Monday, May 31, 2021

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

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  3. Notebook looks clean and self explanatory. Have you worked on gold rate dataset???

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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) |█| 635 kB 437 kB/s 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) |█| 40 kB 657 kB/s 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) |█| 131 kB 1.3 MB/s 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 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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) |█| 79 kB 517 kB/s Collecting urllib3<1.27,>=1.25.4 Downloading urllib3-1.26.5-py2.py3-none-any.whl (138 kB) |█| 138 kB 6.4 MB/s 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) |█| 1.6 MB 1.7 MB/s 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 Using cached aiofiles-0.7.0-py3-none-any.whl (13 kB) Collecting websockets<9.0,>=8.1 Using cached websockets-8.1-cp38-cp38-win_amd64.whl (66 kB) Collecting httpcore==0.11.* Using cached httpcore-0.11.1-py3-none-any.whl (52 kB) 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 Using cached h11-0.9.0-py2.py3-none-any.whl (53 kB) 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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