如何使用先知1.0.1创建Docker Image
我正在尝试使用prophet库构建Docker映像
numpy==1.20.2
pandas==1.2.1
pystan==2.19.1.1
joblib==0.15.1
prophet==1.0.1
scikit-learn==0.24.1
hampel==0.0.5
google
google-cloud-secret-manager
tqdm
。使用以下Docker文件的命令，我的构建不会成功。这是我的docker文件 -
FROM python:3.7-slim-buster as base
COPY app /root/app
WORKDIR /root
RUN apt update
RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm
RUN pip3 install --upgrade pip
# Below method does not work and still gives no module named numpy error even though numpy is present in requirements.txt
RUN pip install --no-cache-dir -U -r ./app/requirements.txt
# CMD streamlit run app/app.py --server.maxUploadSize=512 --server.port 8080
ENTRYPOINT ["tail", "-f", "/dev/null"]
这是我使用此组合时的错误跟踪 -
#11 24.36
#11 24.36 × python setup.py bdist_wheel did not run successfully.
#11 24.36 │ exit code: 1
#11 24.36 ╰─> [41 lines of output]
#11 24.36 running bdist_wheel
#11 24.36 running build
#11 24.36 running build_py
#11 24.36 creating build
#11 24.36 creating build/lib
#11 24.36 creating build/lib/prophet
#11 24.36 creating build/lib/prophet/stan_model
#11 24.36 Traceback (most recent call last):
#11 24.36 File "<string>", line 36, in <module>
#11 24.36 File "<pip-setuptools-caller>", line 34, in <module>
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 150, in <module>
#11 24.36 long_description_content_type='text/markdown',
#11 24.36 File "/usr/local/lib/python3.7/site-packages/setuptools/__init__.py", line 153, in setup
#11 24.36 return distutils.core.setup(**attrs)
#11 24.36 File "/usr/local/lib/python3.7/distutils/core.py", line 148, in setup
#11 24.36 dist.run_commands()
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 966, in run_commands
#11 24.36 self.run_command(cmd)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/usr/local/lib/python3.7/site-packages/wheel/bdist_wheel.py", line 299, in run
#11 24.36 self.run_command('build')
#11 24.36 File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command
#11 24.36 self.distribution.run_command(command)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/usr/local/lib/python3.7/distutils/command/build.py", line 135, in run
#11 24.36 self.run_command(cmd_name)
#11 24.36 File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command
#11 24.36 self.distribution.run_command(command)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 48, in run
#11 24.36 build_models(target_dir)
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 36, in build_models
#11 24.36 from prophet.models import StanBackendEnum
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/prophet/__init__.py", line 8, in <module>
#11 24.36 from prophet.forecaster import Prophet
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/prophet/forecaster.py", line 14, in <module>
#11 24.36 import numpy as np
#11 24.36 ModuleNotFoundError: No module named 'numpy'
因此，我尝试在Docker文件本身中添加依赖项以查看和测试这些依赖项 -
在我的试验2中，我的Docker文件看起来像这样 -
FROM python:3.7-slim-buster as base
COPY app /root/app
WORKDIR /root
RUN apt update
RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm
RUN pip3 install --upgrade pip
RUN pip install numpy==1.21.0
RUN pip install pandas==1.2.1
RUN pip install pystan==2.19.1.1
RUN pip install convertdate
RUN pip install lunarcalendar
RUN pip install holidays
RUN pip install tqdm
RUN pip install prophet==1.0.1
# CMD streamlit run app/app.py --server.maxUploadSize=512 --server.port 8080
ENTRYPOINT ["tail", "-f", "/dev/null"]
然后我做了docker build。，这一次我得到的错误跟踪 -
[+] Building 89.3s (17/18)
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
=> CACHED [ 3/14] WORKDIR /root 0.0s
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
[+] Building 89.4s (17/18)
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
=> [13/14] RUN pip install tqdm 1.7s
=> [14/14] RUN pip install prophet==1.0.1 41.2s
[+] Building 732.3s (17/18)
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 911B 0.0s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
[+] Building 732.5s (17/18)
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
[+] Building 1015.7s (18/18) FINISHED
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 911B 0.0s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
=> CACHED [ 3/14] WORKDIR /root 0.0s
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
=> [13/14] RUN pip install tqdm 1.7s
=> ERROR [14/14] RUN pip install prophet==1.0.1 967.4s
------
> [14/14] RUN pip install prophet==1.0.1:
#18 0.996 Collecting prophet==1.0.1
#18 1.125 Downloading prophet-1.0.1.tar.gz (65 kB)
#18 1.153 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65.8/65.8 KB 3.2 MB/s eta 0:00:00
#18 1.176 Preparing metadata (setup.py): started
#18 1.513 Preparing metadata (setup.py): finished with status 'done'
#18 1.528 Requirement already satisfied: Cython>=0.22 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.29.28)
#18 1.752 Collecting cmdstanpy==0.9.68
#18 1.853 Downloading cmdstanpy-0.9.68-py3-none-any.whl (49 kB)
#18 1.876 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49.0/49.0 KB 2.5 MB/s eta 0:00:00
#18 1.880 Requirement already satisfied: pystan~=2.19.1.1 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.19.1.1)
#18 1.881 Requirement already satisfied: numpy>=1.15.4 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (1.21.0)
#18 1.883 Requirement already satisfied: pandas>=1.0.4 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (1.2.1)
#18 2.119 Collecting matplotlib>=2.0.0
#18 2.146 Downloading matplotlib-3.5.2-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (11.2 MB)
#18 3.265 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.2/11.2 MB 18.3 MB/s eta 0:00:00
#18 3.323 Requirement already satisfied: LunarCalendar>=0.0.9 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.0.9)
#18 3.324 Requirement already satisfied: convertdate>=2.1.2 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.4.0)
#18 3.326 Requirement already satisfied: holidays>=0.10.2 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.13)
#18 3.371 Collecting setuptools-git>=1.2
#18 3.436 Downloading setuptools_git-1.2-py2.py3-none-any.whl (10 kB)
#18 3.453 Requirement already satisfied: python-dateutil>=2.8.0 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.8.2)
#18 3.456 Requirement already satisfied: tqdm>=4.36.1 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (4.64.0)
#18 3.612 Collecting ujson
#18 3.669 Downloading ujson-5.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (45 kB)
#18 3.693 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45.0/45.0 KB 2.1 MB/s eta 0:00:00
#18 3.713 Requirement already satisfied: pymeeus<=1,>=0.3.13 in /usr/local/lib/python3.7/site-packages (from convertdate>=2.1.2->prophet==1.0.1) (0.5.11)
#18 3.719 Requirement already satisfied: korean-lunar-calendar in /usr/local/lib/python3.7/site-packages (from holidays>=0.10.2->prophet==1.0.1) (0.2.1)
#18 3.720 Requirement already satisfied: hijri-converter in /usr/local/lib/python3.7/site-packages (from holidays>=0.10.2->prophet==1.0.1) (2.2.3)
#18 3.726 Requirement already satisfied: pytz in /usr/local/lib/python3.7/site-packages (from LunarCalendar>=0.0.9->prophet==1.0.1) (2022.1)
#18 3.727 Requirement already satisfied: ephem>=3.7.5.3 in /usr/local/lib/python3.7/site-packages (from LunarCalendar>=0.0.9->prophet==1.0.1) (4.1.3)
#18 3.773 Collecting cycler>=0.10
#18 3.791 Downloading cycler-0.11.0-py3-none-any.whl (6.4 kB)
#18 4.149 Collecting pillow>=6.2.0
#18 4.202 Downloading Pillow-9.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB)
#18 4.459 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.3/4.3 MB 17.2 MB/s eta 0:00:00
#18 4.891 Collecting fonttools>=4.22.0
#18 4.929 Downloading fonttools-4.33.3-py3-none-any.whl (930 kB)
#18 4.981 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 930.9/930.9 KB 19.7 MB/s eta 0:00:00
#18 5.171 Collecting pyparsing>=2.2.1
#18 5.191 Downloading pyparsing-3.0.8-py3-none-any.whl (98 kB)
#18 5.208 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 98.5/98.5 KB 10.2 MB/s eta 0:00:00
#18 5.562 Collecting packaging>=20.0
#18 5.585 Downloading packaging-21.3-py3-none-any.whl (40 kB)
#18 5.594 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40.8/40.8 KB 6.7 MB/s eta 0:00:00
#18 5.908 Collecting kiwisolver>=1.0.1
#18 5.970 Downloading kiwisolver-1.4.2-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (1.1 MB)
#18 6.111 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.1/1.1 MB 8.9 MB/s eta 0:00:00
#18 6.135 Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/site-packages (from python-dateutil>=2.8.0->prophet==1.0.1) (1.16.0)
#18 6.289 Collecting typing-extensions
#18 6.305 Downloading typing_extensions-4.2.0-py3-none-any.whl (24 kB)
#18 6.389 Building wheels for collected packages: prophet
#18 6.391 Building wheel for prophet (setup.py): started
#18 282.2 Building wheel for prophet (setup.py): still running...
#18 287.9 Building wheel for prophet (setup.py): finished with status 'error'
#18 288.4 error: subprocess-exited-with-error
#18 288.4
#18 288.4 × python setup.py bdist_wheel did not run successfully.
#18 288.4 │ exit code: 1
#18 288.4 ╰─> [11 lines of output]
#18 288.4 running bdist_wheel
#18 288.4 running build
#18 288.4 running build_py
#18 288.4 creating build
#18 288.4 creating build/lib
#18 288.4 creating build/lib/prophet
#18 288.4 creating build/lib/prophet/stan_model
#18 288.4 Importing matplotlib failed. Plotting will not work.
#18 288.4 Importing plotly failed. Interactive plots will not work.
#18 288.4 INFO:pystan:COMPILING THE C++ CODE FOR MODEL anon_model_dfdaf2b8ece8a02eb11f050ec701c0ec NOW.
#18 288.4 error: command 'gcc' failed with exit status 1
#18 288.4 [end of output]
#18 288.4
#18 288.4 note: This error originates from a subprocess, and is likely not a problem with pip.
#18 288.4 ERROR: Failed building wheel for prophet
#18 288.4 Running setup.py clean for prophet
#18 289.1 Failed to build prophet
#18 289.7 Installing collected packages: setuptools-git, ujson, typing-extensions, pyparsing, pillow, fonttools, cycler, packaging, kiwisolver, matplotlib, cmdstanpy, prophet
#18 293.9 Running setup.py install for prophet: started
#18 959.4 Running setup.py install for prophet: still running...
#18 964.5 Running setup.py install for prophet: finished with status 'error'
#18 964.7 error: subprocess-exited-with-error
#18 964.7
#18 964.7 × Running setup.py install for prophet did not run successfully.
#18 964.7 │ exit code: 1
#18 964.7 ╰─> [10 lines of output]
#18 964.7 running install
#18 964.7 running build
#18 964.7 running build_py
#18 964.7 creating build
#18 964.7 creating build/lib
#18 964.7 creating build/lib/prophet
#18 964.7 creating build/lib/prophet/stan_model
#18 964.7 Importing plotly failed. Interactive plots will not work.
#18 964.7 INFO:pystan:COMPILING THE C++ CODE FOR MODEL anon_model_dfdaf2b8ece8a02eb11f050ec701c0ec NOW.
#18 964.7 error: command 'gcc' failed with exit status 1
#18 964.7 [end of output]
#18 964.7
#18 964.7 note: This error originates from a subprocess, and is likely not a problem with pip.
#18 964.9 error: legacy-install-failure
#18 964.9
#18 964.9 × Encountered error while trying to install package.
#18 964.9 ╰─> prophet
#18 964.9
#18 964.9 note: This is an issue with the package mentioned above, not pip.
#18 964.9 hint: See above for output from the failure.
在试验2中，我看不到特定的错误，但我的构建仍然失败。
有没有人尝试使用先知图书馆构建干净的图像？
I am trying to build a docker image with prophet library and in my requirements.txt I have called out for all the dependencies as below -
numpy==1.20.2
pandas==1.2.1
pystan==2.19.1.1
joblib==0.15.1
prophet==1.0.1
scikit-learn==0.24.1
hampel==0.0.5
google
google-cloud-secret-manager
tqdm
Yet, when I run docker build . command using the below docker file , my build does not go successful. Here is my docker file -
FROM python:3.7-slim-buster as base
COPY app /root/app
WORKDIR /root
RUN apt update
RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm
RUN pip3 install --upgrade pip
# Below method does not work and still gives no module named numpy error even though numpy is present in requirements.txt
RUN pip install --no-cache-dir -U -r ./app/requirements.txt
# CMD streamlit run app/app.py --server.maxUploadSize=512 --server.port 8080
ENTRYPOINT ["tail", "-f", "/dev/null"]
Here is the error trace when I use this combination -
#11 24.36
#11 24.36 × python setup.py bdist_wheel did not run successfully.
#11 24.36 │ exit code: 1
#11 24.36 ╰─> [41 lines of output]
#11 24.36 running bdist_wheel
#11 24.36 running build
#11 24.36 running build_py
#11 24.36 creating build
#11 24.36 creating build/lib
#11 24.36 creating build/lib/prophet
#11 24.36 creating build/lib/prophet/stan_model
#11 24.36 Traceback (most recent call last):
#11 24.36 File "<string>", line 36, in <module>
#11 24.36 File "<pip-setuptools-caller>", line 34, in <module>
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 150, in <module>
#11 24.36 long_description_content_type='text/markdown',
#11 24.36 File "/usr/local/lib/python3.7/site-packages/setuptools/__init__.py", line 153, in setup
#11 24.36 return distutils.core.setup(**attrs)
#11 24.36 File "/usr/local/lib/python3.7/distutils/core.py", line 148, in setup
#11 24.36 dist.run_commands()
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 966, in run_commands
#11 24.36 self.run_command(cmd)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/usr/local/lib/python3.7/site-packages/wheel/bdist_wheel.py", line 299, in run
#11 24.36 self.run_command('build')
#11 24.36 File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command
#11 24.36 self.distribution.run_command(command)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/usr/local/lib/python3.7/distutils/command/build.py", line 135, in run
#11 24.36 self.run_command(cmd_name)
#11 24.36 File "/usr/local/lib/python3.7/distutils/cmd.py", line 313, in run_command
#11 24.36 self.distribution.run_command(command)
#11 24.36 File "/usr/local/lib/python3.7/distutils/dist.py", line 985, in run_command
#11 24.36 cmd_obj.run()
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 48, in run
#11 24.36 build_models(target_dir)
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/setup.py", line 36, in build_models
#11 24.36 from prophet.models import StanBackendEnum
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/prophet/__init__.py", line 8, in <module>
#11 24.36 from prophet.forecaster import Prophet
#11 24.36 File "/tmp/pip-install-_y2f8_xf/prophet_6675cc9554e243a9ad11808d577194a8/prophet/forecaster.py", line 14, in <module>
#11 24.36 import numpy as np
#11 24.36 ModuleNotFoundError: No module named 'numpy'
So then, I tried adding the dependencies in the docker file itself to see and test out these dependencies -
In my trial 2, my docker file looks like this -
FROM python:3.7-slim-buster as base
COPY app /root/app
WORKDIR /root
RUN apt update
RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm
RUN pip3 install --upgrade pip
RUN pip install numpy==1.21.0
RUN pip install pandas==1.2.1
RUN pip install pystan==2.19.1.1
RUN pip install convertdate
RUN pip install lunarcalendar
RUN pip install holidays
RUN pip install tqdm
RUN pip install prophet==1.0.1
# CMD streamlit run app/app.py --server.maxUploadSize=512 --server.port 8080
ENTRYPOINT ["tail", "-f", "/dev/null"]
Then I did docker build . and this time I got below error trace -
[+] Building 89.3s (17/18)
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
=> CACHED [ 3/14] WORKDIR /root 0.0s
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
[+] Building 89.4s (17/18)
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
=> [13/14] RUN pip install tqdm 1.7s
=> [14/14] RUN pip install prophet==1.0.1 41.2s
[+] Building 732.3s (17/18)
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 911B 0.0s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
[+] Building 732.5s (17/18)
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
[+] Building 1015.7s (18/18) FINISHED
=> [internal] load build definition from Dockerfile 0.0s
=> => transferring dockerfile: 911B 0.0s
=> [internal] load .dockerignore 0.0s
=> => transferring context: 2B 0.0s
=> [internal] load metadata for docker.io/library/python:3.7-slim-buster 0.8s
=> [internal] load build context 0.0s
=> => transferring context: 65B 0.0s
=> [ 1/14] FROM docker.io/library/python:3.7-slim-buster@sha256:1c99a3b0f4c8168b2210e74911cbcf028a6a44ddad50d0eed5a5eced28173295 0.0s
=> CACHED [ 2/14] COPY app /root/app 0.0s
=> CACHED [ 3/14] WORKDIR /root 0.0s
=> CACHED [ 4/14] RUN apt update 0.0s
=> CACHED [ 5/14] RUN apt-get install -y --no-install-recommends g++ build-essential git python3-dev gcc libc-dev wget rpm 0.0s
=> CACHED [ 6/14] RUN pip3 install --upgrade pip 0.0s
=> [ 7/14] RUN pip install numpy==1.21.0 6.5s
=> [ 8/14] RUN pip install pandas==1.2.1 6.3s
=> [ 9/14] RUN pip install pystan==2.19.1.1 19.4s
=> [10/14] RUN pip install convertdate 7.2s
=> [11/14] RUN pip install lunarcalendar 3.0s
=> [12/14] RUN pip install holidays 3.1s
=> [13/14] RUN pip install tqdm 1.7s
=> ERROR [14/14] RUN pip install prophet==1.0.1 967.4s
------
> [14/14] RUN pip install prophet==1.0.1:
#18 0.996 Collecting prophet==1.0.1
#18 1.125 Downloading prophet-1.0.1.tar.gz (65 kB)
#18 1.153 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 65.8/65.8 KB 3.2 MB/s eta 0:00:00
#18 1.176 Preparing metadata (setup.py): started
#18 1.513 Preparing metadata (setup.py): finished with status 'done'
#18 1.528 Requirement already satisfied: Cython>=0.22 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.29.28)
#18 1.752 Collecting cmdstanpy==0.9.68
#18 1.853 Downloading cmdstanpy-0.9.68-py3-none-any.whl (49 kB)
#18 1.876 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 49.0/49.0 KB 2.5 MB/s eta 0:00:00
#18 1.880 Requirement already satisfied: pystan~=2.19.1.1 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.19.1.1)
#18 1.881 Requirement already satisfied: numpy>=1.15.4 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (1.21.0)
#18 1.883 Requirement already satisfied: pandas>=1.0.4 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (1.2.1)
#18 2.119 Collecting matplotlib>=2.0.0
#18 2.146 Downloading matplotlib-3.5.2-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (11.2 MB)
#18 3.265 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 11.2/11.2 MB 18.3 MB/s eta 0:00:00
#18 3.323 Requirement already satisfied: LunarCalendar>=0.0.9 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.0.9)
#18 3.324 Requirement already satisfied: convertdate>=2.1.2 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.4.0)
#18 3.326 Requirement already satisfied: holidays>=0.10.2 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (0.13)
#18 3.371 Collecting setuptools-git>=1.2
#18 3.436 Downloading setuptools_git-1.2-py2.py3-none-any.whl (10 kB)
#18 3.453 Requirement already satisfied: python-dateutil>=2.8.0 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (2.8.2)
#18 3.456 Requirement already satisfied: tqdm>=4.36.1 in /usr/local/lib/python3.7/site-packages (from prophet==1.0.1) (4.64.0)
#18 3.612 Collecting ujson
#18 3.669 Downloading ujson-5.2.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (45 kB)
#18 3.693 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 45.0/45.0 KB 2.1 MB/s eta 0:00:00
#18 3.713 Requirement already satisfied: pymeeus<=1,>=0.3.13 in /usr/local/lib/python3.7/site-packages (from convertdate>=2.1.2->prophet==1.0.1) (0.5.11)
#18 3.719 Requirement already satisfied: korean-lunar-calendar in /usr/local/lib/python3.7/site-packages (from holidays>=0.10.2->prophet==1.0.1) (0.2.1)
#18 3.720 Requirement already satisfied: hijri-converter in /usr/local/lib/python3.7/site-packages (from holidays>=0.10.2->prophet==1.0.1) (2.2.3)
#18 3.726 Requirement already satisfied: pytz in /usr/local/lib/python3.7/site-packages (from LunarCalendar>=0.0.9->prophet==1.0.1) (2022.1)
#18 3.727 Requirement already satisfied: ephem>=3.7.5.3 in /usr/local/lib/python3.7/site-packages (from LunarCalendar>=0.0.9->prophet==1.0.1) (4.1.3)
#18 3.773 Collecting cycler>=0.10
#18 3.791 Downloading cycler-0.11.0-py3-none-any.whl (6.4 kB)
#18 4.149 Collecting pillow>=6.2.0
#18 4.202 Downloading Pillow-9.1.0-cp37-cp37m-manylinux_2_17_x86_64.manylinux2014_x86_64.whl (4.3 MB)
#18 4.459 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 4.3/4.3 MB 17.2 MB/s eta 0:00:00
#18 4.891 Collecting fonttools>=4.22.0
#18 4.929 Downloading fonttools-4.33.3-py3-none-any.whl (930 kB)
#18 4.981 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 930.9/930.9 KB 19.7 MB/s eta 0:00:00
#18 5.171 Collecting pyparsing>=2.2.1
#18 5.191 Downloading pyparsing-3.0.8-py3-none-any.whl (98 kB)
#18 5.208 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 98.5/98.5 KB 10.2 MB/s eta 0:00:00
#18 5.562 Collecting packaging>=20.0
#18 5.585 Downloading packaging-21.3-py3-none-any.whl (40 kB)
#18 5.594 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 40.8/40.8 KB 6.7 MB/s eta 0:00:00
#18 5.908 Collecting kiwisolver>=1.0.1
#18 5.970 Downloading kiwisolver-1.4.2-cp37-cp37m-manylinux_2_5_x86_64.manylinux1_x86_64.whl (1.1 MB)
#18 6.111 ━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━ 1.1/1.1 MB 8.9 MB/s eta 0:00:00
#18 6.135 Requirement already satisfied: six>=1.5 in /usr/local/lib/python3.7/site-packages (from python-dateutil>=2.8.0->prophet==1.0.1) (1.16.0)
#18 6.289 Collecting typing-extensions
#18 6.305 Downloading typing_extensions-4.2.0-py3-none-any.whl (24 kB)
#18 6.389 Building wheels for collected packages: prophet
#18 6.391 Building wheel for prophet (setup.py): started
#18 282.2 Building wheel for prophet (setup.py): still running...
#18 287.9 Building wheel for prophet (setup.py): finished with status 'error'
#18 288.4 error: subprocess-exited-with-error
#18 288.4
#18 288.4 × python setup.py bdist_wheel did not run successfully.
#18 288.4 │ exit code: 1
#18 288.4 ╰─> [11 lines of output]
#18 288.4 running bdist_wheel
#18 288.4 running build
#18 288.4 running build_py
#18 288.4 creating build
#18 288.4 creating build/lib
#18 288.4 creating build/lib/prophet
#18 288.4 creating build/lib/prophet/stan_model
#18 288.4 Importing matplotlib failed. Plotting will not work.
#18 288.4 Importing plotly failed. Interactive plots will not work.
#18 288.4 INFO:pystan:COMPILING THE C++ CODE FOR MODEL anon_model_dfdaf2b8ece8a02eb11f050ec701c0ec NOW.
#18 288.4 error: command 'gcc' failed with exit status 1
#18 288.4 [end of output]
#18 288.4
#18 288.4 note: This error originates from a subprocess, and is likely not a problem with pip.
#18 288.4 ERROR: Failed building wheel for prophet
#18 288.4 Running setup.py clean for prophet
#18 289.1 Failed to build prophet
#18 289.7 Installing collected packages: setuptools-git, ujson, typing-extensions, pyparsing, pillow, fonttools, cycler, packaging, kiwisolver, matplotlib, cmdstanpy, prophet
#18 293.9 Running setup.py install for prophet: started
#18 959.4 Running setup.py install for prophet: still running...
#18 964.5 Running setup.py install for prophet: finished with status 'error'
#18 964.7 error: subprocess-exited-with-error
#18 964.7
#18 964.7 × Running setup.py install for prophet did not run successfully.
#18 964.7 │ exit code: 1
#18 964.7 ╰─> [10 lines of output]
#18 964.7 running install
#18 964.7 running build
#18 964.7 running build_py
#18 964.7 creating build
#18 964.7 creating build/lib
#18 964.7 creating build/lib/prophet
#18 964.7 creating build/lib/prophet/stan_model
#18 964.7 Importing plotly failed. Interactive plots will not work.
#18 964.7 INFO:pystan:COMPILING THE C++ CODE FOR MODEL anon_model_dfdaf2b8ece8a02eb11f050ec701c0ec NOW.
#18 964.7 error: command 'gcc' failed with exit status 1
#18 964.7 [end of output]
#18 964.7
#18 964.7 note: This error originates from a subprocess, and is likely not a problem with pip.
#18 964.9 error: legacy-install-failure
#18 964.9
#18 964.9 × Encountered error while trying to install package.
#18 964.9 ╰─> prophet
#18 964.9
#18 964.9 note: This is an issue with the package mentioned above, not pip.
#18 964.9 hint: See above for output from the failure.
In trial 2, I do not see specific errors but my build still fails.
Has anyone tried building a clean image with prophet library ?
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评论（1）
我搜索了很长时间并找到一些解决方案...我用作基础：
partial Solution
和
noreferrer最后，对我的项目进行实施...我将使用它来进行另一个...现在只能使此操作...所以...我的代码不是“干净的代码”。
查看我在github上的我的projet
添加：
如果您对docker有问题，也许是一个可能的解决方案：一个可能的解决方案：
1-删除所有容器：Docker RM -VF $（Docker PS -AQ）
之后
2-删除所有成像：Docker RMI -F $（Docker Images -AQ）
另一种方法：
有时您需要多次尝试运行
docker-compose-build，是的，也许服务器下降了...有一些问题或等。这很常见
倍数阶段。这是一个痛苦...
观察：“ 4个月前” ...也许有人也需要这个...
I search this for a long time and find some solutions... I use as a base:
Partial Solution
And
Use case without DockerFile
And finally make a implementation on my project... i will use this for another one... only make this works now... so... my code ins't the "clean code".
Look at my projet on github
add:
If you have a problem with Docker maybe a possible solution:
1- Delete all containers: docker rm -vf $(docker ps -aq)
and after that
2- Delete all imagens: docker rmi -f $(docker images -aq)
Another way:
Some times you need to try multiple times run
docker-compose up --build,yes maybe the server is down... have some problems or etc. This is common in
multiples stages of the instalation. This is a pain...
obs: "4 months ago"... maybe someone need this too...