From e081b1a145ca048e910cc3f28c8b074a497c376a Mon Sep 17 00:00:00 2001 From: svcvit Date: Thu, 21 Nov 2024 09:39:44 +0800 Subject: [PATCH] =?UTF-8?q?=E4=BD=BF=E7=94=A8matplotlib=E7=94=BB=E5=9B=BE?= MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit --- DSL/matplotlib.yml | 163 ++++++++++++++++++++++++++ README.md | 7 ++ snapshots/Xnip2024-11-21_09-35-09.jpg | Bin 0 -> 495690 bytes 3 files changed, 170 insertions(+) create mode 100644 DSL/matplotlib.yml create mode 100644 snapshots/Xnip2024-11-21_09-35-09.jpg diff --git a/DSL/matplotlib.yml b/DSL/matplotlib.yml new file mode 100644 index 0000000..ec3ea5d --- /dev/null +++ b/DSL/matplotlib.yml @@ -0,0 +1,163 @@ +app: + description: '' + icon: 🤖 + icon_background: '#FFEAD5' + mode: advanced-chat + name: matplotlib + use_icon_as_answer_icon: false +kind: app +version: 0.1.3 +workflow: + conversation_variables: [] + environment_variables: [] + features: + file_upload: + allowed_file_extensions: + - .JPG + - .JPEG + - .PNG + - .GIF + - .WEBP + - .SVG + allowed_file_types: + - image + allowed_file_upload_methods: + - local_file + - remote_url + enabled: false + fileUploadConfig: + audio_file_size_limit: 50 + batch_count_limit: 5 + file_size_limit: 15 + image_file_size_limit: 10 + video_file_size_limit: 100 + workflow_file_upload_limit: 10 + image: + enabled: false + number_limits: 3 + transfer_methods: + - local_file + - remote_url + number_limits: 3 + opening_statement: '' + retriever_resource: + enabled: true + sensitive_word_avoidance: + enabled: false + speech_to_text: + enabled: false + suggested_questions: [] + suggested_questions_after_answer: + enabled: false + text_to_speech: + enabled: false + language: '' + voice: '' + graph: + edges: + - data: + isInIteration: false + sourceType: start + targetType: code + id: 1732083938374-source-1732083953925-target + source: '1732083938374' + sourceHandle: source + target: '1732083953925' + targetHandle: target + type: custom + zIndex: 0 + - data: + isInIteration: false + sourceType: code + targetType: answer + id: 1732083953925-source-answer-target + source: '1732083953925' + sourceHandle: source + target: answer + targetHandle: target + type: custom + zIndex: 0 + nodes: + - data: + desc: '' + selected: false + title: 开始 + type: start + variables: [] + height: 54 + id: '1732083938374' + position: + x: 30 + y: 251.5 + positionAbsolute: + x: 30 + y: 251.5 + selected: false + sourcePosition: right + targetPosition: left + type: custom + width: 244 + - data: + answer: '![描述文本](data:image/png;base64,{{#1732083953925.result#}}) + + ' + desc: '' + selected: false + title: 直接回复 + type: answer + variables: [] + height: 119 + id: answer + position: + x: 638 + y: 251.5 + positionAbsolute: + x: 638 + y: 251.5 + selected: false + sourcePosition: right + targetPosition: left + type: custom + width: 244 + - data: + code: "from pathlib import Path\nPath.home = lambda: Path(\"/dependencies/home\"\ + )\n\nimport matplotlib.pyplot as plt\nimport numpy as np\nimport io\nimport\ + \ base64\n\ndef generate_base64_plot():\n # 数据准备\n x = np.linspace(0,\ + \ 10, 100)\n y = np.sin(x)\n \n # 创建图形\n plt.figure(figsize=(8,\ + \ 6)) # 设置画布大小为 800x600 像素\n plt.plot(x, y, label='Sine Wave', color='blue',\ + \ linewidth=2)\n \n # 添加标题和标签\n plt.title('Sine Wave Example',\ + \ fontsize=16)\n plt.xlabel('X-axis', fontsize=12)\n plt.ylabel('Y-axis',\ + \ fontsize=12)\n \n # 添加网格和图例\n plt.grid(True, linestyle='--',\ + \ alpha=0.6)\n plt.legend(fontsize=12)\n \n # 使用内存缓冲区保存图片为Base64字符串\n\ + \ buffer = io.BytesIO()\n plt.savefig(buffer, format='png', dpi=100)\ + \ # 使用 100 DPI 保存,确保像素为 800x600\n buffer.seek(0) # 将缓冲区指针回到起点\n \ + \ base64_str = base64.b64encode(buffer.read()).decode('utf-8')\n buffer.close()\n\ + \ plt.close() # 关闭绘图对象,释放资源\n \n return base64_str\n\n\ndef main():\n\ + \ base64_image = generate_base64_plot()\n return {\"result\": base64_image}\n" + code_language: python3 + desc: '' + outputs: + result: + children: null + type: string + selected: true + title: 代码执行 + type: code + variables: [] + height: 54 + id: '1732083953925' + position: + x: 334 + y: 251.5 + positionAbsolute: + x: 334 + y: 251.5 + selected: true + sourcePosition: right + targetPosition: left + type: custom + width: 244 + viewport: + x: 120.00000000000006 + y: 238.30000000000004 + zoom: 0.7 diff --git a/README.md b/README.md index ce92124..f377e7b 100644 --- a/README.md +++ b/README.md @@ -75,6 +75,13 @@ A:执行下面的指令:docker exec -it docker-api-1 flask reset-password 你可以参考下面每个 yml 的描述,找到你需要的 Workflow,然后在 DSL 文件夹中找到对应的文件,复制文件的 URL,导入自己的 Dify 账号即可。 +## 2024-11-21更新 + +| 文件 | 描述 | 来源 | +| ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ | ------------------------------------------------------------------- | +| `matplotlib.yml` | 使用matplotlib画图,将图片输出为base64,再通过回复渲染图片。注意,需要自行修改sandbox的权限,重新打包sandbox的镜像。 ![](./snapshots/Xnip2024-11-21_09-35-09.jpg) | 微信 @svcvit | + + ## 2024-11-20更新 | 文件 | 描述 | 来源 | diff --git a/snapshots/Xnip2024-11-21_09-35-09.jpg b/snapshots/Xnip2024-11-21_09-35-09.jpg new file mode 100644 index 0000000000000000000000000000000000000000..f73c8f02170744757ab27739b9b410f15a4712e4 GIT binary patch literal 495690 zcmeFZ2|QHq`!{~Z*!O+kvM-^sXBm<``&LPko$PyIv}lnfBv}gCB2mc_GTBQcgeciU zLI$P57|)r7^!a^zzCPd2^Lt*u|Nr%zVs2;dbKTeSeqYyhpEGQ}-y8+#4RrK%00;yC zZh-%Q%`qTQJJj6;0E~<}d0b&RzKmv}yDS$eJYkRB%5d)yO^F#n}#T_6f%rORE zu?Hv(cMblPD4S?&22Ef#bZbn8T?5#h2b4_Rd;)y}+@9mFQlWde;@!r^T6|hA%VWw@k?;b><=mkjz40@uJ|z$J3fsY?W*ga6+a%=1yplz`=_V+R0UdzQ_OLObIgFiST$O-ba+CJ~*tiLV)ted6H)|_B> zYb+yh>jrpQZ0mE@O>6tSe~|gM{?6XIhqmUs`0H%j?iB!@CCG7e*WbQ2(9KeB>%61G zFa4dpHGjzrIJ&Kylk;Kit@+O0R@?Ua1|Hg8%l8b98#tYv&**NS4+yr{zBUj9dN>$hagVzeI0EPb{D2ksY6+MFnt%?V4;Ta5fzF{=i~?FdzG43Eu5N++njp)Z 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