From 4a029c0739f8031bc62bb77b52882652070f43fe Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sun, 20 Nov 2016 23:15:37 -0600 Subject: [PATCH 001/188] add application_name to manually entered engine string --- sqlcell.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index c7e2971..c1e3f23 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -199,7 +199,7 @@ def _SQL(path, cell, __KERNEL_VARS__): __SQLCell_GLOBAL_VARS__.__SAVEDATA__ = PATH = False elif 'ENGINE' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.ENGINE: - engine = create_engine(__SQLCell_GLOBAL_VARS__.ENGINE) + engine = create_engine(__SQLCell_GLOBAL_VARS__.ENGINE + application_name) args = path.split(' ') for i in args: @@ -207,6 +207,7 @@ def _SQL(path, cell, __KERNEL_VARS__): if i.startswith('MAKE_GLOBAL'): glovar = i.split('=') exec(glovar[0]+'='+glovar[1]+'=None') + exec('__SQLCell_GLOBAL_VARS__.'+i) elif i.startswith('DB'): db = i.replace('DB=', '') __SQLCell_GLOBAL_VARS__.DB = db @@ -219,6 +220,8 @@ def _SQL(path, cell, __KERNEL_VARS__): line = re.sub("default_db = '.*'","default_db = '"+db+"'", line) print line, + exec('__SQLCell_GLOBAL_VARS__.'+i) + elif i.startswith('ENGINE'): exec("global ENGINE\nENGINE="+i.replace('ENGINE=', "")) if ENGINE != str(engine.url): @@ -227,11 +230,11 @@ def _SQL(path, cell, __KERNEL_VARS__): driver, username = conn_str.drivername, conn_str.username password, host = conn_str.password, conn_str.host port, db = conn_str.port, conn_str.database + exec('__SQLCell_GLOBAL_VARS__.ENGINE="'+i.replace('ENGINE=', "").replace("'", '')+application_name+'"') else: exec(i) - - exec('__SQLCell_GLOBAL_VARS__.'+i) + exec('__SQLCell_GLOBAL_VARS__.'+i) display( HTML( From 656d3f4e26097dee9a47ed6cd28c007136b4c403 Mon Sep 17 00:00:00 2001 From: Allyson Oakley-Dobbins Date: Tue, 22 Nov 2016 17:49:45 -0600 Subject: [PATCH 002/188] update install instructions --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 662010c..d9416c6 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,7 @@ Just clone the repo and `cp` the app to Jupyter's startup directory: $ cd .ipython/profile_default/startup # or wherever your startup directory is $ git clone https://github.com/tmthyjames/SQLCell.git - $ cp SQLCell/app.py app.py # place app.py in the startup folder so it will get executed + $ cp SQLCell/sqlcell_app.py sqlcell_app.py # place app.py in the startup folder so it will get executed Then in the engine_config.py file, define your connection variables. If you don't add them to engine_config.py, then you'll have to pass a connection string to the ENGINE parameter everytime you use `%%sql`, like so: From 37cb18dd51d64e0003f38921e817ececa88a22cd Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Tue, 22 Nov 2016 18:20:08 -0600 Subject: [PATCH 003/188] fix issue where DB=X and X was undefined --- sqlcell.py | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index c1e3f23..094d417 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -100,7 +100,7 @@ def _repr_html_(self, n_rows=100): @threaded def display(self, columns=[], msg=None): table_str = HTMLTable([columns] + self.data, self.id_)._repr_html_(n_rows=100) - table_str = table_str.replace(' Date: Tue, 22 Nov 2016 19:50:45 -0600 Subject: [PATCH 004/188] fix TypeError from with __GETDATA__ btn --- sqlcell.py | 10 ++++++---- 1 file changed, 6 insertions(+), 4 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index 094d417..d9fca57 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -206,9 +206,11 @@ def _SQL(path, cell, __KERNEL_VARS__): if i: glovar = i.split('=') if i.startswith('MAKE_GLOBAL'): - exec(glovar[0]+'='+glovar[1]+'=None') - exec('__SQLCell_GLOBAL_VARS__.'+i) + make_global_param = glovar + exec(make_global_param[0]+'='+make_global_param[1]+'=None') + exec('__SQLCell_GLOBAL_VARS__.'+make_global_param[0] + '="' + make_global_param[1] + '"') elif i.startswith('DB'): + db_param = glovar db = i.replace('DB=', '') __SQLCell_GLOBAL_VARS__.DB = db engine = engine if 'ENGINE' in dir(__SQLCell_GLOBAL_VARS__) else create_engine(driver+"://"+username+":"+password+"@"+host+":"+port+"/"+db+application_name) @@ -220,7 +222,7 @@ def _SQL(path, cell, __KERNEL_VARS__): line = re.sub("default_db = '.*'","default_db = '"+db+"'", line) print line, - exec('__SQLCell_GLOBAL_VARS__.'+glovar[0] + '="' + glovar[1] + '"') + exec('__SQLCell_GLOBAL_VARS__.'+db_param[0] + '="' + db_param[1] + '"') elif i.startswith('ENGINE'): exec("global ENGINE\nENGINE="+i.replace('ENGINE=', "")) @@ -471,7 +473,7 @@ def _SQL(path, cell, __KERNEL_VARS__): return None if 'MAKE_GLOBAL' in locals(): - exec('__builtin__.' + glovar[1] + '=df if \'RAW\' not in locals() else table_data') + exec('__builtin__.' + make_global_param[1] + '=df if \'RAW\' not in locals() else table_data') str_data = df.to_csv(sep="\t") # for downloading From 9e6596ee7e9356b6d6435b569c4a18be3be7c268 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 21:56:33 -0600 Subject: [PATCH 005/188] Update README.md --- README.md | 13 ++++++++++++- 1 file changed, 12 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index d9416c6..c5f3e81 100644 --- a/README.md +++ b/README.md @@ -61,7 +61,18 @@ To use SQLAlchemy's named parameters (it's nice to just copy and paste if you us development/editing and don't want to delete all SQLALchemy paramters just to run a query), use the PARAMS argument. -![make_global](images/named_params.png?raw=true) + In[1]: # define your parameters in a python cell + name = '1976' + period = 'M01' + +Now in a `%%sql` cell: + + %%sql + SELECT * + FROM la_unemployment + WHERE year = %(year)s + AND period = %(period)s + LIMIT 5 And my favorite. You can assign the dataframe to a variable like this useing the MAKE_GLOBAL argument: From 11f925c98165692858c115eb76d8206cadecc8ae Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 23:02:06 -0600 Subject: [PATCH 006/188] Update README.md --- README.md | 85 ++++++++++++++++++++++++++++++++++--------------------- 1 file changed, 52 insertions(+), 33 deletions(-) diff --git a/README.md b/README.md index c5f3e81..a5fe39a 100644 --- a/README.md +++ b/README.md @@ -22,8 +22,8 @@ Uses Jupyter magic function to run SQL queries in Jupyter Notebook. series_idyearperiodvaluefootnote_codes1LASST4700000000000031976M016.2None2LASST4700000000000031976M026.1None3LASST4700000000000031976M036.0None -![make_global](images/initial.png?raw=true) For the rest of the session, you won't have to use the DB argument unless you want to change databases. -![make_global](images/second_run.png?raw=true) + In [4]: %%sql DB=bls + SELECT * + FROM avg_price LIMIT 3 +
series_idyearperiodvalue
1APU00007011111980M010.203
2APU00007011111980M020.205
3APU00007011111980M030.211
To switch databases, just invoke the DB argument again with a different database: -![make_global](images/change_db_name.png?raw=true) + In [5]: %%sql DB=sports + SELECT * + FROM nba LIMIT 3 +
dateofteamoppptsfgfg_attftft_attfg3fg3_attoff_reboundsdef_reboundsasstblksfoulsstlsturnovers
12015-10-27DETATL106379620261229233623315515
22015-10-27ATLDET943782121582773322425915
32015-10-27CLECHI9538941017929113926721511
To write the data to a CSV, use the PATH argument: -![make_global](images/to_csv.png?raw=true) + In [6]: %%sql DB=sports PATH='///.csv' + SELECT * + FROM nba LIMIT 3 +
dateofteamoppptsfgfg_attftft_attfg3fg3_attoff_reboundsdef_reboundsasstblksfoulsstlsturnovers
12015-10-27DETATL106379620261229233623315515
22015-10-27ATLDET943782121582773322425915
32015-10-27CLECHI9538941017929113926721511
To use SQLAlchemy's named parameters (it's nice to just copy and paste if you use Jupyter for development/editing and don't want to delete all SQLALchemy paramters just to run a query), use the PARAMS argument. - In[1]: # define your parameters in a python cell - name = '1976' - period = 'M01' + In[7]: # define your parameters in a python cell + name = '1976' + period = 'M01' Now in a `%%sql` cell: - %%sql - SELECT * - FROM la_unemployment - WHERE year = %(year)s - AND period = %(period)s - LIMIT 5 + In [8]: %%sql DB=bls + SELECT * + FROM la_unemployment + WHERE year = %(year)s + AND period = %(period)s + LIMIT 3 +
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
And my favorite. You can assign the dataframe to a variable like this useing the MAKE_GLOBAL argument: -![make_global](images/make_global.png?raw=true) - -With all arguments specified: - -![make_global](images/all_options.png?raw=true) - -And for those few people who have Jupyter but not pandas, I thought about you. If you have pandas, a dataframe -will be returned. If not, you'll get a simple HTML table to view the data, without any additional configuration. + In [9]: %%sql MAKE_GLOBAL=WHATEVER_NAME_YOU_WANT + SELECT * + FROM la_unemployment + WHERE year = %(year)s + AND period = %(period)s + LIMIT 3 +
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
-![make_global](images/without_pandas.png?raw=true) +And call the variable: -NEW FEATURES as of Aug 16, 2016: - -You can now use python variables without the `PARAMS` argument - -![make_global](images/remove_PARAMS.png?raw=true) + In [10]: WHATEVER_NAME_YOU_WANT +
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
You can also return the raw RowProxy from SQLAlchemy by setting the RAW argument to `True` and using the `MAKE_GLOBAL` argument. -![make_global](images/returnraw.png?raw=true) + In [10]: %%sql MAKE_GLOBAL=data RAW=True + SELECT * + FROM la_unemployment + LIMIT 3 + + In [11]: data + [(u'LASST470000000000003', 1976, u'M01', 6.2, None), + (u'LASST470000000000003', 1976, u'M02', 6.1, None), + (u'LASST470000000000003', 1976, u'M03', 6.0, None)] And that's it. From 1efc75351872579050d2acdade3adfddddbdd42d Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 23:07:23 -0600 Subject: [PATCH 007/188] Update README.md --- README.md | 14 +++++++++++++- 1 file changed, 13 insertions(+), 1 deletion(-) diff --git a/README.md b/README.md index a5fe39a..b90539a 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,16 @@ -*** UPDATE *** - 11/017/2016 +*** UPDATE *** - 11/22/2016 + +SQLCell now accepts psql meta commands + + In [1]: %%sql DB=bls + \dp +
SchemaNameTypeAccess privilegesColumn privilegesPolicies
1publicavg_pricetablenannannan
2publicla_unemploymenttablenannannan
3publictu_atustablenannannan
+ + In [2]: %%sql DB=bls + \d avg_price +
ColumnTypeModifiers
1series_idcharacter varying(17)nan
2yearintegernan
3periodcharacter varying(3)nan
4valuerealnan
+ +*** UPDATE *** - 11/17/2016 All SQL queries are now executed on separate threads so you can run multiple queries and Python code concurrently. From a60b8ce1e6d3ae72c660375b5046a45a1ecc518b Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 23:11:46 -0600 Subject: [PATCH 008/188] Update README.md --- README.md | 5 +++++ 1 file changed, 5 insertions(+) diff --git a/README.md b/README.md index b90539a..60aaa91 100644 --- a/README.md +++ b/README.md @@ -10,6 +10,11 @@ SQLCell now accepts psql meta commands \d avg_price
ColumnTypeModifiers
1series_idcharacter varying(17)nan
2yearintegernan
3periodcharacter varying(3)nan
4valuerealnan
+ In [3]: %%sql DB=sports + \COPY public.nba (dateof, team, opp, pts, fouls) to '///.csv' + + Out[3]:

COPY 3092

+ *** UPDATE *** - 11/17/2016 All SQL queries are now executed on separate threads so you can run multiple queries and Python code concurrently. From 29513bb21a363c0a12385ddaf9b04d4eec032acd Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 23:16:02 -0600 Subject: [PATCH 009/188] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 60aaa91..bd6b6a2 100644 --- a/README.md +++ b/README.md @@ -67,9 +67,9 @@ After adding your connection details to engines.py, run your first query with th For the rest of the session, you won't have to use the DB argument unless you want to change -databases. +databases. And the last-used DB will be persisted even after you shut down Jupyter and start it back up next time. - In [4]: %%sql DB=bls + In [4]: %%sql SELECT * FROM avg_price LIMIT 3
series_idyearperiodvalue
1APU00007011111980M010.203
2APU00007011111980M020.205
3APU00007011111980M030.211
From 6a9dfba0931c27351f90bba6dcb77e32c64ae497 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Tue, 22 Nov 2016 23:17:03 -0600 Subject: [PATCH 010/188] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index bd6b6a2..573a8cd 100644 --- a/README.md +++ b/README.md @@ -131,8 +131,8 @@ argument. In [11]: data [(u'LASST470000000000003', 1976, u'M01', 6.2, None), - (u'LASST470000000000003', 1976, u'M02', 6.1, None), - (u'LASST470000000000003', 1976, u'M03', 6.0, None)] + (u'LASST470000000000003', 1976, u'M02', 6.1, None), + (u'LASST470000000000003', 1976, u'M03', 6.0, None)] And that's it. From f8351089e5c928cb2fe6272b1300265e63fba556 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Thu, 24 Nov 2016 09:02:26 -0600 Subject: [PATCH 011/188] change background-color of "actual time" in query plan change background-color of "actual time" in query plan to correspond to problem spots --- sqlcell.py | 68 +++++++++++++++++++++++++++++++++++++++++++++++++----- 1 file changed, 62 insertions(+), 6 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index d9fca57..e6f1974 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -20,7 +20,7 @@ from sqlalchemy import create_engine, exc from .engines.engine_config import driver, username, password, host, port, default_db -from .engines.engines import __ENGINES_JSON_DUMPS__ +from .engines.engines import __ENGINES_JSON_DUMPS__, __ENGINES_JSON__ display(Javascript("""$.getScript( "js/editableTableWidget.js");""")) @@ -42,6 +42,7 @@ class __SQLCell_GLOBAL_VARS__(object): jupyter_id = jupyter_id engine = engine EDIT = False + ENGINES = __ENGINES_JSON__ logger = logging.getLogger() handler = logging.StreamHandler() @@ -80,17 +81,58 @@ def __init__(self, data, id_): empty = [] - def _repr_html_(self, n_rows=100): + def _repr_html_(self, n_rows=100, length=100): table = '' thead = '' tbody = '' + j = 48 + query_plan = False for n,row in enumerate(self.data): if n == 0: + query_plan = True if row[0] == 'QUERY PLAN' else False + if query_plan: + execution_time = float(re.findall('[0-9]{,}\.[0-9]{,}', self.data[-1][0])[0]) thead += '' ''.join([('') for r in row]) elif n > n_rows: - break + if not query_plan: + break else: - tbody += '' + ''.join([('') for r in row]) + '' + if not query_plan: + if n > 50 and length > 100: + n = length - j + j -= 1 + tbody += '' + ''.join([('') for r in row]) + '' + else: + section_time = re.search('actual time=([0-9]{,}\.[0-9]{,})\.\.([0-9]{,}\.[0-9]{,})', row[0]) + if section_time: + start_time = float(section_time.group(1)) + stop_time = float(section_time.group(2)) + + if (stop_time - start_time) > (execution_time * 0.9): + background_color = "#800026" + elif (stop_time - start_time) > (execution_time * 0.8): + background_color = "#bd0026" + elif (stop_time - start_time) > (execution_time * 0.7): + background_color = "#e31a1c" + elif (stop_time - start_time) > (execution_time * 0.6): + background_color = "#fc4e2a" + elif (stop_time - start_time) > (execution_time * 0.5): + background_color = "#fd8d3c" + elif (stop_time - start_time) > (execution_time * 0.4): + background_color = "#feb24c" + elif (stop_time - start_time) > (execution_time * 0.3): + background_color = "#fed976" + elif (stop_time - start_time) > (execution_time * 0.2): + background_color = "#ffeda0" + elif (stop_time - start_time) > (execution_time * 0.1): + background_color = "#ffffcc" + else: + background_color = "white" + + td_row = '' + ''.join([('') for r in row]) + '' + repl = 'actual time'.format(color=background_color) + td_row = re.sub('actual time', repl, td_row) + tbody += td_row # tbody += '' + ''.join([('') for r in row]) + '' # for adding new row thead += '' tbody += '' @@ -99,7 +141,8 @@ def _repr_html_(self, n_rows=100): @threaded def display(self, columns=[], msg=None): - table_str = HTMLTable([columns] + self.data, self.id_)._repr_html_(n_rows=100) + data = self.data if len(self.data) <= 100 else self.data[:49] + [['...'] * (len(self.data[0]))] + self.data[-49:] + table_str = HTMLTable([columns] + data, self.id_)._repr_html_(n_rows=100, length=len(self.data)) table_str = table_str.replace('To execute: %s sec | ' + +'Rows: %s | ' + +'DB: %s | Host: %s' + ) + """ % (str(round(t1, 3)), len(df.index), engine.url.database, engine.url.host) + ) + ) + return None df.columns = columns From 8bd3bed004b1f4e13ec305549e62d9f696a5e1fd Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Thu, 24 Nov 2016 21:16:23 -0600 Subject: [PATCH 012/188] question assumptions --- sqlcell.py | 9 ++++++--- 1 file changed, 6 insertions(+), 3 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index e6f1974..675a94f 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -91,7 +91,8 @@ def _repr_html_(self, n_rows=100, length=100): if n == 0: query_plan = True if row[0] == 'QUERY PLAN' else False if query_plan: - execution_time = float(re.findall('[0-9]{,}\.[0-9]{,}', self.data[-1][0])[0]) + execution_time = re.findall('[0-9]{,}\.[0-9]{,}', str(self.data[-1][0])) + execution_time = execution_time if not execution_time else float(execution_time[0]) thead += '' ''.join([('') for r in row]) elif n > n_rows: if not query_plan: @@ -103,7 +104,9 @@ def _repr_html_(self, n_rows=100, length=100): j -= 1 tbody += '' + ''.join([('') for r in row]) + '' else: - section_time = re.search('actual time=([0-9]{,}\.[0-9]{,})\.\.([0-9]{,}\.[0-9]{,})', row[0]) + section_time = re.search('actual time=([0-9]{,}\.[0-9]{,})\.\.([0-9]{,}\.[0-9]{,})', str(row[0])) + background_color = "" + if section_time: start_time = float(section_time.group(1)) stop_time = float(section_time.group(2)) @@ -127,7 +130,7 @@ def _repr_html_(self, n_rows=100, length=100): elif (stop_time - start_time) > (execution_time * 0.1): background_color = "#ffffcc" else: - background_color = "white" + background_color = "" td_row = '' + ''.join([('') for r in row]) + '' repl = 'actual time'.format(color=background_color) From 2513aaadbadc5a8825ad440cdd68a59bbcd8d24f Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sat, 26 Nov 2016 18:36:37 -0600 Subject: [PATCH 013/188] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 573a8cd..96f3956 100644 --- a/README.md +++ b/README.md @@ -42,7 +42,7 @@ use a Jupyter notebook to run queries with as little as In [1]: %%sql your query -Just clone the repo and `cp` the app to Jupyter's startup directory: +Just clone the repo and `cp` the `sqlcell_app.py` file to Jupyter's startup directory (on my computer, the directory is `~/.ipython/profile_default/startup`, but may be different depending on your OS and version of IPython/Jupyter): $ cd .ipython/profile_default/startup # or wherever your startup directory is $ git clone https://github.com/tmthyjames/SQLCell.git From e33dea471f18f5b34f6942d7f2f2bb31756030ee Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Mon, 28 Nov 2016 10:42:56 -0600 Subject: [PATCH 014/188] Update README.md --- README.md | 2 ++ 1 file changed, 2 insertions(+) diff --git a/README.md b/README.md index 96f3956..3919d64 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,5 @@ +SQLCell Readme with IPython Notebook Markdown can be found here + *** UPDATE *** - 11/22/2016 SQLCell now accepts psql meta commands From cfe34bd8c8d670ba8d7fedc783a010dfe94622d2 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Mon, 28 Nov 2016 10:43:16 -0600 Subject: [PATCH 015/188] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 3919d64..5d6f8a1 100644 --- a/README.md +++ b/README.md @@ -1,4 +1,4 @@ -SQLCell Readme with IPython Notebook Markdown can be found here +SQLCell Readme with IPython Notebook Markdown can be found here *** UPDATE *** - 11/22/2016 From 33cd17d18a9f3b8eb381fe0a98df4a7feddba0f9 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Mon, 28 Nov 2016 16:19:10 -0600 Subject: [PATCH 016/188] support SQL Interpolation using colon WHERE column = :variable --- sqlcell.py | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/sqlcell.py b/sqlcell.py index 675a94f..5ed8378 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -229,6 +229,8 @@ def _SQL(path, cell, __KERNEL_VARS__): global driver, username, password, host, port, db, table, __EXPLAIN__, __GETDATA__, __SAVEDATA__, engine db = default_db + cell = re.sub('\:([a-zA-Z_][a-zA-Z0-9_]{,})', '%(\g<1>)s', cell) + unique_id = str(uuid.uuid4()) if '__EXPLAIN__' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.__EXPLAIN__: cell = 'EXPLAIN ANALYZE ' + cell @@ -457,7 +459,7 @@ def _SQL(path, cell, __KERNEL_VARS__): commands += ' -c ' + '"'+i+'" ' commands = 'psql ' + db_name + commands + '-H' - matches = re.findall(r'%\([a-zA-Z_][a-zA-Z0-9_]*\)s', cell) + matches = re.findall(r'%\([a-zA-Z_][a-zA-Z0-9_]*\)s|:[a-zA-Z_][a-zA-Z0-9_]{,}', cell) connection = engine.connect() t0 = time.time() From 93d9340f7d7663ab9aa8135c218c367be919da9e Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Mon, 28 Nov 2016 16:20:58 -0600 Subject: [PATCH 017/188] add space at beginning of regex to prevent capturing casting (::text) --- sqlcell.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/sqlcell.py b/sqlcell.py index 5ed8378..6090e6d 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -229,7 +229,7 @@ def _SQL(path, cell, __KERNEL_VARS__): global driver, username, password, host, port, db, table, __EXPLAIN__, __GETDATA__, __SAVEDATA__, engine db = default_db - cell = re.sub('\:([a-zA-Z_][a-zA-Z0-9_]{,})', '%(\g<1>)s', cell) + cell = re.sub(' \:([a-zA-Z_][a-zA-Z0-9_]{,})', '%(\g<1>)s', cell) unique_id = str(uuid.uuid4()) if '__EXPLAIN__' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.__EXPLAIN__: From 5011722c20921ded7327602bcf919ae37cc1111c Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Wed, 30 Nov 2016 23:14:49 -0600 Subject: [PATCH 018/188] add d3/sankey to repo --- engines/engine_config.py | 2 +- js/d3.v3.min.js | 5 + js/sankey.js | 301 +++++++++++++++++++++++++++++++++++++++ sqlcell.py | 204 +++++++++++++++++++++++++- 4 files changed, 508 insertions(+), 4 deletions(-) create mode 100644 js/d3.v3.min.js create mode 100644 js/sankey.js diff --git a/engines/engine_config.py b/engines/engine_config.py index b6c3897..140e2bf 100644 --- a/engines/engine_config.py +++ b/engines/engine_config.py @@ -7,4 +7,4 @@ host = 'localhost' port = '5432' # empty until set by user -default_db = 'phUsers' +default_db = 'phTeam-allpayer' diff --git a/js/d3.v3.min.js b/js/d3.v3.min.js new file mode 100644 index 0000000..1664873 --- /dev/null +++ b/js/d3.v3.min.js @@ -0,0 +1,5 @@ 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+//////////////////////// sankey.js ///////////////////////// + + +d3.sankey = function() { + var sankey = {}, + nodeWidth = 24, + nodePadding = 8, + size = [1, 1], + nodes = [], + links = []; + + sankey.nodeWidth = function(_) { + if (!arguments.length) return nodeWidth; + nodeWidth = +_; + return sankey; + }; + + sankey.nodePadding = function(_) { + if (!arguments.length) return nodePadding; + nodePadding = +_; + return sankey; + }; + + sankey.nodes = function(_) { + if (!arguments.length) return nodes; + nodes = _; + return sankey; + }; + + sankey.links = function(_) { + if (!arguments.length) return links; + links = _; + return sankey; + }; + + sankey.size = function(_) { + if (!arguments.length) return size; + size = _; + return sankey; + }; + + sankey.layout = function(iterations) { + computeNodeLinks(); + computeNodeValues(); + computeNodeBreadths(); + computeNodeDepths(iterations); + computeLinkDepths(); + return sankey; + }; + + sankey.relayout = function() { + computeLinkDepths(); + return sankey; + }; + + sankey.link = function() { + var curvature = .5; + + function link(d) { + var x0 = d.source.x + d.source.dx, + x1 = d.target.x, + xi = d3.interpolateNumber(x0, x1), + x2 = xi(curvature), + x3 = xi(1 - curvature), + y0 = d.source.y + d.sy + d.dy / 2, + y1 = d.target.y + d.ty + d.dy / 2; + return "M" + x0 + "," + y0 + + "C" + x2 + "," + y0 + + " " + x3 + "," + y1 + + " " + x1 + "," + y1; + } + + link.curvature = function(_) { + if (!arguments.length) return curvature; + curvature = +_; + return link; + }; + + return link; + }; + + // Populate the sourceLinks and targetLinks for each node. + // Also, if the source and target are not objects, assume they are indices. + function computeNodeLinks() { + nodes.forEach(function(node) { + node.sourceLinks = []; + node.targetLinks = []; + }); + links.forEach(function(link) { + var source = link.source, + target = link.target; + if (typeof source === "number") source = link.source = nodes[link.source]; + if (typeof target === "number") target = link.target = nodes[link.target]; + source.sourceLinks.push(link); + target.targetLinks.push(link); + }); + } + + // Compute the value (size) of each node by summing the associated links. + function computeNodeValues() { + nodes.forEach(function(node) { + node.value = Math.max( + d3.sum(node.sourceLinks, value), + d3.sum(node.targetLinks, value) + ); + }); + } + + // Iteratively assign the breadth (x-position) for each node. + // Nodes are assigned the maximum breadth of incoming neighbors plus one; + // nodes with no incoming links are assigned breadth zero, while + // nodes with no outgoing links are assigned the maximum breadth. + function computeNodeBreadths() { + var remainingNodes = nodes, + nextNodes, + x = 0; + + while (remainingNodes.length) { + nextNodes = []; + remainingNodes.forEach(function(node) { + + if (node.xPos) + node.x = node.xPos; + else + node.x = x; + + node.dx = nodeWidth; + node.sourceLinks.forEach(function(link) { + nextNodes.push(link.target); + }); + }); + remainingNodes = nextNodes; + ++x; + } + + // + // moveSinksRight(x); + scaleNodeBreadths((width - nodeWidth) / (x - 1)); + } + + function moveSourcesRight() { + nodes.forEach(function(node) { + if (!node.targetLinks.length) { + node.x = d3.min(node.sourceLinks, function(d) { return d.target.x; }) - 1; + } + }); + } + + function moveSinksRight(x) { + nodes.forEach(function(node) { + if (!node.sourceLinks.length) { + node.x = x - 1; + } + }); + } + + function scaleNodeBreadths(kx) { + nodes.forEach(function(node) { + node.x *= kx; + }); + } + + function computeNodeDepths(iterations) { + var nodesByBreadth = d3.nest() + .key(function(d) { return d.x; }) + .sortKeys(d3.ascending) + .entries(nodes) + .map(function(d) { return d.values; }); + + // + initializeNodeDepth(); + resolveCollisions(); + for (var alpha = 1; iterations > 0; --iterations) { + relaxRightToLeft(alpha *= .99); + resolveCollisions(); + relaxLeftToRight(alpha); + resolveCollisions(); + } + + function initializeNodeDepth() { + var ky = d3.min(nodesByBreadth, function(nodes) { + return (size[1] - (nodes.length - 1) * nodePadding) / d3.sum(nodes, value); + }); + + nodesByBreadth.forEach(function(nodes) { + nodes.forEach(function(node, i) { + node.y = i; + node.dy = node.value * ky; + }); + }); + + links.forEach(function(link) { + link.dy = link.value * ky; + }); + } + + function relaxLeftToRight(alpha) { + nodesByBreadth.forEach(function(nodes, breadth) { + nodes.forEach(function(node) { + if (node.targetLinks.length) { + var y = d3.sum(node.targetLinks, weightedSource) / d3.sum(node.targetLinks, value); + node.y += (y - center(node)) * alpha; + } + }); + }); + + function weightedSource(link) { + return center(link.source) * link.value; + } + } + + function relaxRightToLeft(alpha) { + nodesByBreadth.slice().reverse().forEach(function(nodes) { + nodes.forEach(function(node) { + if (node.sourceLinks.length) { + var y = d3.sum(node.sourceLinks, weightedTarget) / d3.sum(node.sourceLinks, value); + node.y += (y - center(node)) * alpha; + } + }); + }); + + function weightedTarget(link) { + return center(link.target) * link.value; + } + } + + function resolveCollisions() { + nodesByBreadth.forEach(function(nodes) { + var node, + dy, + y0 = 0, + n = nodes.length, + i; + + // Push any overlapping nodes down. + nodes.sort(ascendingDepth); + for (i = 0; i < n; ++i) { + node = nodes[i]; + dy = y0 - node.y; + if (dy > 0) node.y += dy; + y0 = node.y + node.dy + nodePadding; + } + + // If the bottommost node goes outside the bounds, push it back up. + dy = y0 - nodePadding - size[1]; + if (dy > 0) { + y0 = node.y -= dy; + + // Push any overlapping nodes back up. + for (i = n - 2; i >= 0; --i) { + node = nodes[i]; + dy = node.y + node.dy + nodePadding - y0; + if (dy > 0) node.y -= dy; + y0 = node.y; + } + } + }); + } + + function ascendingDepth(a, b) { + return a.y - b.y; + } + } + + function computeLinkDepths() { + nodes.forEach(function(node) { + node.sourceLinks.sort(ascendingTargetDepth); + node.targetLinks.sort(ascendingSourceDepth); + }); + nodes.forEach(function(node) { + var sy = 0, ty = 0; + node.sourceLinks.forEach(function(link) { + link.sy = sy; + sy += link.dy; + }); + node.targetLinks.forEach(function(link) { + link.ty = ty; + ty += link.dy; + }); + }); + + function ascendingSourceDepth(a, b) { + return a.source.y - b.source.y; + } + + function ascendingTargetDepth(a, b) { + return a.target.y - b.target.y; + } + } + + function center(node) { + return node.y + node.dy / 2; + } + + function value(link) { + return link.value; + } + + return sankey; +}; + diff --git a/sqlcell.py b/sqlcell.py index 6090e6d..3e3793e 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -11,6 +11,7 @@ import sys import threading import logging +import json from os.path import expanduser import IPython @@ -24,6 +25,8 @@ display(Javascript("""$.getScript( "js/editableTableWidget.js");""")) +display(Javascript("""$.getScript( "js/d3.v3.min.js");""")) +display(Javascript("""$.getScript( "js/sankey.js");""")) unique_db_id = str(uuid.uuid4()) jupyter_id = 'jupyter' + unique_db_id @@ -43,6 +46,7 @@ class __SQLCell_GLOBAL_VARS__(object): engine = engine EDIT = False ENGINES = __ENGINES_JSON__ + __EXPLAIN_GRAPH__ = False logger = logging.getLogger() handler = logging.StreamHandler() @@ -210,6 +214,38 @@ def kill_last_pid(app=None, db=None): return True +def build_node(id_, node): + _node = { + 'name': id_, + 'nodetype': node.get('Plan', node).get('Node Type'), + 'starttime': node.get('Plan', node).get('Actual Startup Time'), + 'endtime': node.get('Plan', node).get('Actual Total Time'), + 'subplan': node.get('Plan', node).get('Subplan Name'), + 'display': node.get('Plan', node).get('Join Filter', node.get('Filter', node.get('Index Cond'))), + 'rows': node.get('Plan', node).get('Plan Rows'), + } + return _node + +def node_walk(obj, key, nodes={}): + if not nodes.get('nodes'): + nodes['nodes'] = [] + nodes['links'] = [] + nodes['executionTime'] = obj.get('Execution Time') + source = id(obj) + source_node = build_node(source, obj) + if source_node not in nodes['nodes']: + nodes['nodes'].append(source_node) + for i in obj.get('Plan', obj)[key]: + target = id(i) + if isinstance(i, dict): + plans = i.get('Plans') + target_node = build_node(target, i) + if target_node not in nodes['nodes']: + nodes['nodes'].append(target_node) + nodes['links'].append({'source':source, 'target':target,'value':i.get('Total Cost')}) + if plans: + node_walk(i, 'Plans', nodes) + return nodes def _SQL(path, cell, __KERNEL_VARS__): """ @@ -235,6 +271,9 @@ def _SQL(path, cell, __KERNEL_VARS__): if '__EXPLAIN__' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.__EXPLAIN__: cell = 'EXPLAIN ANALYZE ' + cell __SQLCell_GLOBAL_VARS__.__EXPLAIN__ = False + + elif '__EXPLAIN_GRAPH__' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: + cell = 'EXPLAIN (ANALYZE, COSTS, VERBOSE, BUFFERS, FORMAT JSON) ' + cell elif '__GETDATA__' in dir(__SQLCell_GLOBAL_VARS__) and __SQLCell_GLOBAL_VARS__.__GETDATA__: if 'MAKE_GLOBAL' not in path: @@ -303,7 +342,8 @@ def _SQL(path, cell, __KERNEL_VARS__):
- + + @@ -345,8 +385,9 @@ def _SQL(path, cell, __KERNEL_VARS__): } }); - function explain(){ - var command = `__SQLCell_GLOBAL_VARS__.__EXPLAIN__ = True`; + function explain(gloVar){ + var command = `__SQLCell_GLOBAL_VARS__.`+gloVar+` = True`; + console.log(command); var kernel = IPython.notebook.kernel; kernel.execute(command); IPython.notebook.execute_cell(); @@ -654,6 +695,163 @@ def _SQL(path, cell, __KERNEL_VARS__): HTMLTable(table_data, unique_id).display(columns, msg=' | TABLE HAS NO PK') return None else: + if __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: + obj = table_data[0][0][0] + + qp = node_walk(obj, 'Plans', nodes={}) + nodes_enum = [{'name': i['name']} for i in qp['nodes']] + for i in qp['links']: + i['source'] = nodes_enum.index({'name': i['source']}) + i['target'] = nodes_enum.index({'name': i['target']}) + + query_plan = json.dumps(qp) + + display( + HTML( + """ + +
+ + + + """ + ) + ) + + + __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__ = False + return None HTMLTable(table_data, unique_id).display(columns, msg=' | READ MODE') return None From 418e3e3c8983d8bb7a90fd81a7334522a53ca938 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Fri, 2 Dec 2016 22:25:16 -0600 Subject: [PATCH 019/188] set isolation level param to run query outside transaction block --- engines/engine_config.py | 2 +- sqlcell.py | 360 +++++++++++++++++++++------------------ 2 files changed, 194 insertions(+), 168 deletions(-) diff --git a/engines/engine_config.py b/engines/engine_config.py index 140e2bf..c9b4ecf 100644 --- a/engines/engine_config.py +++ b/engines/engine_config.py @@ -7,4 +7,4 @@ host = 'localhost' port = '5432' # empty until set by user -default_db = 'phTeam-allpayer' +default_db = 'phTeam' diff --git a/sqlcell.py b/sqlcell.py index 3e3793e..7d2f4b0 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -43,10 +43,13 @@ class __KERNEL_VARS__(object): class __SQLCell_GLOBAL_VARS__(object): jupyter_id = jupyter_id - engine = engine + engine = str(engine.url) EDIT = False ENGINES = __ENGINES_JSON__ __EXPLAIN_GRAPH__ = False + DB = default_db + ISOLATION_LEVEL = 1 + TRANSACTION_BLOCK = True logger = logging.getLogger() handler = logging.StreamHandler() @@ -93,11 +96,12 @@ def _repr_html_(self, n_rows=100, length=100): query_plan = False for n,row in enumerate(self.data): if n == 0: - query_plan = True if row[0] == 'QUERY PLAN' else False - if query_plan: - execution_time = re.findall('[0-9]{,}\.[0-9]{,}', str(self.data[-1][0])) - execution_time = execution_time if not execution_time else float(execution_time[0]) - thead += '
' ''.join([('') for r in row]) + if row: + query_plan = True if row[0] == 'QUERY PLAN' else False + if query_plan: + execution_time = re.findall('[0-9]{,}\.[0-9]{,}', str(self.data[-1][0])) + execution_time = execution_time if not execution_time else float(execution_time[0]) + thead += '' ''.join([('') for r in row]) elif n > n_rows: if not query_plan: break @@ -231,15 +235,15 @@ def node_walk(obj, key, nodes={}): nodes['nodes'] = [] nodes['links'] = [] nodes['executionTime'] = obj.get('Execution Time') - source = id(obj) - source_node = build_node(source, obj) + target = id(obj) + source_node = build_node(target, obj) if source_node not in nodes['nodes']: nodes['nodes'].append(source_node) for i in obj.get('Plan', obj)[key]: - target = id(i) + source = id(i) if isinstance(i, dict): plans = i.get('Plans') - target_node = build_node(target, i) + target_node = build_node(source, i) if target_node not in nodes['nodes']: nodes['nodes'].append(target_node) nodes['links'].append({'source':source, 'target':target,'value':i.get('Total Cost')}) @@ -298,18 +302,20 @@ def _SQL(path, cell, __KERNEL_VARS__): exec('__SQLCell_GLOBAL_VARS__.'+make_global_param[0] + '="' + make_global_param[1] + '"') elif i.startswith('DB'): db_param = glovar - db = i.replace('DB=', '') - __SQLCell_GLOBAL_VARS__.DB = db - engine = engine if 'ENGINE' in dir(__SQLCell_GLOBAL_VARS__) else create_engine(driver+"://"+username+":"+password+"@"+host+":"+port+"/"+db+application_name) + db = i.replace('DB=', '') + if db != __SQLCell_GLOBAL_VARS__.DB: + __SQLCell_GLOBAL_VARS__.DB = db + engine = engine if 'ENGINE' in dir(__SQLCell_GLOBAL_VARS__) else create_engine(driver+"://"+username+":"+password+"@"+host+":"+port+"/"+db+application_name) - home = expanduser("~") - filepath = home + '/.ipython/profile_default/startup/SQLCell/engines/engine_config.py' + home = expanduser("~") + filepath = home + '/.ipython/profile_default/startup/SQLCell/engines/engine_config.py' - for line in fileinput.FileInput(filepath,inplace=1): - line = re.sub("default_db = '.*'","default_db = '"+db+"'", line) - print line, + for line in fileinput.FileInput(filepath,inplace=1): + line = re.sub("default_db = '.*'","default_db = '"+db+"'", line) + print line, - exec('__SQLCell_GLOBAL_VARS__.'+db_param[0] + '="' + db_param[1] + '"') + exec('__SQLCell_GLOBAL_VARS__.'+db_param[0] + '="' + db_param[1] + '"') + exec('__SQLCell_GLOBAL_VARS__.engine ="'+str(engine.url)+'"') elif i.startswith('ENGINE'): exec("global ENGINE\nENGINE="+i.replace('ENGINE=', "")) @@ -321,6 +327,11 @@ def _SQL(path, cell, __KERNEL_VARS__): port, db = conn_str.port, conn_str.database exec('__SQLCell_GLOBAL_VARS__.ENGINE="'+i.replace('ENGINE=', "").replace("'", '')+application_name+'"') + elif i.startswith('TRANSACTION_BLOCK'): + __SQLCell_GLOBAL_VARS__.TRANSACTION_BLOCK = eval(glovar[1]) + if not __SQLCell_GLOBAL_VARS__.TRANSACTION_BLOCK: + __SQLCell_GLOBAL_VARS__.ISOLATION_LEVEL = 0 + else: exec(i) exec('__SQLCell_GLOBAL_VARS__.'+i) @@ -342,7 +353,7 @@ def _SQL(path, cell, __KERNEL_VARS__):
- + @@ -503,6 +514,7 @@ def _SQL(path, cell, __KERNEL_VARS__): matches = re.findall(r'%\([a-zA-Z_][a-zA-Z0-9_]*\)s|:[a-zA-Z_][a-zA-Z0-9_]{,}', cell) connection = engine.connect() + connection.connection.connection.set_isolation_level(__SQLCell_GLOBAL_VARS__.ISOLATION_LEVEL) t0 = time.time() try: @@ -535,11 +547,25 @@ def _SQL(path, cell, __KERNEL_VARS__): table_data = [i for i in data.values.tolist()] df = data except exc.OperationalError as e: - print 'Query cancelled...' + print 'query cancelled...' return None except exc.ResourceClosedError as e: - print 'Query ran successfully...' + display( + Javascript( + """ + $('#tableData"""+unique_id+"""').append( + 'Query finished...' + +'

To execute: %s sec | ' + +'DB: %s | Host: %s' + ) + """ % (str(round(t1, 3)), engine.url.database, engine.url.host) + ) + ) return None + finally: + __SQLCell_GLOBAL_VARS__.ISOLATION_LEVEL = 1 + __SQLCell_GLOBAL_VARS__.TRANSACTION_BLOCK = True + connection.connection.connection.set_isolation_level(__SQLCell_GLOBAL_VARS__.ISOLATION_LEVEL) t1 = time.time() - t0 t2 = time.time() @@ -696,160 +722,160 @@ def _SQL(path, cell, __KERNEL_VARS__): return None else: if __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: - obj = table_data[0][0][0] - - qp = node_walk(obj, 'Plans', nodes={}) - nodes_enum = [{'name': i['name']} for i in qp['nodes']] - for i in qp['links']: - i['source'] = nodes_enum.index({'name': i['source']}) - i['target'] = nodes_enum.index({'name': i['target']}) - - query_plan = json.dumps(qp) - - display( - HTML( - """ - -

- - - + + - """ - ) - ) + link.append("title") + .html(function(d) { + return d.source.name + " -> " + d.target.name + "
" + format(d.value); + }); + var node = svg.append("g").selectAll(".node") + .data(energy.nodes) + .enter().append("g") + .attr("class", "node") + .attr("transform", function(d) { + return "translate(" + d.x + "," + d.y + ")"; + }) + .call(d3.behavior.drag() + .origin(function(d) { + return d; + }) + .on("dragstart", function() { + this.parentNode.appendChild(this); + }) + .on("drag", dragmove)); + + node.append("rect") + .attr("height", function(d) { + return Math.max(d.dy, 3); + }) + .attr("width", sankey.nodeWidth()) + .style("fill", function(d) { + if ((d.endtime - d.starttime) > (executionTime * 0.9)) return d.color = "#800026" + else if ((d.endtime - d.starttime) > (executionTime * 0.8)) return d.color = "#bd0026" + else if ((d.endtime - d.starttime) > (executionTime * 0.7)) return d.color = "#e31a1c" + else if ((d.endtime - d.starttime) > (executionTime * 0.6)) return d.color = "#fc4e2a" + else if ((d.endtime - d.starttime) > (executionTime * 0.5)) return d.color = "#fd8d3c" + else if ((d.endtime - d.starttime) > (executionTime * 0.4)) return d.color = "#feb24c" + else if ((d.endtime - d.starttime) > (executionTime * 0.3)) return d.color = "#fed976" + else if ((d.endtime - d.starttime) > (executionTime * 0.2)) return d.color = "#ffeda0" + else if ((d.endtime - d.starttime) > (executionTime * 0.1)) return d.color = "#ffffcc" + else return d.color = "#969696" + }) + .append("title") + .html(function(d) { + return (d.display || '') + "
Cost: " + d.value + "
Time: " + d.starttime + '...' + d.endtime + '
Rows: ' + d.rows; + }); + + node.append("text") + .attr("x", -6) + .attr("y", function(d) { + return d.dy / 2; + }) + .attr("dy", ".35em") + .attr("text-anchor", "end") + .attr("transform", null) + .text(function(d) { + return d.subplan || d.nodetype; + }) + .filter(function(d) { + return d.x < width / 2; + }) + .attr("x", 6 + sankey.nodeWidth()) + .attr("text-anchor", "start"); + function dragmove(d) { + d3.select(this).attr("transform", "translate(" + d.x + "," + (d.y = Math.max(0, Math.min(height - d.dy, d3.event.y))) + ")"); + sankey.relayout(); + link.attr("d", path); + } + + """ + ) + ) + except KeyError as e: + print "No visual available for this query" __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__ = False return None HTMLTable(table_data, unique_id).display(columns, msg=' | READ MODE') From 30302687f56875704a4c9e6b9bf2c912ad444a91 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sat, 3 Dec 2016 13:30:50 -0600 Subject: [PATCH 020/188] load_js_files() on initial run --- engines/engine_config.py | 2 +- sqlcell.py | 244 +++++++++++++++++++++------------------ 2 files changed, 134 insertions(+), 112 deletions(-) diff --git a/engines/engine_config.py b/engines/engine_config.py index c9b4ecf..b6c3897 100644 --- a/engines/engine_config.py +++ b/engines/engine_config.py @@ -7,4 +7,4 @@ host = 'localhost' port = '5432' # empty until set by user -default_db = 'phTeam' +default_db = 'phUsers' diff --git a/sqlcell.py b/sqlcell.py index 7d2f4b0..4f7c322 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -24,10 +24,6 @@ from .engines.engines import __ENGINES_JSON_DUMPS__, __ENGINES_JSON__ -display(Javascript("""$.getScript( "js/editableTableWidget.js");""")) -display(Javascript("""$.getScript( "js/d3.v3.min.js");""")) -display(Javascript("""$.getScript( "js/sankey.js");""")) - unique_db_id = str(uuid.uuid4()) jupyter_id = 'jupyter' + unique_db_id application_name = '?application_name='+jupyter_id @@ -50,6 +46,7 @@ class __SQLCell_GLOBAL_VARS__(object): DB = default_db ISOLATION_LEVEL = 1 TRANSACTION_BLOCK = True + INITIAL_QUERY = True logger = logging.getLogger() handler = logging.StreamHandler() @@ -251,6 +248,24 @@ def node_walk(obj, key, nodes={}): node_walk(i, 'Plans', nodes) return nodes +def load_js_files(): + display(HTML( + """ + + """ + )) + return None + def _SQL(path, cell, __KERNEL_VARS__): """ Create magic cell function to treat cell text as SQL @@ -758,118 +773,121 @@ def _SQL(path, cell, __KERNEL_VARS__): }
- - - """ ) @@ -883,6 +901,9 @@ def _SQL(path, cell, __KERNEL_VARS__): def sql(path, cell): + if __SQLCell_GLOBAL_VARS__.INITIAL_QUERY: + load_js_files() + t = threading.Thread( target=_SQL, args=( @@ -899,6 +920,7 @@ def sql(path, cell): ) t.daemon = True t.start() + __SQLCell_GLOBAL_VARS__.INITIAL_QUERY = False return None From 422db4ab7f8db2d34d5e2a67e055fd2e8631ecca Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sat, 3 Dec 2016 23:13:56 -0600 Subject: [PATCH 021/188] place __explain_graph__ if check before EDIT if check #18 --- sqlcell.py | 321 +++++++++++++++++++++++++++-------------------------- 1 file changed, 161 insertions(+), 160 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index 4f7c322..ab87556 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -647,6 +647,167 @@ def _SQL(path, cell, __KERNEL_VARS__): table_name = re.search('from\s*([a-z_][a-z\-_0-9]{,})', cell, re.IGNORECASE) table_name = None if not table_name else table_name.group(1).strip() + if __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: + query_plan_obj = table_data[0][0][0] + try: + qp = node_walk(query_plan_obj, 'Plans', nodes={}) + nodes_enum = [{'name': i['name']} for i in qp['nodes']] + for i in reversed(qp['links']): + i['source'] = nodes_enum.index({'name': i['source']}) + i['target'] = nodes_enum.index({'name': i['target']}) + + query_plan = json.dumps(qp) + + display( + HTML( + """ + +
+ + + """ + ) + ) + except KeyError as e: + print "No visual available for this query" + __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__ = False + return None + if __SQLCell_GLOBAL_VARS__.EDIT: __SQLCell_GLOBAL_VARS__.EDIT = False primary_key_results = engine.execute(""" @@ -736,166 +897,6 @@ def _SQL(path, cell, __KERNEL_VARS__): HTMLTable(table_data, unique_id).display(columns, msg=' | TABLE HAS NO PK') return None else: - if __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: - query_plan_obj = table_data[0][0][0] - try: - qp = node_walk(query_plan_obj, 'Plans', nodes={}) - nodes_enum = [{'name': i['name']} for i in qp['nodes']] - for i in reversed(qp['links']): - i['source'] = nodes_enum.index({'name': i['source']}) - i['target'] = nodes_enum.index({'name': i['target']}) - - query_plan = json.dumps(qp) - - display( - HTML( - """ - -
- - - """ - ) - ) - except KeyError as e: - print "No visual available for this query" - __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__ = False - return None HTMLTable(table_data, unique_id).display(columns, msg=' | READ MODE') return None From 0f575a227c414644df57ca096ddb30b346ada913 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sat, 3 Dec 2016 23:32:06 -0600 Subject: [PATCH 022/188] Update README.md --- README.md | 21 +++++++++++++-------- 1 file changed, 13 insertions(+), 8 deletions(-) diff --git a/README.md b/README.md index 5d6f8a1..a6a6302 100644 --- a/README.md +++ b/README.md @@ -1,3 +1,16 @@ +# SQLCell +Uses IPython (Jupyter) magic function to run SQL queries in IPython Notebook. Blog post here. + +SQLCell Readme with IPython Notebook Markdown can be found here + +You can get rid of your favorite SQL interface and use a Jupyter Notebook to run queries with as little as + + In [1]: %%sql + your query + +## Contents + 1. [Most recent feature](#most-recent-feature) + SQLCell Readme with IPython Notebook Markdown can be found here *** UPDATE *** - 11/22/2016 @@ -35,14 +48,6 @@ Introducing buttons! Buttons include
• Running Explain Analyze on your query
• executing query
• executing query and returning SQLAlchemy results in a variable
• saving to a TSV
• stopping query
• swithcing between user-defined engines -# SQLCell -Uses Jupyter magic function to run SQL queries in Jupyter Notebook. Blog post here. - -In less than one hundred lines of Python, you can get rid of your favorite SQL interface and -use a Jupyter notebook to run queries with as little as - - In [1]: %%sql - your query Just clone the repo and `cp` the `sqlcell_app.py` file to Jupyter's startup directory (on my computer, the directory is `~/.ipython/profile_default/startup`, but may be different depending on your OS and version of IPython/Jupyter): From 23170b56b1739844b0e5e7bee939388432403e4a Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:10:51 -0600 Subject: [PATCH 023/188] Update README.md --- README.md | 135 +++++++++++++++++++++++++++++++++++++----------------- 1 file changed, 92 insertions(+), 43 deletions(-) diff --git a/README.md b/README.md index a6a6302..4941da0 100644 --- a/README.md +++ b/README.md @@ -3,17 +3,26 @@ Uses IPython (Jupyter) magic function to run SQL queries in IPython Notebook. here -You can get rid of your favorite SQL interface and use a Jupyter Notebook to run queries with as little as +You can get rid of your favorite SQL interface and use an IPython Notebook to run queries with as little as In [1]: %%sql your query ## Contents - 1. [Most recent feature](#most-recent-feature) + 
• [Most recent feature](#most-recent-feature) + 
• [Installation and Configuration](#installation-and-configuration) + 
• [Features](#features) +
 i. [Parameters](#parameters) +
 i. [Pass python variables to SQL](#pass-python-variables-to-sql) +
 ii. [`psql` metacommands](#psql-metacommands) +
 iii. [Multi-threading](#multi-threading) +
 iv. [Buttons](#buttons) +
 iv. [Inline editing](#inline-editing) -SQLCell Readme with IPython Notebook Markdown can be found here -*** UPDATE *** - 11/22/2016 +##Most recent feature + +added 11/22/2016 SQLCell now accepts psql meta commands @@ -30,25 +39,9 @@ SQLCell now accepts psql meta commands Out[3]:

COPY 3092

-*** UPDATE *** - 11/17/2016 - -All SQL queries are now executed on separate threads so you can run multiple queries and Python code concurrently. - -*** UPDATE *** - 11/08/2016 - -Introducing inline editing - -![inline editing](images/Screen Shot 2016-11-08 at 8.32.56 PM.png) - -*** UPDATE *** - -Introducing buttons! - -![lots_of_buttons](images/buttons.png?raw=true) -Buttons include
• Running Explain Analyze on your query
• executing query
• executing query and returning SQLAlchemy results in a variable
• saving to a TSV
• stopping query
• swithcing between user-defined engines +##Installation and configuration - Just clone the repo and `cp` the `sqlcell_app.py` file to Jupyter's startup directory (on my computer, the directory is `~/.ipython/profile_default/startup`, but may be different depending on your OS and version of IPython/Jupyter): $ cd .ipython/profile_default/startup # or wherever your startup directory is @@ -64,6 +57,10 @@ then you'll have to pass a connection string to the ENGINE parameter everytime y Now you are ready to ditch pgAdmin or whatever SQL interface you use. Continue reading to see all the available options, like writing results to a CSV, using SQLAlchemy named parameters and more. +##Features + +###Parameters + After adding your connection details to engines.py, run your first query with the DB argument: In [3]: %%sql DB=bls @@ -90,36 +87,18 @@ To switch databases, just invoke the DB argument again with a different database To write the data to a CSV, use the PATH argument: - In [6]: %%sql DB=sports PATH='///.csv' + In [6]: %%sql PATH='///.csv' SELECT * FROM nba LIMIT 3
' + ' ' + '' + str(r) + '
' + str(n) + '' + str(r).replace(' ', '   ') + '
' + str(n) + '' + str(r) + '
' + str(n) + '' + str(r).replace(' ', '   ') + '
' + ' ' + '' + str(r) + '
' + str(n) + '' + str(r) + '
' + str(n) + '' + str(r).replace(' ', '   ') + '
' + ' ' + '' + str(r) + '' + ' ' + '' + str(r) + '
dateofteamoppptsfgfg_attftft_attfg3fg3_attoff_reboundsdef_reboundsasstblksfoulsstlsturnovers
12015-10-27DETATL106379620261229233623315515
22015-10-27ATLDET943782121582773322425915
32015-10-27CLECHI9538941017929113926721511
-To use SQLAlchemy's named parameters (it's nice to just copy and paste if you use Jupyter for -development/editing and don't want to delete all SQLALchemy paramters just to run a query), use -the PARAMS argument. - - In[7]: # define your parameters in a python cell - name = '1976' - period = 'M01' - -Now in a `%%sql` cell: - - In [8]: %%sql DB=bls - SELECT * - FROM la_unemployment - WHERE year = %(year)s - AND period = %(period)s - LIMIT 3 -
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
- And my favorite. You can assign the dataframe to a variable like this useing the MAKE_GLOBAL argument: - In [9]: %%sql MAKE_GLOBAL=WHATEVER_NAME_YOU_WANT + In [9]: %%sql MAKE_GLOBAL=WHATEVER_NAME_YOU_WANT DB=bls SELECT * FROM la_unemployment - WHERE year = %(year)s - AND period = %(period)s + WHERE year = 1976 + AND period = 'M01' LIMIT 3
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
@@ -140,7 +119,77 @@ argument. [(u'LASST470000000000003', 1976, u'M01', 6.2, None), (u'LASST470000000000003', 1976, u'M02', 6.1, None), (u'LASST470000000000003', 1976, u'M03', 6.0, None)] + +Query the data without rendering the table (useful if the result set is prohibitively large and displaying the table breaks things) by setting the `DISPLAY` parameter to `False`. It makes sense to use this parameter in conjunction with the `MAKE_GLOBAL` parameter so the data is passed to the variable but the table isn't rendered: + + In [10]: %%sql MAKE_GLOBAL=data DISPLAY=False + SELECT * + FROM la_unemployment + +The `ENGINE` parameter accepts any connection string and creates a connection based on that. + + In [10]: %%sql ENGINE='postgresql://username:password@host:port/DB' + SELECT * + FROM la_unemployment + LIMIT 3 +Some SQL statements (`VACUUM`, `CREATE `, `DROP `, etc.) must be executed outside of a transaction block by setting the isolation level to 0 (see this) + + In [10]: %%sql TRANSACTION_BLOCK=False + VACUUM ANALYZE + + +###Pass Python variables to SQL + +To use SQLAlchemy's named parameters (it's nice to just copy and paste if you use Jupyter for +development/editing and don't want to delete all SQLALchemy paramters just to run a query), use +the PARAMS argument. + + In[7]: # define your parameters in a python cell + name = '1976' + period = 'M01' + +Now in a `%%sql` cell: + + In [8]: %%sql DB=bls + SELECT * + FROM la_unemployment + WHERE year = %(year)s + AND period = %(period)s + LIMIT 3 +
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
+ +###`psql` metacommands + + In [1]: %%sql DB=bls + \dp +
SchemaNameTypeAccess privilegesColumn privilegesPolicies
1publicavg_pricetablenannannan
2publicla_unemploymenttablenannannan
3publictu_atustablenannannan
+ + In [2]: %%sql + \d avg_price +
ColumnTypeModifiers
1series_idcharacter varying(17)nan
2yearintegernan
3periodcharacter varying(3)nan
4valuerealnan
+ + In [3]: %%sql DB=sports + \COPY public.nba (dateof, team, opp, pts, fouls) to '///.csv' + + Out[3]:

COPY 3092

+ +###Multi-threading + +All queries are executed on their own thread, so you can run as many queries as your box will allow while concurrently executing python code. + +##Buttons + +![lots_of_buttons](images/buttons.png?raw=true) + +Buttons include
• Running Explain Analyze on your query
• executing query
• executing query and returning SQLAlchemy results in a variable
• saving to a TSV
• stopping query
• swithcing between user-defined engines + +##Inline editing + +Set the `EDIT` parameter to `True` to enable inline editing. As long as you are querying one table and that table has a primary key, then you can edit it using the UI. + +![inline editing](images/Screen Shot 2016-11-08 at 8.32.56 PM.png) + And that's it. Enjoy and contribute. From 9b3856f1efbaf976b638d1e8ba0ee227d45e00f1 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:18:10 -0600 Subject: [PATCH 024/188] Update README.md --- README.md | 16 +++++++++++++--- 1 file changed, 13 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 4941da0..bd1a87d 100644 --- a/README.md +++ b/README.md @@ -141,9 +141,7 @@ Some SQL statements (`VACUUM`, `CREATE `, `DROP `, etc.) must be execute ###Pass Python variables to SQL -To use SQLAlchemy's named parameters (it's nice to just copy and paste if you use Jupyter for -development/editing and don't want to delete all SQLALchemy paramters just to run a query), use -the PARAMS argument. +To pass python variables to your queries, just do the following. In[7]: # define your parameters in a python cell name = '1976' @@ -157,6 +155,18 @@ Now in a `%%sql` cell: WHERE year = %(year)s AND period = %(period)s LIMIT 3 + +You can also use a colon to indicate your variables: + + In [8]: %%sql DB=bls + SELECT * + FROM la_unemployment + WHERE year = :year + AND period = :period + LIMIT 3 + +Both output the following table: +
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
###`psql` metacommands From b90320f736e93dad4ef9b71053da2840eae027f2 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:20:28 -0600 Subject: [PATCH 025/188] Update README.md --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index bd1a87d..3924849 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,5 @@ # SQLCell -Uses IPython (Jupyter) magic function to run SQL queries in IPython Notebook. Blog post here. - -SQLCell Readme with IPython Notebook Markdown can be found here +Run raw SQL in an IPython Notebook without a wrapper. Blog post here. SQLCell Readme with IPython Notebook Markdown can be found here You can get rid of your favorite SQL interface and use an IPython Notebook to run queries with as little as From 4b2127b3b9db5ecb81cf70dd1a2f292a906fcfe5 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:33:41 -0600 Subject: [PATCH 026/188] Add files via upload --- images/query_plan_table.png | Bin 0 -> 324256 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/query_plan_table.png diff --git a/images/query_plan_table.png b/images/query_plan_table.png new file mode 100644 index 0000000000000000000000000000000000000000..09bc11d2fe11e2cd60a47c222b1417d69541e236 GIT binary patch literal 324256 zcma%j2RPO5`@cj)R*{e>NeIabSqULzZz_8od&kL2%P3LE%E~y7y^mu?$liPJwjH*x~`D(9?x?>&vW0e`*pwW-al7Wpde!;BOoB4P<;ACgMfhKkbr>b zkn{rhjrMmt7y-d0dK+2U=Zdnjtj}E>Ep6;A2ne3OkJcs8(p02R)YTwWyc-)K`&8P*tftRze<0tqN>9ruczXE_0lPHG-TUUQWFh_q z1)m98H;&L->sO24x{S*+t|nn|+I{8Kk0}YB-fLtSd#ozi7<#VO{o!ME8iHWTUm}S* 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zz?Cz95p@``0ub6TDE$cnNfVHfhlu8|P}(ry-?GV>zni7=m)*|yL;aZ*a#ry^;|FXy z|5#N5vtUVa^dkA`&a;ysx^<3iFajxN29j*!?j8XNngMO+>C)f5g?c;6@p!GK@n4d& zAOmIkY>{(HUwXbLoE+gF;Lqf*di1)W@hUHWKRY2AHgXm_j)xT8OGs$Pz6OSP%G4nF z(LOwbXy0UH-@m7r;1=jI#2f*s_OxptA%#*yq@y$CiYHM_WxZr6gK~9Ku|>%nW$fbf zMoPsvpy2jyz5UdO@q_`+Lzu&l8{A9shG~}i1Fa5cQ+8|Cb-b|k5E3MBn5ypSo_nz0 zJn>l#7kjh(x{(o^Ewe5z2gMRTTnau{uRjKIQjdTWXoF~I%3Dh|RaQdX-Ioh)JY zi35EOC*_u1Zo~XTJhqVbjk`vt0axX@q=A0umJe;3_{dBV@q}I3xU5jVTFneJ3y&ru z$YkjWMvi=ac%d@B1Q;8{R>2-%Ccj49Sk2AZKzD409AoMO1jdVuZnhZ=G_FJ;l^G^& z>%ypvw(S$fcTvn_USD2xVqy1N)f)|4T3FT$uPq9#M+)md_UHV|jh_pJX^48Q7h$)g zg;I2P5{$(Hgg-o~%tYWhw^p2kQdmx>#^EA3bG+8mOi)!c z3@psFw`kVIll&2kXk%leC3G6IDM2)&G}ga9&SGO(Ss8z*Hh~tdv3mD@nRX zjWWj<5T#Dy@&44k8dqX?9>ZkIs;iNMYHr2M;|GutUeR(0-)qU%m^X$g*@(8(R z`S+b`wpb+t6?cW~a+QCpV?Q5;3DjY+%a!;2m#>?>678t8#0A=Z-B$P<6ldPh7i9_| z8j^_J{?(V7|KnC9Rv<-^KKMnS_pA4UAHRRNuS=WnC-==Y_-=FG+_mqwbq=rl?&to~ z6MuIl-(AV~z&|g*e!mdkFU0o?@%=*lUq#9HWb=En`MqxaoK*v_@c+BwzYhZ19}iR2 z!t!fN1G^gcn&F(;a!y$fJ;|k1*9us>GVhmvix@1EJh3$imJ8h0<@AqPnOD9%l#rR3 zF;q)Y(QCeN52X2Z|AoReADUQj<;HUO2oj>AnScv7=7)|Z0d?mt&h;Bl#VD*l{vc(l{qp{-2+E#hQ1QQsw0%A}eeES^)nXQ^p=mRyuR_e=P4# A*Z=?k literal 0 HcmV?d00001 From d0bca61b409d632d07d7248bc7f7e8f00ea92e65 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:39:11 -0600 Subject: [PATCH 028/188] Update README.md --- README.md | 20 ++++++++++++++++++-- 1 file changed, 18 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 3924849..89423a2 100644 --- a/README.md +++ b/README.md @@ -16,6 +16,9 @@ You can get rid of your favorite SQL interface and use an IPython Notebook to ru
 iii. [Multi-threading](#multi-threading)
 iv. [Buttons](#buttons)
 iv. [Inline editing](#inline-editing) +
 iv. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table) + 
• [Pipeline](#pipeline) +
 iv. [Easy-to-read Query Plan Graph](#easy-to-read-query-plan-graph) ##Most recent feature @@ -186,18 +189,31 @@ Both output the following table: All queries are executed on their own thread, so you can run as many queries as your box will allow while concurrently executing python code. -##Buttons +###Buttons ![lots_of_buttons](images/buttons.png?raw=true) Buttons include
• Running Explain Analyze on your query
• executing query
• executing query and returning SQLAlchemy results in a variable
• saving to a TSV
• stopping query
• swithcing between user-defined engines -##Inline editing +###Inline editing Set the `EDIT` parameter to `True` to enable inline editing. As long as you are querying one table and that table has a primary key, then you can edit it using the UI. ![inline editing](images/Screen Shot 2016-11-08 at 8.32.56 PM.png) +###Easy to read Query Plan table +This includes a heatmap-like color scale to indicate problem spots in your query. + +![query_plan_table](images/query_plan_table.png) + + +###Easy to read Query Plan graph +This is a sankey graph and also includes a heatmap-like color scale to indicate problem spots in your query, built with D3.js. + + + +![query_plan_graph](images/query_plan_graph.png) + And that's it. Enjoy and contribute. From c0ffebc5512e8d7e3d174c0d7cf476e2b23b9b72 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:40:30 -0600 Subject: [PATCH 029/188] Update README.md --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 89423a2..6b442d1 100644 --- a/README.md +++ b/README.md @@ -206,14 +206,14 @@ This includes a heatmap-like color scale to indicate problem spots in your query ![query_plan_table](images/query_plan_table.png) +##Pipeline ###Easy to read Query Plan graph -This is a sankey graph and also includes a heatmap-like color scale to indicate problem spots in your query, built with D3.js. - - +Currently in dev, this is a sankey graph and also includes a heatmap-like color scale to indicate problem spots in your query, built with D3.js. ![query_plan_graph](images/query_plan_graph.png) + And that's it. Enjoy and contribute. From 3b2c453f8484aeb168d91fcb7b56ea0f80795d10 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:41:23 -0600 Subject: [PATCH 030/188] Update README.md --- README.md | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 6b442d1..9e880ee 100644 --- a/README.md +++ b/README.md @@ -15,10 +15,10 @@ You can get rid of your favorite SQL interface and use an IPython Notebook to ru
 ii. [`psql` metacommands](#psql-metacommands)
 iii. [Multi-threading](#multi-threading)
 iv. [Buttons](#buttons) -
 iv. [Inline editing](#inline-editing) -
 iv. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table) +
 v. [Inline editing](#inline-editing) +
 vi. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table)  
• [Pipeline](#pipeline) -
 iv. [Easy-to-read Query Plan Graph](#easy-to-read-query-plan-graph) +
 i. [Easy-to-read Query Plan Graph](#easy-to-read-query-plan-graph) ##Most recent feature From e8050f5159bd942cae419c729b86560a74e977eb Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:41:58 -0600 Subject: [PATCH 031/188] Update README.md --- README.md | 12 ++++++------ 1 file changed, 6 insertions(+), 6 deletions(-) diff --git a/README.md b/README.md index 9e880ee..56e7bcc 100644 --- a/README.md +++ b/README.md @@ -11,12 +11,12 @@ You can get rid of your favorite SQL interface and use an IPython Notebook to ru  
• [Installation and Configuration](#installation-and-configuration)  
• [Features](#features)
 i. [Parameters](#parameters) -
 i. [Pass python variables to SQL](#pass-python-variables-to-sql) -
 ii. [`psql` metacommands](#psql-metacommands) -
 iii. [Multi-threading](#multi-threading) -
 iv. [Buttons](#buttons) -
 v. [Inline editing](#inline-editing) -
 vi. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table) +
 ii. [Pass python variables to SQL](#pass-python-variables-to-sql) +
 iii. [`psql` metacommands](#psql-metacommands) +
 iv. [Multi-threading](#multi-threading) +
 v. [Buttons](#buttons) +
 vi. [Inline editing](#inline-editing) +
 vii. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table)  
• [Pipeline](#pipeline)
 i. [Easy-to-read Query Plan Graph](#easy-to-read-query-plan-graph) From 203b5889c9f1d7e84e068b339a4614d9527b4152 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 00:47:36 -0600 Subject: [PATCH 032/188] Update README.md --- README.md | 4 ++++ 1 file changed, 4 insertions(+) diff --git a/README.md b/README.md index 56e7bcc..ff3a8c6 100644 --- a/README.md +++ b/README.md @@ -19,6 +19,10 @@ You can get rid of your favorite SQL interface and use an IPython Notebook to ru
 vii. [Easy-to-read Query Plan Table](#easy-to-read-query-plan-table)  
• [Pipeline](#pipeline)
 i. [Easy-to-read Query Plan Graph](#easy-to-read-query-plan-graph) + 
• To dos +
 i. Add UI elements to perform basic, common database tasks, such as adding columns, creating tables, etc. + +Open issues can be found here. ##Most recent feature From f04915427d3a2e95fccaac7c5d07028750b34b17 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 10:38:13 -0600 Subject: [PATCH 033/188] Update README.md --- README.md | 39 ++++++++++++++++++++++++++++++++++++--- 1 file changed, 36 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index ff3a8c6..395ff09 100644 --- a/README.md +++ b/README.md @@ -29,7 +29,7 @@ Open issues can be found added 11/22/2016 -SQLCell now accepts psql meta commands +SQLCell now accepts psql metacommands In [1]: %%sql DB=bls \dp @@ -66,6 +66,21 @@ options, like writing results to a CSV, using SQLAlchemy named parameters and mo ###Parameters +Available parameters: +
• [`DB`](#db-parameter): Determines what database to query. On the first run, this parameter is required. After that, it will remember what database was chosen. To change databases, use this parameter again. Default is the last-specificed database. +
• [`PATH`](#path-parameter): Writes results of the query to a CSV (can also be done through the UI). No default. +
• [`MAKE_GLOBAL`](#make_global-parameter): Passes results of the query to the variable you pass to it. If this parameters is specified but the `RAW` parameter is not, then the results will be a Pandas DataFrame. If `RAW` is set to `True`, then the results will be the raw RowProxy returned from the database. No Default. +
• [`RAW`](#raw-parameter): Determines whether the data will be of type DataFrame or RowProxy. Default: `False`. +
• [`DISPLAY`](#display-parameter): Determines whether or not to render the results as a table. This is best used in conjunction with the `MAKE_GLOBAL` parameter because displaying a table in a busy workflow can be cumbersome and annoying sometimes. +
• [`ENGINE`](#engine-parameter): Speicifies what host, database to connect to. Default is the connection that is specified in the engine_config.py file. If the engine_config.py file is not configured, then the `ENGINE` parameter is required. +
• [`TRANSACTION_BLOCK`](#transaction_block-parameter)': Determines whether the query will be executed inside a transaction block or not. This is useful when creating a database, dropping a database, `VACUUM ANALYZE`ing a database, or any other query statements that cannot be run inside a transaction block. Default: True +
• [`EDIT`](#edit-parameter): Enables inline editing. To use this, you must specify only one table in your query, and that table must have primary key. Default: False. + + + +Examples of how to use these are below. + +####`DB` Parameter After adding your connection details to engines.py, run your first query with the DB argument: In [3]: %%sql DB=bls @@ -90,6 +105,8 @@ To switch databases, just invoke the DB argument again with a different database FROM nba LIMIT 3
dateofteamoppptsfgfg_attftft_attfg3fg3_attoff_reboundsdef_reboundsasstblksfoulsstlsturnovers
12015-10-27DETATL106379620261229233623315515
22015-10-27ATLDET943782121582773322425915
32015-10-27CLECHI9538941017929113926721511
+####`PATH` Parameter + To write the data to a CSV, use the PATH argument: In [6]: %%sql PATH='///.csv' @@ -97,6 +114,8 @@ To write the data to a CSV, use the PATH argument: FROM nba LIMIT 3
dateofteamoppptsfgfg_attftft_attfg3fg3_attoff_reboundsdef_reboundsasstblksfoulsstlsturnovers
12015-10-27DETATL106379620261229233623315515
22015-10-27ATLDET943782121582773322425915
32015-10-27CLECHI9538941017929113926721511
+ +####`MAKE_GLOBAL` parameter And my favorite. You can assign the dataframe to a variable like this useing the MAKE_GLOBAL argument: In [9]: %%sql MAKE_GLOBAL=WHATEVER_NAME_YOU_WANT DB=bls @@ -112,6 +131,7 @@ And call the variable: In [10]: WHATEVER_NAME_YOU_WANT
series_idyearperiodvaluefootnote_codes
1LASST4700000000000031976M016.2None
2LASST4700000000000041976M01111152.0None
3LASST4700000000000051976M011691780.0None
+####`RAW` Parameter You can also return the raw RowProxy from SQLAlchemy by setting the RAW argument to `True` and using the `MAKE_GLOBAL` argument. @@ -124,13 +144,15 @@ argument. [(u'LASST470000000000003', 1976, u'M01', 6.2, None), (u'LASST470000000000003', 1976, u'M02', 6.1, None), (u'LASST470000000000003', 1976, u'M03', 6.0, None)] - + +####`DISPLAY` Parameter Query the data without rendering the table (useful if the result set is prohibitively large and displaying the table breaks things) by setting the `DISPLAY` parameter to `False`. It makes sense to use this parameter in conjunction with the `MAKE_GLOBAL` parameter so the data is passed to the variable but the table isn't rendered: In [10]: %%sql MAKE_GLOBAL=data DISPLAY=False SELECT * FROM la_unemployment - + +####`ENGINE` Parameter The `ENGINE` parameter accepts any connection string and creates a connection based on that. In [10]: %%sql ENGINE='postgresql://username:password@host:port/DB' @@ -138,10 +160,21 @@ The `ENGINE` parameter accepts any connection string and creates a connection ba FROM la_unemployment LIMIT 3 +####`TRANSACTION_BLOCK` Parameter Some SQL statements (`VACUUM`, `CREATE `, `DROP `, etc.) must be executed outside of a transaction block by setting the isolation level to 0 (see this) In [10]: %%sql TRANSACTION_BLOCK=False VACUUM ANALYZE + +####`EDIT` Parameter +Enables inline editing. + + In [10]: %%sql EDIT=True + SELECT * + FROM la_unemployment + LIMIT 3 + +Will display a table where the cells can be clicked on and edited. ###Pass Python variables to SQL From 3d49368d0a90c53b8dd71fe6c1f84664df10279b Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 10:43:06 -0600 Subject: [PATCH 034/188] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 395ff09..2cf1c82 100644 --- a/README.md +++ b/README.md @@ -51,7 +51,7 @@ Just clone the repo and `cp` the `sqlcell_app.py` file to Jupyter's startup dire $ cd .ipython/profile_default/startup # or wherever your startup directory is $ git clone https://github.com/tmthyjames/SQLCell.git - $ cp SQLCell/sqlcell_app.py sqlcell_app.py # place app.py in the startup folder so it will get executed + $ cp SQLCell/sqlcell_app.py sqlcell_app.py # place sqlcell_app.py in the startup folder so it will get executed Then in the engine_config.py file, define your connection variables. If you don't add them to engine_config.py, then you'll have to pass a connection string to the ENGINE parameter everytime you use `%%sql`, like so: From b8342a221334922ada3d0b53eec3d3d49183f6b7 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 12:04:25 -0600 Subject: [PATCH 035/188] Update README.md --- README.md | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/README.md b/README.md index 2cf1c82..bafa31c 100644 --- a/README.md +++ b/README.md @@ -69,12 +69,12 @@ options, like writing results to a CSV, using SQLAlchemy named parameters and mo Available parameters:
• [`DB`](#db-parameter): Determines what database to query. On the first run, this parameter is required. After that, it will remember what database was chosen. To change databases, use this parameter again. Default is the last-specificed database.
• [`PATH`](#path-parameter): Writes results of the query to a CSV (can also be done through the UI). No default. -
• [`MAKE_GLOBAL`](#make_global-parameter): Passes results of the query to the variable you pass to it. If this parameters is specified but the `RAW` parameter is not, then the results will be a Pandas DataFrame. If `RAW` is set to `True`, then the results will be the raw RowProxy returned from the database. No Default. +
• [`MAKE_GLOBAL`](#make_global-parameter): Passes results of the query to the variable you pass to it. If this parameter is specified but the `RAW` parameter is not, then the results will be a Pandas DataFrame. If `RAW` is set to `True`, then the results will be the raw RowProxy returned from the database. No Default.
• [`RAW`](#raw-parameter): Determines whether the data will be of type DataFrame or RowProxy. Default: `False`.
• [`DISPLAY`](#display-parameter): Determines whether or not to render the results as a table. This is best used in conjunction with the `MAKE_GLOBAL` parameter because displaying a table in a busy workflow can be cumbersome and annoying sometimes.
• [`ENGINE`](#engine-parameter): Speicifies what host, database to connect to. Default is the connection that is specified in the engine_config.py file. If the engine_config.py file is not configured, then the `ENGINE` parameter is required.
• [`TRANSACTION_BLOCK`](#transaction_block-parameter)': Determines whether the query will be executed inside a transaction block or not. This is useful when creating a database, dropping a database, `VACUUM ANALYZE`ing a database, or any other query statements that cannot be run inside a transaction block. Default: True -
• [`EDIT`](#edit-parameter): Enables inline editing. To use this, you must specify only one table in your query, and that table must have primary key. Default: False. +
• [`EDIT`](#edit-parameter): Enables inline editing. To use this, you must specify only one table in your query, and that table must have a primary key. Default: False. 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Subject: [PATCH 037/188] Update README.md --- README.md | 4 +--- 1 file changed, 1 insertion(+), 3 deletions(-) diff --git a/README.md b/README.md index bafa31c..0862dd5 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,8 @@ # SQLCell Run raw SQL in an IPython Notebook without a wrapper. Blog post here. SQLCell Readme with IPython Notebook Markdown can be found here -You can get rid of your favorite SQL interface and use an IPython Notebook to run queries with as little as +![SQLCell preview](images/initial_query.png) - In [1]: %%sql - your query ## Contents  
• [Most recent feature](#most-recent-feature) From f6aff1885443ac994d7a6c5d5e3d0377809613c0 Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 12:58:41 -0600 Subject: [PATCH 038/188] Add files via upload --- images/initial_query_lg.png | Bin 0 -> 261047 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 images/initial_query_lg.png diff --git a/images/initial_query_lg.png b/images/initial_query_lg.png new file mode 100644 index 0000000000000000000000000000000000000000..4b89a8e72a29b5fd8aad4d35f4524b14454b0016 GIT binary patch literal 261047 zcmeFZcQl;c`#y>wA`uZmLX?n1bfR}D2%`5M1R2bT-c1lGL`ekEC8D>eql<_VJw}vK zCVKBiFK0jb)bBdye9z?1v)1oj>wV43JZrYE)(UQRog?5>bNI+lsY}9Qu5mr&?7D6G=ZvBU7oQQ_kUM>g z|FH{suzyj}TY|Q=gVl`{+R_)!qYCtkDMu%|eHAr#&l5c0{(fcTuA0pEmxN#4#O`WR z5j;PiC7P^v{rv>$g8eI&I|Q#Db9BA4GUe!sw33Wdy=y}7J%AuG+oAl{S%NAdncNRi zB$GYC7lzMN_!53MX4#&3TvB;Kg@q|9MV7{rhVwh^6>QUwedCTdZ$CJ=_mjoUvQj&< 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zqtsfo>x7RUqx>;+;=2(O07X$}4`C*L=3qy6zrPug!ikD{e~@rMYTEq1iiFk={W=>T zej~JX;8>ZE@ta-Wi@Esc=K>*2M#0;(;eUSVd;f>seRT7u{?Blc%@h7E{K{rDeb+H< zM$>m4(`Gb%*D-BI({~-yW;A`*F>OZEcOBDaG=0}GZAQ~~9n=58XmXN1hG{T&4|S__ zWNKw9m<{AVJSg!aq`$wgfS~RHxC>oRu+?It?LC(&T9bJ*YFZ(owwdU?*d%&Ibl`)v zC#Oaz)J)suYnzsq+gZUAKg1N=_^{8(0*{equzB?COE*AsaRMV0;ZSe!E*7ij-G@U4LYhoW?T nxTf9wso#aY{Qq^rb?e(Pv#O-ULVV*E@J~ Date: Sun, 4 Dec 2016 12:58:58 -0600 Subject: [PATCH 039/188] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 0862dd5..5aa76e5 100644 --- a/README.md +++ b/README.md @@ -1,7 +1,7 @@ # SQLCell Run raw SQL in an IPython Notebook without a wrapper. Blog post here. SQLCell Readme with IPython Notebook Markdown can be found here -![SQLCell preview](images/initial_query.png) +![SQLCell preview](images/initial_query_lg.png) ## Contents From 571dceff72361f2c566d1ed5eaa0ab111f9c52ec Mon Sep 17 00:00:00 2001 From: Timothy Dobbins Date: Sun, 4 Dec 2016 12:59:47 -0600 Subject: [PATCH 040/188] Update README.md --- README.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/README.md b/README.md index 5aa76e5..80bdd02 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,5 @@ # SQLCell -Run raw SQL in an IPython Notebook without a wrapper. Blog post here. SQLCell Readme with IPython Notebook Markdown can be found here +Run raw SQL in an IPython Notebook without a wrapper. SQLCell Readme with IPython Notebook Markdown can be found here ![SQLCell preview](images/initial_query_lg.png) From fc163b70d3b724ac0b22b2c8b6b5e1bb60fd91ba Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sun, 4 Dec 2016 16:01:59 -0600 Subject: [PATCH 041/188] fix explain graph and node_walk --- sqlcell.py | 331 ++++++++++++++++++++++++++++++----------------------- 1 file changed, 187 insertions(+), 144 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index ab87556..ee07b5c 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -215,37 +215,71 @@ def kill_last_pid(app=None, db=None): return True -def build_node(id_, node): +def get_depth(obj, itr=0, depth=[]): + if isinstance(obj, dict): + for k, v2 in obj.items(): + if 'Plan' in k: + if k == 'Plans': + itr += 1 + depth.append(itr) + get_depth(v2, itr=itr, depth=depth) + elif isinstance(obj, list): + for i, v2 in enumerate(obj): + if 'Plans' in v2: + get_depth(v2, itr=itr, depth=depth) + else: + depth.append(itr) + return depth + +def build_node(id_, node, xPos): _node = { 'name': id_, 'nodetype': node.get('Plan', node).get('Node Type'), 'starttime': node.get('Plan', node).get('Actual Startup Time'), 'endtime': node.get('Plan', node).get('Actual Total Time'), 'subplan': node.get('Plan', node).get('Subplan Name'), - 'display': node.get('Plan', node).get('Join Filter', node.get('Filter', node.get('Index Cond'))), + 'display': str(node.get('Plan', node).get('Join Filter', + node.get('Filter', + node.get('Index Cond', + node.get('Hash Cond', + node.get('One-Time Filter', + node.get('Recheck Cond') + ) + ) + ) + ) + ) or '') + ' using ' + + str(node.get('Index Name', node.get('Relation Name'))) + ' ' + str(node.get('Alias')or'') + if node.get('Index Name', node.get('Relation Name')) + else '', 'rows': node.get('Plan', node).get('Plan Rows'), + 'xPos': xPos } return _node -def node_walk(obj, key, nodes={}): +def node_walk(obj, key, nodes={}, xPos=None): if not nodes.get('nodes'): nodes['nodes'] = [] nodes['links'] = [] nodes['executionTime'] = obj.get('Execution Time') + nodes['depth'] = 0 target = id(obj) - source_node = build_node(target, obj) + source_node = build_node(target, obj, xPos) + xPos -= 1 if source_node not in nodes['nodes']: nodes['nodes'].append(source_node) for i in obj.get('Plan', obj)[key]: source = id(i) if isinstance(i, dict): plans = i.get('Plans') - target_node = build_node(source, i) + target_node = build_node(source, i, xPos) if target_node not in nodes['nodes']: nodes['nodes'].append(target_node) nodes['links'].append({'source':source, 'target':target,'value':i.get('Total Cost')}) if plans: - node_walk(i, 'Plans', nodes) + nodes['depth'] += 1 + + node_walk(i, 'Plans', nodes, xPos) return nodes def load_js_files(): @@ -636,11 +670,10 @@ def _SQL(path, cell, __KERNEL_VARS__): }); $('#tableData"""+unique_id+"""').append( '

To execute: %s sec | ' - +'To render: %s sec | ' +'Rows: %s | ' +'DB: %s | Host: %s' ) - """ % (str(round(t1, 3)), str(round(t3, 3)), len(df.index), engine.url.database, engine.url.host) + """ % (str(round(t1, 3)), len(df.index), engine.url.database, engine.url.host) ) ) @@ -650,157 +683,167 @@ def _SQL(path, cell, __KERNEL_VARS__): if __SQLCell_GLOBAL_VARS__.__EXPLAIN_GRAPH__: query_plan_obj = table_data[0][0][0] try: - qp = node_walk(query_plan_obj, 'Plans', nodes={}) + xPos = max(get_depth(query_plan_obj)) + qp = node_walk(query_plan_obj, 'Plans', nodes={}, xPos=xPos) + nodes_enum = [{'name': i['name']} for i in qp['nodes']] for i in reversed(qp['links']): i['source'] = nodes_enum.index({'name': i['source']}) i['target'] = nodes_enum.index({'name': i['target']}) + query_plan_depth = qp['depth'] query_plan = json.dumps(qp) display( HTML( - """ - -

- - + - """ + node.append("text") + .attr("x", -6) + .attr("y", function(d) { + return d.dy / 2; + }) + .attr("dy", ".35em") + .attr("text-anchor", "end") + .attr("transform", null) + .text(function(d) { + return d.subplan || d.nodetype; + }) + .filter(function(d) { + return d.x < width / 2; + }) + .attr("x", 6 + sankey.nodeWidth()) + .attr("text-anchor", "start"); + + function dragmove(d) { + d3.select(this).attr("transform", "translate(" + d.x + "," + (d.y = Math.max(0, Math.min(height - d.dy, d3.event.y))) + ")"); + sankey.relayout(); + link.attr("d", path); + } + + """ ) ) except KeyError as e: From ce242203b2dfae174a26e5a91be12a293f654731 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sun, 4 Dec 2016 16:22:12 -0600 Subject: [PATCH 042/188] control for Function Scan in query plan --- sqlcell.py | 8 ++++++-- 1 file changed, 6 insertions(+), 2 deletions(-) diff --git a/sqlcell.py b/sqlcell.py index ee07b5c..ad797fd 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -249,8 +249,12 @@ def build_node(id_, node, xPos): ) ) ) or '') + ' using ' - + str(node.get('Index Name', node.get('Relation Name'))) + ' ' + str(node.get('Alias')or'') - if node.get('Index Name', node.get('Relation Name')) + + str(node.get('Index Name', + node.get('Relation Name', + node.get('Schema')))) + ' ' + str(node.get('Alias')or'') + if node.get('Index Name', + node.get('Relation Name', + node.get('Schema'))) else '', 'rows': node.get('Plan', node).get('Plan Rows'), 'xPos': xPos From 76a4ea3aa46cdd355abef5ed1c357829cd457240 Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sun, 4 Dec 2016 16:33:58 -0600 Subject: [PATCH 043/188] put inline conditional in paren #18 --- engines/engine_config.py | 2 +- sqlcell.py | 4 ++-- 2 files changed, 3 insertions(+), 3 deletions(-) diff --git a/engines/engine_config.py b/engines/engine_config.py index b6c3897..c9b4ecf 100644 --- a/engines/engine_config.py +++ b/engines/engine_config.py @@ -7,4 +7,4 @@ host = 'localhost' port = '5432' # empty until set by user -default_db = 'phUsers' +default_db = 'phTeam' diff --git a/sqlcell.py b/sqlcell.py index ad797fd..bde0551 100644 --- a/sqlcell.py +++ b/sqlcell.py @@ -248,14 +248,14 @@ def build_node(id_, node, xPos): ) ) ) - ) or '') + ' using ' + ) or '') + (' using ' + str(node.get('Index Name', node.get('Relation Name', node.get('Schema')))) + ' ' + str(node.get('Alias')or'') if node.get('Index Name', node.get('Relation Name', node.get('Schema'))) - else '', + else ''), 'rows': node.get('Plan', node).get('Plan Rows'), 'xPos': xPos } From 791e7e08d3258e961f6d8f6930929558916efbde Mon Sep 17 00:00:00 2001 From: Tim Dobbins Date: Sun, 4 Dec 2016 16:36:10 -0600 Subject: [PATCH 044/188] adjust node height in sankey.js --- js/sankey.js | 1 + 1 file changed, 1 insertion(+) diff --git a/js/sankey.js b/js/sankey.js index a91e182..b3e6991 100644 --- a/js/sankey.js +++ b/js/sankey.js @@ -35,6 +35,7 @@ d3.sankey = function() { sankey.size = function(_) { if (!arguments.length) return size; + _[1] = _[1] - 89; 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