Full-stack Highly Scalable Cloud-native Machine Learning system for demand forecasting with realtime data streaming, inference, retraining loop, and more
License: MIT License
🚀 Open to work: Seeking International Opportunities. Open to Relocation Globally. :)
🌱 Expertise: Computer Vision, Medical Imaging, ML System Design, ML Solution Architecture
⚡ Check this out! jomariya23156.github.io
📫 Reach me [email protected]
After running the following command docker-compose -f docker-compose.yml -f docker-compose-airflow.yml up -d im getting the error below
` => [nginx 2/3] COPY default.conf.template /etc/nginx/templates/ 0.5s
=> ERROR [nginx 3/3] RUN ln -sf /dev/stdout /var/log/nginx/access.log && ln -sf /dev/stderr /var/log/nginx/error.log 1.5s
------
> [nginx 3/3] RUN ln -sf /dev/stdout /var/log/nginx/access.log && ln -sf /dev/stderr /var/log/nginx/error.log:
1.430 exec /bin/sh: exec format error
------
failed to solve: process "/bin/sh -c ln -sf /dev/stdout /var/log/nginx/access.log && ln -sf /dev/stderr /var/log/nginx/error.log" did not complete successfully: exit code: 1```
**and `docker-compose build` is also giving the following error**
` => ERROR [ray 2/4] RUN mkdir -p /storage/mlruns/ && chown -R ray /storage/mlruns/ && chmod -R go+rX /storage/mlruns/ 1.4s
=> CACHED [mlflow 1/5] FROM docker.io/library/python:3.9.17-slim@sha256:42a5da33675ec5a692e8cdbb09ffa4e39588c10dd9a96235e543c498484 0.0s
=> [web-ui internal] load build context 0.9s
=> => transferring context: 14.81kB 0.0s
=> [data-producer internal] load build context 1.6s
=> => transferring context: 34.01MB 0.4s
=> ERROR [data-producer 2/7] RUN mkdir -p /service/datasets 1.7s
=> [mlflow internal] load build context 1.2s
=> => transferring context: 79B 0.0s
=> [forecast-service internal] load build context 0.6s
=> => transferring context: 6.80kB 0.0s
=> CACHED [forecast-service 2/5] COPY requirements.txt /service/requirements.txt 0.1s
=> CACHED [web-ui 2/5] COPY requirements.txt /service/requirements.txt 0.0s
=> CANCELED [web-ui 3/5] RUN pip install -r /service/requirements.txt 1.8s
=> CANCELED [forecast-service 3/5] RUN pip install -r /service/requirements.txt 2.1s
=> CACHED [mlflow 2/3] COPY requirements.txt . 0.0s
=> CANCELED [mlflow 3/3] RUN pip install -r requirements.txt 2.3s
------
> [ray 2/4] RUN mkdir -p /storage/mlruns/ && chown -R ray /storage/mlruns/ && chmod -R go+rX /storage/mlruns/:
0.884 exec /bin/bash: exec format error
------
------
> [data-producer 2/7] RUN mkdir -p /service/datasets:
1.488 exec /bin/sh: exec format error
------
failed to solve: process "/bin/bash -c mkdir -p $MLFLOW_ARTIFACT_ROOT && chown -R ray $MLFLOW_ARTIFACT_ROOT && chmod -R go+rX $MLFLOW_ARTIFACT_ROOT" did not complete successfully: exit code: 1`
Hey i was trying to do a follow up on your project but i have just realized that you mentioned that you are using apache spark but its not mentioned anywhere on the docker composefile , am i missing something here or it actually not part of the project
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