From a2c89ea04c463bac17cf7609925fae7d46109b6a Mon Sep 17 00:00:00 2001
From: jianjiang <jianjiang@iflytek.com>
Date: Fri, 21 Apr 2023 16:45:35 +0800
Subject: [PATCH] 	new file:   requirements.txt

---
 Dockerfile       | 27 +++++++++++++++++++++++++++
 app.py           | 29 +++++++++++++++++++++++++++++
 packages.txt     |  2 ++
 requirements.txt |  4 ++++
 4 files changed, 62 insertions(+)
 create mode 100644 Dockerfile
 create mode 100644 app.py
 create mode 100644 packages.txt
 create mode 100644 requirements.txt

diff --git a/Dockerfile b/Dockerfile
new file mode 100644
index 0000000..a6c0108
--- /dev/null
+++ b/Dockerfile
@@ -0,0 +1,27 @@
+# please visit https://github.com/xfyun/aiges/releases to get stable and suitable iamges.
+
+FROM iflyopensource/aiges-gpu:11.2-1.17-3.9.13-ubuntu1804-v3.3.2
+RUN sed -i 's@//.*archive.ubuntu.com@//mirrors.ustc.edu.cn@g' /etc/apt/sources.list
+RUN sed -i 's/security.ubuntu.com/mirrors.ustc.edu.cn/g' /etc/apt/sources.list
+
+RUN --mount=target=/root/packages.txt,source=packages.txt  apt-get update && xargs -r -a /root/packages.txt apt-get install -y && rm -rf /var/lib/apt/lists/*
+
+WORKDIR /home/user/app
+RUN useradd -m -u 1000 user
+RUN chown  -R 1000.1000 /home/user
+
+
+RUN curl -s https://packagecloud.io/install/repositories/github/git-lfs/script.deb.sh | bash
+RUN apt-get install git-lfs
+RUN git lfs install
+RUN pip config set global.index-url https://pypi.mirrors.ustc.edu.cn/simple/
+
+
+RUN pip install --no-cache-dir pip==22.3.1
+RUN --mount=target=requirements.txt,source=requirements.txt 	pip install --no-cache-dir -r requirements.txt
+
+COPY --chown=1000 ./ /home/user/app
+
+RUN git clone http://172.16.59.16:3000/Seethal/sentiment_analysis_generic_dataset.git
+
+CMD ["python3", "app.py"]
diff --git a/app.py b/app.py
new file mode 100644
index 0000000..3008e7b
--- /dev/null
+++ b/app.py
@@ -0,0 +1,29 @@
+import gradio as gr
+from transformers import pipeline, AutoTokenizer, AutoConfig, AutoModelForSequenceClassification
+
+modelName="sentiment_analysis_generic_dataset"
+
+tokenizer = AutoTokenizer.from_pretrained(modelName)
+#model = AutoModelForSequenceClassification.from_pretrained(modelName)
+sentimentPipeline = pipeline("sentiment-analysis", model=modelName, tokenizer=tokenizer)
+Label2Des = {
+    "LABEL_0": "NEGATIVE",
+    "LABEL_1": "NEUTRAL",
+    "LABEL_2": "POSITIVE"
+}
+
+def sentiment_analysis(text):
+    results = sentimentPipeline(text)
+
+    return f"Sentiment: {Label2Des.get(results[0]['label'])}, Score: {results[0]['score']:.2f}" 
+    
+demo = gr.Interface(fn=sentiment_analysis, 
+                    inputs='text', 
+                    outputs='text',
+                    title = "文本情感分析"
+                    )
+
+
+if __name__ == "__main__":
+    demo.queue(concurrency_count=3)
+    demo.launch(server_name = "0.0.0.0")
diff --git a/packages.txt b/packages.txt
new file mode 100644
index 0000000..b399c93
--- /dev/null
+++ b/packages.txt
@@ -0,0 +1,2 @@
+git
+curl
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
new file mode 100644
index 0000000..56e5592
--- /dev/null
+++ b/requirements.txt
@@ -0,0 +1,4 @@
+gradio==3.21.0
+transformers==4.27.1
+torch==2.0.0
+timm