From b4d92b71cc7a2e62134be8601a629c206fa6b027 Mon Sep 17 00:00:00 2001 From: Austen Sharpe Date: Tue, 6 Aug 2024 14:21:19 -0600 Subject: [PATCH 1/6] Add DOI for new 923 --- src/pudl/workspace/datastore.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/pudl/workspace/datastore.py b/src/pudl/workspace/datastore.py index 159e6a199e..b362aaeaf6 100644 --- a/src/pudl/workspace/datastore.py +++ b/src/pudl/workspace/datastore.py @@ -193,7 +193,7 @@ class ZenodoDoiSettings(BaseSettings): eia860: ZenodoDoi = "10.5281/zenodo.11662381" eia860m: ZenodoDoi = "10.5281/zenodo.11110602" eia861: ZenodoDoi = "10.5281/zenodo.10204708" - eia923: ZenodoDoi = "10.5281/zenodo.12656894" + eia923: ZenodoDoi = "10.5281/zenodo.12721286" eia930: ZenodoDoi = "10.5281/zenodo.10840078" eiawater: ZenodoDoi = "10.5281/zenodo.10806016" eiaaeo: ZenodoDoi = "10.5281/zenodo.10838488" From fd6c53fab830b2a37770d8c2eb954ee0f63c2903 Mon Sep 17 00:00:00 2001 From: Austen Sharpe Date: Tue, 6 Aug 2024 14:28:17 -0600 Subject: [PATCH 2/6] Update release notes --- docs/release_notes.rst | 2 ++ 1 file changed, 2 insertions(+) diff --git a/docs/release_notes.rst b/docs/release_notes.rst index 403f4b32e7..07429ac31f 100644 --- a/docs/release_notes.rst +++ b/docs/release_notes.rst @@ -44,6 +44,8 @@ EIA 860 EIA 923 ~~~~~~~ * Added EIA 923 early release data from 2023. See :issue:`3719` and PR :pr:`3721`. +* Added EIA 923 monthly data through May as part of the Q2 quarterly release. See + :issue:`3760` and :pr:`3768`. FERC 714 ~~~~~~~~ From d900ac5ac1d23fe5c16459411cfc620988542ef8 Mon Sep 17 00:00:00 2001 From: Austen Sharpe Date: Tue, 6 Aug 2024 14:38:02 -0600 Subject: [PATCH 3/6] Update 923 package data --- src/pudl/package_data/eia923/file_map.csv | 20 ++++++++++---------- 1 file changed, 10 insertions(+), 10 deletions(-) diff --git a/src/pudl/package_data/eia923/file_map.csv b/src/pudl/package_data/eia923/file_map.csv index 61b5218b5f..e61abb2fcc 100644 --- a/src/pudl/package_data/eia923/file_map.csv +++ b/src/pudl/package_data/eia923/file_map.csv @@ -1,16 +1,16 @@ page,2001,2002,2003,2004,2005,2006,2007,2008,2009,2010,2011,2012,2013,2014,2015,2016,2017,2018,2019,2020,2021,2022,2023,2024 -boiler_fuel,-1,-1,-1,-1,-1,-1,-1,eia923December2008.xls,EIA923 SCHEDULES 2_3_4_5 M Final 2009 REVISED 05252011.XLS,EIA923 SCHEDULES 2_3_4_5 Final 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zJA?fb{r8CTC$9WO0_cB3{}s9a$>8rE|L+W9F{uAjm{OJly#6_$pio|4_^&Rgj79x= G_rCzE_Yh0~ diff --git a/src/pudl/package_data/glue/utility_id_pudl.csv b/src/pudl/package_data/glue/utility_id_pudl.csv index d3c42908e2..2ec8391f9d 100644 --- a/src/pudl/package_data/glue/utility_id_pudl.csv +++ b/src/pudl/package_data/glue/utility_id_pudl.csv @@ -16342,3 +16342,36 @@ utility_id_pudl,utility_id_ferc1,utility_name_ferc1,utility_id_eia,utility_name_ 16384,,,66290,NSF Energy One LLC 16385,,,66291,Portage Solar Plant 16386,,,66292,Desert Willow Energy Storage +16387,,,66317,"Kola Energy Storage, LLC" +16388,,,66336,"Wild Plains Wind Project, LLC" +16389,,,66352,SMT Ironman BESS LLC +16390,,,66345,"Sebree Solar, LLC" +16391,,,66354,"Anole Energy Storage, LLC" +16392,,,66351,Citadel BESS LLC +16393,,,66348,"Silver State South Storage, LLC" +16394,,,65860,"Madison Fields Solar Project, LLC" +16395,,,66346,"Silver Peak Solar, LLC" +16396,,,66314,JGT2 Energy LLC +16397,,,66318,"Zeta Solar, LLC" +16398,,,66334,Twin Lakes Solar LLC +16399,,,66319,"Heartwood Solar, LLC" +16400,,,66360,Reliability Design & Development LLC +16401,,,66320,"White Tail Solar, LLC" +16402,,,66350,Wigeon Whistle BESS LLC +16403,,,66338,Al Pastor BESS LLC +16404,,,66316,"Northumberland Solar I, LLC" +16405,,,66331,"Birch Creek Power, LLC" +16406,,,66347,"Placid Solar II, LLC" +16407,,,66335,REV Renewables LLC +16408,,,66294,"NSF Torrey Site 2, LLC" +16409,,,66300,NY CDG Genesee 1 LLC +16410,,,66321,NY CDG Montgomery 1 LLC +16411,,,66293,"NSF Torrey Site 3, LLC" +16412,,,66295,"NSF Torrey Site 1, LLC" +16413,,,66301,NY CDG Genesee 4 LLC +16414,,,66342,"Catalyze Joliet 1101 Cherry Hill Road Microgrid, LLC" +16415,,,66305,"Rio Vista Executive Boat & RV Storage, LLC" +16416,,,66304,PFMD LL Baltimore LLC +16417,,,66303,PFMD LL Jessup LLC +16418,,,66306,Town Of Cary +16419,,,66343,"Catalyze Rochelle Wiscold Drive Microgrid, LLC" From c8e4fdee5a46ebb96e29ce538cf80ce7c992c0e7 Mon Sep 17 00:00:00 2001 From: Austen Sharpe Date: Tue, 6 Aug 2024 19:10:06 -0600 Subject: [PATCH 5/6] update minmax row validation test --- test/validate/eia_test.py | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/test/validate/eia_test.py b/test/validate/eia_test.py index 1977960641..e7bec0563a 100644 --- a/test/validate/eia_test.py +++ b/test/validate/eia_test.py @@ -46,17 +46,17 @@ def test_no_null_cols_eia(pudl_out_eia, live_dbs, cols, df_name): @pytest.mark.parametrize( "df_name,raw_rows,monthly_rows,annual_rows", [ - ("bf_eia923", 1_642_829, 1_642_829, 135_980), + ("bf_eia923", 1_642_806, 1_642_806, 135_980), ("bga_eia860", 153_487, 153_487, 153_487), - ("boil_eia860", 89_051, 89_051, 89_051), + ("boil_eia860", 89_050, 89_050, 89_050), ("frc_eia923", 673_343, 274_479, 26_709), ("gen_eia923", None, 5_494_932, 459_711), - ("gens_eia860", 590_881, 590_881, 590_881), - ("gf_eia923", 3_064_042, 3_064_042, 260_842), + ("gens_eia860", 591_256, 591_256, 591_256), + ("gf_eia923", 3_064_045, 3_064_045, 260_842), ("own_eia860", 95_104, 95_104, 95_104), - ("plants_eia860", 215_884, 215_884, 215_884), - ("pu_eia860", 214_965, 214_965, 214_965), - ("utils_eia860", 147_877, 147_877, 147_877), + ("plants_eia860", 216_206, 216_206, 216_206), + ("pu_eia860", 215_288, 215_288, 215_288), + ("utils_eia860", 147_922, 147_922, 147_922), ("emissions_control_equipment_eia860", 62_102, 62_102, 62_102), ("denorm_emissions_control_equipment_eia860", 62_102, 62_102, 62_102), ("boiler_emissions_control_equipment_assn_eia860", 83_977, 83_977, 83_977), From 522a94b0ff649c164d159462cf4d5d7c2cd66ac9 Mon Sep 17 00:00:00 2001 From: Austen Sharpe Date: Fri, 9 Aug 2024 15:34:45 -0600 Subject: [PATCH 6/6] Add description of duplicate rows to docs and docstrings --- docs/templates/eia923_child.rst.jinja | 34 +++++++++++++++++++++++++++ src/pudl/transform/eia923.py | 5 ++++ 2 files changed, 39 insertions(+) diff --git a/docs/templates/eia923_child.rst.jinja b/docs/templates/eia923_child.rst.jinja index 3588de9c2c..c82855acfd 100644 --- a/docs/templates/eia923_child.rst.jinja +++ b/docs/templates/eia923_child.rst.jinja @@ -91,4 +91,38 @@ Data Estimates Plants that did not respond or reported unverified data were recorded as estimates rolled in with the state/fuel aggregates values reported under the plant id 99999. +Boiler Fuel Primary Keys +------------------------ +The :ref:`core_eia923__monthly_boiler_fuel` table has several sneaky primary keys and duplicate rows. +The main primary keys for the table are: ``plant_id_eia, boiler_id, energy_source_code, prime_mover_code, +report_date``. There are some rows that also differ based on ``associated_combined_heat_power``, due +to mid-year retirement of units that are assocated with combine heat and power systems, and +``operator_name``, due to lenient standards for string columns (the all have the same ``operator_id`` +value). We drop both the ``associated_combined_heat_power`` and ``operator_name`` fields from the final +normalized table, causing duplicate rows. Luckily, these rows don't provide any conflicting information. +Because they are the same plant, when one row contains an NA value, the other contains a numeric value. +We can easily drop duplicates based on which rows contain NA values with no duplicate value reconciling +necessary. + +There are still more duplicate rows with identical qualitative plant information. Luckily, none of these +duplicates contain conflicting information either. All duplicate rows have at least one row containing +solely NA and 0 values. + +To address both issues at once, we drop all the duplicate rows with NA or 0 values in the non primary +key columns. One side affect of this is that duplicate rows where both rows contain NA and 0 values will +both get dropped. This leads to gaps in the data where certain months are missing. These values can be +assumed to be 0 or NA. + +Boiler Fuel Years +----------------- +The :ref:`core_eia923__monthly_boiler_fuel` table reports all months in a given year, even if there is +no data. At present, we haven't truncated the data after the most recently integrated month, so you will +see all months. + +Fluctuations in row count between each quarterly update are therefore due to changes in primary key +quirks as described above. + + + + {%- endblock %} diff --git a/src/pudl/transform/eia923.py b/src/pudl/transform/eia923.py index fcf9a966c5..64cf1b33e2 100644 --- a/src/pudl/transform/eia923.py +++ b/src/pudl/transform/eia923.py @@ -833,6 +833,11 @@ def _core_eia923__boiler_fuel(raw_eia923__boiler_fuel: pd.DataFrame) -> pd.DataF * Create a fuel_type_code_pudl field that organizes fuel types into clean, distinguishable categories. * Combine year and month columns into a single date column. + * Drop duplicate rows with NA or 0 in all value columns. + + Eventually we should truncate this table by the last year-month that was integrated. + Right now all months get integrated for a given year, regardless of whether there's + data for them. Args: raw_eia923__boiler_fuel: The raw ``raw_eia923__boiler_fuel`` dataframe.

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