Monday, May 31, 2021

pip's dependency resolver and dependency conflicts, also logs from pipdeptree 



We have two YAML files:

1. rasa_env.yml

name: rasa_env
channels:
- conda-forge
dependencies:
- spacy
- python=3.8
- pip
- pipdeptree

2. snorkel_env.yml

name: snorkel_env
channels:
- conda-forge
dependencies:
- python=3.8
- pip
- pipdeptree
- snorkel

(base) CMD>conda env list

# conda environments:
#
base                  *  e:\Anaconda3
env_py_36                e:\Anaconda3\envs\env_py_36
pegasus                  e:\Anaconda3\envs\pegasus
py39                     e:\Anaconda3\envs\py39
selenium                 e:\Anaconda3\envs\selenium
string_env               e:\Anaconda3\envs\string_env
tf                       e:\Anaconda3\envs\tf 

(base) ~>DOSKEY ls=dir /b
(base) ~>ls

rasa_env.yml
snorkel_env.yml

(base) ~>conda env create -f rasa_env.yml

Collecting package metadata (repodata.json): done
Solving environment: done

Downloading and Extracting Packages
numpy-1.20.3         | 5.3 MB    | # | 100%
cython-blis-0.7.4    | 5.6 MB    | # | 100%
protobuf-3.17.1      | 260 KB    | # | 100%
cryptography-3.4.7   | 706 KB    | # | 100%
multidict-5.1.0      | 63 KB     | # | 100%
grpcio-1.38.0        | 2.0 MB    | # | 100%
botocore-1.20.84     | 4.7 MB    | # | 100%
python-3.8.10        | 19.3 MB   | # | 100%
pydantic-1.7.3       | 164 KB    | # | 100%
preshed-3.0.5        | 97 KB     | # | 100%
setuptools-49.6.0    | 962 KB    | # | 100%
murmurhash-1.0.5     | 26 KB     | # | 100%
wincertstore-0.2     | 15 KB     | # | 100%
aiohttp-3.7.4        | 596 KB    | # | 100%
spacy-3.0.6          | 9.2 MB    | # | 100%
googleapis-common-pr | 125 KB    | # | 100%
markupsafe-2.0.1     | 25 KB     | # | 100%
pysocks-1.7.1        | 28 KB     | # | 100%
yarl-1.5.1           | 136 KB    | # | 100%
click-8.0.1          | 146 KB    | # | 100%
catalogue-2.0.4      | 31 KB     | # | 100%
thinc-8.0.3          | 936 KB    | # | 100%
srsly-2.4.1          | 517 KB    | # | 100%
libprotobuf-3.17.1   | 2.3 MB    | # | 100%
urllib3-1.26.5       | 99 KB     | # | 100%
brotlipy-0.7.0       | 368 KB    | # | 100%
tqdm-4.61.0          | 80 KB     | # | 100%
cffi-1.14.5          | 228 KB    | # | 100%
boto3-1.17.84        | 70 KB     | # | 100%
cymem-2.0.5          | 40 KB     | # | 100%
chardet-4.0.0        | 224 KB    | # | 100%
jinja2-3.0.1         | 99 KB     | # | 100%
pip-21.1.2           | 1.1 MB    | # | 100%
google-crc32c-1.1.2  | 27 KB     | # | 100%
win_inet_pton-1.1.0  | 8 KB      | # | 100%
Preparing transaction: done
... 
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#     $ conda activate rasa_env
# To deactivate an active environment, use
#     $ conda deactivate

=== === === === === === === === === ===

(base) ~>conda env create -f snorkel_env.yml
Collecting package metadata (repodata.json): done
Solving environment: done

Downloading and Extracting Packages
munkres-1.1.4        | 12 KB     | # | 100%
scikit-learn-0.24.2  | 6.6 MB    | # | 100%
mkl-service-2.3.0    | 51 KB     | # | 100%
networkx-2.3         | 1.1 MB    | # | 100%
importlib-metadata-4 | 31 KB     | # | 100%
absl-py-0.12.0       | 96 KB     | # | 100%
markdown-3.3.4       | 67 KB     | # | 100%
pytorch-1.4.0        | 81.0 MB   | # | 100%
scipy-1.6.3          | 23.3 MB   | # | 100%
tensorboard-1.15.0   | 3.8 MB    | # | 100%
ninja-1.10.2         | 273 KB    | # | 100%
numpy-1.19.5         | 4.9 MB    | # | 100%
werkzeug-2.0.1       | 219 KB    | # | 100%
snorkel-0.9.7        | 93 KB     | # | 100%
Preparing transaction: done
Verifying transaction: done
Executing transaction: done
#
# To activate this environment, use
#     $ conda activate snorkel_env
# To deactivate an active environment, use
#     $ conda deactivate

(base) ~>

=== === === === === === === === === ===

(base) ~>conda env list
# conda environments:
#
base                  *  e:\Anaconda3
env_py_36                e:\Anaconda3\envs\env_py_36
py39                     e:\Anaconda3\envs\py39
rasa_env                 e:\Anaconda3\envs\rasa_env 
selenium                 e:\Anaconda3\envs\selenium
snorkel_env              e:\Anaconda3\envs\snorkel_env 
string_env               e:\Anaconda3\envs\string_env
tf                       e:\Anaconda3\envs\tf

=== === === === === === === === === ===


'pipdeptree' Logs Before Installing Rasa


(base) C:\Users\Ashish Jain>conda activate snorkel_env

(snorkel_env) C:\Users\Ashish Jain>pipdeptree -r -p rasa

(snorkel_env) C:\Users\Ashish Jain>pipdeptree -r -p snorkel
snorkel==0.9.7

(snorkel_env) C:\Users\Ashish Jain>

=== === === === === === === === === ===


OSError: [WinError 5] Access is denied: When Trying to Install Rasa Without "--user" Argument


(rasa_env) ~>pip install rasa

Collecting rasa
...    
ERROR: Could not install packages due to an OSError: [WinError 5] Access is denied: 'e:\\programfiles\\anaconda3\\envs\\rasa_env\\scripts\\tqdm.exe'
Consider using the `--user` option or check the permissions.

(rasa_env) ~>

=== === === === === === === === === ===


ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour can be source of dependency conflicts.


(base) C:\Users\Ashish Jain>conda activate snorkel_env
(snorkel_env) C:\Users\Ashish Jain>pip install rasa --user

Requirement already satisfied: rasa in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (2.6.3)
Requirement already satisfied: SQLAlchemy<1.4.0,>=1.3.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.3.24)
Requirement already satisfied: fbmessenger<6.1.0,>=6.0.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (6.0.0)
Collecting sanic<21.0.0,>=19.12.2
  Using cached sanic-20.12.3-py3-none-any.whl (80 kB)
Requirement already satisfied: matplotlib<3.4,>=3.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.3.4)
Requirement already satisfied: absl-py<0.13,>=0.9 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from rasa) (0.12.0)
Collecting colorama<0.5.0,>=0.4.4
  Using cached colorama-0.4.4-py2.py3-none-any.whl (16 kB)
Requirement already satisfied: scikit-learn<0.25,>=0.22 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.24.2)
Requirement already satisfied: rasa-sdk<3.0.0,>=2.6.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.6.0)
Collecting aiohttp!=3.7.4.post0,<3.8,>=3.6
  Downloading aiohttp-3.7.4-cp38-cp38-win_amd64.whl (635 kB)
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Requirement already satisfied: pykwalify<1.9,>=1.7 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.8.0)
Requirement already satisfied: python-engineio!=5.0.0,<6,>=4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (4.2.0)
Requirement already satisfied: oauth2client==4.1.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (4.1.3)
Collecting packaging<21.0,>=20.0
  Downloading packaging-20.9-py2.py3-none-any.whl (40 kB)
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Requirement already satisfied: aio-pika<7.0.0,>=6.7.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (6.8.0)
Requirement already satisfied: tensorflow-estimator<2.4,>=2.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.3.0)
Requirement already satisfied: tensorflow_hub<0.11,>=0.10 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.10.0)
Requirement already satisfied: jsonschema<3.3,>=3.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.2.0)
Requirement already satisfied: questionary<1.10.0,>=1.5.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.9.0)
Requirement already satisfied: python-socketio<6,>=4.4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (5.3.0)
Requirement already satisfied: tensorflow-addons<=0.12,>=0.10 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.12.0)
Requirement already satisfied: colorclass<2.3,>=2.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.2.0)
Requirement already satisfied: colorhash<1.1.0,>=1.0.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.0.3)
Requirement already satisfied: sanic-cors<0.11.0,>=0.10.0b1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.10.0.post3)
Requirement already satisfied: tqdm<4.60,>=4.31 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (4.59.0)
Requirement already satisfied: pymongo[srv,tls]<3.11,>=3.8 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.10.1)
Requirement already satisfied: rocketchat_API<1.16.0,>=0.6.31 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.15.0)
Requirement already satisfied: sanic-jwt<2.0,>=1.3.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.5.0)
Collecting numpy<1.19,>=1.16
  Using cached numpy-1.18.5-cp38-cp38-win_amd64.whl (12.8 MB)
Requirement already satisfied: async_generator<1.11,>=1.10 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.10)
Requirement already satisfied: joblib<0.16.0,>=0.15.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.15.1)
Requirement already satisfied: mattermostwrapper<2.3,>=2.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.2)
Requirement already satisfied: regex<2020.10,>=2020.6 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2020.9.27)
Collecting requests<3.0,>=2.23
  Downloading requests-2.25.1-py2.py3-none-any.whl (61 kB)
     |█| 61 kB 773 kB/s
Requirement already satisfied: networkx<2.6,>=2.4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.5.1)
Requirement already satisfied: coloredlogs<16,>=10 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (15.0)
Requirement already satisfied: psycopg2-binary<2.9.0,>=2.8.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.8.6)
Requirement already satisfied: PyJWT[crypto]<3.0.0,>=2.0.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.1.0)
Requirement already satisfied: ruamel.yaml<0.17.0,>=0.16.5 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.16.13)
Requirement already satisfied: sklearn-crfsuite<0.4,>=0.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.3.6)
Requirement already satisfied: tensorflow<2.4,>=2.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.3.2)
Requirement already satisfied: jsonpickle<2.1,>=1.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.0.0)
Requirement already satisfied: prompt-toolkit<3.0,>=2.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.0.10)
Requirement already satisfied: scipy<2.0.0,>=1.4.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.6.3)
Requirement already satisfied: sentry-sdk<0.20.0,>=0.17.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.19.5)
Requirement already satisfied: terminaltables<3.2.0,>=3.1.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.1.0)
Requirement already satisfied: apscheduler<3.8,>=3.6 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.7.0)
Requirement already satisfied: redis<4.0,>=3.4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.5.3)
Requirement already satisfied: setuptools>=41.0.0 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from rasa) (49.6.0.post20210108)
Requirement already satisfied: slackclient<3.0.0,>=2.0.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.9.3)
Requirement already satisfied: webexteamssdk<1.7.0,>=1.1.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.6)
Requirement already satisfied: pydot<1.5,>=1.4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.4.2)
Requirement already satisfied: cloudpickle<1.7,>=1.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (1.6.0)
Requirement already satisfied: kafka-python<3.0,>=1.4 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (2.0.2)
Collecting attrs<20.4,>=19.3
  Using cached attrs-20.3.0-py2.py3-none-any.whl (49 kB)
Requirement already satisfied: python-dateutil<2.9,>=2.8 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from rasa) (2.8.1)
Requirement already satisfied: tensorflow-probability<0.12,>=0.11 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (0.11.1)
Requirement already satisfied: twilio<6.51,>=6.26 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (6.50.1)
Requirement already satisfied: ujson<5.0,>=1.35 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (4.0.2)
Collecting boto3<2.0,>=1.12
  Downloading boto3-1.17.84-py2.py3-none-any.whl (131 kB)
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Requirement already satisfied: pyTelegramBotAPI<4.0.0,>=3.7.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from rasa) (3.7.9)
Requirement already satisfied: pytz<2022.0,>=2019.1 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from rasa) (2021.1)
Collecting rsa>=3.1.4
  Downloading rsa-4.7.2-py3-none-any.whl (34 kB)
Collecting pyasn1>=0.1.7
  Using cached pyasn1-0.4.8-py2.py3-none-any.whl (77 kB)
Requirement already satisfied: six>=1.6.1 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from oauth2client==4.1.3->rasa) (1.16.0)
Requirement already satisfied: httplib2>=0.9.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from oauth2client==4.1.3->rasa) (0.19.1)
Collecting pyasn1-modules>=0.0.5
  Using cached pyasn1_modules-0.2.8-py2.py3-none-any.whl (155 kB)
Collecting yarl
  Downloading yarl-1.6.3-cp38-cp38-win_amd64.whl (125 kB)
     |█| 125 kB 1.3 MB/s
Requirement already satisfied: aiormq<4,>=3.2.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from aio-pika<7.0.0,>=6.7.1->rasa) (3.3.1)
Collecting typing-extensions>=3.6.5
  Downloading typing_extensions-3.10.0.0-py3-none-any.whl (26 kB)
Collecting chardet<4.0,>=2.0
  Using cached chardet-3.0.4-py2.py3-none-any.whl (133 kB)
Collecting async-timeout<4.0,>=3.0
  Downloading async_timeout-3.0.1-py3-none-any.whl (8.2 kB)
Collecting multidict<7.0,>=4.5
  Downloading multidict-5.1.0-cp38-cp38-win_amd64.whl (48 kB)
     |█| 48 kB 564 kB/s
Collecting pamqp==2.3.0
  Using cached pamqp-2.3.0-py2.py3-none-any.whl (28 kB)
Collecting tzlocal~=2.0
  Using cached tzlocal-2.1-py2.py3-none-any.whl (16 kB)
Collecting jmespath<1.0.0,>=0.7.1
  Downloading jmespath-0.10.0-py2.py3-none-any.whl (24 kB)
Collecting botocore<1.21.0,>=1.20.84
  Downloading botocore-1.20.84-py2.py3-none-any.whl (7.6 MB)
     |█| 7.6 MB 3.3 MB/s
Collecting s3transfer<0.5.0,>=0.4.0
  Downloading s3transfer-0.4.2-py2.py3-none-any.whl (79 kB)
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Collecting urllib3<1.27,>=1.25.4
  Downloading urllib3-1.26.5-py2.py3-none-any.whl (138 kB)
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Collecting humanfriendly>=9.1
  Using cached humanfriendly-9.1-py2.py3-none-any.whl (86 kB)
Collecting pyparsing<3,>=2.4.2
  Using cached pyparsing-2.4.7-py2.py3-none-any.whl (67 kB)
Collecting pyreadline
  Using cached pyreadline-2.1-py3-none-any.whl
Requirement already satisfied: pyrsistent>=0.14.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from jsonschema<3.3,>=3.2->rasa) (0.17.3)
Requirement already satisfied: cycler>=0.10 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from matplotlib<3.4,>=3.1->rasa) (0.10.0)
Requirement already satisfied: kiwisolver>=1.0.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from matplotlib<3.4,>=3.1->rasa) (1.3.1)
Requirement already satisfied: pillow>=6.2.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from matplotlib<3.4,>=3.1->rasa) (8.2.0)
Requirement already satisfied: decorator<5,>=4.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from networkx<2.6,>=2.4->rasa) (4.4.2)
Collecting wcwidth
  Using cached wcwidth-0.2.5-py2.py3-none-any.whl (30 kB)
Collecting cryptography<4.0.0,>=3.3.1
  Downloading cryptography-3.4.7-cp36-abi3-win_amd64.whl (1.6 MB)
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Requirement already satisfied: cffi>=1.12 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from cryptography<4.0.0,>=3.3.1->PyJWT[crypto]<3.0.0,>=2.0.0->rasa) (1.14.5)
Requirement already satisfied: pycparser in e:\anaconda3\envs\snorkel_env\lib\site-packages (from cffi>=1.12->cryptography<4.0.0,>=3.3.1->PyJWT[crypto]<3.0.0,>=2.0.0->rasa) (2.20)
Requirement already satisfied: docopt>=0.6.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from pykwalify<1.9,>=1.7->rasa) (0.6.2)
Requirement already satisfied: dnspython<2.0.0,>=1.16.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from pymongo[srv,tls]<3.11,>=3.8->rasa) (1.16.0)
Requirement already satisfied: bidict>=0.21.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from python-socketio<6,>=4.4->rasa) (0.21.2)
Requirement already satisfied: certifi>=2017.4.17 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from requests<3.0,>=2.23->rasa) (2020.12.5)
Collecting idna<3,>=2.5
  Using cached idna-2.10-py2.py3-none-any.whl (58 kB)
Collecting ruamel.yaml.clib>=0.1.2
  Using cached ruamel.yaml.clib-0.2.2-cp38-cp38-win_amd64.whl (120 kB)
Collecting httptools>=0.0.10
  Using cached httptools-0.2.0-cp38-cp38-win_amd64.whl (141 kB)
Collecting httpx==0.15.4
  Using cached httpx-0.15.4-py3-none-any.whl (65 kB)
Collecting aiofiles>=0.6.0
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Collecting websockets<9.0,>=8.1
  Using cached websockets-8.1-cp38-cp38-win_amd64.whl (66 kB)
Collecting httpcore==0.11.*
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Collecting rfc3986[idna2008]<2,>=1.3
  Using cached rfc3986-1.5.0-py2.py3-none-any.whl (31 kB)
Collecting sniffio
  Using cached sniffio-1.2.0-py3-none-any.whl (10 kB)
Collecting h11<0.10,>=0.8
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Collecting sanic-plugins-framework>=0.9.0
  Using cached Sanic_Plugins_Framework-0.9.5-py2.py3-none-any.whl (23 kB)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from scikit-learn<0.25,>=0.22->rasa) (2.1.0)
Requirement already satisfied: python-crfsuite>=0.8.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from sklearn-crfsuite<0.4,>=0.3->rasa) (0.9.7)
Requirement already satisfied: tabulate in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from sklearn-crfsuite<0.4,>=0.3->rasa) (0.8.9)
Requirement already satisfied: astunparse==1.6.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (1.6.3)
Requirement already satisfied: opt-einsum>=2.3.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (3.3.0)
Requirement already satisfied: google-pasta>=0.1.8 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (0.2.0)
Requirement already satisfied: gast==0.3.3 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (0.3.3)
Requirement already satisfied: wheel>=0.26 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from tensorflow<2.4,>=2.3->rasa) (0.36.2)
Requirement already satisfied: grpcio>=1.8.6 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from tensorflow<2.4,>=2.3->rasa) (1.38.0)
Requirement already satisfied: h5py<2.11.0,>=2.10.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (2.10.0)
Requirement already satisfied: protobuf>=3.9.2 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from tensorflow<2.4,>=2.3->rasa) (3.17.1)
Requirement already satisfied: termcolor>=1.1.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (1.1.0)
Collecting wrapt>=1.11.1
  Using cached wrapt-1.12.1-cp38-cp38-win_amd64.whl
Requirement already satisfied: tensorboard<3,>=2.3.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (2.5.0)
Requirement already satisfied: keras-preprocessing<1.2,>=1.1.1 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow<2.4,>=2.3->rasa) (1.1.2)
Requirement already satisfied: markdown>=2.6.8 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from tensorboard<3,>=2.3.0->tensorflow<2.4,>=2.3->rasa) (3.3.4)
Collecting tensorboard-data-server<0.7.0,>=0.6.0
  Using cached tensorboard_data_server-0.6.1-py3-none-any.whl (2.4 kB)
Requirement already satisfied: werkzeug>=0.11.15 in e:\anaconda3\envs\snorkel_env\lib\site-packages (from tensorboard<3,>=2.3.0->tensorflow<2.4,>=2.3->rasa) (2.0.1)
Collecting google-auth<2,>=1.6.3
  Downloading google_auth-1.30.1-py2.py3-none-any.whl (146 kB)
     |█| 146 kB 3.3 MB/s
Collecting tensorboard-plugin-wit>=1.6.0
  Using cached tensorboard_plugin_wit-1.8.0-py3-none-any.whl (781 kB)
Collecting google-auth-oauthlib<0.5,>=0.4.1
  Using cached google_auth_oauthlib-0.4.4-py2.py3-none-any.whl (18 kB)
Collecting cachetools<5.0,>=2.0.0
  Downloading cachetools-4.2.2-py3-none-any.whl (11 kB)
Collecting requests-oauthlib>=0.7.0
  Using cached requests_oauthlib-1.3.0-py2.py3-none-any.whl (23 kB)
Collecting oauthlib>=3.0.0
  Using cached oauthlib-3.1.0-py2.py3-none-any.whl (147 kB)
Collecting typeguard>=2.7
  Using cached typeguard-2.12.0-py3-none-any.whl (16 kB)
Requirement already satisfied: dm-tree in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from tensorflow-probability<0.12,>=0.11->rasa) (0.1.6)
Requirement already satisfied: requests-toolbelt in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from webexteamssdk<1.7.0,>=1.1.1->rasa) (0.9.1)
Requirement already satisfied: future in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from webexteamssdk<1.7.0,>=1.1.1->rasa) (0.18.2)
Installing collected packages: sniffio, rfc3986, idna, h11, urllib3, pyasn1, httpcore, chardet, websockets, rsa, requests, pyasn1-modules, oauthlib, multidict, httpx, httptools, cachetools, aiofiles, sanic, requests-oauthlib, pyreadline, jmespath, google-auth, yarl, wcwidth, typing-extensions, tensorboard-plugin-wit, tensorboard-data-server, sanic-plugins-framework, ruamel.yaml.clib, pyparsing, pamqp, numpy, humanfriendly, google-auth-oauthlib, botocore, attrs, async-timeout, wrapt, tzlocal, typeguard, s3transfer, cryptography, aiohttp, packaging, colorama, boto3


ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
snorkel 0.9.7 requires networkx<2.4,>=2.2, but you have networkx 2.5.1 which is incompatible.
snorkel 0.9.7 requires tensorboard<2.0.0,>=1.14.0, but you have tensorboard 2.5.0 which is incompatible.


Successfully installed aiofiles-0.7.0 aiohttp-3.7.4 async-timeout-3.0.1 attrs-20.3.0 boto3-1.17.84 botocore-1.20.84 cachetools-4.2.2 chardet-3.0.4 colorama-0.4.4 cryptography-3.4.7 google-auth-1.30.1 google-auth-oauthlib-0.4.4 h11-0.9.0 httpcore-0.11.1 httptools-0.2.0 httpx-0.15.4 humanfriendly-9.1 idna-2.10 jmespath-0.10.0 multidict-5.1.0 numpy-1.18.5 oauthlib-3.1.0 packaging-20.9 pamqp-2.3.0 pyasn1-0.4.8 pyasn1-modules-0.2.8 pyparsing-2.4.7 pyreadline-2.1 requests-2.25.1 requests-oauthlib-1.3.0 rfc3986-1.5.0 rsa-4.7.2 ruamel.yaml.clib-0.2.2 s3transfer-0.4.2 sanic-20.12.3 sanic-plugins-framework-0.9.5 sniffio-1.2.0 tensorboard-data-server-0.6.1 tensorboard-plugin-wit-1.8.0 typeguard-2.12.0 typing-extensions-3.10.0.0 tzlocal-2.1 urllib3-1.26.5 wcwidth-0.2.5 websockets-8.1 wrapt-1.12.1 yarl-1.6.3

(snorkel_env) C:\Users\Ashish Jain>pip show rasa
Name: rasa
Version: 2.6.3
Summary: Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Home-page: https://rasa.com
Author: Rasa Technologies GmbH
Author-email: hi@rasa.com
License: Apache-2.0
Location: c:\users\ashish jain\appdata\roaming\python\python38\site-packages
Requires: python-socketio, async-generator, tqdm, requests, matplotlib, sentry-sdk, sklearn-crfsuite, scikit-learn, twilio, pytz, ruamel.yaml, jsonpickle, mattermostwrapper, prompt-toolkit, cloudpickle, networkx, packaging, rocketchat-API, colorhash, tensorflow, fbmessenger, psycopg2-binary, pymongo, PyJWT, rasa-sdk, tensorflow-addons, regex, python-engineio, webexteamssdk, oauth2client, pydot, python-dateutil, sanic-jwt, tensorflow-hub, joblib, pyTelegramBotAPI, boto3, pykwalify, tensorflow-estimator, apscheduler, attrs, kafka-python, redis, sanic, tensorflow-probability, SQLAlchemy, questionary, ujson, aio-pika, terminaltables, scipy, colorama, colorclass, sanic-cors, absl-py, coloredlogs, jsonschema, numpy, setuptools, slackclient, aiohttp
Required-by:

(snorkel_env) C:\Users\Ashish Jain>pip show snorkel
Name: snorkel
Version: 0.9.7
Summary: A system for quickly generating training data with weak supervision
Home-page: https://github.com/snorkel-team/snorkel
Author: None
Author-email: None
License: Apache License 2.0
Location: e:\anaconda3\envs\snorkel_env\lib\site-packages
Requires: numpy, networkx, scikit-learn, tqdm, torch, munkres, scipy, tensorboard, pandas
Required-by:

(snorkel_env) C:\Users\Ashish Jain>rasa
usage: rasa [-h] [--version] {init,run,shell,train,interactive,telemetry,test,visualize,data,export,x} ...

Rasa command line interface. Rasa allows you to build your own conversational assistants 🤖. The 'rasa' command allows you to easily run most common commands like creating
a new bot, training or evaluating models.

positional arguments:
  {init,run,shell,train,interactive,telemetry,test,visualize,data,export,x}
                        Rasa commands
    init                Creates a new project, with example training data, actions, and config files.
    run                 Starts a Rasa server with your trained model.
    shell               Loads your trained model and lets you talk to your assistant on the command line.
    train               Trains a Rasa model using your NLU data and stories.
    interactive         Starts an interactive learning session to create new training data for a Rasa model by chatting.
    telemetry           Configuration of Rasa Open Source telemetry reporting.
    test                Tests Rasa models using your test NLU data and stories.
    visualize           Visualize stories.
    data                Utils for the Rasa training files.
    export              Export conversations using an event broker.

optional arguments:
  -h, --help            show this help message and exit
  --version             Print installed Rasa version


Trying 'rasa init' in 'snorkel_env'.


(snorkel_env) ~\test>rasa init
Welcome to Rasa! 🤖

To get started quickly, an initial project will be created.
If you need some help, check out the documentation at https://rasa.com/docs/rasa.
Now let's start! 👇🏽

? Please enter a path where the project will be created [default: current directory]
Created project directory at '~\test'.
Finished creating project structure.
? Do you want to train an initial model? 💪🏽 No
No problem 👍🏼. You can also train a model later by going to the project directory and running 'rasa train'.

(snorkel_env) ~\test>dir /b
actions
config.yml
credentials.yml
data
domain.yml
endpoints.yml
tests

(snorkel_env) ~\test>

=== === === === === === === === === ===

(rasa_env) ~>pip install snorkel
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
Collecting snorkel
  Downloading snorkel-0.9.7-py3-none-any.whl (145 kB)
     |█| 145 kB 819 kB/s
Collecting torch<2.0.0,>=1.2.0
  Downloading torch-1.8.1-cp38-cp38-win_amd64.whl (190.5 MB)
     |█| 190.5 MB 27 kB/s
Requirement already satisfied: numpy<1.20.0,>=1.16.5 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from snorkel) (1.18.5)
Collecting tensorboard<2.0.0,>=1.14.0
  Downloading tensorboard-1.15.0-py3-none-any.whl (3.8 MB)
     |█| 3.8 MB 3.3 MB/s
Collecting munkres>=1.0.6
  Downloading munkres-1.1.4-py2.py3-none-any.whl (7.0 kB)
Collecting pandas<2.0.0,>=1.0.0
  Downloading pandas-1.2.4-cp38-cp38-win_amd64.whl (9.3 MB)
     |█| 9.3 MB 1.3 MB/s
Requirement already satisfied: scipy<2.0.0,>=1.2.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from snorkel) (1.6.3)
Requirement already satisfied: scikit-learn<0.25.0,>=0.20.2 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from snorkel) (0.24.2)
Collecting networkx<2.4,>=2.2
  Downloading networkx-2.3.zip (1.7 MB)
     |█| 1.7 MB 6.4 MB/s
Requirement already satisfied: tqdm<5.0.0,>=4.33.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from snorkel) (4.59.0)
Requirement already satisfied: decorator>=4.3.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from networkx<2.4,>=2.2->snorkel) (4.4.2)
Requirement already satisfied: python-dateutil>=2.7.3 in e:\anaconda3\envs\rasa_env\lib\site-packages (from pandas<2.0.0,>=1.0.0->snorkel) (2.8.1)
Requirement already satisfied: pytz>=2017.3 in e:\anaconda3\envs\rasa_env\lib\site-packages (from pandas<2.0.0,>=1.0.0->snorkel) (2021.1)
Requirement already satisfied: six>=1.5 in e:\anaconda3\envs\rasa_env\lib\site-packages (from python-dateutil>=2.7.3->pandas<2.0.0,>=1.0.0->snorkel) (1.16.0)
Requirement already satisfied: joblib>=0.11 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from scikit-learn<0.25.0,>=0.20.2->snorkel) (0.15.1)
Requirement already satisfied: threadpoolctl>=2.0.0 in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from scikit-learn<0.25.0,>=0.20.2->snorkel) (2.1.0)
Requirement already satisfied: absl-py>=0.4 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (0.12.0)
Requirement already satisfied: werkzeug>=0.11.15 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (2.0.1)
Requirement already satisfied: grpcio>=1.6.3 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (1.38.0)
Requirement already satisfied: markdown>=2.6.8 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (3.3.4)
Requirement already satisfied: wheel>=0.26 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (0.36.2)
Requirement already satisfied: setuptools>=41.0.0 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (49.6.0.post20210108)
Requirement already satisfied: protobuf>=3.6.0 in e:\anaconda3\envs\rasa_env\lib\site-packages (from tensorboard<2.0.0,>=1.14.0->snorkel) (3.17.1)
Requirement already satisfied: typing-extensions in c:\users\ashish jain\appdata\roaming\python\python38\site-packages (from torch<2.0.0,>=1.2.0->snorkel) (3.10.0.0)
Building wheels for collected packages: networkx
  Building wheel for networkx (setup.py) ... done
  Created wheel for networkx: filename=networkx-2.3-py2.py3-none-any.whl size=1555990 sha256=9c94f5d6e380e2cb594911807f48a2c5c51c956adf73361417786843daed01ba
  Stored in directory: c:\users\ashish jain\appdata\local\pip\cache\wheels\ff\62\9e\0ed2d25fd4f5761e2d19568cda0c32716556dfa682e65ecf64
Successfully built networkx
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
Installing collected packages: torch, tensorboard, pandas, networkx, munkres, snorkel
  Attempting uninstall: tensorboard
    Found existing installation: tensorboard 2.5.0
    Uninstalling tensorboard-2.5.0:
      Successfully uninstalled tensorboard-2.5.0
  Attempting uninstall: networkx
    Found existing installation: networkx 2.5.1
    Uninstalling networkx-2.5.1:
      Successfully uninstalled networkx-2.5.1

WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)


ERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.
tensorflow 2.3.2 requires tensorboard<3,>=2.3.0, but you have tensorboard 1.15.0 which is incompatible.
rasa 2.6.3 requires networkx<2.6,>=2.4, but you have networkx 2.3 which is incompatible.


Successfully installed munkres-1.1.4 networkx-2.3 pandas-1.2.4 snorkel-0.9.7 tensorboard-1.15.0 torch-1.8.1
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)
WARNING: Ignoring invalid distribution -qdm (e:\anaconda3\envs\rasa_env\lib\site-packages)

(rasa_env) ~>

(rasa_env) ~>pip show rasa
Name: rasa
Version: 2.6.3
Summary: Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants
Home-page: https://rasa.com
Author: Rasa Technologies GmbH
Author-email: hi@rasa.com
License: Apache-2.0
Location: c:\users\ashish jain\appdata\roaming\python\python38\site-packages
Requires: python-engineio, pymongo, colorama, webexteamssdk, attrs, matplotlib, aio-pika, oauth2client, setuptools, tensorflow-probability, terminaltables, sentry-sdk, ruamel.yaml, pykwalify, pydot, sklearn-crfsuite, tensorflow-hub, cloudpickle, sanic-jwt, questionary, sanic, python-dateutil, colorhash, networkx, jsonschema, boto3, redis, sanic-cors, aiohttp, coloredlogs, prompt-toolkit, twilio, kafka-python, rasa-sdk, jsonpickle, async-generator, psycopg2-binary, packaging, mattermostwrapper, colorclass, regex, slackclient, scipy, SQLAlchemy, scikit-learn, apscheduler, joblib, requests, pytz, absl-py, fbmessenger, tqdm, PyJWT, tensorflow-addons, ujson, python-socketio, rocketchat-API, numpy, tensorflow, pyTelegramBotAPI, tensorflow-estimator
Required-by:

(rasa_env) ~>pip show snorkel
Name: snorkel
Version: 0.9.7
Summary: A system for quickly generating training data with weak supervision
Home-page: https://github.com/snorkel-team/snorkel
Author: None
Author-email: None
License: Apache License 2.0
Location: e:\anaconda3\envs\rasa_env\lib\site-packages
Requires: scikit-learn, tqdm, pandas, torch, scipy, tensorboard, networkx, munkres, numpy
Required-by:

(rasa_env) ~>rasa
'rasa' is not recognized as an internal or external command,
operable program or batch file.

(rasa_env) ~>rasa init
'rasa' is not recognized as an internal or external command,
operable program or batch file.

=== === === === === === === === === ===

(snorkel_env) ~\ws>rasa init
┌────────────────────────────────────────────────────────────────────────────────┐
│ Rasa Open Source reports anonymous usage telemetry to help improve the product │
│ for all its users.                                                             │
│                                                                                │
│ If you'd like to opt-out, you can use `rasa telemetry disable`.                │
│ To learn more, check out https://rasa.com/docs/rasa/telemetry/telemetry.       │
└────────────────────────────────────────────────────────────────────────────────┘
Welcome to Rasa! 🤖

To get started quickly, an initial project will be created.
If you need some help, check out the documentation at https://rasa.com/docs/rasa.
Now let's start! 👇🏽

? Please enter a path where the project will be created [default: current directory]

Created project directory at '~\ws'.
Finished creating project structure.
? Do you want to train an initial model? 💪🏽 No
No problem 👍🏼. You can also train a model later by going to the project directory and running 'rasa train'.

(snorkel_env) ~\ws>dir /b
actions
config.yml
credentials.yml
data
domain.yml
endpoints.yml
tests

=== === === === === === === === === ===


Checking 'snorkel' installation in both the environments (snorkel_env and rasa_env)


(snorkel_env) ~\test>python
Python 3.8.10 | packaged by conda-forge | (default, May 11 2021, 06:25:23) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import snorkel
>>> exit()

(snorkel_env) ~\test>conda deactivate

(base) ~\test>conda activate rasa_env

(rasa_env) ~\test>python
Python 3.8.10 | packaged by conda-forge | (default, May 11 2021, 06:25:23) [MSC v.1916 64 bit (AMD64)] on win32
Type "help", "copyright", "credits" or "license" for more information.
>>> import snorkel
>>> exit()


Checking the output of "pipdeptree -r -p"


(base) C:\Users\Ashish Jain>conda activate rasa_env

(rasa_env) C:\Users\Ashish Jain>pipdeptree -r -p rasa
Ignoring invalid distribution -qdm (e:\programfiles\anaconda3\envs\rasa_env\lib\site-packages)
Warning!!! Possibly conflicting dependencies found:
* tensorflow==2.3.2
 - tensorboard [required: >=2.3.0,<3, installed: 1.15.0]
* rasa==2.6.3
 - networkx [required: >=2.4,<2.6, installed: 2.3]
* typer==0.3.1
 - click [required: >=7.1.1,<7.2.0, installed: 8.0.1]
------------------------------------------------------------------------
rasa==2.6.3

(rasa_env) C:\Users\Ashish Jain>pipdeptree -r -p snorkel
Ignoring invalid distribution -qdm (e:\programfiles\anaconda3\envs\rasa_env\lib\site-packages)
Warning!!! Possibly conflicting dependencies found:
* tensorflow==2.3.2
 - tensorboard [required: >=2.3.0,<3, installed: 1.15.0]
* rasa==2.6.3
 - networkx [required: >=2.4,<2.6, installed: 2.3]
* typer==0.3.1
 - click [required: >=7.1.1,<7.2.0, installed: 8.0.1]
------------------------------------------------------------------------
snorkel==0.9.7

(rasa_env) C:\Users\Ashish Jain>conda deactivate

(base) C:\Users\Ashish Jain>conda activate snorkel_env

(snorkel_env) C:\Users\Ashish Jain>pipdeptree -r -p rasa

Warning!!! Possibly conflicting dependencies found:
* tensorflow==2.3.2
 - tensorboard [required: >=2.3.0,<3, installed: 1.15.0]
* rasa==2.6.3
 - networkx [required: >=2.4,<2.6, installed: 2.3]
------------------------------------------------------------------------
rasa==2.6.3

(snorkel_env) C:\Users\Ashish Jain>pipdeptree -r -p snorkel

Warning!!! Possibly conflicting dependencies found:
* tensorflow==2.3.2
  - tensorboard [required: >=2.3.0,<3, installed: 1.15.0]
* rasa==2.6.3
  - networkx [required: >=2.4,<2.6, installed: 2.3]
------------------------------------------------------------------------
snorkel==0.9.7

Tags: Anaconda,Python,Natural Language Processing,
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