from .url import BRACELESS_IPV6_ADDRZ_RE, IPV4_RE
+
+SSLContext = None
+SSLTransport = None
+HAS_SNI = False
+IS_PYOPENSSL = False
+IS_SECURETRANSPORT = False
+ALPN_PROTOCOLS = ["http/1.1"]
+
+# Maps the length of a digest to a possible hash function producing this digest
+HASHFUNC_MAP = {
+ length: getattr(hashlib, algorithm, None)
+ for length, algorithm in ((32, "md5"), (40, "sha1"), (64, "sha256"))
+}
+
+
+def _const_compare_digest_backport(a, b):
+ """
+ Compare two digests of equal length in constant time.
+
+ The digests must be of type str/bytes.
+ Returns True if the digests match, and False otherwise.
+ """
+ result = abs(len(a) - len(b))
+ for left, right in zip(bytearray(a), bytearray(b)):
+ result |= left ^ right
+ return result == 0
+
+
+_const_compare_digest = getattr(hmac, "compare_digest", _const_compare_digest_backport)
+
+try: # Test for SSL features
+ import ssl
+ from ssl import CERT_REQUIRED, wrap_socket
+except ImportError:
+ pass
+
+try:
+ from ssl import HAS_SNI # Has SNI?
+except ImportError:
+ pass
+
+try:
+ from .ssltransport import SSLTransport
+except ImportError:
+ pass
+
+
+try: # Platform-specific: Python 3.6
+ from ssl import PROTOCOL_TLS
+
+ PROTOCOL_SSLv23 = PROTOCOL_TLS
+except ImportError:
+ try:
+ from ssl import PROTOCOL_SSLv23 as PROTOCOL_TLS
+
+ PROTOCOL_SSLv23 = PROTOCOL_TLS
+ except ImportError:
+ PROTOCOL_SSLv23 = PROTOCOL_TLS = 2
+
+try:
+ from ssl import PROTOCOL_TLS_CLIENT
+except ImportError:
+ PROTOCOL_TLS_CLIENT = PROTOCOL_TLS
+
+
+try:
+ from ssl import OP_NO_COMPRESSION, OP_NO_SSLv2, OP_NO_SSLv3
+except ImportError:
+ OP_NO_SSLv2, OP_NO_SSLv3 = 0x1000000, 0x2000000
+ OP_NO_COMPRESSION = 0x20000
+
+
+try: # OP_NO_TICKET was added in Python 3.6
+ from ssl import OP_NO_TICKET
+except ImportError:
+ OP_NO_TICKET = 0x4000
+
+
+# A secure default.
+# Sources for more information on TLS ciphers:
+#
+# - https://wiki.mozilla.org/Security/Server_Side_TLS
+# - https://www.ssllabs.com/projects/best-practices/index.html
+# - https://hynek.me/articles/hardening-your-web-servers-ssl-ciphers/
+#
+# The general intent is:
+# - prefer cipher suites that offer perfect forward secrecy (DHE/ECDHE),
+# - prefer ECDHE over DHE for better performance,
+# - prefer any AES-GCM and ChaCha20 over any AES-CBC for better performance and
+# security,
+# - prefer AES-GCM over ChaCha20 because hardware-accelerated AES is common,
+# - disable NULL authentication, MD5 MACs, DSS, and other
+# insecure ciphers for security reasons.
+# - NOTE: TLS 1.3 cipher suites are managed through a different interface
+# not exposed by CPython (yet!) and are enabled by default if they're available.
+DEFAULT_CIPHERS = ":".join(
+ [
+ "ECDHE+AESGCM",
+ "ECDHE+CHACHA20",
+ "DHE+AESGCM",
+ "DHE+CHACHA20",
+ "ECDH+AESGCM",
+ "DH+AESGCM",
+ "ECDH+AES",
+ "DH+AES",
+ "RSA+AESGCM",
+ "RSA+AES",
+ "!aNULL",
+ "!eNULL",
+ "!MD5",
+ "!DSS",
+ ]
+)
+
+try:
+ from ssl import SSLContext # Modern SSL?
+except ImportError:
+
+ class SSLContext(object): # Platform-specific: Python 2
+ def __init__(self, protocol_version):
+ self.protocol = protocol_version
+ # Use default values from a real SSLContext
+ self.check_hostname = False
+ self.verify_mode = ssl.CERT_NONE
+ self.ca_certs = None
+ self.options = 0
+ self.certfile = None
+ self.keyfile = None
+ self.ciphers = None
+
+ def load_cert_chain(self, certfile, keyfile):
+ self.certfile = certfile
+ self.keyfile = keyfile
+
+ def load_verify_locations(self, cafile=None, capath=None, cadata=None):
+ self.ca_certs = cafile
+
+ if capath is not None:
+ raise SSLError("CA directories not supported in older Pythons")
+
+ if cadata is not None:
+ raise SSLError("CA data not supported in older Pythons")
+
+ def set_ciphers(self, cipher_suite):
+ self.ciphers = cipher_suite
+
+ def wrap_socket(self, socket, server_hostname=None, server_side=False):
+ warnings.warn(
+ "A true SSLContext object is not available. This prevents "
+ "urllib3 from configuring SSL appropriately and may cause "
+ "certain SSL connections to fail. You can upgrade to a newer "
+ "version of Python to solve this. For more information, see "
+ "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+ "#ssl-warnings",
+ InsecurePlatformWarning,
+ )
+ kwargs = {
+ "keyfile": self.keyfile,
+ "certfile": self.certfile,
+ "ca_certs": self.ca_certs,
+ "cert_reqs": self.verify_mode,
+ "ssl_version": self.protocol,
+ "server_side": server_side,
+ }
+ return wrap_socket(socket, ciphers=self.ciphers, **kwargs)
+
+
+def assert_fingerprint(cert, fingerprint):
+ """
+ Checks if given fingerprint matches the supplied certificate.
+
+ :param cert:
+ Certificate as bytes object.
+ :param fingerprint:
+ Fingerprint as string of hexdigits, can be interspersed by colons.
+ """
+
+ fingerprint = fingerprint.replace(":", "").lower()
+ digest_length = len(fingerprint)
+ if digest_length not in HASHFUNC_MAP:
+ raise SSLError("Fingerprint of invalid length: {0}".format(fingerprint))
+ hashfunc = HASHFUNC_MAP.get(digest_length)
+ if hashfunc is None:
+ raise SSLError(
+ "Hash function implementation unavailable for fingerprint length: {0}".format(
+ digest_length
+ )
+ )
+
+ # We need encode() here for py32; works on py2 and p33.
+ fingerprint_bytes = unhexlify(fingerprint.encode())
+
+ cert_digest = hashfunc(cert).digest()
+
+ if not _const_compare_digest(cert_digest, fingerprint_bytes):
+ raise SSLError(
+ 'Fingerprints did not match. Expected "{0}", got "{1}".'.format(
+ fingerprint, hexlify(cert_digest)
+ )
+ )
+
+
+def resolve_cert_reqs(candidate):
+ """
+ Resolves the argument to a numeric constant, which can be passed to
+ the wrap_socket function/method from the ssl module.
+ Defaults to :data:`ssl.CERT_REQUIRED`.
+ If given a string it is assumed to be the name of the constant in the
+ :mod:`ssl` module or its abbreviation.
+ (So you can specify `REQUIRED` instead of `CERT_REQUIRED`.
+ If it's neither `None` nor a string we assume it is already the numeric
+ constant which can directly be passed to wrap_socket.
+ """
+ if candidate is None:
+ return CERT_REQUIRED
+
+ if isinstance(candidate, str):
+ res = getattr(ssl, candidate, None)
+ if res is None:
+ res = getattr(ssl, "CERT_" + candidate)
+ return res
+
+ return candidate
+
+
+def resolve_ssl_version(candidate):
+ """
+ like resolve_cert_reqs
+ """
+ if candidate is None:
+ return PROTOCOL_TLS
+
+ if isinstance(candidate, str):
+ res = getattr(ssl, candidate, None)
+ if res is None:
+ res = getattr(ssl, "PROTOCOL_" + candidate)
+ return res
+
+ return candidate
+
+
+def create_urllib3_context(
+ ssl_version=None, cert_reqs=None, options=None, ciphers=None
+):
+ """All arguments have the same meaning as ``ssl_wrap_socket``.
+
+ By default, this function does a lot of the same work that
+ ``ssl.create_default_context`` does on Python 3.4+. It:
+
+ - Disables SSLv2, SSLv3, and compression
+ - Sets a restricted set of server ciphers
+
+ If you wish to enable SSLv3, you can do::
+
+ from urllib3.util import ssl_
+ context = ssl_.create_urllib3_context()
+ context.options &= ~ssl_.OP_NO_SSLv3
+
+ You can do the same to enable compression (substituting ``COMPRESSION``
+ for ``SSLv3`` in the last line above).
+
+ :param ssl_version:
+ The desired protocol version to use. This will default to
+ PROTOCOL_SSLv23 which will negotiate the highest protocol that both
+ the server and your installation of OpenSSL support.
+ :param cert_reqs:
+ Whether to require the certificate verification. This defaults to
+ ``ssl.CERT_REQUIRED``.
+ :param options:
+ Specific OpenSSL options. These default to ``ssl.OP_NO_SSLv2``,
+ ``ssl.OP_NO_SSLv3``, ``ssl.OP_NO_COMPRESSION``, and ``ssl.OP_NO_TICKET``.
+ :param ciphers:
+ Which cipher suites to allow the server to select.
+ :returns:
+ Constructed SSLContext object with specified options
+ :rtype: SSLContext
+ """
+ # PROTOCOL_TLS is deprecated in Python 3.10
+ if not ssl_version or ssl_version == PROTOCOL_TLS:
+ ssl_version = PROTOCOL_TLS_CLIENT
+
+ context = SSLContext(ssl_version)
+
+ context.set_ciphers(ciphers or DEFAULT_CIPHERS)
+
+ # Setting the default here, as we may have no ssl module on import
+ cert_reqs = ssl.CERT_REQUIRED if cert_reqs is None else cert_reqs
+
+ if options is None:
+ options = 0
+ # SSLv2 is easily broken and is considered harmful and dangerous
+ options |= OP_NO_SSLv2
+ # SSLv3 has several problems and is now dangerous
+ options |= OP_NO_SSLv3
+ # Disable compression to prevent CRIME attacks for OpenSSL 1.0+
+ # (issue #309)
+ options |= OP_NO_COMPRESSION
+ # TLSv1.2 only. Unless set explicitly, do not request tickets.
+ # This may save some bandwidth on wire, and although the ticket is encrypted,
+ # there is a risk associated with it being on wire,
+ # if the server is not rotating its ticketing keys properly.
+ options |= OP_NO_TICKET
+
+ context.options |= options
+
+ # Enable post-handshake authentication for TLS 1.3, see GH #1634. PHA is
+ # necessary for conditional client cert authentication with TLS 1.3.
+ # The attribute is None for OpenSSL <= 1.1.0 or does not exist in older
+ # versions of Python. We only enable on Python 3.7.4+ or if certificate
+ # verification is enabled to work around Python issue #37428
+ # See: https://bugs.python.org/issue37428
+ if (cert_reqs == ssl.CERT_REQUIRED or sys.version_info >= (3, 7, 4)) and getattr(
+ context, "post_handshake_auth", None
+ ) is not None:
+ context.post_handshake_auth = True
+
+ def disable_check_hostname():
+ if (
+ getattr(context, "check_hostname", None) is not None
+ ): # Platform-specific: Python 3.2
+ # We do our own verification, including fingerprints and alternative
+ # hostnames. So disable it here
+ context.check_hostname = False
+
+ # The order of the below lines setting verify_mode and check_hostname
+ # matter due to safe-guards SSLContext has to prevent an SSLContext with
+ # check_hostname=True, verify_mode=NONE/OPTIONAL. This is made even more
+ # complex because we don't know whether PROTOCOL_TLS_CLIENT will be used
+ # or not so we don't know the initial state of the freshly created SSLContext.
+ if cert_reqs == ssl.CERT_REQUIRED:
+ context.verify_mode = cert_reqs
+ disable_check_hostname()
+ else:
+ disable_check_hostname()
+ context.verify_mode = cert_reqs
+
+ # Enable logging of TLS session keys via defacto standard environment variable
+ # 'SSLKEYLOGFILE', if the feature is available (Python 3.8+). Skip empty values.
+ if hasattr(context, "keylog_filename"):
+ sslkeylogfile = os.environ.get("SSLKEYLOGFILE")
+ if sslkeylogfile:
+ context.keylog_filename = sslkeylogfile
+
+ return context
+
+
+def ssl_wrap_socket(
+ sock,
+ keyfile=None,
+ certfile=None,
+ cert_reqs=None,
+ ca_certs=None,
+ server_hostname=None,
+ ssl_version=None,
+ ciphers=None,
+ ssl_context=None,
+ ca_cert_dir=None,
+ key_password=None,
+ ca_cert_data=None,
+ tls_in_tls=False,
+):
+ """
+ All arguments except for server_hostname, ssl_context, and ca_cert_dir have
+ the same meaning as they do when using :func:`ssl.wrap_socket`.
+
+ :param server_hostname:
+ When SNI is supported, the expected hostname of the certificate
+ :param ssl_context:
+ A pre-made :class:`SSLContext` object. If none is provided, one will
+ be created using :func:`create_urllib3_context`.
+ :param ciphers:
+ A string of ciphers we wish the client to support.
+ :param ca_cert_dir:
+ A directory containing CA certificates in multiple separate files, as
+ supported by OpenSSL's -CApath flag or the capath argument to
+ SSLContext.load_verify_locations().
+ :param key_password:
+ Optional password if the keyfile is encrypted.
+ :param ca_cert_data:
+ Optional string containing CA certificates in PEM format suitable for
+ passing as the cadata parameter to SSLContext.load_verify_locations()
+ :param tls_in_tls:
+ Use SSLTransport to wrap the existing socket.
+ """
+ context = ssl_context
+ if context is None:
+ # Note: This branch of code and all the variables in it are no longer
+ # used by urllib3 itself. We should consider deprecating and removing
+ # this code.
+ context = create_urllib3_context(ssl_version, cert_reqs, ciphers=ciphers)
+
+ if ca_certs or ca_cert_dir or ca_cert_data:
+ try:
+ context.load_verify_locations(ca_certs, ca_cert_dir, ca_cert_data)
+ except (IOError, OSError) as e:
+ raise SSLError(e)
+
+ elif ssl_context is None and hasattr(context, "load_default_certs"):
+ # try to load OS default certs; works well on Windows (require Python3.4+)
+ context.load_default_certs()
+
+ # Attempt to detect if we get the goofy behavior of the
+ # keyfile being encrypted and OpenSSL asking for the
+ # passphrase via the terminal and instead error out.
+ if keyfile and key_password is None and _is_key_file_encrypted(keyfile):
+ raise SSLError("Client private key is encrypted, password is required")
+
+ if certfile:
+ if key_password is None:
+ context.load_cert_chain(certfile, keyfile)
+ else:
+ context.load_cert_chain(certfile, keyfile, key_password)
+
+ try:
+ if hasattr(context, "set_alpn_protocols"):
+ context.set_alpn_protocols(ALPN_PROTOCOLS)
+ except NotImplementedError: # Defensive: in CI, we always have set_alpn_protocols
+ pass
+
+ # If we detect server_hostname is an IP address then the SNI
+ # extension should not be used according to RFC3546 Section 3.1
+ use_sni_hostname = server_hostname and not is_ipaddress(server_hostname)
+ # SecureTransport uses server_hostname in certificate verification.
+ send_sni = (use_sni_hostname and HAS_SNI) or (
+ IS_SECURETRANSPORT and server_hostname
+ )
+ # Do not warn the user if server_hostname is an invalid SNI hostname.
+ if not HAS_SNI and use_sni_hostname:
+ warnings.warn(
+ "An HTTPS request has been made, but the SNI (Server Name "
+ "Indication) extension to TLS is not available on this platform. "
+ "This may cause the server to present an incorrect TLS "
+ "certificate, which can cause validation failures. You can upgrade to "
+ "a newer version of Python to solve this. For more information, see "
+ "https://urllib3.readthedocs.io/en/1.26.x/advanced-usage.html"
+ "#ssl-warnings",
+ SNIMissingWarning,
+ )
+
+ if send_sni:
+ ssl_sock = _ssl_wrap_socket_impl(
+ sock, context, tls_in_tls, server_hostname=server_hostname
+ )
+ else:
+ ssl_sock = _ssl_wrap_socket_impl(sock, context, tls_in_tls)
+ return ssl_sock
+
+
+def is_ipaddress(hostname):
+ """Detects whether the hostname given is an IPv4 or IPv6 address.
+ Also detects IPv6 addresses with Zone IDs.
+
+ :param str hostname: Hostname to examine.
+ :return: True if the hostname is an IP address, False otherwise.
+ """
+ if not six.PY2 and isinstance(hostname, bytes):
+ # IDN A-label bytes are ASCII compatible.
+ hostname = hostname.decode("ascii")
+ return bool(IPV4_RE.match(hostname) or BRACELESS_IPV6_ADDRZ_RE.match(hostname))
+
+
+def _is_key_file_encrypted(key_file):
+ """Detects if a key file is encrypted or not."""
+ with open(key_file, "r") as f:
+ for line in f:
+ # Look for Proc-Type: 4,ENCRYPTED
+ if "ENCRYPTED" in line:
+ return True
+
+ return False
+
+
+def _ssl_wrap_socket_impl(sock, ssl_context, tls_in_tls, server_hostname=None):
+ if tls_in_tls:
+ if not SSLTransport:
+ # Import error, ssl is not available.
+ raise ProxySchemeUnsupported(
+ "TLS in TLS requires support for the 'ssl' module"
+ )
+
+ SSLTransport._validate_ssl_context_for_tls_in_tls(ssl_context)
+ return SSLTransport(sock, ssl_context, server_hostname)
+
+ if server_hostname:
+ return ssl_context.wrap_socket(sock, server_hostname=server_hostname)
+ else:
+ return ssl_context.wrap_socket(sock)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_match_hostname.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_match_hostname.py
new file mode 100644
index 0000000000000000000000000000000000000000..1dd950c489607d06ecc5218292a1b55558b47be8
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssl_match_hostname.py
@@ -0,0 +1,159 @@
+"""The match_hostname() function from Python 3.3.3, essential when using SSL."""
+
+# Note: This file is under the PSF license as the code comes from the python
+# stdlib. http://docs.python.org/3/license.html
+
+import re
+import sys
+
+# ipaddress has been backported to 2.6+ in pypi. If it is installed on the
+# system, use it to handle IPAddress ServerAltnames (this was added in
+# python-3.5) otherwise only do DNS matching. This allows
+# util.ssl_match_hostname to continue to be used in Python 2.7.
+try:
+ import ipaddress
+except ImportError:
+ ipaddress = None
+
+__version__ = "3.5.0.1"
+
+
+class CertificateError(ValueError):
+ pass
+
+
+def _dnsname_match(dn, hostname, max_wildcards=1):
+ """Matching according to RFC 6125, section 6.4.3
+
+ http://tools.ietf.org/html/rfc6125#section-6.4.3
+ """
+ pats = []
+ if not dn:
+ return False
+
+ # Ported from python3-syntax:
+ # leftmost, *remainder = dn.split(r'.')
+ parts = dn.split(r".")
+ leftmost = parts[0]
+ remainder = parts[1:]
+
+ wildcards = leftmost.count("*")
+ if wildcards > max_wildcards:
+ # Issue #17980: avoid denials of service by refusing more
+ # than one wildcard per fragment. A survey of established
+ # policy among SSL implementations showed it to be a
+ # reasonable choice.
+ raise CertificateError(
+ "too many wildcards in certificate DNS name: " + repr(dn)
+ )
+
+ # speed up common case w/o wildcards
+ if not wildcards:
+ return dn.lower() == hostname.lower()
+
+ # RFC 6125, section 6.4.3, subitem 1.
+ # The client SHOULD NOT attempt to match a presented identifier in which
+ # the wildcard character comprises a label other than the left-most label.
+ if leftmost == "*":
+ # When '*' is a fragment by itself, it matches a non-empty dotless
+ # fragment.
+ pats.append("[^.]+")
+ elif leftmost.startswith("xn--") or hostname.startswith("xn--"):
+ # RFC 6125, section 6.4.3, subitem 3.
+ # The client SHOULD NOT attempt to match a presented identifier
+ # where the wildcard character is embedded within an A-label or
+ # U-label of an internationalized domain name.
+ pats.append(re.escape(leftmost))
+ else:
+ # Otherwise, '*' matches any dotless string, e.g. www*
+ pats.append(re.escape(leftmost).replace(r"\*", "[^.]*"))
+
+ # add the remaining fragments, ignore any wildcards
+ for frag in remainder:
+ pats.append(re.escape(frag))
+
+ pat = re.compile(r"\A" + r"\.".join(pats) + r"\Z", re.IGNORECASE)
+ return pat.match(hostname)
+
+
+def _to_unicode(obj):
+ if isinstance(obj, str) and sys.version_info < (3,):
+ # ignored flake8 # F821 to support python 2.7 function
+ obj = unicode(obj, encoding="ascii", errors="strict") # noqa: F821
+ return obj
+
+
+def _ipaddress_match(ipname, host_ip):
+ """Exact matching of IP addresses.
+
+ RFC 6125 explicitly doesn't define an algorithm for this
+ (section 1.7.2 - "Out of Scope").
+ """
+ # OpenSSL may add a trailing newline to a subjectAltName's IP address
+ # Divergence from upstream: ipaddress can't handle byte str
+ ip = ipaddress.ip_address(_to_unicode(ipname).rstrip())
+ return ip == host_ip
+
+
+def match_hostname(cert, hostname):
+ """Verify that *cert* (in decoded format as returned by
+ SSLSocket.getpeercert()) matches the *hostname*. RFC 2818 and RFC 6125
+ rules are followed, but IP addresses are not accepted for *hostname*.
+
+ CertificateError is raised on failure. On success, the function
+ returns nothing.
+ """
+ if not cert:
+ raise ValueError(
+ "empty or no certificate, match_hostname needs a "
+ "SSL socket or SSL context with either "
+ "CERT_OPTIONAL or CERT_REQUIRED"
+ )
+ try:
+ # Divergence from upstream: ipaddress can't handle byte str
+ host_ip = ipaddress.ip_address(_to_unicode(hostname))
+ except (UnicodeError, ValueError):
+ # ValueError: Not an IP address (common case)
+ # UnicodeError: Divergence from upstream: Have to deal with ipaddress not taking
+ # byte strings. addresses should be all ascii, so we consider it not
+ # an ipaddress in this case
+ host_ip = None
+ except AttributeError:
+ # Divergence from upstream: Make ipaddress library optional
+ if ipaddress is None:
+ host_ip = None
+ else: # Defensive
+ raise
+ dnsnames = []
+ san = cert.get("subjectAltName", ())
+ for key, value in san:
+ if key == "DNS":
+ if host_ip is None and _dnsname_match(value, hostname):
+ return
+ dnsnames.append(value)
+ elif key == "IP Address":
+ if host_ip is not None and _ipaddress_match(value, host_ip):
+ return
+ dnsnames.append(value)
+ if not dnsnames:
+ # The subject is only checked when there is no dNSName entry
+ # in subjectAltName
+ for sub in cert.get("subject", ()):
+ for key, value in sub:
+ # XXX according to RFC 2818, the most specific Common Name
+ # must be used.
+ if key == "commonName":
+ if _dnsname_match(value, hostname):
+ return
+ dnsnames.append(value)
+ if len(dnsnames) > 1:
+ raise CertificateError(
+ "hostname %r "
+ "doesn't match either of %s" % (hostname, ", ".join(map(repr, dnsnames)))
+ )
+ elif len(dnsnames) == 1:
+ raise CertificateError("hostname %r doesn't match %r" % (hostname, dnsnames[0]))
+ else:
+ raise CertificateError(
+ "no appropriate commonName or subjectAltName fields were found"
+ )
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssltransport.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssltransport.py
new file mode 100644
index 0000000000000000000000000000000000000000..4a7105d17916a7237f3df6e59d65ca82375f8803
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/ssltransport.py
@@ -0,0 +1,221 @@
+import io
+import socket
+import ssl
+
+from ..exceptions import ProxySchemeUnsupported
+from ..packages import six
+
+SSL_BLOCKSIZE = 16384
+
+
+class SSLTransport:
+ """
+ The SSLTransport wraps an existing socket and establishes an SSL connection.
+
+ Contrary to Python's implementation of SSLSocket, it allows you to chain
+ multiple TLS connections together. It's particularly useful if you need to
+ implement TLS within TLS.
+
+ The class supports most of the socket API operations.
+ """
+
+ @staticmethod
+ def _validate_ssl_context_for_tls_in_tls(ssl_context):
+ """
+ Raises a ProxySchemeUnsupported if the provided ssl_context can't be used
+ for TLS in TLS.
+
+ The only requirement is that the ssl_context provides the 'wrap_bio'
+ methods.
+ """
+
+ if not hasattr(ssl_context, "wrap_bio"):
+ if six.PY2:
+ raise ProxySchemeUnsupported(
+ "TLS in TLS requires SSLContext.wrap_bio() which isn't "
+ "supported on Python 2"
+ )
+ else:
+ raise ProxySchemeUnsupported(
+ "TLS in TLS requires SSLContext.wrap_bio() which isn't "
+ "available on non-native SSLContext"
+ )
+
+ def __init__(
+ self, socket, ssl_context, server_hostname=None, suppress_ragged_eofs=True
+ ):
+ """
+ Create an SSLTransport around socket using the provided ssl_context.
+ """
+ self.incoming = ssl.MemoryBIO()
+ self.outgoing = ssl.MemoryBIO()
+
+ self.suppress_ragged_eofs = suppress_ragged_eofs
+ self.socket = socket
+
+ self.sslobj = ssl_context.wrap_bio(
+ self.incoming, self.outgoing, server_hostname=server_hostname
+ )
+
+ # Perform initial handshake.
+ self._ssl_io_loop(self.sslobj.do_handshake)
+
+ def __enter__(self):
+ return self
+
+ def __exit__(self, *_):
+ self.close()
+
+ def fileno(self):
+ return self.socket.fileno()
+
+ def read(self, len=1024, buffer=None):
+ return self._wrap_ssl_read(len, buffer)
+
+ def recv(self, len=1024, flags=0):
+ if flags != 0:
+ raise ValueError("non-zero flags not allowed in calls to recv")
+ return self._wrap_ssl_read(len)
+
+ def recv_into(self, buffer, nbytes=None, flags=0):
+ if flags != 0:
+ raise ValueError("non-zero flags not allowed in calls to recv_into")
+ if buffer and (nbytes is None):
+ nbytes = len(buffer)
+ elif nbytes is None:
+ nbytes = 1024
+ return self.read(nbytes, buffer)
+
+ def sendall(self, data, flags=0):
+ if flags != 0:
+ raise ValueError("non-zero flags not allowed in calls to sendall")
+ count = 0
+ with memoryview(data) as view, view.cast("B") as byte_view:
+ amount = len(byte_view)
+ while count < amount:
+ v = self.send(byte_view[count:])
+ count += v
+
+ def send(self, data, flags=0):
+ if flags != 0:
+ raise ValueError("non-zero flags not allowed in calls to send")
+ response = self._ssl_io_loop(self.sslobj.write, data)
+ return response
+
+ def makefile(
+ self, mode="r", buffering=None, encoding=None, errors=None, newline=None
+ ):
+ """
+ Python's httpclient uses makefile and buffered io when reading HTTP
+ messages and we need to support it.
+
+ This is unfortunately a copy and paste of socket.py makefile with small
+ changes to point to the socket directly.
+ """
+ if not set(mode) <= {"r", "w", "b"}:
+ raise ValueError("invalid mode %r (only r, w, b allowed)" % (mode,))
+
+ writing = "w" in mode
+ reading = "r" in mode or not writing
+ assert reading or writing
+ binary = "b" in mode
+ rawmode = ""
+ if reading:
+ rawmode += "r"
+ if writing:
+ rawmode += "w"
+ raw = socket.SocketIO(self, rawmode)
+ self.socket._io_refs += 1
+ if buffering is None:
+ buffering = -1
+ if buffering < 0:
+ buffering = io.DEFAULT_BUFFER_SIZE
+ if buffering == 0:
+ if not binary:
+ raise ValueError("unbuffered streams must be binary")
+ return raw
+ if reading and writing:
+ buffer = io.BufferedRWPair(raw, raw, buffering)
+ elif reading:
+ buffer = io.BufferedReader(raw, buffering)
+ else:
+ assert writing
+ buffer = io.BufferedWriter(raw, buffering)
+ if binary:
+ return buffer
+ text = io.TextIOWrapper(buffer, encoding, errors, newline)
+ text.mode = mode
+ return text
+
+ def unwrap(self):
+ self._ssl_io_loop(self.sslobj.unwrap)
+
+ def close(self):
+ self.socket.close()
+
+ def getpeercert(self, binary_form=False):
+ return self.sslobj.getpeercert(binary_form)
+
+ def version(self):
+ return self.sslobj.version()
+
+ def cipher(self):
+ return self.sslobj.cipher()
+
+ def selected_alpn_protocol(self):
+ return self.sslobj.selected_alpn_protocol()
+
+ def selected_npn_protocol(self):
+ return self.sslobj.selected_npn_protocol()
+
+ def shared_ciphers(self):
+ return self.sslobj.shared_ciphers()
+
+ def compression(self):
+ return self.sslobj.compression()
+
+ def settimeout(self, value):
+ self.socket.settimeout(value)
+
+ def gettimeout(self):
+ return self.socket.gettimeout()
+
+ def _decref_socketios(self):
+ self.socket._decref_socketios()
+
+ def _wrap_ssl_read(self, len, buffer=None):
+ try:
+ return self._ssl_io_loop(self.sslobj.read, len, buffer)
+ except ssl.SSLError as e:
+ if e.errno == ssl.SSL_ERROR_EOF and self.suppress_ragged_eofs:
+ return 0 # eof, return 0.
+ else:
+ raise
+
+ def _ssl_io_loop(self, func, *args):
+ """Performs an I/O loop between incoming/outgoing and the socket."""
+ should_loop = True
+ ret = None
+
+ while should_loop:
+ errno = None
+ try:
+ ret = func(*args)
+ except ssl.SSLError as e:
+ if e.errno not in (ssl.SSL_ERROR_WANT_READ, ssl.SSL_ERROR_WANT_WRITE):
+ # WANT_READ, and WANT_WRITE are expected, others are not.
+ raise e
+ errno = e.errno
+
+ buf = self.outgoing.read()
+ self.socket.sendall(buf)
+
+ if errno is None:
+ should_loop = False
+ elif errno == ssl.SSL_ERROR_WANT_READ:
+ buf = self.socket.recv(SSL_BLOCKSIZE)
+ if buf:
+ self.incoming.write(buf)
+ else:
+ self.incoming.write_eof()
+ return ret
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/timeout.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/timeout.py
new file mode 100644
index 0000000000000000000000000000000000000000..78e18a6272482e3946de83c0274badc4a5cfcdfa
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/timeout.py
@@ -0,0 +1,271 @@
+from __future__ import absolute_import
+
+import time
+
+# The default socket timeout, used by httplib to indicate that no timeout was; specified by the user
+from socket import _GLOBAL_DEFAULT_TIMEOUT, getdefaulttimeout
+
+from ..exceptions import TimeoutStateError
+
+# A sentinel value to indicate that no timeout was specified by the user in
+# urllib3
+_Default = object()
+
+
+# Use time.monotonic if available.
+current_time = getattr(time, "monotonic", time.time)
+
+
+class Timeout(object):
+ """Timeout configuration.
+
+ Timeouts can be defined as a default for a pool:
+
+ .. code-block:: python
+
+ timeout = Timeout(connect=2.0, read=7.0)
+ http = PoolManager(timeout=timeout)
+ response = http.request('GET', 'http://example.com/')
+
+ Or per-request (which overrides the default for the pool):
+
+ .. code-block:: python
+
+ response = http.request('GET', 'http://example.com/', timeout=Timeout(10))
+
+ Timeouts can be disabled by setting all the parameters to ``None``:
+
+ .. code-block:: python
+
+ no_timeout = Timeout(connect=None, read=None)
+ response = http.request('GET', 'http://example.com/, timeout=no_timeout)
+
+
+ :param total:
+ This combines the connect and read timeouts into one; the read timeout
+ will be set to the time leftover from the connect attempt. In the
+ event that both a connect timeout and a total are specified, or a read
+ timeout and a total are specified, the shorter timeout will be applied.
+
+ Defaults to None.
+
+ :type total: int, float, or None
+
+ :param connect:
+ The maximum amount of time (in seconds) to wait for a connection
+ attempt to a server to succeed. Omitting the parameter will default the
+ connect timeout to the system default, probably `the global default
+ timeout in socket.py
+ `_.
+ None will set an infinite timeout for connection attempts.
+
+ :type connect: int, float, or None
+
+ :param read:
+ The maximum amount of time (in seconds) to wait between consecutive
+ read operations for a response from the server. Omitting the parameter
+ will default the read timeout to the system default, probably `the
+ global default timeout in socket.py
+ `_.
+ None will set an infinite timeout.
+
+ :type read: int, float, or None
+
+ .. note::
+
+ Many factors can affect the total amount of time for urllib3 to return
+ an HTTP response.
+
+ For example, Python's DNS resolver does not obey the timeout specified
+ on the socket. Other factors that can affect total request time include
+ high CPU load, high swap, the program running at a low priority level,
+ or other behaviors.
+
+ In addition, the read and total timeouts only measure the time between
+ read operations on the socket connecting the client and the server,
+ not the total amount of time for the request to return a complete
+ response. For most requests, the timeout is raised because the server
+ has not sent the first byte in the specified time. This is not always
+ the case; if a server streams one byte every fifteen seconds, a timeout
+ of 20 seconds will not trigger, even though the request will take
+ several minutes to complete.
+
+ If your goal is to cut off any request after a set amount of wall clock
+ time, consider having a second "watcher" thread to cut off a slow
+ request.
+ """
+
+ #: A sentinel object representing the default timeout value
+ DEFAULT_TIMEOUT = _GLOBAL_DEFAULT_TIMEOUT
+
+ def __init__(self, total=None, connect=_Default, read=_Default):
+ self._connect = self._validate_timeout(connect, "connect")
+ self._read = self._validate_timeout(read, "read")
+ self.total = self._validate_timeout(total, "total")
+ self._start_connect = None
+
+ def __repr__(self):
+ return "%s(connect=%r, read=%r, total=%r)" % (
+ type(self).__name__,
+ self._connect,
+ self._read,
+ self.total,
+ )
+
+ # __str__ provided for backwards compatibility
+ __str__ = __repr__
+
+ @classmethod
+ def resolve_default_timeout(cls, timeout):
+ return getdefaulttimeout() if timeout is cls.DEFAULT_TIMEOUT else timeout
+
+ @classmethod
+ def _validate_timeout(cls, value, name):
+ """Check that a timeout attribute is valid.
+
+ :param value: The timeout value to validate
+ :param name: The name of the timeout attribute to validate. This is
+ used to specify in error messages.
+ :return: The validated and casted version of the given value.
+ :raises ValueError: If it is a numeric value less than or equal to
+ zero, or the type is not an integer, float, or None.
+ """
+ if value is _Default:
+ return cls.DEFAULT_TIMEOUT
+
+ if value is None or value is cls.DEFAULT_TIMEOUT:
+ return value
+
+ if isinstance(value, bool):
+ raise ValueError(
+ "Timeout cannot be a boolean value. It must "
+ "be an int, float or None."
+ )
+ try:
+ float(value)
+ except (TypeError, ValueError):
+ raise ValueError(
+ "Timeout value %s was %s, but it must be an "
+ "int, float or None." % (name, value)
+ )
+
+ try:
+ if value <= 0:
+ raise ValueError(
+ "Attempted to set %s timeout to %s, but the "
+ "timeout cannot be set to a value less "
+ "than or equal to 0." % (name, value)
+ )
+ except TypeError:
+ # Python 3
+ raise ValueError(
+ "Timeout value %s was %s, but it must be an "
+ "int, float or None." % (name, value)
+ )
+
+ return value
+
+ @classmethod
+ def from_float(cls, timeout):
+ """Create a new Timeout from a legacy timeout value.
+
+ The timeout value used by httplib.py sets the same timeout on the
+ connect(), and recv() socket requests. This creates a :class:`Timeout`
+ object that sets the individual timeouts to the ``timeout`` value
+ passed to this function.
+
+ :param timeout: The legacy timeout value.
+ :type timeout: integer, float, sentinel default object, or None
+ :return: Timeout object
+ :rtype: :class:`Timeout`
+ """
+ return Timeout(read=timeout, connect=timeout)
+
+ def clone(self):
+ """Create a copy of the timeout object
+
+ Timeout properties are stored per-pool but each request needs a fresh
+ Timeout object to ensure each one has its own start/stop configured.
+
+ :return: a copy of the timeout object
+ :rtype: :class:`Timeout`
+ """
+ # We can't use copy.deepcopy because that will also create a new object
+ # for _GLOBAL_DEFAULT_TIMEOUT, which socket.py uses as a sentinel to
+ # detect the user default.
+ return Timeout(connect=self._connect, read=self._read, total=self.total)
+
+ def start_connect(self):
+ """Start the timeout clock, used during a connect() attempt
+
+ :raises urllib3.exceptions.TimeoutStateError: if you attempt
+ to start a timer that has been started already.
+ """
+ if self._start_connect is not None:
+ raise TimeoutStateError("Timeout timer has already been started.")
+ self._start_connect = current_time()
+ return self._start_connect
+
+ def get_connect_duration(self):
+ """Gets the time elapsed since the call to :meth:`start_connect`.
+
+ :return: Elapsed time in seconds.
+ :rtype: float
+ :raises urllib3.exceptions.TimeoutStateError: if you attempt
+ to get duration for a timer that hasn't been started.
+ """
+ if self._start_connect is None:
+ raise TimeoutStateError(
+ "Can't get connect duration for timer that has not started."
+ )
+ return current_time() - self._start_connect
+
+ @property
+ def connect_timeout(self):
+ """Get the value to use when setting a connection timeout.
+
+ This will be a positive float or integer, the value None
+ (never timeout), or the default system timeout.
+
+ :return: Connect timeout.
+ :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
+ """
+ if self.total is None:
+ return self._connect
+
+ if self._connect is None or self._connect is self.DEFAULT_TIMEOUT:
+ return self.total
+
+ return min(self._connect, self.total)
+
+ @property
+ def read_timeout(self):
+ """Get the value for the read timeout.
+
+ This assumes some time has elapsed in the connection timeout and
+ computes the read timeout appropriately.
+
+ If self.total is set, the read timeout is dependent on the amount of
+ time taken by the connect timeout. If the connection time has not been
+ established, a :exc:`~urllib3.exceptions.TimeoutStateError` will be
+ raised.
+
+ :return: Value to use for the read timeout.
+ :rtype: int, float, :attr:`Timeout.DEFAULT_TIMEOUT` or None
+ :raises urllib3.exceptions.TimeoutStateError: If :meth:`start_connect`
+ has not yet been called on this object.
+ """
+ if (
+ self.total is not None
+ and self.total is not self.DEFAULT_TIMEOUT
+ and self._read is not None
+ and self._read is not self.DEFAULT_TIMEOUT
+ ):
+ # In case the connect timeout has not yet been established.
+ if self._start_connect is None:
+ return self._read
+ return max(0, min(self.total - self.get_connect_duration(), self._read))
+ elif self.total is not None and self.total is not self.DEFAULT_TIMEOUT:
+ return max(0, self.total - self.get_connect_duration())
+ else:
+ return self._read
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/url.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/url.py
new file mode 100644
index 0000000000000000000000000000000000000000..e5682d3be4293191dc5704557b34e651c28f8895
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/url.py
@@ -0,0 +1,435 @@
+from __future__ import absolute_import
+
+import re
+from collections import namedtuple
+
+from ..exceptions import LocationParseError
+from ..packages import six
+
+url_attrs = ["scheme", "auth", "host", "port", "path", "query", "fragment"]
+
+# We only want to normalize urls with an HTTP(S) scheme.
+# urllib3 infers URLs without a scheme (None) to be http.
+NORMALIZABLE_SCHEMES = ("http", "https", None)
+
+# Almost all of these patterns were derived from the
+# 'rfc3986' module: https://github.com/python-hyper/rfc3986
+PERCENT_RE = re.compile(r"%[a-fA-F0-9]{2}")
+SCHEME_RE = re.compile(r"^(?:[a-zA-Z][a-zA-Z0-9+-]*:|/)")
+URI_RE = re.compile(
+ r"^(?:([a-zA-Z][a-zA-Z0-9+.-]*):)?"
+ r"(?://([^\\/?#]*))?"
+ r"([^?#]*)"
+ r"(?:\?([^#]*))?"
+ r"(?:#(.*))?$",
+ re.UNICODE | re.DOTALL,
+)
+
+IPV4_PAT = r"(?:[0-9]{1,3}\.){3}[0-9]{1,3}"
+HEX_PAT = "[0-9A-Fa-f]{1,4}"
+LS32_PAT = "(?:{hex}:{hex}|{ipv4})".format(hex=HEX_PAT, ipv4=IPV4_PAT)
+_subs = {"hex": HEX_PAT, "ls32": LS32_PAT}
+_variations = [
+ # 6( h16 ":" ) ls32
+ "(?:%(hex)s:){6}%(ls32)s",
+ # "::" 5( h16 ":" ) ls32
+ "::(?:%(hex)s:){5}%(ls32)s",
+ # [ h16 ] "::" 4( h16 ":" ) ls32
+ "(?:%(hex)s)?::(?:%(hex)s:){4}%(ls32)s",
+ # [ *1( h16 ":" ) h16 ] "::" 3( h16 ":" ) ls32
+ "(?:(?:%(hex)s:)?%(hex)s)?::(?:%(hex)s:){3}%(ls32)s",
+ # [ *2( h16 ":" ) h16 ] "::" 2( h16 ":" ) ls32
+ "(?:(?:%(hex)s:){0,2}%(hex)s)?::(?:%(hex)s:){2}%(ls32)s",
+ # [ *3( h16 ":" ) h16 ] "::" h16 ":" ls32
+ "(?:(?:%(hex)s:){0,3}%(hex)s)?::%(hex)s:%(ls32)s",
+ # [ *4( h16 ":" ) h16 ] "::" ls32
+ "(?:(?:%(hex)s:){0,4}%(hex)s)?::%(ls32)s",
+ # [ *5( h16 ":" ) h16 ] "::" h16
+ "(?:(?:%(hex)s:){0,5}%(hex)s)?::%(hex)s",
+ # [ *6( h16 ":" ) h16 ] "::"
+ "(?:(?:%(hex)s:){0,6}%(hex)s)?::",
+]
+
+UNRESERVED_PAT = r"ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._\-~"
+IPV6_PAT = "(?:" + "|".join([x % _subs for x in _variations]) + ")"
+ZONE_ID_PAT = "(?:%25|%)(?:[" + UNRESERVED_PAT + "]|%[a-fA-F0-9]{2})+"
+IPV6_ADDRZ_PAT = r"\[" + IPV6_PAT + r"(?:" + ZONE_ID_PAT + r")?\]"
+REG_NAME_PAT = r"(?:[^\[\]%:/?#]|%[a-fA-F0-9]{2})*"
+TARGET_RE = re.compile(r"^(/[^?#]*)(?:\?([^#]*))?(?:#.*)?$")
+
+IPV4_RE = re.compile("^" + IPV4_PAT + "$")
+IPV6_RE = re.compile("^" + IPV6_PAT + "$")
+IPV6_ADDRZ_RE = re.compile("^" + IPV6_ADDRZ_PAT + "$")
+BRACELESS_IPV6_ADDRZ_RE = re.compile("^" + IPV6_ADDRZ_PAT[2:-2] + "$")
+ZONE_ID_RE = re.compile("(" + ZONE_ID_PAT + r")\]$")
+
+_HOST_PORT_PAT = ("^(%s|%s|%s)(?::0*?(|0|[1-9][0-9]{0,4}))?$") % (
+ REG_NAME_PAT,
+ IPV4_PAT,
+ IPV6_ADDRZ_PAT,
+)
+_HOST_PORT_RE = re.compile(_HOST_PORT_PAT, re.UNICODE | re.DOTALL)
+
+UNRESERVED_CHARS = set(
+ "ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz0123456789._-~"
+)
+SUB_DELIM_CHARS = set("!$&'()*+,;=")
+USERINFO_CHARS = UNRESERVED_CHARS | SUB_DELIM_CHARS | {":"}
+PATH_CHARS = USERINFO_CHARS | {"@", "/"}
+QUERY_CHARS = FRAGMENT_CHARS = PATH_CHARS | {"?"}
+
+
+class Url(namedtuple("Url", url_attrs)):
+ """
+ Data structure for representing an HTTP URL. Used as a return value for
+ :func:`parse_url`. Both the scheme and host are normalized as they are
+ both case-insensitive according to RFC 3986.
+ """
+
+ __slots__ = ()
+
+ def __new__(
+ cls,
+ scheme=None,
+ auth=None,
+ host=None,
+ port=None,
+ path=None,
+ query=None,
+ fragment=None,
+ ):
+ if path and not path.startswith("/"):
+ path = "/" + path
+ if scheme is not None:
+ scheme = scheme.lower()
+ return super(Url, cls).__new__(
+ cls, scheme, auth, host, port, path, query, fragment
+ )
+
+ @property
+ def hostname(self):
+ """For backwards-compatibility with urlparse. We're nice like that."""
+ return self.host
+
+ @property
+ def request_uri(self):
+ """Absolute path including the query string."""
+ uri = self.path or "/"
+
+ if self.query is not None:
+ uri += "?" + self.query
+
+ return uri
+
+ @property
+ def netloc(self):
+ """Network location including host and port"""
+ if self.port:
+ return "%s:%d" % (self.host, self.port)
+ return self.host
+
+ @property
+ def url(self):
+ """
+ Convert self into a url
+
+ This function should more or less round-trip with :func:`.parse_url`. The
+ returned url may not be exactly the same as the url inputted to
+ :func:`.parse_url`, but it should be equivalent by the RFC (e.g., urls
+ with a blank port will have : removed).
+
+ Example: ::
+
+ >>> U = parse_url('http://google.com/mail/')
+ >>> U.url
+ 'http://google.com/mail/'
+ >>> Url('http', 'username:password', 'host.com', 80,
+ ... '/path', 'query', 'fragment').url
+ 'http://username:password@host.com:80/path?query#fragment'
+ """
+ scheme, auth, host, port, path, query, fragment = self
+ url = u""
+
+ # We use "is not None" we want things to happen with empty strings (or 0 port)
+ if scheme is not None:
+ url += scheme + u"://"
+ if auth is not None:
+ url += auth + u"@"
+ if host is not None:
+ url += host
+ if port is not None:
+ url += u":" + str(port)
+ if path is not None:
+ url += path
+ if query is not None:
+ url += u"?" + query
+ if fragment is not None:
+ url += u"#" + fragment
+
+ return url
+
+ def __str__(self):
+ return self.url
+
+
+def split_first(s, delims):
+ """
+ .. deprecated:: 1.25
+
+ Given a string and an iterable of delimiters, split on the first found
+ delimiter. Return two split parts and the matched delimiter.
+
+ If not found, then the first part is the full input string.
+
+ Example::
+
+ >>> split_first('foo/bar?baz', '?/=')
+ ('foo', 'bar?baz', '/')
+ >>> split_first('foo/bar?baz', '123')
+ ('foo/bar?baz', '', None)
+
+ Scales linearly with number of delims. Not ideal for large number of delims.
+ """
+ min_idx = None
+ min_delim = None
+ for d in delims:
+ idx = s.find(d)
+ if idx < 0:
+ continue
+
+ if min_idx is None or idx < min_idx:
+ min_idx = idx
+ min_delim = d
+
+ if min_idx is None or min_idx < 0:
+ return s, "", None
+
+ return s[:min_idx], s[min_idx + 1 :], min_delim
+
+
+def _encode_invalid_chars(component, allowed_chars, encoding="utf-8"):
+ """Percent-encodes a URI component without reapplying
+ onto an already percent-encoded component.
+ """
+ if component is None:
+ return component
+
+ component = six.ensure_text(component)
+
+ # Normalize existing percent-encoded bytes.
+ # Try to see if the component we're encoding is already percent-encoded
+ # so we can skip all '%' characters but still encode all others.
+ component, percent_encodings = PERCENT_RE.subn(
+ lambda match: match.group(0).upper(), component
+ )
+
+ uri_bytes = component.encode("utf-8", "surrogatepass")
+ is_percent_encoded = percent_encodings == uri_bytes.count(b"%")
+ encoded_component = bytearray()
+
+ for i in range(0, len(uri_bytes)):
+ # Will return a single character bytestring on both Python 2 & 3
+ byte = uri_bytes[i : i + 1]
+ byte_ord = ord(byte)
+ if (is_percent_encoded and byte == b"%") or (
+ byte_ord < 128 and byte.decode() in allowed_chars
+ ):
+ encoded_component += byte
+ continue
+ encoded_component.extend(b"%" + (hex(byte_ord)[2:].encode().zfill(2).upper()))
+
+ return encoded_component.decode(encoding)
+
+
+def _remove_path_dot_segments(path):
+ # See http://tools.ietf.org/html/rfc3986#section-5.2.4 for pseudo-code
+ segments = path.split("/") # Turn the path into a list of segments
+ output = [] # Initialize the variable to use to store output
+
+ for segment in segments:
+ # '.' is the current directory, so ignore it, it is superfluous
+ if segment == ".":
+ continue
+ # Anything other than '..', should be appended to the output
+ elif segment != "..":
+ output.append(segment)
+ # In this case segment == '..', if we can, we should pop the last
+ # element
+ elif output:
+ output.pop()
+
+ # If the path starts with '/' and the output is empty or the first string
+ # is non-empty
+ if path.startswith("/") and (not output or output[0]):
+ output.insert(0, "")
+
+ # If the path starts with '/.' or '/..' ensure we add one more empty
+ # string to add a trailing '/'
+ if path.endswith(("/.", "/..")):
+ output.append("")
+
+ return "/".join(output)
+
+
+def _normalize_host(host, scheme):
+ if host:
+ if isinstance(host, six.binary_type):
+ host = six.ensure_str(host)
+
+ if scheme in NORMALIZABLE_SCHEMES:
+ is_ipv6 = IPV6_ADDRZ_RE.match(host)
+ if is_ipv6:
+ # IPv6 hosts of the form 'a::b%zone' are encoded in a URL as
+ # such per RFC 6874: 'a::b%25zone'. Unquote the ZoneID
+ # separator as necessary to return a valid RFC 4007 scoped IP.
+ match = ZONE_ID_RE.search(host)
+ if match:
+ start, end = match.span(1)
+ zone_id = host[start:end]
+
+ if zone_id.startswith("%25") and zone_id != "%25":
+ zone_id = zone_id[3:]
+ else:
+ zone_id = zone_id[1:]
+ zone_id = "%" + _encode_invalid_chars(zone_id, UNRESERVED_CHARS)
+ return host[:start].lower() + zone_id + host[end:]
+ else:
+ return host.lower()
+ elif not IPV4_RE.match(host):
+ return six.ensure_str(
+ b".".join([_idna_encode(label) for label in host.split(".")])
+ )
+ return host
+
+
+def _idna_encode(name):
+ if name and any(ord(x) >= 128 for x in name):
+ try:
+ import idna
+ except ImportError:
+ six.raise_from(
+ LocationParseError("Unable to parse URL without the 'idna' module"),
+ None,
+ )
+ try:
+ return idna.encode(name.lower(), strict=True, std3_rules=True)
+ except idna.IDNAError:
+ six.raise_from(
+ LocationParseError(u"Name '%s' is not a valid IDNA label" % name), None
+ )
+ return name.lower().encode("ascii")
+
+
+def _encode_target(target):
+ """Percent-encodes a request target so that there are no invalid characters"""
+ path, query = TARGET_RE.match(target).groups()
+ target = _encode_invalid_chars(path, PATH_CHARS)
+ query = _encode_invalid_chars(query, QUERY_CHARS)
+ if query is not None:
+ target += "?" + query
+ return target
+
+
+def parse_url(url):
+ """
+ Given a url, return a parsed :class:`.Url` namedtuple. Best-effort is
+ performed to parse incomplete urls. Fields not provided will be None.
+ This parser is RFC 3986 and RFC 6874 compliant.
+
+ The parser logic and helper functions are based heavily on
+ work done in the ``rfc3986`` module.
+
+ :param str url: URL to parse into a :class:`.Url` namedtuple.
+
+ Partly backwards-compatible with :mod:`urlparse`.
+
+ Example::
+
+ >>> parse_url('http://google.com/mail/')
+ Url(scheme='http', host='google.com', port=None, path='/mail/', ...)
+ >>> parse_url('google.com:80')
+ Url(scheme=None, host='google.com', port=80, path=None, ...)
+ >>> parse_url('/foo?bar')
+ Url(scheme=None, host=None, port=None, path='/foo', query='bar', ...)
+ """
+ if not url:
+ # Empty
+ return Url()
+
+ source_url = url
+ if not SCHEME_RE.search(url):
+ url = "//" + url
+
+ try:
+ scheme, authority, path, query, fragment = URI_RE.match(url).groups()
+ normalize_uri = scheme is None or scheme.lower() in NORMALIZABLE_SCHEMES
+
+ if scheme:
+ scheme = scheme.lower()
+
+ if authority:
+ auth, _, host_port = authority.rpartition("@")
+ auth = auth or None
+ host, port = _HOST_PORT_RE.match(host_port).groups()
+ if auth and normalize_uri:
+ auth = _encode_invalid_chars(auth, USERINFO_CHARS)
+ if port == "":
+ port = None
+ else:
+ auth, host, port = None, None, None
+
+ if port is not None:
+ port = int(port)
+ if not (0 <= port <= 65535):
+ raise LocationParseError(url)
+
+ host = _normalize_host(host, scheme)
+
+ if normalize_uri and path:
+ path = _remove_path_dot_segments(path)
+ path = _encode_invalid_chars(path, PATH_CHARS)
+ if normalize_uri and query:
+ query = _encode_invalid_chars(query, QUERY_CHARS)
+ if normalize_uri and fragment:
+ fragment = _encode_invalid_chars(fragment, FRAGMENT_CHARS)
+
+ except (ValueError, AttributeError):
+ return six.raise_from(LocationParseError(source_url), None)
+
+ # For the sake of backwards compatibility we put empty
+ # string values for path if there are any defined values
+ # beyond the path in the URL.
+ # TODO: Remove this when we break backwards compatibility.
+ if not path:
+ if query is not None or fragment is not None:
+ path = ""
+ else:
+ path = None
+
+ # Ensure that each part of the URL is a `str` for
+ # backwards compatibility.
+ if isinstance(url, six.text_type):
+ ensure_func = six.ensure_text
+ else:
+ ensure_func = six.ensure_str
+
+ def ensure_type(x):
+ return x if x is None else ensure_func(x)
+
+ return Url(
+ scheme=ensure_type(scheme),
+ auth=ensure_type(auth),
+ host=ensure_type(host),
+ port=port,
+ path=ensure_type(path),
+ query=ensure_type(query),
+ fragment=ensure_type(fragment),
+ )
+
+
+def get_host(url):
+ """
+ Deprecated. Use :func:`parse_url` instead.
+ """
+ p = parse_url(url)
+ return p.scheme or "http", p.hostname, p.port
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/wait.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/wait.py
new file mode 100644
index 0000000000000000000000000000000000000000..21b4590b3dc9b58902b0d47164b9023e54a85ef8
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/urllib3/util/wait.py
@@ -0,0 +1,152 @@
+import errno
+import select
+import sys
+from functools import partial
+
+try:
+ from time import monotonic
+except ImportError:
+ from time import time as monotonic
+
+__all__ = ["NoWayToWaitForSocketError", "wait_for_read", "wait_for_write"]
+
+
+class NoWayToWaitForSocketError(Exception):
+ pass
+
+
+# How should we wait on sockets?
+#
+# There are two types of APIs you can use for waiting on sockets: the fancy
+# modern stateful APIs like epoll/kqueue, and the older stateless APIs like
+# select/poll. The stateful APIs are more efficient when you have a lots of
+# sockets to keep track of, because you can set them up once and then use them
+# lots of times. But we only ever want to wait on a single socket at a time
+# and don't want to keep track of state, so the stateless APIs are actually
+# more efficient. So we want to use select() or poll().
+#
+# Now, how do we choose between select() and poll()? On traditional Unixes,
+# select() has a strange calling convention that makes it slow, or fail
+# altogether, for high-numbered file descriptors. The point of poll() is to fix
+# that, so on Unixes, we prefer poll().
+#
+# On Windows, there is no poll() (or at least Python doesn't provide a wrapper
+# for it), but that's OK, because on Windows, select() doesn't have this
+# strange calling convention; plain select() works fine.
+#
+# So: on Windows we use select(), and everywhere else we use poll(). We also
+# fall back to select() in case poll() is somehow broken or missing.
+
+if sys.version_info >= (3, 5):
+ # Modern Python, that retries syscalls by default
+ def _retry_on_intr(fn, timeout):
+ return fn(timeout)
+
+else:
+ # Old and broken Pythons.
+ def _retry_on_intr(fn, timeout):
+ if timeout is None:
+ deadline = float("inf")
+ else:
+ deadline = monotonic() + timeout
+
+ while True:
+ try:
+ return fn(timeout)
+ # OSError for 3 <= pyver < 3.5, select.error for pyver <= 2.7
+ except (OSError, select.error) as e:
+ # 'e.args[0]' incantation works for both OSError and select.error
+ if e.args[0] != errno.EINTR:
+ raise
+ else:
+ timeout = deadline - monotonic()
+ if timeout < 0:
+ timeout = 0
+ if timeout == float("inf"):
+ timeout = None
+ continue
+
+
+def select_wait_for_socket(sock, read=False, write=False, timeout=None):
+ if not read and not write:
+ raise RuntimeError("must specify at least one of read=True, write=True")
+ rcheck = []
+ wcheck = []
+ if read:
+ rcheck.append(sock)
+ if write:
+ wcheck.append(sock)
+ # When doing a non-blocking connect, most systems signal success by
+ # marking the socket writable. Windows, though, signals success by marked
+ # it as "exceptional". We paper over the difference by checking the write
+ # sockets for both conditions. (The stdlib selectors module does the same
+ # thing.)
+ fn = partial(select.select, rcheck, wcheck, wcheck)
+ rready, wready, xready = _retry_on_intr(fn, timeout)
+ return bool(rready or wready or xready)
+
+
+def poll_wait_for_socket(sock, read=False, write=False, timeout=None):
+ if not read and not write:
+ raise RuntimeError("must specify at least one of read=True, write=True")
+ mask = 0
+ if read:
+ mask |= select.POLLIN
+ if write:
+ mask |= select.POLLOUT
+ poll_obj = select.poll()
+ poll_obj.register(sock, mask)
+
+ # For some reason, poll() takes timeout in milliseconds
+ def do_poll(t):
+ if t is not None:
+ t *= 1000
+ return poll_obj.poll(t)
+
+ return bool(_retry_on_intr(do_poll, timeout))
+
+
+def null_wait_for_socket(*args, **kwargs):
+ raise NoWayToWaitForSocketError("no select-equivalent available")
+
+
+def _have_working_poll():
+ # Apparently some systems have a select.poll that fails as soon as you try
+ # to use it, either due to strange configuration or broken monkeypatching
+ # from libraries like eventlet/greenlet.
+ try:
+ poll_obj = select.poll()
+ _retry_on_intr(poll_obj.poll, 0)
+ except (AttributeError, OSError):
+ return False
+ else:
+ return True
+
+
+def wait_for_socket(*args, **kwargs):
+ # We delay choosing which implementation to use until the first time we're
+ # called. We could do it at import time, but then we might make the wrong
+ # decision if someone goes wild with monkeypatching select.poll after
+ # we're imported.
+ global wait_for_socket
+ if _have_working_poll():
+ wait_for_socket = poll_wait_for_socket
+ elif hasattr(select, "select"):
+ wait_for_socket = select_wait_for_socket
+ else: # Platform-specific: Appengine.
+ wait_for_socket = null_wait_for_socket
+ return wait_for_socket(*args, **kwargs)
+
+
+def wait_for_read(sock, timeout=None):
+ """Waits for reading to be available on a given socket.
+ Returns True if the socket is readable, or False if the timeout expired.
+ """
+ return wait_for_socket(sock, read=True, timeout=timeout)
+
+
+def wait_for_write(sock, timeout=None):
+ """Waits for writing to be available on a given socket.
+ Returns True if the socket is readable, or False if the timeout expired.
+ """
+ return wait_for_socket(sock, write=True, timeout=timeout)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/INSTALLER b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/INSTALLER
new file mode 100644
index 0000000000000000000000000000000000000000..a1b589e38a32041e49332e5e81c2d363dc418d68
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/METADATA b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..564964036946e9acec9c0a23bb153ede06da04ec
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/METADATA
@@ -0,0 +1,42 @@
+Metadata-Version: 2.4
+Name: velruse
+Version: 1.1.1
+Summary: Simplifying third-party authentication for web applications.
+Home-page: http://velruse.readthedocs.org/en/latest/index.html
+Author: Ben Bangert
+Author-email: ben@groovie.org
+Maintainer: Michael Merickel
+Maintainer-email: michael@merickel.org
+Keywords: oauth openid social auth facebook google pyramid rest
+Classifier: Development Status :: 4 - Beta
+Classifier: Intended Audience :: Developers
+Classifier: License :: OSI Approved :: MIT License
+Classifier: Programming Language :: Python :: 2
+Classifier: Programming Language :: Python :: 2.6
+Classifier: Programming Language :: Python :: 2.7
+Classifier: Topic :: Internet :: WWW/HTTP :: WSGI :: Application
+Classifier: Framework :: Pyramid
+License-File: LICENSE.txt
+Requires-Dist: pyramid
+Requires-Dist: requests
+Requires-Dist: requests-oauthlib
+Requires-Dist: anykeystore
+Requires-Dist: python3-openid
+Provides-Extra: docs
+Requires-Dist: Sphinx; extra == "docs"
+Requires-Dist: docutils; extra == "docs"
+Provides-Extra: testing
+Requires-Dist: nose; extra == "testing"
+Requires-Dist: selenium; extra == "testing"
+Requires-Dist: webtest; extra == "testing"
+Dynamic: author
+Dynamic: author-email
+Dynamic: classifier
+Dynamic: home-page
+Dynamic: keywords
+Dynamic: license-file
+Dynamic: maintainer
+Dynamic: maintainer-email
+Dynamic: provides-extra
+Dynamic: requires-dist
+Dynamic: summary
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/RECORD b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..9ddafb3c93082d7091abfd09f675c724e2c8b14b
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/RECORD
@@ -0,0 +1,71 @@
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+velruse-1.1.1.dist-info/RECORD,,
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+velruse-1.1.1.dist-info/entry_points.txt,sha256=qdC5F_dZEiwODnOBXPnaf2wlOx5F-SJoF8jkUpcU9xQ,48
+velruse-1.1.1.dist-info/licenses/LICENSE.txt,sha256=eaJxx2zfUOrgCGBy9FGfqDQ1Y-fk9t7pBctlwzEsSt0,1055
+velruse-1.1.1.dist-info/top_level.txt,sha256=YTuh8GkD7cOXF0uUB7iZfQ9wfPmMEtounBgT7YNhWkM,8
+velruse/__init__.py,sha256=lwwQy7M0PqcsWcAcPCdMs1XGrhkJCAeVikpzx9hrFGk,1163
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+velruse/providers/mailru.py,sha256=jvBVGEG1NQA0DhSpcyPiU38s0SDMNZmojZXAZa2rkig,9532
+velruse/providers/oid_extensions.py,sha256=a_NO1xnW7aLm08n6bRheBTQfP8IzQTu7rF-oTmXpqk8,1009
+velruse/providers/openid.py,sha256=tic7C0IVqfAP_PvpDduFW70zesVET4wBFO0Zux0H2-4,14015
+velruse/providers/qq.py,sha256=MvlhRnDcrMPTuzlkL-e7zWGhWzshEFi0Pn96AaIuPEE,4907
+velruse/providers/renren.py,sha256=au8Mgd0nGoh9EcxXwXxJTP8GOAG_mLbzAENfmsYE6Rc,4133
+velruse/providers/taobao.py,sha256=MNjZPlbf8TopdrghyRbnJ5iSnCUNi6_vUJmAS8zHvOc,5028
+velruse/providers/twitter.py,sha256=LsPDlJwB4n7RDgmbX9zW4L2jRP8Puvv2zabwnTgAg8g,6278
+velruse/providers/vk.py,sha256=6gJOIL_-bpnYymdVvTvKZxxOtTyZn6ngQ38LwStLwK0,7659
+velruse/providers/weibo.py,sha256=grC1wfZxZLb0hx1ex1rMrQvTfnLGqyKFLNpp2EDt90Q,5303
+velruse/providers/yahoo.py,sha256=Tn1fqe-eNRsg8hs3okCmrh4qiknrAAnymVTrN3lsH44,3776
+velruse/providers/yandex.py,sha256=NUcR0fCeYNWEjy0XOIREqInQEGcFjpJkV-dva1mHb9s,6279
+velruse/settings.py,sha256=RTSccwK1o6DLs32qkg_Fe8JGVBGrlsGjtldxsavNEc4,792
+velruse/utils.py,sha256=JpUcO78N9Rfnd1cW6PW63P3DvvF5yBXk-kB8OgJ9BeU,189
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/WHEEL b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..0885d055554a9bce53952482316a33cebf0845e4
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (80.10.2)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/entry_points.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/entry_points.txt
new file mode 100644
index 0000000000000000000000000000000000000000..6fee2095011061c5cc6846071d19e98873539e4d
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/entry_points.txt
@@ -0,0 +1,2 @@
+[paste.app_factory]
+main = velruse.app:make_app
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/licenses/LICENSE.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/licenses/LICENSE.txt
new file mode 100644
index 0000000000000000000000000000000000000000..fe712b2aa11b2952a8c6d2c6451a6294b42fa020
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/licenses/LICENSE.txt
@@ -0,0 +1,19 @@
+Copyright (c) 2010 Ben Bangert
+
+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.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/top_level.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..11e11d8b4d31366fa4271c9374e0b08089396322
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse-1.1.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+velruse
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..7054a2824e87bb859b7c7a2114c715767ce31c27
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/__init__.py
@@ -0,0 +1,34 @@
+class AuthenticationComplete(object):
+ """ An AuthenticationComplete context object"""
+
+ def __init__(self,
+ profile=None,
+ credentials=None,
+ provider_name=None,
+ provider_type=None):
+ """Create an AuthenticationComplete object with user data"""
+ self.profile = profile
+ self.credentials = credentials
+ self.provider_name = provider_name
+ self.provider_type = provider_type
+
+
+class AuthenticationDenied(object):
+ """ An AuthenticationDenied context object. Used when the provider
+ returned successfully but without proper credentials. This may be
+ the case if the user cancels the login."""
+
+ def __init__(self,
+ reason=None,
+ provider_name=None,
+ provider_type=None):
+ self.reason = reason
+ self.provider_name = provider_name
+ self.provider_type = provider_type
+
+
+def login_url(request, name):
+ """ Generate the login URL for a provider."""
+ registry = request.registry
+ provider = registry.velruse_providers[name]
+ return request.route_url(provider.login_route)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/api.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/api.py
new file mode 100644
index 0000000000000000000000000000000000000000..882cddb6bb4f0279b7c65266ed257edc5e782dac
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/api.py
@@ -0,0 +1,24 @@
+"""Velruse Authentication API"""
+from velruse import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ login_url,
+) # bw compat
+
+
+def register_provider(config, name, provider):
+ """
+ Add a provider to the registry. This will also provide conflict
+ detection by detecting duplicate provider names.
+ """
+
+ def register():
+ registry = config.registry
+
+ if not hasattr(registry, 'velruse_providers'):
+ providers = {}
+ registry.velruse_providers = providers
+
+ registry.velruse_providers[name] = provider
+
+ config.action(('velruse-provider', name), register)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..51ec7619084a14b595e080d93d72e6050b5f47cd
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/__init__.py
@@ -0,0 +1,241 @@
+import os
+
+from anykeystore import create_store_from_settings
+
+from pyramid.config import Configurator
+from pyramid.exceptions import ConfigurationError
+from pyramid.response import Response
+
+from velruse.app.utils import generate_token
+from velruse.app.utils import redirect_form
+
+
+log = __import__('logging').getLogger(__name__)
+
+
+def auth_complete_view(context, request):
+ endpoint = request.registry.settings.get('endpoint')
+ token = generate_token()
+ storage = request.registry.velruse_store
+ result_data = {
+ 'provider_type': context.provider_type,
+ 'provider_name': context.provider_name,
+ 'profile': context.profile,
+ 'credentials': context.credentials,
+ }
+ storage.store(token, result_data, expires=300)
+ form = redirect_form(endpoint, token)
+ return Response(body=form)
+
+
+def auth_denied_view(context, request):
+ endpoint = request.registry.settings.get('endpoint')
+ token = generate_token()
+ storage = request.registry.velruse_store
+ error_dict = {
+ 'provider_type': context.provider_type,
+ 'provider_name': context.provider_name,
+ 'error': context.reason,
+ }
+ storage.store(token, error_dict, expires=300)
+ form = redirect_form(endpoint, token)
+ return Response(body=form)
+
+
+def auth_info_view(request):
+ # TODO: insecure URL, must be protected behind a firewall
+ storage = request.registry.velruse_store
+ token = request.GET.get('token')
+ try:
+ return storage.retrieve(token)
+ except KeyError:
+ log.info('auth_info requested invalid token "%s"')
+ request.response.status = 400
+ return None
+
+
+def default_setup(config):
+ """Configure Velruse's session factory and backend storage.
+
+ The default setup uses Pyramid's
+ ``UnencryptedCookieSessionFactoryConfig`` for storing session data.
+
+ Relevant settings:
+
+ ``session.secret`` controls the secret used when signing the session
+ cookies and will be randomly generated if unspecified.
+
+ ``session.cookie_name`` is the name of the cookie stored on a client's
+ browser and will default to 'velruse.session'.
+
+ ``store.*`` settings are used by the `anykeystore` library to construct
+ a storage backend for user credentials. If no storage settings are
+ specified then an in-memory storage backend will be used.
+
+ """
+ from pyramid.session import UnencryptedCookieSessionFactoryConfig
+
+ log.info('Using an unencrypted cookie-based session. This can be '
+ 'changed by pointing the "velruse.setup" setting at a different '
+ 'function for configuring the session factory.')
+
+ settings = config.registry.settings
+ secret = settings.get('session.secret')
+ cookie_name = settings.get('session.cookie_name', 'velruse.session')
+ if secret is None:
+ log.warn('Configuring unencrypted cookie-based session with a '
+ 'random secret which will invalidate old cookies when '
+ 'restarting the app.')
+ secret = ''.join('%02x' % ord(x) for x in os.urandom(16))
+ log.info('autogenerated session secret: %s', secret)
+ factory = UnencryptedCookieSessionFactoryConfig(
+ secret, cookie_name=cookie_name)
+ config.set_session_factory(factory)
+
+ # setup backing storage
+ storage_string = settings.get('store', 'memory')
+ settings['store.store'] = storage_string
+ store = create_store_from_settings(settings, prefix='store.')
+ config.register_velruse_store(store)
+
+
+def register_velruse_store(config, storage):
+ """Add key/value store for Velruse to the Pyramid application.
+
+ This function is registered with Pyramid and can be used via
+ ``config.register_velruse_store(storage)``.
+
+ ``storage`` should be an instance of an `anykeystore` backend.
+
+ """
+ config.registry.velruse_store = storage
+
+
+settings_adapter = {
+ 'bitbucket': 'add_bitbucket_login_from_settings',
+ 'douban': 'add_douban_login_from_settings',
+ 'facebook': 'add_facebook_login_from_settings',
+ 'github': 'add_github_login_from_settings',
+ 'google': 'add_google_login_from_settings',
+ 'google_oauth2': 'add_google_oauth2_login_from_settings',
+ 'lastfm': 'add_lastfm_login_from_settings',
+ 'linkedin': 'add_linkedin_login_from_settings',
+ 'live': 'add_live_login_from_settings',
+ 'qq': 'add_qq_login_from_settings',
+ 'renren': 'add_renren_login_from_settings',
+ 'taobao': 'add_taobao_login_from_settings',
+ 'twitter': 'add_twitter_login_from_settings',
+ 'weibo': 'add_weibo_login_from_settings',
+}
+
+
+def find_providers(settings):
+ providers = set()
+ for k in settings:
+ if k.startswith('provider.'):
+ k = k[9:].split('.', 1)[0]
+ providers.add(k)
+ return providers
+
+
+def load_provider(config, provider):
+ settings = config.registry.settings
+ impl = settings.get('provider.%s.impl' % provider) or provider
+
+ login_cfg = settings_adapter.get(impl)
+ if login_cfg is None:
+ raise ConfigurationError(
+ 'could not find configuration method for provider %s'
+ '' % provider)
+ loader = getattr(config, login_cfg)
+ loader(prefix='provider.%s.' % provider)
+
+
+def includeme(config):
+ """Add the Velruse standalone app configuration to a Pyramid app."""
+ settings = config.registry.settings
+ config.add_directive('register_velruse_store', register_velruse_store)
+
+ # setup application
+ setup = settings.get('setup') or default_setup
+ if setup:
+ config.include(setup)
+
+ # include supported providers
+ for provider in settings_adapter:
+ config.include('velruse.providers.%s' % provider)
+
+ # configure requested providers
+ for provider in find_providers(settings):
+ load_provider(config, provider)
+
+ # check for required settings
+ if not settings.get('endpoint'):
+ raise ConfigurationError(
+ 'missing required setting "endpoint"')
+
+ # add views
+ config.add_view(
+ auth_complete_view,
+ context='velruse.AuthenticationComplete')
+ config.add_view(
+ auth_denied_view,
+ context='velruse.AuthenticationDenied')
+ config.add_view(
+ auth_info_view,
+ name='auth_info',
+ request_param='format=json',
+ renderer='json')
+
+
+def make_app(global_conf, **settings):
+ """Construct a complete WSGI app.
+
+ This function is compatible with the `PasteDeploy` WSGI application factory
+ API, which is also used by Pyramid's ``pserve`` script.
+
+ Example INI file:
+
+ .. code-block:: ini
+
+ [server:main]
+ use = egg:Paste#http
+ host = 0.0.0.0
+ port = 80
+
+ [composite:main]
+ use = egg:Paste#urlmap
+ / = YOURAPP
+ /velruse = velruse
+
+ [app:velruse]
+ use = egg:velruse
+
+ setup = myapp.setup_velruse
+
+ endpoint = http://example.com/logged_in
+
+ store = redis
+ store.host = localhost
+ store.port = 6379
+ store.db = 0
+ store.key_prefix = velruse_ustore
+
+ provider.facebook.consumer_key = KMfXjzsA2qVUcnnRn3vpnwWZ2pwPRFZdb
+ provider.facebook.consumer_secret =
+ ULZ6PkJbsqw2GxZWCIbOEBZdkrb9XwgXNjRy
+ provider.facebook.scope = email
+
+ provider.tw.impl = twitter
+ provider.tw.consumer_key = ULZ6PkJbsqw2GxZWCIbOEBZdkrb9XwgXNjRy
+ provider.tw.consumer_secret = eoCrFwnpBWXjbim5dyG6EP7HzjhQzFsMAcQOEK
+
+ [app:YOURAPP]
+ use = egg:YOURAPP
+ full_stack = true
+ static_files = true
+
+ """
+ config = Configurator(settings=settings)
+ config.include(includeme)
+ return config.make_wsgi_app()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/baseconvert.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/baseconvert.py
new file mode 100644
index 0000000000000000000000000000000000000000..7c3f87760d486748bbe27bf7cc84ee6f42bbd7c0
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/baseconvert.py
@@ -0,0 +1,44 @@
+"""String functions to convert a string to another base"""
+
+ALPHABET = "23456789abcdefghijkmnpqrstuvwxyzABCDEFGHJKLMNPQRSTUVWXYZ"
+
+
+def base_encode(num, alphabet=ALPHABET):
+ """Encode a number in Base X
+
+ `num`: The number to encode
+ `alphabet`: The alphabet to use for encoding
+ """
+ if (num == 0):
+ return alphabet[0]
+ arr = []
+ base = len(alphabet)
+ while num:
+ rem = num % base
+ num = num // base
+ arr.append(alphabet[rem])
+ arr.reverse()
+ return ''.join(arr)
+
+
+def base_n_decoder(alphabet=ALPHABET):
+ """Decode a Base X encoded string into the number
+
+ Arguments:
+ - `string`: The encoded string
+ - `alphabet`: The alphabet to use for encoding
+ """
+ base = len(alphabet)
+ char_value = dict(((c, v) for v, c in enumerate(alphabet)))
+
+ def f(string):
+ num = 0
+ try:
+ for char in string:
+ num = num * base + char_value[char]
+ except KeyError:
+ raise ValueError('Unexpected character %r' % char)
+ return num
+ return f
+
+base_decode = base_n_decoder()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/utils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..a2018c9f36c333cceecff3caacae4c278465cdee
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/app/utils.py
@@ -0,0 +1,31 @@
+import uuid
+
+from velruse.app.baseconvert import base_encode
+
+
+def redirect_form(end_point, token):
+ """Generate a redirect form for POSTing"""
+ return """
+
+
+ OpenID transaction in progress
+
+
+
+
+
+
+""" % (end_point, token)
+
+
+def generate_token():
+ """Generate a random token"""
+ return base_encode(uuid.uuid4().int)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/compat.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/compat.py
new file mode 100644
index 0000000000000000000000000000000000000000..d03db112b848e45d170d41cf8581f2ca0e9ff67b
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/compat.py
@@ -0,0 +1,38 @@
+try:
+ STRING_TYPES = (str, unicode)
+except NameError: #pragma NO COVER Python >= 3.0
+ STRING_TYPES = (str,)
+
+try:
+ u = unicode
+except NameError: #pragma NO COVER Python >= 3.0
+ TEXT = str
+ def u(x, encoding='ascii'):
+ if isinstance(x, str):
+ return x
+ if isinstance(x, bytes):
+ return x.decode(encoding)
+ b = bytes
+else: #pragma NO COVER Python < 3.0
+ TEXT = unicode
+ b = str
+
+try:
+ from ConfigParser import ConfigParser
+except ImportError: #pragma NO COVER Python >= 3.0
+ from configparser import ConfigParser
+
+try:
+ from urlparse import parse_qs
+except ImportError:
+ from urllib.parse import parse_qs
+
+try:
+ from urlparse import parse_qsl
+except ImportError:
+ from urllib.parse import parse_qsl
+
+try:
+ from urllib import urlencode
+except ImportError:
+ from urllib.parse import urlencode
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/exceptions.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/exceptions.py
new file mode 100644
index 0000000000000000000000000000000000000000..5cf7972dd031cf580224953e7aa3398f9325596f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/exceptions.py
@@ -0,0 +1,19 @@
+"""Velruse Exceptions"""
+
+
+class VelruseException(Exception):
+ """Base Velruse Exception"""
+
+
+class MissingParameter(VelruseException):
+ """Raised when the login process is missing some parameters needed to
+ continue"""
+
+
+class ThirdPartyFailure(VelruseException):
+ """Raised when the third party authentication fails to return expected
+ data"""
+
+
+class CSRFError(VelruseException):
+ """Raised when CSRF validation fails"""
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..792d6005489ebee62cde02066f19c5521e620451
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/__init__.py
@@ -0,0 +1 @@
+#
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/bitbucket.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/bitbucket.py
new file mode 100644
index 0000000000000000000000000000000000000000..0e834c3f60e7bbe5b163598fa870b6e077f76a1f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/bitbucket.py
@@ -0,0 +1,189 @@
+"""Bitbucket Authentication Views
+
+http://confluence.atlassian.com/display/BITBUCKET/OAuth+on+Bitbucket
+"""
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+from requests_oauthlib import OAuth1
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+REQUEST_URL = 'https://bitbucket.org/api/1.0/oauth/request_token/'
+AUTH_URL = 'https://bitbucket.org/api/1.0/oauth/authenticate/'
+ACCESS_URL = 'https://bitbucket.org/api/1.0/oauth/access_token/'
+USER_URL = 'https://bitbucket.org/api/1.0/user'
+EMAIL_URL = 'https://bitbucket.org/api/1.0/users/{username}/emails'
+
+
+class BitbucketAuthenticationComplete(AuthenticationComplete):
+ """Bitbucket auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_bitbucket_login', add_bitbucket_login)
+ config.add_directive('add_bitbucket_login_from_settings',
+ add_bitbucket_login_from_settings)
+
+
+def add_bitbucket_login_from_settings(config, prefix='velruse.bitbucket.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_bitbucket_login(**p.kwargs)
+
+
+def add_bitbucket_login(config,
+ consumer_key,
+ consumer_secret,
+ login_path='/bitbucket/login',
+ callback_path='/bitbucket/login/callback',
+ name='bitbucket'):
+ """
+ Add a Bitbucket login provider to the application.
+ """
+ provider = BitbucketProvider(name, consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class BitbucketProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = 'bitbucket'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a bitbucket login"""
+ # grab the initial request token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ callback_uri=request.route_url(self.callback_route))
+ resp = requests.post(REQUEST_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ request_token = dict(parse_qsl(resp.text))
+
+ # store the token for later
+ request.session['token'] = request_token
+
+ # redirect the user to authorize the app
+ auth_url = flat_url(AUTH_URL, oauth_token=request_token['oauth_token'])
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the bitbucket redirect"""
+ if 'denied' in request.GET:
+ return AuthenticationDenied("User denied authentication",
+ provider_name=self.name,
+ provider_type=self.type)
+
+ verifier = request.GET.get('oauth_verifier')
+ if not verifier:
+ raise ThirdPartyFailure("No oauth_verifier returned")
+
+ request_token = request.session['token']
+
+ # turn our request token into an access token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=request_token['oauth_token'],
+ resource_owner_secret=request_token['oauth_token_secret'],
+ verifier=verifier)
+ resp = requests.post(ACCESS_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ access_token = dict(parse_qsl(resp.text))
+ creds = {
+ 'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret'],
+ }
+
+ # setup oauth for general api calls
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=creds['oauthAccessToken'],
+ resource_owner_secret=creds['oauthAccessTokenSecret'])
+
+ # request user profile
+ resp = requests.get(USER_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ user_data = resp.json()
+
+ data = user_data['user']
+
+ username = data['username']
+
+ # Setup the normalized contact info
+ profile = {}
+ profile['accounts'] = [{
+ 'domain': 'bitbucket.com',
+ 'username': username,
+ }]
+ profile['preferredUsername'] = username
+ name = {}
+ first_name = data.get('first_name', '')
+ last_name = data.get('last_name', '')
+ if first_name or last_name:
+ name['formatted'] = u'{0} {1}'.format(first_name, last_name).strip()
+ if first_name:
+ name['givenName'] = first_name
+ if last_name:
+ name['familyName'] = last_name
+ if name:
+ profile['name'] = name
+ display_name = name.get('formatted')
+ if not display_name:
+ display_name = data.get('display_name')
+ profile['displayName'] = display_name
+
+ # request user emails
+ resp = requests.get(EMAIL_URL.format(username=username), auth=oauth)
+ if resp.status_code == 200:
+ data = resp.json()
+ emails = []
+ for item in data:
+ email = {'value': item['email']}
+ if item.get('primary'):
+ email['primary'] = True
+ emails.append(email)
+ if item.get('active'):
+ profile['verifiedEmail'] = item['email']
+ profile['emails'] = emails
+
+ return BitbucketAuthenticationComplete(profile=profile,
+ credentials=creds,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/douban.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/douban.py
new file mode 100644
index 0000000000000000000000000000000000000000..b5e0e064156989797a98d6bd4d9da01896ba827f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/douban.py
@@ -0,0 +1,128 @@
+"""Douban Authentication Views"""
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class DoubanAuthenticationComplete(AuthenticationComplete):
+ """Douban auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_douban_login', add_douban_login)
+ config.add_directive('add_douban_login_from_settings',
+ add_douban_login_from_settings)
+
+
+def add_douban_login_from_settings(config, prefix='velruse.douban.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_douban_login(**p.kwargs)
+
+
+def add_douban_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/douban',
+ callback_path='/login/douban/callback',
+ name='douban'):
+ """
+ Add a Douban login provider to the application.
+ """
+ provider = DoubanProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class DoubanProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'douban'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a douban login"""
+ scope = request.POST.get('scope', self.scope)
+ url = flat_url('https://www.douban.com/service/auth2/auth',
+ scope=scope,
+ client_id=self.consumer_key,
+ response_type='code',
+ redirect_uri=request.route_url(self.callback_route))
+ return HTTPFound(url)
+
+ def callback(self, request):
+ """Process the douban redirect"""
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ r = requests.post(
+ 'https://www.douban.com/service/auth2/token',
+ dict(client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ grant_type='authorization_code',
+ redirect_uri=request.route_url(self.callback_route),
+ code=code)
+ )
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ token_data = r.json()
+ access_token = token_data['access_token']
+ refresh_token = token_data.get('refresh_token')
+ user_id = token_data['douban_user_id']
+
+ # Retrieve profile data if scopes allow
+ profile = {
+ 'accounts': [{'domain': 'douban.com', 'userid': user_id}],
+ }
+ user_url = flat_url(
+ 'https://api.douban.com/v2/user/%s' % user_id,
+ )
+ r = requests.get(user_url)
+ if r.status_code == 200:
+ data = r.json()
+ profile['displayName'] = data['name']
+ profile['preferredUsername'] = data['name']
+ profile['avatar'] = data['large_avatar']
+ profile['data'] = data
+
+ cred = {'oauthAccessToken': access_token,
+ 'oauthRefreshToken': refresh_token}
+
+ return DoubanAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/facebook.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/facebook.py
new file mode 100644
index 0000000000000000000000000000000000000000..e6aaec524eef88894662d152ca5a1afdea2f591d
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/facebook.py
@@ -0,0 +1,197 @@
+"""Facebook Authentication Views"""
+import datetime
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import CSRFError
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class FacebookAuthenticationComplete(AuthenticationComplete):
+ """Facebook auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_facebook_login', add_facebook_login)
+ config.add_directive('add_facebook_login_from_settings',
+ add_facebook_login_from_settings)
+
+
+def add_facebook_login_from_settings(config, prefix='velruse.facebook.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_facebook_login(**p.kwargs)
+
+
+def add_facebook_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/facebook',
+ callback_path='/login/facebook/callback',
+ name='facebook'):
+ """
+ Add a Facebook login provider to the application.
+ """
+ provider = FacebookProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class FacebookProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'facebook'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+ self.display = 'page'
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a facebook login"""
+ scope = request.POST.get('scope', self.scope)
+ display = request.POST.get('display', self.display)
+ request.session['state'] = state = uuid.uuid4().hex
+ fb_url = flat_url(
+ 'https://www.facebook.com/dialog/oauth/',
+ scope=scope,
+ display=display,
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ state=state)
+ return HTTPFound(location=fb_url)
+
+ def callback(self, request):
+ """Process the facebook redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error_reason', 'No reason provided.')
+ return AuthenticationDenied(reason=reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ access_url = flat_url(
+ 'https://graph.facebook.com/oauth/access_token',
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ code=code)
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ access_token = dict(parse_qsl(r.text))['access_token']
+
+ # Retrieve profile data
+ graph_url = flat_url('https://graph.facebook.com/me',
+ access_token=access_token)
+ r = requests.get(graph_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ fb_profile = r.json()
+ profile = extract_fb_data(fb_profile)
+
+ cred = {'oauthAccessToken': access_token}
+ return FacebookAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
+
+
+def extract_fb_data(data):
+ """Extact and normalize facebook data as parsed from the graph JSON"""
+ # Setup the normalized contact info
+ nick = None
+
+ # Setup the nick and preferred username to the last portion of the
+ # FB link URL if its not their ID
+ link = data.get('link')
+ if link:
+ last = link.split('/')[-1]
+ if last != data['id']:
+ nick = last
+
+ profile = {
+ 'accounts': [{'domain': 'facebook.com', 'userid': data['id']}],
+ 'displayName': data['name'],
+ 'preferredUsername': nick or data['name'],
+ }
+ gender = data.get('gender')
+ if gender:
+ profile['gender'] = gender
+ email = data.get('email')
+ if email:
+ profile['emails'] = [{'value': email, 'primary': True}]
+ if data.get('verified') and email:
+ profile['verifiedEmail'] = email
+
+ tz = data.get('timezone')
+ if tz:
+ # -5.5 -> -05:30
+ offset = float(tz)
+ h = int(offset)
+ m = int(abs(offset - h) * 60)
+ profile['utcOffset'] = '{h:+03d}:{m:02d}'.format(h=h, m=m)
+ bday = data.get('birthday')
+ if bday:
+ try:
+ mth, day, yr = bday.split('/')
+ date = datetime.date(int(yr), int(mth), int(day))
+ profile['birthday'] = date.strftime('%Y-%m-%d')
+ except ValueError:
+ pass
+ name = {}
+ pcard_map = {'first_name': 'givenName', 'last_name': 'familyName'}
+ for key, val in pcard_map.items():
+ part = data.get(key)
+ if part:
+ name[val] = part
+ name['formatted'] = data['name']
+
+ profile['name'] = name
+
+ # Now strip out empty values
+ for k, v in profile.items():
+ if not v or (isinstance(v, list) and not v[0]):
+ del profile[k]
+
+ return profile
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/github.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/github.py
new file mode 100644
index 0000000000000000000000000000000000000000..919b5cece505ceb506773336bdaa99606d17b9d0
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/github.py
@@ -0,0 +1,166 @@
+"""Github Authentication Views"""
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import CSRFError
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class GithubAuthenticationComplete(AuthenticationComplete):
+ """Github auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_github_login', add_github_login)
+ config.add_directive('add_github_login_from_settings',
+ add_github_login_from_settings)
+
+
+def add_github_login_from_settings(config, prefix='velruse.github.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ p.update('secure')
+ p.update('domain')
+ config.add_github_login(**p.kwargs)
+
+
+def add_github_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/github',
+ callback_path='/login/github/callback',
+ secure=True,
+ domain='github.com',
+ name='github'):
+ """
+ Add a Github login provider to the application.
+ """
+ provider = GithubProvider(name,
+ consumer_key,
+ consumer_secret,
+ scope,
+ secure,
+ domain)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class GithubProvider(object):
+ def __init__(self,
+ name,
+ consumer_key,
+ consumer_secret,
+ scope,
+ secure,
+ domain):
+ self.name = name
+ self.type = 'github'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+ self.protocol = 'http' if secure is False else 'https'
+ self.domain = domain
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a github login"""
+ scope = request.POST.get('scope', self.scope)
+ request.session['state'] = state = uuid.uuid4().hex
+ gh_url = flat_url(
+ '%s://%s/login/oauth/authorize' % (self.protocol, self.domain),
+ scope=scope,
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ state=state)
+ return HTTPFound(location=gh_url)
+
+ def callback(self, request):
+ """Process the github redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason=reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ access_url = flat_url(
+ '%s://%s/login/oauth/access_token' % (self.protocol, self.domain),
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ code=code)
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ access_token = dict(parse_qsl(r.text))['access_token']
+
+ # Retrieve profile data
+ graph_url = flat_url('%s://api.%s/user' % (self.protocol, self.domain),
+ access_token=access_token)
+ graph_headers = dict(Accept='application/vnd.github.v3+json')
+ r = requests.get(graph_url, headers=graph_headers)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+
+ profile = {}
+ profile['accounts'] = [{
+ 'domain': self.domain,
+ 'username': data['login'],
+ 'userid': data['id']
+ }]
+
+ profile['preferredUsername'] = data['login']
+ profile['displayName'] = data.get('name', profile['preferredUsername'])
+
+ # We don't add this to verifiedEmail because ppl can change email
+ # addresses without verifying them
+ if 'email' in data:
+ profile['emails'] = [{'value': data['email']}]
+
+ cred = {'oauthAccessToken': access_token}
+ return GithubAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google.py
new file mode 100644
index 0000000000000000000000000000000000000000..3ec003f3daee7f5765a47b2cd615c5ab86f98ed0
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google.py
@@ -0,0 +1,8 @@
+"""This module exists as a bw-compat shim for google_hybrid."""
+from .google_hybrid import (
+ add_google_login,
+ GoogleAuthenticationComplete,
+)
+
+def includeme(config):
+ config.add_directive('add_google_login', add_google_login)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_hybrid.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_hybrid.py
new file mode 100644
index 0000000000000000000000000000000000000000..70b43adbf6159df53d518989d05832610fa9ffef
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_hybrid.py
@@ -0,0 +1,190 @@
+from __future__ import absolute_import
+
+from openid.extensions import ax
+
+import requests
+from requests_oauthlib import OAuth1
+
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+from ..api import register_provider
+from ..compat import parse_qsl
+
+from .oid_extensions import OAuthRequest
+from .oid_extensions import UIRequest
+from .openid import (
+ attributes,
+ OpenIDAuthenticationComplete,
+ OpenIDConsumer,
+)
+
+
+log = __import__('logging').getLogger(__name__)
+
+
+GOOGLE_OAUTH = 'https://www.google.com/accounts/OAuthGetAccessToken'
+
+
+class GoogleAuthenticationComplete(OpenIDAuthenticationComplete):
+ """Google auth complete"""
+
+def includeme(config):
+ """Activate the ``google_hybrid`` Pyramid plugin via
+ ``config.include('velruse.providers.google_hybrid')``. After included,
+ a new method will be available to configure new providers.
+
+ ``config.add_google_hybrid_login()``
+ See :func:`~velruse.providers.google_hybrid.add_google_login`
+ for the supported options.
+
+ """
+ config.add_directive('add_google_hybrid_login', add_google_login)
+
+def add_google_login(config,
+ attrs=None,
+ realm=None,
+ storage=None,
+ consumer_key=None,
+ consumer_secret=None,
+ scope=None,
+ login_path='/login/google',
+ callback_path='/login/google/callback',
+ name='google'):
+ """
+ Add a Google login provider to the application using the OpenID+OAuth
+ hybrid protocol. This protocol can be configured for purely
+ authentication by specifying only OpenID parameters. If you also wish
+ to authorize your application to access the user's information you
+ may specify OAuth credentials.
+
+ - OpenID parameters
+ + ``attrs``
+ + ``realm``
+ + ``storage``
+ - OAuth parameters
+ + ``consumer_key``
+ + ``consumer_secret``
+ + ``scope``
+ """
+ provider = GoogleConsumer(
+ name,
+ attrs,
+ realm,
+ storage,
+ consumer_key,
+ consumer_secret,
+ scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+class GoogleConsumer(OpenIDConsumer):
+ openid_attributes = [
+ 'country', 'email', 'first_name', 'last_name', 'language',
+ ]
+
+ def __init__(self, name, attrs=None, realm=None, storage=None,
+ oauth_key=None, oauth_secret=None, oauth_scope=None):
+ """Handle Google Auth
+
+ This also handles making an OAuth request during the OpenID
+ authentication.
+
+ """
+ OpenIDConsumer.__init__(self, name, 'google_hybrid', realm, storage,
+ context=GoogleAuthenticationComplete)
+ self.oauth_key = oauth_key
+ self.oauth_secret = oauth_secret
+ self.oauth_scope = oauth_scope
+ if attrs is not None:
+ self.openid_attributes = attrs
+
+ def _lookup_identifier(self, request, identifier):
+ """Return the Google OpenID directed endpoint"""
+ return "https://www.google.com/accounts/o8/id"
+
+ def _update_authrequest(self, request, authrequest):
+ """Update the authrequest with Attribute Exchange and optionally OAuth
+
+ To optionally request OAuth, the request POST must include an
+ ``oauth_scope`` parameter that indicates what Google Apps should have
+ access requested.
+
+ """
+ ax_request = ax.FetchRequest()
+ for attr in self.openid_attributes:
+ ax_request.add(ax.AttrInfo(attributes[attr], required=True))
+ authrequest.addExtension(ax_request)
+
+ # Add OAuth request?
+ oauth_scope = self.oauth_scope
+ if 'oauth_scope' in request.POST:
+ oauth_scope = request.POST['oauth_scope']
+ if oauth_scope:
+ oauth_request = OAuthRequest(consumer=self.oauth_key,
+ scope=oauth_scope)
+ authrequest.addExtension(oauth_request)
+
+ if 'popup_mode' in request.POST:
+ kw_args = {'mode': request.POST['popup_mode']}
+ if 'popup_icon' in request.POST:
+ kw_args['icon'] = request.POST['popup_icon']
+ ui_request = UIRequest(**kw_args)
+ authrequest.addExtension(ui_request)
+
+ def _update_profile_data(self, request, profile, credentials):
+ """Update the user data with profile information from Google Contacts
+
+ This only works if the oauth_scope included access to Google Contacts
+ i.e. the scope needs::
+
+ http://www-opensocial.googleusercontent.com/api/people
+
+ """
+ if self.oauth_key is None:
+ return
+
+ # setup oauth for general api calls
+ oauth = OAuth1(
+ self.oauth_key,
+ client_secret=self.oauth_secret,
+ resource_owner_key=credentials['oauthAccessToken'],
+ resource_owner_secret=credentials['oauthAccessTokenSecret'])
+
+ profile_url = \
+ 'https://www-opensocial.googleusercontent.com/api/people/@me/@self'
+ resp = requests.get(profile_url, auth=oauth)
+ if resp.status_code != 200:
+ return
+ data = resp.json()
+ if 'entry' in data:
+ profile.update(data['entry'])
+
+ # Strip out the id and add it as the user id
+ profile['accounts'][0]['userid'] = profile.pop('id', None)
+
+ def _get_access_token(self, request_token):
+ """Retrieve the access token if OAuth hybrid was used"""
+ oauth = OAuth1(
+ self.oauth_key,
+ client_secret=self.oauth_secret,
+ resource_owner_key=request_token)
+
+ resp = requests.post(GOOGLE_OAUTH, auth=oauth)
+ if resp.status_code != 200:
+ log.error(
+ 'OAuth token validation failed. Status: %d, Content: %s',
+ resp.status_code, resp.content)
+ else:
+ access_token = dict(parse_qsl(resp.text))
+ return {
+ 'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret'],
+ }
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_oauth2.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_oauth2.py
new file mode 100644
index 0000000000000000000000000000000000000000..83f9158265759ba90fede2968c8ce2c693b9a673
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/google_oauth2.py
@@ -0,0 +1,182 @@
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import CSRFError
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+GOOGLE_OAUTH2_DOMAIN = 'accounts.google.com'
+
+
+class GoogleAuthenticationComplete(AuthenticationComplete):
+ """Google OAuth 2.0 auth complete"""
+
+def includeme(config):
+ """Activate the ``google_oauth2`` Pyramid plugin via
+ ``config.include('velruse.providers.google_oauth2')``. After included,
+ two new methods will be available to configure new providers.
+
+ ``config.add_google_oauth2_login()``
+ See :func:`~velruse.providers.google_oauth2.add_google_login`
+ for the supported options.
+
+ ``config.add_google_oauth2_login_from_settings()``
+
+ """
+ config.add_directive('add_google_oauth2_login', add_google_login)
+ config.add_directive('add_google_oauth2_login_from_settings',
+ add_google_login_from_settings)
+
+def add_google_login_from_settings(config, prefix='velruse.google.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_google_oauth2_login(**p.kwargs)
+
+def add_google_login(config,
+ consumer_key=None,
+ consumer_secret=None,
+ scope=None,
+ login_path='/login/google',
+ callback_path='/login/google/callback',
+ name='google'):
+ """
+ Add a Google login provider to the application supporting the new
+ OAuth2 protocol.
+ """
+ provider = GoogleOAuth2Provider(
+ name,
+ consumer_key,
+ consumer_secret,
+ scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+class GoogleOAuth2Provider(object):
+
+ profile_scope = 'https://www.googleapis.com/auth/userinfo.profile'
+ email_scope = 'https://www.googleapis.com/auth/userinfo.email'
+
+ def __init__(self,
+ name,
+ consumer_key,
+ consumer_secret,
+ scope):
+ self.name = name
+ self.type = 'google_oauth2'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.protocol = 'https'
+ self.domain = GOOGLE_OAUTH2_DOMAIN
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ self.scope = scope
+ if not self.scope:
+ self.scope = ' '.join((self.profile_scope, self.email_scope))
+
+ def login(self, request):
+ """Initiate a google login"""
+ scope = ' '.join(request.POST.getall('scope')) or self.scope
+ request.session['state'] = state = uuid.uuid4().hex
+
+ approval_prompt = request.POST.get('approval_prompt', 'auto')
+
+ auth_url = flat_url(
+ '%s://%s/o/oauth2/auth' % (self.protocol, self.domain),
+ scope=scope,
+ response_type='code',
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ approval_prompt=approval_prompt,
+ access_type='offline',
+ state=state)
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the google redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason=reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ r = requests.post(
+ '%s://%s/o/oauth2/token' % (self.protocol, self.domain),
+ dict(client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ code=code,
+ grant_type='authorization_code'),
+ )
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ token_data = r.json()
+ access_token = token_data['access_token']
+ refresh_token = token_data.get('refresh_token')
+
+ # Retrieve profile data if scopes allow
+ profile = {}
+ user_url = flat_url(
+ '%s://www.googleapis.com/oauth2/v1/userinfo' % self.protocol,
+ access_token=access_token)
+ r = requests.get(user_url)
+
+ if r.status_code == 200:
+ data = r.json()
+ profile['accounts'] = [{
+ 'domain': self.domain,
+ 'username': data['email'],
+ 'userid': data['id']
+ }]
+ if 'name' in data:
+ profile['displayName'] = data['name']
+ else:
+ profile['displayName'] = data['email']
+ profile['preferredUsername'] = data['email']
+ profile['verifiedEmail'] = data['email']
+ profile['emails'] = [{'value': data['email']}]
+
+ cred = {'oauthAccessToken': access_token,
+ 'oauthRefreshToken': refresh_token}
+ return GoogleAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/identica_.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/identica_.py
new file mode 100644
index 0000000000000000000000000000000000000000..3d0901302eca67449cd5b8e4e8da93f2e0fca26d
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/identica_.py
@@ -0,0 +1,96 @@
+#XXX This module needs updating to use the patterns in e.g. the 'facebook'
+# provider.
+import urlparse
+
+from routes import Mapper
+import httplib2
+import oauth2 as oauth
+import webob.exc as exc
+
+import velruse.utils as utils
+
+log = __import__('logging').getLogger(__name__)
+
+REQUEST_URL = 'https://identi.ca/api/oauth/request_token'
+ACCESS_URL = 'https://identi.ca/api/oauth/access_token'
+AUTHORIZE_URL = 'https://identi.ca/api/oauth/authorize'
+
+
+class IdenticaResponder(utils.RouteResponder):
+ """Handle Identi.ca OAuth login/authentication"""
+ map = Mapper()
+ map.connect('login', '/auth', action='login', requirements=dict(method='POST'))
+ map.connect('process', '/process', action='process')
+
+ def __init__(self, storage, consumer_key, consumer_secret):
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.storage = storage
+ self._consumer = oauth.Consumer(consumer_key, consumer_secret)
+ self._sigmethod = oauth.SignatureMethod_HMAC_SHA1()
+
+ @classmethod
+ def parse_config(cls, config):
+ """Parse config data from a config file"""
+ key_map = {'Consumer Key': 'consumer_key', 'Consumer Secret': 'consumer_secret'}
+ identica_vals = config['Identica']
+ params = {}
+ for k, v in key_map.items():
+ params[v] = identica_vals[k]
+ params['storage'] = config['UserStore']
+ return params
+
+ def login(self, req):
+ end_point = req.POST['end_point']
+
+ # Create the consumer and client, make the request
+ client = oauth.Client(self._consumer)
+ params = {'oauth_callback': req.link('process', qualified=True)}
+
+ # We go through some shennanigans here to specify a callback url
+ request = oauth.Request.from_consumer_and_token(self._consumer,
+ http_url=REQUEST_URL, parameters=params)
+ request.sign_request(self._sigmethod, self._consumer, None)
+ resp, content = httplib2.Http.request(client, REQUEST_URL, method='GET',
+ headers=request.to_header())
+
+ if resp['status'] != '200':
+ log.debug("Identi.ca oauth failed: %r %r", resp, content)
+ return self._error_redirect(3, end_point)
+
+ request_token = oauth.Token.from_string(content)
+ req.session['token'] = content
+ req.session['end_point'] = end_point
+ req.session.save()
+
+ # Send the user to identica to authorize us
+ request = oauth.Request.from_token_and_callback(token=request_token, http_url=AUTHORIZE_URL)
+ return exc.HTTPFound(location=request.to_url())
+
+ def process(self, req):
+ end_point = req.session['end_point']
+ request_token = oauth.Token.from_string(req.session['token'])
+ verifier = req.GET.get('oauth_verifier')
+ if not verifier:
+ return self._error_redirect(1, end_point)
+ request_token.set_verifier(verifier)
+ client = oauth.Client(self._consumer, request_token)
+ resp, content = client.request(ACCESS_URL, "POST")
+ if resp['status'] != '200':
+ return self._error_redirect(2, end_point)
+
+ access_token = dict(urlparse.parse_qsl(content))
+
+ # Setup the normalized contact info
+ profile = {}
+ profile['providerName'] = 'Identica'
+ profile['displayName'] = access_token['screen_name']
+ profile['identifier'] = 'http://identi.ca/%s' % access_token['user_id']
+
+ result_data = {'status': 'ok', 'profile': profile}
+
+ cred = {'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret']}
+ result_data['credentials'] = cred
+
+ return self._success_redirect(result_data, end_point)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/lastfm.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/lastfm.py
new file mode 100644
index 0000000000000000000000000000000000000000..347f482014ed4eaa50be307f063e8d6bfd20bebf
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/lastfm.py
@@ -0,0 +1,155 @@
+"""Last.fm Authentication Views"""
+from hashlib import md5
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+API_BASE = 'https://ws.audioscrobbler.com/2.0/'
+
+
+class LastFMAuthenticationComplete(AuthenticationComplete):
+ """LastFM auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_lastfm_login', add_lastfm_login)
+ config.add_directive('add_lastfm_login_from_settings',
+ add_lastfm_login_from_settings)
+
+
+def add_lastfm_login_from_settings(config, prefix='velruse.lastfm.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_lastfm_login(**p.kwargs)
+
+
+def add_lastfm_login(config,
+ consumer_key,
+ consumer_secret,
+ login_path='/lastfm/login',
+ callback_path='/lastfm/login/callback',
+ name='lastfm'):
+ """
+ Add a Last.fm login provider to the application.
+ """
+ provider = LastfmProvider(name, consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class LastfmProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = 'lastfm'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a LastFM login"""
+ fb_url = flat_url('https://www.last.fm/api/auth/',
+ api_key=self.consumer_key)
+ return HTTPFound(location=fb_url)
+
+ def callback(self, request):
+ """Process the LastFM redirect"""
+ if 'error' in request.GET:
+ raise ThirdPartyFailure(request.GET.get('error_description',
+ 'No reason provided.'))
+ token = request.GET.get('token')
+ if not token:
+ reason = request.GET.get('error_reason', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now establish a session with the token
+ params = {
+ 'method': 'auth.getSession',
+ 'api_key': self.consumer_key,
+ 'token': token
+ }
+ signed_params = sign_call(params, self.consumer_secret)
+ session_url = flat_url(API_BASE, format='json', **signed_params)
+ r = requests.get(session_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+
+ session = data['session']
+ cred = {
+ 'sessionKey': session['key']
+ }
+
+ # Fetch the user data
+ user_url = flat_url(API_BASE, format='json', method='user.getInfo',
+ user=session['name'], api_key=self.consumer_key)
+ r = requests.get(user_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()['user']
+ profile = {
+ 'displayName': data['name'],
+ 'gender': 'male' if data['gender'] == 'm' else 'female',
+ 'name': {
+ 'formatted': data.get('realname'),
+ },
+ 'urls': {
+ 'type': 'profile',
+ 'value': data.get('url')
+ },
+ 'photos': [],
+ 'accounts': [{
+ 'domain': 'last.fm',
+ 'username': session['name'],
+ 'userid': data['id']
+ }]
+ }
+ images = {}
+ for img in data.get('image', []):
+ images[img['size']] = img['#text']
+ if 'medium' in images:
+ profile['photos'].append({'type': 'thumbnail',
+ 'value': images['medium']})
+ larger = images.get('extralarge', images.get('large'))
+ if larger:
+ profile['photos'].append({'type': '', 'value': larger})
+ return LastFMAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
+
+
+def sign_call(params, secret):
+ pairs = ['%s%s' % (k, params[k]) for k in sorted(params)]
+ api_sig = md5(''.join(pairs) + secret).hexdigest()
+ signed_params = params.copy()
+ signed_params['api_sig'] = api_sig
+ return signed_params
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/linkedin.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/linkedin.py
new file mode 100644
index 0000000000000000000000000000000000000000..5c839347577e5ccac17a3709d51dedc96686173d
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/linkedin.py
@@ -0,0 +1,164 @@
+"""LinkedIn Authentication Views"""
+import requests
+from requests_oauthlib import OAuth1
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+REQUEST_URL = 'https://api.linkedin.com/uas/oauth/requestToken'
+AUTH_URL = 'https://api.linkedin.com/uas/oauth/authenticate'
+ACCESS_URL = 'https://api.linkedin.com/uas/oauth/accessToken'
+
+
+class LinkedInAuthenticationComplete(AuthenticationComplete):
+ """LinkedIn auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_linkedin_login', add_linkedin_login)
+ config.add_directive('add_linkedin_login_from_settings',
+ add_linkedin_login_from_settings)
+
+
+def add_linkedin_login_from_settings(config, prefix='velruse.linkedin.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_linkedin_login(**p.kwargs)
+
+
+def add_linkedin_login(config,
+ consumer_key,
+ consumer_secret,
+ login_path='/login/linkedin',
+ callback_path='/login/linkedin/callback',
+ name='linkedin'):
+ """
+ Add a Last.fm login provider to the application.
+ """
+ provider = LinkedInProvider(name, consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class LinkedInProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = 'linked_in'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a LinkedIn login"""
+ # grab the initial request token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ callback_uri=request.route_url(self.callback_route))
+ resp = requests.post(REQUEST_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ request_token = dict(parse_qsl(resp.text))
+
+ # store the token for later
+ request.session['token'] = request_token
+
+ # redirect the user to authorize the app
+ auth_url = flat_url(AUTH_URL, oauth_token=request_token['oauth_token'])
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the LinkedIn redirect"""
+ if 'denied' in request.GET:
+ return AuthenticationDenied("User denied authentication",
+ provider_name=self.name,
+ provider_type=self.type)
+
+ verifier = request.GET.get('oauth_verifier')
+ if not verifier:
+ raise ThirdPartyFailure("No oauth_verifier returned")
+
+ request_token = request.session['token']
+
+ # turn our request token into an access token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=request_token['oauth_token'],
+ resource_owner_secret=request_token['oauth_token_secret'],
+ verifier=verifier)
+ resp = requests.post(ACCESS_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ access_token = dict(parse_qsl(resp.text))
+ creds = {
+ 'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret'],
+ }
+
+ # setup oauth for general api calls
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=creds['oauthAccessToken'],
+ resource_owner_secret=creds['oauthAccessTokenSecret'])
+
+ profile_url = 'http://api.linkedin.com/v1/people/~'
+ profile_url += (':(first-name,last-name,id,date-of-birth,picture-url,'
+ 'email-address)')
+ profile_url += '?format=json'
+
+ resp = requests.get(profile_url, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ data = resp.json()
+
+ # Setup the normalized contact info
+ profile = {}
+ profile['displayName'] = data['firstName'] + data['lastName']
+ profile['name'] = {
+ 'givenName': data['firstName'],
+ 'familyName': data['lastName'],
+ 'formatted': u'%s %s' % (data['firstName'], data['lastName'])
+ }
+ if data.get('emailAddress'):
+ profile['emails'] = [{'value': data.get('emailAddress')}]
+ if data.get('pictureUrl'):
+ profile['photos'] = [{'value': data.get('pictureUrl')}]
+
+ profile['accounts'] = [{
+ 'domain': 'linkedin.com',
+ 'userid': data['id']
+ }]
+ return LinkedInAuthenticationComplete(profile=profile,
+ credentials=creds,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/live.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/live.py
new file mode 100644
index 0000000000000000000000000000000000000000..4f9f0a93b65b1f660815466001106e6c33b07973
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/live.py
@@ -0,0 +1,173 @@
+"""Live Authentication Views"""
+import datetime
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class LiveAuthenticationComplete(AuthenticationComplete):
+ """Live Connect auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_live_login', add_live_login)
+ config.add_directive('add_live_login_from_settings',
+ add_live_login_from_settings)
+
+
+def add_live_login_from_settings(config, prefix='velruse.live.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_live_login(**p.kwargs)
+
+
+def add_live_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/live',
+ callback_path='/login/live/callback',
+ name='live'):
+ """
+ Add a Live login provider to the application.
+ """
+ provider = LiveProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class LiveProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'live'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a Live login"""
+ scope = request.POST.get('scope', self.scope or
+ 'wl.basic wl.emails wl.signin')
+ fb_url = flat_url('https://oauth.live.com/authorize', scope=scope,
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ response_type="code")
+ return HTTPFound(location=fb_url)
+
+ def callback(self, request):
+ """Process the Live redirect"""
+ if 'error' in request.GET:
+ raise ThirdPartyFailure(request.GET.get('error_description',
+ 'No reason provided.'))
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error_reason', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ access_url = flat_url(
+ 'https://oauth.live.com/token',
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ grant_type="authorization_code",
+ code=code)
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+ access_token = data['access_token']
+
+ # Retrieve profile data
+ graph_url = flat_url('https://apis.live.net/v5.0/me',
+ access_token=access_token)
+ r = requests.get(graph_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ live_profile = r.json()
+ profile = extract_live_data(live_profile)
+
+ cred = {'oauthAccessToken': access_token}
+ if 'refresh_token' in data:
+ cred['oauthRefreshToken'] = data['refresh_token']
+ return LiveAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
+
+
+def extract_live_data(data):
+ """Extract and normalize Windows Live Connect data"""
+ emails = data.get('emails', {})
+ profile = {
+ 'accounts': [{'domain': 'live.com', 'userid': data['id']}],
+ 'gender': data.get('gender'),
+ 'verifiedEmail': emails.get('preferred'),
+ 'updated': data.get('updated_time'),
+ 'name': {
+ 'formatted': data.get('name'),
+ 'familyName': data.get('last_name'),
+ 'givenName': data.get('first_name'),
+ },
+ 'displayName': data.get('name'),
+ 'emails': [],
+ 'urls': [],
+ }
+
+ if emails.get('personal'):
+ profile['emails'].append(
+ {'type': 'personal', 'value': emails['personal']})
+ if emails.get('business'):
+ profile['emails'].append(
+ {'type': 'business', 'value': emails['business']})
+ if emails.get('preferred'):
+ profile['emails'].append(
+ {'type': 'preferred', 'value': emails['preferred'],
+ 'primary': True})
+ if emails.get('account'):
+ profile['emails'].append(
+ {'type': 'account', 'value': emails['account']})
+ if 'link' in data:
+ profile['urls'].append(
+ {'type': 'profile', 'value': data['link']})
+ if 'birth_day' in data:
+ try:
+ profile['birthday'] = datetime.date(
+ int(data['birth_year']),
+ int(data['birth_month']),
+ int(data['birth_day']),
+ ).strftime('%Y-%m-%d')
+ except ValueError:
+ pass
+ return profile
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/mailru.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/mailru.py
new file mode 100644
index 0000000000000000000000000000000000000000..e3b6069a1fddecb7dbf7f8751628e8987858da08
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/mailru.py
@@ -0,0 +1,304 @@
+"""Mail.ru Authentication Views
+
+You may see developer docs on http://api.mail.ru/docs/guides/oauth/
+"""
+import hashlib
+import re
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import CSRFError, ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+PROVIDER_NAME = 'mailru'
+PROVIDER_DOMAIN = 'mail.ru'
+PROVIDER_AUTH_URL = 'https://connect.mail.ru/oauth/authorize'
+PROVIDER_ACCESS_TOKEN_URL = 'https://connect.mail.ru/oauth/token'
+PROVIDER_USER_PROFILE_URL = 'https://www.appsmail.ru/platform/api'
+PROVIDER_USER_PROFILE_API_METHOD = 'users.getInfo'
+
+FIELD_SEX = {
+ 0: 'male',
+ 1: 'female'
+}
+# Mail.ru provides a birthday information in form of 'dd.mm.yyyy' which is a
+# regular representation of dates in Russia.
+# Therefore, we must convert it into ISO 8601 in order to follow the
+# Portable Contacts' birthday format.
+FIELD_BIRTHDAY_RE = re.compile('(?P\d{2})\.(?P\d{2})\.(?P\d{4})')
+
+
+class MailRuAuthenticationComplete(AuthenticationComplete):
+ """MailRu auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_mailru_login', add_mailru_login)
+ config.add_directive('add_mailru_login_from_settings',
+ add_mailru_login_from_settings)
+
+
+def add_mailru_login_from_settings(config, prefix='velruse.mailru.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_mailru_login(**p.kwargs)
+
+
+def add_mailru_login(
+ config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/{name}'.format(name=PROVIDER_NAME),
+ callback_path='/login/{name}/callback'.format(name=PROVIDER_NAME),
+ name=PROVIDER_NAME
+):
+ """Add a MailRu login provider to the application."""
+ provider = MailRuProvider(name, consumer_key, consumer_secret, scope)
+ config.add_route(provider.login_route, login_path)
+ config.add_view(
+ provider,
+ attr='login',
+ route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED
+ )
+ config.add_route(
+ provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback
+ )
+ register_provider(config, name, provider)
+
+
+class MailRuProvider(object):
+
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = PROVIDER_NAME
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.{name}-login'.format(name=name)
+ self.callback_route = 'velruse.{name}-callback'.format(name=name)
+
+ def login(self, request):
+ """Initiate a MailRu login"""
+ request.session['state'] = state = uuid.uuid4().hex
+ auth_url = flat_url(
+ PROVIDER_AUTH_URL,
+ scope=self.scope,
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ response_type='code',
+ state=state)
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the MailRu redirect"""
+ state = request.session.get('state')
+ if not state or state != request.GET.get('state'):
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=request.GET.get('state'),
+ sess_state=request.session.get('state')
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(
+ reason=reason,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+ # Now retrieve the access token with the code
+ access_params = dict(
+ grant_type='authorization_code',
+ code=code,
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ )
+ r = requests.post(PROVIDER_ACCESS_TOKEN_URL, access_params)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ data = r.json()
+ access_token = data['access_token']
+
+ # Retrieve profile data.
+
+ # Mail.ru API requires a special parameter 'sig' which must be composed
+ # by the following sequence
+ signature = hashlib.md5(
+ 'app_id={client_id}'
+ 'method={method}'
+ 'secure=1'
+ 'session_key={access_token}'
+ '{secret_key}'.format(
+ client_id=self.consumer_key,
+ method=PROVIDER_USER_PROFILE_API_METHOD,
+ access_token=access_token,
+ secret_key=self.consumer_secret
+ )
+ ).hexdigest()
+
+ # Read more about the following params on
+ # http://api.mail.ru/docs/guides/restapi/#params
+ profile_url = flat_url(
+ PROVIDER_USER_PROFILE_URL,
+ method=PROVIDER_USER_PROFILE_API_METHOD,
+ app_id=self.consumer_key,
+ sig=signature,
+ session_key=access_token,
+ secure=1
+ )
+ r = requests.get(profile_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ profile = r.json()[0]
+ profile = extract_normalize_mailru_data(profile)
+ cred = {'oauthAccessToken': access_token}
+ return MailRuAuthenticationComplete(
+ profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+
+
+def extract_normalize_mailru_data(data):
+ """Extract and normalize MailRu data returned by the provider"""
+ # You may see the input data format on
+ # http://api.mail.ru/docs/reference/rest/users-getinfo/#result
+ profile = {
+ 'accounts': [
+ {
+ 'domain': PROVIDER_DOMAIN,
+ 'userid': data['uid']
+ }
+ ],
+ 'name': {},
+ 'gender': FIELD_SEX.get(data.get('sex')),
+ 'photos': [],
+ 'addresses': []
+ }
+
+ # Names
+ nickname = data.get('nick')
+ if nickname:
+ profile['preferredUsername'] = nickname
+
+ first_name = data.get('first_name')
+ if first_name:
+ profile['name']['givenName'] = first_name
+
+ last_name = data.get('last_name')
+ if last_name:
+ profile['name']['familyName'] = last_name
+
+ if first_name and last_name:
+ profile['displayName'] = u'{} {}'.format(first_name, last_name).strip()
+ elif first_name:
+ profile['displayName'] = first_name
+ elif last_name:
+ profile['displayName'] = first_name
+ elif nickname:
+ profile['displayName'] = nickname
+ else:
+ profile['displayName'] = 'Mail.ru user {uid}'.format(uid=data['uid'])
+
+ # Birthday
+ match = FIELD_BIRTHDAY_RE.match(data.get('birthday', ''))
+ if match:
+ profile['birthday'] = '{yyyy}-{mm}-{dd}'.format(**match.groupdict())
+
+ # Email
+ email = data.get('email')
+ if email:
+ profile['emails'] = [{
+ 'value': email,
+ 'primary': True
+ }]
+
+ # URLs
+ link = data.get('link')
+ if link:
+ profile['urls'] = [{
+ 'value': link
+ }]
+
+ # Photos
+ if data.get('has_pic'):
+ road_map = [
+ [
+ # field suffix
+ '',
+ # type
+ 'original'
+ ],
+ ['_big', 'big'],
+ ['_small', 'small'],
+ ['_190', 'custom_190'],
+ ['_180', 'custom_180'],
+ ['_128', 'custom_128'],
+ ['_50', 'custom_50'],
+ ['_40', 'custom_40'],
+ ['_32', 'custom_32'],
+ ['_22', 'custom_22']
+ ]
+ for item in road_map:
+ photo, image_type = item
+ photo = data.get('pic{photo_suffix}'.format(photo_suffix=photo))
+ if photo:
+ profile['photos'].append({
+ 'value': photo,
+ 'type': image_type
+ })
+
+ # Location
+ location = data.get('location', {})
+ country = location.get('country', {}).get('name')
+ region = location.get('region', {}).get('name')
+ city = location.get('city', {}).get('name')
+ if country or region or city:
+ address = {}
+ if country:
+ address['country'] = country
+ if region:
+ address['region'] = region
+ if city:
+ address['locality'] = city
+ profile['addresses'].append(address)
+
+ # Now strip out empty values
+ for k, v in profile.items():
+ if not v or (isinstance(v, list) and not v[0]):
+ del profile[k]
+
+ return profile
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/oid_extensions.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/oid_extensions.py
new file mode 100644
index 0000000000000000000000000000000000000000..b5a8f15ecf58ecf285647f42d6f897219e6e8640
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/oid_extensions.py
@@ -0,0 +1,40 @@
+"""OpenID Extensions
+
+Additional OpenID extensions for OAuth and UIRequest extensions.
+
+"""
+from __future__ import absolute_import
+
+from openid import extension
+
+
+class UIRequest(extension.Extension):
+ """OpenID UI extension"""
+ ns_uri = 'http://specs.openid.net/extensions/ui/1.0'
+ ns_alias = 'ui'
+
+ def __init__(self, mode=None, icon=False):
+ super(UIRequest, self).__init__()
+ self._args = {}
+ if mode:
+ self._args['mode'] = mode
+ if icon:
+ self._args['icon'] = str(icon).lower()
+
+ def getExtensionArgs(self):
+ return self._args
+
+
+class OAuthRequest(extension.Extension):
+ """OAuth extension"""
+ ns_uri = 'http://specs.openid.net/extensions/oauth/1.0'
+ ns_alias = 'oauth'
+
+ def __init__(self, consumer, scope=None):
+ super(OAuthRequest, self).__init__()
+ self._args = {'consumer': consumer}
+ if scope:
+ self._args['scope'] = scope
+
+ def getExtensionArgs(self):
+ return self._args
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/openid.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/openid.py
new file mode 100644
index 0000000000000000000000000000000000000000..45aad8608009ee81bc072f2e0bfce879b98e7efb
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/openid.py
@@ -0,0 +1,394 @@
+from __future__ import absolute_import
+
+import datetime
+import re
+
+from openid.consumer import consumer
+from openid.extensions import ax
+from openid.extensions import sreg
+
+from pyramid.request import Response
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import (
+ MissingParameter,
+ ThirdPartyFailure,
+)
+
+log = __import__('logging').getLogger(__name__)
+
+# Setup our attribute objects that we'll be requesting
+ax_attributes = dict(
+ nickname='http://axschema.org/namePerson/friendly',
+ email='http://axschema.org/contact/email',
+ full_name='http://axschema.org/namePerson',
+ birthday='http://axschema.org/birthDate',
+ gender='http://axschema.org/person/gender',
+ postal_code='http://axschema.org/contact/postalCode/home',
+ country='http://axschema.org/contact/country/home',
+ timezone='http://axschema.org/pref/timezone',
+ language='http://axschema.org/pref/language',
+ name_prefix='http://axschema.org/namePerson/prefix',
+ first_name='http://axschema.org/namePerson/first',
+ last_name='http://axschema.org/namePerson/last',
+ middle_name='http://axschema.org/namePerson/middle',
+ name_suffix='http://axschema.org/namePerson/suffix',
+ web='http://axschema.org/contact/web/default',
+ thumbnail='http://axschema.org/media/image/default',
+)
+
+#Change names later to make things a little bit clearer
+alternate_ax_attributes = dict(
+ nickname='http://schema.openid.net/namePerson/friendly',
+ email='http://schema.openid.net/contact/email',
+ full_name='http://schema.openid.net/namePerson',
+ birthday='http://schema.openid.net/birthDate',
+ gender='http://schema.openid.net/person/gender',
+ postal_code='http://schema.openid.net/contact/postalCode/home',
+ country='http://schema.openid.net/contact/country/home',
+ timezone='http://schema.openid.net/pref/timezone',
+ language='http://schema.openid.net/pref/language',
+ name_prefix='http://schema.openid.net/namePerson/prefix',
+ first_name='http://schema.openid.net/namePerson/first',
+ last_name='http://schema.openid.net/namePerson/last',
+ middle_name='http://schema.openid.net/namePerson/middle',
+ name_suffix='http://schema.openid.net/namePerson/suffix',
+ web='http://schema.openid.net/contact/web/default',
+)
+
+# Translation dict for AX attrib names to sreg equiv
+trans_dict = dict(
+ full_name='fullname',
+ birthday='dob',
+ postal_code='postcode',
+)
+
+attributes = ax_attributes
+
+
+class OpenIDAuthenticationComplete(AuthenticationComplete):
+ """OpenID auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_openid_login', add_openid_login)
+
+
+def add_openid_login(config,
+ realm=None,
+ storage=None,
+ login_path='/login/openid',
+ callback_path='/login/openid/callback',
+ name='openid'):
+ """
+ Add an OpenID login provider to the application.
+
+ `storage` should be an object conforming to the
+ `openid.store.interface.OpenIDStore` protocol. If left as `None` then
+ the provider will run in a stateless mode.
+ """
+ provider = OpenIDConsumer(name, 'openid', realm=realm, storage=storage)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class OpenIDConsumer(object):
+ """OpenID Consumer base class
+
+ Providors using specialized OpenID based authentication subclass this.
+
+ """
+ def __init__(self,
+ name,
+ _type,
+ realm=None,
+ storage=None,
+ context=OpenIDAuthenticationComplete):
+ self.openid_store = storage
+ self.name = name
+ self.type = _type
+ self.context = context
+ self.realm_override = realm
+
+ self.login_route = 'velruse.%s-url' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def _get_realm(self, request):
+ if self.realm_override is not None:
+ return self.realm_override
+ return request.host_url
+
+ def _lookup_identifier(self, request, identifier):
+ """Extension point for inherited classes that want to change or set
+ a default identifier"""
+ return identifier
+
+ def _update_authrequest(self, request, authrequest):
+ """Update the authrequest with the default extensions and attributes
+ we ask for
+
+ This method doesn't need to return anything, since the extensions
+ should be added to the authrequest object itself.
+
+ """
+ # Add on the Attribute Exchange for those that support that
+ ax_request = ax.FetchRequest()
+ for attrib in attributes.values():
+ ax_request.add(ax.AttrInfo(attrib))
+ authrequest.addExtension(ax_request)
+
+ # Form the Simple Reg request
+ sreg_request = sreg.SRegRequest(
+ optional=['nickname', 'email', 'fullname', 'dob', 'gender',
+ 'postcode', 'country', 'language', 'timezone'],
+ )
+ authrequest.addExtension(sreg_request)
+
+ def _get_access_token(self, request_token):
+ """Called to exchange a request token for the access token
+
+ This method doesn't by default return anything, other OpenID+Oauth
+ consumers should override it to do the appropriate lookup for the
+ access token, and return the access token.
+
+ """
+
+ def login(self, request):
+ log.debug('Handling OpenID login')
+
+ # Load default parameters that all Auth Responders take
+ openid_url = request.params.get('openid_identifier')
+
+ # Let inherited consumers alter the openid identifier if desired
+ openid_url = self._lookup_identifier(request, openid_url)
+
+ if not openid_url:
+ log.error('Velruse: no openid_url')
+ raise MissingParameter('No openid_identifier was found')
+
+ openid_session = {}
+ oidconsumer = consumer.Consumer(openid_session, self.openid_store)
+
+ try:
+ log.debug('About to try OpenID begin')
+ authrequest = oidconsumer.begin(openid_url)
+ except consumer.DiscoveryFailure:
+ log.debug('OpenID begin DiscoveryFailure')
+ raise
+
+ if authrequest is None:
+ log.debug('OpenID begin returned empty')
+ raise ThirdPartyFailure("OpenID begin returned nothing")
+
+ log.debug('Updating authrequest')
+
+ # Update the authrequest
+ self._update_authrequest(request, authrequest)
+
+ realm = self._get_realm(request)
+ # TODO: add a csrf check to the return_to URL
+ return_to = request.route_url(self.callback_route)
+ request.session['openid_session'] = openid_session
+
+ # OpenID 2.0 lets Providers request POST instead of redirect, this
+ # checks for such a request.
+ if authrequest.shouldSendRedirect():
+ log.debug('About to initiate OpenID redirect')
+ redirect_url = authrequest.redirectURL(
+ realm=realm,
+ return_to=return_to,
+ immediate=False)
+ return HTTPFound(location=redirect_url)
+ else:
+ log.debug('About to initiate OpenID POST')
+ html = authrequest.htmlMarkup(
+ realm=realm,
+ return_to=return_to,
+ immediate=False)
+ return Response(body=html)
+
+ def _update_profile_data(self, request, user_data, credentials):
+ """Update the profile data using an OAuth request to fetch more data"""
+
+ def callback(self, request):
+ """Handle incoming redirect from OpenID Provider"""
+ log.debug('Handling processing of response from server')
+
+ openid_session = request.session.get('openid_session', None)
+ if not openid_session:
+ raise ThirdPartyFailure("No OpenID Session has begun.")
+
+ # Delete the temporary token data used for the OpenID auth
+ del request.session['openid_session']
+
+ # Setup the consumer and parse the information coming back
+ oidconsumer = consumer.Consumer(openid_session, self.openid_store)
+ return_to = request.route_url(self.callback_route)
+ info = oidconsumer.complete(request.params, return_to)
+
+ if info.status in [consumer.FAILURE, consumer.CANCEL]:
+ return AuthenticationDenied("OpenID failure",
+ provider_name=self.name,
+ provider_type=self.type)
+ elif info.status == consumer.SUCCESS:
+ openid_identity = info.identity_url
+ if info.endpoint.canonicalID:
+ # If it's an i-name, use the canonicalID as its secure even if
+ # the old one is compromised
+ openid_identity = info.endpoint.canonicalID
+
+ user_data = extract_openid_data(
+ identifier=openid_identity,
+ sreg_resp=sreg.SRegResponse.fromSuccessResponse(info),
+ ax_resp=ax.FetchResponse.fromSuccessResponse(info)
+ )
+ # Did we get any OAuth info?
+ oauth = info.extensionResponse(
+ 'http://specs.openid.net/extensions/oauth/1.0', False
+ )
+ cred = {}
+ if oauth and 'request_token' in oauth:
+ access_token = self._get_access_token(oauth['request_token'])
+ if access_token:
+ cred.update(access_token)
+
+ # See if we need to update our profile data with an OAuth call
+ self._update_profile_data(request, user_data, cred)
+
+ return self.context(profile=user_data,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
+ else:
+ raise ThirdPartyFailure("OpenID failed.")
+
+
+class AttribAccess(object):
+ """Uniform attribute accessor for Simple Reg and Attribute Exchange
+ values"""
+ def __init__(self, sreg_resp, ax_resp):
+ self.sreg_resp = sreg_resp or {}
+ self.ax_resp = ax_resp or ax.AXKeyValueMessage()
+
+ def get(self, key, ax_only=False):
+ """Get a value from either Simple Reg or AX"""
+ # First attempt to fetch it from AX
+ v = self.ax_resp.getSingle(attributes[key])
+ if v:
+ return v
+ if ax_only:
+ return None
+
+ # Translate the key if needed
+ if key in trans_dict:
+ key = trans_dict[key]
+
+ # Don't attempt to fetch keys that aren't valid sreg fields
+ if key not in sreg.data_fields:
+ return None
+
+ return self.sreg_resp.get(key)
+
+
+def extract_openid_data(identifier, sreg_resp, ax_resp):
+ """Extract the OpenID Data from Simple Reg and AX data
+
+ This normalizes the data to the appropriate format.
+
+ """
+ attribs = AttribAccess(sreg_resp, ax_resp)
+
+ account = {}
+ accounts = [account]
+
+ ud = {'accounts': accounts}
+ if 'google.com' in identifier:
+ account['domain'] = 'google.com'
+ elif 'yahoo.com' in identifier:
+ account['domain'] = 'yahoo.com'
+ elif 'aol.com' in identifier:
+ account['domain'] = 'aol.com'
+ else:
+ account['domain'] = 'openid.net'
+ account['username'] = identifier
+
+ # Sort out the display name and preferred username
+ if account['domain'] == 'google.com':
+ # Extract the first bit as the username since Google doesn't return
+ # any usable nickname info
+ email = attribs.get('email')
+ if email:
+ ud['preferredUsername'] = re.match('(^.*?)@', email).groups()[0]
+ else:
+ ud['preferredUsername'] = attribs.get('nickname')
+
+ # We trust that Google and Yahoo both verify their email addresses
+ if account['domain'] in ['google.com', 'yahoo.com']:
+ ud['verifiedEmail'] = attribs.get('email', ax_only=True)
+ ud['emails'] = [attribs.get('email')]
+
+ # Parse through the name parts, assign the properly if present
+ name = {}
+ name_keys = ['name_prefix', 'first_name', 'middle_name', 'last_name',
+ 'name_suffix']
+ pcard_map = {'first_name': 'givenName', 'middle_name': 'middleName',
+ 'last_name': 'familyName',
+ 'name_prefix': 'honorificPrefix',
+ 'name_suffix': 'honorificSuffix'}
+ full_name_vals = []
+ for part in name_keys:
+ val = attribs.get(part)
+ if val:
+ full_name_vals.append(val)
+ name[pcard_map[part]] = val
+ full_name = ' '.join(full_name_vals).strip()
+ if not full_name:
+ full_name = attribs.get('full_name')
+
+ name['formatted'] = full_name
+ ud['name'] = name
+
+ ud['displayName'] = full_name or ud.get('preferredUsername')
+
+ urls = attribs.get('web')
+ if urls:
+ ud['urls'] = [urls]
+
+ gender = attribs.get('gender')
+ if gender:
+ ud['gender'] = {'M': 'male', 'F': 'female'}.get(gender)
+
+ birthday = attribs.get('birthday')
+ if birthday:
+ try:
+ # confirm that the date is valid
+ date = datetime.datetime.strptime(birthday, '%Y-%m-%d').date()
+ ud['birthday'] = date.strftime('%Y-%m-%d')
+ except ValueError:
+ pass
+
+ thumbnail = attribs.get('thumbnail')
+ if thumbnail:
+ ud['photos'] = [{'type': 'thumbnail', 'value': thumbnail}]
+ ud['thumbnailUrl'] = thumbnail
+
+ # Now strip out empty values
+ for k, v in ud.items():
+ if not v or (isinstance(v, list) and not v[0]):
+ del ud[k]
+
+ return ud
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/qq.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/qq.py
new file mode 100644
index 0000000000000000000000000000000000000000..9213d0f2124cd6f8cb2505aafa8f7dd6e65e5c0c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/qq.py
@@ -0,0 +1,140 @@
+"""QQ Authentication Views"""
+import json
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class QQAuthenticationComplete(AuthenticationComplete):
+ """QQ auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_qq_login', add_qq_login)
+ config.add_directive('add_qq_login_from_settings',
+ add_qq_login_from_settings)
+
+
+def add_qq_login_from_settings(config, prefix='velruse.qq.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_qq_login(**p.kwargs)
+
+
+def add_qq_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/qq',
+ callback_path='/login/qq/callback',
+ name='qq'):
+ """
+ Add a QQ login provider to the application.
+ """
+ provider = QQProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class QQProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'qq'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a qq login"""
+ scope = request.POST.get('scope', self.scope)
+ gh_url = flat_url('https://graph.qq.com/oauth2.0/authorize',
+ scope=scope,
+ client_id=self.consumer_key,
+ response_type='code',
+ redirect_uri=request.route_url(self.callback_route))
+ return HTTPFound(location=gh_url)
+
+ def callback(self, request):
+ """Process the qq redirect"""
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ access_url = flat_url(
+ 'https://graph.qq.com/oauth2.0/token',
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ grant_type='authorization_code',
+ redirect_uri=request.route_url(self.callback_route),
+ code=code)
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ access_token = dict(parse_qsl(r.text))['access_token']
+
+ # Retrieve profile data
+ graph_url = flat_url('https://graph.qq.com/oauth2.0/me',
+ access_token=access_token)
+ r = requests.get(graph_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = json.loads(r.text[10:-3])
+ openid = data.get('openid', '')
+
+ user_info_url = flat_url(
+ 'https://graph.qq.com/user/get_user_info',
+ access_token=access_token,
+ oauth_consumer_key=self.consumer_key,
+ openid=openid)
+ r = requests.get(user_info_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+
+ profile = {
+ 'accounts': [{'domain': 'qq.com', 'userid': openid}],
+ 'displayName': data['nickname'],
+ 'preferredUsername': data['nickname'],
+ 'data': data
+ }
+
+ cred = {'oauthAccessToken': access_token}
+ return QQAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/renren.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/renren.py
new file mode 100644
index 0000000000000000000000000000000000000000..b5983c9b5f7b3e8d128245c8139f461747e7a469
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/renren.py
@@ -0,0 +1,118 @@
+"""Renren Authentication Views"""
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class RenrenAuthenticationComplete(AuthenticationComplete):
+ """Renren auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_renren_login', add_renren_login)
+ config.add_directive('add_renren_login_from_settings',
+ add_renren_login_from_settings)
+
+
+def add_renren_login_from_settings(config, prefix='velruse.renren.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_renren_login(**p.kwargs)
+
+
+def add_renren_login(config,
+ consumer_key,
+ consumer_secret,
+ scope='',
+ login_path='/login/renren',
+ callback_path='/login/renren/callback',
+ name='renren'):
+ """
+ Add a Renren login provider to the application.
+ """
+ provider = RenrenProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class RenrenProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'renren'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a renren login"""
+ scope = request.POST.get('scope', self.scope)
+ url = flat_url('https://graph.renren.com/oauth/authorize',
+ scope=scope,
+ client_id=self.consumer_key,
+ response_type='code',
+ redirect_uri=request.route_url(self.callback_route))
+ return HTTPFound(url)
+
+ def callback(self, request):
+ """Process the renren redirect"""
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ access_url = flat_url(
+ 'https://graph.renren.com/oauth/token',
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ grant_type='authorization_code',
+ redirect_uri=request.route_url(self.callback_route),
+ code=code)
+
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+ access_token = data['access_token']
+ profile = {
+ 'accounts': [
+ {'domain': 'renren.com', 'userid': data['user']['id']},
+ ],
+ 'displayName': data['user']['name'],
+ 'preferredUsername': data['user']['name'],
+ }
+
+ cred = {'oauthAccessToken': access_token}
+
+ return RenrenAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/taobao.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/taobao.py
new file mode 100644
index 0000000000000000000000000000000000000000..cf8089b7feb35f8962c648f62c6c2fe361e364b3
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/taobao.py
@@ -0,0 +1,141 @@
+"""Taobao Authentication Views"""
+from hashlib import md5
+import time
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class TaobaoAuthenticationComplete(AuthenticationComplete):
+ """Taobao auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_taobao_login', add_taobao_login)
+ config.add_directive('add_taobao_login_from_settings',
+ add_taobao_login_from_settings)
+
+
+def add_taobao_login_from_settings(config, prefix='velruse.taobao.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_taobao_login(**p.kwargs)
+
+
+def add_taobao_login(config,
+ consumer_key,
+ consumer_secret,
+ login_path='/login/taobao',
+ callback_path='/login/taobao/callback',
+ name='taobao'):
+ """
+ Add a Taobao login provider to the application.
+ """
+ provider = TaobaoProvider(name, consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class TaobaoProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = 'taobao'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a taobao login"""
+ gh_url = flat_url('https://oauth.taobao.com/authorize',
+ client_id=self.consumer_key,
+ response_type='code',
+ redirect_uri=request.route_url(self.callback_route))
+ return HTTPFound(location=gh_url)
+
+ def callback(self, request):
+ """Process the taobao redirect"""
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ r = requests.post(
+ 'https://oauth.taobao.com/token',
+ dict(grant_type='authorization_code',
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ code=code))
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+ access_token = data['access_token']
+
+ # Retrieve profile data
+ params = {
+ 'method': 'taobao.user.get',
+ 'timestamp': time.strftime('%Y-%m-%d %H:%M:%S', time.localtime()),
+ 'format': 'json',
+ 'app_key': self.consumer_key,
+ 'v': '2.0',
+ 'sign_method': 'md5',
+ 'fields': 'user_id,nick',
+ 'session': access_token,
+ }
+ src = (
+ self.consumer_secret
+ + ''.join(["%s%s" % (k, v) for k, v in sorted(params.items())])
+ + self.consumer_secret
+ )
+ params['sign'] = md5(src).hexdigest().upper()
+ get_user_info_url = flat_url('http://gw.api.taobao.com/router/rest',
+ **params)
+ r = requests.get(get_user_info_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+
+ username = data['user_get_response']['user']['nick']
+ userid = data['user_get_response']['user']['user_id']
+
+ profile = {
+ 'accounts': [{'domain': 'taobao.com', 'userid': userid}],
+ 'displayName': username,
+ 'preferredUsername': username,
+ }
+
+ cred = {'oauthAccessToken': access_token}
+ return TaobaoAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/twitter.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/twitter.py
new file mode 100644
index 0000000000000000000000000000000000000000..319a6434071235f533fcfae81cb236b969b5cd65
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/twitter.py
@@ -0,0 +1,166 @@
+"""Twitter Authentication Views"""
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from requests_oauthlib import OAuth1
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..compat import parse_qsl
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+REQUEST_URL = 'https://api.twitter.com/oauth/request_token'
+AUTH_URL = 'https://api.twitter.com/oauth/authenticate'
+ACCESS_URL = 'https://api.twitter.com/oauth/access_token'
+DATA_URL = 'https://api.twitter.com/1.1/users/show.json?screen_name=%s'
+
+class TwitterAuthenticationComplete(AuthenticationComplete):
+ """Twitter auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_twitter_login', add_twitter_login)
+ config.add_directive('add_twitter_login_from_settings',
+ add_twitter_login_from_settings)
+
+
+def add_twitter_login_from_settings(config, prefix='velruse.twitter.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_twitter_login(**p.kwargs)
+
+
+def add_twitter_login(config,
+ consumer_key,
+ consumer_secret,
+ login_path='/login/twitter',
+ callback_path='/login/twitter/callback',
+ name='twitter'):
+ """
+ Add a Twitter login provider to the application.
+ """
+ provider = TwitterProvider(name, consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login',
+ route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class TwitterProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = 'twitter'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a Twitter login"""
+ # grab the initial request token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ callback_uri=request.route_url(self.callback_route))
+ resp = requests.post(REQUEST_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ request_token = dict(parse_qsl(resp.text))
+
+ # store the token for later
+ request.session['token'] = request_token
+
+ # redirect the user to authorize the app
+ auth_url = flat_url(AUTH_URL, oauth_token=request_token['oauth_token'])
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the Twitter redirect"""
+ if 'denied' in request.GET:
+ return AuthenticationDenied("User denied authentication",
+ provider_name=self.name,
+ provider_type=self.type)
+ verifier = request.GET.get('oauth_verifier')
+ if not verifier:
+ raise ThirdPartyFailure("No oauth_verifier returned")
+
+ request_token = request.session['token']
+
+ # turn our request token into an access token
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=request_token['oauth_token'],
+ resource_owner_secret=request_token['oauth_token_secret'],
+ verifier=verifier)
+ resp = requests.post(ACCESS_URL, auth=oauth)
+ if resp.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ resp.status_code, resp.content))
+ access_token = dict(parse_qsl(resp.text))
+ creds = {
+ 'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret'],
+ }
+
+ username = access_token['screen_name']
+
+ # Setup the normalized contact info
+ profile = {}
+ profile['accounts'] = [{
+ 'domain': 'twitter.com',
+ 'userid': access_token['user_id'],
+ 'username': username,
+ }]
+ profile['displayName'] = username
+ profile['preferredUsername'] = username
+
+ oauth = OAuth1(
+ self.consumer_key,
+ client_secret=self.consumer_secret,
+ resource_owner_key=access_token['oauth_token'],
+ resource_owner_secret=access_token['oauth_token_secret'])
+ resp = requests.get(DATA_URL % username, auth=oauth)
+ if resp.status_code == 200:
+ data = resp.json()
+ if 'name' in data:
+ # replace display name with the full name
+ profile['displayName'] = data['name']
+ profile['name'] = {'formatted': profile['displayName']}
+ if 'url' in data:
+ profile['urls'] = [{'value': data['url']}]
+ if 'location' in data:
+ profile['addresses'] = [{'formatted': data['location']}]
+ if 'profile_image_url' in data:
+ profile['photos'] = [{'value': data['profile_image_url']}]
+ if data.get('utc_offset'):
+ offset = float(data['utc_offset']) / 3600
+ h = int(offset)
+ m = int(abs(offset - h) * 60)
+ profile['utcOffset'] = '{h:+03d}:{m:02d}'.format(h=h, m=m)
+
+ return TwitterAuthenticationComplete(profile=profile,
+ credentials=creds,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/vk.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/vk.py
new file mode 100644
index 0000000000000000000000000000000000000000..19b6ab87125ed07775322809707748f49f207f05
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/vk.py
@@ -0,0 +1,250 @@
+"""VK.com (ex Vkontakte.ru) Authentication Views
+
+VK is considered to be the #1 social network
+(with more than a 100 million active users) in Russia.
+You may see the developer docs at http://vk.com/developers.php#devstep2
+"""
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import CSRFError, ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+from ..compat import u
+
+
+PROVIDER_NAME = 'vk'
+PROVIDER_AUTH_URL = 'https://oauth.vk.com/authorize'
+PROVIDER_ACCESS_TOKEN_URL = 'https://api.vk.com/oauth/access_token'
+PROVIDER_USER_PROFILE_URL = 'https://api.vk.com/method/getProfiles'
+
+FIELD_SEX = {
+ 1: 'female',
+ 2: 'male'
+}
+
+
+class VKAuthenticationComplete(AuthenticationComplete):
+ """VK auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_vk_login', add_vk_login)
+ config.add_directive('add_vk_login_from_settings',
+ add_vk_login_from_settings)
+
+
+def add_vk_login_from_settings(config, prefix='velruse.vk.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_vk_login(**p.kwargs)
+
+
+def add_vk_login(
+ config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/{name}'.format(name=PROVIDER_NAME),
+ callback_path='/login/{name}/callback'.format(name=PROVIDER_NAME),
+ name=PROVIDER_NAME
+):
+ """Add a VK login provider to the application."""
+ provider = VKProvider(name, consumer_key, consumer_secret, scope)
+ config.add_route(provider.login_route, login_path)
+ config.add_view(
+ provider,
+ attr='login',
+ route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED
+ )
+ config.add_route(
+ provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback
+ )
+ register_provider(config, name, provider)
+
+
+class VKProvider(object):
+
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = PROVIDER_NAME
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.{name}-login'.format(name=name)
+ self.callback_route = 'velruse.{name}-callback'.format(name=name)
+
+ def login(self, request):
+ """Initiate a VK login"""
+ request.session['state'] = state = uuid.uuid4().hex
+ fb_url = flat_url(
+ PROVIDER_AUTH_URL,
+ scope=self.scope,
+ client_id=self.consumer_key,
+ redirect_uri=request.route_url(self.callback_route),
+ response_type='code',
+ state=state)
+ return HTTPFound(location=fb_url)
+
+ def callback(self, request):
+ """Process the VK redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error_description',
+ 'No reason provided.')
+ return AuthenticationDenied(
+ reason=reason,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+ # Now retrieve the access token with the code
+ access_url = flat_url(
+ PROVIDER_ACCESS_TOKEN_URL,
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ code=code
+ )
+ r = requests.get(access_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ data = r.json()
+ access_token = data['access_token']
+
+ # Retrieve profile data
+ graph_url = flat_url(
+ PROVIDER_USER_PROFILE_URL,
+ access_token=access_token,
+ uids=data['user_id'],
+ fields=(
+ 'first_name,last_name,nickname,domain,sex,bdate,city,country,'
+ 'timezone,photo,photo_medium,photo_big,photo_rec,has_mobile,'
+ 'mobile_phone,home_phone,rate,contacts,education'
+ )
+ )
+ r = requests.get(graph_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ vk_profile = r.json()['response'][0]
+ vk_profile['uid'] = data['user_id']
+ profile = extract_normalize_vk_data(vk_profile)
+ cred = {'oauthAccessToken': access_token}
+ return VKAuthenticationComplete(
+ profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+
+
+def extract_normalize_vk_data(data):
+ """Extract and normalize VK data returned by the provider"""
+ # Names
+ profile = {
+ 'accounts': [
+ {
+ 'domain': 'vk.com',
+ 'userid': data['uid']
+ }
+ ],
+ 'name': {},
+ 'preferredUsername': data.get('nickname'),
+ 'photos': [],
+ 'phoneNumbers': []
+ }
+ if data['first_name']:
+ profile['name']['givenName'] = data['first_name']
+ if data['last_name']:
+ profile['name']['familyName'] = data['last_name']
+ profile['displayName'] = u'{} {}'.format(
+ data['first_name'], data['last_name']).strip()
+
+ # Gender
+ gender = FIELD_SEX.get(data.get('sex'))
+ if gender:
+ profile['gender'] = gender
+
+ # Photos
+ road_map = [
+ [
+ # field name
+ 'photo',
+ # default value (i.e. no photo)
+ 'images/question_c.gif',
+ # type
+ 'thumbnail'
+ ],
+ ['photo_medium', 'images/question_b.gif', 'medium'],
+ ['photo_big', 'images/question_a.gif', 'large'],
+ ['photo_rec', 'images/question_a.gif', 'square']
+ ]
+ for item in road_map:
+ photo, default, image_type = item
+ photo = data.get(photo)
+ if photo and photo != default:
+ profile['photos'].append({
+ 'value': photo,
+ 'type': image_type
+ })
+
+ # Phones
+ road_map = [
+ [
+ # field name
+ 'mobile_phone',
+ # type
+ 'mobile'
+ ],
+ ['home_phone', 'home']
+ ]
+ for item in road_map:
+ phone, phone_type = item
+ phone = data.get(phone)
+ if phone:
+ profile['phoneNumbers'].append({
+ 'value': phone,
+ 'type': phone_type
+ })
+
+ # Now strip out empty values
+ for k, v in profile.items():
+ if not v or (isinstance(v, list) and not v[0]):
+ del profile[k]
+
+ return profile
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/weibo.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/weibo.py
new file mode 100644
index 0000000000000000000000000000000000000000..8c40e9f3ab29f981f7ac42671278f9280273136a
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/weibo.py
@@ -0,0 +1,148 @@
+"""Sina Microblogging weibo.com Authentication Views"""
+import uuid
+
+import requests
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import CSRFError
+from ..exceptions import ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+class WeiboAuthenticationComplete(AuthenticationComplete):
+ """Weibo auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_weibo_login', add_weibo_login)
+ config.add_directive('add_weibo_login_from_settings',
+ add_weibo_login_from_settings)
+
+
+def add_weibo_login_from_settings(config, prefix='velruse.weibo.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('scope')
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_weibo_login(**p.kwargs)
+
+
+def add_weibo_login(config,
+ consumer_key,
+ consumer_secret,
+ scope=None,
+ login_path='/login/weibo',
+ callback_path='/login/weibo/callback',
+ name='weibo'):
+ """
+ Add a Weibo login provider to the application.
+ """
+ provider = WeiboProvider(name, consumer_key, consumer_secret, scope)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class WeiboProvider(object):
+ def __init__(self, name, consumer_key, consumer_secret, scope):
+ self.name = name
+ self.type = 'weibo'
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.scope = scope
+
+ self.login_route = 'velruse.%s-login' % name
+ self.callback_route = 'velruse.%s-callback' % name
+
+ def login(self, request):
+ """Initiate a weibo login"""
+ scope = request.POST.get('scope', self.scope)
+ request.session['state'] = state = uuid.uuid4().hex
+ url = flat_url('https://api.weibo.com/oauth2/authorize',
+ scope=scope,
+ client_id=self.consumer_key,
+ response_type='code',
+ redirect_uri=request.route_url(self.callback_route),
+ state=state)
+ return HTTPFound(url)
+
+ def callback(self, request):
+ """Process the weibo redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error_reason', 'No reason provided.')
+ return AuthenticationDenied(reason,
+ provider_name=self.name,
+ provider_type=self.type)
+
+ # Now retrieve the access token with the code
+ r = requests.post(
+ 'https://api.weibo.com/oauth2/access_token',
+ dict(
+ client_id=self.consumer_key,
+ client_secret=self.consumer_secret,
+ redirect_uri=request.route_url(self.callback_route),
+ grant_type='authorization_code',
+ code=code,
+ ),
+ )
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ token_data = r.json()
+ access_token = token_data['access_token']
+ user_id = token_data['uid']
+
+ # Retrieve profile data
+ graph_url = flat_url('https://api.weibo.com/2/users/show.json',
+ access_token=access_token,
+ uid=user_id)
+ r = requests.get(graph_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure("Status %s: %s" % (
+ r.status_code, r.content))
+ data = r.json()
+
+ profile = {
+ 'accounts': [{'domain': 'weibo.com', 'userid': data['id']}],
+ 'gender': data.get('gender'),
+ 'displayName': data['screen_name'],
+ 'preferredUsername': data['name'],
+ 'avatar': data['avatar_large'],
+ 'data': data
+ }
+
+ cred = {'oauthAccessToken': access_token}
+ return WeiboAuthenticationComplete(profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yahoo.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yahoo.py
new file mode 100644
index 0000000000000000000000000000000000000000..a26095376387af745ce1f7b9db152d05cc5d55f3
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yahoo.py
@@ -0,0 +1,114 @@
+from __future__ import absolute_import
+
+from openid.extensions import ax
+
+import requests
+from requests_oauthlib import OAuth1
+
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+from ..api import register_provider
+from ..compat import parse_qsl
+
+from .oid_extensions import OAuthRequest
+from .openid import (
+ OpenIDAuthenticationComplete,
+ OpenIDConsumer,
+)
+
+
+log = __import__('logging').getLogger(__name__)
+
+
+YAHOO_OAUTH = 'https://api.login.yahoo.com/oauth/v2/get_token'
+
+
+class YahooAuthenticationComplete(OpenIDAuthenticationComplete):
+ """Yahoo auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_yahoo_login', add_yahoo_login)
+
+
+def add_yahoo_login(config,
+ realm=None,
+ storage=None,
+ consumer_key=None,
+ consumer_secret=None,
+ login_path='/login/yahoo',
+ callback_path='/login/yahoo/callback',
+ name='yahoo'):
+ """
+ Add a Yahoo login provider to the application.
+
+ OpenID parameters: realm, storage
+
+ OAuth parameters: consumer_key, consumer_secret
+ """
+ provider = YahooConsumer(name, realm, storage,
+ consumer_key, consumer_secret)
+
+ config.add_route(provider.login_route, login_path)
+ config.add_view(provider, attr='login', route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED)
+
+ config.add_route(provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback)
+
+ register_provider(config, name, provider)
+
+
+class YahooConsumer(OpenIDConsumer):
+ def __init__(self, name, realm=None, storage=None,
+ oauth_key=None, oauth_secret=None):
+ """Handle Yahoo Auth
+
+ This also handles making an OAuth request during the OpenID
+ authentication.
+
+ """
+ OpenIDConsumer.__init__(self, name, 'yahoo', realm, storage,
+ context=YahooAuthenticationComplete)
+ self.oauth_key = oauth_key
+ self.oauth_secret = oauth_secret
+
+ def _lookup_identifier(self, request, identifier):
+ """Return the Yahoo OpenID directed endpoint"""
+ return 'https://me.yahoo.com/'
+
+ def _update_authrequest(self, request, authrequest):
+ # Add on the Attribute Exchange for those that support that
+ ax_request = ax.FetchRequest()
+ for attrib in ['http://axschema.org/namePerson/friendly',
+ 'http://axschema.org/namePerson',
+ 'http://axschema.org/person/gender',
+ 'http://axschema.org/pref/timezone',
+ 'http://axschema.org/media/image/default',
+ 'http://axschema.org/contact/email']:
+ ax_request.add(ax.AttrInfo(attrib))
+ authrequest.addExtension(ax_request)
+
+ # Add OAuth request?
+ if 'oauth' in request.POST:
+ oauth_request = OAuthRequest(consumer=self.oauth_key)
+ authrequest.addExtension(oauth_request)
+
+ def _get_access_token(self, request_token):
+ oauth = OAuth1(
+ self.oauth_key,
+ client_secret=self.oauth_secret,
+ resource_owner_key=request_token)
+
+ resp = requests.post(YAHOO_OAUTH, auth=oauth)
+ if resp.status_code != 200:
+ log.error(
+ 'OAuth token validation failed. Status: %d, Content: %s',
+ resp.status_code, resp.content)
+ else:
+ access_token = dict(parse_qsl(resp.text))
+ return {
+ 'oauthAccessToken': access_token['oauth_token'],
+ 'oauthAccessTokenSecret': access_token['oauth_token_secret'],
+ }
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yandex.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yandex.py
new file mode 100644
index 0000000000000000000000000000000000000000..f4a40abada65e224c305dad43fc51f81f33963d6
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/providers/yandex.py
@@ -0,0 +1,197 @@
+"""Yandex Authentication Views
+
+You may see developer docs at http://api.yandex.com/oauth/
+"""
+import uuid
+
+from pyramid.httpexceptions import HTTPFound
+from pyramid.security import NO_PERMISSION_REQUIRED
+
+import requests
+
+from ..api import (
+ AuthenticationComplete,
+ AuthenticationDenied,
+ register_provider,
+)
+from ..exceptions import CSRFError, ThirdPartyFailure
+from ..settings import ProviderSettings
+from ..utils import flat_url
+
+
+PROVIDER_NAME = 'yandex'
+PROVIDER_AUTH_URL = 'https://oauth.yandex.ru/authorize'
+PROVIDER_ACCESS_TOKEN_URL = 'https://oauth.yandex.ru/token'
+PROVIDER_USER_PROFILE_URL = 'https://login.yandex.ru/info'
+
+
+class YandexAuthenticationComplete(AuthenticationComplete):
+ """Yandex auth complete"""
+
+
+def includeme(config):
+ config.add_directive('add_yandex_login', add_yandex_login)
+ config.add_directive('add_yandex_login_from_settings',
+ add_yandex_login_from_settings)
+
+
+def add_yandex_login_from_settings(config, prefix='velruse.yandex.'):
+ settings = config.registry.settings
+ p = ProviderSettings(settings, prefix)
+ p.update('consumer_key', required=True)
+ p.update('consumer_secret', required=True)
+ p.update('login_path')
+ p.update('callback_path')
+ config.add_yandex_login(**p.kwargs)
+
+
+def add_yandex_login(
+ config,
+ consumer_key,
+ consumer_secret,
+ login_path='/login/{name}'.format(name=PROVIDER_NAME),
+ callback_path='/login/{name}/callback'.format(name=PROVIDER_NAME),
+ name=PROVIDER_NAME
+):
+ """Add a Yandex login provider to the application."""
+ provider = YandexProvider(name, consumer_key, consumer_secret)
+ config.add_route(provider.login_route, login_path)
+ config.add_view(
+ provider,
+ attr='login',
+ route_name=provider.login_route,
+ permission=NO_PERMISSION_REQUIRED
+ )
+ config.add_route(
+ provider.callback_route, callback_path,
+ use_global_views=True,
+ factory=provider.callback
+ )
+ register_provider(config, name, provider)
+
+
+class YandexProvider(object):
+
+ def __init__(self, name, consumer_key, consumer_secret):
+ self.name = name
+ self.type = PROVIDER_NAME
+ self.consumer_key = consumer_key
+ self.consumer_secret = consumer_secret
+ self.login_route = 'velruse.{name}-login'.format(name=name)
+ # Yandex doesn't support redirect_uri and scope parameters in
+ # the query string.
+ # You must define the Callback URI and the Scope fields manually in
+ # application's settings page at https://oauth.yandex.ru/client/my
+ # The following attribute is left intact in order to preserve API
+ # consistency.
+ self.callback_route = 'velruse.{name}-callback'.format(name=name)
+
+ def login(self, request):
+ """Initiate a Yandex login"""
+ request.session['state'] = state = uuid.uuid4().hex
+ auth_url = flat_url(
+ PROVIDER_AUTH_URL,
+ client_id=self.consumer_key,
+ response_type='code',
+ state=state
+ )
+ return HTTPFound(location=auth_url)
+
+ def callback(self, request):
+ """Process the Yandex redirect"""
+ sess_state = request.session.get('state')
+ req_state = request.GET.get('state')
+ if not sess_state or sess_state != req_state:
+ raise CSRFError(
+ 'CSRF Validation check failed. Request state {req_state} is '
+ 'not the same as session state {sess_state}'.format(
+ req_state=req_state,
+ sess_state=sess_state
+ )
+ )
+ code = request.GET.get('code')
+ if not code:
+ reason = request.GET.get('error', 'No reason provided.')
+ return AuthenticationDenied(
+ reason=reason,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+ # Now retrieve the access token with the code
+ token_params = {
+ 'grant_type': 'authorization_code',
+ 'code': code,
+ 'client_id': self.consumer_key,
+ 'client_secret': self.consumer_secret,
+ }
+ r = requests.post(PROVIDER_ACCESS_TOKEN_URL, token_params)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ data = r.json()
+ access_token = data['access_token']
+
+ # Retrieve profile data
+ profile_url = flat_url(
+ PROVIDER_USER_PROFILE_URL,
+ format='json',
+ oauth_token=access_token
+ )
+ r = requests.get(profile_url)
+ if r.status_code != 200:
+ raise ThirdPartyFailure(
+ 'Status {status}: {content}'.format(
+ status=r.status_code, content=r.content
+ )
+ )
+ profile = r.json()
+ profile = extract_normalize_yandex_data(profile)
+ cred = {'oauthAccessToken': access_token}
+ return YandexAuthenticationComplete(
+ profile=profile,
+ credentials=cred,
+ provider_name=self.name,
+ provider_type=self.type
+ )
+
+
+def extract_normalize_yandex_data(data):
+ """Extract and normalize Yandex data returned by the provider"""
+ profile = {
+ 'accounts': [
+ {
+ 'domain': 'yandex.ru',
+ 'userid': data['id']
+ }
+ ],
+ 'birthday': data.get('birthday'),
+ 'gender': data.get('sex'),
+ }
+
+ email = data.get('default_email')
+ if email:
+ profile['emails'] = [{
+ 'value': email,
+ 'primary': True
+ }]
+
+ display_name = data.get('display_name')
+ if display_name:
+ profile['preferredUsername'] = display_name
+ profile['nickname'] = display_name
+ real_name = data.get('real_name')
+ profile['displayName'] = (
+ real_name
+ or display_name
+ or u'Yandex user #{id}'.format(id=data['id'])
+ )
+
+ # Now strip out empty values
+ for k, v in profile.items():
+ if not v or (isinstance(v, list) and not v[0]):
+ del profile[k]
+
+ return profile
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/settings.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/settings.py
new file mode 100644
index 0000000000000000000000000000000000000000..6d01b5eee59b57c9295205a79d1cf47f959df339
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/settings.py
@@ -0,0 +1,27 @@
+def splitlines(s):
+ return filter(None, [x.strip() for x in s.splitlines()])
+
+
+class ProviderSettings(object):
+ def __init__(self, settings, prefix=''):
+ self.settings = settings
+ self.prefix = prefix
+ self.kwargs = {}
+
+ def update(self, src, dst=None, required=False):
+ if dst is None:
+ dst = src
+ key = self.prefix + src
+ if key in self.settings:
+ value = self.settings[key]
+
+ # if value is equal to 'false' or 'true'
+ # cast it as a boolean
+ if value == 'true':
+ value = True
+ elif value == 'false':
+ value = False
+
+ self.kwargs[dst] = value
+ elif required:
+ raise KeyError('missing required setting "%s"' % key)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/utils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..243ef63c114bf29146913da5bd46c63922e04947
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/velruse/utils.py
@@ -0,0 +1,6 @@
+"""Utilities for the auth functionality"""
+from .compat import urlencode
+
+def flat_url(url, **kw):
+ """Creates a URL with the query param encoded"""
+ return url + '?' + urlencode(kw)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/INSTALLER b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/INSTALLER
new file mode 100644
index 0000000000000000000000000000000000000000..a1b589e38a32041e49332e5e81c2d363dc418d68
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/INSTALLER
@@ -0,0 +1 @@
+pip
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/LICENSE.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/LICENSE.txt
new file mode 100644
index 0000000000000000000000000000000000000000..5ced96e3b5d11a635acdcf19c4919fb3d70bdf9f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/LICENSE.txt
@@ -0,0 +1,41 @@
+License
+
+ A copyright notice accompanies this license document that identifies
+ the copyright holders.
+
+ Redistribution and use in source and binary forms, with or without
+ modification, are permitted provided that the following conditions are
+ met:
+
+ 1. Redistributions in source code must retain the accompanying
+ copyright notice, this list of conditions, and the following
+ disclaimer.
+
+ 2. Redistributions in binary form must reproduce the accompanying
+ copyright notice, this list of conditions, and the following
+ disclaimer in the documentation and/or other materials provided
+ with the distribution.
+
+ 3. Names of the copyright holders must not be used to endorse or
+ promote products derived from this software without prior
+ written permission from the copyright holders.
+
+ 4. If any files are modified, you must cause the modified files to
+ carry prominent notices stating that you changed the files and
+ the date of any change.
+
+ Disclaimer
+
+ THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS ``AS IS'' AND
+ ANY EXPRESSED OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED
+ TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A
+ PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
+ HOLDERS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL,
+ EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED
+ TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
+ DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON
+ ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR
+ TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF
+ THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF
+ SUCH DAMAGE.
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/METADATA b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/METADATA
new file mode 100644
index 0000000000000000000000000000000000000000..53a463cfcde3423811f228ab6120a532a1084e18
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/METADATA
@@ -0,0 +1,300 @@
+Metadata-Version: 2.1
+Name: venusian
+Version: 3.1.1
+Summary: A library for deferring decorator actions
+Home-page: https://pylonsproject.org/
+Author: Chris McDonough, Agendaless Consulting
+Author-email: pylons-devel@googlegroups.com
+License: BSD-derived (Repoze)
+Keywords: web wsgi zope
+Classifier: Development Status :: 6 - Mature
+Classifier: Intended Audience :: Developers
+Classifier: Programming Language :: Python :: 3
+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: Programming Language :: Python :: Implementation :: PyPy
+Classifier: License :: Repoze Public License
+Requires-Python: >=3.7
+Description-Content-Type: text/x-rst
+License-File: LICENSE.txt
+Provides-Extra: testing
+Requires-Dist: pytest; extra == "testing"
+Requires-Dist: pytest-cov; extra == "testing"
+Requires-Dist: coverage; extra == "testing"
+Provides-Extra: docs
+Requires-Dist: Sphinx>=4.3.2; extra == "docs"
+Requires-Dist: repoze.sphinx.autointerface; extra == "docs"
+Requires-Dist: pylons-sphinx-themes; extra == "docs"
+Requires-Dist: sphinx-copybutton; extra == "docs"
+
+venusian
+========
+
+.. image:: https://github.com/Pylons/venusian/workflows/Build%20and%20test/badge.svg
+ :target: https://github.com/Pylons/venusian/actions?query=workflow%3A%22Build+and+test%22
+
+.. image:: https://readthedocs.org/projects/venusian/badge/?version=latest
+ :target: https://docs.pylonsproject.org/projects/venusian/en/latest/
+ :alt: Documentation Status
+
+Venusian is a library which allows framework authors to defer
+decorator actions. Instead of taking actions when a function (or
+class) decorator is executed at import time, you can defer the action
+usually taken by the decorator until a separate "scan" phase.
+
+See the "docs" directory of the package or the online documentation at
+https://docs.pylonsproject.org/projects/venusian/en/latest/
+
+3.1.1 (2024-12-01)
+------------------
+
+- Add support for Python 3.13 (thanks to musicinmybrain).
+
+- Fix GitHub test actions.
+
+3.1.0 (2023-11-06)
+------------------
+
+- Remove support for Python 3.5 and 3.6
+
+- Add support for Python 3.9, 3.10, 3.11 and 3.12.
+
+- Use GitHub Actions instead of Travis.
+
+3.0.0 (2019-10-04)
+------------------
+
+- This release matches 2.0.0 other than in the version number. This fixes an
+ issue with Requires-Python metadata not being uploaded correctly to PyPi.
+
+ This version is only compatible with Python 3.5+
+
+2.0.0 (2019-10-04)
+------------------
+
+- Drop support for Python 2.7, 3.3, and 3.4
+
+- Removed the usage of the ``imp`` module to squelch the warnings regarding a
+ deprecated modules. See https://github.com/Pylons/venusian/pull/63 and
+ https://github.com/Pylons/venusian/issues/57
+
+1.2.0 (2019-01-08)
+------------------
+
+- Add support for Python 3.7.
+
+- Drop support for Python 3.3.
+
+1.1.0 (2017-04-24)
+------------------
+
+- Updated to using py.test instead of nosetest, and added support for Python
+ 3.4 -> 3.6
+
+- Make scanning more resilient of metaclasses that return proxies for any
+ attribute access.
+
+- Fix bug where using the same venusian decorator on both a class and its
+ methods would cause the method decorations to be ignored. See
+ https://github.com/Pylons/venusian/issues/40
+
+- Drop support for Python 2.6.
+
+- Drop support for Python 3.2: it is no longer supported by current
+ packaging / CI tools.
+
+- Support loaders that require the module name as argument to their
+ ``get_filename()`` method. This fixes problems with zipped packages
+ on Python 3.
+
+- Micro-optimization when ignores are used (see
+ https://github.com/Pylons/venusian/pull/20).
+
+- A tox run now combines coverage between Py2 and Py3.
+
+1.0 (2014-06-30)
+----------------
+
+- Fix an issue under PyPy > 2.0 where attached decorators may not be found.
+
+- Drop support of Python 2.4 / 2.5 / Jython.
+
+- Add ``lift`` and ``onlyliftedfrom`` class decorators to allow for inheritance
+ of venusian decorators attached to superclass methods. See the API
+ documentation for more information.
+
+- Fix bug where otherwise undecorated subclass of a superclass that had
+ venusian decorators on it would inherit its superclass' decorations.
+ Venusian decorators should have never been inherited implicitly. See
+ https://github.com/Pylons/venusian/issues/11#issuecomment-4977352
+
+1.0a8 (2013-04-15)
+------------------
+
+- Pass ``ignore`` argument along recursively to ``walk_packages`` so custom
+ ignore functions will ignore things recursively. See
+ https://github.com/Pylons/venusian/pull/16
+
+- Don't run tox tests under Python 2.4 anymore (tox no longer supports 2.4).
+
+1.0a7 (2012-08-25)
+------------------
+
+- Venusian now works on Python 3.3b2+ (importlib-based).
+
+- Use nose-exclude instead of relying on fragile module-scope code to ensure
+ we don't get errors resulting from import of fixture code during
+ "nosetests".
+
+- Bug fix: no longer suppress ``ImportError`` while scanning by default. If
+ you want to suppress ``ImportError`` while scanning, you'll now need use an
+ ``onerror`` callback as described in the documentation.
+
+1.0a6 (2012-04-23)
+------------------
+
+- Don't ignore decorated objects within their original locations if they
+ happen to be imported into another module (remove ``seen`` set from invoke
+ in venusian scanning). See https://github.com/Pylons/venusian/pull/13 .
+
+1.0a5 (2012-04-21)
+------------------
+
+- Slightly less sucky way to ignore objects during scanning that are only
+ imported into a module but not actually defined there. See 1.0a4 change
+ notes for rationale. Now instead of checking whether the module of the
+ *scanned object* matches the module being scanned, we check whether the
+ module of the *Venusian attachment* matches the module being scanned. This
+ allows some genuine uses of imported objects as Venusian scan targets while
+ preventing inappropriate double-scanning of objects that have a venusian
+ attachment which just happen to be imported into other scanned modules.
+
+- Add ``dev`` and ``docs`` setup.py commands (ala Pyramid).
+
+1.0a4 (2012-04-16)
+------------------
+
+- Attempt to ignore objects during scanning that are only imported into a
+ module but not actually defined there. This is a semantics change, but
+ it's the right thing to do, because I found myself facing a situation like
+ this::
+
+ # in a module named "one"
+
+ from two import anotheradecoratedthing
+ @adecorator
+ def adecoratedthing(): pass
+
+ # and scanning both modules
+ scan('one')
+ scan('two')
+
+ In this case you'd wind up with two repeated registrations for
+ "anotherdecoratedthing", which isn't what anyone expects.
+
+1.0a3 (2012-02-08)
+------------------
+
+- Add an ``ignore`` argument to the ``scan`` method of a ``Scanner``. This
+ argument allows a user to ignore packages, modules, and global objects by
+ name during a ``scan``. See the "ignore Scan Argument" in the narrative
+ documentation for more details.
+
+1.0a2 (2011-09-02)
+------------------
+
+- Close ImpLoader file handle to avoid resource warnings on Python 3.
+
+1.0a1 (2011-08-27)
+------------------
+
+- Python 3 compatibility.
+
+- Allow an ``onerror`` callback to be passed to ``Scanner.scan()``.
+
+0.9 (2011-06-18)
+----------------
+
+- Prevent corner case scan-time exception when trying to introspect insane
+ module-scope objects. See https://github.com/Pylons/venusian/issues/5 .
+
+0.8 (2011-04-30)
+----------------
+
+- Normal "setup.py test" can't support running the venusian tests under py
+ 2.4 or 2.5; when it scans the 'classdecorators' fixture, it barfs. To get
+ around this, we used to depend on ``nose`` in ``setup_requires`` and tell
+ "setup.py test" to use nose by setting test_suite to "nose.collector" but
+ we can't anymore because folks use Venusian in systems which install from
+ pip bundles; pip bundles do not support setup_requires. So, sorry, we're
+ painted into a corner; at this point you just have to know to install nose
+ and run "setup.py nosetests" rather than "setup.py test". Or just run
+ "tox" which tests it under all Pythons.
+
+0.7 (2011-03-16)
+----------------
+
+- Use Pylons theme in documentation.
+
+- Fix orphaned pyc test on pypy.
+
+- Fix GitHub Issue #1: subclasses of decorated classes that do not
+ have any decorations should not inherit the decorations of their
+ parent classes.
+
+- Fix GitHub Issue #2: scans should only "find" each object once per
+ scan, regardless of how many modules that object is imported into.
+
+0.6 (2011-01-09)
+----------------
+
+- Some metaclasses (Elixir's) don't raise an AttributeError when asked for a
+ nonexistent attribute during a scan. We now catch all exceptions when
+ interrogating an object for ``__venusian_callbacks__`` rather than just
+ AttributeError.
+
+0.5 (2010-12-19)
+----------------
+
+- Make ``codeinfo`` attribute available as an attribute of the AttachInfo
+ object. It will be a tuple in the form ``(filename, lineno, function,
+ sourceline)`` representing the context of the venusian decorator. Eg.
+ ``('/home/chrism/projects/venusian/tests/test_advice.py', 81,
+ 'testCallInfo', 'add_handler(foo, bar)')``
+
+0.4 (2010-09-03)
+----------------
+
+- Bug fix: when a venusian decorator used as a class decorator was
+ used against both a class *and* a subclass of that class, the
+ superclass and subclass would effectively share the same set of
+ callbacks. This was not the intent: each class declaration should
+ have its own local set of callbacks; callbacks added via decorations
+ should not be inherited, and a superclass should not receive its
+ subclass' decorations.
+
+- Arrange test fixtures into a single directory.
+
+0.3 (2010-06-24)
+----------------
+
+- Ignore orphaned modules (``.pyc`` or ``.pyo`` files without a
+ corresponding ``.py`` file) during a scan.
+
+0.2 (2010-04-18)
+----------------
+
+- Add the concept of scan categories (see the "Scan Categories"
+ section of the documentation) to allow an application to make use of
+ more than one Venusian-using framework simultaneously.
+
+0.1 (2010-02-15)
+----------------
+
+- Initial release.
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/RECORD b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/RECORD
new file mode 100644
index 0000000000000000000000000000000000000000..3a0ef832e6d699c747c030a8ecf1c3a7201b62d0
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/RECORD
@@ -0,0 +1,12 @@
+venusian-3.1.1.dist-info/INSTALLER,sha256=zuuue4knoyJ-UwPPXg8fezS7VCrXJQrAP7zeNuwvFQg,4
+venusian-3.1.1.dist-info/LICENSE.txt,sha256=QU48zYp1hpbDpHCKMeNlB_HEd1f901odVpvkMIUUgzg,1791
+venusian-3.1.1.dist-info/METADATA,sha256=vPOPlQWyGUOrlxh66TrYC4eggHt2HbBeWUDhuTtCnwM,10341
+venusian-3.1.1.dist-info/RECORD,,
+venusian-3.1.1.dist-info/WHEEL,sha256=PZUExdf71Ui_so67QXpySuHtCi3-J3wvF4ORK6k_S8U,91
+venusian-3.1.1.dist-info/top_level.txt,sha256=tTojhYIhyOhnwH-kKiwloW7r_7pvLUf1DiMAnXEwCY0,9
+venusian/__init__.py,sha256=P27dqrrVW6M2tLFyux9QJXG_W2UiFSjAtcyHNRL34Tw,22305
+venusian/__pycache__/__init__.cpython-310.pyc,,
+venusian/__pycache__/advice.cpython-310.pyc,,
+venusian/__pycache__/compat.cpython-310.pyc,,
+venusian/advice.py,sha256=w2vqtB0p9LknaELfcLTBo3qGbOb7Ne54hBDZ8pxVpEY,2856
+venusian/compat.py,sha256=bBGc2ELeZF80kvWNIBogMNCwk_TYCrbIiJPOD9jvBKY,288
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/WHEEL b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/WHEEL
new file mode 100644
index 0000000000000000000000000000000000000000..ae527e7d64811439e61b93aa375defb30e06edfe
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/WHEEL
@@ -0,0 +1,5 @@
+Wheel-Version: 1.0
+Generator: setuptools (75.6.0)
+Root-Is-Purelib: true
+Tag: py3-none-any
+
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/top_level.txt b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/top_level.txt
new file mode 100644
index 0000000000000000000000000000000000000000..152d15bbb643db398242f28e7e7212e8b00d0263
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian-3.1.1.dist-info/top_level.txt
@@ -0,0 +1 @@
+venusian
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..5fd08cece57e41a45d4ee3a0ef70685d2c37a9fd
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/__init__.py
@@ -0,0 +1,571 @@
+import sys
+from inspect import getmembers, getmro, isclass
+from pkgutil import iter_modules
+
+from venusian.advice import getFrameInfo
+from venusian.compat import compat_find_loader
+
+ATTACH_ATTR = "__venusian_callbacks__"
+LIFTONLY_ATTR = "__venusian_liftonly_callbacks__"
+
+
+class Scanner(object):
+ def __init__(self, **kw):
+ self.__dict__.update(kw)
+
+ def scan(self, package, categories=None, onerror=None, ignore=None):
+ """Scan a Python package and any of its subpackages. All
+ top-level objects will be considered; those marked with
+ venusian callback attributes related to ``category`` will be
+ processed.
+
+ The ``package`` argument should be a reference to a Python
+ package or module object.
+
+ The ``categories`` argument should be sequence of Venusian
+ callback categories (each category usually a string) or the
+ special value ``None`` which means all Venusian callback
+ categories. The default is ``None``.
+
+ The ``onerror`` argument should either be ``None`` or a callback
+ function which behaves the same way as the ``onerror`` callback
+ function described in
+ http://docs.python.org/library/pkgutil.html#pkgutil.walk_packages .
+ By default, during a scan, Venusian will propagate all errors that
+ happen during its code importing process, including
+ :exc:`ImportError`. If you use a custom ``onerror`` callback, you
+ can change this behavior.
+
+ Here's an example ``onerror`` callback that ignores
+ :exc:`ImportError`::
+
+ import sys
+ def onerror(name):
+ if not issubclass(sys.exc_info()[0], ImportError):
+ raise # reraise the last exception
+
+ The ``name`` passed to ``onerror`` is the module or package dotted
+ name that could not be imported due to an exception.
+
+ .. versionadded:: 1.0
+ the ``onerror`` callback
+
+ The ``ignore`` argument allows you to ignore certain modules,
+ packages, or global objects during a scan. It should be a sequence
+ containing strings and/or callables that will be used to match
+ against the full dotted name of each object encountered during a
+ scan. The sequence can contain any of these three types of objects:
+
+ - A string representing a full dotted name. To name an object by
+ dotted name, use a string representing the full dotted name. For
+ example, if you want to ignore the ``my.package`` package *and any
+ of its subobjects or subpackages* during the scan, pass
+ ``ignore=['my.package']``.
+
+ - A string representing a relative dotted name. To name an object
+ relative to the ``package`` passed to this method, use a string
+ beginning with a dot. For example, if the ``package`` you've
+ passed is imported as ``my.package``, and you pass
+ ``ignore=['.mymodule']``, the ``my.package.mymodule`` mymodule *and
+ any of its subobjects or subpackages* will be omitted during scan
+ processing.
+
+ - A callable that accepts a full dotted name string of an object as
+ its single positional argument and returns ``True`` or ``False``.
+ For example, if you want to skip all packages, modules, and global
+ objects with a full dotted path that ends with the word "tests", you
+ can use ``ignore=[re.compile('tests$').search]``. If the callable
+ returns ``True`` (or anything else truthy), the object is ignored,
+ if it returns ``False`` (or anything else falsy) the object is not
+ ignored. *Note that unlike string matches, ignores that use a
+ callable don't cause submodules and subobjects of a module or
+ package represented by a dotted name to also be ignored, they match
+ individual objects found during a scan, including packages,
+ modules, and global objects*.
+
+ You can mix and match the three types of strings in the list. For
+ example, if the package being scanned is ``my``,
+ ``ignore=['my.package', '.someothermodule',
+ re.compile('tests$').search]`` would cause ``my.package`` (and all
+ its submodules and subobjects) to be ignored, ``my.someothermodule``
+ to be ignored, and any modules, packages, or global objects found
+ during the scan that have a full dotted name that ends with the word
+ ``tests`` to be ignored.
+
+ Note that packages and modules matched by any ignore in the list will
+ not be imported, and their top-level code will not be run as a result.
+
+ A string or callable alone can also be passed as ``ignore`` without a
+ surrounding list.
+
+ .. versionadded:: 1.0a3
+ the ``ignore`` argument
+ """
+
+ pkg_name = package.__name__
+
+ if ignore is not None and (
+ isinstance(ignore, str) or not hasattr(ignore, "__iter__")
+ ):
+ ignore = [ignore]
+ elif ignore is None:
+ ignore = []
+
+ # non-leading-dotted name absolute object name
+ str_ignores = [ign for ign in ignore if isinstance(ign, str)]
+ # leading dotted name relative to scanned package
+ rel_ignores = [ign for ign in str_ignores if ign.startswith(".")]
+ # non-leading dotted names
+ abs_ignores = [ign for ign in str_ignores if not ign.startswith(".")]
+ # functions, e.g. re.compile('pattern').search
+ callable_ignores = [ign for ign in ignore if callable(ign)]
+
+ def _ignore(fullname):
+ for ign in rel_ignores:
+ if fullname.startswith(pkg_name + ign):
+ return True
+ for ign in abs_ignores:
+ # non-leading-dotted name absolute object name
+ if fullname.startswith(ign):
+ return True
+ for ign in callable_ignores:
+ if ign(fullname):
+ return True
+ return False
+
+ def invoke(mod_name, name, ob):
+ fullname = mod_name + "." + name
+
+ if _ignore(fullname):
+ return
+
+ category_keys = categories
+ try:
+ # Some metaclasses do insane things when asked for an
+ # ``ATTACH_ATTR``, like not raising an AttributeError but
+ # some other arbitary exception. Some even shittier
+ # introspected code lets us access ``ATTACH_ATTR`` far but
+ # barfs on a second attribute access for ``attached_to``
+ # (still not raising an AttributeError, but some other
+ # arbitrary exception). Finally, the shittiest code of all
+ # allows the attribute access of the ``ATTACH_ATTR`` *and*
+ # ``attached_to``, (say, both ``ob.__getattr__`` and
+ # ``attached_categories.__getattr__`` returning a proxy for
+ # any attribute access), which either a) isn't callable or b)
+ # is callable, but, when called, shits its pants in an
+ # potentially arbitrary way (although for b, only TypeError
+ # has been seen in the wild, from PyMongo). Thus the
+ # catchall except: return here, which in any other case would
+ # be high treason.
+ attached_categories = getattr(ob, ATTACH_ATTR)
+ if not attached_categories.attached_to(mod_name, name, ob):
+ return
+ except:
+ return
+ if category_keys is None:
+ category_keys = list(attached_categories.keys())
+ try:
+ # When metaclasses return proxies for any attribute access
+ # the list may contain keys of different types which might
+ # not be sortable. In that case we can just return,
+ # because we're not dealing with a proper venusian
+ # callback.
+ category_keys.sort()
+ except TypeError: # pragma: no cover
+ return
+ for category in category_keys:
+ callbacks = attached_categories.get(category, [])
+ try:
+ # Metaclasses might trick us by reaching this far and then
+ # fail with too little values to unpack.
+ for callback, cb_mod_name, liftid, scope in callbacks:
+ if cb_mod_name != mod_name:
+ # avoid processing objects that were imported into
+ # this module but were not actually defined there
+ continue
+ callback(self, name, ob)
+ except ValueError: # pragma: nocover
+ continue
+
+ for name, ob in getmembers(package):
+ # whether it's a module or a package, we need to scan its
+ # members; walk_packages only iterates over submodules and
+ # subpackages
+ invoke(pkg_name, name, ob)
+
+ if hasattr(package, "__path__"): # package, not module
+ results = walk_packages(
+ package.__path__,
+ package.__name__ + ".",
+ onerror=onerror,
+ ignore=_ignore,
+ )
+
+ for importer, modname, ispkg in results:
+ loader = compat_find_loader(importer, modname)
+ if loader is not None: # happens on pypy with orphaned pyc
+ try:
+ get_filename = getattr(loader, "get_filename", None)
+ if get_filename is None: # pragma: nocover
+ get_filename = loader._get_filename
+ try:
+ fn = get_filename(modname)
+ except TypeError: # pragma: nocover
+ fn = get_filename()
+
+ # NB: use __import__(modname) rather than
+ # loader.load_module(modname) to prevent
+ # inappropriate double-execution of module code
+ try:
+ __import__(modname)
+ except Exception:
+ if onerror is not None:
+ onerror(modname)
+ else:
+ raise
+ module = sys.modules.get(modname)
+ if module is not None:
+ for name, ob in getmembers(module, None):
+ invoke(modname, name, ob)
+ finally:
+ if hasattr(loader, "file") and hasattr(
+ loader.file, "close"
+ ): # pragma: nocover
+ loader.file.close()
+
+
+class AttachInfo(object):
+ """
+ An instance of this class is returned by the
+ :func:`venusian.attach` function. It has the following
+ attributes:
+
+ ``scope``
+
+ One of ``exec``, ``module``, ``class``, ``function call`` or
+ ``unknown`` (each a string). This is the scope detected while
+ executing the decorator which runs the attach function.
+
+ ``module``
+
+ The module in which the decorated function was defined.
+
+ ``locals``
+
+ A dictionary containing decorator frame's f_locals.
+
+ ``globals``
+
+ A dictionary containing decorator frame's f_globals.
+
+ ``category``
+
+ The ``category`` argument passed to ``attach`` (or ``None``, the
+ default).
+
+ ``codeinfo``
+
+ A tuple in the form ``(filename, lineno, function, sourceline)``
+ representing the context of the venusian decorator used. Eg.
+ ``('/home/chrism/projects/venusian/tests/test_advice.py', 81,
+ 'testCallInfo', 'add_handler(foo, bar)')``
+
+ """
+
+ def __init__(self, **kw):
+ self.__dict__.update(kw)
+
+
+class Categories(dict):
+ def __init__(self, attached_to):
+ super(dict, self).__init__()
+ if isinstance(attached_to, tuple):
+ self.attached_id = attached_to
+ else:
+ self.attached_id = id(attached_to)
+ self.lifted = False
+
+ def attached_to(self, mod_name, name, obj):
+ if isinstance(self.attached_id, int):
+ return self.attached_id == id(obj)
+ return self.attached_id == (mod_name, name)
+
+
+def attach(wrapped, callback, category=None, depth=1, name=None):
+ """Attach a callback to the wrapped object. It will be found
+ later during a scan. This function returns an instance of the
+ :class:`venusian.AttachInfo` class.
+
+ ``category`` should be ``None`` or a string representing a decorator
+ category name.
+
+ ``name`` should be ``None`` or a string representing a subcategory within
+ the category. This will be used by the ``lift`` class decorator to
+ determine if decorations of a method should be inherited or overridden.
+ """
+
+ frame = sys._getframe(depth + 1)
+ scope, module, f_locals, f_globals, codeinfo = getFrameInfo(frame)
+ module_name = getattr(module, "__name__", None)
+ wrapped_name = getattr(wrapped, "__name__", None)
+ class_name = codeinfo[2]
+
+ liftid = "%s %s" % (wrapped_name, name)
+
+ if scope == "class":
+ # we're in the midst of a class statement
+ categories = f_locals.get(ATTACH_ATTR, None)
+ if categories is None or not categories.attached_to(
+ module_name, class_name, None
+ ):
+ categories = Categories((module_name, class_name))
+ f_locals[ATTACH_ATTR] = categories
+ callbacks = categories.setdefault(category, [])
+ else:
+ categories = getattr(wrapped, ATTACH_ATTR, None)
+ if categories is None or not categories.attached_to(
+ module_name, wrapped_name, wrapped
+ ):
+ # if there aren't any attached categories, or we've retrieved
+ # some by inheritance, we need to create new ones
+ categories = Categories(wrapped)
+ setattr(wrapped, ATTACH_ATTR, categories)
+ callbacks = categories.setdefault(category, [])
+
+ callbacks.append((callback, module_name, liftid, scope))
+
+ return AttachInfo(
+ scope=scope,
+ module=module,
+ locals=f_locals,
+ globals=f_globals,
+ category=category,
+ codeinfo=codeinfo,
+ )
+
+
+def walk_packages(path=None, prefix="", onerror=None, ignore=None):
+ """Yields (module_loader, name, ispkg) for all modules recursively
+ on path, or, if path is None, all accessible modules.
+
+ 'path' should be either None or a list of paths to look for
+ modules in.
+
+ 'prefix' is a string to output on the front of every module name
+ on output.
+
+ Note that this function must import all *packages* (NOT all
+ modules!) on the given path, in order to access the __path__
+ attribute to find submodules.
+
+ 'onerror' is a function which gets called with one argument (the name of
+ the package which was being imported) if any exception occurs while
+ trying to import a package. If no onerror function is supplied, any
+ exception is exceptions propagated, terminating the search.
+
+ 'ignore' is a function fed a fullly dotted name; if it returns True, the
+ object is skipped and not returned in results (and if it's a package it's
+ not imported).
+
+ Examples:
+
+ # list all modules python can access
+ walk_packages()
+
+ # list all submodules of ctypes
+ walk_packages(ctypes.__path__, ctypes.__name__+'.')
+
+ # NB: we can't just use pkgutils.walk_packages because we need to ignore
+ # things
+ """
+
+ def seen(p, m={}):
+ if p in m: # pragma: no cover
+ return True
+ m[p] = True
+
+ # iter_modules is nonrecursive
+ for importer, name, ispkg in iter_modules(path, prefix):
+ if ignore is not None and ignore(name):
+ # if name is a package, ignoring here will cause
+ # all subpackages and submodules to be ignored too
+ continue
+
+ # do any onerror handling before yielding
+
+ if ispkg:
+ try:
+ __import__(name)
+ except Exception:
+ if onerror is not None:
+ onerror(name)
+ else:
+ raise
+ else:
+ yield importer, name, ispkg
+ path = getattr(sys.modules[name], "__path__", None) or []
+
+ # don't traverse path items we've seen before
+ path = [p for p in path if not seen(p)]
+
+ for item in walk_packages(path, name + ".", onerror, ignore):
+ yield item
+ else:
+ yield importer, name, ispkg
+
+
+class lift(object):
+ """
+ A class decorator which 'lifts' superclass venusian configuration
+ decorations into subclasses. For example::
+
+ from venusian import lift
+ from somepackage import venusian_decorator
+
+ class Super(object):
+ @venusian_decorator()
+ def boo(self): pass
+
+ @venusian_decorator()
+ def hiss(self): pass
+
+ @venusian_decorator()
+ def jump(self): pass
+
+ @lift()
+ class Sub(Super):
+ def boo(self): pass
+
+ def hiss(self): pass
+
+ @venusian_decorator()
+ def smack(self): pass
+
+ The above configuration will cause the callbacks of seven venusian
+ decorators. The ones attached to Super.boo, Super.hiss, and Super.jump
+ *plus* ones attached to Sub.boo, Sub.hiss, Sub.hump and Sub.smack.
+
+ If a subclass overrides a decorator on a method, its superclass decorators
+ will be ignored for the subclass. That means that in this configuration::
+
+ from venusian import lift
+ from somepackage import venusian_decorator
+
+ class Super(object):
+ @venusian_decorator()
+ def boo(self): pass
+
+ @venusian_decorator()
+ def hiss(self): pass
+
+ @lift()
+ class Sub(Super):
+
+ def boo(self): pass
+
+ @venusian_decorator()
+ def hiss(self): pass
+
+ Only four, not five decorator callbacks will be run: the ones attached to
+ Super.boo and Super.hiss, the inherited one of Sub.boo and the
+ non-inherited one of Sub.hiss. The inherited decorator on Super.hiss will
+ be ignored for the subclass.
+
+ The ``lift`` decorator takes a single argument named 'categories'. If
+ supplied, it should be a tuple of category names. Only decorators
+ in this category will be lifted if it is suppled.
+
+ """
+
+ def __init__(self, categories=None):
+ self.categories = categories
+
+ def __call__(self, wrapped):
+ if not isclass(wrapped):
+ raise RuntimeError(
+ '"lift" only works as a class decorator; you tried to use '
+ "it against %r" % wrapped
+ )
+ frame = sys._getframe(1)
+ scope, module, f_locals, f_globals, codeinfo = getFrameInfo(frame)
+ module_name = getattr(module, "__name__", None)
+ newcategories = Categories(wrapped)
+ newcategories.lifted = True
+ for cls in getmro(wrapped):
+ attached_categories = cls.__dict__.get(ATTACH_ATTR, None)
+ if attached_categories is None:
+ attached_categories = cls.__dict__.get(LIFTONLY_ATTR, None)
+ if attached_categories is not None:
+ for cname, category in attached_categories.items():
+ if cls is not wrapped:
+ if self.categories and not cname in self.categories:
+ continue
+ callbacks = newcategories.get(cname, [])
+ newcallbacks = []
+ for cb, _, liftid, cscope in category:
+ append = True
+ toappend = (cb, module_name, liftid, cscope)
+ if cscope == "class":
+ for ncb, _, nliftid, nscope in callbacks:
+ if nscope == "class" and liftid == nliftid:
+ append = False
+ if append:
+ newcallbacks.append(toappend)
+ newcategory = list(callbacks) + newcallbacks
+ newcategories[cname] = newcategory
+ if attached_categories.lifted:
+ break
+ if newcategories: # if it has any keys
+ setattr(wrapped, ATTACH_ATTR, newcategories)
+ return wrapped
+
+
+class onlyliftedfrom(object):
+ """
+ A class decorator which marks a class as 'only lifted from'. Decorations
+ made on methods of the class won't have their callbacks called directly,
+ but classes which inherit from only-lifted-from classes which also use the
+ ``lift`` class decorator will use the superclass decoration callbacks.
+
+ For example::
+
+ from venusian import lift, onlyliftedfrom
+ from somepackage import venusian_decorator
+
+ @onlyliftedfrom()
+ class Super(object):
+ @venusian_decorator()
+ def boo(self): pass
+
+ @venusian_decorator()
+ def hiss(self): pass
+
+ @lift()
+ class Sub(Super):
+
+ def boo(self): pass
+
+ def hiss(self): pass
+
+ Only two decorator callbacks will be run: the ones attached to Sub.boo and
+ Sub.hiss. The inherited decorators on Super.boo and Super.hiss will be
+ not be registered.
+ """
+
+ def __call__(self, wrapped):
+ if not isclass(wrapped):
+ raise RuntimeError(
+ '"onlyliftedfrom" only works as a class decorator; you tried '
+ "to use it against %r" % wrapped
+ )
+ cats = getattr(wrapped, ATTACH_ATTR, None)
+ class_name = wrapped.__name__
+ module_name = wrapped.__module__
+ key = (module_name, class_name, wrapped)
+ if cats is None or not cats.attached_to(*key):
+ # we either have no categories or our categories are defined
+ # in a superclass
+ return
+ delattr(wrapped, ATTACH_ATTR)
+ setattr(wrapped, LIFTONLY_ATTR, cats)
+ return wrapped
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/advice.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/advice.py
new file mode 100644
index 0000000000000000000000000000000000000000..1ad0fe4505580919cb3b333138918b73655cdf45
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/advice.py
@@ -0,0 +1,76 @@
+##############################################################################
+#
+# Copyright (c) 2003 Zope Corporation and Contributors.
+# All Rights Reserved.
+#
+# This software is subject to the provisions of the Zope Public License,
+# Version 2.1 (ZPL). A copy of the ZPL should accompany this distribution.
+# THIS SOFTWARE IS PROVIDED "AS IS" AND ANY AND ALL EXPRESS OR IMPLIED
+# WARRANTIES ARE DISCLAIMED, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED
+# WARRANTIES OF TITLE, MERCHANTABILITY, AGAINST INFRINGEMENT, AND FITNESS
+# FOR A PARTICULAR PURPOSE.
+#
+##############################################################################
+"""Class advice.
+
+This module was adapted from 'protocols.advice', part of the Python
+Enterprise Application Kit (PEAK). Please notify the PEAK authors
+(pje@telecommunity.com and tsarna@sarna.org) if bugs are found or
+Zope-specific changes are required, so that the PEAK version of this module
+can be kept in sync.
+
+PEAK is a Python application framework that interoperates with (but does
+not require) Zope 3 and Twisted. It provides tools for manipulating UML
+models, object-relational persistence, aspect-oriented programming, and more.
+Visit the PEAK home page at http://peak.telecommunity.com for more information.
+
+$Id: advice.py 25177 2004-06-02 13:17:31Z jim $
+"""
+
+import inspect
+import sys
+
+
+def getFrameInfo(frame):
+ """Return (kind,module,locals,globals) for a frame
+
+ 'kind' is one of "exec", "module", "class", "function call", or "unknown".
+ """
+
+ f_locals = frame.f_locals
+ f_globals = frame.f_globals
+
+ sameNamespace = f_locals is f_globals
+ hasModule = "__module__" in f_locals
+ hasName = "__name__" in f_globals
+
+ sameName = hasModule and hasName
+ sameName = sameName and f_globals["__name__"] == f_locals["__module__"]
+
+ module = hasName and sys.modules.get(f_globals["__name__"]) or None
+
+ namespaceIsModule = module and module.__dict__ is f_globals
+
+ frameinfo = inspect.getframeinfo(frame)
+ try:
+ sourceline = frameinfo[3][0].strip()
+ except: # pragma NO COVER
+ # dont understand circumstance here, 3rdparty code without comment
+ sourceline = frameinfo[3]
+
+ codeinfo = frameinfo[0], frameinfo[1], frameinfo[2], sourceline
+
+ if not namespaceIsModule: # pragma no COVER
+ # some kind of funky exec
+ kind = "exec" # don't know how to repeat this scenario
+ elif sameNamespace and not hasModule:
+ kind = "module"
+ elif sameName and not sameNamespace:
+ kind = "class"
+ elif not sameNamespace:
+ kind = "function call"
+ else: # pragma NO COVER
+ # How can you have f_locals is f_globals, and have '__module__' set?
+ # This is probably module-level code, but with a '__module__' variable.
+ kind = "unknown"
+ return kind, module, f_locals, f_globals, codeinfo
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/compat.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/compat.py
new file mode 100644
index 0000000000000000000000000000000000000000..0245b1ab090db9d96187486835d6ec125f788b26
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/venusian/compat.py
@@ -0,0 +1,12 @@
+import sys
+
+if sys.version_info[0] == 3 and sys.version_info[1] < 10:
+
+ def compat_find_loader(importer, modname):
+ return importer.find_module(modname)
+
+else:
+
+ def compat_find_loader(importer, modname):
+ spec = importer.find_spec(modname)
+ return spec.loader
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..48fcc8935c70224846f7a7f99d4b7c0ab670a9a2
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.py
@@ -0,0 +1,209 @@
+"""Use wandb to track machine learning work.
+
+Train and fine-tune models, manage models from experimentation to production.
+
+For guides and examples, see https://docs.wandb.ai.
+
+For scripts and interactive notebooks, see https://github.com/wandb/examples.
+
+For reference documentation, see https://docs.wandb.ai/models/ref/python.
+"""
+from __future__ import annotations
+
+__version__ = "0.25.0"
+
+
+from wandb.errors import Error
+
+# This needs to be early as other modules call it.
+from wandb.errors.term import termsetup, termlog, termerror, termwarn
+
+# Configure the logger as early as possible for consistent behavior.
+from wandb.sdk.lib import wb_logging as _wb_logging
+_wb_logging.configure_wandb_logger()
+
+from wandb import sdk as wandb_sdk
+
+import wandb
+
+wandb.wandb_lib = wandb_sdk.lib # type: ignore
+
+init = wandb_sdk.init
+setup = wandb_sdk.setup
+attach = _attach = wandb_sdk._attach
+teardown = _teardown = wandb_sdk.teardown
+finish = wandb_sdk.finish
+join = finish
+login = wandb_sdk.login
+helper = wandb_sdk.helper
+sweep = wandb_sdk.sweep
+controller = wandb_sdk.controller
+require = wandb_sdk.require
+Artifact = wandb_sdk.Artifact
+AlertLevel = wandb_sdk.AlertLevel
+Settings = wandb_sdk.Settings
+Config = wandb_sdk.Config
+
+from wandb.apis import InternalApi, PublicApi
+from wandb.errors import CommError, UsageError
+
+from wandb.sdk.lib import preinit as _preinit
+from wandb.sdk.lib import lazyloader as _lazyloader
+
+from wandb.integration.torch import wandb_torch
+
+from wandb.sdk.data_types._private import _cleanup_media_tmp_dir
+
+_cleanup_media_tmp_dir()
+
+from wandb.data_types import Graph
+from wandb.data_types import Image
+from wandb.data_types import Plotly
+from wandb.data_types import Video
+from wandb.data_types import Audio
+from wandb.data_types import Table
+from wandb.data_types import Html
+from wandb.data_types import box3d
+from wandb.data_types import Object3D
+from wandb.data_types import Molecule
+from wandb.data_types import Histogram
+from wandb.data_types import Classes
+from wandb.data_types import JoinedTable
+
+from wandb.wandb_agent import agent
+
+from wandb.plot import visualize, plot_table
+from wandb.integration.sagemaker import sagemaker_auth
+from wandb.sdk.internal import profiler
+from wandb.sdk.wandb_run import Run
+
+# Artifact import types
+from wandb.sdk.artifacts.artifact_ttl import ArtifactTTL
+
+
+# globals
+Api = PublicApi
+api = InternalApi()
+run: Run | None = None
+config = _preinit.PreInitObject("wandb.config", wandb_sdk.wandb_config.Config)
+summary = _preinit.PreInitObject("wandb.summary", wandb_sdk.wandb_summary.Summary)
+log = _preinit.PreInitCallable("wandb.log", Run.log) # type: ignore
+watch = _preinit.PreInitCallable("wandb.watch", Run.watch) # type: ignore
+unwatch = _preinit.PreInitCallable("wandb.unwatch", Run.unwatch) # type: ignore
+save = _preinit.PreInitCallable("wandb.save", Run.save) # type: ignore
+restore = wandb_sdk.wandb_run.restore
+use_artifact = _preinit.PreInitCallable(
+ "wandb.use_artifact", Run.use_artifact # type: ignore
+)
+log_artifact = _preinit.PreInitCallable(
+ "wandb.log_artifact", Run.log_artifact # type: ignore
+)
+log_model = _preinit.PreInitCallable(
+ "wandb.log_model", Run.log_model # type: ignore
+)
+use_model = _preinit.PreInitCallable(
+ "wandb.use_model", Run.use_model # type: ignore
+)
+link_model = _preinit.PreInitCallable(
+ "wandb.link_model", Run.link_model # type: ignore
+)
+define_metric = _preinit.PreInitCallable(
+ "wandb.define_metric", Run.define_metric # type: ignore
+)
+
+mark_preempting = _preinit.PreInitCallable(
+ "wandb.mark_preempting", Run.mark_preempting # type: ignore
+)
+
+alert = _preinit.PreInitCallable("wandb.alert", Run.alert) # type: ignore
+
+# record of patched libraries
+patched = {"tensorboard": [], "keras": [], "gym": []} # type: ignore
+
+keras = _lazyloader.LazyLoader("wandb.keras", globals(), "wandb.integration.keras")
+sklearn = _lazyloader.LazyLoader("wandb.sklearn", globals(), "wandb.sklearn")
+tensorflow = _lazyloader.LazyLoader(
+ "wandb.tensorflow", globals(), "wandb.integration.tensorflow"
+)
+xgboost = _lazyloader.LazyLoader(
+ "wandb.xgboost", globals(), "wandb.integration.xgboost"
+)
+catboost = _lazyloader.LazyLoader(
+ "wandb.catboost", globals(), "wandb.integration.catboost"
+)
+tensorboard = _lazyloader.LazyLoader(
+ "wandb.tensorboard", globals(), "wandb.integration.tensorboard"
+)
+gym = _lazyloader.LazyLoader("wandb.gym", globals(), "wandb.integration.gym")
+lightgbm = _lazyloader.LazyLoader(
+ "wandb.lightgbm", globals(), "wandb.integration.lightgbm"
+)
+jupyter = _lazyloader.LazyLoader("wandb.jupyter", globals(), "wandb.jupyter")
+sacred = _lazyloader.LazyLoader("wandb.sacred", globals(), "wandb.integration.sacred")
+
+
+def ensure_configured():
+ global api
+ api = InternalApi()
+
+
+def set_trace():
+ import pdb
+
+ pdb.set_trace()
+
+
+if wandb_sdk.lib.ipython.in_notebook():
+ from IPython import get_ipython # type: ignore[import-not-found]
+
+ jupyter._load_ipython_extension(get_ipython())
+
+
+if "dev" in __version__:
+ import wandb.env
+ import os
+
+ # Disable error reporting in dev versions.
+ os.environ[wandb.env.ERROR_REPORTING] = os.environ.get(
+ wandb.env.ERROR_REPORTING,
+ "false",
+ )
+
+
+__all__ = (
+ "__version__",
+ "init",
+ "finish",
+ "setup",
+ "save",
+ "sweep",
+ "controller",
+ "agent",
+ "config",
+ "log",
+ "summary",
+ "join",
+ "Api",
+ "Graph",
+ "Image",
+ "Plotly",
+ "Video",
+ "Audio",
+ "Table",
+ "Html",
+ "box3d",
+ "Object3D",
+ "Molecule",
+ "Histogram",
+ "ArtifactTTL",
+ "log_artifact",
+ "use_artifact",
+ "log_model",
+ "use_model",
+ "link_model",
+ "define_metric",
+ "watch",
+ "unwatch",
+ "plot_table",
+ "Run",
+)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.pyi b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.pyi
new file mode 100644
index 0000000000000000000000000000000000000000..e3fbb6166e158a295777bfeb0dba4d24cb673912
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__init__.pyi
@@ -0,0 +1,1233 @@
+"""Use wandb to track machine learning work.
+
+Train and fine-tune models, manage models from experimentation to production.
+
+For guides and examples, see https://docs.wandb.ai.
+
+For scripts and interactive notebooks, see https://github.com/wandb/examples.
+
+For reference documentation, see https://docs.wandb.com/ref/python.
+"""
+
+from __future__ import annotations
+
+from wandb.sdk.lib.deprecation import UNSET, DoNotSet
+
+__all__ = (
+ "__version__", # doc:exclude
+ "init",
+ "finish",
+ "setup",
+ "login",
+ "save", # doc:exclude
+ "sweep",
+ "controller",
+ "agent",
+ "config", # doc:exclude
+ "log", # doc:exclude
+ "summary", # doc:exclude
+ "Api",
+ "Graph", # doc:exclude
+ "Image",
+ "Plotly",
+ "Video",
+ "Audio",
+ "Table",
+ "Html",
+ "box3d",
+ "Object3D",
+ "Molecule",
+ "Histogram",
+ "ArtifactTTL", # doc:exclude
+ "log_artifact", # doc:exclude
+ "use_artifact", # doc:exclude
+ "log_model", # doc:exclude
+ "use_model", # doc:exclude
+ "link_model", # doc:exclude
+ "define_metric", # doc:exclude
+ "Error", # doc:exclude
+ "termsetup", # doc:exclude
+ "termlog", # doc:exclude
+ "termerror", # doc:exclude
+ "termwarn", # doc:exclude
+ "Artifact",
+ "Settings",
+ "teardown",
+ "watch", # doc:exclude
+ "unwatch", # doc:exclude
+ "plot", # doc:exclude
+ "plot_table",
+ "restore",
+ "Run",
+)
+
+import os
+from collections.abc import Iterable, Sequence
+from typing import TYPE_CHECKING, Any, Callable, Literal, TextIO
+
+import wandb.plot as plot
+from wandb.apis import InternalApi
+from wandb.apis import PublicApi as Api
+from wandb.data_types import (
+ Audio,
+ Graph,
+ Histogram,
+ Html,
+ Image,
+ Molecule,
+ Object3D,
+ Plotly,
+ Table,
+ Video,
+ box3d,
+)
+from wandb.errors import Error
+from wandb.errors.term import termerror, termlog, termsetup, termwarn
+from wandb.sdk import Artifact, Settings, wandb_config, wandb_metric, wandb_summary
+from wandb.sdk.artifacts.artifact_ttl import ArtifactTTL
+from wandb.sdk.lib.filesystem import PolicyName
+from wandb.sdk.lib.paths import FilePathStr, StrPath
+from wandb.sdk.wandb_run import Run
+from wandb.sdk.wandb_setup import _WandbSetup
+from wandb.wandb_controller import _WandbController
+
+if TYPE_CHECKING:
+ import torch # type: ignore [import-not-found]
+
+ import wandb
+ from wandb.plot import CustomChart
+
+__version__: str = "0.25.0"
+
+run: Run | None
+config: wandb_config.Config
+summary: wandb_summary.Summary
+
+# private attributes
+api: InternalApi
+patched: dict[str, list[Callable]]
+
+def require(
+ requirement: str | Iterable[str] | None = None,
+ experiment: str | Iterable[str] | None = None,
+) -> None:
+ """Indicate which experimental features are used by the script.
+
+ This should be called before any other `wandb` functions, ideally right
+ after importing `wandb`.
+
+ Args:
+ requirement: The name of a feature to require or an iterable of
+ feature names.
+ experiment: An alias for `requirement`.
+
+ Raises:
+ wandb.errors.UnsupportedError: If a feature name is unknown.
+ """
+ ...
+
+def setup(settings: Settings | None = None) -> _WandbSetup:
+ """Prepares W&B for use in the current process and its children.
+
+ You can usually ignore this as it is implicitly called by `wandb.init()`.
+
+ When using wandb in multiple processes, calling `wandb.setup()`
+ in the parent process before starting child processes may improve
+ performance and resource utilization.
+
+ Note that `wandb.setup()` modifies `os.environ`, and it is important
+ that child processes inherit the modified environment variables.
+
+ See also `wandb.teardown()`.
+
+ Args:
+ settings: Configuration settings to apply globally. These can be
+ overridden by subsequent `wandb.init()` calls.
+
+ Example:
+ ```python
+ import multiprocessing
+
+ import wandb
+
+ def run_experiment(params):
+ with wandb.init(config=params):
+ # Run experiment
+ pass
+
+ if __name__ == "__main__":
+ # Start backend and set global config
+ wandb.setup(settings={"project": "my_project"})
+
+ # Define experiment parameters
+ experiment_params = [
+ {"learning_rate": 0.01, "epochs": 10},
+ {"learning_rate": 0.001, "epochs": 20},
+ ]
+
+ # Start multiple processes, each running a separate experiment
+ processes = []
+ for params in experiment_params:
+ p = multiprocessing.Process(target=run_experiment, args=(params,))
+ p.start()
+ processes.append(p)
+
+ # Wait for all processes to complete
+ for p in processes:
+ p.join()
+
+ # Optional: Explicitly shut down the backend
+ wandb.teardown()
+ ```
+ """
+ ...
+
+def teardown(exit_code: int | None = None) -> None:
+ """Waits for W&B to finish and frees resources.
+
+ Completes any runs that were not explicitly finished
+ using `run.finish()` and waits for all data to be uploaded.
+
+ It is recommended to call this at the end of a session
+ that used `wandb.setup()`. It is invoked automatically
+ in an `atexit` hook, but this is not reliable in certain setups
+ such as when using Python's `multiprocessing` module.
+ """
+ ...
+
+def init(
+ entity: str | None = None,
+ project: str | None = None,
+ dir: StrPath | None = None,
+ id: str | None = None,
+ name: str | None = None,
+ notes: str | None = None,
+ tags: Sequence[str] | None = None,
+ config: dict[str, Any] | str | None = None,
+ config_exclude_keys: list[str] | None = None,
+ config_include_keys: list[str] | None = None,
+ allow_val_change: bool | None = None,
+ group: str | None = None,
+ job_type: str | None = None,
+ mode: Literal["online", "offline", "disabled", "shared"] | None = None,
+ force: bool | None = None,
+ reinit: (
+ bool
+ | Literal[
+ None,
+ "default",
+ "return_previous",
+ "finish_previous",
+ "create_new",
+ ]
+ ) = None,
+ resume: bool | Literal["allow", "never", "must", "auto"] | None = None,
+ resume_from: str | None = None,
+ fork_from: str | None = None,
+ save_code: bool | None = None,
+ tensorboard: bool | None = None,
+ sync_tensorboard: bool | None = None,
+ monitor_gym: bool | None = None,
+ settings: Settings | dict[str, Any] | None = None,
+ anonymous: DoNotSet = UNSET,
+) -> Run:
+ r"""Start a new run to track and log to W&B.
+
+ In an ML training pipeline, you could add `wandb.init()` to the beginning of
+ your training script as well as your evaluation script, and each piece would
+ be tracked as a run in W&B.
+
+ `wandb.init()` spawns a new background process to log data to a run, and it
+ also syncs data to https://wandb.ai by default, so you can see your results
+ in real-time. When you're done logging data, call `wandb.Run.finish()` to end the run.
+ If you don't call `run.finish()`, the run will end when your script exits.
+
+ Run IDs must not contain any of the following special characters `/ \ # ? % :`
+
+ Args:
+ entity: The username or team name the runs are logged to.
+ The entity must already exist, so ensure you create your account
+ or team in the UI before starting to log runs. If not specified, the
+ run will default your default entity. To change the default entity,
+ go to your settings and update the
+ "Default location to create new projects" under "Default team".
+ project: The name of the project under which this run will be logged.
+ If not specified, we use a heuristic to infer the project name based
+ on the system, such as checking the git root or the current program
+ file. If we can't infer the project name, the project will default to
+ `"uncategorized"`.
+ dir: The absolute path to the directory where experiment logs and
+ metadata files are stored. If not specified, this defaults
+ to the `./wandb` directory. Note that this does not affect the
+ location where artifacts are stored when calling `download()`.
+ id: A unique identifier for this run, used for resuming. It must be unique
+ within the project and cannot be reused once a run is deleted. For
+ a short descriptive name, use the `name` field,
+ or for saving hyperparameters to compare across runs, use `config`.
+ name: A short display name for this run, which appears in the UI to help
+ you identify it. By default, we generate a random two-word name
+ allowing easy cross-reference runs from table to charts. Keeping these
+ run names brief enhances readability in chart legends and tables. For
+ saving hyperparameters, we recommend using the `config` field.
+ notes: A detailed description of the run, similar to a commit message in
+ Git. Use this argument to capture any context or details that may
+ help you recall the purpose or setup of this run in the future.
+ tags: A list of tags to label this run in the UI. Tags are helpful for
+ organizing runs or adding temporary identifiers like "baseline" or
+ "production." You can easily add, remove tags, or filter by tags in
+ the UI.
+ If resuming a run, the tags provided here will replace any existing
+ tags. To add tags to a resumed run without overwriting the current
+ tags, use `run.tags += ("new_tag",)` after calling `run = wandb.init()`.
+ config: Sets `wandb.config`, a dictionary-like object for storing input
+ parameters to your run, such as model hyperparameters or data
+ preprocessing settings.
+ The config appears in the UI in an overview page, allowing you to
+ group, filter, and sort runs based on these parameters.
+ Keys should not contain periods (`.`), and values should be
+ smaller than 10 MB.
+ If a dictionary, `argparse.Namespace`, or `absl.flags.FLAGS` is
+ provided, the key-value pairs will be loaded directly into
+ `wandb.config`.
+ If a string is provided, it is interpreted as a path to a YAML file,
+ from which configuration values will be loaded into `wandb.config`.
+ config_exclude_keys: A list of specific keys to exclude from `wandb.config`.
+ config_include_keys: A list of specific keys to include in `wandb.config`.
+ allow_val_change: Controls whether config values can be modified after their
+ initial set. By default, an exception is raised if a config value is
+ overwritten. For tracking variables that change during training, such as
+ a learning rate, consider using `wandb.log()` instead. By default, this
+ is `False` in scripts and `True` in Notebook environments.
+ group: Specify a group name to organize individual runs as part of a larger
+ experiment. This is useful for cases like cross-validation or running
+ multiple jobs that train and evaluate a model on different test sets.
+ Grouping allows you to manage related runs collectively in the UI,
+ making it easy to toggle and review results as a unified experiment.
+ job_type: Specify the type of run, especially helpful when organizing runs
+ within a group as part of a larger experiment. For example, in a group,
+ you might label runs with job types such as "train" and "eval".
+ Defining job types enables you to easily filter and group similar runs
+ in the UI, facilitating direct comparisons.
+ mode: Specifies how run data is managed, with the following options:
+ - `"online"` (default): Enables live syncing with W&B when a network
+ connection is available, with real-time updates to visualizations.
+ - `"offline"`: Suitable for air-gapped or offline environments; data
+ is saved locally and can be synced later. Ensure the run folder
+ is preserved to enable future syncing.
+ - `"disabled"`: Disables all W&B functionality, making the run’s methods
+ no-ops. Typically used in testing to bypass W&B operations.
+ - `"shared"`: (This is an experimental feature). Allows multiple processes,
+ possibly on different machines, to simultaneously log to the same run.
+ In this approach you use a primary node and one or more worker nodes
+ to log data to the same run. Within the primary node you
+ initialize a run. For each worker node, initialize a run
+ using the run ID used by the primary node.
+ force: Determines if a W&B login is required to run the script. If `True`,
+ the user must be logged in to W&B; otherwise, the script will not
+ proceed. If `False` (default), the script can proceed without a login,
+ switching to offline mode if the user is not logged in.
+ reinit: Shorthand for the "reinit" setting. Determines the behavior of
+ `wandb.init()` when a run is active.
+ resume: Controls the behavior when resuming a run with the specified `id`.
+ Available options are:
+ - `"allow"`: If a run with the specified `id` exists, it will resume
+ from the last step; otherwise, a new run will be created.
+ - `"never"`: If a run with the specified `id` exists, an error will
+ be raised. If no such run is found, a new run will be created.
+ - `"must"`: If a run with the specified `id` exists, it will resume
+ from the last step. If no run is found, an error will be raised.
+ - `"auto"`: Automatically resumes the previous run if it crashed on
+ this machine; otherwise, starts a new run.
+ - `True`: Deprecated. Use `"auto"` instead.
+ - `False`: Deprecated. Use the default behavior (leaving `resume`
+ unset) to always start a new run.
+ If `resume` is set, `fork_from` and `resume_from` cannot be
+ used. When `resume` is unset, the system will always start a new run.
+ resume_from: Specifies a moment in a previous run to resume a run from,
+ using the format `{run_id}?_step={step}`. This allows users to truncate
+ the history logged to a run at an intermediate step and resume logging
+ from that step. The target run must be in the same project.
+ If an `id` argument is also provided, the `resume_from` argument will
+ take precedence.
+ `resume`, `resume_from` and `fork_from` cannot be used together, only
+ one of them can be used at a time.
+ Note that this feature is in beta and may change in the future.
+ fork_from: Specifies a point in a previous run from which to fork a new
+ run, using the format `{id}?_step={step}`. This creates a new run that
+ resumes logging from the specified step in the target run’s history.
+ The target run must be part of the current project.
+ If an `id` argument is also provided, it must be different from the
+ `fork_from` argument, an error will be raised if they are the same.
+ `resume`, `resume_from` and `fork_from` cannot be used together, only
+ one of them can be used at a time.
+ Note that this feature is in beta and may change in the future.
+ save_code: Enables saving the main script or notebook to W&B, aiding in
+ experiment reproducibility and allowing code comparisons across runs in
+ the UI. By default, this is disabled, but you can change the default to
+ enable on your settings page.
+ tensorboard: Deprecated. Use `sync_tensorboard` instead.
+ sync_tensorboard: Enables automatic syncing of W&B logs from TensorBoard
+ or TensorBoardX, saving relevant event files for viewing in
+ the W&B UI.
+ monitor_gym: Enables automatic logging of videos of the environment when
+ using OpenAI Gym.
+ settings: Specifies a dictionary or `wandb.Settings` object with advanced
+ settings for the run.
+
+ Returns:
+ A `Run` object.
+
+ Raises:
+ Error: If some unknown or internal error happened during the run
+ initialization.
+ AuthenticationError: If the user failed to provide valid credentials.
+ CommError: If there was a problem communicating with the WandB server.
+ UsageError: If the user provided invalid arguments.
+ KeyboardInterrupt: If user interrupts the run.
+
+ Examples:
+ `wandb.init()` returns a `Run` object. Use the run object to log data,
+ save artifacts, and manage the run lifecycle.
+
+ ```python
+ import wandb
+
+ config = {"lr": 0.01, "batch_size": 32}
+ with wandb.init(config=config) as run:
+ # Log accuracy and loss to the run
+ acc = 0.95 # Example accuracy
+ loss = 0.05 # Example loss
+ run.log({"accuracy": acc, "loss": loss})
+ ```
+ """
+ ...
+
+def finish(
+ exit_code: int | None = None,
+ quiet: bool | None = None,
+) -> None:
+ """Finish a run and upload any remaining data.
+
+ Marks the completion of a W&B run and ensures all data is synced to the server.
+ The run's final state is determined by its exit conditions and sync status.
+
+ Run States:
+ - Running: Active run that is logging data and/or sending heartbeats.
+ - Crashed: Run that stopped sending heartbeats unexpectedly.
+ - Finished: Run completed successfully (`exit_code=0`) with all data synced.
+ - Failed: Run completed with errors (`exit_code!=0`).
+
+ Args:
+ exit_code: Integer indicating the run's exit status. Use 0 for success,
+ any other value marks the run as failed.
+ quiet: Deprecated. Configure logging verbosity using `wandb.Settings(quiet=...)`.
+ """
+ ...
+
+def login(
+ key: str | None = None,
+ relogin: bool | None = None,
+ host: str | None = None,
+ force: bool | None = None,
+ timeout: int | None = None,
+ verify: bool = False,
+ referrer: str | None = None,
+ anonymous: DoNotSet = UNSET,
+) -> bool:
+ """Log into W&B.
+
+ You generally don't have to use this because most W&B methods that need
+ authentication can log in implicitly. This is the programmatic counterpart
+ to the `wandb login` CLI.
+
+ This updates global credentials for the session (affecting all wandb usage
+ in the current Python process after this call) and possibly the .netrc file.
+
+ If the identity_token_file setting is set, like through the
+ WANDB_IDENTITY_TOKEN_FILE environment variable, then this is a no-op.
+
+ Otherwise, if an explicit API key is provided, it is used and written to
+ the system .netrc file. If no key is provided, but the session is already
+ authenticated, then the session key is used for verification (if verify
+ is True) and the .netrc file is not updated.
+
+ If none of the above is true, then this gets the API key from the first of:
+
+ - The WANDB_API_KEY environment variable
+ - The api_key setting in a system or workspace settings file
+ - The .netrc file (either ~/.netrc, ~/_netrc or the path specified by the
+ NETRC environment variable)
+ - An interactive prompt (if available)
+
+ Args:
+ key: The API key to use.
+ relogin: If true, get the API key from an interactive prompt, skipping
+ reading .netrc, environment variables, etc.
+ host: The W&B server URL to connect to.
+ force: If true, disallows selecting offline mode in the interactive
+ prompt.
+ timeout: Number of seconds to wait for user input in the interactive
+ prompt. This can be used as a failsafe if an interactive prompt
+ is incorrectly shown in a non-interactive environment.
+ verify: Verify the credentials with the W&B server and raise an
+ AuthenticationError on failure.
+ referrer: The referrer to use in the URL login request for analytics.
+
+ Returns:
+ bool: If `key` is configured.
+
+ Raises:
+ AuthenticationError: If `api_key` fails verification with the server.
+ UsageError: If `api_key` cannot be configured and no tty.
+ """
+ ...
+
+def log(
+ data: dict[str, Any],
+ step: int | None = None,
+ commit: bool | None = None,
+) -> None:
+ """Upload run data.
+
+ Use `log` to log data from runs, such as scalars, images, video,
+ histograms, plots, and tables. See [Log objects and media](https://docs.wandb.ai/guides/track/log) for
+ code snippets, best practices, and more.
+
+ Basic usage:
+
+ ```python
+ import wandb
+
+ with wandb.init() as run:
+ run.log({"train-loss": 0.5, "accuracy": 0.9})
+ ```
+
+ The previous code snippet saves the loss and accuracy to the run's
+ history and updates the summary values for these metrics.
+
+ Visualize logged data in a workspace at [wandb.ai](https://wandb.ai),
+ or locally on a [self-hosted instance](https://docs.wandb.ai/guides/hosting)
+ of the W&B app, or export data to visualize and explore locally, such as in a
+ Jupyter notebook, with the [Public API](https://docs.wandb.ai/guides/track/public-api-guide).
+
+ Logged values don't have to be scalars. You can log any
+ [W&B supported Data Type](https://docs.wandb.ai/ref/python/data-types/)
+ such as images, audio, video, and more. For example, you can use
+ `wandb.Table` to log structured data. See
+ [Log tables, visualize and query data](https://docs.wandb.ai/guides/models/tables/tables-walkthrough)
+ tutorial for more details.
+
+ W&B organizes metrics with a forward slash (`/`) in their name
+ into sections named using the text before the final slash. For example,
+ the following results in two sections named "train" and "validate":
+
+ ```python
+ with wandb.init() as run:
+ # Log metrics in the "train" section.
+ run.log(
+ {
+ "train/accuracy": 0.9,
+ "train/loss": 30,
+ "validate/accuracy": 0.8,
+ "validate/loss": 20,
+ }
+ )
+ ```
+
+ Only one level of nesting is supported; `run.log({"a/b/c": 1})`
+ produces a section named "a".
+
+ `run.log()` is not intended to be called more than a few times per second.
+ For optimal performance, limit your logging to once every N iterations,
+ or collect data over multiple iterations and log it in a single step.
+
+ By default, each call to `log` creates a new "step".
+ The step must always increase, and it is not possible to log
+ to a previous step. You can use any metric as the X axis in charts.
+ See [Custom log axes](https://docs.wandb.ai/guides/track/log/customize-logging-axes/)
+ for more details.
+
+ In many cases, it is better to treat the W&B step like
+ you'd treat a timestamp rather than a training step.
+
+ ```python
+ with wandb.init() as run:
+ # Example: log an "epoch" metric for use as an X axis.
+ run.log({"epoch": 40, "train-loss": 0.5})
+ ```
+
+ It is possible to use multiple `wandb.Run.log()` invocations to log to
+ the same step with the `step` and `commit` parameters.
+ The following are all equivalent:
+
+ ```python
+ with wandb.init() as run:
+ # Normal usage:
+ run.log({"train-loss": 0.5, "accuracy": 0.8})
+ run.log({"train-loss": 0.4, "accuracy": 0.9})
+
+ # Implicit step without auto-incrementing:
+ run.log({"train-loss": 0.5}, commit=False)
+ run.log({"accuracy": 0.8})
+ run.log({"train-loss": 0.4}, commit=False)
+ run.log({"accuracy": 0.9})
+
+ # Explicit step:
+ run.log({"train-loss": 0.5}, step=current_step)
+ run.log({"accuracy": 0.8}, step=current_step)
+ current_step += 1
+ run.log({"train-loss": 0.4}, step=current_step)
+ run.log({"accuracy": 0.9}, step=current_step, commit=True)
+ ```
+
+ Args:
+ data: A `dict` with `str` keys and values that are serializable
+ Python objects including: `int`, `float` and `string`;
+ any of the `wandb.data_types`; lists, tuples and NumPy arrays
+ of serializable Python objects; other `dict`s of this
+ structure.
+ step: The step number to log. If `None`, then an implicit
+ auto-incrementing step is used. See the notes in
+ the description.
+ commit: If true, finalize and upload the step. If false, then
+ accumulate data for the step. See the notes in the description.
+ If `step` is `None`, then the default is `commit=True`;
+ otherwise, the default is `commit=False`.
+
+ Examples:
+ For more and more detailed examples, see
+ [our guides to logging](https://docs.wandb.com/guides/track/log).
+
+ Basic usage
+
+ ```python
+ import wandb
+
+ with wandb.init() as run:
+ run.log({"train-loss": 0.5, "accuracy": 0.9
+ ```
+
+ Incremental logging
+
+ ```python
+ import wandb
+
+ with wandb.init() as run:
+ run.log({"loss": 0.2}, commit=False)
+ # Somewhere else when I'm ready to report this step:
+ run.log({"accuracy": 0.8})
+ ```
+
+ Histogram
+
+ ```python
+ import numpy as np
+ import wandb
+
+ # sample gradients at random from normal distribution
+ gradients = np.random.randn(100, 100)
+ with wandb.init() as run:
+ run.log({"gradients": wandb.Histogram(gradients)})
+ ```
+
+ Image from NumPy
+
+ ```python
+ import numpy as np
+ import wandb
+
+ with wandb.init() as run:
+ examples = []
+ for i in range(3):
+ pixels = np.random.randint(low=0, high=256, size=(100, 100, 3))
+ image = wandb.Image(pixels, caption=f"random field {i}")
+ examples.append(image)
+ run.log({"examples": examples})
+ ```
+
+ Image from PIL
+
+ ```python
+ import numpy as np
+ from PIL import Image as PILImage
+ import wandb
+
+ with wandb.init() as run:
+ examples = []
+ for i in range(3):
+ pixels = np.random.randint(
+ low=0,
+ high=256,
+ size=(100, 100, 3),
+ dtype=np.uint8,
+ )
+ pil_image = PILImage.fromarray(pixels, mode="RGB")
+ image = wandb.Image(pil_image, caption=f"random field {i}")
+ examples.append(image)
+ run.log({"examples": examples})
+ ```
+
+ Video from NumPy
+
+ ```python
+ import numpy as np
+ import wandb
+
+ with wandb.init() as run:
+ # axes are (time, channel, height, width)
+ frames = np.random.randint(
+ low=0,
+ high=256,
+ size=(10, 3, 100, 100),
+ dtype=np.uint8,
+ )
+ run.log({"video": wandb.Video(frames, fps=4)})
+ ```
+
+ Matplotlib plot
+
+ ```python
+ from matplotlib import pyplot as plt
+ import numpy as np
+ import wandb
+
+ with wandb.init() as run:
+ fig, ax = plt.subplots()
+ x = np.linspace(0, 10)
+ y = x * x
+ ax.plot(x, y) # plot y = x^2
+ run.log({"chart": fig})
+ ```
+
+ PR Curve
+
+ ```python
+ import wandb
+
+ with wandb.init() as run:
+ run.log({"pr": wandb.plot.pr_curve(y_test, y_probas, labels)})
+ ```
+
+ 3D Object
+
+ ```python
+ import wandb
+
+ with wandb.init() as run:
+ run.log(
+ {
+ "generated_samples": [
+ wandb.Object3D(open("sample.obj")),
+ wandb.Object3D(open("sample.gltf")),
+ wandb.Object3D(open("sample.glb")),
+ ]
+ }
+ )
+ ```
+
+ Raises:
+ wandb.Error: If called before `wandb.init()`.
+ ValueError: If invalid data is passed.
+ """
+ ...
+
+def save(
+ glob_str: str | os.PathLike,
+ base_path: str | os.PathLike | None = None,
+ policy: PolicyName = "live",
+) -> bool | list[str]:
+ """Sync one or more files to W&B.
+
+ Relative paths are relative to the current working directory.
+
+ A Unix glob, such as "myfiles/*", is expanded at the time `save` is
+ called regardless of the `policy`. In particular, new files are not
+ picked up automatically.
+
+ A `base_path` may be provided to control the directory structure of
+ uploaded files. It should be a prefix of `glob_str`, and the directory
+ structure beneath it is preserved.
+
+ When given an absolute path or glob and no `base_path`, one
+ directory level is preserved as in the example above.
+
+ Files are automatically deduplicated: calling `save()` multiple times
+ on the same file without modifications will not re-upload it.
+
+ Args:
+ glob_str: A relative or absolute path or Unix glob.
+ base_path: A path to use to infer a directory structure; see examples.
+ policy: One of `live`, `now`, or `end`.
+ - live: upload the file as it changes, overwriting the previous version
+ - now: upload the file once now
+ - end: upload file when the run ends
+
+ Returns:
+ Paths to the symlinks created for the matched files.
+
+ For historical reasons, this may return a boolean in legacy code.
+
+ ```python
+ import wandb
+
+ run = wandb.init()
+
+ run.save("these/are/myfiles/*")
+ # => Saves files in a "these/are/myfiles/" folder in the run.
+
+ run.save("these/are/myfiles/*", base_path="these")
+ # => Saves files in an "are/myfiles/" folder in the run.
+
+ run.save("/Users/username/Documents/run123/*.txt")
+ # => Saves files in a "run123/" folder in the run. See note below.
+
+ run.save("/Users/username/Documents/run123/*.txt", base_path="/Users")
+ # => Saves files in a "username/Documents/run123/" folder in the run.
+
+ run.save("files/*/saveme.txt")
+ # => Saves each "saveme.txt" file in an appropriate subdirectory
+ # of "files/".
+
+ # Explicitly finish the run since a context manager is not used.
+ run.finish()
+ ```
+ """
+ ...
+
+def sweep(
+ sweep: dict | Callable,
+ entity: str | None = None,
+ project: str | None = None,
+ prior_runs: list[str] | None = None,
+) -> str:
+ """Initialize a hyperparameter sweep.
+
+ Search for hyperparameters that optimizes a cost function
+ of a machine learning model by testing various combinations.
+
+ Make note the unique identifier, `sweep_id`, that is returned.
+ At a later step provide the `sweep_id` to a sweep agent.
+
+ See [Sweep configuration structure](https://docs.wandb.ai/guides/sweeps/define-sweep-configuration)
+ for information on how to define your sweep.
+
+ Args:
+ sweep: The configuration of a hyperparameter search.
+ (or configuration generator).
+ If you provide a callable, ensure that the callable does
+ not take arguments and that it returns a dictionary that
+ conforms to the W&B sweep config spec.
+ entity: The username or team name where you want to send W&B
+ runs created by the sweep to. Ensure that the entity you
+ specify already exists. If you don't specify an entity,
+ the run will be sent to your default entity,
+ which is usually your username.
+ project: The name of the project where W&B runs created from
+ the sweep are sent to. If the project is not specified, the
+ run is sent to a project labeled 'Uncategorized'.
+ prior_runs: The run IDs of existing runs to add to this sweep.
+
+ Returns:
+ str: A unique identifier for the sweep.
+ """
+ ...
+
+def controller(
+ sweep_id_or_config: str | dict | None = None,
+ entity: str | None = None,
+ project: str | None = None,
+) -> _WandbController:
+ """Public sweep controller constructor.
+
+ Examples:
+ ```python
+ import wandb
+
+ tuner = wandb.controller(...)
+ print(tuner.sweep_config)
+ print(tuner.sweep_id)
+ tuner.configure_search(...)
+ tuner.configure_stopping(...)
+ ```
+ """
+ ...
+
+def agent(
+ sweep_id: str,
+ function: Callable | None = None,
+ entity: str | None = None,
+ project: str | None = None,
+ count: int | None = None,
+ forward_signals: bool = False,
+) -> None:
+ """Start one or more sweep agents.
+
+ The sweep agent uses the `sweep_id` to know which sweep it
+ is a part of, what function to execute, and (optionally) how
+ many agents to run.
+
+ Args:
+ sweep_id: The unique identifier for a sweep. A sweep ID
+ is generated by W&B CLI or Python SDK.
+ function: A function to call instead of the "program"
+ specified in the sweep config.
+ entity: The username or team name where you want to send W&B
+ runs created by the sweep to. Ensure that the entity you
+ specify already exists. If you don't specify an entity,
+ the run will be sent to your default entity,
+ which is usually your username.
+ project: The name of the project where W&B runs created from
+ the sweep are sent to. If the project is not specified, the
+ run is sent to a project labeled "Uncategorized".
+ count: The number of sweep config trials to try.
+ forward_signals: Whether to forward signals the agent receives
+ to the child processes. Only supported by CLI agent.
+ """
+ ...
+
+def define_metric(
+ name: str,
+ step_metric: str | wandb_metric.Metric | None = None,
+ step_sync: bool | None = None,
+ hidden: bool | None = None,
+ summary: str | None = None,
+ goal: str | None = None,
+ overwrite: bool | None = None,
+) -> wandb_metric.Metric:
+ """Customize metrics logged with `wandb.Run.log()`.
+
+ Args:
+ name: The name of the metric to customize.
+ step_metric: The name of another metric to serve as the X-axis
+ for this metric in automatically generated charts.
+ step_sync: Automatically insert the last value of step_metric into
+ `wandb.Run.log()` if it is not provided explicitly. Defaults to True
+ if step_metric is specified.
+ hidden: Hide this metric from automatic plots.
+ summary: Specify aggregate metrics added to summary.
+ Supported aggregations include "min", "max", "mean", "last",
+ "first", "best", "copy" and "none". "none" prevents a summary
+ from being generated. "best" is used together with the goal
+ parameter, "best" is deprecated and should not be used, use
+ "min" or "max" instead. "copy" is deprecated and should not be
+ used.
+ goal: Specify how to interpret the "best" summary type.
+ Supported options are "minimize" and "maximize". "goal" is
+ deprecated and should not be used, use "min" or "max" instead.
+ overwrite: If false, then this call is merged with previous
+ `define_metric` calls for the same metric by using their
+ values for any unspecified parameters. If true, then
+ unspecified parameters overwrite values specified by
+ previous calls.
+
+ Returns:
+ An object that represents this call but can otherwise be discarded.
+ """
+ ...
+
+def log_artifact(
+ artifact_or_path: Artifact | StrPath,
+ name: str | None = None,
+ type: str | None = None,
+ aliases: list[str] | None = None,
+ tags: list[str] | None = None,
+) -> Artifact:
+ """Declare an artifact as an output of a run.
+
+ Args:
+ artifact_or_path: (str or Artifact) A path to the contents of this artifact,
+ can be in the following forms:
+ - `/local/directory`
+ - `/local/directory/file.txt`
+ - `s3://bucket/path`
+ You can also pass an Artifact object created by calling
+ `wandb.Artifact`.
+ name: (str, optional) An artifact name. Valid names can be in the following forms:
+ - name:version
+ - name:alias
+ - digest
+ This will default to the basename of the path prepended with the current
+ run id if not specified.
+ type: (str) The type of artifact to log, examples include `dataset`, `model`
+ aliases: (list, optional) Aliases to apply to this artifact,
+ defaults to `["latest"]`
+ tags: (list, optional) Tags to apply to this artifact, if any.
+
+ Returns:
+ An `Artifact` object.
+ """
+ ...
+
+def use_artifact(
+ artifact_or_name: str | Artifact,
+ type: str | None = None,
+ aliases: list[str] | None = None,
+ use_as: str | None = None,
+) -> Artifact:
+ """Declare an artifact as an input to a run.
+
+ Call `download` or `file` on the returned object to get the contents locally.
+
+ Args:
+ artifact_or_name: The name of the artifact to use. May be prefixed
+ with the name of the project the artifact was logged to
+ ("entity" or "entity/project"). If no
+ entity is specified in the name, the Run or API setting's entity is used.
+ Valid names can be in the following forms
+ - name:version
+ - name:alias
+ type: The type of artifact to use.
+ aliases: Aliases to apply to this artifact
+ use_as: This argument is deprecated and does nothing.
+
+ Returns:
+ An `Artifact` object.
+
+ Examples:
+ ```python
+ import wandb
+
+ run = wandb.init(project="")
+
+ # Use an artifact by name and alias
+ artifact_a = run.use_artifact(artifact_or_name=":")
+
+ # Use an artifact by name and version
+ artifact_b = run.use_artifact(artifact_or_name=":v")
+
+ # Use an artifact by entity/project/name:alias
+ artifact_c = run.use_artifact(artifact_or_name="//:")
+
+ # Use an artifact by entity/project/name:version
+ artifact_d = run.use_artifact(
+ artifact_or_name="//:v"
+ )
+
+ # Explicitly finish the run since a context manager is not used.
+ run.finish()
+ ```
+ """
+ ...
+
+def log_model(
+ path: StrPath,
+ name: str | None = None,
+ aliases: list[str] | None = None,
+) -> None:
+ """Logs a model artifact containing the contents inside the 'path' to a run and marks it as an output to this run.
+
+ The name of model artifact can only contain alphanumeric characters,
+ underscores, and hyphens.
+
+ Args:
+ path: (str) A path to the contents of this model,
+ can be in the following forms:
+ - `/local/directory`
+ - `/local/directory/file.txt`
+ - `s3://bucket/path`
+ name: A name to assign to the model artifact that
+ the file contents will be added to. This will default to the
+ basename of the path prepended with the current run id if
+ not specified.
+ aliases: Aliases to apply to the created model artifact,
+ defaults to `["latest"]`
+
+ Raises:
+ ValueError: If name has invalid special characters.
+
+ Returns:
+ None
+ """
+ ...
+
+def use_model(name: str) -> FilePathStr:
+ """Download the files logged in a model artifact 'name'.
+
+ Args:
+ name: A model artifact name. 'name' must match the name of an existing logged
+ model artifact. May be prefixed with `entity/project/`. Valid names
+ can be in the following forms
+ - model_artifact_name:version
+ - model_artifact_name:alias
+
+ Returns:
+ path (str): Path to downloaded model artifact file(s).
+
+ Raises:
+ AssertionError: If model artifact 'name' is of a type that does
+ not contain the substring 'model'.
+ """
+ ...
+
+def link_model(
+ path: StrPath,
+ registered_model_name: str,
+ name: str | None = None,
+ aliases: list[str] | None = None,
+) -> Artifact | None:
+ """Log a model artifact version and link it to a registered model in the model registry.
+
+ Linked model versions are visible in the UI for the specified registered model.
+
+ This method will:
+ - Check if 'name' model artifact has been logged. If so, use the artifact version that matches the files
+ located at 'path' or log a new version. Otherwise log files under 'path' as a new model artifact, 'name'
+ of type 'model'.
+ - Check if registered model with name 'registered_model_name' exists in the 'model-registry' project.
+ If not, create a new registered model with name 'registered_model_name'.
+ - Link version of model artifact 'name' to registered model, 'registered_model_name'.
+ - Attach aliases from 'aliases' list to the newly linked model artifact version.
+
+ Args:
+ path: (str) A path to the contents of this model, can be in the
+ following forms:
+ - `/local/directory`
+ - `/local/directory/file.txt`
+ - `s3://bucket/path`
+ registered_model_name: The name of the registered model that the
+ model is to be linked to. A registered model is a collection of
+ model versions linked to the model registry, typically
+ representing a team's specific ML Task. The entity that this
+ registered model belongs to will be derived from the run.
+ name: The name of the model artifact that files in 'path' will be
+ logged to. This will default to the basename of the path
+ prepended with the current run id if not specified.
+ aliases: Aliases that will only be applied on this linked artifact
+ inside the registered model. The alias "latest" will always be
+ applied to the latest version of an artifact that is linked.
+
+ Raises:
+ AssertionError: If registered_model_name is a path or
+ if model artifact 'name' is of a type that does not contain
+ the substring 'model'.
+ ValueError: If name has invalid special characters.
+
+ Returns:
+ The linked artifact if linking was successful, otherwise `None`.
+ """
+ ...
+
+def plot_table(
+ vega_spec_name: str,
+ data_table: wandb.Table,
+ fields: dict[str, Any],
+ string_fields: dict[str, Any] | None = None,
+ split_table: bool = False,
+) -> CustomChart:
+ """Creates a custom charts using a Vega-Lite specification and a `wandb.Table`.
+
+ This function creates a custom chart based on a Vega-Lite specification and
+ a data table represented by a `wandb.Table` object. The specification needs
+ to be predefined and stored in the W&B backend. The function returns a custom
+ chart object that can be logged to W&B using `wandb.Run.log()`.
+
+ Args:
+ vega_spec_name: The name or identifier of the Vega-Lite spec
+ that defines the visualization structure.
+ data_table: A `wandb.Table` object containing the data to be
+ visualized.
+ fields: A mapping between the fields in the Vega-Lite spec and the
+ corresponding columns in the data table to be visualized.
+ string_fields: A dictionary for providing values for any string constants
+ required by the custom visualization.
+ split_table: Whether the table should be split into a separate section
+ in the W&B UI. If `True`, the table will be displayed in a section named
+ "Custom Chart Tables". Default is `False`.
+
+ Returns:
+ CustomChart: A custom chart object that can be logged to W&B. To log the
+ chart, pass the chart object as argument to `wandb.Run.log()`.
+
+ Raises:
+ wandb.Error: If `data_table` is not a `wandb.Table` object.
+
+ Example:
+ ```python
+ # Create a custom chart using a Vega-Lite spec and the data table.
+ import wandb
+
+ data = [[1, 1], [2, 2], [3, 3], [4, 4], [5, 5]]
+ table = wandb.Table(data=data, columns=["x", "y"])
+ fields = {"x": "x", "y": "y", "title": "MY TITLE"}
+
+ with wandb.init() as run:
+ # Training code goes here
+
+ # Create a custom title with `string_fields`.
+ my_custom_chart = wandb.plot_table(
+ vega_spec_name="wandb/line/v0",
+ data_table=table,
+ fields=fields,
+ string_fields={"title": "Title"},
+ )
+
+ run.log({"custom_chart": my_custom_chart})
+ ```
+ """
+ ...
+
+def watch(
+ models: torch.nn.Module | Sequence[torch.nn.Module],
+ criterion: torch.F | None = None,
+ log: Literal["gradients", "parameters", "all"] | None = "gradients",
+ log_freq: int = 1000,
+ idx: int | None = None,
+ log_graph: bool = False,
+) -> None:
+ """Hook into given PyTorch model to monitor gradients and the model's computational graph.
+
+ This function can track parameters, gradients, or both during training.
+
+ Args:
+ models: A single model or a sequence of models to be monitored.
+ criterion: The loss function being optimized (optional).
+ log: Specifies whether to log "gradients", "parameters", or "all".
+ Set to None to disable logging. (default="gradients").
+ log_freq: Frequency (in batches) to log gradients and parameters. (default=1000)
+ idx: Index used when tracking multiple models with `wandb.watch`. (default=None)
+ log_graph: Whether to log the model's computational graph. (default=False)
+
+ Raises:
+ ValueError:
+ If `wandb.init()` has not been called or if any of the models are not instances
+ of `torch.nn.Module`.
+ """
+ ...
+
+def unwatch(
+ models: torch.nn.Module | Sequence[torch.nn.Module] | None = None,
+) -> None:
+ """Remove pytorch model topology, gradient and parameter hooks.
+
+ Args:
+ models: Optional list of pytorch models that have had watch called on them.
+ """
+ ...
+
+def restore(
+ name: str,
+ run_path: str | None = None,
+ replace: bool = False,
+ root: str | None = None,
+) -> None | TextIO:
+ """Download the specified file from cloud storage.
+
+ File is placed into the current directory or run directory.
+ By default, will only download the file if it doesn't already exist.
+
+ Args:
+ name: The name of the file.
+ run_path: Optional path to a run to pull files from, i.e. `username/project_name/run_id`
+ if wandb.init has not been called, this is required.
+ replace: Whether to download the file even if it already exists locally
+ root: The directory to download the file to. Defaults to the current
+ directory or the run directory if wandb.init was called.
+
+ Returns:
+ None if it can't find the file, otherwise a file object open for reading.
+
+ Raises:
+ CommError: If W&B can't connect to the W&B backend.
+ ValueError: If the file is not found or can't find run_path.
+ """
+ ...
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__main__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__main__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e32b1ef386cb475c83b09fb527a9621a7370847a
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/__main__.py
@@ -0,0 +1,3 @@
+from wandb.cli import cli
+
+cli.cli(prog_name="python -m wandb")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_analytics.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_analytics.py
new file mode 100644
index 0000000000000000000000000000000000000000..ff102fffde9f805b00c8c55d663159989d40f455
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_analytics.py
@@ -0,0 +1,65 @@
+from __future__ import annotations
+
+from contextvars import ContextVar
+from dataclasses import dataclass, field
+from functools import wraps
+from typing import Callable, Final, TypeVar
+from uuid import UUID, uuid4
+
+from typing_extensions import ParamSpec
+
+from wandb._strutils import nameof
+
+P = ParamSpec("P")
+R = TypeVar("R")
+
+# Header keys for tracking the calling function
+X_WANDB_PYTHON_FUNC: Final[str] = "X-Wandb-Python-Func"
+X_WANDB_PYTHON_CALL_ID: Final[str] = "X-Wandb-Python-Call-Id"
+
+
+@dataclass(frozen=True)
+class TrackedFuncInfo:
+ func: str
+ """The fully qualified namespace of the tracked function."""
+
+ call_id: UUID = field(default_factory=uuid4)
+ """A unique identifier assigned to each invocation."""
+
+ def to_headers(self) -> dict[str, str]:
+ return {
+ X_WANDB_PYTHON_FUNC: self.func,
+ X_WANDB_PYTHON_CALL_ID: str(self.call_id),
+ }
+
+
+_current_func: ContextVar[TrackedFuncInfo] = ContextVar("_current_func")
+"""An internal, threadsafe context variable to hold the current function being tracked."""
+
+
+def tracked(func: Callable[P, R]) -> Callable[P, R]:
+ """A decorator to inject the calling function name into any GraphQL request headers.
+
+ If a tracked function calls another tracked function, only the outermost function in
+ the call stack will be tracked.
+ """
+ func_namespace = f"{func.__module__}.{nameof(func)}"
+
+ @wraps(func)
+ def wrapper(*args: P.args, **kwargs: P.kwargs) -> R:
+ # Don't override the current tracked function if it's already set
+ if tracked_func():
+ return func(*args, **kwargs)
+
+ token = _current_func.set(TrackedFuncInfo(func=func_namespace))
+ try:
+ return func(*args, **kwargs)
+ finally:
+ _current_func.reset(token)
+
+ return wrapper
+
+
+def tracked_func() -> TrackedFuncInfo | None:
+ """Returns info on the current tracked function, if any, otherwise None."""
+ return _current_func.get(None)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_iterutils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_iterutils.py
new file mode 100644
index 0000000000000000000000000000000000000000..41b10093f3df33fe6e21581a8dfa615deb870bb3
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_iterutils.py
@@ -0,0 +1,73 @@
+from __future__ import annotations
+
+from collections.abc import Hashable, Iterable
+from typing import TYPE_CHECKING, Any, TypeVar, Union, overload
+
+if TYPE_CHECKING:
+ T = TypeVar("T")
+ HashableT = TypeVar("HashableT", bound=Hashable)
+ ClassInfo = Union[type[T], tuple[type[T], ...]]
+
+
+@overload
+def always_list(obj: Iterable[T], base_type: ClassInfo = ...) -> list[T]: ...
+@overload
+def always_list(obj: T, base_type: ClassInfo = ...) -> list[T]: ...
+def always_list(obj: Any, base_type: Any = (str, bytes)) -> list[T]:
+ """Return a guaranteed list of objects from one instance OR an iterable of such items.
+
+ By default, assume the returned list should have string-like elements (`str`/`bytes`).
+
+ Adapted from `more_itertools.always_iterable`, but simplified for internal use. See:
+ https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.always_iterable
+ """
+ return [obj] if isinstance(obj, base_type) else list(obj)
+
+
+def unique_list(iterable: Iterable[HashableT]) -> list[HashableT]:
+ """Return a deduplicated list of items from the given iterable, preserving order."""
+ # Trick for O(1) uniqueness check that maintains order
+ return list(dict.fromkeys(iterable))
+
+
+def one(
+ iterable: Iterable[T],
+ too_short: type[Exception] | Exception | None = None,
+ too_long: type[Exception] | Exception | None = None,
+) -> T:
+ """Return the only item in the iterable.
+
+ Note:
+ This is intended **only** as an internal helper/convenience function,
+ and its implementation is directly adapted from `more_itertools.one`.
+ Users needing similar functionality are strongly encouraged to use
+ that library instead:
+ https://more-itertools.readthedocs.io/en/stable/api.html#more_itertools.one
+
+ Args:
+ iterable: The iterable to get the only item from.
+ too_short: Custom exception to raise if the iterable has no items.
+ too_long: Custom exception to raise if the iterable has multiple items.
+
+ Raises:
+ ValueError or `too_short`: If the iterable has no items.
+ ValueError or `too_long`: If the iterable has multiple items.
+ """
+ # For a general iterable, avoid inadvertently iterating through all values,
+ # which may be costly or impossible (e.g. if infinite). Only check that:
+
+ # ... the first item exists
+ it = iter(iterable)
+ try:
+ obj = next(it)
+ except StopIteration:
+ raise (too_short or ValueError("Expected 1 item in iterable, got 0")) from None
+
+ # ...the second item doesn't
+ try:
+ _ = next(it)
+ except StopIteration:
+ return obj
+ raise (
+ too_long or ValueError("Expected 1 item in iterable, got multiple")
+ ) from None
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..1709cf5e268c76398fc808c55195d9c26bdf59ed
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/__init__.py
@@ -0,0 +1,41 @@
+"""Internal utilities for working with pydantic."""
+
+__all__ = [
+ "IS_PYDANTIC_V2",
+ "CompatBaseModel",
+ "JsonableModel",
+ "GQLBase",
+ "GQLInput",
+ "GQLResult",
+ "Connection",
+ "ConnectionWithTotal",
+ "Edge",
+ "PageInfo",
+ "Typename",
+ "GQLId",
+ "AliasChoices",
+ "computed_field",
+ "field_validator",
+ "model_validator",
+ "pydantic_isinstance",
+ "to_camel",
+ "to_json",
+ "from_json",
+ "gql_typename",
+ "ValidationError",
+]
+
+# Available in all supported Pydantic versions.
+from pydantic import ValidationError
+
+from .base import CompatBaseModel, GQLBase, GQLInput, GQLResult, JsonableModel
+from .field_types import GQLId, Typename
+from .pagination import Connection, ConnectionWithTotal, Edge, PageInfo
+from .utils import IS_PYDANTIC_V2, from_json, gql_typename, pydantic_isinstance, to_json
+from .v1_compat import (
+ AliasChoices,
+ computed_field,
+ field_validator,
+ model_validator,
+ to_camel,
+)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/base.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/base.py
new file mode 100644
index 0000000000000000000000000000000000000000..5ed0908dfcf38362c0444043acc830464e3cd443
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/base.py
@@ -0,0 +1,150 @@
+"""Base classes and other customizations for generated pydantic types."""
+
+# Older-style type annotations required for Pydantic v1 / python 3.8 compatibility.
+
+from __future__ import annotations
+
+from abc import ABC
+from typing import TYPE_CHECKING, Any, Callable, ClassVar, Dict, Literal, overload
+
+from pydantic import BaseModel, ConfigDict
+from typing_extensions import TypedDict, Unpack, override
+
+from .v1_compat import PydanticCompatMixin, to_camel
+
+if TYPE_CHECKING:
+ from pydantic.main import IncEx
+
+
+class ModelDumpKwargs(TypedDict, total=False):
+ """Shared keyword arguments for `BaseModel.model_{dump,dump_json}`.
+
+ Newer pydantic versions may accept more arguments than are listed here.
+ Last updated for pydantic v2.12.0.
+ """
+
+ include: IncEx | None
+ exclude: IncEx | None
+ context: Any | None
+ by_alias: bool | None
+ exclude_unset: bool
+ exclude_defaults: bool
+ exclude_none: bool
+ exclude_computed_fields: bool
+ round_trip: bool
+ warnings: bool | Literal["none", "warn", "error"]
+ fallback: Callable[[Any], Any] | None
+ serialize_as_any: bool
+
+
+# ---------------------------------------------------------------------------
+# Base models and mixin classes.
+#
+# Extra info is provided for devs in inline comments, NOT docstrings. This
+# prevents it from showing up in generated docs for subclasses.
+
+
+# FOR INTERNAL USE ONLY: v1-compatible drop-in replacement for `pydantic.BaseModel`.
+# If pydantic v2 is detected, this is just `pydantic.BaseModel`.
+#
+# Deliberately inherits ALL default configuration from `pydantic.BaseModel`.
+class CompatBaseModel(PydanticCompatMixin, BaseModel):
+ __doc__ = None # Prevent subclasses from inheriting the BaseModel docstring
+
+
+class JsonableModel(CompatBaseModel, ABC):
+ # Base class with sensible defaults for converting to and from JSON.
+ #
+ # Automatically parse or serialize "raw" API data (e.g. convert to and from
+ # camelCase keys):
+ # - `.model_{dump,dump_json}()` should return JSON-ready dicts or JSON
+ # strings.
+ # - `.model_{validate,validate_json}()` should accept JSON-ready dicts or
+ # JSON strings.
+ #
+ # Ensure round-trip serialization <-> deserialization between:
+ # - `model_dump()` <-> `model_validate()`
+ # - `model_dump_json()` <-> `model_validate_json()`
+ #
+ # These behaviors help models predictably handle GraphQL request or response
+ # data.
+
+ model_config = ConfigDict(
+ # ---------------------------------------------------------------------------
+ # Discouraged in v2.11+, deprecated in v3. Kept here for compatibility.
+ populate_by_name=True,
+ # ---------------------------------------------------------------------------
+ # Introduced in v2.11, ignored in earlier versions
+ validate_by_name=True,
+ validate_by_alias=True,
+ serialize_by_alias=True,
+ # ---------------------------------------------------------------------------
+ validate_assignment=True,
+ use_attribute_docstrings=True,
+ from_attributes=True,
+ )
+
+ # Custom default kwargs for `JsonableModel.model_{dump,dump_json}`:
+ # - by_alias: Convert keys to JSON-ready names and objects to JSON-ready
+ # dicts.
+ # - round_trip: Ensure the result can round-trip.
+ __DUMP_DEFAULTS: ClassVar[Dict[str, Any]] = dict(by_alias=True, round_trip=True)
+
+ @overload # Actual signature
+ def model_dump(
+ self, *, mode: str, **kwargs: Unpack[ModelDumpKwargs]
+ ) -> dict[str, Any]: ...
+ @overload # In case pydantic adds more kwargs in future releases
+ def model_dump(self, **kwargs: Any) -> dict[str, Any]: ...
+
+ @override
+ def model_dump(self, *, mode: str = "json", **kwargs: Any) -> dict[str, Any]:
+ kwargs = {**self.__DUMP_DEFAULTS, **kwargs} # allows overrides, if needed
+ return super().model_dump(mode=mode, **kwargs)
+
+ @overload # Actual signature
+ def model_dump_json(
+ self, *, indent: int | None, **kwargs: Unpack[ModelDumpKwargs]
+ ) -> str: ...
+ @overload # In case pydantic adds more kwargs in future releases
+ def model_dump_json(self, **kwargs: Any) -> str: ...
+
+ @override
+ def model_dump_json(self, *, indent: int | None = None, **kwargs: Any) -> str:
+ kwargs = {**self.__DUMP_DEFAULTS, **kwargs} # allows overrides, if needed
+ return super().model_dump_json(indent=indent, **kwargs)
+
+
+# Base class for all GraphQL-derived types.
+class GQLBase(JsonableModel, ABC):
+ model_config = ConfigDict(
+ validate_default=True,
+ revalidate_instances="always",
+ protected_namespaces=(), # Some GraphQL fields may begin with "model_"
+ )
+
+
+# Base class for GraphQL result types, i.e. parsed GraphQL response data.
+class GQLResult(GQLBase, ABC):
+ model_config = ConfigDict(
+ alias_generator=to_camel, # Assume JSON names are camelCase, by default
+ frozen=True, # Keep the actual response data immutable
+ )
+
+
+# Base class for GraphQL input types, i.e. prepared variables or input objects
+# for queries and mutations.
+class GQLInput(GQLBase, ABC):
+ # For GraphQL inputs, exclude null values when preparing JSON-able request
+ # data.
+ __DUMP_DEFAULTS: ClassVar[Dict[str, Any]] = dict(exclude_none=True)
+
+ @override
+ def model_dump(self, *, mode: str = "json", **kwargs: Any) -> dict[str, Any]:
+ kwargs = {**self.__DUMP_DEFAULTS, **kwargs}
+ return super().model_dump(mode=mode, **kwargs)
+
+ @override
+ def model_dump_json(self, *, indent: int | None = None, **kwargs: Any) -> str:
+ kwargs = {**self.__DUMP_DEFAULTS, **kwargs}
+ return super().model_dump_json(indent=indent, **kwargs)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/field_types.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/field_types.py
new file mode 100644
index 0000000000000000000000000000000000000000..9d117fade9400aae5d4bd25e774cc62f636db391
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/field_types.py
@@ -0,0 +1,33 @@
+"""Reusable field types and annotations for pydantic fields."""
+
+from __future__ import annotations
+
+from typing import TYPE_CHECKING, Annotated, TypeVar
+
+from pydantic import Field, StrictStr
+
+from .utils import IS_PYDANTIC_V2
+
+T = TypeVar("T")
+
+# HACK: Pydantic no longer seems to like it when you define a type alias
+# at the module level with `Annotated[...]`.
+# The commented TypeAliases are a hack to unblock CI for now.
+
+# Typename = Annotated[T, Field(repr=False, frozen=True, alias="__typename")]
+Typename = Annotated[T, Field(alias="__typename")]
+"""Annotates GraphQL `__typename` fields."""
+
+
+if IS_PYDANTIC_V2 or TYPE_CHECKING:
+ # GQLId = Annotated[StrictStr, Field(repr=False, frozen=True)]
+ GQLId = StrictStr
+
+else:
+ # FIXME: Find a way to fix this for pydantic v1, which doesn't like when
+ # `Field(...)` used in the field assignment AND `Annotated[...]`.
+ # This is a problem for codegen, which can currently output e.g.
+ #
+ # class MyModel(GQLBase):
+ # my_id: GQLId = Field(alias="myID")
+ GQLId = StrictStr # type: ignore[misc]
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/pagination.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/pagination.py
new file mode 100644
index 0000000000000000000000000000000000000000..bbec791f670fdf2ad751393b73b80f15c74cfe72
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/pagination.py
@@ -0,0 +1,90 @@
+"""Utilities for client-side handling of "relay-style" GraphQL pagination.
+
+For formal specs and definitions, see https://relay.dev/graphql/connections.htm.
+"""
+
+from __future__ import annotations
+
+from collections.abc import Iterator
+from typing import Generic, Literal, Optional, TypeVar
+
+from pydantic import NonNegativeInt
+
+from .base import GQLResult
+
+NodeT = TypeVar("NodeT")
+"""A generic type variable for a GraphQL relay node."""
+
+
+class PageInfo(GQLResult):
+ """Pagination metadata returned by the server for a single page of results."""
+
+ typename__: Literal["PageInfo"] = "PageInfo"
+
+ end_cursor: Optional[str]
+ """Opaque token marking the end of this page and the start of the next page."""
+
+ has_next_page: bool
+ """True if more results exist beyond this page."""
+
+
+class Edge(GQLResult, Generic[NodeT]):
+ """A wrapper around a single result item in a paginated response.
+
+ In relay-style pagination, individual items are wrapped in "edges" which can
+ carry additional metadata, e.g., per-item cursors. This base implementation
+ only exposes the `node` (the actual result item, like a GraphQL `Run` or `Project`).
+ """
+
+ node: NodeT
+ """The actual result item."""
+
+
+class Connection(GQLResult, Generic[NodeT]):
+ """A page of results from the response of a paginated GraphQL query.
+
+ This follows the "Relay Connection" specification, which is a standard
+ way to paginate large result sets in GraphQL. Instead of returning all
+ results at once, the server returns one page at a time. Each "page" is
+ represented by a `Connection` object that includes:
+
+ - A list of `edges`, each wrapping a single result item (`node`).
+ - A `page_info` object with metadata for fetching subsequent pages.
+ - Optionally, a `total_count` of all results (not just this page).
+ """
+
+ edges: list[Edge[NodeT]]
+ """The items in this page, each wrapped in an `Edge`."""
+
+ page_info: PageInfo
+ """Pagination metadata, e.g. `end_cursor`, `has_next_page`."""
+
+ total_count: Optional[NonNegativeInt] = None
+ """Total number of results across all pages, if available."""
+
+ def nodes(self) -> Iterator[NodeT]:
+ """Returns an iterator over the nodes in the connection."""
+ return (node for edge in self.edges if (node := edge.node))
+
+ @property
+ def has_next(self) -> bool:
+ """Returns True if there are more pages to fetch."""
+ return self.page_info.has_next_page
+
+ @property
+ def next_cursor(self) -> Optional[str]:
+ """The cursor value to pass as the `after` arg in the next page request."""
+ return self.page_info.end_cursor
+
+
+class ConnectionWithTotal(Connection[NodeT], Generic[NodeT]):
+ """A `Connection` where the `totalCount` field must be present.
+
+ Use this INSTEAD of `Connection` when the paginated query is expected
+ to return a finite `totalCount` field, i.e. when `totalCount` is:
+ - explicitly requested in the GraphQL query
+ - non-nullable in the GraphQL schema
+ """
+
+ total_count: NonNegativeInt
+ """Total number of results across all pages (required, not optional)."""
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/utils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/utils.py
new file mode 100644
index 0000000000000000000000000000000000000000..ae01257238e2dc311acd5994554ba321af770c25
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/utils.py
@@ -0,0 +1,80 @@
+"""Internal utilities for working with Pydantic types and data."""
+
+from __future__ import annotations
+
+import json
+from contextlib import suppress
+from functools import lru_cache
+from typing import TYPE_CHECKING
+
+import pydantic
+from packaging.version import Version
+from pydantic import ValidationError
+
+if TYPE_CHECKING:
+ from typing import Any, Final
+
+ from pydantic import BaseModel
+
+IS_PYDANTIC_V2: Final[bool] = Version(pydantic.VERSION).major >= 2
+
+
+@lru_cache
+def gql_typename(cls: type[BaseModel]) -> str:
+ """Get the GraphQL typename for a Pydantic model."""
+ if (field := cls.model_fields.get("typename__")) and (typename := field.default):
+ return typename
+ raise TypeError(f"Cannot extract GraphQL typename from: {cls.__qualname__!r}.")
+
+
+if IS_PYDANTIC_V2:
+ import pydantic_core # pydantic_core is only installed by pydantic v2
+
+ def from_json(s: str | bytes) -> Any:
+ """Quickly deserialize a JSON string to a Python object."""
+ return pydantic_core.from_json(s)
+
+ def to_json(v: Any) -> str:
+ """Quickly serialize a (possibly Pydantic) object to a JSON string."""
+ return pydantic_core.to_json(v, by_alias=True, round_trip=True).decode("utf-8")
+
+ def pydantic_isinstance(
+ v: Any, classinfo: type[BaseModel] | tuple[type[BaseModel], ...]
+ ) -> bool:
+ """Return True if the object could be parsed into the given Pydantic type.
+
+ This is like a more lenient version of `isinstance()` for use with Pydantic.
+ In Pydantic v2, should be fast since the underlying implementation is in Rust,
+ and it may be preferable over `try:...except ValidationError:...`.
+
+ See: https://docs.pydantic.dev/latest/api/pydantic_core/#pydantic_core.SchemaValidator.isinstance_python
+ """
+ if isinstance(classinfo, tuple):
+ return any(
+ cls.__pydantic_validator__.isinstance_python(v) for cls in classinfo
+ )
+ cls = classinfo
+ return cls.__pydantic_validator__.isinstance_python(v)
+
+else:
+ # Pydantic v1 fallback implementations.
+ # These may be noticeably slower, but their primary goal is to ensure
+ # compatibility with Pydantic v1 so long as we need to support it.
+
+ from pydantic.json import pydantic_encoder # Only valid in pydantic v1
+
+ def from_json(s: str | bytes) -> Any:
+ return json.loads(s)
+
+ def to_json(v: Any) -> str:
+ return json.dumps(v, default=pydantic_encoder)
+
+ def pydantic_isinstance(
+ v: Any, classinfo: type[BaseModel] | tuple[type[BaseModel], ...]
+ ) -> bool:
+ classes = classinfo if isinstance(classinfo, tuple) else (classinfo,)
+ for cls in classes:
+ with suppress(ValidationError):
+ cls.model_validate(v)
+ return True
+ return False
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/v1_compat.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/v1_compat.py
new file mode 100644
index 0000000000000000000000000000000000000000..5431f8bd8fe11b2f265d749bb5a2c3f104b23682
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_pydantic/v1_compat.py
@@ -0,0 +1,356 @@
+"""Provides partial support for compatibility with Pydantic v1."""
+
+from __future__ import annotations
+
+import json
+from functools import cache
+from inspect import signature
+from operator import attrgetter
+from typing import TYPE_CHECKING, Any, Callable, ClassVar, Literal, overload
+
+import pydantic
+
+from .utils import IS_PYDANTIC_V2, to_json
+
+if TYPE_CHECKING:
+ from typing import Protocol
+
+ class V1Model(Protocol):
+ # ------------------------------------------------------------------------------
+ # NOTE: These aren't part of the original v1 BaseModel spec, but were added as
+ # internal helpers and are (re-)declared here to satisfy mypy checks.
+ @classmethod
+ def _dump_json_vals(cls, values: dict, by_alias: bool) -> dict: ...
+
+ # ------------------------------------------------------------------------------
+ # These methods are part of the original v1 BaseModel spec.
+
+ __config__: ClassVar[type]
+ __fields__: ClassVar[dict[str, Any]]
+ __fields_set__: set[str]
+
+ @classmethod
+ def update_forward_refs(cls, *args: Any, **kwargs: Any) -> None: ...
+ @classmethod
+ def construct(cls, *args: Any, **kwargs: Any) -> V1Model: ...
+ @classmethod
+ def parse_obj(cls, *args: Any, **kwargs: Any) -> V1Model: ...
+ @classmethod
+ def parse_raw(cls, *args: Any, **kwargs: Any) -> V1Model: ...
+
+ def dict(self, **kwargs: Any) -> dict[str, Any]: ...
+ def json(self, **kwargs: Any) -> str: ...
+ def copy(self, **kwargs: Any) -> V1Model: ...
+
+
+# Maps {v2 -> v1} model config keys that were renamed in v2.
+# See: https://docs.pydantic.dev/latest/migration/#changes-to-config
+_V1_CONFIG_KEYS = {
+ "populate_by_name": "allow_population_by_field_name",
+ "str_to_lower": "anystr_lower",
+ "str_strip_whitespace": "anystr_strip_whitespace",
+ "str_to_upper": "anystr_upper",
+ "ignored_types": "keep_untouched",
+ "str_max_length": "max_anystr_length",
+ "str_min_length": "min_anystr_length",
+ "from_attributes": "orm_mode",
+ "json_schema_extra": "schema_extra",
+ "validate_default": "validate_all",
+}
+
+
+def convert_v2_config(v2_config: dict[str, Any]) -> dict[str, Any]:
+ """Internal helper: Return a copy of the v2 ConfigDict with renamed v1 keys."""
+ return {
+ # Convert v2 config keys to v1 keys
+ **{_V1_CONFIG_KEYS.get(k, k): v for k, v in v2_config.items()},
+ # This is a v1-only config key. In v2 it no longer exists and is
+ # effectively always True.
+ "underscore_attrs_are_private": True,
+ }
+
+
+# HACKS: In older python versions and/or pydantic v1, we have fewer
+# tools to help us resolve annotations reliably before the type is fully built.
+# String comparison is brittle, but it'll have to do.
+def _is_list_like_ann(ann_str: str) -> bool:
+ # Handle "Optional[List[T]]", "List[T]", "list[T]"
+ return ann_str.strip().lower().startswith(("list[", "optional[list["))
+
+
+def _is_str_like_ann(ann_str: str) -> bool:
+ # Handle "Optional[str]", "str"
+ return ann_str.strip().lower() in {"str", "optional[str]"}
+
+
+@cache # Reduce repeat introspection via `signature()`
+def allowed_arg_names(func: Callable) -> set[str]:
+ """Internal helper: Return the names of args accepted by the given function."""
+ return set(signature(func).parameters)
+
+
+# Pydantic BaseModels use a custom metaclass, but its namespace changed between
+# versions. In v1 import it via `from pydantic.main import ModelMetaclass`; in
+# v2 it lives in an internal module, so avoid importing it directly.
+PydanticModelMetaclass: type = type(pydantic.BaseModel)
+
+
+class V1MixinMetaclass(PydanticModelMetaclass):
+ def __new__(
+ cls,
+ name: str,
+ bases: tuple[type, ...],
+ namespace: dict[str, Any],
+ **kwargs: Any,
+ ):
+ # Type checks run in a Pydantic v2 environment, so tell mypy to analyze
+ # certain types in here as if they were from v1.
+ # Note that this code should never even run unless Pydantic v1 is detected.
+ if TYPE_CHECKING:
+ from pydantic.v1.fields import FieldInfo
+ else:
+ from pydantic.fields import FieldInfo
+
+ # ------------------------------------------------------------------------------
+ # Convert any inline model config, e.g.:
+ # class MyModel(BaseModel): # BEFORE (v2)
+ # model_config = ConfigDict(populate_by_name=True)
+ #
+ # class MyModel(BaseModel): # AFTER (v1)
+ # class Config:
+ # allow_population_by_field_name = True
+ if config_dict := namespace.pop("model_config", None):
+ namespace["Config"] = type("Config", (), convert_v2_config(config_dict))
+
+ # ------------------------------------------------------------------------------
+ # Rename v2 Field() args to their v1 equivalents, if possible
+ if annotations := namespace.get("__annotations__"):
+ for field_name, obj in namespace.items():
+ if (
+ # Process annotated `Field(...)` assignments
+ isinstance(field := obj, FieldInfo)
+ and (ann := annotations.get(field_name))
+ ):
+ # For list-like fields, we WOULD want to rename:
+ # - `max_length (v2) -> max_items (v1)`
+ # - `min_length (v2) -> min_items (v1)`
+ # In v1: lists -> `{min,max}_items`; strings -> `{min,max}_length`.
+ # In v2: lists OR strings -> `{min,max}_length`.
+ #
+ # HOWEVER, this does not play well with generated code that defers
+ # type annotations via `from __future__ import annotations`.
+ # See: https://github.com/pydantic/pydantic/issues/3745
+ #
+ # Pydantic v1 users will unfortunately have to skip validation
+ # of length constraints on any list-like fields.
+ if _is_list_like_ann(ann):
+ field.max_items, field.max_length = None, None
+ field.min_items, field.min_length = None, None
+
+ # For str-like fields, rename:
+ # - `pattern (v2) -> regex (v1)`
+ elif _is_str_like_ann(ann):
+ field.regex = field.extra.pop("pattern", None)
+
+ return super().__new__(cls, name, bases, namespace, **kwargs)
+
+ @property
+ def model_fields(self) -> dict[str, Any]:
+ return self.__fields__ # type: ignore[deprecated]
+
+
+# Mixin to maintain compatibility with Pydantic v1. These are best-effort
+# shims and cannot guarantee complete compatibility. Whenever possible, prefer
+# upgrading to Pydantic v2 for full support.
+class V1Mixin(metaclass=V1MixinMetaclass):
+ # Internal compat helpers
+ @classmethod
+ def _dump_json_vals(cls, values: dict[str, Any], by_alias: bool) -> dict[str, Any]:
+ """Reserialize values from `Json`-typed fields after dumping the model to dict."""
+ # Get the expected keys (after `.model_dump()`) for `Json`-typed fields.
+ # Note: In v1, `Json` fields have `ModelField.parse_json == True`
+ json_fields = (f for f in cls.__fields__.values() if f.parse_json) # type: ignore[deprecated]
+ get_key = attrgetter("alias" if by_alias else "name")
+ json_field_keys = set(map(get_key, json_fields))
+
+ return {
+ # Only serialize `Json` fields with non-null values.
+ k: to_json(v) if ((v is not None) and (k in json_field_keys)) else v
+ for k, v in values.items()
+ }
+
+ # ------------------------------------------------------------------------------
+ @classmethod
+ def __try_update_forward_refs__(cls: type[V1Model], **localns: Any) -> None:
+ if hasattr(sup := super(), "__try_update_forward_refs__"):
+ sup.__try_update_forward_refs__(**localns)
+
+ @classmethod
+ def model_rebuild(cls, *args: Any, **kwargs: Any) -> None:
+ return cls.update_forward_refs(*args, **kwargs)
+
+ @classmethod
+ def model_construct(cls, *args: Any, **kwargs: Any) -> V1Model:
+ return cls.construct(*args, **kwargs)
+
+ @classmethod
+ def model_validate(cls, *args: Any, **kwargs: Any) -> V1Model:
+ return cls.parse_obj(*args, **kwargs)
+
+ @classmethod
+ def model_validate_json(cls, *args: Any, **kwargs: Any) -> V1Model:
+ return cls.parse_raw(*args, **kwargs)
+
+ def model_dump(self: V1Model, **kwargs: Any) -> dict[str, Any]:
+ # Pass only kwargs that are allowed in the V1 method.
+ allowed_keys = allowed_arg_names(self.dict) & kwargs.keys()
+ dict_ = self.dict(**{k: kwargs[k] for k in allowed_keys})
+
+ # Hack: serialize `Json` fields correctly when `round_trip=True` in
+ # pydantic v1.
+ if kwargs.get("round_trip", False):
+ by_alias: bool = kwargs.get("by_alias", False)
+ return self._dump_json_vals(dict_, by_alias=by_alias)
+
+ return dict_
+
+ def model_dump_json(self: V1Model, **kwargs: Any) -> str:
+ # Pass only kwargs that are allowed in the V1 method.
+ allowed_keys = allowed_arg_names(self.json) & kwargs.keys()
+ json_ = self.json(**{k: kwargs[k] for k in allowed_keys})
+
+ # Hack: serialize `Json` fields correctly when `round_trip=True` in
+ # pydantic v1.
+ if kwargs.get("round_trip", False):
+ by_alias: bool = kwargs.get("by_alias", False)
+ dict_ = json.loads(json_)
+ return json.dumps(self._dump_json_vals(dict_, by_alias=by_alias))
+
+ return json_
+
+ def model_copy(self: V1Model, **kwargs: Any) -> V1Model:
+ # Pass only kwargs that are allowed in the V1 method.
+ allowed_keys = allowed_arg_names(self.copy) & kwargs.keys()
+ return self.copy(**{k: kwargs[k] for k in allowed_keys})
+
+ @property
+ def model_fields_set(self: V1Model) -> set[str]:
+ return self.__fields_set__
+
+
+# Placeholder. Pydantic v2 is already compatible with itself, so no extra
+# mixins are required.
+class V2Mixin:
+ pass
+
+
+# Pick the mixin type based on the detected Pydantic version.
+PydanticCompatMixin: type = V2Mixin if IS_PYDANTIC_V2 else V1Mixin
+
+
+# ----------------------------------------------------------------------------
+# Decorators and other pydantic helpers
+# ----------------------------------------------------------------------------
+if IS_PYDANTIC_V2:
+ from pydantic import alias_generators
+
+ # https://docs.pydantic.dev/latest/api/config/#pydantic.alias_generators.to_camel
+ to_camel = alias_generators.to_camel # e.g. "foo_bar" -> "fooBar"
+
+ # https://docs.pydantic.dev/latest/api/functional_validators/#pydantic.functional_validators.field_validator
+ field_validator = pydantic.field_validator
+
+ # https://docs.pydantic.dev/latest/api/functional_validators/#pydantic.functional_validators.model_validator
+ model_validator = pydantic.model_validator
+
+ # https://docs.pydantic.dev/latest/api/fields/#pydantic.fields.computed_field
+ computed_field = pydantic.computed_field
+
+ # https://docs.pydantic.dev/latest/api/aliases/#pydantic.aliases.AliasChoices
+ AliasChoices = pydantic.AliasChoices
+
+else:
+ from pydantic.utils import to_lower_camel
+
+ V2ValidatorMode = Literal["before", "after", "wrap", "plain"]
+
+ # NOTE:
+ # - `to_lower_camel` in v1 equals `to_camel` in v2 (lowerCamelCase).
+ # - `to_camel` in v1 equals `to_pascal` in v2 (UpperCamelCase).
+ to_camel = to_lower_camel
+
+ # Ensures we can use v2's `@field_validator` by invoking v1's `@validator`
+ # if v1 is detected.
+ def field_validator(
+ *fields: str,
+ mode: V2ValidatorMode = "after",
+ check_fields: bool | None = None,
+ **_: Any,
+ ) -> Callable:
+ return pydantic.validator( # type: ignore[deprecated]
+ *fields,
+ pre=(mode == "before"),
+ always=True,
+ check_fields=bool(check_fields),
+ allow_reuse=True,
+ )
+
+ # Ensures we can use v2's `@model_validator` by invoking v1's `@root_validator`
+ # if v1 is detected.
+ def model_validator(*, mode: V2ValidatorMode, **_: Any) -> Callable:
+ if mode == "after":
+
+ def _decorator(v2_method: Callable) -> Any:
+ # Patch the behavior for `@model_validator(mode="after")` in
+ # v1. This is complicated because:
+ # - In v2 it decorates an instance method, so the function takes
+ # `self` as the first argument.
+ # - In v1 `@root_validator(pre=False)` decorates a classmethod,
+ # so the function takes `cls` as the first argument.
+
+ def v1_method(
+ cls: type[V1Model], values: dict[str, Any]
+ ) -> dict[str, Any]:
+ # Values should already be validated in an "after"
+ # validator, so use `construct()` to instantiate without
+ # revalidating.
+ v_self = v2_method(cls.construct(**values))
+
+ # Pydantic v1 expects the validator to return a
+ # `{field_name -> value}` mapping.
+ return {f: getattr(v_self, f) for f in v_self.__fields__}
+
+ return pydantic.root_validator(pre=False, allow_reuse=True)( # type: ignore[call-overload]
+ classmethod(v1_method)
+ )
+
+ return _decorator
+ else:
+ return pydantic.root_validator(pre=(mode == "before"), allow_reuse=True) # type: ignore[call-overload]
+
+ @overload # type: ignore[no-redef]
+ def computed_field(func: Callable | property, /) -> property: ...
+ @overload
+ def computed_field(
+ func: None, /, **_: Any
+ ) -> Callable[[Callable | property], property]: ...
+
+ def computed_field(
+ func: Callable | property | None = None, /, **_: Any
+ ) -> property | Callable[[Callable | property], property]:
+ """Compatibility wrapper for Pydantic v2's `computed_field` in v1."""
+
+ def always_property(f: Callable | property) -> property:
+ # Convert the method to a property only if needed
+ return f if isinstance(f, property) else property(f)
+
+ # Handle both decorator styles
+ return always_property if (func is None) else always_property(func)
+
+ class AliasChoices: # type: ignore [no-redef]
+ """Placeholder for Pydantic v2's AliasChoices to retain partial v1 support."""
+
+ aliases: list[str]
+
+ def __init__(self, *aliases: str):
+ self.aliases = list(aliases)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_strutils.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_strutils.py
new file mode 100644
index 0000000000000000000000000000000000000000..1137f9a24fddeb2b601d4ded9a55e66c017abd2c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/_strutils.py
@@ -0,0 +1,39 @@
+from __future__ import annotations
+
+from base64 import b64decode, b64encode
+from typing import Any
+
+
+def ensureprefix(s: str, prefix: str) -> str:
+ """Ensures the string has the given prefix prepended."""
+ return s if s.startswith(prefix) else f"{prefix}{s}"
+
+
+def ensuresuffix(s: str, suffix: str) -> str:
+ """Ensures the string has the given suffix appended."""
+ return s if s.endswith(suffix) else f"{s}{suffix}"
+
+
+def nameof(obj: Any, full: bool = True) -> str:
+ """Internal convenience helper that returns the object's `__name__` or `__qualname__`.
+
+ If `full` is True, attempt to return the object's `__qualname__` attribute,
+ falling back on the `__name__` attribute.
+ """
+ return getattr(obj, "__qualname__", obj.__name__) if full else obj.__name__
+
+
+def b64decode_ascii(s: str) -> str:
+ """Returns the decoded base64 string interpreted as ASCII.
+
+ Convenience function for directly converting `str -> str`.
+ """
+ return b64decode(s).decode("ascii")
+
+
+def b64encode_ascii(s: str) -> str:
+ """Returns the base64 encoding of the string's ASCII bytes.
+
+ Convenience function for directly converting `str -> str`.
+ """
+ return b64encode(s.encode("ascii")).decode("ascii")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/agents/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/agents/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/agents/pyagent.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/agents/pyagent.py
new file mode 100644
index 0000000000000000000000000000000000000000..31a36733182f88c6efbbdc146cd1a11aa255500e
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/agents/pyagent.py
@@ -0,0 +1,393 @@
+"""Agent - Agent object.
+
+Manage wandb agent.
+
+"""
+
+import ctypes
+import logging
+import os
+import queue
+import socket
+import sys
+import threading
+import time
+import traceback
+
+import wandb
+from wandb.apis import InternalApi
+from wandb.sdk.launch.sweeps import SweepNotFoundError
+from wandb.sdk.launch.sweeps import utils as sweep_utils
+from wandb.sdk.lib import config_util
+
+logger = logging.getLogger(__name__)
+
+
+def _terminate_thread(thread):
+ if not thread.is_alive():
+ return
+ if hasattr(thread, "_terminated"):
+ return
+ thread._terminated = True
+ tid = getattr(thread, "_thread_id", None)
+ if tid is None:
+ for k, v in threading._active.items():
+ if v is thread:
+ tid = k
+ if tid is None:
+ # This should never happen
+ return
+ logger.debug(f"Terminating thread: {tid}")
+ res = ctypes.pythonapi.PyThreadState_SetAsyncExc(
+ ctypes.c_long(tid), ctypes.py_object(Exception)
+ )
+ if res == 0:
+ # This should never happen
+ return
+ elif res != 1:
+ # Revert
+ logger.debug(f"Termination failed for thread {tid}")
+ ctypes.pythonapi.PyThreadState_SetAsyncExc(ctypes.c_long(tid), None)
+
+
+class Job:
+ def __init__(self, command):
+ self.command = command
+ job_type = command.get("type")
+ self.type = job_type
+ self.run_id = command.get("run_id")
+ self.config = command.get("args")
+
+ def __repr__(self):
+ if self.type == "run":
+ return f"Job({self.run_id},{self.config})"
+ elif self.type == "stop":
+ return f"stop({self.run_id})"
+ else:
+ return "exit"
+
+
+class RunStatus:
+ QUEUED = "QUEUED"
+ RUNNING = "RUNNING"
+ STOPPED = "STOPPED"
+ ERRORED = "ERRORED"
+ DONE = "DONE"
+
+
+class Agent:
+ FLAPPING_MAX_SECONDS = 60
+ FLAPPING_MAX_FAILURES = 3
+ MAX_INITIAL_FAILURES = 5
+
+ def __init__(
+ self, sweep_id=None, project=None, entity=None, function=None, count=None
+ ):
+ self._sweep_path = sweep_id
+ self._sweep_id = None
+ self._project = project
+ self._entity = entity
+ self._function = function
+ self._count = count
+ # glob_config = os.path.expanduser('~/.config/wandb/settings')
+ # loc_config = 'wandb/settings'
+ # files = (glob_config, loc_config)
+ self._api = InternalApi()
+ self._agent_id = None
+ self._max_initial_failures = wandb.env.get_agent_max_initial_failures(
+ self.MAX_INITIAL_FAILURES
+ )
+ # if the directory to log to is not set, set it
+ if os.environ.get(wandb.env.DIR) is None:
+ os.environ[wandb.env.DIR] = os.path.abspath(os.getcwd())
+
+ def _init(self):
+ # These are not in constructor so that Agent instance can be rerun
+ self._run_threads = {}
+ self._run_status = {}
+ self._queue = queue.Queue()
+ self._exit_flag = False
+ self._exceptions = {}
+ self._start_time = time.time()
+
+ def _register(self):
+ logger.debug("Agent._register()")
+ agent = self._api.register_agent(socket.gethostname(), sweep_id=self._sweep_id)
+ self._agent_id = agent["id"]
+ logger.debug(f"agent_id = {self._agent_id}")
+
+ def _setup(self):
+ logger.debug("Agent._setup()")
+ self._init()
+ parts = dict(entity=self._entity, project=self._project, name=self._sweep_path)
+ err = sweep_utils.parse_sweep_id(parts)
+ if err:
+ wandb.termerror(err)
+ return
+ entity = parts.get("entity") or self._entity
+ project = parts.get("project") or self._project
+ sweep_id = parts.get("name") or self._sweep_id
+ if sweep_id:
+ os.environ[wandb.env.SWEEP_ID] = sweep_id
+ if entity:
+ wandb.env.set_entity(entity)
+ if project:
+ wandb.env.set_project(project)
+ if sweep_id:
+ self._sweep_id = sweep_id
+ self._register()
+
+ def _stop_run(self, run_id):
+ logger.debug(f"Stopping run {run_id}.")
+ self._run_status[run_id] = RunStatus.STOPPED
+ thread = self._run_threads.get(run_id)
+ if thread:
+ _terminate_thread(thread)
+
+ def _stop_all_runs(self):
+ logger.debug("Stopping all runs.")
+ for run in list(self._run_threads.keys()):
+ self._stop_run(run)
+
+ def _exit(self):
+ self._stop_all_runs()
+ self._exit_flag = True
+ # _terminate_thread(self._main_thread)
+
+ def _heartbeat(self):
+ while True:
+ if self._exit_flag:
+ return
+ # if not self._main_thread.is_alive():
+ # return
+ run_status = {
+ run: True
+ for run, status in self._run_status.items()
+ if status in (RunStatus.QUEUED, RunStatus.RUNNING)
+ }
+ try:
+ commands = self._api.agent_heartbeat(self._agent_id, {}, run_status)
+ except SweepNotFoundError:
+ wandb.termerror(
+ "Sweep was deleted or agent was not found. Stopping sweep."
+ )
+ self._exit()
+ return
+ if commands:
+ job = Job(commands[0])
+ logger.debug(f"Job received: {job}")
+ if job.type in ["run", "resume"]:
+ self._queue.put(job)
+ self._run_status[job.run_id] = RunStatus.QUEUED
+ elif job.type == "stop":
+ self._stop_run(job.run_id)
+ elif job.type == "exit":
+ self._exit()
+ return
+ time.sleep(5)
+
+ def _run_jobs_from_queue(self):
+ global _INSTANCES
+ _INSTANCES += 1
+ try:
+ waiting = False
+ count = 0
+ while True:
+ if self._exit_flag:
+ return
+ try:
+ try:
+ job = self._queue.get(timeout=5)
+ if self._exit_flag:
+ logger.debug("Exiting main loop due to exit flag.")
+ wandb.termlog("Sweep Agent: Exiting.")
+ return
+ except queue.Empty:
+ if not waiting:
+ logger.debug("Paused.")
+ wandb.termlog("Sweep Agent: Waiting for job.")
+ waiting = True
+ time.sleep(5)
+ if self._exit_flag:
+ logger.debug("Exiting main loop due to exit flag.")
+ wandb.termlog("Sweep Agent: Exiting.")
+ return
+ continue
+ if waiting:
+ logger.debug("Resumed.")
+ wandb.termlog("Job received.")
+ waiting = False
+ count += 1
+ run_id = job.run_id
+ if self._run_status[run_id] == RunStatus.STOPPED:
+ continue
+ logger.debug(f"Spawning new thread for run {run_id}.")
+ thread = threading.Thread(target=self._run_job, args=(job,))
+ self._run_threads[run_id] = thread
+ thread.start()
+ self._run_status[run_id] = RunStatus.RUNNING
+ thread.join()
+ logger.debug(f"Thread joined for run {run_id}.")
+ if self._run_status[run_id] == RunStatus.RUNNING:
+ self._run_status[run_id] = RunStatus.DONE
+ elif self._run_status[run_id] == RunStatus.ERRORED:
+ exc = self._exceptions[run_id]
+ # Extract to reduce a decision point to avoid ruff c901
+ log_str, term_str = _get_exception_logger_and_term_strs(exc)
+ logger.error(f"Run {run_id} errored:\n{log_str}")
+ wandb.termerror(f"Run {run_id} errored:{term_str}")
+ if os.getenv(wandb.env.AGENT_DISABLE_FLAPPING) == "true":
+ self._exit_flag = True
+ return
+ elif (
+ time.time() - self._start_time < self.FLAPPING_MAX_SECONDS
+ ) and (len(self._exceptions) >= self.FLAPPING_MAX_FAILURES):
+ msg = f"Detected {self.FLAPPING_MAX_FAILURES} failed runs in the first {self.FLAPPING_MAX_SECONDS} seconds, killing sweep."
+ logger.error(msg)
+ wandb.termerror(msg)
+ wandb.termlog(
+ "To disable this check set WANDB_AGENT_DISABLE_FLAPPING=true"
+ )
+ self._exit_flag = True
+ return
+ if (
+ self._max_initial_failures < len(self._exceptions)
+ and len(self._exceptions) >= count
+ ):
+ msg = f"Detected {self._max_initial_failures} failed runs in a row at start, killing sweep."
+ logger.error(msg)
+ wandb.termerror(msg)
+ wandb.termlog(
+ "To change this value set WANDB_AGENT_MAX_INITIAL_FAILURES=val"
+ )
+ self._exit_flag = True
+ return
+ if self._count and self._count == count:
+ logger.debug("Exiting main loop because max count reached.")
+ self._exit_flag = True
+ return
+ except KeyboardInterrupt:
+ logger.debug("Ctrl + C detected. Stopping sweep.")
+ wandb.termlog("Ctrl + C detected. Stopping sweep.")
+ self._exit()
+ return
+ except Exception:
+ if self._exit_flag:
+ logger.debug("Exiting main loop due to exit flag.")
+ wandb.termlog("Sweep Agent: Killed.")
+ return
+ else:
+ raise
+ finally:
+ _INSTANCES -= 1
+
+ def _run_job(self, job):
+ try:
+ run_id = job.run_id
+
+ config_file = os.path.join(
+ "wandb", "sweep-" + self._sweep_id, "config-" + run_id + ".yaml"
+ )
+ os.environ[wandb.env.RUN_ID] = run_id
+ base_dir = os.environ.get(wandb.env.DIR, "")
+ sweep_param_path = os.path.join(base_dir, config_file)
+ os.environ[wandb.env.SWEEP_PARAM_PATH] = sweep_param_path
+ config_util.save_config_file_from_dict(sweep_param_path, job.config)
+ os.environ[wandb.env.SWEEP_ID] = self._sweep_id
+ wandb.teardown()
+
+ wandb.termlog(f"Agent Starting Run: {run_id} with config:")
+ for k, v in job.config.items():
+ wandb.termlog("\t{}: {}".format(k, v["value"]))
+
+ try:
+ self._function()
+ except KeyboardInterrupt:
+ raise
+ except Exception as e:
+ # Log the run's exceptions directly to stderr to match CLI case, and wrap so we
+ # can identify it as coming from the job later later. This will get automatically
+ # logged by console_capture.py. Exception handler below will also handle exceptions
+ # in setup code.
+ exc_repr = _format_exception_traceback(e)
+ print(exc_repr, file=sys.stderr) # noqa: T201
+ raise _JobError(f"Run threw exception: {str(e)}") from e
+ wandb.finish()
+ except KeyboardInterrupt:
+ raise
+ except Exception as e:
+ wandb.finish(exit_code=1)
+ if self._run_status[run_id] == RunStatus.RUNNING:
+ self._run_status[run_id] = RunStatus.ERRORED
+ self._exceptions[run_id] = e
+ finally:
+ # clean up the environment changes made
+ os.environ.pop(wandb.env.RUN_ID, None)
+ os.environ.pop(wandb.env.SWEEP_ID, None)
+ os.environ.pop(wandb.env.SWEEP_PARAM_PATH, None)
+
+ def run(self):
+ logger.info(
+ f"Starting sweep agent: entity={self._entity}, project={self._project}, count={self._count}"
+ )
+ self._setup()
+ # self._main_thread = threading.Thread(target=self._run_jobs_from_queue)
+ self._heartbeat_thread = threading.Thread(target=self._heartbeat)
+ self._heartbeat_thread.daemon = True
+ # self._main_thread.start()
+ self._heartbeat_thread.start()
+ # self._main_thread.join()
+ self._run_jobs_from_queue()
+
+
+def pyagent(sweep_id, function, entity=None, project=None, count=None):
+ """Generic agent entrypoint, used for CLI or jupyter.
+
+ Args:
+ sweep_id (dict): Sweep ID generated by CLI or sweep API
+ function (func, optional): A function to call instead of the "program"
+ entity (str, optional): W&B Entity
+ project (str, optional): W&B Project
+ count (int, optional): the number of trials to run.
+ """
+ if not callable(function):
+ raise TypeError("function parameter must be callable!")
+ agent = Agent(
+ sweep_id,
+ function=function,
+ entity=entity,
+ project=project,
+ count=count,
+ )
+ agent.run()
+
+
+def _format_exception_traceback(exc):
+ return "".join(traceback.format_exception(type(exc), exc, exc.__traceback__))
+
+
+class _JobError(Exception):
+ """Exception raised when a job fails during execution."""
+
+ pass
+
+
+def _get_exception_logger_and_term_strs(exc):
+ if isinstance(exc, _JobError) and exc.__cause__:
+ # If it's a JobException, get the original exception for display
+ job_exc = exc.__cause__
+ log_str = _format_exception_traceback(job_exc)
+ # Don't long full stacktrace to terminal again because we already
+ # printed it to stderr.
+ term_str = " " + str(job_exc)
+ else:
+ log_str = _format_exception_traceback(exc)
+ term_str = "\n" + log_str
+ return log_str, term_str
+
+
+_INSTANCES = 0
+
+
+def is_running():
+ return bool(_INSTANCES)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..d18e7f7cb8d200e9fb7295de0a1be8c417ea1c99
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/__init__.py
@@ -0,0 +1,3 @@
+__all__ = ("get_sentry",)
+
+from .sentry import get_sentry
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/sentry.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/sentry.py
new file mode 100644
index 0000000000000000000000000000000000000000..51dd327e6f34cc002809166b2ee9576e46090251
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/analytics/sentry.py
@@ -0,0 +1,305 @@
+from __future__ import annotations
+
+import atexit
+import contextlib
+import functools
+import os
+import pathlib
+import sys
+import threading
+from types import TracebackType
+from typing import Any, Callable, Literal, TypeVar
+from urllib.parse import quote
+
+from typing_extensions import Concatenate, Never, ParamSpec
+
+_P = ParamSpec("_P")
+_T = TypeVar("_T")
+
+SENTRY_DEFAULT_DSN = (
+ "https://2592b1968ea94cca9b5ef5e348e094a7@o151352.ingest.sentry.io/4504800232407040"
+)
+
+SessionStatus = Literal["ok", "exited", "crashed", "abnormal"]
+
+
+def _guard(
+ method: Callable[Concatenate[Sentry, _P], _T],
+) -> Callable[Concatenate[Sentry, _P], _T | None]:
+ """Make a Sentry method safe, lazy, and non-raising.
+
+ The wrapped method becomes a no-op if Sentry is disabled,
+ this instance belongs to a different PID, or lazy boot fails
+ """
+
+ @functools.wraps(method)
+ def wrapper(
+ self: Sentry,
+ *args: _P.args,
+ **kwargs: _P.kwargs,
+ ) -> _T | None:
+ if not self._enabled:
+ return None
+
+ # If this instance belongs to a different process (fork happened),
+ # do nothing; get_sentry() will create a fresh instance for the child.
+ if self._pid != os.getpid():
+ return None
+
+ if not self._booted and not self._boot():
+ return None
+
+ try:
+ return method(self, *args, **kwargs)
+ except Exception as e:
+ if method.__name__ != "exception":
+ # Best-effort logging of wrapper-level failures.
+ with contextlib.suppress(Exception):
+ self.exception(f"Error in {method.__name__}: {e}")
+ return None
+
+ return wrapper
+
+
+class Sentry:
+ def __init__(self, *, pid: int) -> None:
+ from wandb import env as _env
+
+ self._pid: int = pid
+ self._enabled: bool = bool(_env.error_reporting_enabled())
+ self._booted: bool = False
+ self._boot_lock = threading.Lock()
+ self._atexit_registered: bool = False
+
+ self._sent_messages: set[str] = set()
+ self._sdk: Any | None = None # will hold the sentry_sdk module after boot
+ self.scope: Any | None = None
+
+ self.dsn: str | None = os.environ.get(_env.SENTRY_DSN, SENTRY_DEFAULT_DSN)
+
+ @property
+ def environment(self) -> str:
+ is_git = pathlib.Path(__file__).parent.parent.parent.joinpath(".git").exists()
+ return "development" if is_git else "production"
+
+ def _boot(self) -> bool:
+ """Import sentry_sdk and set up client/scope."""
+ from wandb import __version__
+
+ with self._boot_lock:
+ if not self._enabled:
+ return False
+
+ if self._booted:
+ return True
+
+ try:
+ import sentry_sdk # type: ignore
+ import sentry_sdk.scope # type: ignore
+ import sentry_sdk.utils # type: ignore
+
+ self._sdk = sentry_sdk
+
+ client = self._sdk.Client(
+ dsn=self.dsn,
+ default_integrations=False,
+ environment=self.environment,
+ release=__version__,
+ )
+ scope = self._sdk.get_global_scope().fork()
+ scope.clear()
+ scope.set_client(client)
+
+ self.scope = scope
+ self._booted = True
+
+ if not self._atexit_registered:
+ atexit.register(self.end_session)
+ self._atexit_registered = True
+
+ except Exception:
+ # Disable on any failure.
+ self._enabled = False
+ self._booted = False
+ self._sdk = None
+ self.scope = None
+
+ return False
+
+ return True
+
+ @_guard
+ def message(
+ self,
+ message: str,
+ repeat: bool = True,
+ level: str = "info",
+ ) -> str | None:
+ if not repeat and message in self._sent_messages:
+ return None
+ self._sent_messages.add(message)
+ with self._sdk.scope.use_isolation_scope(self.scope): # type: ignore
+ return self._sdk.capture_message(message, level=level) # type: ignore
+
+ @_guard
+ def exception(
+ self,
+ exc: str
+ | BaseException
+ | tuple[
+ type[BaseException] | None,
+ BaseException | None,
+ TracebackType | None,
+ ]
+ | None,
+ handled: bool = False,
+ status: SessionStatus | None = None,
+ ) -> str | None:
+ if isinstance(exc, str):
+ exc_info = self._sdk.utils.exc_info_from_error(Exception(exc)) # type: ignore
+ elif isinstance(exc, BaseException):
+ exc_info = self._sdk.utils.exc_info_from_error(exc) # type: ignore
+ else:
+ exc_info = sys.exc_info()
+
+ event, _ = self._sdk.utils.event_from_exception( # type: ignore
+ exc_info,
+ client_options=self.scope.get_client().options, # type: ignore
+ mechanism={"type": "generic", "handled": handled},
+ )
+ event_id = None
+ with contextlib.suppress(Exception):
+ with self._sdk.scope.use_isolation_scope(self.scope): # type: ignore
+ event_id = self._sdk.capture_event(event) # type: ignore
+
+ status = status or ("crashed" if not handled else "errored") # type: ignore
+ self.mark_session(status=status)
+
+ client = self.scope.get_client() # type: ignore
+ if client is not None:
+ client.flush()
+ return event_id
+
+ def reraise(self, exc: Any) -> Never:
+ """Re-raise after logging, preserving traceback. Safe if disabled."""
+ try:
+ self.exception(exc) # @_guard applies here
+ finally:
+ _, _, tb = sys.exc_info()
+ if tb is not None and hasattr(exc, "with_traceback"):
+ raise exc.with_traceback(tb)
+ raise exc
+
+ @_guard
+ def start_session(self) -> None:
+ if self.scope is None:
+ return
+ if self.scope._session is None:
+ self.scope.start_session()
+
+ @_guard
+ def end_session(self) -> None:
+ if self.scope is None:
+ return
+ client = self.scope.get_client()
+ session = self.scope._session
+ if session is not None and client is not None:
+ self.scope.end_session()
+ client.flush()
+
+ @_guard
+ def mark_session(self, status: SessionStatus | None = None) -> None:
+ if self.scope is None:
+ return
+ session = self.scope._session
+ if session is not None:
+ session.update(status=status)
+
+ @_guard
+ def configure_scope(
+ self,
+ tags: dict[str, Any] | None = None,
+ process_context: str | None = None,
+ ) -> None:
+ import wandb.util
+
+ if self.scope is None:
+ return
+
+ settings_tags = (
+ "entity",
+ "project",
+ "run_id",
+ "run_url",
+ "sweep_url",
+ "sweep_id",
+ "deployment",
+ "launch",
+ "_platform",
+ )
+
+ if process_context:
+ self.scope.set_tag("process_context", process_context)
+
+ if tags is None:
+ return None
+
+ for tag in settings_tags:
+ val = tags.get(tag, None)
+ if val not in (None, ""):
+ self.scope.set_tag(tag, val)
+
+ if tags.get("_colab", None):
+ python_runtime = "colab"
+ elif tags.get("_jupyter", None):
+ python_runtime = "jupyter"
+ elif tags.get("_ipython", None):
+ python_runtime = "ipython"
+ else:
+ python_runtime = "python"
+ self.scope.set_tag("python_runtime", python_runtime)
+
+ # Construct run_url and sweep_url given run_id and sweep_id.
+ for obj in ("run", "sweep"):
+ obj_id, obj_url = f"{obj}_id", f"{obj}_url"
+ if tags.get(obj_url, None):
+ continue
+ try:
+ app_url = wandb.util.app_url(tags["base_url"]) # type: ignore[index]
+ entity, project = (quote(tags[k]) for k in ("entity", "project")) # type: ignore[index]
+ self.scope.set_tag(
+ obj_url,
+ f"{app_url}/{entity}/{project}/{obj}s/{tags[obj_id]}",
+ )
+ except Exception:
+ pass
+
+ email = tags.get("email")
+ if email:
+ self.scope.user = {"email": email}
+
+ self.start_session()
+
+
+_singleton: Sentry | None = None
+_singleton_lock = threading.Lock()
+
+
+def get_sentry() -> Sentry:
+ """Return the Sentry singleton for the current process (fork-aware).
+
+ Creates a new instance in child processes after fork.
+ Thread-safe within each process.
+ """
+ global _singleton
+
+ pid = os.getpid()
+
+ with _singleton_lock:
+ if _singleton is not None and _singleton._pid == pid:
+ return _singleton
+
+ if _singleton is None or _singleton._pid != pid:
+ _singleton = Sentry(pid=pid)
+
+ return _singleton
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..74e5509d29d30102f2d37586b707e7d0722fb34e
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/__init__.py
@@ -0,0 +1,50 @@
+"""api."""
+
+from __future__ import annotations
+
+from typing import Callable
+
+import wandb
+from wandb import env, util
+
+
+def _disable_ssl() -> Callable[[], None]:
+ import requests
+ from urllib3.exceptions import InsecureRequestWarning
+
+ # Because third party libraries may also use requests, we monkey patch it globally
+ # and turn off urllib3 warnings instead printing a global warning to the user.
+ wandb.termwarn(
+ "Disabling SSL verification. Connections to this server are not verified and may be insecure!"
+ )
+
+ requests.packages.urllib3.disable_warnings(category=InsecureRequestWarning)
+ old_merge_environment_settings = requests.Session.merge_environment_settings
+
+ def merge_environment_settings(self, url, proxies, stream, verify, cert):
+ settings = old_merge_environment_settings(
+ self, url, proxies, stream, verify, cert
+ )
+ settings["verify"] = False
+ return settings
+
+ requests.Session.merge_environment_settings = merge_environment_settings
+
+ def reset():
+ requests.Session.merge_environment_settings = old_merge_environment_settings
+
+ return reset
+
+
+if env.ssl_disabled():
+ _disable_ssl()
+
+
+reset_path = util.vendor_setup()
+
+from .internal import Api as InternalApi # noqa
+from .public import Api as PublicApi # noqa
+
+reset_path()
+
+__all__ = ["InternalApi", "PublicApi"]
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..a2cff0f2201494b24f6dc39acce18955df084fae
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/__init__.py
@@ -0,0 +1,102 @@
+# Generated by ariadne-codegen
+
+__all__ = [
+ "CREATE_INVITE_GQL",
+ "CREATE_PROJECT_GQL",
+ "CREATE_SERVICE_ACCOUNT_GQL",
+ "CREATE_TEAM_GQL",
+ "CREATE_USER_FROM_ADMIN_GQL",
+ "DELETE_API_KEY_GQL",
+ "DELETE_INVITE_GQL",
+ "GENERATE_API_KEY_GQL",
+ "GET_DEFAULT_ENTITY_GQL",
+ "GET_PROJECTS_GQL",
+ "GET_PROJECT_GQL",
+ "GET_SWEEPS_GQL",
+ "GET_SWEEP_GQL",
+ "GET_SWEEP_LEGACY_GQL",
+ "GET_TEAM_ENTITY_GQL",
+ "GET_VIEWER_GQL",
+ "SEARCH_USERS_GQL",
+ "GetProjects",
+ "GetProject",
+ "CreateProject",
+ "GetSweeps",
+ "GetSweep",
+ "GetSweepLegacy",
+ "GetTeamEntity",
+ "CreateTeam",
+ "CreateInvite",
+ "DeleteInvite",
+ "CreateServiceAccount",
+ "SearchUsers",
+ "GetViewer",
+ "GetDefaultEntity",
+ "CreateUserFromAdmin",
+ "DeleteApiKey",
+ "GenerateApiKey",
+ "ArtifactTypeInput",
+ "ProjectIconInput",
+ "RateLimitsInput",
+ "UpsertModelInput",
+ "ApiKeyFragment",
+ "CreatedProjectFragment",
+ "LegacySweepFragment",
+ "PageInfoFragment",
+ "ProjectFragment",
+ "SweepFragment",
+ "UserFragment",
+ "UserInfoFragment",
+]
+from .create_invite import CreateInvite
+from .create_project import CreateProject
+from .create_service_account import CreateServiceAccount
+from .create_team import CreateTeam
+from .create_user_from_admin import CreateUserFromAdmin
+from .delete_api_key import DeleteApiKey
+from .delete_invite import DeleteInvite
+from .fragments import (
+ ApiKeyFragment,
+ CreatedProjectFragment,
+ LegacySweepFragment,
+ PageInfoFragment,
+ ProjectFragment,
+ SweepFragment,
+ UserFragment,
+ UserInfoFragment,
+)
+from .generate_api_key import GenerateApiKey
+from .get_default_entity import GetDefaultEntity
+from .get_project import GetProject
+from .get_projects import GetProjects
+from .get_sweep import GetSweep
+from .get_sweep_legacy import GetSweepLegacy
+from .get_sweeps import GetSweeps
+from .get_team_entity import GetTeamEntity
+from .get_viewer import GetViewer
+from .input_types import (
+ ArtifactTypeInput,
+ ProjectIconInput,
+ RateLimitsInput,
+ UpsertModelInput,
+)
+from .operations import (
+ CREATE_INVITE_GQL,
+ CREATE_PROJECT_GQL,
+ CREATE_SERVICE_ACCOUNT_GQL,
+ CREATE_TEAM_GQL,
+ CREATE_USER_FROM_ADMIN_GQL,
+ DELETE_API_KEY_GQL,
+ DELETE_INVITE_GQL,
+ GENERATE_API_KEY_GQL,
+ GET_DEFAULT_ENTITY_GQL,
+ GET_PROJECT_GQL,
+ GET_PROJECTS_GQL,
+ GET_SWEEP_GQL,
+ GET_SWEEP_LEGACY_GQL,
+ GET_SWEEPS_GQL,
+ GET_TEAM_ENTITY_GQL,
+ GET_VIEWER_GQL,
+ SEARCH_USERS_GQL,
+)
+from .search_users import SearchUsers
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_invite.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_invite.py
new file mode 100644
index 0000000000000000000000000000000000000000..901a4f050746df4c2a8437e312380f925475d864
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_invite.py
@@ -0,0 +1,35 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLId, GQLResult
+
+
+class CreateInvite(GQLResult):
+ result: Optional[CreateInviteResult]
+
+
+class CreateInviteResult(GQLResult):
+ invite: Optional[CreateInviteResultInvite]
+
+
+class CreateInviteResultInvite(GQLResult):
+ id: GQLId
+ name: str
+ email: Optional[str]
+ created_at: Optional[str] = Field(alias="createdAt")
+ to_user: Optional[CreateInviteResultInviteToUser] = Field(alias="toUser")
+
+
+class CreateInviteResultInviteToUser(GQLResult):
+ name: str
+
+
+CreateInvite.model_rebuild()
+CreateInviteResult.model_rebuild()
+CreateInviteResultInvite.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_project.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_project.py
new file mode 100644
index 0000000000000000000000000000000000000000..c7ad33fba56a9b922ed6f03f65acc8c29ab985a2
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_project.py
@@ -0,0 +1,24 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import CreatedProjectFragment
+
+
+class CreateProject(GQLResult):
+ result: Optional[CreateProjectResult]
+
+
+class CreateProjectResult(GQLResult):
+ project: Optional[CreatedProjectFragment]
+ model: Optional[CreatedProjectFragment]
+ inserted: Optional[bool]
+
+
+CreateProject.model_rebuild()
+CreateProjectResult.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_service_account.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_service_account.py
new file mode 100644
index 0000000000000000000000000000000000000000..078f84d4a978691c31c5724acc5d7480289c8bc5
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_service_account.py
@@ -0,0 +1,24 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLId, GQLResult
+
+
+class CreateServiceAccount(GQLResult):
+ result: Optional[CreateServiceAccountResult]
+
+
+class CreateServiceAccountResult(GQLResult):
+ user: Optional[CreateServiceAccountResultUser]
+
+
+class CreateServiceAccountResultUser(GQLResult):
+ id: GQLId
+
+
+CreateServiceAccount.model_rebuild()
+CreateServiceAccountResult.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_team.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_team.py
new file mode 100644
index 0000000000000000000000000000000000000000..cb7556e980e3abbba5bc8f0981899f32e982022e
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_team.py
@@ -0,0 +1,30 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLId, GQLResult
+
+
+class CreateTeam(GQLResult):
+ result: Optional[CreateTeamResult]
+
+
+class CreateTeamResult(GQLResult):
+ entity: Optional[CreateTeamResultEntity]
+
+
+class CreateTeamResultEntity(GQLResult):
+ id: GQLId
+ name: str
+ available: Optional[bool]
+ photo_url: Optional[str] = Field(alias="photoUrl")
+ limits: Optional[str]
+
+
+CreateTeam.model_rebuild()
+CreateTeamResult.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_user_from_admin.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_user_from_admin.py
new file mode 100644
index 0000000000000000000000000000000000000000..3fd2c95b68e586b37cb13d367911310beb4ba725
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/create_user_from_admin.py
@@ -0,0 +1,22 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import UserInfoFragment
+
+
+class CreateUserFromAdmin(GQLResult):
+ result: Optional[CreateUserFromAdminResult]
+
+
+class CreateUserFromAdminResult(GQLResult):
+ user: Optional[UserInfoFragment]
+
+
+CreateUserFromAdmin.model_rebuild()
+CreateUserFromAdminResult.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_api_key.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_api_key.py
new file mode 100644
index 0000000000000000000000000000000000000000..758a80e821c5ba987d9b7f73122d345de3a8d876
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_api_key.py
@@ -0,0 +1,19 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+
+class DeleteApiKey(GQLResult):
+ result: Optional[DeleteApiKeyResult]
+
+
+class DeleteApiKeyResult(GQLResult):
+ success: Optional[bool]
+
+
+DeleteApiKey.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_invite.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_invite.py
new file mode 100644
index 0000000000000000000000000000000000000000..2488598f6f11c837ca26ee2899dad219b40d8575
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/delete_invite.py
@@ -0,0 +1,19 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+
+class DeleteInvite(GQLResult):
+ result: Optional[DeleteInviteResult]
+
+
+class DeleteInviteResult(GQLResult):
+ success: Optional[bool]
+
+
+DeleteInvite.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/enums.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/enums.py
new file mode 100644
index 0000000000000000000000000000000000000000..cc7d61d95669bab416e88c3acc378913704e64e8
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/enums.py
@@ -0,0 +1,4 @@
+# Generated by ariadne-codegen
+# Source: core/api/graphql/schemas/schema-latest.graphql
+
+from __future__ import annotations
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/fragments.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/fragments.py
new file mode 100644
index 0000000000000000000000000000000000000000..7e04dba16f0f5eebbb3046c59b04ef061f56e1be
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/fragments.py
@@ -0,0 +1,124 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import List, Literal, Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLId, GQLResult, Typename
+
+
+class ApiKeyFragment(GQLResult):
+ id: GQLId
+ name: str
+ description: Optional[str]
+
+
+class CreatedProjectFragment(GQLResult):
+ id: GQLId
+ name: str
+ entity_name: str = Field(alias="entityName")
+ description: Optional[str]
+ access: Optional[str]
+ views: Optional[str]
+
+
+class LegacySweepFragment(GQLResult):
+ typename__: Typename[Literal["Sweep"]] = "Sweep"
+ id: GQLId
+ name: str
+ state: str
+ best_loss: Optional[float] = Field(alias="bestLoss")
+ config: str
+
+
+class PageInfoFragment(GQLResult):
+ typename__: Typename[Literal["PageInfo"]] = "PageInfo"
+ end_cursor: Optional[str] = Field(alias="endCursor")
+ has_next_page: bool = Field(alias="hasNextPage")
+
+
+class UserFragment(GQLResult):
+ id: GQLId
+ name: str
+ username: Optional[str]
+ email: Optional[str]
+ admin: Optional[bool]
+ flags: Optional[str]
+ entity: Optional[str]
+ deleted_at: Optional[str] = Field(alias="deletedAt")
+ api_keys: Optional[UserFragmentApiKeys] = Field(alias="apiKeys")
+ teams: Optional[UserFragmentTeams]
+
+
+class UserFragmentApiKeys(GQLResult):
+ edges: List[UserFragmentApiKeysEdges]
+
+
+class UserFragmentApiKeysEdges(GQLResult):
+ node: Optional[ApiKeyFragment]
+
+
+class UserFragmentTeams(GQLResult):
+ edges: List[UserFragmentTeamsEdges]
+
+
+class UserFragmentTeamsEdges(GQLResult):
+ node: Optional[UserFragmentTeamsEdgesNode]
+
+
+class UserFragmentTeamsEdgesNode(GQLResult):
+ name: str
+
+
+class ProjectFragment(GQLResult):
+ typename__: Typename[Literal["Project"]] = "Project"
+ id: GQLId
+ name: str
+ entity_name: str = Field(alias="entityName")
+ created_at: str = Field(alias="createdAt")
+ is_benchmark: bool = Field(alias="isBenchmark")
+ user: Optional[UserFragment]
+
+
+class SweepFragment(GQLResult):
+ typename__: Typename[Literal["Sweep"]] = "Sweep"
+ id: GQLId
+ name: str
+ display_name: Optional[str] = Field(alias="displayName")
+ method: str
+ state: str
+ description: Optional[str]
+ best_loss: Optional[float] = Field(alias="bestLoss")
+ config: str
+ created_at: str = Field(alias="createdAt")
+ updated_at: Optional[str] = Field(alias="updatedAt")
+ run_count: int = Field(alias="runCount")
+ run_count_expected: Optional[int] = Field(alias="runCountExpected")
+
+
+class UserInfoFragment(GQLResult):
+ id: GQLId
+ name: str
+ username: Optional[str]
+ email: Optional[str]
+ admin: Optional[bool]
+
+
+ApiKeyFragment.model_rebuild()
+CreatedProjectFragment.model_rebuild()
+LegacySweepFragment.model_rebuild()
+PageInfoFragment.model_rebuild()
+UserFragment.model_rebuild()
+UserFragmentApiKeys.model_rebuild()
+UserFragmentApiKeysEdges.model_rebuild()
+ApiKeyFragment.model_rebuild()
+UserFragmentTeams.model_rebuild()
+UserFragmentTeamsEdges.model_rebuild()
+UserFragmentTeamsEdgesNode.model_rebuild()
+ProjectFragment.model_rebuild()
+UserFragment.model_rebuild()
+SweepFragment.model_rebuild()
+UserInfoFragment.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/generate_api_key.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/generate_api_key.py
new file mode 100644
index 0000000000000000000000000000000000000000..790ed09a87d5eed0d84992c2fe2777f23e7feca7
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/generate_api_key.py
@@ -0,0 +1,24 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLResult
+
+from .fragments import ApiKeyFragment
+
+
+class GenerateApiKey(GQLResult):
+ result: Optional[GenerateApiKeyResult]
+
+
+class GenerateApiKeyResult(GQLResult):
+ api_key: Optional[ApiKeyFragment] = Field(alias="apiKey")
+
+
+GenerateApiKey.model_rebuild()
+GenerateApiKeyResult.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_default_entity.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_default_entity.py
new file mode 100644
index 0000000000000000000000000000000000000000..88b8fc29317c668a489879403268bd8953788ac9
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_default_entity.py
@@ -0,0 +1,20 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLId, GQLResult
+
+
+class GetDefaultEntity(GQLResult):
+ viewer: Optional[GetDefaultEntityViewer]
+
+
+class GetDefaultEntityViewer(GQLResult):
+ id: GQLId
+ entity: Optional[str]
+
+
+GetDefaultEntity.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_project.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_project.py
new file mode 100644
index 0000000000000000000000000000000000000000..e1232e15da7dd6826053752a4c4a6868ed484ece
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_project.py
@@ -0,0 +1,17 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import ProjectFragment
+
+
+class GetProject(GQLResult):
+ project: Optional[ProjectFragment]
+
+
+GetProject.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_projects.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_projects.py
new file mode 100644
index 0000000000000000000000000000000000000000..6c83f3bcd220eee360c86aaf806e1d67b3402547
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_projects.py
@@ -0,0 +1,30 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import List, Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLResult
+
+from .fragments import PageInfoFragment, ProjectFragment
+
+
+class GetProjects(GQLResult):
+ models: Optional[GetProjectsModels]
+
+
+class GetProjectsModels(GQLResult):
+ page_info: PageInfoFragment = Field(alias="pageInfo")
+ edges: List[GetProjectsModelsEdges]
+
+
+class GetProjectsModelsEdges(GQLResult):
+ node: Optional[ProjectFragment]
+
+
+GetProjects.model_rebuild()
+GetProjectsModels.model_rebuild()
+GetProjectsModelsEdges.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep.py
new file mode 100644
index 0000000000000000000000000000000000000000..92360640b7d99f20e9f3fba36294c0ea3774098c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep.py
@@ -0,0 +1,22 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import SweepFragment
+
+
+class GetSweep(GQLResult):
+ project: Optional[GetSweepProject]
+
+
+class GetSweepProject(GQLResult):
+ sweep: Optional[SweepFragment]
+
+
+GetSweep.model_rebuild()
+GetSweepProject.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep_legacy.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep_legacy.py
new file mode 100644
index 0000000000000000000000000000000000000000..18e4da464bbc7dd1f18f2902d2e6c6837a9dbcd5
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweep_legacy.py
@@ -0,0 +1,22 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import LegacySweepFragment
+
+
+class GetSweepLegacy(GQLResult):
+ project: Optional[GetSweepLegacyProject]
+
+
+class GetSweepLegacyProject(GQLResult):
+ sweep: Optional[LegacySweepFragment]
+
+
+GetSweepLegacy.model_rebuild()
+GetSweepLegacyProject.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweeps.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweeps.py
new file mode 100644
index 0000000000000000000000000000000000000000..ff74e654bf31620aa7245cfa274050d13a27e87b
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_sweeps.py
@@ -0,0 +1,36 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import List, Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLResult
+
+from .fragments import PageInfoFragment, SweepFragment
+
+
+class GetSweeps(GQLResult):
+ project: Optional[GetSweepsProject]
+
+
+class GetSweepsProject(GQLResult):
+ total_sweeps: int = Field(alias="totalSweeps")
+ sweeps: Optional[GetSweepsProjectSweeps]
+
+
+class GetSweepsProjectSweeps(GQLResult):
+ page_info: PageInfoFragment = Field(alias="pageInfo")
+ edges: List[GetSweepsProjectSweepsEdges]
+
+
+class GetSweepsProjectSweepsEdges(GQLResult):
+ node: SweepFragment
+
+
+GetSweeps.model_rebuild()
+GetSweepsProject.model_rebuild()
+GetSweepsProjectSweeps.model_rebuild()
+GetSweepsProjectSweepsEdges.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_team_entity.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_team_entity.py
new file mode 100644
index 0000000000000000000000000000000000000000..ac6647132735708fdbdfa6ee232f82161525db02
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_team_entity.py
@@ -0,0 +1,46 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import List, Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLId, GQLResult
+
+
+class GetTeamEntity(GQLResult):
+ entity: Optional[GetTeamEntityEntity]
+
+
+class GetTeamEntityEntity(GQLResult):
+ id: GQLId
+ name: str
+ available: Optional[bool]
+ photo_url: Optional[str] = Field(alias="photoUrl")
+ read_only: Optional[bool] = Field(alias="readOnly")
+ read_only_admin: bool = Field(alias="readOnlyAdmin")
+ is_team: bool = Field(alias="isTeam")
+ private_only: bool = Field(alias="privateOnly")
+ storage_bytes: int = Field(alias="storageBytes")
+ code_saving_enabled: bool = Field(alias="codeSavingEnabled")
+ default_access: str = Field(alias="defaultAccess")
+ is_paid: Optional[bool] = Field(alias="isPaid")
+ members: List[GetTeamEntityEntityMembers]
+
+
+class GetTeamEntityEntityMembers(GQLResult):
+ id: Optional[str]
+ admin: Optional[bool]
+ pending: Optional[bool]
+ email: Optional[str]
+ username: Optional[str]
+ name: str
+ photo_url: Optional[str] = Field(alias="photoUrl")
+ account_type: Optional[str] = Field(alias="accountType")
+ api_key: Optional[str] = Field(alias="apiKey")
+
+
+GetTeamEntity.model_rebuild()
+GetTeamEntityEntity.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_viewer.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_viewer.py
new file mode 100644
index 0000000000000000000000000000000000000000..41ac3884942b3edb756611a33c6bac85cddeff30
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/get_viewer.py
@@ -0,0 +1,17 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import UserFragment
+
+
+class GetViewer(GQLResult):
+ viewer: Optional[UserFragment]
+
+
+GetViewer.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/input_types.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/input_types.py
new file mode 100644
index 0000000000000000000000000000000000000000..b908c54f8f41640412d317ade9db254cf8798db6
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/input_types.py
@@ -0,0 +1,68 @@
+# Generated by ariadne-codegen
+# Source: core/api/graphql/schemas/schema-latest.graphql
+
+from __future__ import annotations
+
+from typing import List, Optional
+
+from pydantic import Field
+
+from wandb._pydantic import GQLId, GQLInput
+
+
+class ArtifactTypeInput(GQLInput):
+ description: Optional[str] = None
+ name: str = Field(max_length=128, pattern="^[-\\w]+([ ]*[-.\\w]+)*$")
+
+
+class ProjectIconInput(GQLInput):
+ color: str
+ name: str
+
+
+class RateLimitsInput(GQLInput):
+ create_artifacts: Optional[int] = Field(alias="createArtifacts", default=None)
+ create_artifacts_time_window: Optional[int] = Field(
+ alias="createArtifactsTimeWindow", default=None
+ )
+ filestream_count: Optional[float] = Field(alias="filestreamCount", default=None)
+ filestream_per_run_count: Optional[float] = Field(
+ alias="filestreamPerRunCount", default=None
+ )
+ filestream_size: Optional[int] = Field(alias="filestreamSize", default=None)
+ graphql: Optional[int] = None
+ run_update_count: Optional[float] = Field(alias="runUpdateCount", default=None)
+ sdk_graphql: Optional[int] = Field(alias="sdkGraphql", default=None)
+ sdk_graphql_query_seconds: Optional[float] = Field(
+ alias="sdkGraphqlQuerySeconds", default=None
+ )
+
+
+class UpsertModelInput(GQLInput):
+ access: Optional[str] = None
+ allow_all_artifact_types_in_registry: Optional[bool] = Field(
+ alias="allowAllArtifactTypesInRegistry", default=None
+ )
+ artifact_types: Optional[List[ArtifactTypeInput]] = Field(
+ alias="artifactTypes", default=None
+ )
+ client_mutation_id: Optional[str] = Field(alias="clientMutationId", default=None)
+ description: Optional[str] = None
+ docker_image: Optional[str] = Field(
+ alias="dockerImage", default=None, max_length=512
+ )
+ entity_name: Optional[str] = Field(alias="entityName", default=None)
+ framework: Optional[str] = None
+ icon: Optional[ProjectIconInput] = None
+ id: Optional[str] = None
+ is_benchmark: Optional[bool] = Field(alias="isBenchmark", default=None)
+ is_published: Optional[bool] = Field(alias="isPublished", default=None)
+ linked_benchmark: Optional[GQLId] = Field(alias="linkedBenchmark", default=None)
+ name: Optional[str] = Field(default=None, max_length=128)
+ owner: Optional[GQLId] = None
+ rate_limits: Optional[RateLimitsInput] = Field(alias="rateLimits", default=None)
+ repo: Optional[str] = Field(default=None, max_length=256)
+ views: Optional[str] = None
+
+
+UpsertModelInput.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/operations.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/operations.py
new file mode 100644
index 0000000000000000000000000000000000000000..555dfbd7bf3a2527404bcc65183ad0641dc75b0e
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/operations.py
@@ -0,0 +1,462 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+__all__ = [
+ "CREATE_INVITE_GQL",
+ "CREATE_PROJECT_GQL",
+ "CREATE_SERVICE_ACCOUNT_GQL",
+ "CREATE_TEAM_GQL",
+ "CREATE_USER_FROM_ADMIN_GQL",
+ "DELETE_API_KEY_GQL",
+ "DELETE_INVITE_GQL",
+ "GENERATE_API_KEY_GQL",
+ "GET_DEFAULT_ENTITY_GQL",
+ "GET_PROJECTS_GQL",
+ "GET_PROJECT_GQL",
+ "GET_SWEEPS_GQL",
+ "GET_SWEEP_GQL",
+ "GET_SWEEP_LEGACY_GQL",
+ "GET_TEAM_ENTITY_GQL",
+ "GET_VIEWER_GQL",
+ "SEARCH_USERS_GQL",
+]
+
+GET_PROJECTS_GQL = """
+query GetProjects($entity: String, $cursor: String, $perPage: Int = 50) {
+ models(entityName: $entity, after: $cursor, first: $perPage) {
+ pageInfo {
+ ...PageInfoFragment
+ }
+ edges {
+ node {
+ ...ProjectFragment
+ }
+ }
+ }
+}
+
+fragment ApiKeyFragment on ApiKey {
+ id
+ name
+ description
+}
+
+fragment PageInfoFragment on PageInfo {
+ __typename
+ endCursor
+ hasNextPage
+}
+
+fragment ProjectFragment on Project {
+ __typename
+ id
+ name
+ entityName
+ createdAt
+ isBenchmark
+ user {
+ ...UserFragment
+ }
+}
+
+fragment UserFragment on User {
+ id
+ name
+ username
+ email
+ admin
+ flags
+ entity
+ deletedAt
+ apiKeys {
+ edges {
+ node {
+ ...ApiKeyFragment
+ }
+ }
+ }
+ teams {
+ edges {
+ node {
+ name
+ }
+ }
+ }
+}
+"""
+
+GET_PROJECT_GQL = """
+query GetProject($name: String!, $entity: String!) {
+ project(name: $name, entityName: $entity) {
+ ...ProjectFragment
+ }
+}
+
+fragment ApiKeyFragment on ApiKey {
+ id
+ name
+ description
+}
+
+fragment ProjectFragment on Project {
+ __typename
+ id
+ name
+ entityName
+ createdAt
+ isBenchmark
+ user {
+ ...UserFragment
+ }
+}
+
+fragment UserFragment on User {
+ id
+ name
+ username
+ email
+ admin
+ flags
+ entity
+ deletedAt
+ apiKeys {
+ edges {
+ node {
+ ...ApiKeyFragment
+ }
+ }
+ }
+ teams {
+ edges {
+ node {
+ name
+ }
+ }
+ }
+}
+"""
+
+CREATE_PROJECT_GQL = """
+mutation CreateProject($input: UpsertModelInput!) {
+ result: upsertModel(input: $input) {
+ project {
+ ...CreatedProjectFragment
+ }
+ model {
+ ...CreatedProjectFragment
+ }
+ inserted
+ }
+}
+
+fragment CreatedProjectFragment on Project {
+ id
+ name
+ entityName
+ description
+ access
+ views
+}
+"""
+
+GET_SWEEPS_GQL = """
+query GetSweeps($project: String!, $entity: String!, $cursor: String, $perPage: Int = 50) {
+ project(name: $project, entityName: $entity) {
+ totalSweeps
+ sweeps(after: $cursor, first: $perPage) {
+ pageInfo {
+ ...PageInfoFragment
+ }
+ edges {
+ node {
+ ...SweepFragment
+ }
+ }
+ }
+ }
+}
+
+fragment PageInfoFragment on PageInfo {
+ __typename
+ endCursor
+ hasNextPage
+}
+
+fragment SweepFragment on Sweep {
+ __typename
+ id
+ name
+ displayName
+ method
+ state
+ description
+ bestLoss
+ config
+ createdAt
+ updatedAt
+ runCount
+ runCountExpected
+}
+"""
+
+GET_SWEEP_GQL = """
+query GetSweep($name: String!, $project: String, $entity: String) {
+ project(name: $project, entityName: $entity) {
+ sweep(sweepName: $name) {
+ ...SweepFragment
+ }
+ }
+}
+
+fragment SweepFragment on Sweep {
+ __typename
+ id
+ name
+ displayName
+ method
+ state
+ description
+ bestLoss
+ config
+ createdAt
+ updatedAt
+ runCount
+ runCountExpected
+}
+"""
+
+GET_SWEEP_LEGACY_GQL = """
+query GetSweepLegacy($name: String!, $project: String, $entity: String) {
+ project(name: $project, entityName: $entity) {
+ sweep(sweepName: $name) {
+ ...LegacySweepFragment
+ }
+ }
+}
+
+fragment LegacySweepFragment on Sweep {
+ __typename
+ id
+ name
+ state
+ bestLoss
+ config
+}
+"""
+
+GET_TEAM_ENTITY_GQL = """
+query GetTeamEntity($name: String!) {
+ entity(name: $name) {
+ id
+ name
+ available
+ photoUrl
+ readOnly
+ readOnlyAdmin
+ isTeam
+ privateOnly
+ storageBytes
+ codeSavingEnabled
+ defaultAccess
+ isPaid
+ members {
+ id
+ admin
+ pending
+ email
+ username
+ name
+ photoUrl
+ accountType
+ apiKey
+ }
+ }
+}
+"""
+
+CREATE_TEAM_GQL = """
+mutation CreateTeam($teamName: String!, $teamAdminUserName: String) {
+ result: createTeam(
+ input: {teamName: $teamName, teamAdminUserName: $teamAdminUserName}
+ ) {
+ entity {
+ id
+ name
+ available
+ photoUrl
+ limits
+ }
+ }
+}
+"""
+
+CREATE_INVITE_GQL = """
+mutation CreateInvite($entity: String!, $email: String, $username: String, $admin: Boolean) {
+ result: createInvite(
+ input: {entityName: $entity, email: $email, username: $username, admin: $admin}
+ ) {
+ invite {
+ id
+ name
+ email
+ createdAt
+ toUser {
+ name
+ }
+ }
+ }
+}
+"""
+
+DELETE_INVITE_GQL = """
+mutation DeleteInvite($id: String, $entity: String) {
+ result: deleteInvite(input: {id: $id, entityName: $entity}) {
+ success
+ }
+}
+"""
+
+CREATE_SERVICE_ACCOUNT_GQL = """
+mutation CreateServiceAccount($entity: String!, $description: String!) {
+ result: createServiceAccount(
+ input: {description: $description, entityName: $entity}
+ ) {
+ user {
+ id
+ }
+ }
+}
+"""
+
+SEARCH_USERS_GQL = """
+query SearchUsers($query: String) {
+ users(query: $query) {
+ edges {
+ node {
+ ...UserFragment
+ }
+ }
+ }
+}
+
+fragment ApiKeyFragment on ApiKey {
+ id
+ name
+ description
+}
+
+fragment UserFragment on User {
+ id
+ name
+ username
+ email
+ admin
+ flags
+ entity
+ deletedAt
+ apiKeys {
+ edges {
+ node {
+ ...ApiKeyFragment
+ }
+ }
+ }
+ teams {
+ edges {
+ node {
+ name
+ }
+ }
+ }
+}
+"""
+
+GET_VIEWER_GQL = """
+query GetViewer {
+ viewer {
+ ...UserFragment
+ }
+}
+
+fragment ApiKeyFragment on ApiKey {
+ id
+ name
+ description
+}
+
+fragment UserFragment on User {
+ id
+ name
+ username
+ email
+ admin
+ flags
+ entity
+ deletedAt
+ apiKeys {
+ edges {
+ node {
+ ...ApiKeyFragment
+ }
+ }
+ }
+ teams {
+ edges {
+ node {
+ name
+ }
+ }
+ }
+}
+"""
+
+GET_DEFAULT_ENTITY_GQL = """
+query GetDefaultEntity {
+ viewer {
+ id
+ entity
+ }
+}
+"""
+
+CREATE_USER_FROM_ADMIN_GQL = """
+mutation CreateUserFromAdmin($email: String!, $admin: Boolean) {
+ result: createUser(input: {email: $email, admin: $admin}) {
+ user {
+ ...UserInfoFragment
+ }
+ }
+}
+
+fragment UserInfoFragment on User {
+ id
+ name
+ username
+ email
+ admin
+}
+"""
+
+DELETE_API_KEY_GQL = """
+mutation DeleteApiKey($id: String!) {
+ result: deleteApiKey(input: {id: $id}) {
+ success
+ }
+}
+"""
+
+GENERATE_API_KEY_GQL = """
+mutation GenerateApiKey($description: String) {
+ result: generateApiKey(input: {description: $description}) {
+ apiKey {
+ ...ApiKeyFragment
+ }
+ }
+}
+
+fragment ApiKeyFragment on ApiKey {
+ id
+ name
+ description
+}
+"""
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/search_users.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/search_users.py
new file mode 100644
index 0000000000000000000000000000000000000000..4bcce4995139fc80cf9477b9274ff8ef919bc079
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/_generated/search_users.py
@@ -0,0 +1,27 @@
+# Generated by ariadne-codegen
+# Source: tools/graphql_codegen/api/
+
+from __future__ import annotations
+
+from typing import List, Optional
+
+from wandb._pydantic import GQLResult
+
+from .fragments import UserFragment
+
+
+class SearchUsers(GQLResult):
+ users: Optional[SearchUsersUsers]
+
+
+class SearchUsersUsers(GQLResult):
+ edges: List[SearchUsersUsersEdges]
+
+
+class SearchUsersUsersEdges(GQLResult):
+ node: Optional[UserFragment]
+
+
+SearchUsers.model_rebuild()
+SearchUsersUsers.model_rebuild()
+SearchUsersUsersEdges.model_rebuild()
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/attrs.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/attrs.py
new file mode 100644
index 0000000000000000000000000000000000000000..39bc5b633473b2cd6aeb0a32a3681c0003dec4c9
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/attrs.py
@@ -0,0 +1,53 @@
+from __future__ import annotations
+
+from collections.abc import Mapping
+from typing import Any
+
+import wandb
+
+from ..sdk.lib import ipython
+
+
+class Attrs:
+ def __init__(self, attrs: Mapping[str, Any]):
+ self._attrs = dict(attrs)
+
+ def snake_to_camel(self, string):
+ camel = "".join([i.title() for i in string.split("_")])
+ return camel[0].lower() + camel[1:]
+
+ def display(self, height=420, hidden=False) -> bool:
+ """Display this object in jupyter."""
+ if wandb.run and wandb.run._settings.silent:
+ return False
+
+ if not ipython.in_jupyter():
+ return False
+
+ html = self.to_html(height, hidden)
+ if html is None:
+ wandb.termwarn("This object does not support `.display()`")
+ return False
+
+ try:
+ from IPython import display
+ except ImportError:
+ wandb.termwarn(".display() only works in jupyter environments")
+ return False
+
+ display.display(display.HTML(html))
+ return True
+
+ def to_html(self, *args, **kwargs):
+ return None
+
+ def __getattr__(self, name):
+ key = self.snake_to_camel(name)
+ if key == "user":
+ raise AttributeError
+ if key in self._attrs:
+ return self._attrs[key]
+ elif name in self._attrs:
+ return self._attrs[name]
+ else:
+ raise AttributeError(f"{repr(self)!r} object has no attribute {name!r}")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/importers/__init__.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/importers/__init__.py
new file mode 100644
index 0000000000000000000000000000000000000000..0266b9f204d4a5487c5d66a6d2487c3670055082
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/importers/__init__.py
@@ -0,0 +1 @@
+from .internals.util import Namespace
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/internal.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/internal.py
new file mode 100644
index 0000000000000000000000000000000000000000..6094c358f8bf26758beb0377a8ddf805534a7f7c
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/internal.py
@@ -0,0 +1,230 @@
+from __future__ import annotations
+
+from typing import Any
+
+from wandb.sdk.internal.internal_api import Api as InternalApi
+
+
+class Api:
+ """Internal proxy to the official internal API."""
+
+ # TODO: Move these methods to PublicApi.
+
+ def __init__(self, *args: Any, **kwargs: Any) -> None:
+ self._api_args = args
+ self._api_kwargs = kwargs
+ self._api = None
+
+ def __getstate__(self):
+ """Use for serializing.
+
+ self._api is not serializable, so it's dropped
+ """
+ state = self.__dict__.copy()
+ del state["_api"]
+ return state
+
+ def __setstate__(self, state):
+ """Used for deserializing.
+
+ Don't need to set self._api because it's constructed when needed.
+ """
+ self.__dict__.update(state)
+ self._api = None
+
+ @property
+ def api(self) -> InternalApi:
+ # This is a property in order to delay construction of Internal API
+ # for as long as possible. If constructed in constructor, then the
+ # whole InternalAPI is started when simply importing wandb.
+ if self._api is None:
+ self._api = InternalApi(*self._api_args, **self._api_kwargs)
+ return self._api
+
+ @property
+ def api_key(self):
+ return self.api.api_key
+
+ @property
+ def is_authenticated(self):
+ return self.api.access_token is not None or self.api.api_key is not None
+
+ @property
+ def api_url(self):
+ return self.api.api_url
+
+ @property
+ def app_url(self):
+ return self.api.app_url
+
+ @property
+ def default_entity(self):
+ return self.api.default_entity
+
+ def validate_api_key(self) -> bool:
+ """Returns whether the API key stored on initialization is valid."""
+ return self.api.validate_api_key()
+
+ def file_current(self, *args):
+ return self.api.file_current(*args)
+
+ def download_file(self, *args, **kwargs):
+ return self.api.download_file(*args, **kwargs)
+
+ def download_write_file(self, *args, **kwargs):
+ return self.api.download_write_file(*args, **kwargs)
+
+ def set_current_run_id(self, run_id):
+ return self.api.set_current_run_id(run_id)
+
+ def viewer(self):
+ return self.api.viewer()
+
+ def max_cli_version(self):
+ return self.api.max_cli_version()
+
+ def viewer_server_info(self):
+ return self.api.viewer_server_info()
+
+ def list_projects(self, entity=None):
+ return self.api.list_projects(entity=entity)
+
+ def format_project(self, project):
+ return self.api.format_project(project)
+
+ def upsert_project(self, project, id=None, description=None, entity=None):
+ return self.api.upsert_project(
+ project, id=id, description=description, entity=entity
+ )
+
+ def upsert_run(self, *args, **kwargs):
+ return self.api.upsert_run(*args, **kwargs)
+
+ def settings(self, *args, **kwargs):
+ return self.api.settings(*args, **kwargs)
+
+ def clear_setting(self, key: str) -> None:
+ return self.api.clear_setting(key)
+
+ def set_setting(self, key: str, value: Any) -> None:
+ return self.api.set_setting(key, value)
+
+ def parse_slug(self, *args, **kwargs):
+ return self.api.parse_slug(*args, **kwargs)
+
+ def download_url(self, *args, **kwargs):
+ return self.api.download_url(*args, **kwargs)
+
+ def download_urls(self, *args, **kwargs):
+ return self.api.download_urls(*args, **kwargs)
+
+ def push(self, *args, **kwargs):
+ return self.api.push(*args, **kwargs)
+
+ def sweep(self, *args, **kwargs):
+ return self.api.sweep(*args, **kwargs)
+
+ def upsert_sweep(self, *args, **kwargs):
+ return self.api.upsert_sweep(*args, **kwargs)
+
+ def set_sweep_state(self, *args, **kwargs):
+ return self.api.set_sweep_state(*args, **kwargs)
+
+ def get_sweep_state(self, *args, **kwargs):
+ return self.api.get_sweep_state(*args, **kwargs)
+
+ def stop_sweep(self, *args, **kwargs):
+ return self.api.stop_sweep(*args, **kwargs)
+
+ def cancel_sweep(self, *args, **kwargs):
+ return self.api.cancel_sweep(*args, **kwargs)
+
+ def pause_sweep(self, *args, **kwargs):
+ return self.api.pause_sweep(*args, **kwargs)
+
+ def resume_sweep(self, *args, **kwargs):
+ return self.api.resume_sweep(*args, **kwargs)
+
+ def register_agent(self, *args, **kwargs):
+ return self.api.register_agent(*args, **kwargs)
+
+ def agent_heartbeat(self, *args, **kwargs):
+ return self.api.agent_heartbeat(*args, **kwargs)
+
+ def use_artifact(self, *args, **kwargs):
+ return self.api.use_artifact(*args, **kwargs)
+
+ def create_artifact(self, *args, **kwargs):
+ return self.api.create_artifact(*args, **kwargs)
+
+ def complete_multipart_upload_artifact(self, *args, **kwargs):
+ return self.api.complete_multipart_upload_artifact(*args, **kwargs)
+
+ def run_config(self, *args, **kwargs):
+ return self.api.run_config(*args, **kwargs)
+
+ def upload_file_retry(self, *args, **kwargs):
+ return self.api.upload_file_retry(*args, **kwargs)
+
+ def upload_multipart_file_chunk_retry(self, *args, **kwargs):
+ return self.api.upload_multipart_file_chunk_retry(*args, **kwargs)
+
+ def get_run_info(self, *args, **kwargs):
+ return self.api.get_run_info(*args, **kwargs)
+
+ def get_run_state(self, *args, **kwargs):
+ return self.api.get_run_state(*args, **kwargs)
+
+ def entity_is_team(self, *args, **kwargs):
+ return self.api.entity_is_team(*args, **kwargs)
+
+ def get_project_run_queues(self, *args, **kwargs):
+ return self.api.get_project_run_queues(*args, **kwargs)
+
+ def push_to_run_queue(self, *args, **kwargs):
+ return self.api.push_to_run_queue(*args, **kwargs)
+
+ def pop_from_run_queue(self, *args, **kwargs):
+ return self.api.pop_from_run_queue(*args, **kwargs)
+
+ def ack_run_queue_item(self, *args, **kwargs):
+ return self.api.ack_run_queue_item(*args, **kwargs)
+
+ def create_launch_agent(self, *args, **kwargs):
+ return self.api.create_launch_agent(*args, **kwargs)
+
+ def create_default_resource_config(self, *args, **kwargs):
+ return self.api.create_default_resource_config(*args, **kwargs)
+
+ def create_run_queue(self, *args, **kwargs):
+ return self.api.create_run_queue(*args, **kwargs)
+
+ def upsert_run_queue(self, *args, **kwargs):
+ return self.api.upsert_run_queue(*args, **kwargs)
+
+ def create_custom_chart(self, *args, **kwargs):
+ return self.api.create_custom_chart(*args, **kwargs)
+
+ def update_launch_agent_status(self, *args, **kwargs):
+ return self.api.update_launch_agent_status(*args, **kwargs)
+
+ def launch_agent_introspection(self, *args, **kwargs):
+ return self.api.launch_agent_introspection(*args, **kwargs)
+
+ def fail_run_queue_item_introspection(self, *args, **kwargs):
+ return self.api.fail_run_queue_item_introspection(*args, **kwargs)
+
+ def fail_run_queue_item(self, *args, **kwargs):
+ return self.api.fail_run_queue_item(*args, **kwargs)
+
+ def update_run_queue_item_warning(self, *args, **kwargs):
+ return self.api.update_run_queue_item_warning(*args, **kwargs)
+
+ def get_launch_agent(self, *args, **kwargs):
+ return self.api.get_launch_agent(*args, **kwargs)
+
+ def stop_run(self, *args, **kwargs):
+ return self.api.stop_run(*args, **kwargs)
+
+
+__all__ = ["Api"]
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/normalize.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/normalize.py
new file mode 100644
index 0000000000000000000000000000000000000000..e225faf77db49ff0768d065809d082c2ec0f74d4
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/normalize.py
@@ -0,0 +1,84 @@
+"""normalize."""
+
+from __future__ import annotations
+
+import ast
+import sys
+from functools import wraps
+from typing import Callable, TypeVar
+
+from wandb_gql.client import RetryError
+
+from wandb import env
+from wandb.errors import CommError, Error
+from wandb.util import parse_backend_error_messages
+
+_F = TypeVar("_F", bound=Callable)
+
+
+def normalize_exceptions(func: _F) -> _F:
+ """Function decorator for catching common errors and re-raising as wandb.Error."""
+
+ @wraps(func)
+ def wrapper(*args, **kwargs):
+ import requests
+
+ message = "Whoa, you found a bug."
+ try:
+ return func(*args, **kwargs)
+
+ except requests.HTTPError as error:
+ errors = parse_backend_error_messages(error.response)
+ status = error.response.status_code
+
+ if errors:
+ message = f"HTTP {status}: {'; '.join(errors)}"
+ elif error.response.text:
+ message = f"HTTP {status}: {error.response.text}"
+ elif error.response.reason:
+ # Visually different to distinguish backend errors from
+ # standard HTTP status descriptions.
+ message = f"HTTP {status} ({error.response.reason})"
+ else:
+ message = f"HTTP {status}"
+
+ raise CommError(message, error)
+
+ except RetryError as err:
+ if (
+ "response" in dir(err.last_exception)
+ and err.last_exception.response is not None
+ ):
+ try:
+ message = err.last_exception.response.json().get(
+ "errors", [{"message": message}]
+ )[0]["message"]
+ except ValueError:
+ message = err.last_exception.response.text
+ else:
+ message = err.last_exception
+
+ if env.is_debug():
+ raise err.last_exception.with_traceback(sys.exc_info()[2])
+ else:
+ raise CommError(message, err.last_exception).with_traceback(
+ sys.exc_info()[2]
+ )
+ except Error:
+ raise
+ except Exception as err:
+ # gql raises server errors with dict's as strings...
+ if len(err.args) > 0:
+ payload = err.args[0]
+ else:
+ payload = err
+ if str(payload).startswith("{"):
+ message = ast.literal_eval(str(payload))["message"]
+ else:
+ message = str(err)
+ if env.is_debug():
+ raise
+ else:
+ raise CommError(message, err).with_traceback(sys.exc_info()[2])
+
+ return wrapper
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/paginator.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/paginator.py
new file mode 100644
index 0000000000000000000000000000000000000000..eb14d7d0a6476dc4f9b0082afbbebb3af7204648
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/apis/paginator.py
@@ -0,0 +1,181 @@
+from __future__ import annotations
+
+from abc import ABC, abstractmethod
+from collections.abc import Iterable, Iterator, Mapping, Sized
+from typing import TYPE_CHECKING, Any, ClassVar, Generic, TypeVar, overload
+
+import wandb
+from wandb._strutils import nameof
+
+if TYPE_CHECKING:
+ from wandb_graphql.language.ast import Document
+
+ from wandb._pydantic import Connection
+ from wandb.apis.public.api import RetryingClient
+
+_WandbT = TypeVar("_WandbT")
+"""Generic type variable for a W&B object."""
+
+_NodeT = TypeVar("_NodeT")
+"""Generic type variable for a parsed GraphQL relay node."""
+
+
+class Paginator(Iterator[_WandbT], ABC):
+ """An iterator for paginated objects from GraphQL requests."""
+
+ QUERY: Document | ClassVar[Document | None]
+
+ def __init__(
+ self,
+ client: RetryingClient,
+ variables: Mapping[str, Any],
+ per_page: int = 50, # We don't allow unbounded paging
+ ):
+ self.client = client
+
+ # shallow copy partly guards against mutating the original input
+ self.variables: dict[str, Any] = dict(variables)
+
+ self.per_page: int = per_page
+ self.objects: list[_WandbT] = []
+ self.index: int = -1
+ self.last_response: object | None = None
+
+ def __iter__(self) -> Iterator[_WandbT]:
+ self.index = -1
+ return self
+
+ @property
+ @abstractmethod
+ def more(self) -> bool:
+ """Whether there are more pages to be fetched."""
+ raise NotImplementedError
+
+ @property
+ @abstractmethod
+ def cursor(self) -> str | None:
+ """The start cursor to use for the next fetched page."""
+ raise NotImplementedError
+
+ @abstractmethod
+ def convert_objects(self) -> Iterable[_WandbT]:
+ """Convert the last fetched response data into the iterated objects."""
+ raise NotImplementedError
+
+ def update_variables(self) -> None:
+ """Update the query variables for the next page fetch."""
+ self.variables.update({"perPage": self.per_page, "cursor": self.cursor})
+
+ def _update_response(self) -> None:
+ """Fetch and store the response data for the next page."""
+ self.last_response = self.client.execute(
+ self.QUERY, variable_values=self.variables
+ )
+
+ def _load_page(self) -> bool:
+ """Fetch the next page, if any, returning True and storing the response if there was one."""
+ if not self.more:
+ return False
+ self.update_variables()
+ self._update_response()
+ self.objects.extend(self.convert_objects())
+ return True
+
+ @overload
+ def __getitem__(self, index: int) -> _WandbT: ...
+ @overload
+ def __getitem__(self, index: slice) -> list[_WandbT]: ...
+
+ def __getitem__(self, index: int | slice) -> _WandbT | list[_WandbT]:
+ loaded = True
+ stop = index.stop if isinstance(index, slice) else index
+ while loaded and stop > len(self.objects) - 1:
+ loaded = self._load_page()
+ return self.objects[index]
+
+ def __next__(self) -> _WandbT:
+ self.index += 1
+ if len(self.objects) <= self.index:
+ if not self._load_page():
+ raise StopIteration
+ if len(self.objects) <= self.index:
+ raise StopIteration
+ return self.objects[self.index]
+
+ next = __next__
+
+
+class SizedPaginator(Paginator[_WandbT], Sized, ABC):
+ """A Paginator for objects with a known total count."""
+
+ @property
+ def length(self) -> int | None:
+ wandb.termwarn(
+ (
+ "`.length` is deprecated and will be removed in a future version. "
+ "Use `len(...)` instead."
+ ),
+ repeat=False,
+ )
+ return len(self)
+
+ def __len__(self) -> int:
+ if self._length is None:
+ self._load_page()
+ if self._length is None:
+ raise ValueError("Object doesn't provide length")
+ return self._length
+
+ @property
+ @abstractmethod
+ def _length(self) -> int | None:
+ raise NotImplementedError
+
+
+class RelayPaginator(Paginator[_WandbT], Generic[_NodeT, _WandbT], ABC):
+ """A Paginator for GQL relay-style nodes parsed via Pydantic.
+
+
+ """
+
+ last_response: Connection[_NodeT] | None
+
+ @property
+ def more(self) -> bool:
+ return (conn := self.last_response) is None or conn.has_next
+
+ @property
+ def cursor(self) -> str | None:
+ return conn.next_cursor if (conn := self.last_response) else None
+
+ @abstractmethod
+ def _convert(self, node: _NodeT) -> _WandbT | Any:
+ """Convert a parsed GraphQL node into the iterated object.
+
+ If a falsey value is returned, it will be skipped during iteration.
+ """
+ raise NotImplementedError
+
+ def convert_objects(self) -> Iterable[_WandbT]:
+ # Default implementation. Subclasses can override this if if more complex
+ # logic is needed, but ideally most shouldn't need to.
+ if conn := self.last_response:
+ yield from filter(None, map(self._convert, conn.nodes()))
+
+
+class SizedRelayPaginator(RelayPaginator[_NodeT, _WandbT], Sized, ABC):
+ """A Paginator for GQL nodes parsed via Pydantic, with a known total count.
+
+
+ """
+
+ last_response: Connection[_NodeT] | None
+
+ def __len__(self) -> int:
+ """Returns the total number of objects to expect."""
+ # If the first page hasn't been fetched yet, do that first
+ if self.last_response is None:
+ self._load_page()
+ if (conn := self.last_response) and (total := conn.total_count) is not None:
+ return total
+ raise NotImplementedError(f"{nameof(type(self))!r} doesn't provide length")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/data_types.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/data_types.py
new file mode 100644
index 0000000000000000000000000000000000000000..f28e283d8436d1b366cb59ba66d4171df88bcda7
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/data_types.py
@@ -0,0 +1,66 @@
+"""This module defines data types for logging rich, interactive visualizations to W&B.
+
+Data types include common media types, like images, audio, and videos,
+flexible containers for information, like tables and HTML, and more.
+
+For more on logging media, see [our guide](https://docs.wandb.com/guides/track/log/media)
+
+For more on logging structured data for interactive dataset and model analysis,
+see [our guide to W&B Tables](https://docs.wandb.com/guides/models/tables/).
+
+All of these special data types are subclasses of WBValue. All the data types
+serialize to JSON, since that is what wandb uses to save the objects locally
+and upload them to the W&B server.
+"""
+
+from .sdk.data_types.audio import Audio
+from .sdk.data_types.base_types.media import BatchableMedia, Media
+from .sdk.data_types.base_types.wb_value import WBValue
+from .sdk.data_types.bokeh import Bokeh
+from .sdk.data_types.graph import Graph, Node
+from .sdk.data_types.helper_types.bounding_boxes_2d import BoundingBoxes2D
+from .sdk.data_types.helper_types.classes import Classes
+from .sdk.data_types.helper_types.image_mask import ImageMask
+from .sdk.data_types.histogram import Histogram
+from .sdk.data_types.html import Html
+from .sdk.data_types.image import Image
+from .sdk.data_types.molecule import Molecule
+from .sdk.data_types.object_3d import Object3D, box3d
+from .sdk.data_types.plotly import Plotly
+from .sdk.data_types.saved_model import _SavedModel
+from .sdk.data_types.table import JoinedTable, PartitionedTable, Table
+from .sdk.data_types.trace_tree import WBTraceTree
+from .sdk.data_types.video import Video
+
+# Note: we are importing everything from the sdk/data_types to maintain a namespace for now.
+# Once we fully type this file and move it all into sdk, then we will need to clean up the
+# other internal imports
+
+__all__ = [
+ # Untyped Exports
+ "Audio",
+ "Table",
+ "JoinedTable",
+ "PartitionedTable",
+ "Bokeh",
+ "Node",
+ "Graph",
+ # Typed Exports
+ "Histogram",
+ "Html",
+ "Image",
+ "Molecule",
+ "box3d",
+ "Object3D",
+ "Plotly",
+ "Video",
+ "WBTraceTree",
+ "_SavedModel",
+ "WBValue",
+ "Media",
+ "BatchableMedia",
+ # Typed Legacy Exports (I'd like to remove these)
+ "ImageMask",
+ "BoundingBoxes2D",
+ "Classes",
+]
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/env.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/env.py
new file mode 100644
index 0000000000000000000000000000000000000000..d4a2b7c05453a3b9c0507ee1fe700d3a44fa7a18
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/env.py
@@ -0,0 +1,535 @@
+"""All of W&B's environment variables.
+
+Getters and putters for all of them should go here. That way it'll be easier to
+avoid typos with names and be consistent about environment variables' semantics.
+
+Environment variables are not the authoritative source for these values in many
+cases.
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import sys
+from collections.abc import MutableMapping
+from pathlib import Path
+
+import platformdirs
+
+CONFIG_PATHS = "WANDB_CONFIG_PATHS"
+SWEEP_PARAM_PATH = "WANDB_SWEEP_PARAM_PATH"
+SHOW_RUN = "WANDB_SHOW_RUN"
+DEBUG = "WANDB_DEBUG"
+SILENT = "WANDB_SILENT"
+QUIET = "WANDB_QUIET"
+INITED = "WANDB_INITED"
+DIR = "WANDB_DIR"
+# Deprecate DESCRIPTION in a future release
+DESCRIPTION = "WANDB_DESCRIPTION"
+NAME = "WANDB_NAME"
+NOTEBOOK_NAME = "WANDB_NOTEBOOK_NAME"
+NOTES = "WANDB_NOTES"
+USERNAME = "WANDB_USERNAME"
+USER_EMAIL = "WANDB_USER_EMAIL"
+PROJECT = "WANDB_PROJECT"
+ENTITY = "WANDB_ENTITY"
+ORGANIZATION = "WANDB_ORGANIZATION"
+BASE_URL = "WANDB_BASE_URL"
+APP_URL = "WANDB_APP_URL"
+PROGRAM = "WANDB_PROGRAM"
+ARGS = "WANDB_ARGS"
+MODE = "WANDB_MODE"
+START_METHOD = "WANDB_START_METHOD"
+RESUME = "WANDB_RESUME"
+RUN_ID = "WANDB_RUN_ID"
+RUN_STORAGE_ID = "WANDB_RUN_STORAGE_ID"
+RUN_GROUP = "WANDB_RUN_GROUP"
+RUN_DIR = "WANDB_RUN_DIR"
+SWEEP_ID = "WANDB_SWEEP_ID"
+HTTP_TIMEOUT = "WANDB_HTTP_TIMEOUT"
+FILE_PUSHER_TIMEOUT = "WANDB_FILE_PUSHER_TIMEOUT"
+API_KEY = "WANDB_API_KEY"
+IDENTITY_TOKEN_FILE = "WANDB_IDENTITY_TOKEN_FILE"
+CREDENTIALS_FILE = "WANDB_CREDENTIALS_FILE"
+JOB_TYPE = "WANDB_JOB_TYPE"
+DISABLE_CODE = "WANDB_DISABLE_CODE"
+DISABLE_GIT = "WANDB_DISABLE_GIT"
+GIT_ROOT = "WANDB_GIT_ROOT"
+SAVE_CODE = "WANDB_SAVE_CODE"
+TAGS = "WANDB_TAGS"
+IGNORE = "WANDB_IGNORE_GLOBS"
+ERROR_REPORTING = "WANDB_ERROR_REPORTING"
+CORE_DEBUG = "WANDB_CORE_DEBUG"
+DOCKER = "WANDB_DOCKER"
+AGENT_REPORT_INTERVAL = "WANDB_AGENT_REPORT_INTERVAL"
+AGENT_KILL_DELAY = "WANDB_AGENT_KILL_DELAY"
+AGENT_DISABLE_FLAPPING = "WANDB_AGENT_DISABLE_FLAPPING"
+AGENT_MAX_INITIAL_FAILURES = "WANDB_AGENT_MAX_INITIAL_FAILURES"
+CRASH_NOSYNC_TIME = "WANDB_CRASH_NOSYNC_TIME"
+MAGIC = "WANDB_MAGIC"
+HOST = "WANDB_HOST"
+ANONYMOUS = "WANDB_ANONYMOUS"
+JUPYTER = "WANDB_JUPYTER"
+CONFIG_DIR = "WANDB_CONFIG_DIR"
+DATA_DIR = "WANDB_DATA_DIR"
+ARTIFACT_DIR = "WANDB_ARTIFACT_DIR"
+ARTIFACT_FETCH_FILE_URL_BATCH_SIZE = "WANDB_ARTIFACT_FETCH_FILE_URL_BATCH_SIZE"
+CACHE_DIR = "WANDB_CACHE_DIR"
+DISABLE_SSL = "WANDB_INSECURE_DISABLE_SSL"
+SERVICE = "WANDB_SERVICE"
+SENTRY_DSN = "WANDB_SENTRY_DSN"
+INIT_TIMEOUT = "WANDB_INIT_TIMEOUT"
+GIT_COMMIT = "WANDB_GIT_COMMIT"
+GIT_REMOTE_URL = "WANDB_GIT_REMOTE_URL"
+_EXECUTABLE = "WANDB_X_EXECUTABLE"
+LAUNCH_QUEUE_NAME = "WANDB_LAUNCH_QUEUE_NAME"
+LAUNCH_QUEUE_ENTITY = "WANDB_LAUNCH_QUEUE_ENTITY"
+LAUNCH_TRACE_ID = "WANDB_LAUNCH_TRACE_ID"
+ENABLE_DCGM_PROFILING = "WANDB_ENABLE_DCGM_PROFILING"
+
+# For testing, to be removed in future version
+USE_V1_ARTIFACTS = "_WANDB_USE_V1_ARTIFACTS"
+
+
+def immutable_keys() -> list[str]:
+ """These are env keys that shouldn't change within a single process.
+
+ We use this to maintain certain values between multiple calls to wandb.init within a single process.
+ """
+ return [
+ DIR,
+ ENTITY,
+ PROJECT,
+ API_KEY,
+ IGNORE,
+ DISABLE_CODE,
+ DISABLE_GIT,
+ DOCKER,
+ MODE,
+ BASE_URL,
+ ERROR_REPORTING,
+ CRASH_NOSYNC_TIME,
+ MAGIC,
+ USERNAME,
+ USER_EMAIL,
+ DIR,
+ SILENT,
+ CONFIG_PATHS,
+ ANONYMOUS,
+ RUN_GROUP,
+ JOB_TYPE,
+ TAGS,
+ RESUME,
+ AGENT_REPORT_INTERVAL,
+ HTTP_TIMEOUT,
+ HOST,
+ DATA_DIR,
+ ARTIFACT_DIR,
+ ARTIFACT_FETCH_FILE_URL_BATCH_SIZE,
+ CACHE_DIR,
+ USE_V1_ARTIFACTS,
+ DISABLE_SSL,
+ IDENTITY_TOKEN_FILE,
+ CREDENTIALS_FILE,
+ ]
+
+
+def _env_as_bool(
+ var: str, default: str | None = None, env: MutableMapping | None = None
+) -> bool:
+ if env is None:
+ env = os.environ
+ val = env.get(var, default)
+ if not isinstance(val, str):
+ return False
+ try:
+ return strtobool(val)
+ except ValueError:
+ return False
+
+
+def is_debug(default: str | None = None, env: MutableMapping | None = None) -> bool:
+ return _env_as_bool(DEBUG, default=default, env=env)
+
+
+def is_offline(env: MutableMapping | None = None) -> bool:
+ if env is None:
+ env = os.environ
+ return env.get(MODE) == "offline"
+
+
+def is_quiet() -> bool:
+ return _env_as_bool(QUIET, default="false")
+
+
+def is_silent() -> bool:
+ return _env_as_bool(SILENT, default="false")
+
+
+def error_reporting_enabled() -> bool:
+ return _env_as_bool(ERROR_REPORTING, default="True")
+
+
+def core_debug(default: str | None = None) -> bool:
+ return _env_as_bool(CORE_DEBUG, default=default) or is_debug()
+
+
+def ssl_disabled() -> bool:
+ return _env_as_bool(DISABLE_SSL, default="False")
+
+
+def dcgm_profiling_enabled() -> bool:
+ """Checks whether collecting profiling metrics for Nvidia GPUs using DCGM is requested.
+
+ Note: Enabling this feature can lead to increased resource usage
+ compared to standard monitoring.
+ Requires the `nvidia-dcgm` service to be running on the machine.
+ """
+ return _env_as_bool(ENABLE_DCGM_PROFILING, default="False")
+
+
+def get_error_reporting(
+ default: bool | str = True,
+ env: MutableMapping | None = None,
+) -> bool | str:
+ if env is None:
+ env = os.environ
+
+ return env.get(ERROR_REPORTING, default)
+
+
+def get_run(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(RUN_ID, default)
+
+
+def get_args(
+ default: list[str] | None = None, env: MutableMapping | None = None
+) -> list[str] | None:
+ if env is None:
+ env = os.environ
+ if env.get(ARGS):
+ try:
+ return json.loads(env.get(ARGS, "[]")) # type: ignore
+ except ValueError:
+ return None
+ else:
+ return default or sys.argv[1:]
+
+
+def get_docker(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(DOCKER, default)
+
+
+def get_http_timeout(default: int = 20, env: MutableMapping | None = None) -> int:
+ if env is None:
+ env = os.environ
+
+ return int(env.get(HTTP_TIMEOUT, default))
+
+
+def get_file_pusher_timeout(
+ default: int | None = None,
+ env: MutableMapping | None = None,
+) -> int | None:
+ if env is None:
+ env = os.environ
+
+ timeout = env.get(FILE_PUSHER_TIMEOUT, default)
+ return int(timeout) if timeout else None
+
+
+def get_ignore(
+ default: list[str] | None = None, env: MutableMapping | None = None
+) -> list[str] | None:
+ if env is None:
+ env = os.environ
+ ignore = env.get(IGNORE)
+ if ignore is not None:
+ return ignore.split(",")
+ else:
+ return default
+
+
+def get_project(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(PROJECT, default)
+
+
+def get_username(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(USERNAME, default)
+
+
+def get_user_email(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(USER_EMAIL, default)
+
+
+def get_entity(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(ENTITY, default)
+
+
+def get_organization(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(ORGANIZATION, default)
+
+
+def get_base_url(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(BASE_URL, default)
+
+
+def get_app_url(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(APP_URL, default)
+
+
+def get_show_run(default: str | None = None, env: MutableMapping | None = None) -> bool:
+ if env is None:
+ env = os.environ
+
+ return bool(env.get(SHOW_RUN, default))
+
+
+def get_description(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+
+ return env.get(DESCRIPTION, default)
+
+
+def get_tags(default: str = "", env: MutableMapping | None = None) -> list[str]:
+ if env is None:
+ env = os.environ
+
+ return [tag for tag in env.get(TAGS, default).split(",") if tag]
+
+
+def get_dir(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+ return env.get(DIR, default)
+
+
+def get_config_paths(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+ return env.get(CONFIG_PATHS, default)
+
+
+def get_agent_report_interval(
+ default: str | None = None, env: MutableMapping | None = None
+) -> int | None:
+ if env is None:
+ env = os.environ
+ val = env.get(AGENT_REPORT_INTERVAL, default)
+ try:
+ val = int(val) # type: ignore
+ except ValueError:
+ val = None # silently ignore env format errors, caller should handle.
+ return val
+
+
+def get_agent_kill_delay(
+ default: str | None = None, env: MutableMapping | None = None
+) -> int | None:
+ if env is None:
+ env = os.environ
+ val = env.get(AGENT_KILL_DELAY, default)
+ try:
+ val = int(val) # type: ignore
+ except ValueError:
+ val = None # silently ignore env format errors, caller should handle.
+ return val
+
+
+def get_crash_nosync_time(
+ default: str | None = None, env: MutableMapping | None = None
+) -> int | None:
+ if env is None:
+ env = os.environ
+ val = env.get(CRASH_NOSYNC_TIME, default)
+ try:
+ val = int(val) # type: ignore
+ except ValueError:
+ val = None # silently ignore env format errors, caller should handle.
+ return val
+
+
+def get_magic(
+ default: str | None = None, env: MutableMapping | None = None
+) -> str | None:
+ if env is None:
+ env = os.environ
+ val = env.get(MAGIC, default)
+ return val
+
+
+def get_data_dir(env: MutableMapping | None = None) -> str:
+ default_dir = platformdirs.user_data_dir("wandb")
+ if env is None:
+ env = os.environ
+ val = env.get(DATA_DIR, default_dir)
+ return val
+
+
+def get_artifact_dir(env: MutableMapping | None = None) -> str:
+ default_dir = os.path.join(".", "artifacts")
+ if env is None:
+ env = os.environ
+ val = env.get(ARTIFACT_DIR, default_dir)
+ return os.path.abspath(str(val))
+
+
+def get_artifact_fetch_file_url_batch_size(env: MutableMapping | None = None) -> int:
+ default_batch_size = 5000
+ if env is None:
+ env = os.environ
+ val = int(env.get(ARTIFACT_FETCH_FILE_URL_BATCH_SIZE, default_batch_size))
+ return val
+
+
+def get_cache_dir(env: MutableMapping | None = None) -> Path:
+ env = env or os.environ
+ return Path(env.get(CACHE_DIR, platformdirs.user_cache_dir("wandb")))
+
+
+def get_use_v1_artifacts(env: MutableMapping | None = None) -> bool:
+ if env is None:
+ env = os.environ
+ val = bool(env.get(USE_V1_ARTIFACTS, False))
+ return val
+
+
+def get_agent_max_initial_failures(
+ default: int | None = None, env: MutableMapping | None = None
+) -> int | None:
+ if env is None:
+ env = os.environ
+ val = env.get(AGENT_MAX_INITIAL_FAILURES, default)
+ try:
+ val = int(val) # type: ignore
+ except ValueError:
+ val = default
+ return val
+
+
+def set_entity(value: str, env: MutableMapping | None = None) -> None:
+ if env is None:
+ env = os.environ
+ env[ENTITY] = value
+
+
+def set_project(value: str, env: MutableMapping | None = None) -> None:
+ if env is None:
+ env = os.environ
+ env[PROJECT] = value or "uncategorized"
+
+
+def should_save_code() -> bool:
+ save_code = _env_as_bool(SAVE_CODE, default="False")
+ code_disabled = _env_as_bool(DISABLE_CODE, default="False")
+ return save_code and not code_disabled
+
+
+def disable_git(env: MutableMapping | None = None) -> bool:
+ if env is None:
+ env = os.environ
+ val = env.get(DISABLE_GIT, default="False")
+ if isinstance(val, str):
+ val = val.lower() != "false"
+ return val
+
+
+def get_launch_queue_name(env: MutableMapping | None = None) -> str | None:
+ if env is None:
+ env = os.environ
+ val = env.get(LAUNCH_QUEUE_NAME, None)
+ return val
+
+
+def get_launch_queue_entity(env: MutableMapping | None = None) -> str | None:
+ if env is None:
+ env = os.environ
+ val = env.get(LAUNCH_QUEUE_ENTITY, None)
+ return val
+
+
+def get_launch_trace_id(env: MutableMapping | None = None) -> str | None:
+ if env is None:
+ env = os.environ
+ val = env.get(LAUNCH_TRACE_ID, None)
+ return val
+
+
+def get_credentials_file(default: str, env: MutableMapping | None = None) -> Path:
+ """Retrieve the path for the credentials file used to save access tokens.
+
+ The credentials file path can be set via an environment variable, otherwise
+ the default path is used.
+ """
+ if env is None:
+ env = os.environ
+ credentials_file = env.get(CREDENTIALS_FILE, default)
+ return Path(credentials_file)
+
+
+def strtobool(val: str) -> bool:
+ """Convert a string representation of truth to true or false.
+
+ Copied from distutils. distutils was removed in Python 3.12.
+ """
+ val = val.lower()
+
+ if val in ("y", "yes", "t", "true", "on", "1"):
+ return True
+ elif val in ("n", "no", "f", "false", "off", "0"):
+ return False
+ else:
+ raise ValueError(f"invalid truth value {val!r}")
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/jupyter.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/jupyter.py
new file mode 100644
index 0000000000000000000000000000000000000000..efac8556b6236d1973b428eb0daeda993c5a80c9
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/jupyter.py
@@ -0,0 +1,505 @@
+from __future__ import annotations
+
+import json
+import logging
+import os
+import re
+import shutil
+import sys
+import traceback
+from base64 import b64encode
+from typing import Any
+
+import IPython
+import IPython.display
+import requests
+from IPython.core.magic import Magics, line_cell_magic, magics_class
+from IPython.core.magic_arguments import argument, magic_arguments, parse_argstring
+from requests.compat import urljoin
+
+import wandb
+import wandb.util
+from wandb.sdk import wandb_setup
+from wandb.sdk.lib import filesystem
+
+logger = logging.getLogger(__name__)
+
+
+def display_if_magic_is_used(run: wandb.Run) -> bool:
+ """Display a run's page if the cell has the %%wandb cell magic.
+
+ Args:
+ run: The run to display.
+
+ Returns:
+ Whether the %%wandb cell magic was present.
+ """
+ if not _current_cell_wandb_magic:
+ return False
+
+ _current_cell_wandb_magic.display_if_allowed(run)
+ return True
+
+
+class _WandbCellMagicState:
+ """State for a cell with the %%wandb cell magic."""
+
+ def __init__(self, *, height: int) -> None:
+ """Initializes the %%wandb cell magic state.
+
+ Args:
+ height: The desired height for displayed iframes.
+ """
+ self._height = height
+ self._already_displayed = False
+
+ def display_if_allowed(self, run: wandb.Run) -> None:
+ """Display a run's iframe if one is not already displayed.
+
+ Args:
+ run: The run to display.
+ """
+ if self._already_displayed:
+ return
+ self._already_displayed = True
+
+ _display_wandb_run(run, height=self._height)
+
+
+_current_cell_wandb_magic: _WandbCellMagicState | None = None
+
+
+def _display_by_wandb_path(path: str, *, height: int) -> None:
+ """Display a wandb object (usually in an iframe) given its URI.
+
+ Args:
+ path: A path to a run, sweep, project, report, etc.
+ height: Height of the iframe in pixels.
+ """
+ api = wandb.Api()
+
+ try:
+ obj = api.from_path(path)
+
+ IPython.display.display_html(
+ obj.to_html(height=height),
+ raw=True,
+ )
+ except wandb.Error:
+ traceback.print_exc()
+ IPython.display.display_html(
+ f"Path {path!r} does not refer to a W&B object you can access.",
+ raw=True,
+ )
+
+
+def _display_wandb_run(run: wandb.Run, *, height: int) -> None:
+ """Display a run (usually in an iframe).
+
+ Args:
+ run: The run to display.
+ height: Height of the iframe in pixels.
+ """
+ IPython.display.display_html(
+ run.to_html(height=height),
+ raw=True,
+ )
+
+
+@magics_class
+class WandBMagics(Magics):
+ def __init__(self, shell):
+ super().__init__(shell)
+
+ @magic_arguments()
+ @argument(
+ "path",
+ default=None,
+ nargs="?",
+ help="The path to a resource you want to display.",
+ )
+ @argument(
+ "-h",
+ "--height",
+ default=420,
+ type=int,
+ help="The height of the iframe in pixels.",
+ )
+ @line_cell_magic
+ def wandb(self, line: str, cell: str | None = None) -> None:
+ """Display wandb resources in Jupyter.
+
+ This can be used as a line magic:
+
+ %wandb USERNAME/PROJECT/runs/RUN_ID
+
+ Or as a cell magic:
+
+ %%wandb -h 1024
+ with wandb.init() as run:
+ run.log({"loss": 1})
+ """
+ global _current_cell_wandb_magic
+
+ args = parse_argstring(self.wandb, line)
+ path: str | None = args.path
+ height: int = args.height
+
+ if path:
+ _display_by_wandb_path(path, height=height)
+ displayed = True
+ elif run := wandb_setup.singleton().most_recent_active_run:
+ _display_wandb_run(run, height=height)
+ displayed = True
+ else:
+ displayed = False
+
+ # If this is being used as a line magic ("%wandb"), we are done.
+ # When used as a cell magic ("%%wandb"), we must run the cell.
+ if cell is None:
+ return
+
+ if not displayed:
+ _current_cell_wandb_magic = _WandbCellMagicState(height=height)
+
+ try:
+ IPython.get_ipython().run_cell(cell)
+ finally:
+ _current_cell_wandb_magic = None
+
+
+def notebook_metadata_from_jupyter_servers_and_kernel_id():
+ # When running in VS Code's notebook extension,
+ # the extension creates a temporary file to start the kernel.
+ # This file is not actually the same as the notebook file.
+ #
+ # The real notebook path is stored in the user namespace
+ # under the key "__vsc_ipynb_file__"
+ try:
+ from IPython import get_ipython
+
+ ipython = get_ipython()
+ if ipython is not None:
+ notebook_path = ipython.kernel.shell.user_ns.get("__vsc_ipynb_file__")
+ if notebook_path:
+ return {
+ "root": os.path.dirname(notebook_path),
+ "path": notebook_path,
+ "name": os.path.basename(notebook_path),
+ }
+ except ModuleNotFoundError:
+ return None
+
+ servers, kernel_id = jupyter_servers_and_kernel_id()
+ for s in servers:
+ if s.get("password"):
+ raise ValueError("Can't query password protected kernel")
+ res = requests.get(
+ urljoin(s["url"], "api/sessions"), params={"token": s.get("token", "")}
+ ).json()
+ for nn in res:
+ if (
+ isinstance(nn, dict)
+ and nn.get("kernel")
+ and "notebook" in nn
+ and nn["kernel"]["id"] == kernel_id
+ ):
+ return {
+ "root": s.get("root_dir", s.get("notebook_dir", os.getcwd())),
+ "path": nn["notebook"]["path"],
+ "name": nn["notebook"]["name"],
+ }
+
+ if not kernel_id:
+ return None
+
+
+def notebook_metadata(silent: bool) -> dict[str, str]:
+ """Attempt to query jupyter for the path and name of the notebook file.
+
+ This can handle different jupyter environments, specifically:
+
+ 1. Colab
+ 2. Kaggle
+ 3. JupyterLab
+ 4. Notebooks
+ 5. Other?
+ """
+ error_message = (
+ "Failed to detect the name of this notebook. You can set it manually"
+ " with the WANDB_NOTEBOOK_NAME environment variable to enable code"
+ " saving."
+ )
+ try:
+ jupyter_metadata = notebook_metadata_from_jupyter_servers_and_kernel_id()
+
+ # Colab:
+ # request the most recent contents
+ ipynb = attempt_colab_load_ipynb()
+ if ipynb is not None and jupyter_metadata is not None:
+ return {
+ "root": "/content",
+ "path": jupyter_metadata["path"],
+ "name": jupyter_metadata["name"],
+ }
+
+ # Kaggle:
+ if wandb.util._is_kaggle():
+ # request the most recent contents
+ ipynb = attempt_kaggle_load_ipynb()
+ if ipynb:
+ return {
+ "root": "/kaggle/working",
+ "path": ipynb["metadata"]["name"],
+ "name": ipynb["metadata"]["name"],
+ }
+
+ if jupyter_metadata:
+ return jupyter_metadata
+ except Exception:
+ logger.exception(error_message)
+
+ wandb.termerror(error_message)
+ return {}
+
+
+def jupyter_servers_and_kernel_id():
+ """Return a list of servers and the current kernel_id.
+
+ Used to query for the name of the notebook.
+ """
+ try:
+ import ipykernel # type: ignore
+
+ kernel_id = re.search(
+ "kernel-(.*).json", ipykernel.connect.get_connection_file()
+ ).group(1)
+ # We're either in jupyterlab or a notebook, lets prefer the newer jupyter_server package
+ serverapp = wandb.util.get_module("jupyter_server.serverapp")
+ notebookapp = wandb.util.get_module("notebook.notebookapp")
+ servers = []
+ if serverapp is not None:
+ servers.extend(list(serverapp.list_running_servers()))
+ if notebookapp is not None:
+ servers.extend(list(notebookapp.list_running_servers()))
+ except (AttributeError, ValueError, ImportError):
+ return [], None
+
+ return servers, kernel_id
+
+
+def attempt_colab_load_ipynb():
+ colab = wandb.util.get_module("google.colab")
+ if colab:
+ # This isn't thread safe, never call in a thread
+ response = colab._message.blocking_request("get_ipynb", timeout_sec=5)
+ if response:
+ return response["ipynb"]
+
+
+def attempt_kaggle_load_ipynb():
+ kaggle = wandb.util.get_module("kaggle_session")
+ if not kaggle:
+ return None
+
+ try:
+ client = kaggle.UserSessionClient()
+ parsed = json.loads(client.get_exportable_ipynb()["source"])
+ # TODO: couldn't find a way to get the name of the notebook...
+ parsed["metadata"]["name"] = "kaggle.ipynb"
+ except Exception:
+ wandb.termerror("Unable to load kaggle notebook.")
+ logger.exception("Unable to load kaggle notebook.")
+ return None
+
+ return parsed
+
+
+class Notebook:
+ def __init__(self, settings: wandb.Settings) -> None:
+ self.outputs: dict[int, Any] = {}
+ self.settings = settings
+ self.shell = IPython.get_ipython()
+
+ def save_display(self, exc_count, data_with_metadata):
+ self.outputs[exc_count] = self.outputs.get(exc_count, [])
+
+ # byte values such as images need to be encoded in base64
+ # otherwise nbformat.v4.new_output will throw a NotebookValidationError
+ data = data_with_metadata["data"]
+ b64_data = {}
+ for key in data:
+ val = data[key]
+ if isinstance(val, bytes):
+ b64_data[key] = b64encode(val).decode("utf-8")
+ else:
+ b64_data[key] = val
+
+ self.outputs[exc_count].append(
+ {"data": b64_data, "metadata": data_with_metadata["metadata"]}
+ )
+
+ def probe_ipynb(self):
+ """Return notebook as dict or None."""
+ relpath = self.settings.x_jupyter_path
+ if relpath and os.path.exists(relpath):
+ with open(relpath) as json_file:
+ data = json.load(json_file)
+ return data
+
+ colab_ipynb = attempt_colab_load_ipynb()
+ if colab_ipynb:
+ return colab_ipynb
+
+ kaggle_ipynb = attempt_kaggle_load_ipynb()
+ if kaggle_ipynb and len(kaggle_ipynb["cells"]) > 0:
+ return kaggle_ipynb
+
+ return
+
+ def save_ipynb(self) -> bool:
+ if not self.settings.save_code:
+ logger.info("not saving jupyter notebook")
+ return False
+ ret = False
+ try:
+ ret = self._save_ipynb()
+ except Exception:
+ wandb.termerror("Failed to save notebook.")
+ logger.exception("Problem saving notebook.")
+ return ret
+
+ def _save_ipynb(self) -> bool:
+ relpath = self.settings.x_jupyter_path
+ logger.info("looking for notebook: %s", relpath)
+ if relpath and os.path.exists(relpath):
+ shutil.copy(
+ relpath,
+ os.path.join(self.settings._tmp_code_dir, os.path.basename(relpath)),
+ )
+ return True
+
+ # TODO: likely only save if the code has changed
+ colab_ipynb = attempt_colab_load_ipynb()
+ if colab_ipynb:
+ try:
+ jupyter_metadata = (
+ notebook_metadata_from_jupyter_servers_and_kernel_id()
+ )
+ nb_name = jupyter_metadata["name"]
+ except Exception:
+ nb_name = "colab.ipynb"
+ if not nb_name.endswith(".ipynb"):
+ nb_name += ".ipynb"
+ with open(
+ os.path.join(
+ self.settings._tmp_code_dir,
+ nb_name,
+ ),
+ "w",
+ encoding="utf-8",
+ ) as f:
+ f.write(json.dumps(colab_ipynb))
+ return True
+
+ kaggle_ipynb = attempt_kaggle_load_ipynb()
+ if kaggle_ipynb and len(kaggle_ipynb["cells"]) > 0:
+ with open(
+ os.path.join(
+ self.settings._tmp_code_dir, kaggle_ipynb["metadata"]["name"]
+ ),
+ "w",
+ encoding="utf-8",
+ ) as f:
+ f.write(json.dumps(kaggle_ipynb))
+ return True
+
+ return False
+
+ def save_history(self, run: wandb.Run):
+ """This saves all cell executions in the current session as a new notebook."""
+ try:
+ from nbformat import v4, validator, write # type: ignore
+ except ImportError:
+ wandb.termerror(
+ "The nbformat package was not found."
+ " It is required to save notebook history."
+ )
+ return
+ # TODO: some tests didn't patch ipython properly?
+ if self.shell is None:
+ return
+ cells = []
+ hist = list(self.shell.history_manager.get_range(output=True))
+ if len(hist) <= 1 or not self.settings.save_code:
+ logger.info("not saving jupyter history")
+ return
+ try:
+ for _, execution_count, exc in hist:
+ if exc[1]:
+ # TODO: capture stderr?
+ outputs = [
+ v4.new_output(output_type="stream", name="stdout", text=exc[1])
+ ]
+ else:
+ outputs = []
+ if self.outputs.get(execution_count):
+ for out in self.outputs[execution_count]:
+ outputs.append(
+ v4.new_output(
+ output_type="display_data",
+ data=out["data"],
+ metadata=out["metadata"] or {},
+ )
+ )
+ cells.append(
+ v4.new_code_cell(
+ execution_count=execution_count, source=exc[0], outputs=outputs
+ )
+ )
+ if hasattr(self.shell, "kernel"):
+ language_info = self.shell.kernel.language_info
+ else:
+ language_info = {"name": "python", "version": sys.version}
+ logger.info("saving %i cells to _session_history.ipynb", len(cells))
+ nb = v4.new_notebook(
+ cells=cells,
+ metadata={
+ "kernelspec": {
+ "display_name": f"Python {sys.version_info[0]}",
+ "name": f"python{sys.version_info[0]}",
+ "language": "python",
+ },
+ "language_info": language_info,
+ },
+ )
+ state_path = os.path.join("code", "_session_history.ipynb")
+ run._set_config_wandb("session_history", state_path)
+ filesystem.mkdir_exists_ok(os.path.join(self.settings.files_dir, "code"))
+ with open(
+ os.path.join(self.settings._tmp_code_dir, "_session_history.ipynb"),
+ "w",
+ encoding="utf-8",
+ ) as f:
+ write(nb, f, version=4)
+ with open(
+ os.path.join(self.settings.files_dir, state_path),
+ "w",
+ encoding="utf-8",
+ ) as f:
+ write(nb, f, version=4)
+ except (OSError, validator.NotebookValidationError):
+ wandb.termerror("Unable to save notebook session history.")
+ logger.exception("Unable to save notebook session history.")
+
+
+def _load_ipython_extension(ipython):
+ """Best-effort auto-registration of W&B magics in notebook contexts."""
+ if ipython is None:
+ return
+
+ try:
+ ipython.register_magics(WandBMagics)
+ except Exception:
+ logger.debug("Failed to register IPython magics.", exc_info=True)
+ return
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/py.typed b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/py.typed
new file mode 100644
index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/sklearn.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/sklearn.py
new file mode 100644
index 0000000000000000000000000000000000000000..5c72b8228b5cb342ba2a217104ee5ce9267a2d2f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/sklearn.py
@@ -0,0 +1,35 @@
+from wandb.integration.sklearn import (
+ plot_calibration_curve,
+ plot_class_proportions,
+ plot_classifier,
+ plot_clusterer,
+ plot_confusion_matrix,
+ plot_elbow_curve,
+ plot_feature_importances,
+ plot_learning_curve,
+ plot_outlier_candidates,
+ plot_precision_recall,
+ plot_regressor,
+ plot_residuals,
+ plot_roc,
+ plot_silhouette,
+ plot_summary_metrics,
+)
+
+__all__ = (
+ "plot_classifier",
+ "plot_clusterer",
+ "plot_regressor",
+ "plot_summary_metrics",
+ "plot_learning_curve",
+ "plot_feature_importances",
+ "plot_class_proportions",
+ "plot_calibration_curve",
+ "plot_roc",
+ "plot_precision_recall",
+ "plot_confusion_matrix",
+ "plot_elbow_curve",
+ "plot_silhouette",
+ "plot_residuals",
+ "plot_outlier_candidates",
+)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/trigger.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/trigger.py
new file mode 100644
index 0000000000000000000000000000000000000000..15b52eec9e121a430ae64f1a5b8265f2cb2b8786
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/trigger.py
@@ -0,0 +1,29 @@
+"""Module to facilitate adding hooks to wandb actions.
+
+Usage:
+ import trigger
+ trigger.register('on_something', func)
+ trigger.call('on_something', *args, **kwargs)
+ trigger.unregister('on_something', func)
+"""
+
+from typing import Any, Callable
+
+_triggers = {}
+
+
+def reset():
+ _triggers.clear()
+
+
+def register(event: str, func: Callable):
+ _triggers.setdefault(event, []).append(func)
+
+
+def call(event_str: str, *args: Any, **kwargs: Any):
+ for func in _triggers.get(event_str, []):
+ func(*args, **kwargs)
+
+
+def unregister(event: str, func: Callable):
+ _triggers[event].remove(func)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/util.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/util.py
new file mode 100644
index 0000000000000000000000000000000000000000..324798de4722427a5f0b16859525d19786d31f92
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/util.py
@@ -0,0 +1,1980 @@
+from __future__ import annotations
+
+import colorsys
+import contextlib
+import dataclasses
+import enum
+import importlib
+import importlib.util
+import itertools
+import json
+import logging
+import math
+import numbers
+import os
+import pathlib
+import platform
+import queue
+import random
+import re
+import secrets
+import shlex
+import socket
+import string
+import sys
+import tarfile
+import tempfile
+import threading
+import time
+import types
+import urllib
+from collections.abc import Iterable, Mapping, Sequence
+from dataclasses import asdict, is_dataclass
+from datetime import date, datetime, timedelta
+from gzip import GzipFile
+from importlib import import_module
+from sys import getsizeof
+from types import ModuleType
+from typing import IO, TYPE_CHECKING, Callable, TextIO, Union
+
+from typing_extensions import Any, Generator, TypeGuard, TypeVar, deprecated
+
+import wandb
+import wandb.env
+from wandb.errors import (
+ AuthenticationError,
+ CommError,
+ UsageError,
+ WandbCoreNotAvailableError,
+)
+from wandb.errors.term import terminput
+from wandb.sdk.lib import filesystem, runid
+from wandb.sdk.lib.json_util import dump, dumps
+from wandb.sdk.lib.paths import FilePathStr, StrPath
+
+if TYPE_CHECKING:
+ from requests import Response
+
+ from wandb.sdk.artifacts.artifact import Artifact
+
+CheckRetryFnType = Callable[[Exception], Union[bool, timedelta]]
+T = TypeVar("T")
+
+
+logger = logging.getLogger(__name__)
+_not_importable = set()
+
+LAUNCH_JOB_ARTIFACT_SLOT_NAME = "_wandb_job"
+
+MAX_LINE_BYTES = (10 << 20) - (100 << 10) # imposed by back end
+IS_GIT = os.path.exists(os.path.join(os.path.dirname(__file__), "..", ".git"))
+
+# From https://docs.docker.com/engine/reference/commandline/tag/
+# "Name components may contain lowercase letters, digits and separators.
+# A separator is defined as a period, one or two underscores, or one or more dashes.
+# A name component may not start or end with a separator."
+DOCKER_IMAGE_NAME_SEPARATOR = "(?:__|[._]|[-]+)"
+RE_DOCKER_IMAGE_NAME_SEPARATOR_START = re.compile("^" + DOCKER_IMAGE_NAME_SEPARATOR)
+RE_DOCKER_IMAGE_NAME_SEPARATOR_END = re.compile(DOCKER_IMAGE_NAME_SEPARATOR + "$")
+RE_DOCKER_IMAGE_NAME_SEPARATOR_REPEAT = re.compile(DOCKER_IMAGE_NAME_SEPARATOR + "{2,}")
+RE_DOCKER_IMAGE_NAME_CHARS = re.compile(r"[^a-z0-9._\-]")
+
+
+POW_10_BYTES = [
+ ("B", 10**0),
+ ("KB", 10**3),
+ ("MB", 10**6),
+ ("GB", 10**9),
+ ("TB", 10**12),
+ ("PB", 10**15),
+ ("EB", 10**18),
+]
+
+POW_2_BYTES = [
+ ("B", 2**0),
+ ("KiB", 2**10),
+ ("MiB", 2**20),
+ ("GiB", 2**30),
+ ("TiB", 2**40),
+ ("PiB", 2**50),
+ ("EiB", 2**60),
+]
+
+
+def vendor_setup() -> Callable:
+ """Create a function that restores user paths after vendor imports.
+
+ This enables us to use the vendor directory for packages we don't depend on. Call
+ the returned function after imports are complete. If you don't you may modify the
+ user's path which is never good.
+
+ Usage:
+
+ ```python
+ reset_path = vendor_setup()
+ # do any vendor imports...
+ reset_path()
+ ```
+ """
+ original_path = [directory for directory in sys.path]
+
+ def reset_import_path() -> None:
+ sys.path = original_path
+
+ parent_dir = os.path.abspath(os.path.dirname(__file__))
+ vendor_dir = os.path.join(parent_dir, "vendor")
+ vendor_packages = (
+ "gql-0.2.0",
+ "graphql-core-1.1",
+ "watchdog_0_9_0",
+ "promise-2.3.0",
+ )
+ package_dirs = [os.path.join(vendor_dir, p) for p in vendor_packages]
+ for p in [vendor_dir] + package_dirs:
+ if p not in sys.path:
+ sys.path.insert(1, p)
+
+ return reset_import_path
+
+
+def vendor_import(name: str) -> Any:
+ reset_path = vendor_setup()
+ module = import_module(name)
+ reset_path()
+ return module
+
+
+class LazyModuleState:
+ def __init__(self, module: types.ModuleType) -> None:
+ self.module = module
+ self.load_started = False
+ self.lock = threading.RLock()
+
+ def load(self) -> None:
+ with self.lock:
+ if self.load_started:
+ return
+ self.load_started = True
+ assert self.module.__spec__ is not None
+ assert self.module.__spec__.loader is not None
+ self.module.__spec__.loader.exec_module(self.module)
+ self.module.__class__ = types.ModuleType
+
+ # Set the submodule as an attribute on the parent module
+ # This enables access to the submodule via normal attribute access.
+ parent, _, child = self.module.__name__.rpartition(".")
+ if parent:
+ parent_module = sys.modules[parent]
+ setattr(parent_module, child, self.module)
+
+
+class LazyModule(types.ModuleType):
+ def __getattribute__(self, name: str) -> Any:
+ state = object.__getattribute__(self, "__lazy_module_state__")
+ state.load()
+ return object.__getattribute__(self, name)
+
+ def __setattr__(self, name: str, value: Any) -> None:
+ state = object.__getattribute__(self, "__lazy_module_state__")
+ state.load()
+ object.__setattr__(self, name, value)
+
+ def __delattr__(self, name: str) -> None:
+ state = object.__getattribute__(self, "__lazy_module_state__")
+ state.load()
+ object.__delattr__(self, name)
+
+
+def import_module_lazy(name: str) -> types.ModuleType:
+ """Import a module lazily, only when it is used.
+
+ Inspired by importlib.util.LazyLoader, but improved so that the module loading is
+ thread-safe. Circular dependency between modules can lead to a deadlock if the two
+ modules are loaded from different threads.
+
+ :param (str) name: Dot-separated module path. E.g., 'scipy.stats'.
+ """
+ try:
+ return sys.modules[name]
+ except KeyError:
+ spec = importlib.util.find_spec(name)
+ if spec is None:
+ raise ModuleNotFoundError
+ module = importlib.util.module_from_spec(spec)
+ module.__lazy_module_state__ = LazyModuleState(module) # type: ignore
+ module.__class__ = LazyModule
+ sys.modules[name] = module
+ return module
+
+
+def get_module(
+ name: str,
+ required: str | None = None,
+ lazy: bool = True,
+) -> Any:
+ """Return module or None. Absolute import is required.
+
+ :param (str) name: Dot-separated module path. E.g., 'scipy.stats'.
+ :param (str) required: A string to raise a ValueError if missing
+ :param (bool) lazy: If True, return a lazy loader for the module.
+ :return: (module|None) If import succeeds, the module will be returned.
+ """
+ if name not in _not_importable:
+ try:
+ if not lazy:
+ return import_module(name)
+ else:
+ return import_module_lazy(name)
+ except Exception:
+ _not_importable.add(name)
+ msg = f"Error importing optional module {name}"
+ if required:
+ logger.exception(msg)
+ if required and name in _not_importable:
+ raise wandb.Error(required)
+
+
+def get_optional_module(name) -> importlib.ModuleInterface | None: # type: ignore
+ return get_module(name)
+
+
+np = get_module("numpy")
+
+pd_available = False
+pandas_spec = importlib.util.find_spec("pandas")
+if pandas_spec is not None:
+ pd_available = True
+
+# TODO: Revisit these limits
+VALUE_BYTES_LIMIT = 100000
+
+
+@deprecated("Read the `app_url` setting from the appropriate Settings object.")
+def app_url(api_url: str) -> str:
+ """Returns the URL for the W&B UI without a trailing slash."""
+ if app_url := wandb.env.get_app_url():
+ return str(app_url.strip("/"))
+
+ return api_to_app_url(api_url)
+
+
+def api_to_app_url(api_url: str) -> str:
+ """Convert the API URL to an app (UI) URL.
+
+ Unlike the deprecated `app_url()`, this is a pure function: it does
+ not consult environment variables.
+ """
+ if "://api.wandb.test" in api_url:
+ # dev mode
+ return api_url.replace("://api.", "://app.").strip("/")
+ elif "://api.wandb." in api_url:
+ # cloud
+ return api_url.replace("://api.", "://").strip("/")
+ elif "://api." in api_url:
+ # onprem cloud
+ return api_url.replace("://api.", "://app.").strip("/")
+ # wandb/local
+ return api_url
+
+
+def get_full_typename(o: Any) -> Any:
+ """Determine types based on type names.
+
+ Avoids needing to to import (and therefore depend on) PyTorch, TensorFlow, etc.
+ """
+ instance_name = o.__class__.__module__ + "." + o.__class__.__name__
+ if instance_name in ["builtins.module", "__builtin__.module"]:
+ return o.__name__
+ else:
+ return instance_name
+
+
+def get_h5_typename(o: Any) -> Any:
+ typename = get_full_typename(o)
+ if is_tf_tensor_typename(typename):
+ return "tensorflow.Tensor"
+ elif is_pytorch_tensor_typename(typename):
+ return "torch.Tensor"
+ else:
+ return o.__class__.__module__.split(".")[0] + "." + o.__class__.__name__
+
+
+def is_uri(string: str) -> bool:
+ parsed_uri = urllib.parse.urlparse(string)
+ return len(parsed_uri.scheme) > 0
+
+
+def local_file_uri_to_path(uri: str) -> str:
+ """Convert URI to local filesystem path.
+
+ No-op if the uri does not have the expected scheme.
+ """
+ path = urllib.parse.urlparse(uri).path if uri.startswith("file:") else uri
+ return urllib.request.url2pathname(path)
+
+
+def get_local_path_or_none(path_or_uri: str) -> str | None:
+ """Return path if local, None otherwise.
+
+ Return None if the argument is a local path (not a scheme or file:///). Otherwise
+ return `path_or_uri`.
+ """
+ parsed_uri = urllib.parse.urlparse(path_or_uri)
+ if (
+ len(parsed_uri.scheme) == 0
+ or parsed_uri.scheme == "file"
+ and len(parsed_uri.netloc) == 0
+ ):
+ return local_file_uri_to_path(path_or_uri)
+ else:
+ return None
+
+
+def check_windows_valid_filename(path: int | str) -> bool:
+ r"""Verify that the given path does not contain any invalid characters for a Windows filename.
+
+ Windows filenames cannot contain the following characters:
+ < > : " \ / | ? *
+
+ For more details, refer to the official documentation:
+ https://learn.microsoft.com/en-us/windows/win32/fileio/naming-a-file#naming-conventions
+
+ Args:
+ path: The file path to check, which can be either an integer or a string.
+
+ Returns:
+ bool: True if the path does not contain any invalid characters, False otherwise.
+ """
+ return not bool(re.search(r'[<>:"\\?*]', path)) # type: ignore
+
+
+def make_file_path_upload_safe(path: str) -> str:
+ r"""Makes the provide path safe for file upload.
+
+ The filename is made safe by:
+ 1. Removing any leading slashes to prevent writing to absolute paths
+ 2. Replacing '.' and '..' with underscores to prevent directory traversal attacks
+
+ Raises:
+ ValueError: If running on Windows and the key contains invalid filename characters
+ (\, :, *, ?, ", <, >, |)
+ """
+ sys_platform = platform.system()
+ if sys_platform == "Windows" and not check_windows_valid_filename(path):
+ raise ValueError(
+ f"Path {path} is invalid. Please remove invalid filename characters"
+ r' (\, :, *, ?, ", <, >, |)'
+ )
+
+ # On Windows, convert forward slashes to backslashes.
+ # This ensures that the key is a valid filename on Windows.
+ if sys_platform == "Windows":
+ path = str(path).replace("/", os.sep)
+
+ # Avoid writing to absolute paths by striping any leading slashes.
+ # The key has already been validated for windows operating systems in util.check_windows_valid_filename
+ # This ensures the key does not contain invalid characters for windows, such as '\' or ':'.
+ # So we can check only for '/' in the key.
+ path = path.lstrip(os.sep)
+
+ # Avoid directory traversal by replacing dots with underscores.
+ paths = path.split(os.sep)
+ safe_paths = [
+ p.replace(".", "_") if p in (os.curdir, os.pardir) else p for p in paths
+ ]
+
+ # Recombine the key into a relative path.
+ return os.sep.join(safe_paths)
+
+
+def make_tarfile(
+ output_filename: str,
+ source_dir: str,
+ archive_name: str,
+ custom_filter: Callable | None = None,
+) -> None:
+ # Helper for filtering out modification timestamps
+ def _filter_timestamps(tar_info: tarfile.TarInfo) -> tarfile.TarInfo | None:
+ tar_info.mtime = 0
+ return tar_info if custom_filter is None else custom_filter(tar_info)
+
+ descriptor, unzipped_filename = tempfile.mkstemp()
+ try:
+ with tarfile.open(unzipped_filename, "w") as tar:
+ tar.add(source_dir, arcname=archive_name, filter=_filter_timestamps)
+ # When gzipping the tar, don't include the tar's filename or modification time in the
+ # zipped archive (see https://docs.python.org/3/library/gzip.html#gzip.GzipFile)
+ with (
+ open(output_filename, "wb") as out_file,
+ GzipFile(filename="", fileobj=out_file, mode="wb", mtime=0) as gzipped_tar,
+ open(unzipped_filename, "rb") as tar_file,
+ ):
+ gzipped_tar.write(tar_file.read())
+ finally:
+ os.close(descriptor)
+ os.remove(unzipped_filename)
+
+
+def is_tf_tensor(obj: Any) -> bool:
+ import tensorflow # type: ignore
+
+ return isinstance(obj, tensorflow.Tensor)
+
+
+def is_tf_tensor_typename(typename: str) -> bool:
+ return typename.startswith("tensorflow.") and (
+ "Tensor" in typename or "Variable" in typename
+ )
+
+
+def is_tf_eager_tensor_typename(typename: str) -> bool:
+ return typename.startswith("tensorflow.") and ("EagerTensor" in typename)
+
+
+def is_pytorch_tensor(obj: Any) -> bool:
+ import torch # type: ignore
+
+ return isinstance(obj, torch.Tensor)
+
+
+def is_pytorch_tensor_typename(typename: str) -> bool:
+ return typename.startswith("torch.") and (
+ "Tensor" in typename or "Variable" in typename
+ )
+
+
+def is_jax_tensor_typename(typename: str) -> bool:
+ return typename.startswith("jaxlib.") and "Array" in typename
+
+
+def get_jax_tensor(obj: Any) -> Any:
+ import jax # type: ignore
+
+ return jax.device_get(obj)
+
+
+def is_fastai_tensor_typename(typename: str) -> bool:
+ return typename.startswith("fastai.") and ("Tensor" in typename)
+
+
+def is_pandas_data_frame_typename(typename: str) -> bool:
+ return typename.startswith("pandas.") and "DataFrame" in typename
+
+
+def is_matplotlib_typename(typename: str) -> bool:
+ return typename.startswith("matplotlib.")
+
+
+def is_plotly_typename(typename: str) -> bool:
+ return typename.startswith("plotly.")
+
+
+def is_plotly_figure_typename(typename: str) -> bool:
+ return typename.startswith("plotly.") and typename.endswith(".Figure")
+
+
+def is_numpy_array(obj: Any) -> bool:
+ return np and isinstance(obj, np.ndarray)
+
+
+def is_pandas_data_frame(obj: Any) -> bool:
+ if pd_available:
+ import pandas as pd
+
+ return isinstance(obj, pd.DataFrame)
+ else:
+ return is_pandas_data_frame_typename(get_full_typename(obj))
+
+
+def ensure_matplotlib_figure(obj: Any) -> Any:
+ """Extract the current figure from a matplotlib object.
+
+ Return the object itself if it's a figure.
+ Raises ValueError if the object can't be converted.
+ """
+ import matplotlib # type: ignore
+ from matplotlib.figure import Figure # type: ignore
+
+ # there are combinations of plotly and matplotlib versions that don't work well together,
+ # this patches matplotlib to add a removed method that plotly assumes exists
+ from matplotlib.spines import Spine # type: ignore
+
+ def is_frame_like(self: Any) -> bool:
+ """Return True if directly on axes frame.
+
+ This is useful for determining if a spine is the edge of an
+ old style MPL plot. If so, this function will return True.
+ """
+ position = self._position or ("outward", 0.0)
+ if isinstance(position, str):
+ if position == "center":
+ position = ("axes", 0.5)
+ elif position == "zero":
+ position = ("data", 0)
+ if len(position) != 2:
+ raise ValueError("position should be 2-tuple")
+ position_type, amount = position # type: ignore
+ return bool(position_type == "outward" and amount == 0)
+
+ Spine.is_frame_like = is_frame_like
+
+ if obj == matplotlib.pyplot:
+ obj = obj.gcf()
+ elif (not isinstance(obj, Figure)) and hasattr(obj, "figure"):
+ obj = obj.figure
+ # Some matplotlib objects have a figure function
+ if not isinstance(obj, Figure):
+ raise ValueError(
+ "Only matplotlib.pyplot or matplotlib.pyplot.Figure objects are accepted."
+ )
+ return obj
+
+
+def matplotlib_to_plotly(obj: Any) -> Any:
+ obj = ensure_matplotlib_figure(obj)
+ tools = get_module(
+ "plotly.tools",
+ required=(
+ "plotly is required to log interactive plots, install with: "
+ "`pip install plotly` or convert the plot to an image with `wandb.Image(plt)`"
+ ),
+ )
+ return tools.mpl_to_plotly(obj)
+
+
+def matplotlib_contains_images(obj: Any) -> bool:
+ obj = ensure_matplotlib_figure(obj)
+ return any(len(ax.images) > 0 for ax in obj.axes)
+
+
+def _numpy_generic_convert(obj: Any) -> Any:
+ obj = obj.item()
+ if isinstance(obj, float) and math.isnan(obj):
+ obj = None
+ elif isinstance(obj, np.generic) and (
+ obj.dtype.kind == "f" or obj.dtype == "bfloat16"
+ ):
+ # obj is a numpy float with precision greater than that of native python float
+ # (i.e., float96 or float128) or it is of custom type such as bfloat16.
+ # in these cases, obj.item() does not return a native
+ # python float (in the first case - to avoid loss of precision,
+ # so we need to explicitly cast this down to a 64bit float)
+ obj = float(obj)
+ return obj
+
+
+def _sanitize_numpy_keys(
+ d: dict,
+ visited: dict[int, dict] | None = None,
+) -> tuple[dict, bool]:
+ """Returns a dictionary where all NumPy keys are converted.
+
+ Args:
+ d: The dictionary to sanitize.
+
+ Returns:
+ A sanitized dictionary, and a boolean indicating whether anything was
+ changed.
+ """
+ out: dict[Any, Any] = dict()
+ converted = False
+
+ # Work with recursive dictionaries: if a dictionary has already been
+ # converted, reuse its converted value to retain the recursive structure
+ # of the input.
+ if visited is None:
+ visited = {id(d): out}
+ elif id(d) in visited:
+ return visited[id(d)], False
+ visited[id(d)] = out
+
+ for key, value in d.items():
+ if isinstance(value, dict):
+ value, converted_value = _sanitize_numpy_keys(value, visited)
+ converted |= converted_value
+ if isinstance(key, np.generic):
+ key = _numpy_generic_convert(key)
+ converted = True
+ out[key] = value
+
+ return out, converted
+
+
+def json_friendly( # noqa: C901
+ obj: Any,
+) -> tuple[Any, bool] | tuple[None | str | float, bool]:
+ """Convert an object into something that's more becoming of JSON."""
+ converted = True
+ typename = get_full_typename(obj)
+
+ if is_tf_eager_tensor_typename(typename):
+ obj = obj.numpy()
+ elif is_tf_tensor_typename(typename):
+ try:
+ obj = obj.eval()
+ except RuntimeError:
+ obj = obj.numpy()
+ elif is_pytorch_tensor_typename(typename) or is_fastai_tensor_typename(typename):
+ try:
+ if obj.requires_grad:
+ obj = obj.detach()
+ except AttributeError:
+ pass # before 0.4 is only present on variables
+
+ try:
+ obj = obj.data
+ except RuntimeError:
+ pass # happens for Tensors before 0.4
+
+ if obj.size():
+ obj = obj.cpu().detach().numpy()
+ else:
+ return obj.item(), True
+ elif is_jax_tensor_typename(typename):
+ obj = get_jax_tensor(obj)
+
+ if is_numpy_array(obj):
+ if obj.size == 1:
+ obj = obj.flatten()[0]
+ elif obj.size <= 32:
+ obj = obj.tolist()
+ elif np and isinstance(obj, np.generic):
+ obj = _numpy_generic_convert(obj)
+ elif isinstance(obj, bytes):
+ obj = obj.decode("utf-8")
+ elif isinstance(obj, (datetime, date)):
+ obj = obj.isoformat()
+ elif callable(obj):
+ obj = (
+ f"{obj.__module__}.{obj.__qualname__}"
+ if hasattr(obj, "__qualname__") and hasattr(obj, "__module__")
+ else str(obj)
+ )
+ elif isinstance(obj, float) and math.isnan(obj):
+ obj = None
+ elif isinstance(obj, dict) and np:
+ obj, converted = _sanitize_numpy_keys(obj)
+ elif isinstance(obj, set):
+ # set is not json serializable, so we convert it to tuple
+ obj = tuple(obj)
+ elif isinstance(obj, enum.Enum):
+ obj = obj.name
+ else:
+ converted = False
+ if getsizeof(obj) > VALUE_BYTES_LIMIT:
+ wandb.termwarn(
+ f"Serializing object of type {type(obj).__name__} that is {getsizeof(obj)} bytes"
+ )
+ return obj, converted
+
+
+def json_friendly_val(val: Any) -> Any:
+ """Make any value (including dict, slice, sequence, dataclass) JSON friendly."""
+ converted: dict | list
+ if isinstance(val, dict):
+ converted = {}
+ for key, value in val.items():
+ converted[key] = json_friendly_val(value)
+ return converted
+ if isinstance(val, slice):
+ converted = dict(
+ slice_start=val.start, slice_step=val.step, slice_stop=val.stop
+ )
+ return converted
+ val, _ = json_friendly(val)
+ if isinstance(val, Sequence) and not isinstance(val, str):
+ converted = []
+ for value in val:
+ converted.append(json_friendly_val(value))
+ return converted
+ if is_dataclass(val) and not isinstance(val, type):
+ converted = asdict(val)
+ return json_friendly_val(converted)
+ else:
+ if val.__class__.__module__ not in ("builtins", "__builtin__"):
+ val = str(val)
+ return val
+
+
+def alias_is_version_index(alias: str) -> bool:
+ return len(alias) >= 2 and alias[0] == "v" and alias[1:].isnumeric()
+
+
+def convert_plots(obj: Any) -> Any:
+ if is_matplotlib_typename(get_full_typename(obj)):
+ tools = get_module(
+ "plotly.tools",
+ required=(
+ "plotly is required to log interactive plots, install with: "
+ "`pip install plotly` or convert the plot to an image with `wandb.Image(plt)`"
+ ),
+ )
+ obj = tools.mpl_to_plotly(obj)
+
+ if is_plotly_typename(get_full_typename(obj)):
+ return {"_type": "plotly", "plot": obj.to_plotly_json()}
+ else:
+ return obj
+
+
+def maybe_compress_history(obj: Any) -> tuple[Any, bool]:
+ if np and isinstance(obj, np.ndarray) and obj.size > 32:
+ return wandb.Histogram(obj, num_bins=32).to_json(), True
+ else:
+ return obj, False
+
+
+def maybe_compress_summary(obj: Any, h5_typename: str) -> tuple[Any, bool]:
+ if np and isinstance(obj, np.ndarray) and obj.size > 32:
+ return (
+ {
+ "_type": h5_typename, # may not be ndarray
+ "var": np.var(obj).item(),
+ "mean": np.mean(obj).item(),
+ "min": np.amin(obj).item(),
+ "max": np.amax(obj).item(),
+ "10%": np.percentile(obj, 10),
+ "25%": np.percentile(obj, 25),
+ "75%": np.percentile(obj, 75),
+ "90%": np.percentile(obj, 90),
+ "size": obj.size,
+ },
+ True,
+ )
+ else:
+ return obj, False
+
+
+def launch_browser(attempt_launch_browser: bool = True) -> bool:
+ """Decide if we should launch a browser."""
+ _display_variables = ["DISPLAY", "WAYLAND_DISPLAY", "MIR_SOCKET"]
+ _webbrowser_names_blocklist = ["www-browser", "lynx", "links", "elinks", "w3m"]
+
+ import webbrowser
+
+ launch_browser = attempt_launch_browser
+ if launch_browser:
+ if "linux" in sys.platform and not any(
+ os.getenv(var) for var in _display_variables
+ ):
+ launch_browser = False
+ try:
+ browser = webbrowser.get()
+ if hasattr(browser, "name") and browser.name in _webbrowser_names_blocklist:
+ launch_browser = False
+ except webbrowser.Error:
+ launch_browser = False
+
+ return launch_browser
+
+
+def generate_id(length: int = 8) -> str:
+ # Do not use this; use wandb.sdk.lib.runid.generate_id instead.
+ # This is kept only for legacy code.
+ return runid.generate_id(length)
+
+
+def parse_tfjob_config() -> Any:
+ """Attempt to parse TFJob config, returning False if it can't find it."""
+ if os.getenv("TF_CONFIG"):
+ try:
+ return json.loads(os.environ["TF_CONFIG"])
+ except ValueError:
+ return False
+ else:
+ return False
+
+
+class WandBJSONEncoder(json.JSONEncoder):
+ """A JSON Encoder that handles some extra types."""
+
+ def default(self, obj: Any) -> Any:
+ if hasattr(obj, "json_encode"):
+ return obj.json_encode()
+ # if hasattr(obj, 'to_json'):
+ # return obj.to_json()
+ tmp_obj, converted = json_friendly(obj)
+ if converted:
+ return tmp_obj
+ return json.JSONEncoder.default(self, obj)
+
+
+class WandBJSONEncoderOld(json.JSONEncoder):
+ """A JSON Encoder that handles some extra types."""
+
+ def default(self, obj: Any) -> Any:
+ tmp_obj, converted = json_friendly(obj)
+ tmp_obj, compressed = maybe_compress_summary(tmp_obj, get_h5_typename(obj))
+ if converted:
+ return tmp_obj
+ return json.JSONEncoder.default(self, tmp_obj)
+
+
+class WandBHistoryJSONEncoder(json.JSONEncoder):
+ """A JSON Encoder that handles some extra types.
+
+ This encoder turns numpy like objects with a size > 32 into histograms.
+ """
+
+ def default(self, obj: Any) -> Any:
+ obj, converted = json_friendly(obj)
+ obj, compressed = maybe_compress_history(obj)
+ if converted:
+ return obj
+ return json.JSONEncoder.default(self, obj)
+
+
+class JSONEncoderUncompressed(json.JSONEncoder):
+ """A JSON Encoder that handles some extra types.
+
+ This encoder turns numpy like objects with a size > 32 into histograms.
+ """
+
+ def default(self, obj: Any) -> Any:
+ if is_numpy_array(obj):
+ return obj.tolist()
+ elif np and isinstance(obj, np.number):
+ return obj.item()
+ elif np and isinstance(obj, np.generic):
+ obj = obj.item()
+ return json.JSONEncoder.default(self, obj)
+
+
+def json_dump_safer(obj: Any, fp: IO[str], **kwargs: Any) -> None:
+ """Convert obj to json, with some extra encodable types."""
+ return dump(obj, fp, cls=WandBJSONEncoder, **kwargs)
+
+
+def json_dumps_safer(obj: Any, **kwargs: Any) -> str:
+ """Convert obj to json, with some extra encodable types."""
+ return dumps(obj, cls=WandBJSONEncoder, **kwargs)
+
+
+# This is used for dumping raw json into files
+def json_dump_uncompressed(obj: Any, fp: IO[str], **kwargs: Any) -> None:
+ """Convert obj to json, with some extra encodable types."""
+ return dump(obj, fp, cls=JSONEncoderUncompressed, **kwargs)
+
+
+def json_dumps_safer_history(obj: Any, **kwargs: Any) -> str:
+ """Convert obj to json, with some extra encodable types, including histograms."""
+ return dumps(obj, cls=WandBHistoryJSONEncoder, **kwargs)
+
+
+def make_json_if_not_number(
+ v: int | float | str | Mapping | Sequence,
+) -> int | float | str:
+ """If v is not a basic type convert it to json."""
+ if isinstance(v, (float, int)):
+ return v
+ return json_dumps_safer(v)
+
+
+def make_safe_for_json(obj: Any) -> Any:
+ """Replace invalid json floats with strings. Also converts to lists and dicts."""
+ if isinstance(obj, Mapping):
+ return {k: make_safe_for_json(v) for k, v in obj.items()}
+ elif isinstance(obj, str):
+ # str's are Sequence, so we need to short-circuit
+ return obj
+ elif isinstance(obj, Sequence):
+ return [make_safe_for_json(v) for v in obj]
+ elif isinstance(obj, float):
+ # W&B backend and UI handle these strings
+ if obj != obj: # standard way to check for NaN
+ return "NaN"
+ elif obj == float("+inf"):
+ return "Infinity"
+ elif obj == float("-inf"):
+ return "-Infinity"
+ return obj
+
+
+def no_retry_4xx(e: Exception) -> bool:
+ from requests import HTTPError
+
+ if not isinstance(e, HTTPError):
+ return True
+ assert e.response is not None
+ if not (400 <= e.response.status_code < 500) or e.response.status_code == 429:
+ return True
+ body = json.loads(e.response.content)
+ raise UsageError(body["errors"][0]["message"])
+
+
+def parse_backend_error_messages(response: Response) -> list[str]:
+ """Returns error messages stored in a backend response.
+
+ If the response is not in an expected format, an empty list is returned.
+
+ Args:
+ response: A response to an HTTP request to the W&B server.
+ """
+ from requests import JSONDecodeError
+
+ try:
+ data = response.json()
+ except JSONDecodeError:
+ return []
+
+ if not isinstance(data, dict):
+ return []
+
+ # Backend error values are returned in one of two ways:
+ # - A string containing the error message
+ # - A JSON object with a "message" field that is a string
+ def get_message(error: Any) -> str | None:
+ if isinstance(error, str):
+ return error
+ elif (
+ isinstance(error, dict)
+ and (message := error.get("message"))
+ and isinstance(message, str)
+ ):
+ return message
+ else:
+ return None
+
+ # The response can contain an "error" field with a single error
+ # or an "errors" field with a list of errors.
+ if error := data.get("error"):
+ message = get_message(error)
+ return [message] if message else []
+
+ elif (errors := data.get("errors")) and isinstance(errors, list):
+ messages: list[str] = []
+ for error in errors:
+ message = get_message(error)
+ if message:
+ messages.append(message)
+ return messages
+
+ else:
+ return []
+
+
+def no_retry_auth(e: Any) -> bool:
+ from requests import HTTPError
+
+ if hasattr(e, "exception"):
+ e = e.exception
+ if not isinstance(e, HTTPError):
+ return True
+ if e.response is None:
+ return True
+ # Don't retry bad request errors; raise immediately
+ if e.response.status_code in (400, 409):
+ return False
+ # Retry all non-forbidden/unauthorized/not-found errors.
+ if e.response.status_code not in (401, 403, 404):
+ return True
+
+ # Crash with more informational message on forbidden/unauthorized errors.
+ # UnauthorizedError
+ if e.response.status_code == 401:
+ raise AuthenticationError(
+ "The API key you provided is either invalid or missing. "
+ f"If the `{wandb.env.API_KEY}` environment variable is set, make sure it is correct. "
+ "Otherwise, to resolve this issue, you may try running the 'wandb login --relogin' command. "
+ "If you are using a local server, make sure that you're using the correct hostname. "
+ "If you're not sure, you can try logging in again using the 'wandb login --relogin --host [hostname]' command."
+ f"(Error {e.response.status_code}: {e.response.reason})"
+ )
+ # ForbiddenError
+ if e.response.status_code == 403:
+ if wandb.run:
+ raise CommError(f"Permission denied to access {wandb.run.path}")
+ else:
+ raise CommError(
+ "It appears that you do not have permission to access the requested resource. "
+ "Please reach out to the project owner to grant you access. "
+ "If you have the correct permissions, verify that there are no issues with your networking setup."
+ f"(Error {e.response.status_code}: {e.response.reason})"
+ )
+
+ # NotFoundError
+ if e.response.status_code == 404:
+ # If error message is empty, raise a more generic NotFoundError message.
+ if parse_backend_error_messages(e.response):
+ return False
+ else:
+ raise LookupError(
+ f"Failed to find resource. Please make sure you have the correct resource path. "
+ f"(Error {e.response.status_code}: {e.response.reason})"
+ )
+ return False
+
+
+def check_retry_conflict(e: Any) -> bool | None:
+ """Check if the exception is a conflict type so it can be retried.
+
+ Returns:
+ True - Should retry this operation
+ False - Should not retry this operation
+ None - No decision, let someone else decide
+ """
+ from requests import HTTPError
+
+ if hasattr(e, "exception"):
+ e = e.exception
+ if (
+ isinstance(e, HTTPError)
+ and e.response is not None
+ and e.response.status_code == 409
+ ):
+ return True
+ return None
+
+
+def check_retry_conflict_or_gone(e: Any) -> bool | None:
+ """Check if the exception is a conflict or gone type, so it can be retried or not.
+
+ Returns:
+ True - Should retry this operation
+ False - Should not retry this operation
+ None - No decision, let someone else decide
+ """
+ from requests import HTTPError
+
+ if hasattr(e, "exception"):
+ e = e.exception
+ if isinstance(e, HTTPError) and e.response is not None:
+ if e.response.status_code == 409:
+ return True
+ if e.response.status_code == 410:
+ return False
+ return None
+
+
+def make_check_retry_fn(
+ fallback_retry_fn: CheckRetryFnType,
+ check_fn: Callable[[Exception], bool | None],
+ check_timedelta: timedelta | None = None,
+) -> CheckRetryFnType:
+ """Return a check_retry_fn which can be used by lib.Retry().
+
+ Args:
+ fallback_fn: Use this function if check_fn didn't decide if a retry should happen.
+ check_fn: Function which returns bool if retry should happen or None if unsure.
+ check_timedelta: Optional retry timeout if we check_fn matches the exception
+ """
+
+ def check_retry_fn(e: Exception) -> bool | timedelta:
+ check = check_fn(e)
+ if check is None:
+ return fallback_retry_fn(e)
+ if check is False:
+ return False
+ if check_timedelta:
+ return check_timedelta
+ return True
+
+ return check_retry_fn
+
+
+def find_runner(program: str) -> None | list | list[str]:
+ """Return a command that will run program.
+
+ Args:
+ program: The string name of the program to try to run.
+
+ Returns:
+ commandline list of strings to run the program (eg. with subprocess.call()) or None
+ """
+ if os.path.isfile(program) and not os.access(program, os.X_OK):
+ # program is a path to a non-executable file
+ try:
+ opened = open(program)
+ except OSError: # PermissionError doesn't exist in 2.7
+ return None
+ first_line = opened.readline().strip()
+ if first_line.startswith("#!"):
+ return shlex.split(first_line[2:])
+ if program.endswith(".py"):
+ return [sys.executable]
+ return None
+
+
+def downsample(values: Sequence, target_length: int) -> list:
+ """Downsample 1d values to target_length, including start and end.
+
+ Algorithm just rounds index down.
+
+ Values can be any sequence, including a generator.
+ """
+ if not target_length > 1:
+ raise UsageError("target_length must be > 1")
+ values = list(values)
+ if len(values) < target_length:
+ return values
+ ratio = float(len(values) - 1) / (target_length - 1)
+ result = []
+ for i in range(target_length):
+ result.append(values[int(i * ratio)])
+ return result
+
+
+def has_num(dictionary: Mapping, key: Any) -> bool:
+ return key in dictionary and isinstance(dictionary[key], numbers.Number)
+
+
+def docker_image_regex(image: str) -> Any:
+ """Regex match for valid docker image names."""
+ if image:
+ return re.match(
+ r"^(?:(?=[^:\/]{1,253})(?!-)[a-zA-Z0-9-]{1,63}(? str | None:
+ """Scan docker run args and attempt to find the most likely docker image argument.
+
+ It excludes any arguments that start with a dash, and the argument after it if it
+ isn't a boolean switch. This can be improved, we currently fallback gracefully when
+ this fails.
+ """
+ bool_args = [
+ "-t",
+ "--tty",
+ "--rm",
+ "--privileged",
+ "--oom-kill-disable",
+ "--no-healthcheck",
+ "-i",
+ "--interactive",
+ "--init",
+ "--help",
+ "--detach",
+ "-d",
+ "--sig-proxy",
+ "-it",
+ "-itd",
+ ]
+ last_flag = -2
+ last_arg = ""
+ possible_images = []
+ if len(args) > 0 and args[0] == "run":
+ args.pop(0)
+ for i, arg in enumerate(args):
+ if arg.startswith("-"):
+ last_flag = i
+ last_arg = arg
+ elif "@sha256:" in arg:
+ # Because our regex doesn't match digests
+ possible_images.append(arg)
+ elif docker_image_regex(arg):
+ if last_flag == i - 2:
+ possible_images.append(arg)
+ elif "=" in last_arg:
+ possible_images.append(arg)
+ elif last_arg in bool_args and last_flag == i - 1:
+ possible_images.append(arg)
+ most_likely = None
+ for img in possible_images:
+ if ":" in img or "@" in img or "/" in img:
+ most_likely = img
+ break
+ if most_likely is None and len(possible_images) > 0:
+ most_likely = possible_images[0]
+ return most_likely
+
+
+def load_yaml(file: Any) -> Any:
+ import yaml
+
+ return yaml.safe_load(file)
+
+
+def image_id_from_k8s() -> str | None:
+ """Ping the k8s metadata service for the image id.
+
+ Specify the KUBERNETES_NAMESPACE environment variable if your pods are not in the
+ default namespace:
+
+ - name: KUBERNETES_NAMESPACE valueFrom:
+ fieldRef:
+ fieldPath: metadata.namespace
+ """
+ token_path = "/var/run/secrets/kubernetes.io/serviceaccount/token"
+
+ if not os.path.exists(token_path):
+ return None
+
+ try:
+ with open(token_path) as token_file:
+ token = token_file.read()
+ except FileNotFoundError:
+ logger.warning(f"Token file not found at {token_path}.")
+ return None
+ except PermissionError as e:
+ current_uid = os.getuid()
+ warning = (
+ f"Unable to read the token file at {token_path} due to permission error ({e})."
+ f"The current user id is {current_uid}. "
+ "Consider changing the securityContext to run the container as the current user."
+ )
+ logger.warning(warning)
+ wandb.termwarn(warning)
+ return None
+
+ if not token:
+ return None
+
+ import requests
+
+ k8s_server = "https://{}:{}/api/v1/namespaces/{}/pods/{}".format(
+ os.getenv("KUBERNETES_SERVICE_HOST"),
+ os.getenv("KUBERNETES_PORT_443_TCP_PORT"),
+ os.getenv("KUBERNETES_NAMESPACE", "default"),
+ os.getenv("HOSTNAME"),
+ )
+ try:
+ res = requests.get(
+ k8s_server,
+ verify="/var/run/secrets/kubernetes.io/serviceaccount/ca.crt",
+ timeout=3,
+ headers={"Authorization": f"Bearer {token}"},
+ )
+ res.raise_for_status()
+ except requests.RequestException:
+ return None
+ try:
+ return str( # noqa: B005
+ res.json()["status"]["containerStatuses"][0]["imageID"]
+ ).strip("docker-pullable://")
+ except (ValueError, KeyError, IndexError):
+ logger.exception("Error checking kubernetes for image id")
+ return None
+
+
+def async_call(target: Callable, timeout: int | float | None = None) -> Callable:
+ """Wrap a method to run in the background with an optional timeout.
+
+ Returns a new method that will call the original with any args, waiting for upto
+ timeout seconds. This new method blocks on the original and returns the result or
+ None if timeout was reached, along with the thread. You can check thread.is_alive()
+ to determine if a timeout was reached. If an exception is thrown in the thread, we
+ reraise it.
+ """
+ q: queue.Queue = queue.Queue()
+
+ def wrapped_target(q: queue.Queue, *args: Any, **kwargs: Any) -> Any:
+ try:
+ q.put(target(*args, **kwargs))
+ except Exception as e:
+ q.put(e)
+
+ def wrapper(
+ *args: Any, **kwargs: Any
+ ) -> tuple[Exception, threading.Thread] | tuple[None, threading.Thread]:
+ thread = threading.Thread(
+ target=wrapped_target, args=(q,) + args, kwargs=kwargs
+ )
+ thread.daemon = True
+ thread.start()
+
+ try:
+ result = q.get(True, timeout)
+ except queue.Empty:
+ return None, thread
+
+ if isinstance(result, Exception):
+ raise result.with_traceback(sys.exc_info()[2])
+ return result, thread
+
+ return wrapper
+
+
+def read_many_from_queue(
+ q: queue.Queue, max_items: int, queue_timeout: int | float
+) -> list:
+ try:
+ item = q.get(True, queue_timeout)
+ except queue.Empty:
+ return []
+ items = [item]
+ for _ in range(max_items):
+ try:
+ item = q.get_nowait()
+ except queue.Empty:
+ return items
+ items.append(item)
+ return items
+
+
+def stopwatch_now() -> float:
+ """Get a time value for interval comparisons.
+
+ When possible it is a monotonic clock to prevent backwards time issues.
+ """
+ return time.monotonic()
+
+
+def class_colors(class_count: int) -> list[list[int]]:
+ # make class 0 black, and the rest equally spaced fully saturated hues
+ return [[0, 0, 0]] + [
+ colorsys.hsv_to_rgb(i / (class_count - 1.0), 1.0, 1.0) # type: ignore
+ for i in range(class_count - 1)
+ ]
+
+
+def prompt_choices(
+ choices: Sequence[str],
+ input_timeout: float | None = None,
+) -> str:
+ """Prompt the user to choose from a list of options.
+
+ If exactly one choice is given, it is returned immediately.
+
+ Raises:
+ TimeoutError: if input_timeout is specified and expires.
+ NotATerminalError: if the output device is not capable.
+ KeyboardInterrupt: if the user aborts by pressing Ctrl+C.
+ """
+ if len(choices) == 1:
+ return choices[0]
+
+ for i, choice_str in enumerate(choices):
+ wandb.termlog(f"({i + 1}) {choice_str}")
+
+ while True:
+ choice = terminput("Enter your choice: ", timeout=input_timeout)
+
+ # If the user presses enter without typing anything, try again.
+ if not choice:
+ continue
+
+ idx = -1
+ with contextlib.suppress(ValueError):
+ idx = int(choice) - 1
+
+ if idx < 0 or idx > len(choices) - 1:
+ wandb.termwarn("Invalid choice")
+ continue
+
+ result = choices[idx]
+ wandb.termlog(f"You chose {result!r}")
+ return result
+
+
+def guess_data_type(shape: Sequence[int], risky: bool = False) -> str | None:
+ """Infer the type of data based on the shape of the tensors.
+
+ Args:
+ shape (Sequence[int]): The shape of the data
+ risky(bool): some guesses are more likely to be wrong.
+ """
+ # (samples,) or (samples,logits)
+ if len(shape) in (1, 2):
+ return "label"
+ # Assume image mask like fashion mnist: (no color channel)
+ # This is risky because RNNs often have 3 dim tensors: batch, time, channels
+ if risky and len(shape) == 3:
+ return "image"
+ if len(shape) == 4:
+ if shape[-1] in (1, 3, 4):
+ # (samples, height, width, Y \ RGB \ RGBA)
+ return "image"
+ else:
+ # (samples, height, width, logits)
+ return "segmentation_mask"
+ return None
+
+
+def download_file_from_url(
+ dest_path: str, source_url: str, api_key: str | None = None
+) -> None:
+ import requests
+
+ auth = ("api", api_key or "")
+ response = requests.get(
+ source_url,
+ auth=auth,
+ stream=True,
+ timeout=5,
+ )
+ response.raise_for_status()
+
+ if os.sep in dest_path:
+ filesystem.mkdir_exists_ok(os.path.dirname(dest_path))
+ with fsync_open(dest_path, "wb") as file:
+ for data in response.iter_content(chunk_size=1024):
+ file.write(data)
+
+
+def download_file_into_memory(source_url: str, api_key: str | None = None) -> bytes:
+ import requests
+
+ auth = ("api", api_key or "")
+ response = requests.get(
+ source_url,
+ auth=auth,
+ stream=True,
+ timeout=5,
+ )
+ response.raise_for_status()
+ return response.content
+
+
+def isatty(ob: IO) -> bool:
+ return hasattr(ob, "isatty") and ob.isatty()
+
+
+def to_human_size(size: int, units: list[tuple[str, Any]] | None = None) -> str:
+ units = units or POW_10_BYTES
+ unit, value = units[0]
+ factor = round(float(size) / value, 1)
+ return (
+ f"{factor}{unit}"
+ if factor < 1024 or len(units) == 1
+ else to_human_size(size, units[1:])
+ )
+
+
+def from_human_size(size: str, units: list[tuple[str, Any]] | None = None) -> int:
+ units = units or POW_10_BYTES
+ units_dict = {unit.upper(): value for (unit, value) in units}
+ regex = re.compile(
+ r"(\d+\.?\d*)\s*({})?".format("|".join(units_dict.keys())), re.IGNORECASE
+ )
+ match = re.match(regex, size)
+ if not match:
+ raise ValueError("size must be of the form `10`, `10B` or `10 B`.")
+ factor, unit = (
+ float(match.group(1)),
+ units_dict[match.group(2).upper()] if match.group(2) else 1,
+ )
+ return int(factor * unit)
+
+
+def auto_project_name(program: str | None) -> str:
+ # if we're in git, set project name to git repo name + relative path within repo
+ from wandb.sdk.lib.gitlib import GitRepo
+
+ root_dir = GitRepo().root_dir
+ if root_dir is None:
+ return "uncategorized"
+ # On windows, GitRepo returns paths in unix style, but os.path is windows
+ # style. Coerce here.
+ root_dir = to_native_slash_path(root_dir)
+ repo_name = os.path.basename(root_dir)
+ if program is None:
+ return str(repo_name)
+ if not os.path.isabs(program):
+ program = os.path.join(os.curdir, program)
+ prog_dir = os.path.dirname(os.path.abspath(program))
+ if not prog_dir.startswith(root_dir):
+ return str(repo_name)
+ project = repo_name
+ sub_path = os.path.relpath(prog_dir, root_dir)
+ if sub_path != ".":
+ project += "-" + sub_path
+ return str(project.replace(os.sep, "_"))
+
+
+# TODO(hugh): Deprecate version here and use wandb/sdk/lib/paths.py
+def to_forward_slash_path(path: str) -> str:
+ if platform.system() == "Windows":
+ path = path.replace("\\", "/")
+ return path
+
+
+# TODO(hugh): Deprecate version here and use wandb/sdk/lib/paths.py
+def to_native_slash_path(path: str) -> FilePathStr:
+ return FilePathStr(path.replace("/", os.sep))
+
+
+def check_and_warn_old(files: list[str]) -> bool:
+ if "wandb-metadata.json" in files:
+ wandb.termwarn("These runs were logged with a previous version of wandb.")
+ wandb.termwarn(
+ "Run pip install wandb<0.10.0 to get the old library and sync your runs."
+ )
+ return True
+ return False
+
+
+class ImportMetaHook:
+ def __init__(self) -> None:
+ self.modules: dict[str, ModuleType] = dict()
+ self.on_import: dict[str, list] = dict()
+
+ def add(self, fullname: str, on_import: Callable) -> None:
+ self.on_import.setdefault(fullname, []).append(on_import)
+
+ def install(self) -> None:
+ sys.meta_path.insert(0, self) # type: ignore
+
+ def uninstall(self) -> None:
+ sys.meta_path.remove(self) # type: ignore
+
+ def find_module(
+ self, fullname: str, path: str | None = None
+ ) -> ImportMetaHook | None:
+ if fullname in self.on_import:
+ return self
+ return None
+
+ def load_module(self, fullname: str) -> ModuleType:
+ self.uninstall()
+ mod = importlib.import_module(fullname)
+ self.install()
+ self.modules[fullname] = mod
+ on_imports = self.on_import.get(fullname)
+ if on_imports:
+ for f in on_imports:
+ f()
+ return mod
+
+ def get_modules(self) -> tuple[str, ...]:
+ return tuple(self.modules)
+
+ def get_module(self, module: str) -> ModuleType:
+ return self.modules[module]
+
+
+_import_hook: ImportMetaHook | None = None
+
+
+def add_import_hook(fullname: str, on_import: Callable) -> None:
+ global _import_hook
+ if _import_hook is None:
+ _import_hook = ImportMetaHook()
+ _import_hook.install()
+ _import_hook.add(fullname, on_import)
+
+
+def host_from_path(path: str | None) -> str:
+ """Return the host of the path."""
+ url = urllib.parse.urlparse(path)
+ return str(url.netloc)
+
+
+def uri_from_path(path: str | None) -> str:
+ """Return the URI of the path."""
+ url = urllib.parse.urlparse(path)
+ uri = url.path if url.path[0] != "/" else url.path[1:]
+ return str(uri)
+
+
+def is_unicode_safe(stream: TextIO) -> bool:
+ """Return True if the stream supports UTF-8."""
+ encoding = getattr(stream, "encoding", None)
+ return encoding.lower() in {"utf-8", "utf_8"} if encoding else False
+
+
+def rand_alphanumeric(
+ length: int = 8, rand: ModuleType | random.Random | None = None
+) -> str:
+ wandb.termerror("rand_alphanumeric is deprecated, use 'secrets.token_hex'")
+ rand = rand or random
+ return "".join(rand.choice("0123456789ABCDEF") for _ in range(length))
+
+
+@contextlib.contextmanager
+def fsync_open(
+ path: StrPath, mode: str = "w", encoding: str | None = None
+) -> Generator[IO[Any], None, None]:
+ """Open a path for I/O and guarantee that the file is flushed and synced."""
+ with open(path, mode, encoding=encoding) as f:
+ yield f
+
+ f.flush()
+ os.fsync(f.fileno())
+
+
+def _is_kaggle() -> bool:
+ return (
+ os.getenv("KAGGLE_KERNEL_RUN_TYPE") is not None
+ or "kaggle_environments" in sys.modules
+ )
+
+
+def _has_internet() -> bool:
+ """Returns whether we have internet access.
+
+ Checks for internet access by attempting to open a DNS connection to
+ Google's root servers.
+ """
+ try:
+ s = socket.create_connection(("8.8.8.8", 53), 0.5)
+ s.close()
+ except OSError:
+ return False
+
+ return True
+
+
+def _is_likely_kaggle() -> bool:
+ # Telemetry to mark first runs from Kagglers.
+ return (
+ _is_kaggle()
+ or os.path.exists(
+ os.path.expanduser(os.path.join("~", ".kaggle", "kaggle.json"))
+ )
+ or "kaggle" in sys.modules
+ )
+
+
+def _is_databricks() -> bool:
+ # check if we are running inside a databricks notebook by
+ # inspecting sys.modules, searching for dbutils and verifying that
+ # it has the appropriate structure
+
+ if "dbutils" in sys.modules:
+ dbutils = sys.modules["dbutils"]
+ if hasattr(dbutils, "shell"):
+ shell = dbutils.shell
+ if hasattr(shell, "sc"):
+ sc = shell.sc
+ if hasattr(sc, "appName"):
+ return bool(sc.appName == "Databricks Shell")
+ return False
+
+
+def _is_py_requirements_or_dockerfile(path: str) -> bool:
+ file = os.path.basename(path)
+ return (
+ file.endswith(".py")
+ or file.startswith("Dockerfile")
+ or file == "requirements.txt"
+ )
+
+
+def artifact_to_json(artifact: Artifact) -> dict[str, Any]:
+ return {
+ "_type": "artifactVersion",
+ "_version": "v0",
+ "id": artifact.id,
+ "version": artifact.source_version,
+ "sequenceName": artifact.source_name.split(":")[0],
+ "usedAs": artifact.use_as,
+ }
+
+
+def check_dict_contains_nested_artifact(d: dict, nested: bool = False) -> bool:
+ for item in d.values():
+ if isinstance(item, dict):
+ contains_artifacts = check_dict_contains_nested_artifact(item, True)
+ if contains_artifacts:
+ return True
+ elif (isinstance(item, wandb.Artifact) or _is_artifact_string(item)) and nested:
+ return True
+ return False
+
+
+def load_json_yaml_dict(config: str) -> Any:
+ import yaml
+
+ ext = os.path.splitext(config)[-1]
+ if ext == ".json":
+ with open(config) as f:
+ return json.load(f)
+ elif ext == ".yaml":
+ with open(config) as f:
+ return yaml.safe_load(f)
+ else:
+ try:
+ return json.loads(config)
+ except ValueError:
+ return None
+
+
+def _parse_entity_project_item(path: str) -> tuple:
+ """Parse paths with the following formats: {item}, {project}/{item}, & {entity}/{project}/{item}.
+
+ Args:
+ path: `str`, input path; must be between 0 and 3 in length.
+
+ Returns:
+ tuple of length 3 - (item, project, entity)
+
+ Example:
+ alias, project, entity = _parse_entity_project_item("myproj/mymodel:best")
+
+ assert entity == ""
+ assert project == "myproj"
+ assert alias == "mymodel:best"
+
+ """
+ words = path.split("/")
+ if len(words) > 3:
+ raise ValueError(
+ "Invalid path: must be str the form {item}, {project}/{item}, or {entity}/{project}/{item}"
+ )
+ padded_words = [""] * (3 - len(words)) + words
+ return tuple(reversed(padded_words))
+
+
+def _resolve_aliases(aliases: str | Iterable[str] | None) -> list[str]:
+ """Add the 'latest' alias and ensure that all aliases are unique.
+
+ Takes in `aliases` which can be None, str, or List[str] and returns list[str].
+ Ensures that "latest" is always present in the returned list.
+
+ Args:
+ aliases: `aliases: str | Iterable[str] | None`
+
+ Returns:
+ list[str], with "latest" always present.
+
+ Usage:
+
+ ```python
+ aliases = _resolve_aliases(["best", "dev"])
+ assert aliases == ["best", "dev", "latest"]
+
+ aliases = _resolve_aliases("boom")
+ assert aliases == ["boom", "latest"]
+ ```
+ """
+ aliases = aliases or ["latest"]
+
+ if isinstance(aliases, str):
+ aliases = [aliases]
+
+ try:
+ return list(set(aliases) | {"latest"})
+ except TypeError as exc:
+ raise ValueError("`aliases` must be Iterable or None") from exc
+
+
+def _is_artifact_object(v: Any) -> TypeGuard[wandb.Artifact]:
+ return isinstance(v, wandb.Artifact)
+
+
+def _is_artifact_string(v: Any) -> TypeGuard[str]:
+ return isinstance(v, str) and v.startswith("wandb-artifact://")
+
+
+def _is_artifact_version_weave_dict(v: Any) -> TypeGuard[dict]:
+ return isinstance(v, dict) and v.get("_type") == "artifactVersion"
+
+
+def _is_artifact_representation(v: Any) -> bool:
+ return (
+ _is_artifact_object(v)
+ or _is_artifact_string(v)
+ or _is_artifact_version_weave_dict(v)
+ )
+
+
+def parse_artifact_string(v: str) -> tuple[str, str | None, bool]:
+ if not v.startswith("wandb-artifact://"):
+ raise ValueError(f"Invalid artifact string: {v}")
+ parsed_v = v[len("wandb-artifact://") :]
+ base_uri = None
+ url_info = urllib.parse.urlparse(parsed_v)
+ if url_info.scheme != "":
+ base_uri = f"{url_info.scheme}://{url_info.netloc}"
+ parts = url_info.path.split("/")[1:]
+ else:
+ parts = parsed_v.split("/")
+ if parts[0] == "_id":
+ # for now can't fetch paths but this will be supported in the future
+ # when we allow passing typed media objects, this can be extended
+ # to include paths
+ return parts[1], base_uri, True
+
+ if len(parts) < 3:
+ raise ValueError(f"Invalid artifact string: {v}")
+
+ # for now can't fetch paths but this will be supported in the future
+ # when we allow passing typed media objects, this can be extended
+ # to include paths
+ entity, project, name_and_alias_or_version = parts[:3]
+ return f"{entity}/{project}/{name_and_alias_or_version}", base_uri, False
+
+
+def _get_max_cli_version() -> str | None:
+ max_cli_version = wandb.api.max_cli_version()
+ return str(max_cli_version) if max_cli_version is not None else None
+
+
+def ensure_text(
+ string: str | bytes, encoding: str = "utf-8", errors: str = "strict"
+) -> str:
+ """Coerce s to str."""
+ if isinstance(string, bytes):
+ return string.decode(encoding, errors)
+ elif isinstance(string, str):
+ return string
+ else:
+ raise TypeError(f"not expecting type {type(string)!r}")
+
+
+def make_artifact_name_safe(name: str) -> str:
+ """Make an artifact name safe for use in artifacts."""
+ # artifact names may only contain alphanumeric characters, dashes, underscores, and dots.
+ cleaned = re.sub(r"[^a-zA-Z0-9_\-.]", "_", name)
+ if len(cleaned) <= 128:
+ return cleaned
+ # truncate with dots in the middle using regex
+ return re.sub(r"(^.{63}).*(.{63}$)", r"\g<1>..\g<2>", cleaned)
+
+
+def make_docker_image_name_safe(name: str) -> str:
+ """Make a docker image name safe for use in artifacts."""
+ safe_chars = RE_DOCKER_IMAGE_NAME_CHARS.sub("__", name.lower())
+ deduped = RE_DOCKER_IMAGE_NAME_SEPARATOR_REPEAT.sub("__", safe_chars)
+ trimmed_start = RE_DOCKER_IMAGE_NAME_SEPARATOR_START.sub("", deduped)
+ trimmed = RE_DOCKER_IMAGE_NAME_SEPARATOR_END.sub("", trimmed_start)
+ return trimmed if trimmed else "image"
+
+
+def merge_dicts(
+ source: dict[str, Any],
+ destination: dict[str, Any],
+) -> dict[str, Any]:
+ """Recursively merge two dictionaries.
+
+ This mutates the destination and its nested dictionaries and lists.
+
+ Instances of `dict` are recursively merged and instances of `list`
+ are appended to the destination. If the destination type is not
+ `dict` or `list`, respectively, the key is overwritten with the
+ source value.
+
+ For all other types, the source value overwrites the destination value.
+ """
+ for key, value in source.items():
+ if isinstance(value, dict):
+ node = destination.get(key)
+ if isinstance(node, dict):
+ merge_dicts(value, node)
+ else:
+ destination[key] = value
+
+ elif isinstance(value, list):
+ dest_value = destination.get(key)
+ if isinstance(dest_value, list):
+ dest_value.extend(value)
+ else:
+ destination[key] = value
+
+ else:
+ destination[key] = value
+
+ return destination
+
+
+def coalesce(*arg: Any) -> Any:
+ """Return the first non-none value in the list of arguments.
+
+ Similar to ?? in C#.
+ """
+ return next((a for a in arg if a is not None), None)
+
+
+def recursive_cast_dictlike_to_dict(d: dict[str, Any]) -> dict[str, Any]:
+ for k, v in d.items():
+ if isinstance(v, dict):
+ recursive_cast_dictlike_to_dict(v)
+ elif hasattr(v, "keys"):
+ d[k] = dict(v)
+ recursive_cast_dictlike_to_dict(d[k])
+ return d
+
+
+def remove_keys_with_none_values(d: dict[str, Any] | Any) -> dict[str, Any] | Any:
+ # otherwise iterrows will create a bunch of ugly charts
+ if not isinstance(d, dict):
+ return d
+
+ if isinstance(d, dict):
+ new_dict = {}
+ for k, v in d.items():
+ new_v = remove_keys_with_none_values(v)
+ if new_v is not None and not (isinstance(new_v, dict) and len(new_v) == 0):
+ new_dict[k] = new_v
+ return new_dict if new_dict else None
+
+
+def batched(n: int, iterable: Iterable[T]) -> Generator[list[T], None, None]:
+ i = iter(iterable)
+ batch = list(itertools.islice(i, n))
+ while batch:
+ yield batch
+ batch = list(itertools.islice(i, n))
+
+
+def random_string(length: int = 12) -> str:
+ """Generate a random string of a given length.
+
+ :param length: Length of the string to generate.
+ :return: Random string.
+ """
+ return "".join(
+ secrets.choice(string.ascii_lowercase + string.digits) for _ in range(length)
+ )
+
+
+def sample_with_exponential_decay_weights(
+ xs: Iterable | Iterable[Iterable],
+ ys: Iterable[Iterable],
+ keys: Iterable | None = None,
+ sample_size: int = 1500,
+) -> tuple[list, list, list | None]:
+ """Sample from a list of lists with weights that decay exponentially.
+
+ May be used with the wandb.plot.line_series function.
+ """
+ xs_array = np.array(xs)
+ ys_array = np.array(ys)
+ keys_array = np.array(keys) if keys else None
+ weights = np.exp(-np.arange(len(xs_array)) / len(xs_array))
+ weights /= np.sum(weights)
+ sampled_indices = np.random.choice(len(xs_array), size=sample_size, p=weights)
+ sampled_xs = xs_array[sampled_indices].tolist()
+ sampled_ys = ys_array[sampled_indices].tolist()
+ sampled_keys = keys_array[sampled_indices].tolist() if keys_array else None
+
+ return sampled_xs, sampled_ys, sampled_keys
+
+
+@dataclasses.dataclass(frozen=True)
+class InstalledDistribution:
+ """An installed distribution.
+
+ Attributes:
+ key: The distribution name as it would be imported.
+ version: The distribution's version string.
+ """
+
+ key: str
+ version: str
+
+
+def working_set() -> Iterable[InstalledDistribution]:
+ """Return the working set of installed distributions."""
+ from importlib.metadata import distributions
+
+ for d in distributions():
+ with contextlib.suppress(KeyError, UnicodeDecodeError, TypeError):
+ # In some distributions, the "Name" attribute may not be present,
+ # or the metadata itself may be None or malformed, which can raise
+ # KeyError, UnicodeDecodeError, or TypeError.
+ # For additional context, see: https://github.com/python/importlib_metadata/issues/371.
+ yield InstalledDistribution(key=d.metadata["Name"], version=d.version)
+
+
+def get_core_path() -> str:
+ """Returns the path to the wandb-core binary.
+
+ Returns:
+ str: The path to the wandb-core package.
+
+ Raises:
+ WandbCoreNotAvailableError: If wandb-core was not built for the current system.
+ """
+ bin_path = pathlib.Path(__file__).parent / "bin" / "wandb-core"
+ if not bin_path.exists():
+ raise WandbCoreNotAvailableError(
+ f"File not found: {bin_path}."
+ " Please contact support at support@wandb.com."
+ f" Your platform is: {platform.platform()}."
+ )
+
+ return str(bin_path)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_agent.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_agent.py
new file mode 100644
index 0000000000000000000000000000000000000000..181f8eae26ebf7f4845702af88d2ff37caf501fc
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_agent.py
@@ -0,0 +1,686 @@
+from __future__ import annotations
+
+import contextlib
+import logging
+import multiprocessing
+import os
+import platform
+import queue
+import re
+import signal
+import socket
+import subprocess
+import sys
+import time
+import traceback
+from typing import Any, Callable
+
+import wandb
+from wandb import util
+from wandb.sdk import wandb_login
+from wandb.sdk.lib import config_util, ipython
+
+logger = logging.getLogger(__name__)
+
+
+class AgentError(Exception):
+ pass
+
+
+class AgentProcess:
+ """Launch and manage a process."""
+
+ def __init__(
+ self,
+ env=None,
+ command=None,
+ function=None,
+ run_id=None,
+ in_jupyter=None,
+ forward_signals=False,
+ ):
+ self._popen = None
+ self._proc = None
+ self._finished_q = multiprocessing.Queue()
+ self._proc_killed = False
+
+ # Store original handlers
+ self._original_handlers = {}
+
+ # Set up handlers for all possible signals
+ if forward_signals:
+ skip_signals = {
+ getattr(signal, "SIGKILL", None),
+ getattr(signal, "SIGSTOP", None),
+ }
+ skip_signals.discard(None)
+ for signum in signal.valid_signals():
+ # Skip signals that can't be caught
+ if signum in skip_signals:
+ continue
+ with contextlib.suppress(OSError, ValueError):
+ # Some signals might not be supported on all platforms
+ self._original_handlers[signum] = signal.getsignal(signum)
+ signal.signal(signum, self._forward_signal)
+
+ if command:
+ if platform.system() == "Windows":
+ kwargs = dict(creationflags=subprocess.CREATE_NEW_PROCESS_GROUP)
+ env.pop(wandb.env.SERVICE, None)
+ # TODO: Determine if we need the same stdin workaround as POSIX case below.
+ self._popen = subprocess.Popen(command, env=env, **kwargs)
+ else:
+ if sys.version_info >= (3, 11):
+ # preexec_fn=os.setpgrp is not thread-safe; process_group was introduced in
+ # python 3.11 to replace it, so use that when possible
+ kwargs = dict(process_group=0)
+ else:
+ kwargs = dict(preexec_fn=os.setpgrp)
+ env.pop(wandb.env.SERVICE, None)
+ # Upon spawning the subprocess in a new process group, the child's process group is
+ # not connected to the controlling terminal's stdin. If it tries to access stdin,
+ # it gets a SIGTTIN and blocks until we give it the terminal, which we don't want
+ # to do.
+ #
+ # By using subprocess.PIPE, we give it an independent stdin. However, it will still
+ # block if it tries to read from stdin, because we're not writing anything to it.
+ # We immediately close the subprocess's stdin here so it can fail fast and get an
+ # EOF.
+ #
+ # (One situation that makes this relevant is that importing `readline` even
+ # indirectly can cause the child to attempt to access stdin, which can trigger the
+ # deadlock. In Python 3.13, `import torch` indirectly imports `readline` via `pdb`,
+ # meaning `import torch` in a run script can deadlock unless we override stdin.
+ # See https://github.com/wandb/wandb/pull/10489 description for more details.)
+ #
+ # Also, we avoid spawning a new session because that breaks preempted child process
+ # handling.
+ self._popen = subprocess.Popen(
+ command,
+ env=env,
+ stdin=subprocess.PIPE,
+ **kwargs,
+ )
+ self._popen.stdin.close()
+ elif function:
+ self._proc = multiprocessing.Process(
+ target=self._start,
+ args=(self._finished_q, env, function, run_id, in_jupyter),
+ )
+ self._proc.start()
+ else:
+ raise AgentError("Agent Process requires command or function")
+
+ def _forward_signal(self, signum, frame):
+ """Forward a received signal to any child process, mirroring the agent's behavior."""
+ if self._popen:
+ if platform.system() == "Windows" and signum in (
+ signal.SIGINT,
+ signal.SIGTERM,
+ ):
+ # On Windows, we can only send CTRL_BREAK_EVENT or CTRL_C_EVENT
+ self._popen.send_signal(signal.CTRL_BREAK_EVENT)
+ else:
+ self._popen.send_signal(signum)
+ if self._proc:
+ if hasattr(signal, "SIGKILL") and signum == signal.SIGKILL:
+ self._proc.kill()
+ else:
+ self._proc.send_signal(signum)
+
+ # Call original handler to ensure parent process handles signal
+ original_handler = self._original_handlers.get(signum)
+ if original_handler and callable(original_handler):
+ original_handler(signum, frame)
+
+ def _start(self, finished_q, env, function, run_id, in_jupyter):
+ if env:
+ for k, v in env.items():
+ os.environ[k] = v
+
+ # call user function
+ wandb.termlog(f"Agent Started Run: {run_id}")
+ if function:
+ function()
+ wandb.termlog(f"Agent Finished Run: {run_id}\n")
+
+ # complete the run
+ run = wandb.run
+ if run:
+ wandb.join()
+
+ # signal that the process is finished
+ finished_q.put(True)
+
+ def poll(self):
+ if self._popen:
+ return self._popen.poll()
+ if self._proc_killed:
+ # we need to join process to prevent zombies
+ self._proc.join()
+ return True
+ try:
+ finished = self._finished_q.get(False, 0)
+ if finished:
+ return True
+ except queue.Empty:
+ pass
+ return
+
+ def wait(self):
+ if self._popen:
+ # if on windows, wait() will block and we won't be able to interrupt
+ if platform.system() == "Windows":
+ while True:
+ p = self._popen.poll()
+ if p is not None:
+ return p
+ time.sleep(1)
+ return self._popen.wait()
+ return self._proc.join()
+
+ def kill(self):
+ if self._popen:
+ return self._popen.kill()
+ pid = self._proc.pid
+ if pid:
+ ret = os.kill(pid, signal.SIGKILL)
+ self._proc_killed = True
+ return ret
+ return
+
+ def terminate(self):
+ if self._popen:
+ # windows terminate is too strong, send Ctrl-C instead
+ if platform.system() == "Windows":
+ return self._popen.send_signal(signal.CTRL_C_EVENT)
+ return self._popen.terminate()
+ return self._proc.terminate()
+
+
+class Agent:
+ POLL_INTERVAL = 5
+ REPORT_INTERVAL = 0
+ KILL_DELAY = 30
+ FLAPPING_MAX_SECONDS = 60
+ FLAPPING_MAX_FAILURES = 3
+ MAX_INITIAL_FAILURES = 5
+ DEFAULT_SWEEP_COMMAND: list[str] = [
+ "${env}",
+ "${interpreter}",
+ "${program}",
+ "${args}",
+ ]
+ SWEEP_COMMAND_ENV_VAR_REGEX = re.compile(r"\$\{envvar\:([A-Z0-9_]*)\}")
+
+ def __init__(
+ self,
+ api,
+ queue,
+ sweep_id=None,
+ function=None,
+ in_jupyter=None,
+ count=None,
+ forward_signals=False,
+ ):
+ self._api = api
+ self._queue = queue
+ self._run_processes = {} # keyed by run.id (GQL run name)
+ self._server_responses = []
+ self._sweep_id = sweep_id
+ self._in_jupyter = in_jupyter
+ self._log = []
+ self._running = True
+ self._last_report_time = None
+ self._function = function
+ self._report_interval = wandb.env.get_agent_report_interval(
+ self.REPORT_INTERVAL
+ )
+ self._kill_delay = wandb.env.get_agent_kill_delay(self.KILL_DELAY)
+ self._finished = 0
+ self._failed = 0
+ self._count = count
+ self._sweep_command = []
+ self._max_initial_failures = wandb.env.get_agent_max_initial_failures(
+ self.MAX_INITIAL_FAILURES
+ )
+ self._forward_signals = forward_signals
+ if self._report_interval is None:
+ raise AgentError("Invalid agent report interval")
+ if self._kill_delay is None:
+ raise AgentError("Invalid agent kill delay")
+ # if the directory to log to is not set, set it
+ if os.environ.get("WANDB_DIR") is None:
+ os.environ["WANDB_DIR"] = os.path.abspath(os.getcwd())
+
+ def is_flapping(self):
+ """Determine if the process is flapping.
+
+ Flapping occurs if the agents receives FLAPPING_MAX_FAILURES non-0 exit codes in
+ the first FLAPPING_MAX_SECONDS.
+ """
+ if os.getenv(wandb.env.AGENT_DISABLE_FLAPPING) == "true":
+ return False
+ if time.time() < wandb.START_TIME + self.FLAPPING_MAX_SECONDS:
+ return self._failed >= self.FLAPPING_MAX_FAILURES
+
+ def is_failing(self):
+ return (
+ self._failed >= self._finished
+ and self._max_initial_failures <= self._failed
+ )
+
+ def run(self): # noqa: C901
+ # TODO: catch exceptions, handle errors, show validation warnings, and make more generic
+ import yaml
+
+ sweep_obj = self._api.sweep(self._sweep_id, "{}")
+ if sweep_obj:
+ sweep_yaml = sweep_obj.get("config")
+ if sweep_yaml:
+ sweep_config = yaml.safe_load(sweep_yaml)
+ if sweep_config:
+ sweep_command = sweep_config.get("command")
+ if sweep_command and isinstance(sweep_command, list):
+ self._sweep_command = sweep_command
+
+ # TODO: include sweep ID
+ agent = self._api.register_agent(socket.gethostname(), sweep_id=self._sweep_id)
+ agent_id = agent["id"]
+
+ try:
+ while self._running:
+ commands = util.read_many_from_queue(
+ self._queue, 100, self.POLL_INTERVAL
+ )
+ for command in commands:
+ command["resp_queue"].put(self._process_command(command))
+
+ now = util.stopwatch_now()
+ if self._last_report_time is None or (
+ self._report_interval != 0
+ and now > self._last_report_time + self._report_interval
+ ):
+ logger.info("Running runs: %s", list(self._run_processes.keys()))
+ self._last_report_time = now
+ run_status = {}
+ for run_id, run_process in list(self._run_processes.items()):
+ poll_result = run_process.poll()
+ if poll_result is None:
+ run_status[run_id] = True
+ continue
+ elif (
+ not isinstance(poll_result, bool)
+ and isinstance(poll_result, int)
+ and poll_result > 0
+ ):
+ self._failed += 1
+ # TODO: raise an exception
+ if self.is_flapping():
+ logger.error(
+ "Detected %i failed runs in the first %i seconds, shutting down.",
+ self.FLAPPING_MAX_FAILURES,
+ self.FLAPPING_MAX_SECONDS,
+ )
+ logger.info(
+ "To disable this check set WANDB_AGENT_DISABLE_FLAPPING=true"
+ )
+ self._running = False
+ break
+ # TODO: raise an exception
+ if self.is_failing():
+ logger.error(
+ "Detected %i failed runs in a row, shutting down.",
+ self._max_initial_failures,
+ )
+ logger.info(
+ "To change this value set WANDB_AGENT_MAX_INITIAL_FAILURES=val"
+ )
+ self._running = False
+ break
+ logger.info("Cleaning up finished run: %s", run_id)
+
+ # wandb.teardown() was added with wandb service and is a hammer to make
+ # sure that active runs are finished before moving on to another agent run
+ #
+ # In the future, a lighter weight way to implement this could be to keep a
+ # service process open for all the agent instances and inform_finish when
+ # the run should be marked complete. This however could require
+ # inform_finish on every run created by this process.
+ if hasattr(wandb, "teardown"):
+ exit_code = 0
+ if isinstance(poll_result, int):
+ exit_code = poll_result
+ elif isinstance(poll_result, bool):
+ exit_code = -1
+ wandb.teardown(exit_code)
+
+ del self._run_processes[run_id]
+ self._last_report_time = None
+ self._finished += 1
+
+ if self._count and self._finished >= self._count or not self._running:
+ self._running = False
+ continue
+
+ commands = self._api.agent_heartbeat(agent_id, {}, run_status)
+
+ # TODO: send _server_responses
+ self._server_responses = []
+ for command in commands:
+ self._server_responses.append(self._process_command(command))
+
+ except KeyboardInterrupt:
+ try:
+ wandb.termlog(
+ "Ctrl-c pressed. Waiting for runs to end. Press ctrl-c again to terminate them."
+ )
+ for _, run_process in self._run_processes.items():
+ run_process.wait()
+ except KeyboardInterrupt:
+ pass
+ finally:
+ try:
+ if not self._in_jupyter:
+ wandb.termlog("Terminating and syncing runs. Press ctrl-c to kill.")
+ for _, run_process in self._run_processes.items():
+ try:
+ run_process.terminate()
+ except OSError:
+ pass # if process is already dead
+ for _, run_process in self._run_processes.items():
+ run_process.wait()
+ except KeyboardInterrupt:
+ wandb.termlog("Killing runs and quitting.")
+ for _, run_process in self._run_processes.items():
+ try:
+ run_process.kill()
+ except OSError:
+ pass # if process is already dead
+
+ def _process_command(self, command):
+ logger.info("Agent received command: {}".format(command.get("type", "Unknown")))
+ response = {
+ "id": command.get("id"),
+ "result": None,
+ }
+ try:
+ command_type = command["type"]
+ if command_type == "run":
+ result = self._command_run(command)
+ elif command_type == "stop":
+ result = self._command_stop(command)
+ elif command_type == "exit":
+ result = self._command_exit(command)
+ elif command_type == "resume":
+ result = self._command_run(command)
+ else:
+ raise AgentError(f"No such command: {command_type}") # noqa: TRY301
+ response["result"] = result
+ except Exception:
+ logger.exception("Exception while processing command: %s", command)
+ ex_type, ex, tb = sys.exc_info()
+ response["exception"] = f"{ex_type.__name__}: {str(ex)}"
+ response["traceback"] = traceback.format_tb(tb)
+ del tb
+
+ self._log.append((command, response))
+
+ return response
+
+ def _command_run(self, command):
+ from wandb.sdk.launch.sweeps import utils as sweep_utils
+
+ logger.info(
+ "Agent starting run with config:\n"
+ + "\n".join(
+ ["\t{}: {}".format(k, v["value"]) for k, v in command["args"].items()]
+ )
+ )
+ if self._in_jupyter:
+ wandb.termlog(
+ f"Agent Starting Run: {command.get('run_id')} with config:\n"
+ + "\n".join(
+ [f"\t{k}: {v['value']}" for k, v in command["args"].items()]
+ )
+ )
+
+ # Setup sweep command
+ sweep_command: list[str] = sweep_utils.create_sweep_command(self._sweep_command)
+
+ run_id = command.get("run_id")
+ sweep_id = os.environ.get(wandb.env.SWEEP_ID)
+ # TODO(jhr): move into settings
+ config_file = os.path.join(
+ "wandb", "sweep-" + sweep_id, "config-" + run_id + ".yaml"
+ )
+ json_file = os.path.join(
+ "wandb", "sweep-" + sweep_id, "config-" + run_id + ".json"
+ )
+
+ os.environ[wandb.env.RUN_ID] = run_id
+
+ base_dir = os.environ.get(wandb.env.DIR, "")
+ sweep_param_path = os.path.join(base_dir, config_file)
+ os.environ[wandb.env.SWEEP_PARAM_PATH] = sweep_param_path
+ config_util.save_config_file_from_dict(sweep_param_path, command["args"])
+
+ env = dict(os.environ)
+
+ sweep_vars: dict[str, Any] = sweep_utils.create_sweep_command_args(command)
+
+ if "${args_json_file}" in sweep_command:
+ with open(json_file, "w") as fp:
+ fp.write(sweep_vars["args_json"][0])
+
+ if self._function:
+ # make sure that each run regenerates setup singleton
+ wandb.teardown()
+ proc = AgentProcess(
+ function=self._function,
+ env=env,
+ run_id=run_id,
+ in_jupyter=self._in_jupyter,
+ forward_signals=self._forward_signals,
+ )
+ else:
+ sweep_vars["interpreter"] = ["python"]
+ sweep_vars["program"] = [command["program"]]
+ sweep_vars["args_json_file"] = [json_file]
+ if platform.system() != "Windows":
+ sweep_vars["env"] = ["/usr/bin/env"]
+ command_list = []
+ for c in sweep_command:
+ c = str(c)
+ if c.startswith("${") and c.endswith("}"):
+ replace_list = sweep_vars.get(c[2:-1])
+ command_list += replace_list or []
+ else:
+ command_list += [c]
+ logger.info(
+ "About to run command: {}".format(
+ " ".join(f'"{c}"' if " " in c else c for c in command_list)
+ )
+ )
+ proc = AgentProcess(
+ command=command_list, env=env, forward_signals=self._forward_signals
+ )
+ self._run_processes[run_id] = proc
+
+ # we keep track of when we sent the sigterm to give processes a chance
+ # to handle the signal before sending sigkill every heartbeat
+ self._run_processes[run_id].last_sigterm_time = None
+ self._last_report_time = None
+
+ def _command_stop(self, command):
+ run_id = command["run_id"]
+ if run_id in self._run_processes:
+ proc = self._run_processes[run_id]
+ now = util.stopwatch_now()
+ if proc.last_sigterm_time is None:
+ proc.last_sigterm_time = now
+ logger.info("Stop: %s", run_id)
+ try:
+ proc.terminate()
+ except OSError: # if process is already dead
+ pass
+ elif now > proc.last_sigterm_time + self._kill_delay:
+ logger.info("Kill: %s", run_id)
+ try:
+ proc.kill()
+ except OSError: # if process is already dead
+ pass
+ else:
+ logger.error("Run %s not running", run_id)
+
+ def _command_exit(self, command):
+ logger.info("Received exit command. Killing runs and quitting.")
+ for _, proc in self._run_processes.items():
+ try:
+ proc.kill()
+ except OSError:
+ # process is already dead
+ pass
+ self._running = False
+
+
+class AgentApi:
+ def __init__(self, queue):
+ self._queue = queue
+ self._command_id = 0
+ self._multiproc_manager = multiprocessing.Manager()
+
+ def command(self, command):
+ command["origin"] = "local"
+ command["id"] = f"local-{self._command_id}"
+ self._command_id += 1
+ resp_queue = self._multiproc_manager.Queue()
+ command["resp_queue"] = resp_queue
+ self._queue.put(command)
+ result = resp_queue.get()
+ print("result:", result) # noqa: T201
+ if "exception" in result:
+ print("Exception occurred while running command") # noqa: T201
+ for line in result["traceback"]:
+ print(line.strip()) # noqa: T201
+ print(result["exception"]) # noqa: T201
+ return result
+
+
+def run_agent(
+ sweep_id,
+ function=None,
+ in_jupyter=None,
+ entity=None,
+ project=None,
+ count=None,
+ forward_signals=False,
+):
+ from wandb.apis import InternalApi
+ from wandb.sdk.launch.sweeps import utils as sweep_utils
+
+ parts = dict(entity=entity, project=project, name=sweep_id)
+ err = sweep_utils.parse_sweep_id(parts)
+ if err:
+ wandb.termerror(err)
+ return
+ entity = parts.get("entity") or entity
+ project = parts.get("project") or project
+ sweep_id = parts.get("name") or sweep_id
+
+ if entity:
+ wandb.env.set_entity(entity)
+ if project:
+ wandb.env.set_project(project)
+ if sweep_id:
+ # TODO(jhr): remove when jobspec is merged
+ os.environ[wandb.env.SWEEP_ID] = sweep_id
+ logger.setLevel(logging.DEBUG)
+ ch = logging.StreamHandler()
+ log_level = logging.DEBUG
+ if in_jupyter:
+ log_level = logging.ERROR
+ ch.setLevel(log_level)
+ formatter = logging.Formatter(
+ "%(asctime)s - %(name)s - %(levelname)s - %(message)s"
+ )
+ ch.setFormatter(formatter)
+ try:
+ logger.addHandler(ch)
+
+ api = InternalApi()
+ queue = multiprocessing.Queue()
+ agent = Agent(
+ api,
+ queue,
+ sweep_id=sweep_id,
+ function=function,
+ in_jupyter=in_jupyter,
+ count=count,
+ forward_signals=forward_signals,
+ )
+ agent.run()
+ finally:
+ # make sure we remove the logging handler (important for jupyter notebooks)
+ logger.removeHandler(ch)
+
+
+def agent(
+ sweep_id: str,
+ function: Callable | None = None,
+ entity: str | None = None,
+ project: str | None = None,
+ count: int | None = None,
+ forward_signals: bool = False,
+) -> None:
+ """Start one or more sweep agents.
+
+ The sweep agent uses the `sweep_id` to know which sweep it
+ is a part of, what function to execute, and (optionally) how
+ many agents to run.
+
+ Args:
+ sweep_id: The unique identifier for a sweep. A sweep ID
+ is generated by W&B CLI or Python SDK.
+ function: A function to call instead of the "program"
+ specified in the sweep config.
+ entity: The username or team name where you want to send W&B
+ runs created by the sweep to. Ensure that the entity you
+ specify already exists. If you don't specify an entity,
+ the run will be sent to your default entity,
+ which is usually your username.
+ project: The name of the project where W&B runs created from
+ the sweep are sent to. If the project is not specified, the
+ run is sent to a project labeled "Uncategorized".
+ count: The number of sweep config trials to try.
+ forward_signals: Whether to forward signals the agent receives
+ to the child processes. Only supported by CLI agent.
+
+ """
+ from wandb.agents.pyagent import pyagent
+
+ global _INSTANCES
+ _INSTANCES += 1
+ try:
+ # make sure we are logged in
+ wandb_login._login(_silent=True)
+ if function:
+ return pyagent(sweep_id, function, entity, project, count)
+ return run_agent(
+ sweep_id,
+ function=function,
+ in_jupyter=ipython.in_jupyter(),
+ entity=entity,
+ project=project,
+ count=count,
+ forward_signals=forward_signals,
+ )
+ finally:
+ _INSTANCES -= 1
+
+
+_INSTANCES = 0
+
+
+def _is_running():
+ return bool(_INSTANCES)
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_controller.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_controller.py
new file mode 100644
index 0000000000000000000000000000000000000000..217bd616f86775346d11d4cb70f15f38bd27724f
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_controller.py
@@ -0,0 +1,712 @@
+"""Sweep controller.
+
+This module implements the sweep controller.
+
+On error an exception is raised:
+ ControllerError
+
+Example:
+ import wandb
+
+ #
+ # create a sweep controller
+ #
+ # There are three different ways sweeps can be created:
+ # (1) create with sweep id from `wandb sweep` command
+ sweep_id = 'xyzxyz2'
+ tuner = wandb.controller(sweep_id)
+ # (2) create with sweep config
+ sweep_config = {}
+ tuner = wandb.controller()
+ tuner.configure(sweep_config)
+ tuner.create()
+ # (3) create by constructing programmatic sweep configuration
+ tuner = wandb.controller()
+ tuner.configure_search('random')
+ tuner.configure_program('train-dummy.py')
+ tuner.configure_parameter('param1', values=[1,2,3])
+ tuner.configure_parameter('param2', values=[1,2,3])
+ tuner.configure_controller(type="local")
+ tuner.create()
+ #
+ # run the sweep controller
+ #
+ # There are three different ways sweeps can be executed:
+ # (1) run to completion
+ tuner.run()
+ # (2) run in a simple loop
+ while not tuner.done():
+ tuner.step()
+ tuner.print_status()
+ # (3) run in a more complex loop
+ while not tuner.done():
+ params = tuner.search()
+ tuner.schedule(params)
+ runs = tuner.stopping()
+ if runs:
+ tuner.stop_runs(runs)
+"""
+
+from __future__ import annotations
+
+import json
+import os
+import random
+import string
+import time
+from typing import Callable
+
+import yaml
+
+from wandb import env
+from wandb.apis import InternalApi
+from wandb.sdk import wandb_sweep
+from wandb.sdk.launch.sweeps.utils import (
+ handle_sweep_config_violations,
+ sweep_config_err_text_from_jsonschema_violations,
+)
+from wandb.util import get_module
+
+# TODO(jhr): Add metric status
+# TODO(jhr): Add print_space
+# TODO(jhr): Add print_summary
+
+
+sweeps = get_module(
+ "sweeps",
+ required="wandb[sweeps] is required to use the local controller. "
+ "Please run `pip install wandb[sweeps]`.",
+)
+
+
+# This should be something like 'pending' (but we need to make sure everyone else is ok with that)
+SWEEP_INITIAL_RUN_STATE = sweeps.RunState.pending
+
+
+def _id_generator(size=10, chars=string.ascii_lowercase + string.digits):
+ return "".join(random.choice(chars) for _ in range(size))
+
+
+class ControllerError(Exception):
+ """Base class for sweep errors."""
+
+
+class _WandbController:
+ """Sweep controller class.
+
+ Internal datastructures on the sweep object to coordinate local controller with
+ cloud controller.
+
+ Data structures:
+ controller: {
+ schedule: [
+ { id: SCHEDULE_ID
+ data: {param1: val1, param2: val2}},
+ ]
+ earlystop: [RUN_ID, ...]
+ scheduler:
+ scheduled: [
+ { id: SCHEDULE_ID
+ runid: RUN_ID},
+ ]
+
+ `controller` is only updated by the client
+ `scheduler` is only updated by the cloud backend
+
+ Protocols:
+ Scheduling a run:
+ - client controller adds a schedule entry on the controller.schedule list
+ - cloud backend notices the new entry and creates a run with the parameters
+ - cloud backend adds a scheduled entry on the scheduler.scheduled list
+ - client controller notices that the run has been scheduled and removes it from
+ controller.schedule list
+
+ Current implementation details:
+ - Runs are only schedule if there are no other runs scheduled.
+
+ """
+
+ def __init__(self, sweep_id_or_config=None, entity=None, project=None):
+ # sweep id configured in constructor
+ self._sweep_id: str | None = None
+
+ # configured parameters
+ # Configuration to be created
+ self._create: dict = {}
+ # Custom search
+ self._custom_search: (
+ Callable[
+ [dict | sweeps.SweepConfig, list[sweeps.SweepRun]],
+ sweeps.SweepRun | None,
+ ]
+ | None
+ ) = None
+ # Custom stopping
+ self._custom_stopping: (
+ Callable[
+ [dict | sweeps.SweepConfig, list[sweeps.SweepRun]],
+ list[sweeps.SweepRun],
+ ]
+ | None
+ ) = None
+ # Program function (used for future jupyter support)
+ self._program_function = None
+
+ # The following are updated every sweep step
+ # raw sweep object (dict of strings)
+ self._sweep_obj = None
+ # parsed sweep config (dict)
+ self._sweep_config: dict | sweeps.SweepConfig | None = None
+ # sweep metric used to optimize (str or None)
+ self._sweep_metric: str | None = None
+ # list of _Run objects
+ self._sweep_runs: list[sweeps.SweepRun] | None = None
+ # dictionary mapping name of run to run object
+ self._sweep_runs_map: dict[str, sweeps.SweepRun] | None = None
+ # scheduler dict (read only from controller) - used as feedback from the server
+ self._scheduler: dict | None = None
+ # controller dict (write only from controller) - used to send commands to server
+ self._controller: dict | None = None
+ # keep track of controller dict from previous step
+ self._controller_prev_step: dict | None = None
+
+ # Internal
+ # Keep track of whether the sweep has been started
+ self._started: bool = False
+ # indicate whether there is more to schedule
+ self._done_scheduling: bool = False
+ # indicate whether the sweep needs to be created
+ self._defer_sweep_creation: bool = False
+ # count of logged lines since last status
+ self._logged: int = 0
+ # last status line printed
+ self._laststatus: str = ""
+ # keep track of logged actions for print_actions()
+ self._log_actions: list[tuple[str, str]] = []
+ # keep track of logged debug for print_debug()
+ self._log_debug: list[str] = []
+
+ # all backend commands use internal api
+ environ = os.environ
+ if entity:
+ env.set_entity(entity, env=environ)
+ if project:
+ env.set_project(project, env=environ)
+ self._api = InternalApi(environ=environ)
+
+ if isinstance(sweep_id_or_config, str):
+ self._sweep_id = sweep_id_or_config
+ elif isinstance(sweep_id_or_config, (dict, sweeps.SweepConfig)):
+ self._create = sweeps.SweepConfig(sweep_id_or_config)
+
+ # check for custom search and or stopping functions
+ for config_key, controller_attr in zip(
+ ["method", "early_terminate"], ["_custom_search", "_custom_stopping"]
+ ):
+ if callable(config_key in self._create and self._create[config_key]):
+ setattr(self, controller_attr, self._create[config_key])
+ self._create[config_key] = "custom"
+
+ self._sweep_id = self.create(from_dict=True)
+ elif sweep_id_or_config is None:
+ self._defer_sweep_creation = True
+ return
+ else:
+ raise ControllerError("Unhandled sweep controller type")
+ sweep_obj = self._sweep_object_read_from_backend()
+ if sweep_obj is None:
+ raise ControllerError("Can not find sweep")
+ self._sweep_obj = sweep_obj
+
+ def configure_search(
+ self,
+ search: str
+ | Callable[
+ [dict | sweeps.SweepConfig, list[sweeps.SweepRun]], sweeps.SweepRun | None
+ ],
+ ):
+ self._configure_check()
+ if isinstance(search, str):
+ self._create["method"] = search
+ elif callable(search):
+ self._create["method"] = "custom"
+ self._custom_search = search
+ else:
+ raise ControllerError("Unhandled search type.")
+
+ def configure_stopping(
+ self,
+ stopping: str
+ | Callable[
+ [dict | sweeps.SweepConfig, list[sweeps.SweepRun]], list[sweeps.SweepRun]
+ ],
+ **kwargs,
+ ):
+ self._configure_check()
+ if isinstance(stopping, str):
+ self._create.setdefault("early_terminate", {})
+ self._create["early_terminate"]["type"] = stopping
+ for k, v in kwargs.items():
+ self._create["early_terminate"][k] = v
+ elif callable(stopping):
+ self._custom_stopping = stopping(kwargs)
+ self._create.setdefault("early_terminate", {})
+ self._create["early_terminate"]["type"] = "custom"
+ else:
+ raise ControllerError("Unhandled stopping type.")
+
+ def configure_metric(self, metric, goal=None):
+ self._configure_check()
+ self._create.setdefault("metric", {})
+ self._create["metric"]["name"] = metric
+ if goal:
+ self._create["metric"]["goal"] = goal
+
+ def configure_program(self, program):
+ self._configure_check()
+ if isinstance(program, str):
+ self._create["program"] = program
+ elif callable(program):
+ self._create["program"] = "__callable__"
+ self._program_function = program
+ raise ControllerError("Program functions are not supported yet")
+ else:
+ raise ControllerError("Unhandled sweep program type")
+
+ def configure_name(self, name):
+ self._configure_check()
+ self._create["name"] = name
+
+ def configure_description(self, description):
+ self._configure_check()
+ self._create["description"] = description
+
+ def configure_parameter(
+ self,
+ name,
+ values=None,
+ value=None,
+ distribution=None,
+ min=None,
+ max=None,
+ mu=None,
+ sigma=None,
+ q=None,
+ a=None,
+ b=None,
+ ):
+ self._configure_check()
+ self._create.setdefault("parameters", {}).setdefault(name, {})
+ if value is not None or (
+ values is None and min is None and max is None and distribution is None
+ ):
+ self._create["parameters"][name]["value"] = value
+ if values is not None:
+ self._create["parameters"][name]["values"] = values
+ if distribution is not None:
+ self._create["parameters"][name]["distribution"] = distribution
+ if min is not None:
+ self._create["parameters"][name]["min"] = min
+ if max is not None:
+ self._create["parameters"][name]["max"] = max
+ if mu is not None:
+ self._create["parameters"][name]["mu"] = mu
+ if sigma is not None:
+ self._create["parameters"][name]["sigma"] = sigma
+ if q is not None:
+ self._create["parameters"][name]["q"] = q
+ if a is not None:
+ self._create["parameters"][name]["a"] = a
+ if b is not None:
+ self._create["parameters"][name]["b"] = b
+
+ def configure_controller(self, type):
+ """Configure controller to local if type == 'local'."""
+ self._configure_check()
+ self._create.setdefault("controller", {})
+ self._create["controller"].setdefault("type", type)
+
+ def configure(self, sweep_dict_or_config):
+ self._configure_check()
+ if self._create:
+ raise ControllerError("Already configured.")
+ if isinstance(sweep_dict_or_config, dict):
+ self._create = sweep_dict_or_config
+ elif isinstance(sweep_dict_or_config, str):
+ self._create = yaml.safe_load(sweep_dict_or_config)
+ else:
+ raise ControllerError("Unhandled sweep controller type")
+
+ @property
+ def sweep_config(self) -> dict | sweeps.SweepConfig:
+ return self._sweep_config
+
+ @property
+ def sweep_id(self) -> str:
+ return self._sweep_id
+
+ def _log(self) -> None:
+ self._logged += 1
+
+ def _error(self, s: str) -> None:
+ print("ERROR:", s) # noqa: T201
+ self._log()
+
+ def _warn(self, s: str) -> None:
+ print("WARN:", s) # noqa: T201
+ self._log()
+
+ def _info(self, s: str) -> None:
+ print("INFO:", s) # noqa: T201
+ self._log()
+
+ def _debug(self, s: str) -> None:
+ print("DEBUG:", s) # noqa: T201
+ self._log()
+
+ def _configure_check(self) -> None:
+ if self._started:
+ raise ControllerError("Can not configure after sweep has been started.")
+
+ def _validate(self, config: dict) -> str:
+ violations = sweeps.schema_violations_from_proposed_config(config)
+ msg = (
+ sweep_config_err_text_from_jsonschema_violations(violations)
+ if len(violations) > 0
+ else ""
+ )
+ return msg
+
+ def create(self, from_dict: bool = False) -> str:
+ if self._started:
+ raise ControllerError("Can not create after sweep has been started.")
+ if not self._defer_sweep_creation and not from_dict:
+ raise ControllerError("Can not use create on already created sweep.")
+ if not self._create:
+ raise ControllerError("Must configure sweep before create.")
+
+ # validate sweep config
+ self._create = sweeps.SweepConfig(self._create)
+
+ # Create sweep
+ sweep_id, warnings = self._api.upsert_sweep(self._create)
+ handle_sweep_config_violations(warnings)
+
+ print("Create sweep with ID:", sweep_id) # noqa: T201
+ sweep_url = wandb_sweep._get_sweep_url(self._api, sweep_id)
+ if sweep_url:
+ print("Sweep URL:", sweep_url) # noqa: T201
+ self._sweep_id = sweep_id
+ self._defer_sweep_creation = False
+ return sweep_id
+
+ def run(
+ self,
+ verbose: bool = False,
+ print_status: bool = True,
+ print_actions: bool = False,
+ print_debug: bool = False,
+ ) -> None:
+ if verbose:
+ print_status = True
+ print_actions = True
+ print_debug = True
+ self._start_if_not_started()
+ while not self.done():
+ if print_status:
+ self.print_status()
+ self.step()
+ if print_actions:
+ self.print_actions()
+ if print_debug:
+ self.print_debug()
+ time.sleep(5)
+
+ def _sweep_object_read_from_backend(self) -> dict | None:
+ specs_json = {}
+ if self._sweep_metric:
+ k = ["_step"]
+ k.append(self._sweep_metric)
+ specs_json = {"keys": k, "samples": 100000}
+ specs = json.dumps(specs_json)
+ # TODO(jhr): catch exceptions?
+ sweep_obj = self._api.sweep(self._sweep_id, specs)
+ if not sweep_obj:
+ return
+ self._sweep_obj = sweep_obj
+ self._sweep_config = yaml.safe_load(sweep_obj["config"])
+ self._sweep_metric = self._sweep_config.get("metric", {}).get("name")
+
+ _sweep_runs: list[sweeps.SweepRun] = []
+ for r in sweep_obj["runs"]:
+ rr = r.copy()
+ if "summaryMetrics" in rr and rr["summaryMetrics"]:
+ rr["summaryMetrics"] = json.loads(rr["summaryMetrics"])
+ if "config" not in rr:
+ raise ValueError("sweep object is missing config")
+ rr["config"] = json.loads(rr["config"])
+ if "history" in rr:
+ if isinstance(rr["history"], list):
+ rr["history"] = [json.loads(d) for d in rr["history"]]
+ else:
+ raise ValueError(
+ "Invalid history value: expected list of json strings: {}".format(
+ rr["history"]
+ )
+ )
+ if "sampledHistory" in rr:
+ sampled_history = []
+ for historyDictList in rr["sampledHistory"]:
+ sampled_history += historyDictList
+ rr["sampledHistory"] = sampled_history
+ _sweep_runs.append(sweeps.SweepRun(**rr))
+
+ self._sweep_runs = _sweep_runs
+ self._sweep_runs_map = {r.name: r for r in self._sweep_runs}
+
+ self._controller = json.loads(sweep_obj.get("controller") or "{}")
+ self._scheduler = json.loads(sweep_obj.get("scheduler") or "{}")
+ self._controller_prev_step = self._controller.copy()
+ return sweep_obj
+
+ def _sweep_object_sync_to_backend(self) -> None:
+ if self._controller == self._controller_prev_step:
+ return
+ sweep_obj_id = self._sweep_obj["id"]
+ controller = json.dumps(self._controller)
+ _, warnings = self._api.upsert_sweep(
+ self._sweep_config, controller=controller, obj_id=sweep_obj_id
+ )
+ handle_sweep_config_violations(warnings)
+ self._controller_prev_step = self._controller.copy()
+
+ def _start_if_not_started(self) -> None:
+ if self._started:
+ return
+ if self._defer_sweep_creation:
+ raise ControllerError(
+ "Must specify or create a sweep before running controller."
+ )
+ obj = self._sweep_object_read_from_backend()
+ if not obj:
+ return
+ is_local = self._sweep_config.get("controller", {}).get("type") == "local"
+ if not is_local:
+ raise ControllerError(
+ "Only sweeps with a local controller are currently supported."
+ )
+ self._started = True
+ # reset controller state, we might want to parse this and decide
+ # what we can continue and add a version key, but for now we can
+ # be safe and just reset things on start
+ self._controller = {}
+ self._sweep_object_sync_to_backend()
+
+ def _parse_scheduled(self):
+ scheduled_list = self._scheduler.get("scheduled") or []
+ started_ids = []
+ stopped_runs = []
+ done_runs = []
+ for s in scheduled_list:
+ runid = s.get("runid")
+ objid = s.get("id")
+ r = self._sweep_runs_map.get(runid)
+ if not r:
+ continue
+ if r.stopped:
+ stopped_runs.append(runid)
+ summary = r.summary_metrics
+ if r.state == SWEEP_INITIAL_RUN_STATE and not summary:
+ continue
+ started_ids.append(objid)
+ if r.state != "running":
+ done_runs.append(runid)
+ return started_ids, stopped_runs, done_runs
+
+ def _step(self) -> None:
+ self._start_if_not_started()
+ self._sweep_object_read_from_backend()
+
+ started_ids, stopped_runs, done_runs = self._parse_scheduled()
+
+ # Remove schedule entry from controller dict if already scheduled
+ schedule_list = self._controller.get("schedule", [])
+ new_schedule_list = [s for s in schedule_list if s.get("id") not in started_ids]
+ self._controller["schedule"] = new_schedule_list
+
+ # Remove earlystop entry from controller if already stopped
+ earlystop_list = self._controller.get("earlystop", [])
+ new_earlystop_list = [
+ r for r in earlystop_list if r not in stopped_runs and r not in done_runs
+ ]
+ self._controller["earlystop"] = new_earlystop_list
+
+ # Clear out step logs
+ self._log_actions = []
+ self._log_debug = []
+
+ def step(self) -> None:
+ self._step()
+ suggestion = self.search()
+ self.schedule(suggestion)
+ to_stop = self.stopping()
+ if len(to_stop) > 0:
+ self.stop_runs(to_stop)
+
+ def done(self) -> bool:
+ self._start_if_not_started()
+ state = self._sweep_obj.get("state")
+ return state not in [
+ s.upper()
+ for s in (
+ sweeps.RunState.preempting.value,
+ SWEEP_INITIAL_RUN_STATE.value,
+ sweeps.RunState.running.value,
+ )
+ ]
+
+ def _search(self) -> sweeps.SweepRun | None:
+ search = self._custom_search or sweeps.next_run
+ next_run = search(self._sweep_config, self._sweep_runs or [])
+ if next_run is None:
+ self._done_scheduling = True
+ return next_run
+
+ def search(self) -> sweeps.SweepRun | None:
+ self._start_if_not_started()
+ suggestion = self._search()
+ return suggestion
+
+ def _stopping(self) -> list[sweeps.SweepRun]:
+ if "early_terminate" not in self.sweep_config:
+ return []
+ stopper = self._custom_stopping or sweeps.stop_runs
+ stop_runs = stopper(self._sweep_config, self._sweep_runs or [])
+
+ debug_lines = [
+ " ".join([f"{k}={v}" for k, v in run.early_terminate_info.items()])
+ for run in stop_runs
+ if run.early_terminate_info is not None
+ ]
+ if debug_lines:
+ self._log_debug += debug_lines
+
+ return stop_runs
+
+ def stopping(self) -> list[sweeps.SweepRun]:
+ self._start_if_not_started()
+ return self._stopping()
+
+ def schedule(self, run: sweeps.SweepRun | None) -> None:
+ self._start_if_not_started()
+
+ # only schedule one run at a time (for now)
+ if self._controller and self._controller.get("schedule"):
+ return
+
+ schedule_id = _id_generator()
+
+ if run is None:
+ schedule_list = [{"id": schedule_id, "data": {"args": None}}]
+ else:
+ param_list = [
+ "{}={}".format(k, v.get("value")) for k, v in sorted(run.config.items())
+ ]
+ self._log_actions.append(("schedule", ",".join(param_list)))
+
+ # schedule one run
+ schedule_list = [{"id": schedule_id, "data": {"args": run.config}}]
+
+ self._controller["schedule"] = schedule_list
+ self._sweep_object_sync_to_backend()
+
+ def stop_runs(self, runs: list[sweeps.SweepRun]) -> None:
+ earlystop_list = list({run.name for run in runs})
+ self._log_actions.append(("stop", ",".join(earlystop_list)))
+ self._controller["earlystop"] = earlystop_list
+ self._sweep_object_sync_to_backend()
+
+ def print_status(self) -> None:
+ status = _sweep_status(self._sweep_obj, self._sweep_config, self._sweep_runs)
+ if self._laststatus != status or self._logged:
+ print(status) # noqa: T201
+ self._laststatus = status
+ self._logged = 0
+
+ def print_actions(self) -> None:
+ for action, line in self._log_actions:
+ self._info(f"{action.capitalize()} ({line})")
+ self._log_actions = []
+
+ def print_debug(self) -> None:
+ for line in self._log_debug:
+ self._debug(line)
+ self._log_debug = []
+
+ def print_space(self) -> None:
+ self._warn("Method not implemented yet.")
+
+ def print_summary(self) -> None:
+ self._warn("Method not implemented yet.")
+
+
+def _get_run_counts(runs: list[sweeps.SweepRun]) -> dict[str, int]:
+ metrics = {}
+ categories = [name for name, _ in sweeps.RunState.__members__.items()] + ["unknown"]
+ for r in runs:
+ state = r.state
+ found = "unknown"
+ for c in categories:
+ if state == c:
+ found = c
+ break
+ metrics.setdefault(found, 0)
+ metrics[found] += 1
+ return metrics
+
+
+def _get_runs_status(metrics):
+ categories = [name for name, _ in sweeps.RunState.__members__.items()] + ["unknown"]
+ mlist = []
+ for c in categories:
+ if not metrics.get(c):
+ continue
+ mlist.append(f"{c.capitalize()}: {metrics[c]}")
+ s = ", ".join(mlist)
+ return s
+
+
+def _sweep_status(
+ sweep_obj: dict,
+ sweep_conf: dict | sweeps.SweepConfig,
+ sweep_runs: list[sweeps.SweepRun],
+) -> str:
+ sweep = sweep_obj["name"]
+ _ = sweep_obj["state"]
+ run_count = len(sweep_runs)
+ run_type_counts = _get_run_counts(sweep_runs)
+ stopped = len([r for r in sweep_runs if r.stopped])
+ stopping = len([r for r in sweep_runs if r.should_stop])
+ stopstr = ""
+ if stopped or stopping:
+ stopstr = f"Stopped: {stopped}"
+ if stopping:
+ stopstr += f" (Stopping: {stopping})"
+ runs_status = _get_runs_status(run_type_counts)
+ method = sweep_conf.get("method", "unknown")
+ stopping = sweep_conf.get("early_terminate", None)
+ sweep_options = []
+ sweep_options.append(method)
+ if stopping:
+ sweep_options.append(stopping.get("type", "unknown"))
+ sweep_options = ",".join(sweep_options)
+ sections = []
+ sections.append(f"Sweep: {sweep} ({sweep_options})")
+ if runs_status:
+ sections.append(f"Runs: {run_count} ({runs_status})")
+ else:
+ sections.append(f"Runs: {run_count}")
+ if stopstr:
+ sections.append(stopstr)
+ sections = " | ".join(sections)
+ return sections
diff --git a/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_run.py b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_run.py
new file mode 100644
index 0000000000000000000000000000000000000000..01cfb8ce2874a86f646c055127b8f568b3a55681
--- /dev/null
+++ b/miniconda3/envs/active_proaction/lib/python3.10/site-packages/wandb/wandb_run.py
@@ -0,0 +1,8 @@
+"""Compatibility wandb_run module.
+
+Please use `wandb.Run` instead.
+"""
+
+from wandb.sdk.wandb_run import Run
+
+__all__ = ["Run"]