itamarrocha / binary-bot Goto Github PK

No arquivo IQ.py, na linha 20, acredito ser necessário adicionar a ação iq.connect() para evitar "AttributeError: 'IQ_Option' object has no attribute 'api'". Localmente para mim, foi necessário para estabelecer a conexão com o serviço. O método em questão retorna um True ou False para o pedido de conexão podendo validar o sucesso ou não.

Traceback (most recent call last):
File "d:\Jhon\Desktop\Bots\Python\ItamarRocha\testing.py", line 125, in
NAME = train_data() + '.model'
File "d:\Jhon\Desktop\Bots\Python\ItamarRocha\training.py", line 92, in train_data
df = get_data_needed(iq)
File "d:\Jhon\Desktop\Bots\Python\ItamarRocha\iq.py", line 98, in get_data_needed
return final_data
File "C:\Users\Jhon\AppData\Roaming\Python\Python310\site-packages\pandas\core\generic.py", line 5596, in setattr
return object.setattr(self, name, value)
File "pandas_libs\properties.pyx", line 70, in pandas._libs.properties.AxisProperty.set
File "C:\Users\Jhon\AppData\Roaming\Python\Python310\site-packages\pandas\core\generic.py", line 769, in _set_axis
self._mgr.set_axis(axis, labels)
File "C:\Users\Jhon\AppData\Roaming\Python\Python310\site-packages\pandas\core\internals\managers.py", line 214, in set_axis
self._validate_set_axis(axis, new_labels)
File "C:\Users\Jhon\AppData\Roaming\Python\Python310\site-packages\pandas\core\internals\base.py", line 69, in _validate_set_axis
raise ValueError(
ValueError: Length mismatch: Expected axis has 2000 elements, new values have 2 elements

Hello
First let me thank you for this awesome project
i had problem when the bot try to call or put "Error" put ,False invalid" request. dose the problem from api or something else

one more thing more tried training and i already have cuda with cuddn same ver that your dependency running but it just run then stop tell "StreamExecutor device (0): NVIDIA GeForce GTX 1050, Compute Capability 6.1
1 Physical GPUs, 1 Logical GPUs"

When i try to install the requirements.txt, have this error:

binary-bot# pip install -r requirements.txt
DEPRECATION: Python 3.5 reached the end of its life on September 13th, 2020. Please upgrade your Python as Python 3.5 is no longer maintained. pip 21.0 will drop support for Python 3.5 in January 2021. pip 21.0 will remove support for this functionality.
Collecting iqoptionapi@ git+git://github.com/Lu-Yi-Hsun/iqoptionapi.git@e96ba2c5b905a139a4765167b08c5df48cf57773
Cloning git://github.com/Lu-Yi-Hsun/iqoptionapi.git (to revision e96ba2c5b905a139a4765167b08c5df48cf57773) to /tmp/pip-install-sckqxx_6/iqoptionapi_346b6e0d63dc4798a7679b6c98303683
ERROR: Command errored out with exit status 128: git clone -q git://github.com/Lu-Yi-Hsun/iqoptionapi.git /tmp/pip-install-sckqxx_6/iqoptionapi_346b6e0d63dc4798a7679b6c98303683 Check the logs for full command output.

and when try to work testing.py, have this error:

python testing.py
File "testing.py", line 35
current.columns = [f'close_{active}', f'volume_{active}']
^
SyntaxError: invalid syntax

python : Traceback (most recent call last):
No linha:1 caractere:1

• python testing.py

•   + CategoryInfo          : NotSpecified: (Traceback (most recent call last)::String) [], RemoteException
    + FullyQualifiedErrorId : NativeCommandError
  
  File "testing.py", line 3, in <module>
    from sklearn.preprocessing import MinMaxScaler
  File "C:\Users\Diego\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\__init__.py", line 80, in <module>
    from .base import clone
  File "C:\Users\Diego\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\base.py", line 21, in <module>
    from .utils import _IS_32BIT
  File "C:\Users\Diego\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\sklearn\utils\__init__.py", line 20, in <module>
    from scipy.sparse import issparse
  File "C:\Users\Diego\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\scipy\__init__.py", line 136, in <module>
    from . import _distributor_init
  File "C:\Users\Diego\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.7_qbz5n2kfra8p0\LocalCache\local-packages\Python37\site-packages\scipy\_distributor_init.py", line 62, in <module>
    WinDLL(os.path.abspath(filename))
  File "C:\Program Files\WindowsApps\PythonSoftwareFoundation.Python.3.7_3.7.2544.0_x64__qbz5n2kfra8p0\lib\ctypes\__init__.py", line 364, in __init__
    self._handle = _dlopen(self._name, mode)
  

OSError: [WinError 126] Não foi possível encontrar o módulo especificado

Could somebody help me?
Thank you!

Can you comment how every process work and what they means?

Boa tarde. tentei executar o programa do bot, porem nao foi possivel, o mesmo nao apresenta nenhum retorno.

Well, I have tried to install and run it, but when I run it it gives me the following error !:

zsh: illegal hardware instruction sudo python3 training.py

in the same way it throws me with the document testing.py

I need help!!

This appears, when I try to clone the IQ option API, using the command $ pip install -U git + git: //github.com/Lu-Yi-Hsun/iqoptionapi.git

It is a good practice use releases to control what new is added to the project
even when you fix a bug it is good to set right git tag

I have gone through the model.fit snippet and everthing seems to be fine but in vain also training.py returns no output is something i am missing here ? please help !!!!

I would like to suggest an improvement
since you need high speed to analyse candles and send to predict you could use threads to calculate indicators simultaneously to speed up the result.

Boa tarde!
Estou com um problema ao inicializar o testing.py.

C:\Users\Lemos\Downloads\binary-bot-master\binary-bot-master>python testing.py
2020-07-05 17:08:35.933108: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found
2020-07-05 17:08:35.944190: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
2020-07-05 17:08:39.272856: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'nvcuda.dll'; dlerror: nvcuda.dll not found
2020-07-05 17:08:39.280050: E tensorflow/stream_executor/cuda/cuda_driver.cc:313] failed call to cuInit: UNKNOWN ERROR (303)
2020-07-05 17:08:39.295328: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:169] retrieving CUDA diagnostic information for host: BD-LEMOS
2020-07-05 17:08:39.303199: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:176] hostname: BD-LEMOS
Traceback (most recent call last):
File "testing.py", line 125, in
NAME = train_data() + '.model'
File "C:\Users\Lemos\Downloads\binary-bot-master\binary-bot-master\training.py", line 89, in train_data
iq = login()
File "C:\Users\Lemos\Downloads\binary-bot-master\binary-bot-master\iq.py", line 20, in login
iq.change_balance("PRACTICE") #or real
File "C:\Users\Lemos\AppData\Local\Programs\Python\Python37\lib\site-packages\iqoptionapi\stable_api.py", line 432, in change_balance
for balance in self.get_profile_ansyc()["balances"]:
File "C:\Users\Lemos\AppData\Local\Programs\Python\Python37\lib\site-packages\iqoptionapi\stable_api.py", line 339, in get_profile_ansyc
while self.api.profile.msg == None:
AttributeError: 'IQ_Option' object has no attribute 'api'

Poderia me ajudar?

HOW TO EXECUTE?
WE HAVE TO INSTALL IQOPTION SOFTWARE

Hola, no esta funcionando en OTC

Fala amigo beleza?
instalei todas as dependencias mas esta dando esse erro e não consegui resolver
consegue ajudar?

Any could help me?
When I trying to run the testing.py show the error:
AttributeError: 'IQ_Option' object has no attribute 'api'

I have this error when starting the testing.py file

Já instalei todos os pacotes necessários e a api esta na ultima versão lançada, já inclui meu login na api iq.py,

Porém ao executar o comando> python testing.py

A api loga normalmente, mas em determinado momento, a api retorna este erro

Como deveria proceder para corrigir este erro?

Hi,
i have this error

No logro que funcione con el mercado OTC. Es posible?

Alguem poderia me ajudar passo a passo na execução.
Estou com dificuldades para executar.
Grato

Na tentativa de execução utilizando o processamento da GPU o log abaixo é gerado e nada mais acontece. Algum passo a mais é necessário para testar com a GPU?

***Testei em um Mac e foi possível rodar o projeto e testar com sucesso.

Teste realizado em um Win10 com GPU

PS D:\binary-bot> python .\testing.py 2020-07-17 16:31:11.051098: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2020-07-17 16:31:12.130954: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-07-17 16:31:12.199665: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1060 6GB computeCapability: 6.1
coreClock: 1.7085GHz coreCount: 10 deviceMemorySize: 6.00GiB deviceMemoryBandwidth: 178.99GiB/s
2020-07-17 16:31:12.204331: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2020-07-17 16:31:12.209374: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2020-07-17 16:31:12.213760: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2020-07-17 16:31:12.216753: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2020-07-17 16:31:12.222277: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2020-07-17 16:31:12.226835: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2020-07-17 16:31:12.235584: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-07-17 16:31:12.238806: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0
2020-07-17 16:31:12.240900: I tensorflow/core/platform/cpu_feature_guard.cc:143] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2
2020-07-17 16:31:12.249238: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x217cf6a8c70 initialized for platform Host (this does not guarantee that XLA will be used). Devices:
2020-07-17 16:31:12.252842: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): Host, Default Version
2020-07-17 16:31:12.255264: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
pciBusID: 0000:01:00.0 name: GeForce GTX 1060 6GB computeCapability: 6.1
coreClock: 1.7085GHz coreCount: 10 deviceMemorySize: 6.00GiB deviceMemoryBandwidth: 178.99GiB/s
2020-07-17 16:31:12.259884: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudart64_101.dll
2020-07-17 16:31:12.262219: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cublas64_10.dll
2020-07-17 16:31:12.264539: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cufft64_10.dll
2020-07-17 16:31:12.266855: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library curand64_10.dll
2020-07-17 16:31:12.269973: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusolver64_10.dll
2020-07-17 16:31:12.272406: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cusparse64_10.dll
2020-07-17 16:31:12.274777: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library cudnn64_7.dll
2020-07-17 16:31:12.277527: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1703] Adding visible gpu devices: 0
2020-07-17 16:31:12.762765: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1102] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-07-17 16:31:12.765287: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1108] 0
2020-07-17 16:31:12.766847: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1121] 0: N
2020-07-17 16:31:12.768874: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1247] Created TensorFlow device (/job:localhost/replica:0/task:0/device:GPU:0 with 4700 MB memory) -> physical GPU (device: 0, name: GeForce GTX 1060 6GB, pci bus id: 0000:01:00.0, compute capability: 6.1)
2020-07-17 16:31:12.775271: I tensorflow/compiler/xla/service/service.cc:168] XLA service 0x217fe622060 initialized for platform CUDA (this does not guarantee that XLA will be used). Devices:
2020-07-17 16:31:12.778365: I tensorflow/compiler/xla/service/service.cc:176] StreamExecutor device (0): GeForce GTX 1060 6GB, Compute Capability 6.1
1 Physical GPUs, 1 Logical GPUs
1 Physical GPUs, 1 Logical GPUs

Já descobri que você utilizou como base redes neurais LSTM, vi isso na pasta models, então quanto a isso não precisa responder,
Mas minha dúvida sobre como treinar (novos modelos) ou então, aprimorar o modelo atual LSTM-best.model (caso de),
Informe-me informações acerca disso de como treinar usando seu bot,

Eu vi que você respondeu a um usuário aqui no Issues dizendo:

Opa, Boa tarde. Eu consegui uma média de 60%........ .....Como o modelo funciona meio que online, ele treina novamente em novos dados após 10 transações, 

Poderia explicar? resumidamente que seja, ou então, se possível me passa fontes (links, PFDs ou afins) sobre como funciona esse tipo de treinamento em tempo real? Eu mandei essa dúvida por aqui, porque, eu te contatei via e-mail (que tem no teu site), porém não obtive resposta,

Mais uma vez, só tenho a te agradecer pelo bot, até logo 🤝🤝

I dont understand a lot... this its all my "log", running the py through CMD

2020-05-18 17:47:18.414601: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found
2020-05-18 17:47:18.423083: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.
2020-05-18 17:47:23.581259: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library nvcuda.dll
2020-05-18 17:47:24.232897: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1561] Found device 0 with properties:
pciBusID: 0000:04:00.0 name: GeForce 920M computeCapability: 3.5
coreClock: 0.954GHz coreCount: 2 deviceMemorySize: 2.00GiB deviceMemoryBandwidth: 13.41GiB/s
2020-05-18 17:47:24.256591: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudart64_101.dll'; dlerror: cudart64_101.dll not found
2020-05-18 17:47:24.275917: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cublas64_10.dll'; dlerror: cublas64_10.dll not found
2020-05-18 17:47:24.296574: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cufft64_10.dll'; dlerror: cufft64_10.dll not found
2020-05-18 17:47:24.315652: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'curand64_10.dll'; dlerror: curand64_10.dll not found
2020-05-18 17:47:24.336830: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cusolver64_10.dll'; dlerror: cusolver64_10.dll not found
2020-05-18 17:47:24.356607: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cusparse64_10.dll'; dlerror: cusparse64_10.dll not found
2020-05-18 17:47:24.378233: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'cudnn64_7.dll'; dlerror: cudnn64_7.dll not found
2020-05-18 17:47:24.389219: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1598] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform.
Skipping registering GPU devices...
Traceback (most recent call last):
  File "D:\Downloads\binary-bot\testing.py", line 125, in <module>
    NAME = train_data() + '.model'
  File "D:\Downloads\binary-bot\training.py", line 89, in train_data
    iq = login()
  File "D:\Downloads\binary-bot\iq.py", line 20, in login
    iq.change_balance("PRACTICE") #or real
  File "C:\Users\User\AppData\Local\Programs\Python\Python38\lib\site-packages\iqoptionapi\stable_api.py", line 430, in change_balance
    for balance in self.get_profile_ansyc()["balances"]:
  File "C:\Users\User\AppData\Local\Programs\Python\Python38\lib\site-packages\iqoptionapi\stable_api.py", line 331, in get_profile_ansyc
    while self.api.profile.msg==None:
AttributeError: 'IQ_Option' object has no attribute 'api'

Hi... After installing and running the code, all I get is:

Trying to connect to IqOption
Successfully Connected!
 

Python keeps busy, but even after waiting for some minutes, nothing happens..
It seems like waiting for something that doesn't come... No error message, no warning...
Please, is there anyone currently using this amazing bot successfully?
Is there any necessary API update?

Thanks for this amazing work!

Try to use another approach to see if it can improve performance
Some approach are good to test and recommended:
Dueling Deep Q Learning
GAN
Deep Deterministic Policy Gradient (DDPG)

Opa Itamar tudo bem?

encontrei seu repositorio e fiquei curioso.

Tu conseguiu quanto de acuracia no modelo?
Fez algum crossvalidation ?

fez algum backtest?

#19 not is the solucion!!