5 rows Ă— 21 columns
\n", "" ], "text/plain": [ - " 0 1 2 3 \\\n", - "0 image SSP2-Base Business As Usual BRA \n", - "1 image SSP2-Base Business As Usual CAN \n", - "2 image SSP2-Base Business As Usual CEU \n", - "3 image SSP2-Base Business As Usual CHN \n", - "4 image SSP2-Base Business As Usual EAF \n", - "\n", - " 4 5 6 7 8 \\\n", - "0 Efficiency|Baking|Bread|Activated Dough Develo... - 0.33 0.34 0.35 \n", - "1 Efficiency|Baking|Bread|Activated Dough Develo... - 0.34 0.35 0.36 \n", - "2 Efficiency|Baking|Bread|Activated Dough Develo... - 0.34 0.35 0.36 \n", - "3 Efficiency|Baking|Bread|Activated Dough Develo... - 0.32 0.33 0.34 \n", - "4 Efficiency|Baking|Bread|Activated Dough Develo... - 0.33 0.34 0.35 \n", + " 0 1 \\\n", + "0 Sustainable development (image) CHN \n", + "1 Sustainable development (image) INDIA \n", + "2 Sustainable development (image) CAN \n", + "3 Sustainable development (image) USA \n", + "4 Sustainable development (image) MEX \n", "\n", - " 9 ... 11 12 13 14 15 16 17 18 19 20 \n", - "0 0.35 ... 0.36 0.37 0.37 0.37 0.37 0.38 0.38 0.38 0.38 0.38 \n", - "1 0.36 ... 0.37 0.38 0.38 0.38 0.38 0.39 0.39 0.39 0.39 0.39 \n", - "2 0.36 ... 0.37 0.38 0.38 0.38 0.38 0.39 0.39 0.39 0.39 0.39 \n", - "3 0.34 ... 0.35 0.36 0.36 0.36 0.36 0.37 0.37 0.37 0.37 0.37 \n", - "4 0.35 ... 0.36 0.37 0.37 0.37 0.37 0.38 0.38 0.38 0.38 0.38 \n", + " 2 3 4 5 6 7 8 \\\n", + "0 Efficiency|Hydrogen|Alkaline Electrolysis (ele... % 66 67.5 69 71 73 \n", + "1 Efficiency|Hydrogen|Alkaline Electrolysis (ele... % 66 67.5 69 71 73 \n", + "2 Efficiency|Hydrogen|Alkaline Electrolysis (ele... % 66 67.5 69 71 73 \n", + "3 Efficiency|Hydrogen|Alkaline Electrolysis (ele... % 66 67.5 69 71 73 \n", + "4 Efficiency|Hydrogen|Alkaline Electrolysis (ele... % 66 67.5 69 71 73 \n", "\n", - "[5 rows x 21 columns]" + " 9 10 11 \n", + "0 74.5 76 76 \n", + "1 74.5 76 76 \n", + "2 74.5 76 76 \n", + "3 74.5 76 76 \n", + "4 74.5 76 76 " ] }, - "execution_count": 6, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import pandas as pd\n", - "data = bread.get_resource(\"scenario_data\").read()\n", + "data = ammonia.get_resource(\"scenario_data\").read()\n", "pd.DataFrame(data).head()" ] }, @@ -392,7 +334,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 9, "id": "f15e00e7-4086-4312-8090-ad432ea368d6", "metadata": {}, "outputs": [], @@ -404,7 +346,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 11, "id": "b0408c8e-ce9e-4d6c-8e4b-a6a0db1ff384", "metadata": {}, "outputs": [ @@ -412,7 +354,7 @@ "name": "stdout", "output_type": "stream", "text": [ - "premise v.(1, 5, 0, 'alpha')\n", + "premise v.(2, 1, 1, 'dev0')\n", "+------------------------------------------------------------------+\n", "| Warning |\n", "+------------------------------------------------------------------+\n", @@ -444,39 +386,38 @@ "Keep uncertainty data?\n", "NewDatabase(..., keep_uncertainty_data=True)\n", "\n", + "Disable multiprocessing?\n", + "NewDatabase(..., use_multiprocessing=False)\n", + "\n", "Hide these messages?\n", "NewDatabase(..., quiet=True)\n", - "\n", - "//////////////////// EXTRACTING SOURCE DATABASE ////////////////////\n", - "Done!\n", - "\n", - "////////////////// IMPORTING DEFAULT INVENTORIES ///////////////////\n", - "Done!\n", - "\n", - "/////////////////////// EXTRACTING IAM DATA ////////////////////////\n", + "- Extracting source database\n", + "- Extracting inventories\n", + "- Fetching IAM data\n", "Done!\n" ] } ], "source": [ + "external_scenarios = [\n", + " {\"scenario\": \"Sustainable development\", \"data\": cobalt},\n", + " {\"scenario\": \"Business As Usual (image)\", \"data\": ammonia},\n", + " {\"scenario\": \"ZERO Basis\", \"data\": ep2050},\n", + " {\"scenario\": \"Ambitious\", \"data\": hydrogen},\n", + "]\n", + "\n", "scenarios = [\n", - " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2040},\n", - " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2025},\n", - " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2035},\n", - " {\"model\": \"image\", \"pathway\":\"SSP2-RCP26\", \"year\": 2045},\n", + " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2040, \"external scenarios\": external_scenarios},\n", + " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2025, \"external scenarios\": external_scenarios},\n", + " {\"model\": \"image\", \"pathway\":\"SSP2-Base\", \"year\": 2035, \"external scenarios\": external_scenarios},\n", + " {\"model\": \"image\", \"pathway\":\"SSP2-RCP26\", \"year\": 2045, \"external scenarios\": external_scenarios},\n", "]\n", "\n", "ndb = NewDatabase(\n", " scenarios = scenarios, \n", - " source_db=\"ecoinvent 3.9 cutoff\",\n", + " source_db=\"ecoinvent 3.9.1 cutoff\",\n", " source_version=\"3.9\",\n", " key='tUePmX_S5B8ieZkkM7WUU2CnO8SmShwmAeWK9x2rTFo=',\n", - " external_scenarios=[\n", - " bread,\n", - " cobalt,\n", - " ammonia,\n", - " ep2050\n", - " ]\n", ")\n" ] }, @@ -485,561 +426,76 @@ "id": "560b5cc3-11c8-4499-b553-d79ec5203e3e", "metadata": {}, "source": [ - "To integrate the projections of the user-generated scenario, call `update_external_scenario()`." + "To integrate the projections of the user-generated scenario, call `update(\"external\")` (or `ndb.update()` to apply all integrations, including that of external scenarios)." ] }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 12, "id": "51dd0dd9-86bf-42f3-bded-d3da98178b7e", "metadata": {}, "outputs": [ { - "name": "stdout", + "name": "stderr", "output_type": "stream", "text": [ - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "\n", - "//////////////// IMPORTING USER-DEFINED INVENTORIES ////////////////\n", - "Extracted 1 worksheets in 0.00 seconds\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Applying strategy: migrate_datasets\n", - "Applying strategy: migrate_exchanges\n", - "migration_38_39\n", - "List of unlinked exchanges:\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| Name | Reference product | Location | Categories | Unit | Type | File |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "| treatment of wastewater, average, capacity 1E9l/year | None | Europe without Switzerland | None | cubic meter | technosphere | lci-EP2050.csv |\n", - "+------------------------------------------------------+-------------------+----------------------------+------------+-------------+--------------+----------------+\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Create custom markets.\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "Cannot find -> transmission network construction, long-distance transmission network, long-distance ['CH', 'UN-EUROPE', 'RER', 'Europe without Austria', 'Europe, without Russia and Turkey', 'RER w/o RU', 'ENTSO-E', 'RER w/o DE+NL+RU', 'RER w/o DE+NL+NO+RU', 'Europe without NORDEL (NCPA)', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'WEU', 'CH', 'RER', 'Europe without Switzerland', 'RoW', 'GLO', 'AD', 'AE', 'AF', 'AG', 'AI', 'AL', 'AM', 'AO', 'AQ', 'AR', 'AS', 'AT', 'AU', 'AUS-AC', 'AUS-ACT', 'AUS-IOT', 'AUS-NSW', 'AUS-NTR', 'AUS-QNS', 'AUS-SAS', 'AUS-TSM', 'AUS-VCT', 'AUS-WAS', 'AW', 'AX', 'AZ', 'Akrotiri', 'Asia without China', 'BA', 'BALTSO', 'BB', 'BD', 'BE', 'BF', 'BG', 'BH', 'BI', 'BJ', 'BL', 'BM', 'BN', 'BO', 'BQ', 'BR', 'BR-AC', 'BR-AL', 'BR-AM', 'BR-AP', 'BR-BA', 'BR-CE', 'BR-DF', 'BR-ES', 'BR-GO', 'BR-MA', 'BR-MG', 'BR-MS', 'BR-MT', 'BR-Mid-western grid', 'BR-North-eastern grid', 'BR-Northern grid', 'BR-PA', 'BR-PB', 'BR-PE', 'BR-PI', 'BR-PR', 'BR-RJ', 'BR-RN', 'BR-RO', 'BR-RR', 'BR-RS', 'BR-SC', 'BR-SE', 'BR-SP', 'BR-South-eastern grid', 'BR-Southern grid', 'BR-TO', 'BS', 'BT', 'BV', 'BW', 'BY', 'BZ', 'Bajo Nuevo', 'CA', 'CA-AB', 'CA-BC', 'CA-MB', 'CA-NB', 'CA-NF', 'CA-NS', 'CA-NT', 'CA-NU', 'CA-ON', 'CA-PE', 'CA-QC', 'CA-SK', 'CA-YK', 'CD', 'CENTREL', 'CF', 'CG', 'CH', 'CI', 'CK', 'CL', 'CM', 'CN', 'CN-AH', 'CN-BJ', 'CN-CQ', 'CN-CSG', 'CN-FJ', 'CN-GD', 'CN-GS', 'CN-GX', 'CN-GZ', 'CN-HA', 'CN-HB', 'CN-HE', 'CN-HL', 'CN-HN', 'CN-HU', 'CN-JL', 'CN-JS', 'CN-JX', 'CN-LN', 'CN-NM', 'CN-NX', 'CN-QH', 'CN-SA', 'CN-SC', 'CN-SD', 'CN-SGCC', 'CN-SH', 'CN-SX', 'CN-TJ', 'CN-XJ', 'CN-XZ', 'CN-YN', 'CN-ZJ', 'CO', 'CR', 'CS', 'CU', 'CV', 'CW', 'CY', 'CZ', 'Canada without Alberta', 'Canada without Alberta and Quebec', 'Canada without Quebec', 'Canary Islands', 'Central Asia', 'China w/o Inner Mongol', 'Clipperton Island', 'Coral Sea Islands', 'Cyprus No Mans Area', 'DE', 'DJ', 'DK', 'DM', 'DO', 'DZ', 'Dhekelia Base', 'EC', 'EE', 'EG', 'EH', 'ENTSO-E', 'ER', 'ES', 'ET', 'Europe without Austria', 'Europe without NORDEL (NCPA)', 'Europe without Switzerland', 'Europe without Switzerland and Austria', 'Europe without Switzerland and France', 'Europe, without Russia and Turkey', 'FI', 'FJ', 'FK', 'FM', 'FO', 'FR', 'FSU', 'France, including overseas territories', 'GA', 'GB', 'GD', 'GE', 'GF', 'GG', 'GH', 'GI', 'GL', 'GM', 'GN', 'GP', 'GQ', 'GR', 'GS', 'GT', 'GU', 'GW', 'GY', 'Guantanamo Bay', 'HK', 'HM', 'HN', 'HR', 'HT', 'HU', 'IAI Area, Africa', 'IAI Area, Asia, without China and GCC', 'IAI Area, EU27 & EFTA', 'IAI Area, Gulf Cooperation Council', 'IAI Area, North America', 'IAI Area, North America, without Quebec', 'IAI Area, Russia & RER w/o EU27 & EFTA', 'IAI Area, South America', 'ID', 'IE', 'IL', 'IM', 'IN', 'IN-AN', 'IN-AP', 'IN-AR', 'IN-AS', 'IN-BR', 'IN-CH', 'IN-CT', 'IN-DD', 'IN-DL', 'IN-DN', 'IN-Eastern grid', 'IN-GA', 'IN-GJ', 'IN-HP', 'IN-HR', 'IN-Islands', 'IN-JH', 'IN-JK', 'IN-KA', 'IN-KL', 'IN-LD', 'IN-MH', 'IN-ML', 'IN-MN', 'IN-MP', 'IN-MZ', 'IN-NL', 'IN-North-eastern grid', 'IN-Northern grid', 'IN-OR', 'IN-PB', 'IN-PY', 'IN-RJ', 'IN-SK', 'IN-Southern grid', 'IN-TN', 'IN-TR', 'IN-UP', 'IN-UT', 'IN-WB', 'IN-Western grid', 'IO', 'IQ', 'IR', 'IS', 'IT', 'JE', 'JM', 'JO', 'JP', 'KE', 'KG', 'KH', 'KI', 'KM', 'KN', 'KP', 'KR', 'KW', 'KY', 'KZ', 'LA', 'LB', 'LC', 'LI', 'LK', 'LR', 'LS', 'LT', 'LU', 'LV', 'LY', 'MA', 'MC', 'MD', 'ME', 'MF', 'MG', 'MH', 'MK', 'ML', 'MM', 'MN', 'MO', 'MP', 'MQ', 'MR', 'MRO', 'MS', 'MT', 'MU', 'MV', 'MW', 'MX', 'MY', 'MZ', 'NA', 'NAFTA', 'NC', 'NE', 'NF', 'NG', 'NI', 'NL', 'NO', 'NORDEL', 'NP', 'NPCC', 'NR', 'NU', 'NZ', 'North America without Quebec', 'Northern Cyprus', 'OM', 'PA', 'PE', 'PF', 'PG', 'PH', 'PK', 'PL', 'PM', 'PN', 'PR', 'PS', 'PT', 'PW', 'PY', 'QA', 'Québec, HQ distribution network', 'RAF', 'RAS', 'RE', 'RER', 'RER w/o AT+BE+CH+DE+FR+IT', 'RER w/o CH+DE', 'RER w/o DE+NL+NO', 'RER w/o DE+NL+NO+RU', 'RER w/o DE+NL+RU', 'RER w/o RU', 'RLA', 'RME', 'RNA', 'RO', 'RS', 'RU', 'RW', 'Russia (Asia)', 'Russia (Europe)', 'SA', 'SAS', 'SB', 'SC', 'SD', 'SE', 'SG', 'SH', 'SI', 'SJ', 'SK', 'SL', 'SM', 'SN', 'SO', 'SR', 'SS', 'ST', 'SV', 'SX', 'SY', 'SZ', 'Scarborough Reef', 'Serranilla Bank', 'Siachen Glacier', 'Somaliland', 'Spratly Islands', 'TC', 'TD', 'TF', 'TG', 'TH', 'TJ', 'TK', 'TL', 'TM', 'TN', 'TO', 'TR', 'TT', 'TV', 'TW', 'TZ', 'UA', 'UCTE', 'UCTE without France', 'UCTE without Germany', 'UCTE without Germany and France', 'UG', 'UM', 'UN-AMERICAS', 'UN-ASIA', 'UN-AUSTRALIANZ', 'UN-CAMERICA', 'UN-CARIBBEAN', 'UN-EAFRICA', 'UN-EASIA', 'UN-EEUROPE', 'UN-EUROPE', 'UN-MAFRICA', 'UN-MELANESIA', 'UN-MICRONESIA', 'UN-NAFRICA', 'UN-NEUROPE', 'UN-OCEANIA', 'UN-POLYNESIA', 'UN-SAMERICA', 'UN-SASIA', 'UN-SEASIA', 'UN-SEUROPE', 'UN-WAFRICA', 'UN-WASIA', 'US', 'US-AK', 'US-AL', 'US-AR', 'US-ASCC', 'US-AZ', 'US-CA', 'US-CO', 'US-CT', 'US-DC', 'US-DE', 'US-FL', 'US-FRCC', 'US-GA', 'US-HI', 'US-HICC', 'US-IA', 'US-ID', 'US-IL', 'US-IN', 'US-KS', 'US-KY', 'US-LA', 'US-MA', 'US-MD', 'US-ME', 'US-MI', 'US-MN', 'US-MO', 'US-MRO', 'US-MS', 'US-MT', 'US-NC', 'US-ND', 'US-NE', 'US-NH', 'US-NJ', 'US-NM', 'US-NPCC', 'US-NV', 'US-NY', 'US-OH', 'US-OK', 'US-OR', 'US-PA', 'US-PR', 'US-RFC', 'US-RI', 'US-SC', 'US-SD', 'US-SERC', 'US-SPP', 'US-TN', 'US-TRE', 'US-TX', 'US-UT', 'US-VA', 'US-VT', 'US-WA', 'US-WECC', 'US-WI', 'US-WV', 'US-WY', 'UY', 'UZ', 'VA', 'VC', 'VE', 'VG', 'VI', 'VN', 'VU', 'WECC', 'WEU', 'WF', 'WS', 'XK', 'YE', 'YT', 'ZA', 'ZM', 'ZW', 'GLO', None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None]\n", - "Log file of exchanges saved under /Users/romain/GitHub/premise/premise/data/logs.\n" + "Processing scenarios: 0%| | 0/4 [00:00 1\u001b[0m \u001b[43mndb\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mexternal\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/GitHub/premise/premise/new_database.py:934\u001b[0m, in \u001b[0;36mNewDatabase.update\u001b[0;34m(self, sectors)\u001b[0m\n\u001b[1;32m 932\u001b[0m update_func \u001b[38;5;241m=\u001b[39m sector_update_methods[sector][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfunc\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m 933\u001b[0m fixed_args \u001b[38;5;241m=\u001b[39m sector_update_methods[sector][\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124margs\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[0;32m--> 934\u001b[0m scenario \u001b[38;5;241m=\u001b[39m \u001b[43mupdate_func\u001b[49m\u001b[43m(\u001b[49m\u001b[43mscenario\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mfixed_args\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 936\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mapplied functions\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m scenario:\n\u001b[1;32m 937\u001b[0m scenario[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mapplied functions\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m=\u001b[39m []\n", + "File \u001b[0;32m~/GitHub/premise/premise/external.py:73\u001b[0m, in \u001b[0;36m_update_external_scenarios\u001b[0;34m(scenario, version, system_model)\u001b[0m\n\u001b[1;32m 71\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minventories\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m [r\u001b[38;5;241m.\u001b[39mname \u001b[38;5;28;01mfor\u001b[39;00m r \u001b[38;5;129;01min\u001b[39;00m data_package\u001b[38;5;241m.\u001b[39mresources]:\n\u001b[1;32m 72\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m data_package\u001b[38;5;241m.\u001b[39mget_resource(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124minventories\u001b[39m\u001b[38;5;124m\"\u001b[39m):\n\u001b[0;32m---> 73\u001b[0m additional \u001b[38;5;241m=\u001b[39m \u001b[43mAdditionalInventory\u001b[49m\u001b[43m(\u001b[49m\n\u001b[1;32m 74\u001b[0m \u001b[43m \u001b[49m\u001b[43mdatabase\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mscenario\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mdatabase\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 75\u001b[0m \u001b[43m \u001b[49m\u001b[43mversion_in\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata_package\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdescriptor\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mecoinvent\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m[\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mversion\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m]\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 76\u001b[0m \u001b[43m \u001b[49m\u001b[43mversion_out\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mversion\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 77\u001b[0m \u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mdata_package\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mget_resource\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43minventories\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msource\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 78\u001b[0m \u001b[43m \u001b[49m\u001b[43msystem_model\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43msystem_model\u001b[49m\u001b[43m,\u001b[49m\n\u001b[1;32m 79\u001b[0m \u001b[43m \u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 80\u001b[0m inventories\u001b[38;5;241m.\u001b[39mextend(additional\u001b[38;5;241m.\u001b[39mmerge_inventory())\n\u001b[1;32m 82\u001b[0m resource \u001b[38;5;241m=\u001b[39m data_package\u001b[38;5;241m.\u001b[39mget_resource(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconfig\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n", + "File \u001b[0;32m~/GitHub/premise/premise/inventory_imports.py:942\u001b[0m, in \u001b[0;36mAdditionalInventory.__init__\u001b[0;34m(self, database, version_in, version_out, path, system_model)\u001b[0m\n\u001b[1;32m 941\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m \u001b[38;5;21m__init__\u001b[39m(\u001b[38;5;28mself\u001b[39m, database, version_in, version_out, path, system_model):\n\u001b[0;32m--> 942\u001b[0m \u001b[38;5;28;43msuper\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[38;5;21;43m__init__\u001b[39;49m\u001b[43m(\u001b[49m\u001b[43mdatabase\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mversion_in\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mversion_out\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mpath\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43msystem_model\u001b[49m\u001b[43m)\u001b[49m\n", + "File \u001b[0;32m~/GitHub/premise/premise/inventory_imports.py:342\u001b[0m, in \u001b[0;36mBaseInventoryImport.__init__\u001b[0;34m(self, database, version_in, version_out, path, system_model, keep_uncertainty_data)\u001b[0m\n\u001b[1;32m 337\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mFileNotFoundError\u001b[39;00m(\n\u001b[1;32m 338\u001b[0m \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mThe inventory file \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mpath\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m could not be found.\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m 339\u001b[0m )\n\u001b[1;32m 341\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mpath \u001b[38;5;241m=\u001b[39m Path(path) \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;28misinstance\u001b[39m(path, \u001b[38;5;28mstr\u001b[39m) \u001b[38;5;28;01melse\u001b[39;00m path\n\u001b[0;32m--> 342\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39mimport_db \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mload_inventory\u001b[49m\u001b[43m(\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 344\u001b[0m \u001b[38;5;66;03m# register migration maps\u001b[39;00m\n\u001b[1;32m 345\u001b[0m \u001b[38;5;66;03m# as imported inventories link\u001b[39;00m\n\u001b[1;32m 346\u001b[0m \u001b[38;5;66;03m# to different ecoinvent versions\u001b[39;00m\n\u001b[1;32m 347\u001b[0m ei_versions \u001b[38;5;241m=\u001b[39m [\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m35\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m36\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m37\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m38\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m39\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m310\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n", + "File \u001b[0;32m~/GitHub/premise/premise/inventory_imports.py:967\u001b[0m, in \u001b[0;36mAdditionalInventory.load_inventory\u001b[0;34m(self)\u001b[0m\n\u001b[1;32m 965\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:/\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01min\u001b[39;00m path_str \u001b[38;5;129;01mand\u001b[39;00m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m://\u001b[39m\u001b[38;5;124m\"\u001b[39m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;129;01min\u001b[39;00m path_str:\n\u001b[1;32m 966\u001b[0m path_str \u001b[38;5;241m=\u001b[39m path_str\u001b[38;5;241m.\u001b[39mreplace(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m:/\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m://\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 967\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mdownload_file\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpath_str\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mTEMP_CSV_FILE\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m 968\u001b[0m file_path \u001b[38;5;241m=\u001b[39m TEMP_CSV_FILE\n\u001b[1;32m 969\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n", + "File \u001b[0;32m~/GitHub/premise/premise/inventory_imports.py:957\u001b[0m, in \u001b[0;36mAdditionalInventory.download_file\u001b[0;34m(self, url, local_path)\u001b[0m\n\u001b[1;32m 949\u001b[0m writer \u001b[38;5;241m=\u001b[39m csv\u001b[38;5;241m.\u001b[39mwriter(\n\u001b[1;32m 950\u001b[0m file,\n\u001b[1;32m 951\u001b[0m quoting\u001b[38;5;241m=\u001b[39mcsv\u001b[38;5;241m.\u001b[39mQUOTE_NONE,\n\u001b[0;32m (...)\u001b[0m\n\u001b[1;32m 954\u001b[0m escapechar\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;130;01m\\\\\u001b[39;00m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m 955\u001b[0m )\n\u001b[1;32m 956\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m line \u001b[38;5;129;01min\u001b[39;00m response\u001b[38;5;241m.\u001b[39miter_lines():\n\u001b[0;32m--> 957\u001b[0m writer\u001b[38;5;241m.\u001b[39mwriterow(line\u001b[38;5;241m.\u001b[39mdecode(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mutf-8\u001b[39m\u001b[38;5;124m\"\u001b[39m)\u001b[38;5;241m.\u001b[39msplit(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m,\u001b[39m\u001b[38;5;124m\"\u001b[39m))\n\u001b[1;32m 958\u001b[0m \u001b[38;5;28;01mexcept\u001b[39;00m requests\u001b[38;5;241m.\u001b[39mRequestException \u001b[38;5;28;01mas\u001b[39;00m e:\n\u001b[1;32m 959\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mConnectionError\u001b[39;00m(\u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mError downloading the file: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00me\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m) \u001b[38;5;28;01mfrom\u001b[39;00m \u001b[38;5;21;01me\u001b[39;00m\n", + "\u001b[0;31mUnicodeDecodeError\u001b[0m: 'utf-8' codec can't decode bytes in position 15-16: invalid continuation byte" + ] } ], "source": [ - "units = []\n", - "for ds in ndb.database:\n", - " for e in ds[\"exchanges\"]:\n", - " if e[\"unit\"] not in units:\n", - " units.append(e[\"unit\"])\n", - "units" + "ndb.update(\"external\")" ] }, { "cell_type": "code", - "execution_count": 33, - "id": "ab8cc0b4-a410-40de-b386-5eb74933e2c7", + "execution_count": null, + "id": "2dde9ff3-fed8-4b42-9c2d-ba71e87ca932", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Write new database(s) to Brightway2.\n", - "Prepare database 1.\n", - "- check for duplicates...\n", - "- check for values format...\n", - "- relinking exchanges...\n", - "Done!\n", - "21058 datasets\n", - "674534 exchanges\n", - "0 unlinked exchanges\n", - " \n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "Writing activities to SQLite3 database:\n", - "0% [##############################] 100% | ETA: 00:00:00\n", - "Total time elapsed: 00:00:22\n" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Title: Writing activities to SQLite3 database:\n", - " Started: 10/24/2022 17:29:31\n", - " Finished: 10/24/2022 17:29:53\n", - " Total time elapsed: 00:00:22\n", - " CPU %: 86.60\n", - " Memory %: 10.14\n", - "Created database: ecoinvent_image_SSP2-Base_2040\n" - ] - } - ], + "outputs": [], "source": [ "ndb.write_db_to_brightway()" ] @@ -1074,8 +530,12 @@ " ]\n", ")\n", "\n", - "ndb.update_electricity()\n", - "ndb.update_external_scenario()" + "ndb.update(\n", + " [\n", + " \"electricity\",\n", + " \"external\"\n", + " ]\n", + ")" ] }, { @@ -1112,7 +572,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.12" + "version": "3.11.8" } }, "nbformat": 4, diff --git a/examples/examples.ipynb b/examples/examples.ipynb index b96bef1a..f60c03e9 100644 --- a/examples/examples.ipynb +++ b/examples/examples.ipynb @@ -14,21 +14,25 @@ "\n", "With version 1.5.0, the following transformation are available:\n", "\n", - "* `update_electricity()`: create regional electricity markets and adjust efficiency of power plants, including that of photovoltaic panels\n", - "* `update_cement()`: creates regional markets for clinker production and adjust clinker production efficiency\n", - "* `update_steel()`: creates regional markets for steel and adjust steel production efficiency and the supply of secondary steel\n", - "* `update_dac()`: creates region- and scenario-specific inventories for Direct Air Capture (DAC) and Carbon Storage (DACCS) systems.\n", - "* `update_fuels()`: creates regional markets for liquid and gaseous fuels\n", - "* `update_emissions`: adjust emission of pollutants (PM, NOx, VOCs) for various activities, based on GAINS model projections.\n", - "* `update_two_wheelers()`: imports two-wheelers (bicycles, motorbikes, etc.)\n", - "* `update_cars()`: produces fleet average cars and relinks to activities consuming pasenger car transport\n", - "* `update_trucks()`: produces fleet average trucks and relinks to activities consuming lorry trnasport\n", - "* `update_buses()`: imports buses (urban and coach buses, single-deckers and double-deckers)\n", - "\n", - "Alternatively, `update_all()` performs all the above-mentioned transformations (with the exception of `update_two_wheelers()`, `update_cars()` and `update_buses()`).\n", - "\n", - "There is also the possibility to integrate user-defined scenarios,\n", - "for which we have a separate notebook.\n", + "* `update(\"biomass\")`: creates regional biomass markets, adjusting the share of residual vs. purpose-grown boimass for use in heat and power generation\n", + "* `update(\"battery\")`: creates a global mix for stationary and mobile battery technologies.\n", + "* `update(\"electricity\")`: creates regional electricity markets and adjust efficiency of power plants, including that of photovoltaic panels\n", + "* `update(\"cement\")`: creates regional markets for clinker production and adjust clinker production efficiency\n", + "* `update(\"steel\")`: creates regional markets for steel and adjust steel production efficiency and the supply of secondary steel\n", + "* `update(\"dac\")`: creates region- and scenario-specific inventories for Direct Air Capture (DAC) and Carbon Storage (DACCS) systems.\n", + "* `update(\"fuels\")`: creates regional markets for liquid and gaseous fuels\n", + "* `update(\"heat\")`: regionalizes some heat and steam generation datasets (working on diesel, biomass and natural gas)\n", + "* `update(\"emissions\")`: adjusts emission of pollutants (PM, NOx, VOCs) for various activities, based on GAINS model projections.\n", + "* `update(\"two_wheelers\")`: imports two-wheelers (bicycles, motorbikes, etc.)\n", + "* `update(\"cars\")`: produces fleet average cars and relinks to activities consuming pasenger car transport\n", + "* `update(\"trucks\")`: produces fleet average trucks and relinks to activities consuming lorry transport\n", + "* `update(\"buses\")`: imports buses (urban and coach buses, single-deckers and double-deckers)\n", + "* `update(\"trains\")`: imports buses (urban and coach buses, single-deckers and double-deckers)\n", + "* `update(\"external\")`: runs any external scenarios provided.\n", + "\n", + "Alternatively, `update()` performs all the above-mentioned transformations.\n", + "\n", + "There is also the possibility to integrate user-defined scenarios (i.e., `update(\"external\")`), for which we have a separate notebook.\n", "\n", "Additional documentation on the methodology is available [here](https://premise.readthedocs.io/en/latest/introduction.html).\n", "\n", @@ -36,7 +40,7 @@ "\n", "## Requirements\n", "\n", - "* **Pyhton 3.9 is highly recommended**\n", + "* **Pyhton 3.10 or higher (up to 3.11) is highly recommended**\n", "* a user license for ecoinvent v.3\n", "* a **decryption key**, to be asked from [Romain Sacchi](mailto:romain.sacchi@psi.ch)" ] @@ -48,18 +52,23 @@ "# Use case with [brightway2](https://brightway.dev/)\n", "\n", "`brightway2` is an open source LCA framework for Python.\n", - "To use `premise` from `brightway2`, it requires that you have an activated `brightway2` project with a `biosphere3` database as well as an ecoinvent v.3 cut-off or consequential database registered in that project." + "To use `premise` from `brightway2`, it requires that you have an activated `brightway2` project with a `biosphere3` database as well as an [ecoinvent](https://ecoinvent.prg) v.3 cut-off or consequential database registered in that project. Please refer to the brightway [documentation](https://brightway.dev) if you do not know how to create a project and install ecoinvent." ] }, { "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], + "metadata": { + "ExecuteTime": { + "end_time": "2024-08-13T09:59:07.856284Z", + "start_time": "2024-08-13T09:59:07.854148Z" + } + }, "source": [ "from premise import *\n", "import bw2data" - ] + ], + "outputs": [], + "execution_count": 3 }, { "cell_type": "markdown", @@ -68,27 +77,36 @@ "### List of available scenarios\n", "\n", "Some scenarios come installed with the library.\n", - "They are stored in `data/iam_ouput_files` from the root directory.\n", - "They are all within the same Shared Socio-Economic Pathway (SSP): SSP2 (nicknamed \"middle of the road\"), which describes a future world (in terms of GDP and demographics development, education, intergovernmental collaboration) very much in line with what has been observed historically..\n", + "They are stored in `premise/data/iam_ouput_files` from the root directory.\n", + "They are defined across different SSPs. For example, SSP2 (nicknamed \"middle of the road\"), which describes a future world (in terms of GDP and demographics development, education, intergovernmental collaboration) very much in line with what has been observed historically.\n", "\n", "But they are proposed in combination with different climate mitigation targets, called Representative Concentration Pathways (RCP).\n", "Read more about SSPs and RCPs, [here](https://www.carbonbrief.org/explainer-how-shared-socioeconomic-pathways-explore-future-climate-change).\n", "\n", "With REMIND, we have the following SSP/RCP scenarios:\n", "* \"SSP1-Base\"\n", - "* \"SSP5-Base\"\n", + "* \"SSP1-NPi\"\n", + "* \"SSP1-NDC\"\n", + "* \"SSP1-PkBudg1150\"\n", + "* \"SSP1-PkBudg500\"\n", "* \"SSP2-Base\"\n", "* \"SSP2-NPi\"\n", "* \"SSP2-NDC\"\n", "* \"SSP2-PkBudg1150\"\n", "* \"SSP2-PkBudg500\"\n", + "* \"SSP5-Base\"\n", + "* \"SSP5-NPi\"\n", + "* \"SSP5-NDC\"\n", + "* \"SSP5-PkBudg1150\"\n", + "* \"SSP5-PkBudg500\"\n", "\n", "With IMAGE, we have the following SSP/RCP scenarios:\n", + "* \"SSP1-Base\"\n", "* \"SSP2-Base\"\n", "* \"SSP2-RCP26\"\n", "* \"SSP2-RCP19\"\n", "\n", - "Refer to [the documentation](https://premise.readthedocs.io/en/latest/extract.html#current-iam-scenarios) for the meaning of thses scenarios.\n", + "Refer to [the documentation](https://premise.readthedocs.io/en/latest/extract.html#current-iam-scenarios) for a description of theses scenarios, or have a look at our **[scenario explorer](https://premisedash-6f5a0259c487.herokuapp.com/)**.\n", "Additionally, [this blog](https://www.carbonbrief.org/explainer-how-shared-socioeconomic-pathways-explore-future-climate-change/) is a good reading material to understand SSPs and RCPs.\n" ] }, @@ -98,135 +116,75 @@ "source": [ "### Database creation from default scenarios\n", "\n", - "To create a scenario using REMIND's SSP2 Base pathway, from ecoinvent 3.5 for the year 2028, one would execute the following cell. This leads to the extraction of the database, some cleanup as well as importing a few additional inventories." + "To create a scenario using REMIND's SSP2 Base pathway, from ecoinvent 3.10 for the year 2028, one would execute the following. This leads to the extraction of the database, some cleanup as well as importing a few additional inventories.\n", + "\n", + "First, activate the brightway2 project where you want to store the database." ] }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Databases dictionary with 25 objects, including:\n", - "\tbiosphere3\n", - "\tcutoff371\n", - "\tecoinvent 3.8 cutoff\n", - "\tecoinvent_image_SSP2-Base_2010\n", - "\tecoinvent_image_SSP2-Base_2020\n", - "\tecoinvent_image_SSP2-Base_2030\n", - "\tecoinvent_image_SSP2-Base_2040\n", - "\tecoinvent_image_SSP2-Base_2050\n", - "\tecoinvent_image_SSP2-RCP19_2030\n", - "\tecoinvent_image_SSP2-RCP19_2040\n", - "Use `list(this object)` to get the complete list." - ] - }, - "execution_count": 2, - "metadata": {}, - "output_type": "execute_result" - } - ], + "execution_count": null, + "metadata": {}, + "outputs": [], "source": [ + "# activate the bw project\n", "bw2data.projects.set_current(\"premise\")\n", + "# list currently installed databases\n", "bw2data.databases" ] }, { - "cell_type": "markdown", "metadata": {}, - "source": [ - "The first time you create a premise database, *premise* will store a copy of the ecoinvent database and external inventories, to be able to skip that time-consuming step next time. If you wish to clear this cache (which is only encourage if updating premise or if encountering issues with inventories), do:" - ] - }, - { "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Cache folder cleared!\n" - ] - } - ], - "source": [ - "clear_cache()" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "premise v.(1, 2, 5)\n", - "+------------------------------------------------------------------+\n", - "| Warning |\n", - "+------------------------------------------------------------------+\n", - "| Because some of the scenarios can yield LCI databases |\n", - "| containing net negative emission technologies (NET), |\n", - "| it is advised to account for biogenic CO2 flows when calculating |\n", - "| Global Warming potential indicators. |\n", - "| `premise_gwp` provides characterization factors for such flows. |\n", - "| It also provides factors for hydrogen emissions to air. |\n", - "| |\n", - "| Within your bw2 project: |\n", - "| from premise_gwp import add_premise_gwp |\n", - "| add_premise_gwp() |\n", - "+------------------------------------------------------------------+\n", - "+--------------------------------+----------------------------------+\n", - "| Utils functions | Description |\n", - "+--------------------------------+----------------------------------+\n", - "| clear_cache() | Clears the cache folder. Useful |\n", - "| | when updating `premise`or |\n", - "| | encountering issues with |\n", - "| | inventories. |\n", - "+--------------------------------+----------------------------------+\n", - "| get_regions_definition(model) | Retrieves the list of countries |\n", - "| | for each region of the model. |\n", - "+--------------------------------+----------------------------------+\n", - "| ndb.NewDatabase(...) | Generates a summary of the most |\n", - "| ndb.generate_scenario_report() | important scenarios' variables. |\n", - "+--------------------------------+----------------------------------+\n", - "Hide these messages?\n", - "NewDatabase(..., quiet=True)\n", - "\n", - "//////////////////// EXTRACTING SOURCE DATABASE ////////////////////\n", - "Done!\n", - "\n", - "////////////////// IMPORTING DEFAULT INVENTORIES ///////////////////\n", - "Done!\n", - "\n", - "/////////////////////// EXTRACTING IAM DATA ////////////////////////\n", - "Done!\n" - ] - } - ], + "outputs": [], + "execution_count": null, "source": [ "ndb = NewDatabase(\n", " scenarios=[\n", " {\"model\":\"image\", \"pathway\":\"SSP2-RCP19\", \"year\":2050},\n", " {\"model\":\"remind\", \"pathway\":\"SSP2-PkBudg500\", \"year\":2050},\n", " ],\n", - " source_db=\"ecoinvent 3.8 cutoff\", # <-- name of the database in the BW2 project. Must be a string.\n", - " source_version=\"3.8\", # <-- version of ecoinvent. Can be \"3.5\", \"3.6\", \"3.7\" or \"3.8\". Must be a string.\n", - " key='xxxxxxxxxxxxxxxxxxxxxxxxx' # <-- decryption key\n", + " source_db=\"ecoinvent-3.10-cutoff\", # <-- name of the database in the BW2 project. Must be a string.\n", + " source_version=\"3.10\", # <-- version of ecoinvent. Can be \"3.8\", \"3.9\" or \"3.10\". Must be a string.\n", + " key='xxxxxxxxxxxxxxxxxxxxxxxxx', # <-- decryption key\n", " # to be requested from the library maintainers if you want ot use default scenarios included in `premise`\n", + " keep_source_db_uncertainty=False, # False by default, set to True if you want to keep ecoinvent's uncertainty data\n", + " keep_imports_uncertainty=False, # False by default, set to True if you want to keep the uncertainty data of the additional inventories\n", + " use_absolute_efficiency=True, # False by default, set to True if you want to use the IAM's absolute efficiencies\n", ")" ] }, + { + "metadata": {}, + "cell_type": "markdown", + "source": [ + "Here is a list of all arguments that can be passed to `NewDatabase()`:\n", + " \n", + " scenarios: List[dict],\n", + " source_version: str = \"3.10\",\n", + " source_type: str = \"brightway\",\n", + " key: bytes = None,\n", + " source_db: str = None,\n", + " source_file_path: str = None,\n", + " additional_inventories: List[dict] = None,\n", + " system_model: str = \"cutoff\",\n", + " system_args: dict = None,\n", + " use_cached_inventories: bool = True,\n", + " use_cached_database: bool = True,\n", + " external_scenarios: list = None,\n", + " quiet=False,\n", + " keep_imports_uncertainty=False,\n", + " keep_source_db_uncertainty=False,\n", + " gains_scenario=\"CLE\",\n", + " use_absolute_efficiency=False,\n", + " biosphere_name: str = \"biosphere3\"," + ] + }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you do not want to integrate the IAM projections in the database, but only wish to have the additional inventories, you can stop here and export the database back to Brightway or other destinations, by using the `write_db_to` methods, like so:" + "The first time you create a premise database, *premise* will store a copy of the ecoinvent database and external inventories, to be able to skip that time-consuming step next time. If you wish to clear this cache (which is only encourage if updating premise or if encountering issues with inventories), do:" ] }, { @@ -235,14 +193,15 @@ "metadata": {}, "outputs": [], "source": [ - "ndb.write_db_to_brightway()" + "clear_cache() # clears both ecoinvent and additional inventories cache\n", + "clear_inventory_cache() # clears only additional inventories cache" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Howver, if you wish first to proceed with the IAM integration, you need to use the `update_` methods, like so for the electricity sector:" + "If you do not want to integrate the IAM projections in the database, but only wish to have the additional inventories, you can stop here and export the database back to Brightway or other destinations, by using the `write_db_to` methods, like so:" ] }, { @@ -251,23 +210,21 @@ "metadata": {}, "outputs": [], "source": [ - "ndb.update_electricity()" + "ndb.write_db_to_brightway()" ] }, { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [ - "ndb.write_db_to_brightway()" - ] + "source": "However, if you wish first to proceed with the IAM integration, you need to use the `update()` method, like so for the electricity sector:" }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": null, "metadata": {}, + "outputs": [], "source": [ - "or here with ecoinvent 3.7.1" + "ndb.update(\"electricity\")" ] }, { @@ -276,23 +233,14 @@ "metadata": {}, "outputs": [], "source": [ - "ndb = NewDatabase(\n", - " scenarios=[\n", - " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2028}\n", - " ],\n", - " source_db=\"ecoinvent 3.7 cutoff\", # <-- this is NEW.\n", - " source_version=\"3.7.1\", # <-- this is NEW\n", - " key='xxxxxxxxxxxxxxxxxxxxxxxxx'\n", - " )" + "ndb.write_db_to_brightway()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "If you want to create multiple databases at once, just populate the `scenarios` list.\n", - "You will notice the key `exclude` for which we can list the transformations we do not wish to perform.\n", - "In this case, we do not wish to update the electricity sector." + "If you want to create multiple databases at once, just populate the `scenarios` list." ] }, { @@ -303,7 +251,7 @@ "source": [ "ndb = NewDatabase(\n", " scenarios=[\n", - " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2020, \"exclude\": [\"update_electricity\"]},\n", + " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2020},\n", " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2030},\n", " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2040},\n", " {\"model\":\"remind\", \"pathway\":\"SSP2-Base\", \"year\":2050},\n", @@ -314,15 +262,6 @@ ")" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "ndb.update_all()" - ] - }, { "cell_type": "markdown", "metadata": {}, @@ -338,14 +277,14 @@ "metadata": {}, "outputs": [], "source": [ - "ndb.update_electricity()" + "ndb.update(\"electricity\")" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ - "Or you can proceed instead to doing all the transformations available (minus any transformation you have listed in `exclude`), like so:" + "Or you can proceed instead to doing all the sectoral transformations available, like so:" ] }, { @@ -354,7 +293,7 @@ "metadata": {}, "outputs": [], "source": [ - "ndb.update_all()" + "ndb.update() # <- updates all sectors" ] }, { @@ -379,8 +318,8 @@ "source": [ "### Consequential\n", "\n", - "`premise` can read in the consequential version of ecoinvent (v.3.8 only).\n", - "Based on the publication of Maes et al. 2023 (in review), `premise` builds marginal market mixes for electricity and fuels.\n", + "`premise` can read in the consequential version of ecoinvent (v.3.8 and 3.9 only).\n", + "Based on the publication of Maes et al. 2023 (https://doi.org/10.1016/j.rser.2023.113830), `premise` builds marginal market mixes for electricity and fuels.\n", "The identification of marginal suppliers can be influenced by passing a series of arguments to `NewDatabase()`.\n", "Additionally, `premise` removes secondary steel technologies from steel markets." ] @@ -426,7 +365,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "metadata": {}, "outputs": [], "source": [ @@ -438,72 +377,9 @@ }, { "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "premise v.(1, 5, 0, 'alpha', 8)\n", - "+------------------------------------------------------------------+\n", - "| Warning |\n", - "+------------------------------------------------------------------+\n", - "| Because some of the scenarios can yield LCI databases |\n", - "| containing net negative emission technologies (NET), |\n", - "| it is advised to account for biogenic CO2 flows when calculating |\n", - "| Global Warming potential indicators. |\n", - "| `premise_gwp` provides characterization factors for such flows. |\n", - "| It also provides factors for hydrogen emissions to air. |\n", - "| |\n", - "| Within your bw2 project: |\n", - "| from premise_gwp import add_premise_gwp |\n", - "| add_premise_gwp() |\n", - "+------------------------------------------------------------------+\n", - "+--------------------------------+----------------------------------+\n", - "| Utils functions | Description |\n", - "+--------------------------------+----------------------------------+\n", - "| clear_cache() | Clears the cache folder. Useful |\n", - "| | when updating `premise`or |\n", - "| | encountering issues with |\n", - "| | inventories. |\n", - "+--------------------------------+----------------------------------+\n", - "| get_regions_definition(model) | Retrieves the list of countries |\n", - "| | for each region of the model. |\n", - "+--------------------------------+----------------------------------+\n", - "| ndb.NewDatabase(...) | Generates a summary of the most |\n", - "| ndb.generate_scenario_report() | important scenarios' variables. |\n", - "+--------------------------------+----------------------------------+\n", - "Keep uncertainty data?\n", - "NewDatabase(..., keep_uncertainty_data=True)\n", - "\n", - "Hide these messages?\n", - "NewDatabase(..., quiet=True)\n", - "\n", - "//////////////////// EXTRACTING SOURCE DATABASE ////////////////////\n", - "Done!\n", - "\n", - "////////////////// IMPORTING DEFAULT INVENTORIES ///////////////////\n", - "Done!\n", - "\n", - "/////////////////////// EXTRACTING IAM DATA ////////////////////////\n" - ] - }, - { - "ename": "KeyError", - "evalue": "'cement'", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mKeyError\u001b[0m Traceback (most recent call last)", - "Input \u001b[0;32mIn [2]\u001b[0m, in \u001b[0;36m