如何在没有 tensorflow 警告的情况下 运行 python 编码
How to run python code without the tensorflow warning
我在 windows 10 上使用 python 3.6.9 和 tensorflow 1.14.0，并在 python 3.6 上安装和更新了所有库。当我 运行 我的代码时，我希望它只打印出 json 数据，但我却得到一个很大的 tensorflow/tflearn 错误，我不知道为什么。
我的代码：
import nltk
import numpy
import tflearn
import tensorflow
import random
import json
from nltk.stem.lancaster import LancasterStemmer
stemmer = LancasterStemmer()
with open("intents.json") as file:
data = json.load(file)
print(data)
我得到的错误：
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\helpers\summarizer.py:9: The name tf.summary.merge is deprecated. Please use tf.compat.v1.summary.merge instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\helpers\trainer.py:25: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\collections.py:13: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:123: The name tf.get_collection is deprecated. Please use tf.compat.v1.get_collection instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:129: The name tf.add_to_collection is deprecated. Please use tf.compat.v1.add_to_collection instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:131: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
我该怎么做才能消除该错误并运行我的代码正确？
Numpy 将弃用一些 API。见 release note.
Shape-1 fields in dtypes won’t be collapsed to scalars in a future version
Currently, a field specified as [(name, dtype, 1)] or "1type" is interpreted as a scalar field (i.e., the same as [(name, dtype)] or [(name, dtype, ()]). This now raises a FutureWarning; in a future version, it will be interpreted as a shape-(1,) field, i.e. the same as [(name, dtype, (1,))] or "(1,)type" (consistently with [(name, dtype, n)] / "ntype" with n>1, which is already equivalent to [(name, dtype, (n,)] / "(n,)type").
但是您的 tensorflow 版本使用 [(name, dtype, 1)] 并且会导致弃用警告。既然是警告，你可以忽略，以后的tensorflow版本或最新版本会处理这个警告。
这已经在 tensorflow 包 see this 中实施。请更新包到最新，我认为它会解决问题。
另一件事是 tflearn 包也有弃用的命令。它再次用于 tensorflow 包，但由于 tflearn 包最近未激活，我认为您必须忽略此警告，不会解决。参见 the repository。
试试这些命令：
pip install tensorflow==1.14.0
pip install numpy==1.16.4
我在 windows 10 上使用 python 3.6.9 和 tensorflow 1.14.0，并在 python 3.6 上安装和更新了所有库。当我 运行 我的代码时，我希望它只打印出 json 数据，但我却得到一个很大的 tensorflow/tflearn 错误，我不知道为什么。
我的代码：
import nltk
import numpy
import tflearn
import tensorflow
import random
import json
from nltk.stem.lancaster import LancasterStemmer
stemmer = LancasterStemmer()
with open("intents.json") as file:
data = json.load(file)
print(data)
我得到的错误：
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:516: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:517: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:518: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:519: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:520: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorflow\python\framework\dtypes.py:525: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:541: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint8 = np.dtype([("qint8", np.int8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:542: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint8 = np.dtype([("quint8", np.uint8, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:543: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint16 = np.dtype([("qint16", np.int16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:544: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_quint16 = np.dtype([("quint16", np.uint16, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:545: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
_np_qint32 = np.dtype([("qint32", np.int32, 1)])
C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tensorboard\compat\tensorflow_stub\dtypes.py:550: FutureWarning: Passing (type, 1) or '1type' as a synonym of type is deprecated; in a future version of numpy, it will be understood as (type, (1,)) / '(1,)type'.
np_resource = np.dtype([("resource", np.ubyte, 1)])
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\helpers\summarizer.py:9: The name tf.summary.merge is deprecated. Please use tf.compat.v1.summary.merge instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\helpers\trainer.py:25: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\collections.py:13: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:123: The name tf.get_collection is deprecated. Please use tf.compat.v1.get_collection instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:129: The name tf.add_to_collection is deprecated. Please use tf.compat.v1.add_to_collection instead.
WARNING:tensorflow:From C:\Users\PC\PycharmProjects\Machine Learning\venv\lib\site-packages\tflearn\config.py:131: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead.
我该怎么做才能消除该错误并运行我的代码正确？
Numpy 将弃用一些 API。见 release note.
Shape-1 fields in dtypes won’t be collapsed to scalars in a future version
Currently, a field specified as [(name, dtype, 1)] or "1type" is interpreted as a scalar field (i.e., the same as [(name, dtype)] or [(name, dtype, ()]). This now raises a FutureWarning; in a future version, it will be interpreted as a shape-(1,) field, i.e. the same as [(name, dtype, (1,))] or "(1,)type" (consistently with [(name, dtype, n)] / "ntype" with n>1, which is already equivalent to [(name, dtype, (n,)] / "(n,)type").
但是您的 tensorflow 版本使用 [(name, dtype, 1)] 并且会导致弃用警告。既然是警告，你可以忽略，以后的tensorflow版本或最新版本会处理这个警告。
这已经在 tensorflow 包 see this 中实施。请更新包到最新，我认为它会解决问题。
另一件事是 tflearn 包也有弃用的命令。它再次用于 tensorflow 包，但由于 tflearn 包最近未激活，我认为您必须忽略此警告，不会解决。参见 the repository。
试试这些命令：
pip install tensorflow==1.14.0
pip install numpy==1.16.4