From 4806471fd85e821d8c9e1b6e5a229ec0d15e930a Mon Sep 17 00:00:00 2001 From: Konstantin Stadler Date: Mon, 22 Oct 2018 14:34:42 +0200 Subject: [PATCH] rebuild docs for v3.7 --- CHANGELOG.rst | 2 + doc/source/api_doc/pymrio.download_eora26.rst | 6 - doc/source/api_doc/pymrio.parse_exiobase3.rst | 6 + doc/source/api_references.rst | 7 +- .../notebooks/aggregation_examples.ipynb | 10 +- doc/source/notebooks/autodownload.ipynb | 54 +++--- doc/source/notebooks/buildflowmatrix.ipynb | 4 +- doc/source/notebooks/load_save_export.ipynb | 26 +-- doc/source/notebooks/metadata.ipynb | 168 +++++++++--------- .../pymrio_directly_assign_attributes.ipynb | 87 ++++++--- .../notebooks/working_with_eora26.ipynb | 44 ++--- .../notebooks/working_with_exiobase.ipynb | 52 +++--- doc/source/notebooks/working_with_wiod.ipynb | 20 +-- 13 files changed, 255 insertions(+), 231 deletions(-) delete mode 100644 doc/source/api_doc/pymrio.download_eora26.rst create mode 100644 doc/source/api_doc/pymrio.parse_exiobase3.rst diff --git a/CHANGELOG.rst b/CHANGELOG.rst index b6f2491b..80a06b15 100644 --- a/CHANGELOG.rst +++ b/CHANGELOG.rst @@ -29,8 +29,10 @@ Removed functionality Misc ==== +* pymrio now depends on python > 3.6 * Stressed the issue driven development in CONTRIBUTING.rst + *********************** v0.3.6 (March 12, 2018) *********************** diff --git a/doc/source/api_doc/pymrio.download_eora26.rst b/doc/source/api_doc/pymrio.download_eora26.rst deleted file mode 100644 index fa04d40a..00000000 --- a/doc/source/api_doc/pymrio.download_eora26.rst +++ /dev/null @@ -1,6 +0,0 @@ -pymrio\.download\_eora26 -======================== - -.. currentmodule:: pymrio - -.. autofunction:: download_eora26 \ No newline at end of file diff --git a/doc/source/api_doc/pymrio.parse_exiobase3.rst b/doc/source/api_doc/pymrio.parse_exiobase3.rst new file mode 100644 index 00000000..f66e36ba --- /dev/null +++ b/doc/source/api_doc/pymrio.parse_exiobase3.rst @@ -0,0 +1,6 @@ +pymrio\.parse\_exiobase3 +======================== + +.. currentmodule:: pymrio + +.. autofunction:: parse_exiobase3 \ No newline at end of file diff --git a/doc/source/api_references.rst b/doc/source/api_references.rst index 8ff775b2..46fab055 100644 --- a/doc/source/api_references.rst +++ b/doc/source/api_references.rst @@ -23,8 +23,8 @@ Download MRIO databases =========================== Download publicly EE MRIO databases from the web. -This is currently implemented for the WIOD_ and EORA26_ database -(EXIOBASE_ requires registration before downloading). +This is currently implemented for the WIOD_ database +(EXIOBASE_ and EORA26_ require registration before downloading). .. _EXIOBASE: http://www.exiobase.eu/ @@ -35,8 +35,6 @@ This is currently implemented for the WIOD_ and EORA26_ database :toctree: api_doc/ download_wiod2013 - download_eora26 - Raw data ======== @@ -46,6 +44,7 @@ Raw data parse_exiobase1 parse_exiobase2 + parse_exiobase3 generic_exiobase12_parser parse_wiod parse_eora26 diff --git a/doc/source/notebooks/aggregation_examples.ipynb b/doc/source/notebooks/aggregation_examples.ipynb index 2e487386..b3983ebb 100644 --- a/doc/source/notebooks/aggregation_examples.ipynb +++ b/doc/source/notebooks/aggregation_examples.ipynb @@ -61,7 +61,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -135,7 +135,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 5, @@ -173,7 +173,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -532,7 +532,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 18, @@ -736,7 +736,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 24, diff --git a/doc/source/notebooks/autodownload.ipynb b/doc/source/notebooks/autodownload.ipynb index af1d344b..b6cec47b 100644 --- a/doc/source/notebooks/autodownload.ipynb +++ b/doc/source/notebooks/autodownload.ipynb @@ -76,7 +76,7 @@ }, "outputs": [], "source": [ - "wiod_folder = '/tmp/mrios/WIOD2013'" + "wiod_folder = '/tmp/mrios/autodownload/WIOD2013'" ] }, { @@ -120,18 +120,18 @@ "MRIO Name: WIOD\n", "System: ixi\n", "Version: data13\n", - "File: /tmp/mrios/WIOD2013/metadata.json\n", + "File: /tmp/mrios/autodownload/WIOD2013/metadata.json\n", "History:\n", - "20180912 09:17:19 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/water/wat_may12.zip to wat_may12.zip\n", - "20180912 09:17:18 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/materials/mat_may12.zip to mat_may12.zip\n", - "20180912 09:17:18 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/land/lan_may12.zip to lan_may12.zip\n", - "20180912 09:17:18 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/AIR/AIR_may12.zip to AIR_may12.zip\n", - "20180912 09:17:17 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", - "20180912 09:17:17 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EM/EM_may12.zip to EM_may12.zip\n", - "20180912 09:17:16 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", - "20180912 09:17:15 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/SEA/WIOD_SEA_July14.xlsx to WIOD_SEA_July14.xlsx\n", - "20180912 09:17:14 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/update_sep12/wiot/wiot09_row_sep12.xlsx to wiot09_row_sep12.xlsx\n", - "20180912 09:17:13 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", + "20181022 14:09:45 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/water/wat_may12.zip to wat_may12.zip\n", + "20181022 14:09:45 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/materials/mat_may12.zip to mat_may12.zip\n", + "20181022 14:09:44 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/land/lan_may12.zip to lan_may12.zip\n", + "20181022 14:09:44 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/AIR/AIR_may12.zip to AIR_may12.zip\n", + "20181022 14:09:43 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", + "20181022 14:09:43 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EM/EM_may12.zip to EM_may12.zip\n", + "20181022 14:09:42 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", + "20181022 14:09:41 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/SEA/WIOD_SEA_July14.xlsx to WIOD_SEA_July14.xlsx\n", + "20181022 14:09:41 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/update_sep12/wiot/wiot09_row_sep12.xlsx to wiot09_row_sep12.xlsx\n", + "20181022 14:09:39 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", " ... (more lines in history)\n" ] } @@ -290,11 +290,13 @@ "Version: data13\n", "File: /tmp/foo_folder/WIOD2013_res/metadata.json\n", "History:\n", - "20180912 09:18:21 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", - "20180912 09:18:21 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", - "20180912 09:18:20 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", - "20180912 09:18:19 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot97_row_apr12.xlsx to wiot97_row_apr12.xlsx\n", - "20180912 09:18:18 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot05_row_apr12.xlsx to wiot05_row_apr12.xlsx\n" + "20181022 14:08:41 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot01_row_apr12.xlsx to wiot01_row_apr12.xlsx\n", + "20181022 14:08:40 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot00_row_apr12.xlsx to wiot00_row_apr12.xlsx\n", + "20181022 14:08:39 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", + "20181022 14:08:38 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", + "20181022 14:08:37 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", + "20181022 14:08:36 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot97_row_apr12.xlsx to wiot97_row_apr12.xlsx\n", + "20181022 14:08:35 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot05_row_apr12.xlsx to wiot05_row_apr12.xlsx\n" ] } ], @@ -347,13 +349,13 @@ "Version: data13\n", "File: /tmp/foo_folder/WIOD2013_res/metadata.json\n", "History:\n", - "20180912 09:18:24 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot01_row_apr12.xlsx to wiot01_row_apr12.xlsx\n", - "20180912 09:18:23 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot00_row_apr12.xlsx to wiot00_row_apr12.xlsx\n", - "20180912 09:18:21 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", - "20180912 09:18:21 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", - "20180912 09:18:20 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", - "20180912 09:18:19 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot97_row_apr12.xlsx to wiot97_row_apr12.xlsx\n", - "20180912 09:18:18 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot05_row_apr12.xlsx to wiot05_row_apr12.xlsx\n" + "20181022 14:08:41 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot01_row_apr12.xlsx to wiot01_row_apr12.xlsx\n", + "20181022 14:08:40 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot00_row_apr12.xlsx to wiot00_row_apr12.xlsx\n", + "20181022 14:08:39 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/CO2/CO2_may12.zip to CO2_may12.zip\n", + "20181022 14:08:38 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/EU/EU_may12.zip to EU_may12.zip\n", + "20181022 14:08:37 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot04_row_apr12.xlsx to wiot04_row_apr12.xlsx\n", + "20181022 14:08:36 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot97_row_apr12.xlsx to wiot97_row_apr12.xlsx\n", + "20181022 14:08:35 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/wiot_analytic/wiot05_row_apr12.xlsx to wiot05_row_apr12.xlsx\n" ] } ], @@ -402,7 +404,7 @@ "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python [default]", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -416,7 +418,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.6.3" } }, "nbformat": 4, diff --git a/doc/source/notebooks/buildflowmatrix.ipynb b/doc/source/notebooks/buildflowmatrix.ipynb index d3b45047..e3c323d9 100644 --- a/doc/source/notebooks/buildflowmatrix.ipynb +++ b/doc/source/notebooks/buildflowmatrix.ipynb @@ -889,7 +889,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 7, @@ -2251,7 +2251,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, diff --git a/doc/source/notebooks/load_save_export.ipynb b/doc/source/notebooks/load_save_export.ipynb index 5d5b0357..2c7ca9fc 100644 --- a/doc/source/notebooks/load_save_export.ipynb +++ b/doc/source/notebooks/load_save_export.ipynb @@ -56,7 +56,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 2, @@ -106,16 +106,16 @@ "Version: v1\n", "File: /tmp/testmrio/full/metadata.json\n", "History:\n", - "20180907 13:35:15 - FILEIO - Added satellite account from /tmp/testmrio/full/factor_inputs\n", - "20180907 13:35:15 - FILEIO - Added satellite account from /tmp/testmrio/full/emissions\n", - "20180907 13:35:15 - FILEIO - Loaded IO system from /tmp/testmrio/full\n", - "20180907 13:35:15 - FILEIO - Saved testmrio to /tmp/testmrio/full\n", - "20180907 13:35:15 - MODIFICATION - Calculating accounts for extension emissions\n", - "20180907 13:35:15 - MODIFICATION - Calculating accounts for extension factor_inputs\n", - "20180907 13:35:15 - MODIFICATION - Leontief matrix L calculated\n", - "20180907 13:35:15 - MODIFICATION - Coefficient matrix A calculated\n", - "20180907 13:35:15 - MODIFICATION - Industry output x calculated\n", - "20180907 13:35:15 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", + "20181022 14:11:29 - FILEIO - Added satellite account from /tmp/testmrio/full/factor_inputs\n", + "20181022 14:11:29 - FILEIO - Added satellite account from /tmp/testmrio/full/emissions\n", + "20181022 14:11:29 - FILEIO - Loaded IO system from /tmp/testmrio/full\n", + "20181022 14:11:29 - FILEIO - Saved testmrio to /tmp/testmrio/full\n", + "20181022 14:11:29 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:29 - MODIFICATION - Calculating accounts for extension factor_inputs\n", + "20181022 14:11:29 - MODIFICATION - Leontief matrix L calculated\n", + "20181022 14:11:29 - MODIFICATION - Coefficient matrix A calculated\n", + "20181022 14:11:29 - MODIFICATION - Industry output x calculated\n", + "20181022 14:11:29 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", " ... (more lines in history)" ] }, @@ -446,7 +446,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 14, @@ -484,7 +484,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 16, diff --git a/doc/source/notebooks/metadata.ipynb b/doc/source/notebooks/metadata.ipynb index f92d3900..cafade04 100644 --- a/doc/source/notebooks/metadata.ipynb +++ b/doc/source/notebooks/metadata.ipynb @@ -40,7 +40,7 @@ "Version: v1\n", "File: /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio/metadata.json\n", "History:\n", - "20180111 11:02:58 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", + "20181022 14:11:43 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", "20171024 12:11:47 - FILEIO - Created metadata file ../test_mrio/metadata.json" ] }, @@ -68,8 +68,8 @@ "Version: v1\n", "File: /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio/metadata.json\n", "History:\n", - "20180111 11:02:58 - NOTE - Loaded the pymrio test sytem\n", - "20180111 11:02:58 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", + "20181022 14:11:43 - NOTE - Loaded the pymrio test sytem\n", + "20181022 14:11:43 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio\n", "20171024 12:11:47 - FILEIO - Created metadata file ../test_mrio/metadata.json\n" ] } @@ -93,7 +93,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 4, @@ -120,16 +120,16 @@ "Version: v1\n", "File: /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio/metadata.json\n", "History:\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs\n", - "20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", - "20180111 11:03:02 - MODIFICATION - Aggregate population vector\n", - "20180111 11:03:02 - MODIFICATION - Aggregate industry output x\n", - "20180111 11:03:02 - MODIFICATION - Aggregate transaction matrix Z\n", - "20180111 11:03:02 - MODIFICATION - Aggregate final demand y\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate population vector\n", + "20181022 14:11:43 - MODIFICATION - Aggregate industry output x\n", + "20181022 14:11:43 - MODIFICATION - Aggregate transaction matrix Z\n", + "20181022 14:11:43 - MODIFICATION - Aggregate final demand y\n", + "20181022 14:11:43 - MODIFICATION - Reset to absolute flows\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions\n", " ... (more lines in history)" ] }, @@ -172,16 +172,16 @@ "Version: v1\n", "File: /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio/metadata.json\n", "History:\n", - "20180111 11:03:09 - NOTE - First round of calculations finished\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs\n", - "20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", - "20180111 11:03:02 - MODIFICATION - Aggregate population vector\n", - "20180111 11:03:02 - MODIFICATION - Aggregate industry output x\n", - "20180111 11:03:02 - MODIFICATION - Aggregate transaction matrix Z\n", - "20180111 11:03:02 - MODIFICATION - Aggregate final demand y\n", + "20181022 14:11:43 - NOTE - First round of calculations finished\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate population vector\n", + "20181022 14:11:43 - MODIFICATION - Aggregate industry output x\n", + "20181022 14:11:43 - MODIFICATION - Aggregate transaction matrix Z\n", + "20181022 14:11:43 - MODIFICATION - Aggregate final demand y\n", + "20181022 14:11:43 - MODIFICATION - Reset to absolute flows\n", " ... (more lines in history)" ] }, @@ -209,7 +209,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 8, @@ -246,16 +246,16 @@ "Version: v1\n", "File: /tmp/foo/metadata.json\n", "History:\n", - "20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/factor_inputs\n", - "20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/emissions\n", - "20180111 11:03:12 - FILEIO - Loaded IO system from /tmp/foo\n", - "20180111 11:03:12 - FILEIO - Saved testmrio to /tmp/foo\n", - "20180111 11:03:09 - NOTE - First round of calculations finished\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs\n", - "20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/factor_inputs\n", + "20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/emissions\n", + "20181022 14:11:43 - FILEIO - Loaded IO system from /tmp/foo\n", + "20181022 14:11:43 - FILEIO - Saved testmrio to /tmp/foo\n", + "20181022 14:11:43 - NOTE - First round of calculations finished\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate population vector\n", " ... (more lines in history)" ] }, @@ -300,16 +300,16 @@ "Version: v2\n", "File: /tmp/foo/metadata.json\n", "History:\n", - "20180111 11:03:13 - METADATA_CHANGE - Changed parameter \"version\" from \"v1\" to \"v2\"\n", - "20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/factor_inputs\n", - "20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/emissions\n", - "20180111 11:03:12 - FILEIO - Loaded IO system from /tmp/foo\n", - "20180111 11:03:12 - FILEIO - Saved testmrio to /tmp/foo\n", - "20180111 11:03:09 - NOTE - First round of calculations finished\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions\n", - "20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs\n", - "20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand\n", - "20180111 11:03:02 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:44 - METADATA_CHANGE - Changed parameter \"version\" from \"v1\" to \"v2\"\n", + "20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/factor_inputs\n", + "20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/emissions\n", + "20181022 14:11:43 - FILEIO - Loaded IO system from /tmp/foo\n", + "20181022 14:11:43 - FILEIO - Saved testmrio to /tmp/foo\n", + "20181022 14:11:43 - NOTE - First round of calculations finished\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions\n", + "20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", + "20181022 14:11:43 - MODIFICATION - Aggregate extensions...\n", " ... (more lines in history)" ] }, @@ -337,29 +337,28 @@ { "data": { "text/plain": [ - "['20180111 11:03:13 - METADATA_CHANGE - Changed parameter \"version\" from \"v1\" to \"v2\"',\n", - " '20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/factor_inputs',\n", - " '20180111 11:03:12 - FILEIO - Added satellite account from /tmp/foo/emissions',\n", - " '20180111 11:03:12 - FILEIO - Loaded IO system from /tmp/foo',\n", - " '20180111 11:03:12 - FILEIO - Saved testmrio to /tmp/foo',\n", - " '20180111 11:03:09 - NOTE - First round of calculations finished',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate extensions...',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate extensions...',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate population vector',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate industry output x',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate transaction matrix Z',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate final demand y',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand',\n", - " '20180111 11:03:02 - MODIFICATION - Leontief matrix L calculated',\n", - " '20180111 11:03:02 - MODIFICATION - Coefficient matrix A calculated',\n", - " '20180111 11:03:02 - MODIFICATION - Industry output x calculated',\n", - " '20180111 11:02:58 - NOTE - Loaded the pymrio test sytem',\n", - " '20180111 11:02:58 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio',\n", + "['20181022 14:11:44 - METADATA_CHANGE - Changed parameter \"version\" from \"v1\" to \"v2\"',\n", + " '20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/factor_inputs',\n", + " '20181022 14:11:44 - FILEIO - Added satellite account from /tmp/foo/emissions',\n", + " '20181022 14:11:43 - FILEIO - Loaded IO system from /tmp/foo',\n", + " '20181022 14:11:43 - FILEIO - Saved testmrio to /tmp/foo',\n", + " '20181022 14:11:43 - NOTE - First round of calculations finished',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate extensions...',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate extensions...',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate population vector',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate industry output x',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate transaction matrix Z',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate final demand y',\n", + " '20181022 14:11:43 - MODIFICATION - Reset to absolute flows',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", + " '20181022 14:11:43 - MODIFICATION - Leontief matrix L calculated',\n", + " '20181022 14:11:43 - MODIFICATION - Coefficient matrix A calculated',\n", + " '20181022 14:11:43 - MODIFICATION - Industry output x calculated',\n", + " '20181022 14:11:43 - NOTE - Loaded the pymrio test sytem',\n", + " '20181022 14:11:43 - FILEIO - Load test_mrio from /home/konstans/proj/pymrio/pymrio/mrio_models/test_mrio',\n", " '20171024 12:11:47 - FILEIO - Created metadata file ../test_mrio/metadata.json']" ] }, @@ -387,21 +386,20 @@ { "data": { "text/plain": [ - "['20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate extensions...',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate extensions...',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate population vector',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate industry output x',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate transaction matrix Z',\n", - " '20180111 11:03:02 - MODIFICATION - Aggregate final demand y',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension emissions',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", - " '20180111 11:03:02 - MODIFICATION - Calculating aggregated final demand',\n", - " '20180111 11:03:02 - MODIFICATION - Leontief matrix L calculated',\n", - " '20180111 11:03:02 - MODIFICATION - Coefficient matrix A calculated',\n", - " '20180111 11:03:02 - MODIFICATION - Industry output x calculated']" + "['20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate extensions...',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate extensions...',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate population vector',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate industry output x',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate transaction matrix Z',\n", + " '20181022 14:11:43 - MODIFICATION - Aggregate final demand y',\n", + " '20181022 14:11:43 - MODIFICATION - Reset to absolute flows',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension emissions',\n", + " '20181022 14:11:43 - MODIFICATION - Calculating accounts for extension factor_inputs',\n", + " '20181022 14:11:43 - MODIFICATION - Leontief matrix L calculated',\n", + " '20181022 14:11:43 - MODIFICATION - Coefficient matrix A calculated',\n", + " '20181022 14:11:43 - MODIFICATION - Industry output x calculated']" ] }, "execution_count": 14, @@ -428,8 +426,8 @@ { "data": { "text/plain": [ - "['20180111 11:03:09 - NOTE - First round of calculations finished',\n", - " '20180111 11:02:58 - NOTE - Loaded the pymrio test sytem']" + "['20181022 14:11:43 - NOTE - First round of calculations finished',\n", + " '20181022 14:11:43 - NOTE - Loaded the pymrio test sytem']" ] }, "execution_count": 15, diff --git a/doc/source/notebooks/pymrio_directly_assign_attributes.ipynb b/doc/source/notebooks/pymrio_directly_assign_attributes.ipynb index 7b6d5b63..fdae4425 100644 --- a/doc/source/notebooks/pymrio_directly_assign_attributes.ipynb +++ b/doc/source/notebooks/pymrio_directly_assign_attributes.ipynb @@ -526,7 +526,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 16, @@ -765,7 +765,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 21, @@ -803,7 +803,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 23, @@ -829,11 +829,53 @@ "outputs": [ { "data": { + "text/html": [ + "
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(more lines in history)" + "20181022 14:11:56 - MODIFICATION - Calculating accounts for extension factor_input\n", + "20181022 14:11:56 - MODIFICATION - Flow matrix Z calculated\n", + "20181022 14:11:56 - MODIFICATION - Industry Output x calculated\n", + "20181022 14:11:56 - MODIFICATION - Reset full system to coefficients\n", + "20181022 14:11:56 - NOTE - IOSystem copy IO_copy based on IO\n", + "20181022 14:11:56 - MODIFICATION - Calculating accounts for extension factor_input\n", + "20181022 14:11:56 - MODIFICATION - Leontief matrix L calculated\n", + "20181022 14:11:56 - MODIFICATION - Coefficient matrix A calculated\n", + "20181022 14:11:56 - MODIFICATION - Industry output x calculated" ] }, "execution_count": 25, @@ -887,15 +927,6 @@ "source": [ "io_new_fd.meta" ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "collapsed": true - }, - "outputs": [], - "source": [] } ], "metadata": { @@ -918,5 +949,5 @@ } }, "nbformat": 4, - "nbformat_minor": 1 + "nbformat_minor": 2 } diff --git a/doc/source/notebooks/working_with_eora26.ipynb b/doc/source/notebooks/working_with_eora26.ipynb index 48611f12..dcc78072 100644 --- a/doc/source/notebooks/working_with_eora26.ipynb +++ b/doc/source/notebooks/working_with_eora26.ipynb @@ -60,7 +60,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": { "collapsed": false }, @@ -94,7 +94,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 4, "metadata": { "collapsed": false }, @@ -108,7 +108,7 @@ " dtype='object', name='region', length=189)" ] }, - "execution_count": 5, + "execution_count": 4, "metadata": {}, "output_type": "execute_result" } @@ -126,7 +126,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 5, "metadata": { "collapsed": true }, @@ -137,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 6, "metadata": { "collapsed": false }, @@ -145,10 +145,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 7, + "execution_count": 6, "metadata": {}, "output_type": "execute_result" } @@ -162,7 +162,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 7, "metadata": { "collapsed": false }, @@ -170,10 +170,10 @@ { "data": { "text/plain": [ - "Index(['NON_OECD', 'OECD'], dtype='object', name='region')" + "Index(['NON_OECD', 'OECD', 'Unspecified region'], dtype='object', name='region')" ] }, - "execution_count": 8, + "execution_count": 7, "metadata": {}, "output_type": "execute_result" } @@ -184,7 +184,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 8, "metadata": { "collapsed": false }, @@ -192,10 +192,10 @@ { "data": { "text/plain": [ - "" + "" ] }, - "execution_count": 9, + "execution_count": 8, "metadata": {}, "output_type": "execute_result" } @@ -206,24 +206,16 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 9, "metadata": { "collapsed": false }, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "/home/konstans/proj/pymrio/pymrio/core/mriosystem.py:886: PerformanceWarning: indexing past lexsort depth may impact performance.\n", - " _data = pd.DataFrame(getattr(self, accounts[key]).ix[row].T)\n" - ] - }, { "data": { - "image/png": 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XFRAQgK5duyIrKws7duzQMy4RERGRYRVb4PTt27fUlW1sbPDuu+9WaCAiIiKi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\nERERkYijgCMiIiIRRwFHREREIs6fbVe1KS1fno8AAAAASUVORK5CYII=\n", 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ZGQBw584d3TJXrlzJ9edQQXLbV1Q+vNIFTm4WL16MsLAwfPvtt+jXrx+WLl0KAOjevTsO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\nACDm/B+i84hCLNKnGAAAAABJRU5ErkJggg==\n", "text/plain": [ - "" + "" ] }, "metadata": {}, @@ -248,7 +240,7 @@ "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python [default]", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -262,7 +254,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.6.3" } }, "nbformat": 4, diff --git a/doc/source/notebooks/working_with_exiobase.ipynb b/doc/source/notebooks/working_with_exiobase.ipynb index 75c40797..39dbe20b 100644 --- a/doc/source/notebooks/working_with_exiobase.ipynb +++ b/doc/source/notebooks/working_with_exiobase.ipynb @@ -33,7 +33,7 @@ "cell_type": "markdown", "metadata": {}, "source": [ - " ### EXIOBASE 1" + "### EXIOBASE 1" ] }, { @@ -256,14 +256,14 @@ "Version: 2.2.2\n", "File: None\n", "History:\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data S_resources parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrResources_version2.2.2.txt\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data FY_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDEmissions_version2.2.2.txt\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data S_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrMaterials_version2.2.2.txt\n", - "20181009 22:42:01 - FILEIO - EXIOBASE data FY_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDMaterials_version2.2.2.txt\n", - "20181009 22:42:01 - FILEIO - EXIOBASE data S_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrEmissions_version2.2.2.txt\n", - "20181009 22:42:00 - FILEIO - EXIOBASE data A parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrIot_version2.2.2.txt\n", - "20181009 22:41:23 - FILEIO - EXIOBASE data S_factor_inputs parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFactorInputs_version2.2.2.txt\n", - "20181009 22:41:22 - FILEIO - EXIOBASE data Y parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFinalDemand_version2.2.2.txt" + "20181022 14:14:56 - FILEIO - EXIOBASE data FY_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDMaterials_version2.2.2.txt\n", + "20181022 14:14:56 - FILEIO - EXIOBASE data FY_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDEmissions_version2.2.2.txt\n", + "20181022 14:14:56 - FILEIO - EXIOBASE data S_resources parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrResources_version2.2.2.txt\n", + "20181022 14:14:55 - FILEIO - EXIOBASE data S_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrMaterials_version2.2.2.txt\n", + "20181022 14:14:54 - FILEIO - EXIOBASE data S_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrEmissions_version2.2.2.txt\n", + "20181022 14:14:54 - FILEIO - EXIOBASE data S_factor_inputs parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFactorInputs_version2.2.2.txt\n", + "20181022 14:14:53 - FILEIO - EXIOBASE data Y parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFinalDemand_version2.2.2.txt\n", + "20181022 14:14:53 - FILEIO - EXIOBASE data A parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrIot_version2.2.2.txt" ] }, "execution_count": 6, @@ -298,15 +298,15 @@ "Version: 2.2.2\n", "File: None\n", "History:\n", - "20181009 22:43:22 - NOTE - First test run of EXIOBASE 2\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data S_resources parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrResources_version2.2.2.txt\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data FY_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDEmissions_version2.2.2.txt\n", - "20181009 22:42:03 - FILEIO - EXIOBASE data S_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrMaterials_version2.2.2.txt\n", - "20181009 22:42:01 - FILEIO - EXIOBASE data FY_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDMaterials_version2.2.2.txt\n", - "20181009 22:42:01 - FILEIO - EXIOBASE data S_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrEmissions_version2.2.2.txt\n", - "20181009 22:42:00 - FILEIO - EXIOBASE data A parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrIot_version2.2.2.txt\n", - "20181009 22:41:23 - FILEIO - EXIOBASE data S_factor_inputs parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFactorInputs_version2.2.2.txt\n", - "20181009 22:41:22 - FILEIO - EXIOBASE data Y parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFinalDemand_version2.2.2.txt" + "20181022 14:16:04 - NOTE - First test run of EXIOBASE 2\n", + "20181022 14:14:56 - FILEIO - EXIOBASE data FY_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDMaterials_version2.2.2.txt\n", + "20181022 14:14:56 - FILEIO - EXIOBASE data FY_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFDEmissions_version2.2.2.txt\n", + "20181022 14:14:56 - FILEIO - EXIOBASE data S_resources parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrResources_version2.2.2.txt\n", + "20181022 14:14:55 - FILEIO - EXIOBASE data S_materials parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrMaterials_version2.2.2.txt\n", + "20181022 14:14:54 - FILEIO - EXIOBASE data S_emissions parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrEmissions_version2.2.2.txt\n", + "20181022 14:14:54 - FILEIO - EXIOBASE data S_factor_inputs parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFactorInputs_version2.2.2.txt\n", + "20181022 14:14:53 - FILEIO - EXIOBASE data Y parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrFinalDemand_version2.2.2.txt\n", + "20181022 14:14:53 - FILEIO - EXIOBASE data A parsed from /tmp/mrios/exio2/zip/mrIOT_PxP_ita_coefficient_version2.2.2.zip/mrIOT_PxP_ita_coefficient_version2.2.2/mrIot_version2.2.2.txt" ] }, "execution_count": 7, @@ -397,7 +397,7 @@ { "data": { "text/plain": [ - "['resources', 'impact', 'materials', 'factor_inputs', 'emissions']" + "['factor_inputs', 'emissions', 'materials', 'resources', 'impact']" ] }, "execution_count": 10, @@ -433,7 +433,7 @@ { "data": { "text/plain": [ - "" + "" ] }, "execution_count": 11, @@ -461,9 +461,9 @@ "outputs": [ { "data": { - "image/png": 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ZrDwmhDGwQMBXOYwWJk9+usssB1OcfAtzG3HpPZ36NaGhXrEQCOi6cEJ9Xfy5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3ADDwlVTdL0R9sOrfnrSkYciZB9FwBDse/YHlmHzgYPqFWdJV9j2fsT/PS47f/Hf2i7T8zTaJ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8q8SGszjd9M82pr6Y/kiXFTOymPjSn/JlKK0xvV/l0aHYM0PqF8A0nUx//yxDi4P+4FN3sW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\nBMCL6i3Wdqq13xcBXKrefxWAF4QQnUKInQBao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CjJmsPCaEMbBAwFc5jBYmT366yywHU5x8C3Mbcek9nfo1oaFesRAI6LpwQn1d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WAIa+kqr7hagP1vzbY5Y0DDnzIBqOYOdDP7Ackw8eSr8wS7rK/mcy9ud5yfGb/85+kZa/2SZR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+bjjz32o8yLtDbT+M00r7aW/kieGDe1k/LYmPJvIqU4vVHt36XRMUjjE8o3kER9/C9PjIP7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\nVHqe6bouRf+not6kqT9Ft+8yPJj0P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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -735,9 +735,9 @@ "outputs": [ { "data": { - "image/png": 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"text/plain": [ - "" + "" ] }, "metadata": {}, @@ -761,7 +761,7 @@ "metadata": { "anaconda-cloud": {}, "kernelspec": { - "display_name": "Python [default]", + "display_name": "Python 3", "language": "python", "name": "python3" }, @@ -775,7 +775,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.5.2" + "version": "3.6.3" } }, "nbformat": 4, diff --git a/doc/source/notebooks/working_with_wiod.ipynb b/doc/source/notebooks/working_with_wiod.ipynb index c5d2564b..bace37eb 100644 --- a/doc/source/notebooks/working_with_wiod.ipynb +++ b/doc/source/notebooks/working_with_wiod.ipynb @@ -974,16 +974,16 @@ "Version: data13\n", "File: /tmp/mrios/WIOD2013/metadata.json\n", "History:\n", - "20180111 10:33:29 - FILEIO - Extension wat parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:28 - FILEIO - Extension mat parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:27 - FILEIO - Extension lan parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:26 - FILEIO - Extension EU parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:24 - FILEIO - Extension EM parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:23 - FILEIO - Extension CO2 parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:21 - FILEIO - Extension AIR parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:19 - FILEIO - SEA file extension parsed from /tmp/mrios/WIOD2013\n", - "20180111 10:33:13 - FILEIO - WIOD data parsed from /tmp/mrios/WIOD2013/wiot07_row_apr12.xlsx\n", - "20180111 10:11:06 - FILEIO - Downloaded http://www.wiod.org/protected3/data13/water/wat_may12.zip to wat_may12.zip\n", + "20181022 14:18:43 - FILEIO - Extension wat parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:42 - FILEIO - Extension mat parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:41 - FILEIO - Extension lan parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:40 - FILEIO - Extension EU parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:38 - FILEIO - Extension EM parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:37 - FILEIO - Extension CO2 parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:35 - FILEIO - Extension AIR parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:34 - FILEIO - SEA file extension parsed from /tmp/mrios/WIOD2013\n", + "20181022 14:18:27 - METADATA_CHANGE - Changed parameter \"system\" from \"ixi\" to \"industry-by-industry\"\n", + "20181022 14:18:27 - FILEIO - WIOD data parsed from /tmp/mrios/WIOD2013/wiot07_row_apr12.xlsx\n", " ... (more lines in history)\n" ] }