python - Pandas to hdf5 index entropy quality, Converting Pandas Dataframe to Pytable object -


we got pandas dataframe few millions of rows , 1000 columns, interested store dataframe in pytable hdf5 format in order enjoy fast read / write format capabilities , query data. our table big (few millions rows , 1000 columns), there 2 columns index in order query. means time of reading file.

so there method of pandas - https://pandas.pydata.org/pandas-docs/stable/generated/pandas.dataframe.to_hdf.html,

which can use following, when 'col_a' , 'col_b' should indexed.

example: df.to_hdf('filename', key = 'dataset', format='table', append = true, data_columns = ['col_a', 'col_b'])

the thing is, performance not enough us, read in pytable documentations -

http://www.pytables.org/usersguide/libref/structured_storage.html#tables.column.create_index quote:

"the optimization level building index. levels ranges 0 (no optimization) 9 (maximum optimization). higher levels of optimization mean better chances reducing entropy of index @ price of using more cpu, memory , i/o resources creating index."

so, questions are:

1) optimization level pandas use when writing hdf5 table using pytable?

2) if optimization not maximal, how can set ? can think converting pandas dataframe object pytable object , configure pytable object desired index performance. didnt see documentation how beside saving file , read pytable.

thank you


Comments

Post a Comment

Popular posts from this blog

node.js - Node js - Trying to send POST request, but it is not loading javascript content -

i have been trying send post request website, , has not been loading full site. i guessing problem node js not loading javascript content, executing it. can see javascript in response, though never loads content javascript files producing in html. what mean is, doesn't execute javascript. how make node js code overcome this, , wait the full website load? have tried native code, , "request' module, both producing same errors. if helps, don't need native javascript. modules fine. some code have tried (request module): var options = { method: 'post', uri: 'https://url', formdata: { 'email': 'email', 'prize': '0', 'transactional': 'on' }, headers: { /* 'content-type': 'application/x-www-form-urlencoded' */ // set automatically } }; rp(options) .then(function (body) { console.log(body) }) .catch(function (err) { console.log(err) }); when fetch content...
Read more

javascript - Replicate keyboard event with html button -

i have tried few ways make happen. have javascript pinball game uses keyboard keys controls. converting application touch screen display. workaround, hoping overlay buttons when clicked simulate keyboard strokes. have done research , sounds should work. using jquery v3.2.1 here things have tried far... html element: <input type="button" class="coil"></input> $('.coil').trigger({type: 'keydown', which: 40, keycode: 40}); with this, not errors, nothing happens. var coilkey = $('body').keydown(function(e) { switch (e.keycode) { case 40: break;} }) $('.coil').click(coilkey); this 1 returns error in console... ((jquery.event.special[handleobj.origtype] || (intermediate value)).handle || handleobj.handler).apply not function below javascript game engine handles key listeners... addkeylistener: function (keyandlistener) { this.keylisteners.push(keyandlistener); }, // gi...
Read more

javascript - Web audio api 5.1 surround example not working in firefox -

i've been playing lott lately web audio api on both firefox , chrome. few days ago started experiment surround set. when trying surround audio in web audio api came notice example works fine in chrome v59 not in firefox v54. // create web audio api context var audioctx = new (window.audiocontext || window.webkitaudiocontext)(); audioctx.destination.channelinterpretation = 'discrete'; audioctx.destination.channelcountmode = 'explicit'; audioctx.destination.channelcount = 6; var oscillators = []; var merger = audioctx.createchannelmerger(6); console.log(audioctx.destination, merger); //merger.channelinterpretation = 'discrete'; //merger.channelcountmode = 'explicit'; //merger.channelcount = 6; var addoscilator = function(channel, frequency) { var oscillator = audioctx.createoscillator(); oscillator.frequency.value = frequency; // value in hertz oscillator.connect(merger,0,channel); oscillator.start(); oscillators.push(o...
Read more