From 7a361bc14f2233ffc3a1070bd53a3c7f6305f755 Mon Sep 17 00:00:00 2001 From: romainsacchi Date: Thu, 27 Jul 2023 18:30:25 +0200 Subject: [PATCH] Add feather and CSV SDF export options. --- conda/meta.yaml | 1 + dev/profile.prof | Bin 2746990 -> 2824713 bytes dev/test.py | 6 ++--- premise/__init__.py | 2 +- premise/ecoinvent_modification.py | 6 ++++- premise/electricity.py | 39 ++++++++++++++------------- premise/export.py | 43 +++++++++++++++++++++--------- requirements.txt | 1 + setup.py | 3 ++- 9 files changed, 65 insertions(+), 36 deletions(-) diff --git a/conda/meta.yaml b/conda/meta.yaml index 2d442d97..df7b4bac 100644 --- a/conda/meta.yaml +++ b/conda/meta.yaml @@ -34,6 +34,7 @@ requirements: - requests - bottleneck - constructive_geometries>=0.8.2 + - pyarrow test: imports: diff --git a/dev/profile.prof b/dev/profile.prof index af69d60d7422aa86a96202f03a622b4e9c0ea420..2120508ad60ec88c598b393b512d4e13e6c6d113 100644 GIT binary patch literal 2824713 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zSeOYIvnHjny~>jKZlWdeH;rZ%af^K*hH3+pU)%Uy%n;f@yd)U%m zD=pQ<1b#ImTdkY|hH>IN18?BL9lzKZJlIk3A)+H1y0el{=~&8748t-Q3~EbmOgjNz zgH3eGe!cGlIOjA8yJ$Nm5N+f};ab2j&RFE^M;nY!YBMWT+q~lg#GyF3Im95(N9SLo za4ldI&N2qTEbo-ok#*q~|CaOXA!?=va0&xJz#u2+X^0yIpSPj@v7_{f=`Hlh?n&`* zgEY>4s5~|`Jw*a{-C<)}4vWc5ib-!7i++E}Qd&!$46mEEq#+YhM+{Bt0PaC?_>%^D hCs!aI*3JvM{q3xklth-i6a$l*25?b+VwhH~{trTI_ksWb diff --git a/dev/test.py b/dev/test.py index 327f5d00..e0f63435 100644 --- a/dev/test.py +++ b/dev/test.py @@ -2,7 +2,7 @@ from premise import * -bw.projects.set_current("new") +bw.projects.set_current("ei39") scenarios = [ {"model": "remind", "pathway": "SSP1-Base", "year": 2005}, @@ -12,8 +12,8 @@ ndb = NewDatabase( scenarios=scenarios, - source_db="ecoinvent 3.8 cutoff", - source_version="3.8", + source_db="ecoinvent 3.9.1 cutoff", + source_version="3.9", key=b"tUePmX_S5B8ieZkkM7WUU2CnO8SmShwmAeWK9x2rTFo=", ) diff --git a/premise/__init__.py b/premise/__init__.py index 29eceafc..bbd13bf0 100644 --- a/premise/__init__.py +++ b/premise/__init__.py @@ -1,5 +1,5 @@ __all__ = ("NewDatabase", "clear_cache", "get_regions_definition") -__version__ = (1, 5, 8) +__version__ = (1, 5, 9) from pathlib import Path diff --git a/premise/ecoinvent_modification.py b/premise/ecoinvent_modification.py index 1c7659ec..dde71d6c 100644 --- a/premise/ecoinvent_modification.py +++ b/premise/ecoinvent_modification.py @@ -1122,11 +1122,14 @@ def update_all(self) -> None: self.update_emissions() def write_superstructure_db_to_brightway( - self, name: str = f"super_db_{date.today()}", filepath: str = None + self, name: str = f"super_db_{date.today()}", filepath: str = None, format: str = "excel" ) -> None: """ Register a super-structure database, according to https://github.com/dgdekoning/brightway-superstructure + :param name: name of the super-structure database + :param filepath: filepath of the "scenarios difference file" + :param format: format of the "scenarios difference file" export. Can be "excel", "csv" or "feather". :return: filepath of the "scenarios difference file" """ @@ -1153,6 +1156,7 @@ def write_superstructure_db_to_brightway( db_name=name, filepath=filepath, version=self.version, + format=format, ) self.database = check_amount_format(self.database) diff --git a/premise/electricity.py b/premise/electricity.py index aff1239e..8568105a 100644 --- a/premise/electricity.py +++ b/premise/electricity.py @@ -1434,11 +1434,16 @@ def create_biomass_markets(self) -> None: ], } + available_biomass_vars = [ + v for v in list(biomass_map.keys()) + if v in self.iam_data.production_volumes.variables.values + ] + for biomass_type, biomass_act in biomass_map.items(): total_prod_vol = np.clip( ( self.iam_data.production_volumes.sel( - variables=list(biomass_map.keys()), region=region + variables=available_biomass_vars, region=region ) .interp(year=self.year) .sum(dim="variables") @@ -1447,24 +1452,22 @@ def create_biomass_markets(self) -> None: None, ) - share = np.clip( - ( - self.iam_data.production_volumes.sel( - variables=biomass_type, region=region - ) - .interp(year=self.year) - .sum() - / total_prod_vol - ).values.item(0), - 0, - 1, - ) + if biomass_type in available_biomass_vars: - if not share: - if biomass_type == "biomass - residual": - share = 1 - else: - share = 0 + share = np.clip( + ( + self.iam_data.production_volumes.sel( + variables=biomass_type, region=region + ) + .interp(year=self.year) + .sum() + / total_prod_vol + ).values.item(0), + 0, + 1, + ) + else: + share = 0 if share > 0: ecoinvent_regions = self.geo.iam_to_ecoinvent_location( diff --git a/premise/export.py b/premise/export.py index 0e44258c..7e4acfcf 100644 --- a/premise/export.py +++ b/premise/export.py @@ -819,12 +819,20 @@ def generate_scenario_difference_file( df.loc[df["flow type"] == "technosphere", "from categories"] = None df.loc[df["flow type"] == "production", "from categories"] = None + # all exchanges of type production must have the value 1.0 in each scenario + df.loc[df["flow type"] == "production", list_scenarios] = 1.0 + # return the dataframe and the new db return df, new_db, list_acts def generate_superstructure_db( - origin_db, scenarios, db_name, filepath, version + origin_db, + scenarios, + db_name, + filepath, + version, + format="excel" ) -> List[dict]: """ Build a superstructure database from a list of databases @@ -832,6 +840,8 @@ def generate_superstructure_db( :param scenarios: a list of modified databases :param db_name: the name of the new database :param filepath: the filepath of the new database + :param version: the version of the new database + :param format: the format of the scenario difference file. Cna be "excel", "csv" or "feather". :return: a superstructure database """ @@ -868,17 +878,26 @@ def generate_superstructure_db( after = len(df) print(f"Dropped {before - after} duplicate(s).") - filepath_sdf = filepath / f"scenario_diff_{db_name}.xlsx" - try: - df.to_excel(filepath_sdf, index=False) - except ValueError: - # from https://stackoverflow.com/questions/66356152/splitting-a-dataframe-into-multiple-sheets - GROUP_LENGTH = 1000000 # set nr of rows to slice df - with pd.ExcelWriter(filepath_sdf) as writer: - for i in range(0, len(df), GROUP_LENGTH): - df[i : i + GROUP_LENGTH].to_excel( - writer, sheet_name=f"Row {i}", index=False, header=True - ) + if format == "excel": + filepath_sdf = filepath / f"scenario_diff_{db_name}.xlsx" + try: + df.to_excel(filepath_sdf, index=False) + except ValueError: + # from https://stackoverflow.com/questions/66356152/splitting-a-dataframe-into-multiple-sheets + GROUP_LENGTH = 1000000 # set nr of rows to slice df + with pd.ExcelWriter(filepath_sdf) as writer: + for i in range(0, len(df), GROUP_LENGTH): + df[i : i + GROUP_LENGTH].to_excel( + writer, sheet_name=f"Row {i}", index=False, header=True + ) + elif format == "csv": + filepath_sdf = filepath / f"scenario_diff_{db_name}.csv" + df.to_csv(filepath_sdf, index=False, sep=";") + elif format == "feather": + filepath_sdf = filepath / f"scenario_diff_{db_name}.feather" + df.to_feather(filepath_sdf) + else: + raise ValueError(f"Unknown format {format}") print(f"Scenario difference file exported to {filepath}!") diff --git a/requirements.txt b/requirements.txt index 36746f5c..5ada41c7 100644 --- a/requirements.txt +++ b/requirements.txt @@ -15,3 +15,4 @@ datapackage requests bottleneck constructive_geometries>=0.8.2 +pyarrow diff --git a/setup.py b/setup.py index a4167183..0ee77208 100644 --- a/setup.py +++ b/setup.py @@ -32,7 +32,7 @@ def package_files(directory): setup( name="premise", - version="1.5.8", + version="1.5.9", python_requires=">=3.9,<3.11", packages=packages, author="Romain Sacchi , Alois Dirnaichner , Chris Mutel " @@ -58,6 +58,7 @@ def package_files(directory): "requests", "bottleneck", "constructive_geometries>=0.8.2", + "pyarrow" ], url="https://github.com/polca/premise", description="Coupling IAM output to ecoinvent LCA database ecoinvent for prospective LCA",

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