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addereq(地震前兆数据自动分析框架)

一个用于从地震系统Oracle数据库中便捷读取数据并批量绘图的工具包。

主要功能

从地震系统的Oracle前兆数据库中提取数据,生成可视化图形,并无缝集成各种地球物理分析方法,以便实现自动化操作。

新增功能

完整变更记录见 CHANGELOG.md。

安装

  1. Python环境安装

建议安装Anaconda或者Miniconda,Anaconda安装参考官网链接,Miniconda安装参考官网链接,入门建议安装Anaconda,不需要太多配置,开箱即用。

  1. addereq包安装

当前版本已将 Oracle 驱动切换为 oracledb。为了兼容旧版 Oracle 10g,请使用 Thick 模式,并提前安装 Oracle Instant Client。

pip install oracledb

安装好Python环境后,执行以下命令安装addereq。

pip install addereq

如需使用 scripts/report.py 中的 Word / PowerPoint 报告生成功能,再额外安装报告依赖:

pip install "addereq[report]"

安装 Oracle 即时客户端

下载以及安装参见 Oracle Instant Client 官网链接

数据库配置文件

需要将常用的数据库配置到default.conf文件中,该文件可以存放在和脚本相同目录中,也可以存放在系统用户目录中,建议存放在系统用户目录中,目录需为~/.adder/default.conf。 旧版 default.conf 配置保持兼容,最小配置仍然是:

[db1]
HOST = 192.168.181.12
PORT = 1521
USERNAME = test
PASSWORD = test
TNSNAME = pdbqz

建议将常用数据库全部配置进去,一劳永逸。

如需显式指定 Thick 模式使用的 Oracle Client,可额外增加可选项:

ORACLE_CLIENT_LIB_DIR = C:\oracle\instantclient_11_2
ORACLE_CONFIG_DIR = C:\oracle\instantclient_11_2\network\admin
  • ORACLE_CLIENT_LIB_DIR:可选,Oracle Instant Client 目录。连接 Oracle 10g 时,如果系统环境中找不到客户端库,再显式配置它。
  • ORACLE_CONFIG_DIR:可选,tnsnames.ora 所在目录。只有在你的 TNSNAME 依赖本地 TNS 别名解析时才需要。
  • 如果当前连接本来就是基于 HOST + PORT + TNSNAME 直连,并且系统已能找到 Oracle Client,那么这两个字段都可以不写。
  • 也就是说,不指定 tnsnames.ora 不是问题;只有依赖本地 TNS 别名解析时才需要它。

主要模块功能说明

fetching 模块

该模块为数据下载模块,可以提供快速批量的数据下载功能。

  1. 连接数据库

参数只需要输入default.conf文件中配置的数据库名称即可。

from addereq import fetching as tsf
conn = tsf.conn_to_Oracle('db1')
  1. 数据下载
from addereq import fetching as tsf
df = tsf.fetching_data(conn, '20230416', '20230416', '地电场', '北京', '分钟值', '原始库', gzip_flag=False)

plotting 模块

该模块为批量绘图模块,提供类MapSIS的功能,可以批量绘制多个台站或者多个测向的曲线。df变量中可以包含多个台站、多个测向的数据,可以一次性批量绘制,输出文件名自动生成。

  1. 按台站绘图
from addereq import plotting as tsp
tsp.plot_by_stations(df, conn)
  1. 按测向代码绘图
from addereq import plotting as tsp
tsp.plot_by_items(df, conn)
  1. 离线绘图(先缓存元数据,再断网使用)
from addereq import fetching as tsf
from addereq import plotting as tsp

# 第一次在可连库环境执行,刷新本地缓存
conn = tsf.conn_to_Oracle('db1')
tsf.refresh_metadata_cache(conn)

# 之后即使数据库断开,也可以只依赖本地数据和本地缓存绘图
tsp.plot_by_stations(df, None)

# 也可以显式指定缓存目录
tsp.plot_by_items(df, None, metadata_dir='D:/adder_metadata_cache')

默认缓存目录为 ~/.adder/metadata_cache,其中会保存台站、测点、测项、方法、台站测项关联等字典表。离线绘图时,标题、单位、台站名称、经纬度等信息都会优先从本地缓存读取。

When a database connection is provided, metadata cache files are isolated by the default.conf database section name. For example, conn_to_Oracle('DB12') writes and reads ~/.adder/metadata_cache/DB12/*.parquet, while conn_to_Oracle('ctm') uses ~/.adder/metadata_cache/ctm/*.parquet. This prevents station, point, item, and station-item dictionaries from different Oracle databases from overwriting or shadowing each other. Offline plotting with conn=None continues to read the cache directory specified by metadata_dir or the root ~/.adder/metadata_cache directory. 4. demo 脚本

python tests/simple_plot_demo.py

该脚本基于 tests/simple_plot.py 改写,增加了缓存刷新和离线绘图演示。

export 模块 (QZAD 行业标准格式)

该模块提供统一的 QZAD (Qianzhao Arrow Data) 格式导出功能,基于 Apache Arrow 开发,自动嵌入台站、测项等元数据。

  1. 转换为 QZAD 对象 (获取包含元数据的 Arrow Table)
from addereq import fetching as tsf

# 获取数据
df = tsf.fetching_data(conn, '20230416', '20230416', '地电场', '北京', '分钟值', '原始库')

# 转换为包含完整元信息的 QZAD 对象 (Arrow Table)
qzad_table = tsf.DataFetcher.to_qzad(conn, df, sampling_rate=60)
  1. 一键导出为 QZAD 文件 (自动从数据库关联元数据)
from addereq import fetching as tsf

# 获取数据
df = tsf.fetching_data(...)

# 一键导出:自动抓取台站、测项、经纬度等元数据并打包
tsf.DataFetcher.export_qzad(conn, df, "data_output.qzad", sampling_rate=60)
  1. 加载 QZAD 数据并恢复时间序列
import pandas as pd

# 读取 QZAD 文件并恢复为以时间为索引的 DataFrame
df = pd.read_parquet("data_output.qzad")
df.set_index('STARTDATE', inplace=True)
df.sort_index(inplace=True)

联系作者

chd_wql@qq.com

Release files for addereq 1.4.4

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Built distributions (wheels)

Table of built distributions (wheels) for addereq 1.4.4
File
addereq-1.4.4-cp313-cp313-win_amd64.whl CPython 3.13 CPython 3.13 Windows x86-64 Details
addereq-1.4.4-cp313-cp313-win32.whl CPython 3.13 CPython 3.13 Windows x86-32 Details
addereq-1.4.4-cp313-cp313-musllinux_1_2_x86_64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp313-cp313-musllinux_1_2_i686.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp313-cp313-musllinux_1_2_aarch64.whl CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
addereq-1.4.4-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.13 CPython 3.13 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
addereq-1.4.4-cp313-cp313-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.13 CPython 3.13 Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 Details
addereq-1.4.4-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
addereq-1.4.4-cp312-cp312-win32.whl CPython 3.12 CPython 3.12 Windows x86-32 Details
addereq-1.4.4-cp312-cp312-musllinux_1_2_x86_64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp312-cp312-musllinux_1_2_i686.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp312-cp312-musllinux_1_2_aarch64.whl CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
addereq-1.4.4-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
addereq-1.4.4-cp312-cp312-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.12 CPython 3.12 Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 Details
addereq-1.4.4-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
addereq-1.4.4-cp311-cp311-win32.whl CPython 3.11 CPython 3.11 Windows x86-32 Details
addereq-1.4.4-cp311-cp311-musllinux_1_2_x86_64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp311-cp311-musllinux_1_2_i686.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp311-cp311-musllinux_1_2_aarch64.whl CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64 Details
addereq-1.4.4-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
addereq-1.4.4-cp311-cp311-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.11 CPython 3.11 Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 Details
addereq-1.4.4-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
addereq-1.4.4-cp310-cp310-win32.whl CPython 3.10 CPython 3.10 Windows x86-32 Details
addereq-1.4.4-cp310-cp310-musllinux_1_2_x86_64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp310-cp310-musllinux_1_2_i686.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp310-cp310-musllinux_1_2_aarch64.whl CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
addereq-1.4.4-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
addereq-1.4.4-cp310-cp310-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-32, Linux glibc 2.5+ x86-32 Details
addereq-1.4.4-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
addereq-1.4.4-cp39-cp39-win32.whl CPython 3.9 CPython 3.9 Windows x86-32 Details
addereq-1.4.4-cp39-cp39-musllinux_1_2_x86_64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp39-cp39-musllinux_1_2_i686.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp39-cp39-musllinux_1_2_aarch64.whl CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
addereq-1.4.4-cp39-cp39-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64 Details
addereq-1.4.4-cp39-cp39-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-32, Linux glibc 2.5+ x86-32 Details
addereq-1.4.4-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
addereq-1.4.4-cp38-cp38-win32.whl CPython 3.8 CPython 3.8 Windows x86-32 Details
addereq-1.4.4-cp38-cp38-musllinux_1_2_x86_64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-64 Details
addereq-1.4.4-cp38-cp38-musllinux_1_2_i686.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ x86-32 Details
addereq-1.4.4-cp38-cp38-musllinux_1_2_aarch64.whl CPython 3.8 CPython 3.8 Linux musl 1.2+ ARM64 Details
addereq-1.4.4-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64 Details
addereq-1.4.4-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64 Details
addereq-1.4.4-cp38-cp38-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl CPython 3.8 CPython 3.8 Linux glibc 2.5+ x86-32, Linux glibc 2.28+ x86-32 Details

Total release size: 114.9 MB

Release files / addereq-1.4.4-cp313-cp313-win_amd64.whl

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Release files / addereq-1.4.4-cp38-cp38-win32.whl

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Release files / addereq-1.4.4-cp38-cp38-musllinux_1_2_x86_64.whl

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Release files / addereq-1.4.4-cp38-cp38-musllinux_1_2_i686.whl

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Release files / addereq-1.4.4-cp38-cp38-musllinux_1_2_aarch64.whl

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Release files / addereq-1.4.4-cp38-cp38-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / addereq-1.4.4-cp38-cp38-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Release files / addereq-1.4.4-cp38-cp38-manylinux1_i686.manylinux_2_28_i686.manylinux_2_5_i686.whl

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