Initial commit.

.gitignore

@@ -0,0 +1,142 @@
+# ---> Python
+# 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
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow
+__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/
+
+# Secrets
+.creds*

make_import.py

@@ -0,0 +1,98 @@
+import csv
+import pandas as pd
+
+
+#################
+# statistics_meta 
+#################
+
+statistics_meta_archive_file = "statistics_meta.csv"
+statistics_meta_export_file = "statistics_meta-export.csv"
+
+# read in current export, and the archive
+meta_df = pd.read_csv(statistics_meta_export_file)
+meta_archive_df = pd.read_csv(statistics_meta_archive_file)
+
+# find the id's and the unique statistics from each
+meta_df = meta_df[['id','statistic_id']]
+meta_archive_df = meta_archive_df[['id','statistic_id']]
+
+# only keeping statistics from the current system, 
+# form a lookup dictionary so the archive can be corrected
+# using id from the current system export.
+meta_lookup = meta_df.merge(meta_archive_df, on=['statistic_id'], how='left', indicator=True)
+meta_lookup.set_index('id_x').to_csv("meta_merge.csv")
+meta_lookup = meta_lookup[['id_y','id_x']]
+meta_lookup = meta_lookup.T.to_dict('records')[0]
+
+
+############
+# statistics 
+############
+
+statistics_archive_file = "statistics.csv"
+statistics_export_file = "statistics-export.csv"
+statistics_import_file = "statistics-import.csv"
+
+statistics_df = pd.read_csv(statistics_export_file, index_col='id')
+statistics_archive_df = pd.read_csv(statistics_archive_file, index_col='id')
+
+# make unique indexes
+statistics_max_id = statistics_df.last_valid_index()
+statistics_df.reset_index(inplace=True)
+statistics_df['id'] += statistics_max_id
+statistics_df.set_index('id',drop=True,inplace=True)
+
+# find any duplicates where tuple (start_ts,metadata_id)
+# exist in export and archive, drop the archive
+# read in current export, and the archive
+print(statistics_df.info())
+statistics_df['unique_tuple'] = statistics_df.apply(lambda row: (row['start_ts'],row['metadata_id']), axis=1) 
+statistics_archive_df['unique_tuple'] = statistics_archive_df.apply(lambda row: (row['start_ts'],row['metadata_id']), axis=1) 
+statistics_df_copy = statistics_df.copy()
+statistics_df_copy = statistics_df_copy[['start_ts','metadata_id','unique_tuple']]
+statistics_archive_df = statistics_archive_df[['start_ts','metadata_id','unique_tuple']]
+unique_lookup = statistics_df_copy.merge(statistics_archive_df, on=['unique_tuple'], how='left', indicator=True)
+unique_lookup = unique_lookup[unique_lookup['_merge']=="both"]
+unique_lookup.to_csv("unique_merge.csv")
+unique_tuples = unique_lookup['unique_tuple']
+statistics_df = statistics_df[~statistics_df['unique_tuple'].isin(unique_tuples)]
+statistics_df.drop(columns='unique_tuple',inplace=True) 
+print(statistics_df.info())
+
+
+# drop any statistics not in the existing systems metadata
+statistics_df = statistics_df[statistics_df['metadata_id'].isin(meta_lookup.keys())]
+
+# correct the meta column
+statistics_df.replace({'metadata_id': meta_lookup}, inplace=True)
+
+#######################
+# statistics_short_term 
+#######################
+
+statistics_short_term_archive_file = "statistics_short_term.csv"
+statistics_short_term_export_file = "statistics_short_term-export.csv"
+statistics_short_term_import_file = "statistics_short_term-import.csv"
+
+statistics_short_term_df = pd.read_csv(statistics_short_term_export_file, index_col='id')
+
+# OBEY UNIQUE HERE TOO!!!!!
+
+
+# drop any statistics not in the existing systems metadata
+statistics_short_term_df = statistics_short_term_df[statistics_short_term_df['metadata_id'].isin(meta_lookup.keys())]
+
+# correct the meta column
+statistics_short_term_df.replace({'metadata_id': meta_lookup}, inplace=True)
+
+
+
+###########################
+# write files for importing
+###########################
+
+statistics_df.to_csv(statistics_import_file)
+statistics_short_term_df.to_csv(statistics_short_term_import_file)
+
+

meta_merge.csv

@@ -0,0 +1,68 @@
+id_x,statistic_id,id_y,_merge
+1,sensor.freebsd_router_kib_s_received,2,both
+2,sensor.freebsd_router_kib_s_sent,3,both
+3,sensor.disk_use_percent_config,134,both
+4,sensor.disk_use,135,both
+5,sensor.disk_free,136,both
+6,sensor.memory_use_percent,137,both
+7,sensor.memory_use,138,both
+8,sensor.memory_free,139,both
+9,sensor.swap_use_percent,140,both
+10,sensor.swap_use,141,both
+11,sensor.swap_free,142,both
+12,sensor.load_1m,143,both
+13,sensor.load_5m,144,both
+14,sensor.load_15m,145,both
+15,sensor.network_in_enp0s18,151,both
+16,sensor.network_out_enp0s18,152,both
+17,sensor.network_throughput_in_enp0s18,153,both
+18,sensor.network_throughput_out_enp0s18,154,both
+19,sensor.packets_in_enp0s18,155,both
+20,sensor.packets_out_enp0s18,156,both
+21,sensor.processor_use,146,both
+22,sensor.hvac_cooling_time_yesterday,55,both
+23,sensor.sump_pump_run_counter_today,45,both
+24,sensor.hvac_cooling_time_today,54,both
+25,sensor.hvac_heating_time_yesterday,59,both
+26,sensor.sump_pump_run_counter_yesterday,44,both
+27,sensor.hvac_heating_time_today,58,both
+28,sensor.total_panel_power,35,both
+29,sensor.total_panel_energy,36,both
+30,sensor.total_electric_consumption_cost,41,both
+31,sensor.total_electric_consumption,40,both
+32,sensor.service_leg_02_power,24,both
+33,sensor.service_leg_02_energy,25,both
+34,sensor.service_leg_02_energy_returned,26,both
+35,sensor.service_leg_02_voltage,27,both
+36,sensor.service_leg_01_power,28,both
+37,sensor.service_leg_01_energy,29,both
+38,sensor.service_leg_01_energy_returned,30,both
+39,sensor.service_leg_01_voltage,31,both
+40,sensor.qq8j_battery,56,both
+41,sensor.qq8j_temperature,57,both
+42,sensor.my_ecobee_current_temperature,52,both
+43,sensor.my_ecobee_current_humidity,53,both
+44,sensor.tasmota_signal,13,both
+45,sensor.tasmota_energy_total,5,both
+46,sensor.tasmota_energy_today,6,both
+47,sensor.tasmota_energy_power,7,both
+48,sensor.tasmota_energy_apparentpower,8,both
+49,sensor.tasmota_energy_reactivepower,9,both
+50,sensor.tasmota_energy_factor,10,both
+51,sensor.tasmota_energy_voltage,11,both
+52,sensor.tasmota_energy_current,12,both
+53,sensor.tasmota_signal_2,22,both
+54,sensor.tasmota_energy_total_2,14,both
+55,sensor.tasmota_energy_today_2,15,both
+56,sensor.tasmota_energy_power_2,16,both
+57,sensor.tasmota_energy_apparentpower_2,17,both
+58,sensor.tasmota_energy_reactivepower_2,18,both
+59,sensor.tasmota_energy_factor_2,19,both
+60,sensor.tasmota_energy_voltage_2,20,both
+61,sensor.tasmota_energy_current_2,21,both
+62,sensor.backdoor_light_power,46,both
+63,sensor.backdoor_light_voltage,50,both
+64,sensor.backdoor_light_current,51,both
+65,sensor.backdoor_light_energy,47,both
+66,sensor.backdoor_light_device_temperature,48,both
+67,sensor.shelly1pm_backlight_rssi,49,both

statistics_meta-export.csv

@@ -0,0 +1,68 @@
+id,statistic_id,source,unit_of_measurement,has_mean,has_sum,name
+1,sensor.freebsd_router_kib_s_received,recorder,KiB/s,True,False,
+2,sensor.freebsd_router_kib_s_sent,recorder,KiB/s,True,False,
+3,sensor.disk_use_percent_config,recorder,%,True,False,
+4,sensor.disk_use,recorder,GiB,True,False,
+5,sensor.disk_free,recorder,GiB,True,False,
+6,sensor.memory_use_percent,recorder,%,True,False,
+7,sensor.memory_use,recorder,MiB,True,False,
+8,sensor.memory_free,recorder,MiB,True,False,
+9,sensor.swap_use_percent,recorder,%,True,False,
+10,sensor.swap_use,recorder,MiB,True,False,
+11,sensor.swap_free,recorder,MiB,True,False,
+12,sensor.load_1m,recorder,,True,False,
+13,sensor.load_5m,recorder,,True,False,
+14,sensor.load_15m,recorder,,True,False,
+15,sensor.network_in_enp0s18,recorder,MiB,False,True,
+16,sensor.network_out_enp0s18,recorder,MiB,False,True,
+17,sensor.network_throughput_in_enp0s18,recorder,MB/s,True,False,
+18,sensor.network_throughput_out_enp0s18,recorder,MB/s,True,False,
+19,sensor.packets_in_enp0s18,recorder,,False,True,
+20,sensor.packets_out_enp0s18,recorder,,False,True,
+21,sensor.processor_use,recorder,%,True,False,
+22,sensor.hvac_cooling_time_yesterday,recorder,h,True,False,
+23,sensor.sump_pump_run_counter_today,recorder,,True,False,
+24,sensor.hvac_cooling_time_today,recorder,h,True,False,
+25,sensor.hvac_heating_time_yesterday,recorder,h,True,False,
+26,sensor.sump_pump_run_counter_yesterday,recorder,,True,False,
+27,sensor.hvac_heating_time_today,recorder,h,True,False,
+28,sensor.total_panel_power,recorder,W,True,False,
+29,sensor.total_panel_energy,recorder,kWh,True,False,
+30,sensor.total_electric_consumption_cost,recorder,USD,False,True,
+31,sensor.total_electric_consumption,recorder,kWh,False,True,
+32,sensor.service_leg_02_power,recorder,W,True,False,
+33,sensor.service_leg_02_energy,recorder,kWh,False,True,
+34,sensor.service_leg_02_energy_returned,recorder,kWh,False,True,
+35,sensor.service_leg_02_voltage,recorder,V,True,False,
+36,sensor.service_leg_01_power,recorder,W,True,False,
+37,sensor.service_leg_01_energy,recorder,kWh,False,True,
+38,sensor.service_leg_01_energy_returned,recorder,kWh,False,True,
+39,sensor.service_leg_01_voltage,recorder,V,True,False,
+40,sensor.qq8j_battery,recorder,%,True,False,
+41,sensor.qq8j_temperature,recorder,°F,True,False,
+42,sensor.my_ecobee_current_temperature,recorder,°F,True,False,
+43,sensor.my_ecobee_current_humidity,recorder,%,True,False,
+44,sensor.tasmota_signal,recorder,dBm,True,False,
+45,sensor.tasmota_energy_total,recorder,kWh,False,True,
+46,sensor.tasmota_energy_today,recorder,kWh,False,True,
+47,sensor.tasmota_energy_power,recorder,W,True,False,
+48,sensor.tasmota_energy_apparentpower,recorder,VA,True,False,
+49,sensor.tasmota_energy_reactivepower,recorder,var,True,False,
+50,sensor.tasmota_energy_factor,recorder,,True,False,
+51,sensor.tasmota_energy_voltage,recorder,V,True,False,
+52,sensor.tasmota_energy_current,recorder,A,True,False,
+53,sensor.tasmota_signal_2,recorder,dBm,True,False,
+54,sensor.tasmota_energy_total_2,recorder,kWh,False,True,
+55,sensor.tasmota_energy_today_2,recorder,kWh,False,True,
+56,sensor.tasmota_energy_power_2,recorder,W,True,False,
+57,sensor.tasmota_energy_apparentpower_2,recorder,VA,True,False,
+58,sensor.tasmota_energy_reactivepower_2,recorder,var,True,False,
+59,sensor.tasmota_energy_factor_2,recorder,,True,False,
+60,sensor.tasmota_energy_voltage_2,recorder,V,True,False,
+61,sensor.tasmota_energy_current_2,recorder,A,True,False,
+62,sensor.backdoor_light_power,recorder,W,True,False,
+63,sensor.backdoor_light_voltage,recorder,V,True,False,
+64,sensor.backdoor_light_current,recorder,A,True,False,
+65,sensor.backdoor_light_energy,recorder,kWh,False,True,
+66,sensor.backdoor_light_device_temperature,recorder,°F,True,False,
+67,sensor.shelly1pm_backlight_rssi,recorder,dBm,True,False

statistics_meta.csv

@@ -0,0 +1,351 @@
+id,statistic_id,source,unit_of_measurement,has_mean,has_sum,name
+46,sensor.backdoor_light_power,recorder,W,1,,
+2,sensor.freebsd_router_kib_s_received,recorder,KiB/s,1,,
+3,sensor.freebsd_router_kib_s_sent,recorder,KiB/s,1,,
+44,sensor.sump_pump_run_counter_yesterday,recorder,"",1,,
+5,sensor.tasmota_energy_total,recorder,kWh,,1,
+6,sensor.tasmota_energy_today,recorder,kWh,,1,
+7,sensor.tasmota_energy_power,recorder,W,1,,
+8,sensor.tasmota_energy_apparentpower,recorder,VA,1,,
+9,sensor.tasmota_energy_reactivepower,recorder,var,1,,
+10,sensor.tasmota_energy_factor,recorder,,1,,
+11,sensor.tasmota_energy_voltage,recorder,V,1,,
+12,sensor.tasmota_energy_current,recorder,A,1,,
+13,sensor.tasmota_signal,recorder,dBm,1,,
+14,sensor.tasmota_energy_total_2,recorder,kWh,,1,
+15,sensor.tasmota_energy_today_2,recorder,kWh,,1,
+16,sensor.tasmota_energy_power_2,recorder,W,1,,
+17,sensor.tasmota_energy_apparentpower_2,recorder,VA,1,,
+18,sensor.tasmota_energy_reactivepower_2,recorder,var,1,,
+19,sensor.tasmota_energy_factor_2,recorder,,1,,
+20,sensor.tasmota_energy_voltage_2,recorder,V,1,,
+21,sensor.tasmota_energy_current_2,recorder,A,1,,
+22,sensor.tasmota_signal_2,recorder,dBm,1,,
+45,sensor.sump_pump_run_counter_today,recorder,"",1,,
+24,sensor.service_leg_02_power,recorder,W,1,,
+25,sensor.service_leg_02_energy,recorder,kWh,,1,
+26,sensor.service_leg_02_energy_returned,recorder,kWh,,1,
+27,sensor.service_leg_02_voltage,recorder,V,1,,
+28,sensor.service_leg_01_power,recorder,W,1,,
+29,sensor.service_leg_01_energy,recorder,kWh,,1,
+30,sensor.service_leg_01_energy_returned,recorder,kWh,,1,
+31,sensor.service_leg_01_voltage,recorder,V,1,,
+47,sensor.backdoor_light_energy,recorder,kWh,,1,
+48,sensor.backdoor_light_device_temperature,recorder,°F,1,,
+34,sensor.first_leg_meter,recorder,kWh,,1,
+35,sensor.total_panel_power,recorder,W,1,,
+36,sensor.total_panel_energy,recorder,kWh,1,,
+37,sensor.total_electricity_cost_0_4114,recorder,kWh,,1,
+38,sensor.total_electric_meter,recorder,kWh,,1,
+39,sensor.total_electric_meter_cost,recorder,USD,,1,
+40,sensor.total_electric_consumption,recorder,kWh,,1,
+41,sensor.total_electric_consumption_cost,recorder,USD,,1,
+49,sensor.shelly1pm_backlight_rssi,recorder,dBm,1,,
+50,sensor.backdoor_light_voltage,recorder,V,1,,
+51,sensor.backdoor_light_current,recorder,A,1,,
+52,sensor.my_ecobee_current_temperature,recorder,°F,1,,
+53,sensor.my_ecobee_current_humidity,recorder,%,1,,
+54,sensor.hvac_cooling_time_today,recorder,"",1,,
+55,sensor.hvac_cooling_time_yesterday,recorder,"",1,,
+56,sensor.qq8j_battery,recorder,%,1,,
+57,sensor.qq8j_temperature,recorder,°F,1,,
+58,sensor.hvac_heating_time_today,recorder,h,1,,
+59,sensor.hvac_heating_time_yesterday,recorder,h,1,,
+60,sensor.u850_cpu_speed,recorder,GHz,1,,
+61,sensor.u850_memory_free,recorder,GB,1,,
+62,sensor.u850_memory_used,recorder,%,1,,
+63,sensor.u850_load,recorder,%,1,,
+64,sensor.u850_sys_space_used,recorder,%,1,,
+65,sensor.u850_proc_space_used,recorder,%,1,,
+66,sensor.u850_dev_space_used,recorder,%,1,,
+67,sensor.u850_dev_pts_space_used,recorder,%,1,,
+68,sensor.u850_run_space_used,recorder,%,1,,
+69,sensor.u850_space_used,recorder,%,1,,
+70,sensor.u850_sys_kernel_security_space_used,recorder,%,1,,
+71,sensor.u850_dev_shm_space_used,recorder,%,1,,
+72,sensor.u850_run_lock_space_used,recorder,%,1,,
+73,sensor.u850_sys_fs_cgroup_space_used,recorder,%,1,,
+74,sensor.u850_sys_fs_pstore_space_used,recorder,%,1,,
+75,sensor.u850_sys_firmware_efi_efivars_space_used,recorder,%,1,,
+76,sensor.u850_sys_fs_bpf_space_used,recorder,%,1,,
+77,sensor.u850_proc_sys_fs_binfmt_misc_space_used,recorder,%,1,,
+78,sensor.u850_dev_hugepages_space_used,recorder,%,1,,
+79,sensor.u850_dev_mqueue_space_used,recorder,%,1,,
+80,sensor.u850_sys_kernel_debug_space_used,recorder,%,1,,
+81,sensor.u850_sys_kernel_tracing_space_used,recorder,%,1,,
+82,sensor.u850_sys_kernel_config_space_used,recorder,%,1,,
+83,sensor.u850_sys_fs_fuse_connections_space_used,recorder,%,1,,
+84,sensor.u850_run_credentials_systemd_sysusers_service_space_used,recorder,%,1,,
+85,sensor.u850_run_credentials_systemd_tmpfiles_setup_dev_service_space_used,recorder,%,1,,
+86,sensor.u850_run_credentials_systemd_sysctl_service_space_used,recorder,%,1,,
+87,sensor.u850_home_space_used,recorder,%,1,,
+88,sensor.u850_boot_efi_space_used,recorder,%,1,,
+89,sensor.u850_run_credentials_systemd_tmpfiles_setup_service_space_used,recorder,%,1,,
+90,sensor.u850_run_user_1000_space_used,recorder,%,1,,
+91,sensor.u850_run_user_1000_doc_space_used,recorder,%,1,,
+92,sensor.u850_displays_connected,recorder,,1,,
+93,sensor.home_containers_cpu_speed,recorder,GHz,1,,
+94,sensor.home_containers_memory_free,recorder,GB,1,,
+95,sensor.home_containers_memory_used,recorder,%,1,,
+96,sensor.home_containers_load,recorder,%,1,,
+97,sensor.home_containers_sys_space_used,recorder,%,1,,
+98,sensor.home_containers_proc_space_used,recorder,%,1,,
+99,sensor.home_containers_dev_space_used,recorder,%,1,,
+100,sensor.home_containers_dev_pts_space_used,recorder,%,1,,
+101,sensor.home_containers_run_space_used,recorder,%,1,,
+102,sensor.home_containers_space_used,recorder,%,1,,
+103,sensor.home_containers_sys_kernel_security_space_used,recorder,%,1,,
+104,sensor.home_containers_dev_shm_space_used,recorder,%,1,,
+105,sensor.home_containers_run_lock_space_used,recorder,%,1,,
+106,sensor.home_containers_sys_fs_cgroup_space_used,recorder,%,1,,
+107,sensor.home_containers_sys_fs_pstore_space_used,recorder,%,1,,
+108,sensor.home_containers_sys_fs_bpf_space_used,recorder,%,1,,
+109,sensor.home_containers_proc_sys_fs_binfmt_misc_space_used,recorder,%,1,,
+110,sensor.home_containers_dev_hugepages_space_used,recorder,%,1,,
+111,sensor.home_containers_dev_mqueue_space_used,recorder,%,1,,
+112,sensor.home_containers_sys_kernel_debug_space_used,recorder,%,1,,
+113,sensor.home_containers_sys_kernel_tracing_space_used,recorder,%,1,,
+114,sensor.home_containers_sys_fs_fuse_connections_space_used,recorder,%,1,,
+115,sensor.home_containers_sys_kernel_config_space_used,recorder,%,1,,
+116,sensor.home_containers_run_credentials_systemd_sysusers_service_space_used,recorder,%,1,,
+117,sensor.home_containers_snap_core18_2785_space_used,recorder,%,1,,
+118,sensor.home_containers_snap_core18_2790_space_used,recorder,%,1,,
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unique_merge.csv

@@ -0,0 +1,103 @@
+,start_ts_x,metadata_id_x,unique_tuple,start_ts_y,metadata_id_y,_merge
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