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feat: add summary analysis

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pull/21891/head
ytqh 1 year ago
parent 222705ead4
commit 2c49926403
3 changed files with 376 additions and 10 deletions
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174
api/controllers/inner_tools/answers_summary_analysis.py
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@ -1,15 +1,19 @@
import io
import json import json
import uuid
from typing import Any, Dict, List, Optional, Tuple from typing import Any, Dict, List, Optional, Tuple
import chardet import chardet
from controllers.inner_tools import api from controllers.inner_tools import api
from core.tools.tool_file_manager import ToolFileManager
from extensions.ext_database import db from extensions.ext_database import db
from extensions.ext_storage import storage from extensions.ext_storage import storage
from flask import jsonify, request from flask import jsonify, request, send_file
from flask_restful import Resource # type: ignore from flask_restful import Resource # type: ignore
from jinja2 import Template
from models.account import Tenant
from models.model import UploadFile from models.model import UploadFile
from models.workflow import WorkflowRun from models.workflow import WorkflowRun
from weasyprint import HTML
class AnswersSummaryAnalysisApi(Resource): class AnswersSummaryAnalysisApi(Resource):
@ -138,18 +142,29 @@ class AnswersSummaryAnalysisApi(Resource):
def _calculate_category_statistics( def _calculate_category_statistics(
self, parsed_answers: List[Dict[str, Any]], categories: List[Dict[str, Any]] self, parsed_answers: List[Dict[str, Any]], categories: List[Dict[str, Any]]
) -> Dict[str, float]: ) -> List[Dict[str, Any]]:
"""Calculate statistics by category. """Calculate statistics by category.
For demonstration, we're assuming: For demonstration, we're assuming:
- Correct answers are predetermined or defined in the system - Correct answers are predetermined or defined in the system
- We're calculating the percentage of correct answers per category - We're calculating the percentage of correct answers per category
Returns:
A list of dictionaries with category statistics:
[
{
"category": str,
"correct_rate": float,
"error_count": int,
"total_count": int
}
]
""" """
# Simplified example: assume we have correct answers defined # Simplified example: assume we have correct answers defined
# In a real system, these would come from a database or predefined source # In a real system, these would come from a database or predefined source
# For now, we'll just count non-empty answers # For now, we'll just count non-empty answers
summary = {} summary = []
# For each category in the list # For each category in the list
for category in categories: for category in categories:
@ -178,11 +193,156 @@ class AnswersSummaryAnalysisApi(Resource):
continue continue
# Calculate percentage # Calculate percentage
rate = valid_answers / total_answers if total_answers > 0 else 0 correct_rate = valid_answers / total_answers if total_answers > 0 else 0
summary[category_name] = round(rate, 2) error_count = total_answers - valid_answers
summary.append(
{
"category": category_name,
"correct_rate": round(correct_rate, 2),
"error_count": error_count,
"total_count": total_answers,
}
)
return summary return summary
# Add API endpoint class GenerateAnalysisReportApi(Resource):
def post(self):
"""Generate a PDF analysis report based on the provided data."""
if not request.is_json:
return {"error": "Request must be JSON"}, 400
data = request.get_json()
summary_analysis = data.get('summary_analysis')
school_name = data.get('school_name', '山东单县一中') # Default value if not provided
if not summary_analysis:
return {"error": "summary_analysis is required"}, 400
# HTML template for the report
html_template = """
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<style>
body {
font-family: "SimHei", "Microsoft YaHei", sans-serif;
padding: 20px;
}
.title {
text-align: center;
font-size: 24px;
margin-bottom: 20px;
}
.subtitle {
text-align: center;
font-size: 18px;
color: #666;
margin-bottom: 30px;
}
.summary-section {
display: flex;
justify-content: space-between;
margin-bottom: 30px;
}
.summary-item {
margin: 10px 0;
}
.analysis-section {
margin-top: 20px;
}
.category-bar {
display: flex;
align-items: center;
margin: 10px 0;
}
.bar {
background-color: #e6f3ff;
height: 20px;
margin-right: 10px;
}
.stats {
color: #666;
}
</style>
</head>
<body>
<h1 class="title">模拟考分析报告</h1>
<div class="subtitle">Analysis of Examination</div>
<h2 class="title">{{ school_name }}</h2>
<div class="summary-section">
<div class="left-summary">
<div class="summary-item">总参考人数:</div>
<div class="summary-item">总平均分:</div>
<div class="summary-item">省内排名:</div>
</div>
<div class="right-summary">
<div class="summary-item">省内总人数:</div>
<div class="summary-item">省内平均分:</div>
<div class="summary-item">全国排名:</div>
</div>
</div>
<div class="analysis-section">
<h3>题目分析:</h3>
{% for category in summary_analysis %}
<div class="category-item">
<div>{{ category.category }}</div>
<div class="category-bar">
<div class="bar" style="width: {{ category.error_count * 2 }}px;"></div>
<span class="stats">
错误数{{ category.error_count }} / 总数{{ category.total_count }}
失分比{{ (1 - category.correct_rate) * 100 }}%
</span>
</div>
</div>
{% endfor %}
</div>
</body>
</html>
"""
# Create the HTML with the template
template = Template(html_template)
html_content = template.render(school_name=school_name, summary_analysis=summary_analysis)
# Generate PDF
html = HTML(string=html_content)
pdf_file = html.write_pdf()
if pdf_file is None:
return {"error": "Failed to generate PDF"}, 500
# Get the first tenant from database (similar to markdown_to_pdf.py)
tenant = Tenant.query.first()
if not tenant:
return {"error": "No tenant found"}, 400
tenant_id = tenant.id
# Generate filename
filename = f"analysis_report_{school_name}_{uuid.uuid4().hex[:8]}.pdf"
# Save the file using ToolFileManager
tool_file = ToolFileManager.create_file_by_raw(
user_id=None,
tenant_id=tenant_id,
conversation_id=None,
file_binary=pdf_file,
mimetype='application/pdf',
)
# Return the file info with URL
file_url = ToolFileManager.sign_file(tool_file.id, '.pdf')
return jsonify({'url': file_url, 'file_id': tool_file.id, 'file_name': filename, 'file_size': tool_file.size})
# Add API endpoints
api.add_resource(AnswersSummaryAnalysisApi, '/answers-summary-analysis') api.add_resource(AnswersSummaryAnalysisApi, '/answers-summary-analysis')
api.add_resource(GenerateAnalysisReportApi, '/generate-analysis-report')

211
api/poetry.lock generated
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@ -1118,7 +1118,7 @@ description = "Python CFFI bindings to the Brotli library"
optional = false optional = false
python-versions = ">=3.7" python-versions = ">=3.7"
groups = ["main"] groups = ["main"]
markers = "platform_python_implementation == \"PyPy\"" markers = "platform_python_implementation != \"CPython\""
files = [ files = [
{file = "brotlicffi-1.1.0.0-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9b7ae6bd1a3f0df532b6d67ff674099a96d22bc0948955cb338488c31bfb8851"}, {file = "brotlicffi-1.1.0.0-cp37-abi3-macosx_10_9_x86_64.whl", hash = "sha256:9b7ae6bd1a3f0df532b6d67ff674099a96d22bc0948955cb338488c31bfb8851"},
{file = "brotlicffi-1.1.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19ffc919fa4fc6ace69286e0a23b3789b4219058313cf9b45625016bf7ff996b"}, {file = "brotlicffi-1.1.0.0-cp37-abi3-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:19ffc919fa4fc6ace69286e0a23b3789b4219058313cf9b45625016bf7ff996b"},
@ -2099,6 +2099,26 @@ files = [
{file = "cssselect-1.2.0.tar.gz", hash = "sha256:666b19839cfaddb9ce9d36bfe4c969132c647b92fc9088c4e23f786b30f1b3dc"}, {file = "cssselect-1.2.0.tar.gz", hash = "sha256:666b19839cfaddb9ce9d36bfe4c969132c647b92fc9088c4e23f786b30f1b3dc"},
] ]
[[package]]
name = "cssselect2"
version = "0.8.0"
description = "CSS selectors for Python ElementTree"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "cssselect2-0.8.0-py3-none-any.whl", hash = "sha256:46fc70ebc41ced7a32cd42d58b1884d72ade23d21e5a4eaaf022401c13f0e76e"},
{file = "cssselect2-0.8.0.tar.gz", hash = "sha256:7674ffb954a3b46162392aee2a3a0aedb2e14ecf99fcc28644900f4e6e3e9d3a"},
]
[package.dependencies]
tinycss2 = "*"
webencodings = "*"
[package.extras]
doc = ["furo", "sphinx"]
test = ["pytest", "ruff"]
[[package]] [[package]]
name = "cycler" name = "cycler"
version = "0.12.1" version = "0.12.1"
@ -2897,7 +2917,7 @@ version = "4.55.3"
description = "Tools to manipulate font files" description = "Tools to manipulate font files"
optional = false optional = false
python-versions = ">=3.8" python-versions = ">=3.8"
groups = ["tools"] groups = ["main", "tools"]
files = [ files = [
{file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0"}, {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1dcc07934a2165ccdc3a5a608db56fb3c24b609658a5b340aee4ecf3ba679dc0"},
{file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f"}, {file = "fonttools-4.55.3-cp310-cp310-macosx_10_9_x86_64.whl", hash = "sha256:f7d66c15ba875432a2d2fb419523f5d3d347f91f48f57b8b08a2dfc3c39b8a3f"},
@ -2951,6 +2971,11 @@ files = [
{file = "fonttools-4.55.3.tar.gz", hash = "sha256:3983313c2a04d6cc1fe9251f8fc647754cf49a61dac6cb1e7249ae67afaafc45"}, {file = "fonttools-4.55.3.tar.gz", hash = "sha256:3983313c2a04d6cc1fe9251f8fc647754cf49a61dac6cb1e7249ae67afaafc45"},
] ]
[package.dependencies]
brotli = {version = ">=1.0.1", optional = true, markers = "platform_python_implementation == \"CPython\" and extra == \"woff\""}
brotlicffi = {version = ">=0.8.0", optional = true, markers = "platform_python_implementation != \"CPython\" and extra == \"woff\""}
zopfli = {version = ">=0.1.4", optional = true, markers = "extra == \"woff\""}
[package.extras] [package.extras]
all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"] all = ["brotli (>=1.0.1) ; platform_python_implementation == \"CPython\"", "brotlicffi (>=0.8.0) ; platform_python_implementation != \"CPython\"", "fs (>=2.2.0,<3)", "lxml (>=4.0)", "lz4 (>=1.7.4.2)", "matplotlib", "munkres ; platform_python_implementation == \"PyPy\"", "pycairo", "scipy ; platform_python_implementation != \"PyPy\"", "skia-pathops (>=0.5.0)", "sympy", "uharfbuzz (>=0.23.0)", "unicodedata2 (>=15.1.0) ; python_version <= \"3.12\"", "xattr ; sys_platform == \"darwin\"", "zopfli (>=0.1.4)"]
graphite = ["lz4 (>=1.7.4.2)"] graphite = ["lz4 (>=1.7.4.2)"]
@ -7909,6 +7934,22 @@ files = [
{file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"}, {file = "pydub-0.25.1.tar.gz", hash = "sha256:980a33ce9949cab2a569606b65674d748ecbca4f0796887fd6f46173a7b0d30f"},
] ]
[[package]]
name = "pydyf"
version = "0.11.0"
description = "A low-level PDF generator."
optional = false
python-versions = ">=3.8"
groups = ["main"]
files = [
{file = "pydyf-0.11.0-py3-none-any.whl", hash = "sha256:0aaf9e2ebbe786ec7a78ec3fbffa4cdcecde53fd6f563221d53c6bc1328848a3"},
{file = "pydyf-0.11.0.tar.gz", hash = "sha256:394dddf619cca9d0c55715e3c55ea121a9bf9cbc780cdc1201a2427917b86b64"},
]
[package.extras]
doc = ["sphinx", "sphinx_rtd_theme"]
test = ["pillow", "pytest", "ruff"]
[[package]] [[package]]
name = "pygments" name = "pygments"
version = "2.19.1" version = "2.19.1"
@ -8111,6 +8152,22 @@ files = [
{file = "pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce"}, {file = "pypdfium2-4.30.1.tar.gz", hash = "sha256:5f5c7c6d03598e107d974f66b220a49436aceb191da34cda5f692be098a814ce"},
] ]
[[package]]
name = "pyphen"
version = "0.17.2"
description = "Pure Python module to hyphenate text"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "pyphen-0.17.2-py3-none-any.whl", hash = "sha256:3a07fb017cb2341e1d9ff31b8634efb1ae4dc4b130468c7c39dd3d32e7c3affd"},
{file = "pyphen-0.17.2.tar.gz", hash = "sha256:f60647a9c9b30ec6c59910097af82bc5dd2d36576b918e44148d8b07ef3b4aa3"},
]
[package.extras]
doc = ["sphinx", "sphinx_rtd_theme"]
test = ["pytest", "ruff"]
[[package]] [[package]]
name = "pypika" name = "pypika"
version = "0.48.9" version = "0.48.9"
@ -10252,6 +10309,44 @@ requests = ">=2.26.0"
[package.extras] [package.extras]
blobfile = ["blobfile (>=2)"] blobfile = ["blobfile (>=2)"]
[[package]]
name = "tinycss2"
version = "1.4.0"
description = "A tiny CSS parser"
optional = false
python-versions = ">=3.8"
groups = ["main"]
files = [
{file = "tinycss2-1.4.0-py3-none-any.whl", hash = "sha256:3a49cf47b7675da0b15d0c6e1df8df4ebd96e9394bb905a5775adb0d884c5289"},
{file = "tinycss2-1.4.0.tar.gz", hash = "sha256:10c0972f6fc0fbee87c3edb76549357415e94548c1ae10ebccdea16fb404a9b7"},
]
[package.dependencies]
webencodings = ">=0.4"
[package.extras]
doc = ["sphinx", "sphinx_rtd_theme"]
test = ["pytest", "ruff"]
[[package]]
name = "tinyhtml5"
version = "2.0.0"
description = "HTML parser based on the WHATWG HTML specification"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "tinyhtml5-2.0.0-py3-none-any.whl", hash = "sha256:13683277c5b176d070f82d099d977194b7a1e26815b016114f581a74bbfbf47e"},
{file = "tinyhtml5-2.0.0.tar.gz", hash = "sha256:086f998833da24c300c414d9fe81d9b368fd04cb9d2596a008421cbc705fcfcc"},
]
[package.dependencies]
webencodings = ">=0.5.1"
[package.extras]
doc = ["sphinx", "sphinx_rtd_theme"]
test = ["pytest", "ruff"]
[[package]] [[package]]
name = "tinysegmenter" name = "tinysegmenter"
version = "0.3" version = "0.3"
@ -11173,6 +11268,32 @@ files = [
{file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"}, {file = "wcwidth-0.2.13.tar.gz", hash = "sha256:72ea0c06399eb286d978fdedb6923a9eb47e1c486ce63e9b4e64fc18303972b5"},
] ]
[[package]]
name = "weasyprint"
version = "65.1"
description = "The Awesome Document Factory"
optional = false
python-versions = ">=3.9"
groups = ["main"]
files = [
{file = "weasyprint-65.1-py3-none-any.whl", hash = "sha256:9baa54282dc86929f6b877034d06b0416e2a7cacb1af3f73d80960592fd0af89"},
{file = "weasyprint-65.1.tar.gz", hash = "sha256:120281bdbd42ffaa7d7e5cedbe3182a2cef36ea5ad97fe9f357e43be6a1e58ea"},
]
[package.dependencies]
cffi = ">=0.6"
cssselect2 = ">=0.8.0"
fonttools = {version = ">=4.0.0", extras = ["woff"]}
Pillow = ">=9.1.0"
pydyf = ">=0.11.0"
Pyphen = ">=0.9.1"
tinycss2 = ">=1.4.0"
tinyhtml5 = ">=2.0.0b1"
[package.extras]
doc = ["furo", "sphinx"]
test = ["pytest", "ruff"]
[[package]] [[package]]
name = "weaviate-client" name = "weaviate-client"
version = "3.21.0" version = "3.21.0"
@ -11774,6 +11895,90 @@ docs = ["Sphinx", "furo", "repoze.sphinx.autointerface"]
test = ["coverage[toml]", "zope.event", "zope.testing"] test = ["coverage[toml]", "zope.event", "zope.testing"]
testing = ["coverage[toml]", "zope.event", "zope.testing"] testing = ["coverage[toml]", "zope.event", "zope.testing"]
[[package]]
name = "zopfli"
version = "0.2.3.post1"
description = "Zopfli module for python"
optional = false
python-versions = ">=3.8"
groups = ["main"]
files = [
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]
[package.extras]
test = ["pytest"]
[[package]] [[package]]
name = "zstandard" name = "zstandard"
version = "0.23.0" version = "0.23.0"
@ -11890,4 +12095,4 @@ cffi = ["cffi (>=1.11)"]
[metadata] [metadata]
lock-version = "2.1" lock-version = "2.1"
python-versions = ">=3.11,<3.13" python-versions = ">=3.11,<3.13"
content-hash = "e53f37c1c9a25c6adec5ba9da8785356eef22c95ee6b896fef3afc8656a5a2fb" content-hash = "9bcc29ba1d7d3a53437a230fc21dbea4b35f81c46f660baad0c38c1f50cffb7e"

1
api/pyproject.toml
Unescape Escape View File

@ -111,6 +111,7 @@ zhipuai = "~2.1.5"
# Related transparent dependencies with pinned version # Related transparent dependencies with pinned version
# required by main implementations # required by main implementations
############################################################ ############################################################
weasyprint = "^65.1"
[tool.poetry.group.indirect.dependencies] [tool.poetry.group.indirect.dependencies]
kaleido = "0.2.1" kaleido = "0.2.1"
rank-bm25 = "~0.2.2" rank-bm25 = "~0.2.2"

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