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HuangHai 4 months ago
parent 329d5cacd7
commit 693e2cf2fd
5 changed files with 514 additions and 11 deletions
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BIN
AI/Text2Sql/Model/__pycache__/biModel.cpython-310.pyc
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25
AI/Text2Sql/Model/biModel.py
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@ -138,35 +138,38 @@ async def get_column_names(db: asyncpg.Connection, sql: str):
return column_names
else:
return []
def generate_columns(data):
"""
根据数据生成 category_columns_str 和 value_column_str
:param data: 数据集（列表字典格式，例如：[{"行政区划": "北京", "学校": "清华附中", "课程数量": 100}, ...]）
:param data: 数据集（列表字典格式，例如：[{"行政区划名": "二道区", "学校名称": "清华附中", "课程数量": 100}, ...]）
:return: (category_columns_str, value_column_str)
"""
# 获取所有字段名
columns = list(data[0].keys()) if data else []
# 1. 有行政区划+学校两个字段的
if any("行政区划" in col for col in columns) and any("学校" in col for col in columns):
category_columns_str = "行政区划,学校"
# 1. 有行政区划名+学校名称两个字段的
if "行政区划名" in columns and "学校名称" in columns:
category_columns_str = "行政区划名,学校名称"
elif "行政区划" in columns and "学校名称" in columns:
category_columns_str = "行政区划,学校名称"
# 2. 有学段+科目的
elif any("学段" in col for col in columns) and any("科目" in col for col in columns):
elif "学段" in columns and "科目" in columns:
category_columns_str = "学段,科目"
# 3. 只有行政区的
elif any("行政区划" in col for col in columns):
category_columns_str = "行政区划"
# 3. 只有行政区划名的
elif "行政区划名" in columns:
category_columns_str = "行政区划名"
# 4. 只有学段的
elif any("学段" in col for col in columns):
elif "学段" in columns:
category_columns_str = "学段"
# 5. 上面都不是的，用第一个字段记录
else:
category_columns_str = columns[0] if columns else ""
# 6. Y轴一般的常见词是：课程数量，数量，如果都没有，用最后一个字段记录
if any("课程数量" in col for col in columns):
if "课程数量" in columns:
value_column_str = "课程数量"
elif any("数量" in col for col in columns):
elif "数量" in columns:
value_column_str = "数量"
else:
value_column_str = columns[-1] if columns else ""

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@ -0,0 +1,500 @@
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