From 2c94a74d4443eaa20e2ef9424ae8da63cbf71eda Mon Sep 17 00:00:00 2001 From: CJL6015 <1253368419@qq.com> Date: Sat, 29 Nov 2025 11:31:08 +0800 Subject: [PATCH] Update project configuration and add new dependencies - Added a new launch configuration for Flask debugging in .vscode/launch.json. - Updated requirements.txt with new dependencies. - Added compiled Python bytecode for PCA_Test.py in __pycache__. - Introduced a new MSSQL connection module with methods for executing queries and fetching results. - Implemented data retrieval functionality for historical values and model information. --- .idea/FlaskWebApi.iml | 6 +- .idea/misc.xml | 2 +- .idea/workspace.xml | 275 ++++++------------ .vscode/launch.json | 31 +++ PCA_Test.py | 53 +++- PCA_Train.py | 2 +- __pycache__/PCA_Test.cpython-310.pyc | Bin 7667 -> 7679 bytes __pycache__/PCA_Test.cpython-312.pyc | Bin 0 -> 14807 bytes __pycache__/PCA_Test_offline.cpython-310.pyc | Bin 7475 -> 7487 bytes __pycache__/config.cpython-310.pyc | Bin 233 -> 245 bytes __pycache__/recon.cpython-310.pyc | Bin 8489 -> 8501 bytes environment.yml | 276 ------------------- requirements.txt | Bin 476 -> 508 bytes 13 files changed, 172 insertions(+), 473 deletions(-) create mode 100644 .vscode/launch.json create mode 100644 __pycache__/PCA_Test.cpython-312.pyc delete mode 100644 environment.yml diff --git a/.idea/FlaskWebApi.iml b/.idea/FlaskWebApi.iml index 23be14f..126c967 100644 --- a/.idea/FlaskWebApi.iml +++ b/.idea/FlaskWebApi.iml @@ -1,10 +1,10 @@ - - + + - + diff --git a/.idea/misc.xml b/.idea/misc.xml index 7a5c067..de7816d 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,6 +1,6 @@ - + diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 8d26335..b237f1e 100644 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -1,16 +1,24 @@ + + - - - - - + + + @@ -35,12 +49,27 @@ - - - - - + + + - - - - - - - - - - - - - - + + + - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + C:\Users\Administrator\AppData\Roaming\Subversion @@ -238,6 +122,7 @@ @@ -273,6 +158,9 @@ + + @@ -657,7 +545,7 @@ @@ -995,4 +893,7 @@ + + + \ No newline at end of file diff --git a/.vscode/launch.json b/.vscode/launch.json new file mode 100644 index 0000000..dc25acd --- /dev/null +++ b/.vscode/launch.json @@ -0,0 +1,31 @@ +{ + // Use IntelliSense to learn about possible attributes. + // Hover to view descriptions of existing attributes. + // For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387 + "version": "0.2.0", + "configurations": [ + { + "name": "Python Debugger: Flask", + "type": "debugpy", + "request": "launch", + "module": "flask", + "env": { "FLASK_APP": "app.py", "FLASK_DEBUG": "1" }, + "args": ["run", "--no-debugger", "--no-reload"], + "jinja": true, + "autoStartBrowser": false + }, + { + "name": "Python Debugger: Flask", + "type": "debugpy", + "request": "launch", + "module": "flask", + "env": { + "FLASK_APP": "app.py", + "FLASK_DEBUG": "1" + }, + "args": ["run", "--no-debugger", "--no-reload"], + "jinja": true, + "autoStartBrowser": false + } + ] +} diff --git a/PCA_Test.py b/PCA_Test.py index 29ec88c..fde9b82 100644 --- a/PCA_Test.py +++ b/PCA_Test.py @@ -7,7 +7,7 @@ PCA source code import numpy as np import json -import pymssql +import pymysql import requests import config @@ -144,15 +144,58 @@ class MSSQL: self.conn.commit() self.conn.close() + +class MySQL: + def __init__(self, host, user, pwd, database): + self.host = host + self.user = user + self.pwd = pwd + self.db = database + + def __GetConnect(self): + """建立 MySQL 连接并返回 cursor""" + if not self.db: + raise NameError("没有设置数据库信息") + + self.conn = pymysql.connect( + host=self.host, + port=config._PORT, # MySQL 端口，例：3306 + user=self.user, + password=self.pwd, + database=self.db, + charset="utf8mb4", + cursorclass=pymysql.cursors.Cursor + ) + + cur = self.conn.cursor() + if not cur: + raise NameError("连接数据库失败") + + return cur + + def ExecQuery(self, sql): + """执行查询语句并返回结果 list(tuple)""" + cur = self.__GetConnect() + cur.execute(sql) + resList = cur.fetchall() + self.conn.close() + return resList + + def ExecNonQuery(self, sql): + """执行非查询语句""" + cur = self.__GetConnect() + cur.execute(sql) + self.conn.commit() + self.conn.close() def get_model_by_ID(model_id, version="v-test"): - ms = MSSQL(host=config._SQL_IP, user="root", pwd="123456", database="alert") - resList = ms.ExecQuery(f"SELECT Model_info FROM model_cfg where model_id={model_id}") + ms = MySQL(host=config._SQL_IP, user="root", pwd="powerSIS#123", database="alert") + resList = ms.ExecQuery(f"SELECT Model_info FROM model_cfg where id={model_id}") return json.loads(resList[0][0]) def get_model_by_id_and_version(model_id, version): - ms = MSSQL(host=config._SQL_IP, user="root", pwd="123456", database="alert") - resList = ms.ExecQuery(f"SELECT Model_info FROM model_version where model_id={model_id} and version='{version}'") + ms = MySQL(host=config._SQL_IP, user="root", pwd="powerSIS#123", database="alert") + resList = ms.ExecQuery(f"SELECT Model_info FROM model_version where id={model_id} and version='{version}'") return json.loads(resList[0][0]) def pca(model, Data_origin): diff --git a/PCA_Train.py b/PCA_Train.py index dea65b5..8edee1d 100644 --- a/PCA_Train.py +++ b/PCA_Train.py @@ -252,7 +252,7 @@ def clearmain(info): Eachsampletime["TerminalTime"] = timess[1] SamplingTimePeriods.append(Eachsampletime) Constraint = Constraint.replace("\n", " ") - url = f"http://{config._CLEAN_IP}/exawebapi/exatime/GetCleaningData?ItemsInfo=%s&SamplingTimePeriods=%s&Constraint=%s&SamplingPeriod=%s&DCount=%d" % ( + url = f"http://{config._CLEAN_IP}/api/exawebapi/exatime/GetCleaningData?ItemsInfo=%s&SamplingTimePeriods=%s&Constraint=%s&SamplingPeriod=%s&DCount=%d" % ( ItemsInfo, SamplingTimePeriods, Constraint, interval, DCount) response = requests.get(url) content = json.loads(response.text) diff --git a/__pycache__/PCA_Test.cpython-310.pyc b/__pycache__/PCA_Test.cpython-310.pyc index 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asn1crypto=0.22.0=py36h8e79faa_1 -- astroid=1.5.3=py36h9d85297_0 -- astropy=2.0.2=py36h06391c4_4 -- babel=2.5.0=py36h35444c1_0 -- backports=1.0=py36h81696a8_1 -- backports.shutil_get_terminal_size=1.0.0=py36h79ab834_2 -- beautifulsoup4=4.6.0=py36hd4cc5e8_1 -- bitarray=0.8.1=py36h6af124b_0 -- bkcharts=0.2=py36h7e685f7_0 -- blaze=0.11.3=py36h8a29ca5_0 -- bleach=2.0.0=py36h0a7e3d6_0 -- bokeh=0.12.10=py36h0be3b39_0 -- boto=2.48.0=py36h1a776d2_1 -- bottleneck=1.2.1=py36hd119dfa_0 -- bzip2=1.0.6=vc14hdec8e7a_1 -- ca-certificates=2017.08.26=h94faf87_0 -- cachecontrol=0.12.3=py36hfe50d7b_0 -- certifi=2017.7.27.1=py36h043bc9e_0 -- cffi=1.10.0=py36hae3d1b5_1 -- chardet=3.0.4=py36h420ce6e_1 -- click=6.7=py36hec8c647_0 -- cloudpickle=0.4.0=py36h639d8dc_0 -- clyent=1.2.2=py36hb10d595_1 -- colorama=0.3.9=py36h029ae33_0 -- comtypes=1.1.2=py36heb9b3d1_0 -- conda=4.3.30=py36h7e176b0_0 -- conda-build=3.0.27=py36h309a530_0 -- conda-env=2.6.0=h36134e3_1 -- conda-verify=2.0.0=py36h065de53_0 -- console_shortcut=0.1.1=h6bb2dd7_3 -- contextlib2=0.5.5=py36he5d52c0_0 -- cryptography=2.0.3=py36h123decb_1 -- curl=7.55.1=vc14hdaba4a4_3 -- cycler=0.10.0=py36h009560c_0 -- cython=0.26.1=py36h18049ac_0 -- cytoolz=0.8.2=py36h547e66e_0 -- dask=0.15.3=py36h396fcb9_0 -- dask-core=0.15.3=py36hd651449_0 -- datashape=0.5.4=py36h5770b85_0 -- decorator=4.1.2=py36he63a57b_0 -- distlib=0.2.5=py36h51371be_0 -- distributed=1.19.1=py36h8504682_0 -- docutils=0.14=py36h6012d8f_0 -- entrypoints=0.2.3=py36hfd66bb0_2 -- et_xmlfile=1.0.1=py36h3d2d736_0 -- fastcache=1.0.2=py36hffdae1b_0 -- filelock=2.0.12=py36hd7ddd41_0 -- flask=0.12.2=py36h98b5e8f_0 -- flask-cors=3.0.3=py36h8a3855d_0 -- freetype=2.8=vc14h17c9bdf_0 -- get_terminal_size=1.0.0=h38e98db_0 -- gevent=1.2.2=py36h342a76c_0 -- glob2=0.5=py36h11cc1bd_1 -- greenlet=0.4.12=py36ha00ad21_0 -- h5py=2.7.0=py36hfbe0a52_1 -- hdf5=1.10.1=vc14hb361328_0 -- heapdict=1.0.0=py36h21fa5f4_0 -- html5lib=0.999999999=py36ha09b1f3_0 -- icc_rt=2017.0.4=h97af966_0 -- icu=58.2=vc14hc45fdbb_0 -- idna=2.6=py36h148d497_1 -- imageio=2.2.0=py36had6c2d2_0 -- imagesize=0.7.1=py36he29f638_0 -- intel-openmp=2018.0.0=hcd89f80_7 -- ipykernel=4.6.1=py36hbb77b34_0 -- ipython=6.1.0=py36h236ecc8_1 -- ipython_genutils=0.2.0=py36h3c5d0ee_0 -- ipywidgets=7.0.0=py36h2e74ada_0 -- isort=4.2.15=py36h6198cc5_0 -- itsdangerous=0.24=py36hb6c5a24_1 -- jdcal=1.3=py36h64a5255_0 -- jedi=0.10.2=py36hed927a0_0 -- jinja2=2.9.6=py36h10aa3a0_1 -- jpeg=9b=vc14h4d7706e_1 -- jsonschema=2.6.0=py36h7636477_0 -- jupyter=1.0.0=py36h422fd7e_2 -- jupyter_client=5.1.0=py36h9902a9a_0 -- jupyter_console=5.2.0=py36h6d89b47_1 -- jupyter_core=4.3.0=py36h511e818_0 -- jupyterlab=0.27.0=py36h34cc53b_2 -- jupyterlab_launcher=0.4.0=py36h22c3ccf_0 -- lazy-object-proxy=1.3.1=py36hd1c21d2_0 -- libiconv=1.15=vc14h29686d3_5 -- libpng=1.6.32=vc14h5163883_3 -- libssh2=1.8.0=vc14hcf584a9_2 -- libtiff=4.0.8=vc14h04e2a1e_10 -- libxml2=2.9.4=vc14h8fd0f11_5 -- libxslt=1.1.29=vc14hf85b8d4_5 -- llvmlite=0.20.0=py36_0 -- locket=0.2.0=py36hfed976d_1 -- lockfile=0.12.2=py36h0468280_0 -- lxml=4.1.0=py36h0dcd83c_0 -- lzo=2.10=vc14h0a64fa6_1 -- markupsafe=1.0=py36h0e26971_1 -- matplotlib=2.1.0=py36h11b4b9c_0 -- mccabe=0.6.1=py36hb41005a_1 -- menuinst=1.4.10=py36h42196fb_0 -- mistune=0.7.4=py36h4874169_0 -- mkl=2018.0.0=h36b65af_4 -- mkl-service=1.1.2=py36h57e144c_4 -- mpmath=0.19=py36he326802_2 -- msgpack-python=0.4.8=py36h58b1e9d_0 -- multipledispatch=0.4.9=py36he44c36e_0 -- navigator-updater=0.1.0=py36h8a7b86b_0 -- nbconvert=5.3.1=py36h8dc0fde_0 -- nbformat=4.4.0=py36h3a5bc1b_0 -- networkx=2.0=py36hff991e3_0 -- nltk=3.2.4=py36hd0e0a39_0 -- nose=1.3.7=py36h1c3779e_2 -- notebook=5.0.0=py36hd9fbf6f_2 -- numba=0.35.0=np113py36_10 -- numexpr=2.6.2=py36h7ca04dc_1 -- numpy=1.13.3=py36ha320f96_0 -- numpydoc=0.7.0=py36ha25429e_0 -- odo=0.5.1=py36h7560279_0 -- olefile=0.44=py36h0a7bdd2_0 -- openpyxl=2.4.8=py36hf3b77f6_1 -- openssl=1.0.2l=vc14hcac20b0_2 -- packaging=16.8=py36ha0986f6_1 -- pandas=0.20.3=py36hce827b7_2 -- pandoc=1.19.2.1=hb2460c7_1 -- pandocfilters=1.4.2=py36h3ef6317_1 -- partd=0.3.8=py36hc8e763b_0 -- path.py=10.3.1=py36h3dd8b46_0 -- pathlib2=2.3.0=py36h7bfb78b_0 -- patsy=0.4.1=py36h42cefec_0 -- pep8=1.7.0=py36h0f3d67a_0 -- pickleshare=0.7.4=py36h9de030f_0 -- pillow=4.2.1=py36hdb25ab2_0 -- pip=9.0.1=py36hadba87b_3 -- pkginfo=1.4.1=py36hb0f9cfa_1 -- ply=3.10=py36h1211beb_0 -- progress=1.3=py36hbeca8d3_0 -- prompt_toolkit=1.0.15=py36h60b8f86_0 -- psutil=5.4.0=py36h4e662fb_0 -- py=1.4.34=py36ha4aca3a_1 -- pycodestyle=2.3.1=py36h7cc55cd_0 -- pycosat=0.6.2=py36hf17546d_1 -- pycparser=2.18=py36hd053e01_1 -- pycrypto=2.6.1=py36he68e6e2_1 -- pycurl=7.43.0=py36h086bf4c_3 -- pyflakes=1.6.0=py36h0b975d6_0 -- pygments=2.2.0=py36hb010967_0 -- pylint=1.7.4=py36ha4e6ded_0 -- pyodbc=4.0.17=py36h0006bc2_0 -- pyopenssl=17.2.0=py36h15ca2fc_0 -- pyparsing=2.2.0=py36h785a196_1 -- pyqt=5.6.0=py36hb5ed885_5 -- pysocks=1.6.7=py36h698d350_1 -- pytables=3.4.2=py36h71138e3_2 -- pytest=3.2.1=py36h753b05e_1 -- python=3.6.3=h9e2ca53_1 -- python-dateutil=2.6.1=py36h509ddcb_1 -- pytz=2017.2=py36h05d413f_1 -- pywavelets=0.5.2=py36hc649158_0 -- pywin32=221=py36h9c10281_0 -- pyyaml=3.12=py36h1d1928f_1 -- pyzmq=16.0.2=py36h38c27d9_2 -- qt=5.6.2=vc14h6f8c307_12 -- qtawesome=0.4.4=py36h5aa48f6_0 -- qtconsole=4.3.1=py36h99a29a9_0 -- qtpy=1.3.1=py36hb8717c5_0 -- requests=2.18.4=py36h4371aae_1 -- rope=0.10.5=py36hcaf5641_0 -- ruamel_yaml=0.11.14=py36h9b16331_2 -- scikit-image=0.13.0=py36h6dffa3f_1 -- scikit-learn=0.19.1=py36h53aea1b_0 -- scipy=0.19.1=py36h7565378_3 -- seaborn=0.8.0=py36h62cb67c_0 -- setuptools=36.5.0=py36h65f9e6e_0 -- simplegeneric=0.8.1=py36heab741f_0 -- singledispatch=3.4.0.3=py36h17d0c80_0 -- sip=4.18.1=py36h9c25514_2 -- six=1.11.0=py36h4db2310_1 -- snowballstemmer=1.2.1=py36h763602f_0 -- sortedcollections=0.5.3=py36hbefa0ab_0 -- sortedcontainers=1.5.7=py36ha90ac20_0 -- sphinx=1.6.3=py36h9bb690b_0 -- sphinxcontrib=1.0=py36hbbac3d2_1 -- sphinxcontrib-websupport=1.0.1=py36hb5e5916_1 -- spyder=3.2.4=py36h8845eaa_0 -- sqlalchemy=1.1.13=py36h5948d12_0 -- sqlite=3.20.1=vc14h7ce8c62_1 -- statsmodels=0.8.0=py36h6189b4c_0 -- sympy=1.1.1=py36h96708e0_0 -- tblib=1.3.2=py36h30f5020_0 -- testpath=0.3.1=py36h2698cfe_0 -- tk=8.6.7=vc14hb68737d_1 -- toolz=0.8.2=py36he152a52_0 -- tornado=4.5.2=py36h57f6048_0 -- traitlets=4.3.2=py36h096827d_0 -- typing=3.6.2=py36hb035bda_0 -- unicodecsv=0.14.1=py36h6450c06_0 -- urllib3=1.22=py36h276f60a_0 -- vc=14=h2379b0c_2 -- vs2015_runtime=14.0.25123=hd4c4e62_2 -- wcwidth=0.1.7=py36h3d5aa90_0 -- webencodings=0.5.1=py36h67c50ae_1 -- werkzeug=0.12.2=py36h866a736_0 -- wheel=0.29.0=py36h6ce6cde_1 -- widgetsnbextension=3.0.2=py36h364476f_1 -- win_inet_pton=1.0.1=py36he67d7fd_1 -- win_unicode_console=0.5=py36hcdbd4b5_0 -- wincertstore=0.2=py36h7fe50ca_0 -- wrapt=1.10.11=py36he5f5981_0 -- xlrd=1.1.0=py36h1cb58dc_1 -- xlsxwriter=1.0.2=py36hf723b7d_0 -- xlwings=0.11.4=py36hd3cf94d_0 -- xlwt=1.3.0=py36h1a4751e_0 -- yaml=0.1.7=vc14hb31d195_1 -- zict=0.1.3=py36h2d8e73e_0 -- zlib=1.2.11=vc14h1cdd9ab_1 -- pytorch=1.6.0=py3.6_cpu_0 -- pip: - - absl-py==0.9.0 - - altgraph==0.17 - - astor==0.8.1 - - backports.shutil-get-terminal-size==1.0.0 - - coolprop==6.4.1 - - docopt==0.6.2 - - et-xmlfile==1.0.1 - - future==0.18.2 - - gast==0.3.3 - - google-pasta==0.2.0 - - grpcio==1.30.0 - - imbalanced-learn==0.7.0 - - imblearn==0.0 - - importlib-metadata==1.7.0 - - ipython-genutils==0.2.0 - - jenkspy==0.1.5 - - joblib==0.16.0 - - jupyter-client==5.1.0 - - jupyter-console==5.2.0 - - jupyter-core==4.3.0 - - jupyterlab-launcher==0.4.0 - - keras==2.4.3 - - keras-applications==1.0.8 - - keras-preprocessing==1.1.2 - - markdown==3.2.2 - - mdp==3.6 - - model-performance==0.0.2 - - pefile==2019.4.18 - - pipreqs==0.4.11 - - prompt-toolkit==1.0.15 - - protobuf==3.12.4 - - pyexecjs==1.5.1 - - pyinstaller==4.2 - - pyinstaller-hooks-contrib==2020.11 - - pymssql==2.1.4 - - pywin32-ctypes==0.2.0 - - ruamel-yaml==0.11.14 - - smote==0.1 - - tables==3.4.2 - - tensorboard==1.14.0 - - tensorflow==1.14.0 - - tensorflow-estimator==1.14.0 - - termcolor==1.1.0 - - threadpoolctl==2.1.0 - - torch==1.6.0 - - win-inet-pton==1.0.1 - - win-unicode-console==0.5 - - yarg==0.1.9 - - zipp==3.1.0 -prefix: C:\ProgramData\Anaconda3 - diff --git a/requirements.txt b/requirements.txt index e14ed3f17a0e8b0167a25dd7f8aba1981ab9189a..476659f9dd9c9b03f831e49af2651bb75c836096 100644 GIT binary patch delta 40 qcmcb^{D*nN9YzIS1}=sIhDwH9ATDMoWXNHtW3Xi~WY7a+BL)E4=m>29 delta 7 Ocmeyve200%9Yz2T9s_Iu