第一次提交：完成数据读入 + 拼接

.gitignore

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+# 唐超添加
+/.idea
+*.rar
+*.docx
+/2022neimengdata
+
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

merge_data.py

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+import numpy as np
+import pandas as pd
+import os
+from sklearn import datasets, linear_model
+import argparse
+
+
+class GasAnalyzer():
+    def __init__(self, folderPath):
+        self.folderPath = folderPath
+
+    def read_data(self):
+        path_list = os.listdir(self.folderPath)
+        self.validFiles = []
+        for filename in path_list:
+            if os.path.splitext(filename)[1] == '.txt':
+                self.validFiles.append(filename)
+
+        # 这两个循环可以合并优化，但不确定是否可以提高性能
+        names = locals()
+        self.rowCountsBackup = []
+        for i, filename in enumerate(self.validFiles):
+            names[f'df_{i}'] = pd.read_csv(self.folderPath + "\\" + filename, skiprows=1, sep=',')
+            self.rowCountsBackup.append(names[f'df_{i}'].shape[0])
+
+        for x in range(len(self.rowCountsBackup)):
+            if(x==0):
+                self.df_total = names[f'df_{0}']
+            else:
+                self.df_total = pd.concat([self.df_total, names[f'df_{x}']])
+
+        if(sum(self.rowCountsBackup) != self.df_total.shape[0]):
+            print("拼接气体分析仪数据失败！拼接前后行数不一致！")
+            return 1
+
+        return 0
+
+    def write_data(self):
+        a = 1
+
+    def merge_data(self, MeteorologicalStation):
+        a = 1
+
+
+class MeteorologicalStation():
+    def __init__(self, folderPath):
+        self.folderPath = folderPath
+
+    def read_data(self):
+        path_list = os.listdir(self.folderPath)
+        self.validFiles = []
+        for filename in path_list:
+            if os.path.splitext(filename)[1] == '.dat':
+                self.validFiles.append(filename)
+
+        # 这两个循环可以合并优化，但不确定是否可以提高性能
+        names = locals()
+        self.rowCountsBackup = []
+        for i, filename in enumerate(self.validFiles):
+            names[f'df_{i}'] = pd.read_csv(self.folderPath + "\\" + filename, header=None, sep=',')
+            self.rowCountsBackup.append(names[f'df_{i}'].shape[0])
+
+        for x in range(len(self.rowCountsBackup)):
+            if(x==0):
+                self.df_total = names[f'df_{0}']
+            else:
+                self.df_total = pd.concat([self.df_total, names[f'df_{x}']])
+
+        if(sum(self.rowCountsBackup) != self.df_total.shape[0]):
+            print("拼接气体分析仪数据失败！拼接前后行数不一致！")
+            return 1
+
+        return 0
+
+
+if __name__ == "__main__":
+    # parser = argparse.ArgumentParser()
+    # parser.add_argument("csv_path", help="Path of csv file which contains wavelength.")
+    # parser.add_argument("start_row", help="Start row of coning 410 sensor.")
+    # args = parser.parse_args()
+
+    # row_bin1, wave_bin1, row_bin2, wave_bin2 = read_data(args.csv_path, int(args.start_row))
+
+    GasAnalyzer_folderPath = r"D:\PycharmProjects\weatherInstrument\2022neimengdata\气体分析仪\2022-08-13"
+
+    MeteorologicalStation_folderPath = r"D:\PycharmProjects\weatherInstrument\2022neimengdata\气象站\2022_08_13"
+
+    tmp1 = GasAnalyzer(GasAnalyzer_folderPath)
+    tmp1.read_data()
+
+    tmp2 = MeteorologicalStation(MeteorologicalStation_folderPath)
+    tmp2.read_data()
+
+    print("completed!!")