Opened 14 years ago
Closed 14 years ago
#5093 closed enhancement (fixed)
[with patch, positive review] rewrite fast_float to support more datatypes
Reported by: | cwitty | Owned by: | cwitty |
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Priority: | major | Milestone: | sage-3.4.1 |
Component: | basic arithmetic | Keywords: | |
Cc: | robertwb, jason, bober | Merged in: | |
Authors: | Reviewers: | ||
Report Upstream: | N/A | Work issues: | |
Branch: | Commit: | ||
Dependencies: | Stopgaps: |
Description
I've mentioned several times over the past months that I'm rewriting fast_float. Here's a preliminary patch, that shows the direction I'm taking (automatically generate interpreters for each type, by having Python code write C code).
This version replaces fast_float with the new code, and also adds a new entry point, fast_callable.
fast_callable(EXPR, domain=R)
(where EXPR is a symbolic expression or a polynomial) is essentially equivalent to evaluating EXPR with calls to R() at every node. There's special fast support for domain=RDF or domain=RealField?(n), and there's slowish generic code that should work for arbitrary R.
The code is not ready for submission... there are very few doctests, and a lot of the documentation is simply wrong. But if anybody has any comments, I'd be happy to hear them.
Attachments (3)
Change History (36)
comment:1 Changed 14 years ago by
comment:2 Changed 14 years ago by
Status: | new → assigned |
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Changed 14 years ago by
Attachment: | trac5093-fast-callable.patch added |
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comment:3 Changed 14 years ago by
Summary: | [with preliminary patch, request comments] rewrite fast_float to support more datatypes → [with patch, needs review] rewrite fast_float to support more datatypes |
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OK, I've put up a new patch which I think is ready for review. The big feature here is support for multiple types -- we get accelerated evaluation over RealField(k)
as well as RDF, and even the unaccelerated Python-object evaluator (which calls PyNumber_Add
and friends) is still faster than the evaluators for multivariate and univariate polynomials over QQ.
We're also typically somewhat faster than the old fast_float, but often not by a lot. (In the three benchmarks below, the speed gain ranges from 2% faster to more than 2x as fast.) There's still a lot of optimization I can do.
Here are the benchmark details:
sage: set_random_seed(0) sage: K.<x,y,z> = QQ[] sage: p = K.random_element(10, 20) sage: p_rr = p.change_ring(RR) sage: p_rdf = p.change_ring(RDF) sage: fp_old = fast_float(p, x, y, z, old=True) sage: fp_rdf = fast_callable(p, domain=RDF) sage: fp_rr = fast_callable(p, domain=RR) sage: fp_any = fast_callable(p) sage: sage: timeit('p(1,2,3)') 625 loops, best of 3: 369 µs per loop sage: timeit('fp_any(1,2,3)') 625 loops, best of 3: 115 µs per loop sage: sage: timeit('p(1.0,2.0,3.0)') 625 loops, best of 3: 460 µs per loop sage: timeit('p_rr(1.0,2.0,3.0)') 625 loops, best of 3: 341 µs per loop sage: timeit('fp_rr(1.0,2.0,3.0)') 625 loops, best of 3: 121 µs per loop sage: sage: timeit('p(1.0r,2.0r,3.0r)') 625 loops, best of 3: 334 µs per loop sage: timeit('p_rdf(1.0r,2.0r,3.0r)') 625 loops, best of 3: 101 µs per loop sage: timeit('fp_old(1.0r,2.0r,3.0r)') 625 loops, best of 3: 4.27 µs per loop sage: timeit('fp_rdf(1.0r,2.0r,3.0r)') 625 loops, best of 3: 4.18 µs per loop sage: sage: set_random_seed(0) sage: K.<x> = QQ[] sage: p = K.random_element(20) sage: p_rr = p.change_ring(RR) sage: p_rdf = p.change_ring(RDF) sage: fp_old = fast_float(p, x, old=True) sage: fp_rdf = fast_callable(p, domain=RDF) sage: fp_rr = fast_callable(p, domain=RR) sage: fp_any = fast_callable(p) sage: sage: timeit('p(2)') 625 loops, best of 3: 53.3 µs per loop sage: timeit('fp_any(2)') 625 loops, best of 3: 37 µs per loop sage: sage: timeit('p(2.0)') 625 loops, best of 3: 54.9 µs per loop sage: timeit('p_rr(2.0)') 625 loops, best of 3: 5.76 µs per loop sage: timeit('fp_rr(2.0)') 625 loops, best of 3: 7.8 µs per loop sage: sage: timeit('p(2.0r)') 625 loops, best of 3: 153 µs per loop sage: timeit('p_rdf(2.0r)') 625 loops, best of 3: 20.6 µs per loop sage: timeit('fp_old(2.0r)') 625 loops, best of 3: 973 ns per loop sage: timeit('fp_rdf(2.0r)') 625 loops, best of 3: 403 ns per loop sage: sage: var('x,y,z') (x, y, z) sage: v = sin(sqrt(x*x + y^3) + z/4) * (x+y+z^5) sage: fv_old = fast_float(v, x, y, z, old=True) sage: fv_rdf = fast_callable(v, domain=RDF) sage: fv_rr = fast_callable(v, domain=RR) sage: fv_any = fast_callable(v) sage: sage: timeit('v(x=1.0,y=2.0,z=3.0)') 625 loops, best of 3: 438 µs per loop sage: timeit('fv_rr(1.0,2.0,3.0)') 625 loops, best of 3: 35.5 µs per loop sage: sage: timeit('v(x=2.0r,y=2.0r,z=3.0r)') 625 loops, best of 3: 400 µs per loop sage: timeit('fv_old(1.0r,2.0r,3.0r)') 625 loops, best of 3: 680 ns per loop sage: timeit('fv_rdf(1.0r,2.0r,3.0r)') 625 loops, best of 3: 544 ns per loop
comment:4 Changed 14 years ago by
Milestone: | sage-feature → sage-3.4.1 |
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comment:5 Changed 14 years ago by
Type: | defect → enhancement |
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comment:6 Changed 14 years ago by
Cc: | jason added |
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comment:7 Changed 14 years ago by
Cc: | bober added |
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comment:8 Changed 14 years ago by
Is anyone looking at reviewing this ticket? Lots of people are getting emailed about updates, so apparently there is interest :).
I think it could probably benefit from more than one pair of eyes since it is a major rewrite of a very key piece of functionality. I might be able to look at at least some of it next week. Who's with me? :)
comment:9 Changed 14 years ago by
I'll be happy to help out too. Should we set a time to get together on IRC?
comment:15 Changed 14 years ago by
I'm having troubles with the domain option:
ipdb> sincospart2 0.031415926535897932384626433832795028841971693993751058209749445923078164062862090?*u^2 + 128.81577077269348875442992085907054992836460260571058901270931143326149871242219?*u - 903.2497758091134199678561412713008059118088312456679249412429028830613210260356? ipdb> sincospart2.parent() Multivariate Polynomial Ring in u over Real Interval Field with 268 bits of precision ipdb> fast_callable(sincospart2)(-1) -1032.0341306552710107899014356965385608113314621573847628957424648703997415743949? ipdb> fast_callable(sincospart2, domain=sincospart2.base_ring())(-1) [.. NaN ..] ipdb> p sincospart2.dumps() 'x\x9c\x9dSmO\xd4@\x10\xf6PA\n\x02\x82\x08\xa8\xc8\x8a\xa7\xde\x05hzpo\x184|\xf0%\xe6 \x9a\x8b\xfd\xa4\xb2\xd9\xb6\xdb\xeer\xdb\x97i\xb7\r\xa8\x97\xe8\x074\xfe^\xff\x80\xdb\xe38\xce\x0f&\xca\x97\xcd\xec\xcc<\xcf<;;\xf3u\xc4N\x88G\xf5\x98\x07^\xa2G\xa18\x0eB\x9f\x13\xa1\xfb\xa9\x90\x1c\x9f;0\x15\xd4\xa7\x81\xd4\xf6\xdf\x9e\xfb\xf2\xb0\xc3m\xa9A\xa1\xfc\r\xfe\x99*\xcf\xc0\x1e\rh\xccm-\r"nw\x04\xc5C\xc4\xed\xa1\x04\x9cU4\xb8\\\x1a\xe6\x8e\xa9"\xf1#\x97k\x18\xdb\xea")\xc6m\xe5{\x1dH\x1agD\xbc\xe4T88\xa3q\xc2\xc3\xc0\xd0\xe0\xca\xfed\xe1\xe7\xf76\\m\x15\xccBz\x02\xa3\x7f\x11\xaa\xd0>\x0ec\x87\xc6\xda;e\xbe\xe9Y0\xa6\x9ev\xad\x0b\xe3%s\x11\x0f\xdc\x18\'\n\x9d\n\x12\xe3D\xc6\xa0\x99#N\x04\x13\xe6\xccpF@|\n\x93\xe6\xb8C\xbd\x98f\x82\x1e\xc1us\x0cc\'\xb41\x86)\xf3\x97\xf6<\x0fP\xa4\x82J*E*\x83\xdb\xa1\x17\x93\x88q\x1b\x95\x06\xb02\xca\x85\xa1\x9e0UT\xd7\xb4=*QQ\xc5KG\x07\xa4\x8c\x9e"\x82\r\xb4\x86t]W\'\xc1\x9f\x83\x8dJw\xbd\x88$\xa3\x01*\xaa\x14\xb4\x83\x8e\x0e,\xb4\xf3\xf4\x19\x1a\x80v\xfa\xa6U.*fm\x98\xed<@\x02\x07\x15?(Y\x89L> C1 \xae\x90\xc1\x93\xb3**\xdb\xea\xd7\xcb\xcb\xaf\xe7~\xbev\xe6\xcf\xad\xdc\xc5\xd13u\xe5zQ\x83isi\xb8E>\xb1\x89j\xe2\xf1f\xaf\x8b3\xe6\xd8\xab6\xcd\xf6T\xa7n\x98\xb3\xc3y\x82\x06\x9ed0\xab>p\xd4\x12\xa1\xddI`\x8e\xe5\x1fs\xb3\x0b\xf3%\xa6\xb1\t\xf6G\xa3o\xb1)6\xcdf\xd8\r\xa6 l\xael\xce\xffY\xd5\xf3I\xaf\xe2\x829\xbe\xda\xc7\xac\xc2bj\x9d\xc0\x12[`\xca\x90m\xb8\xdd\x85;\xe6\xf2\xf0X\x9e\xed\x00>3\xe0\xee_&i\xb0\x18>\xe9P\x9c3<\xef\xad\xc9r\x17\xee\x95\xfe\t\xf3\xe2]\x1a\t\xaa\xc1J\xb7UP\xa3\x8b\xfe{\xfe_\xf4\xb5\x9e\xaf\xc1}v\xd5\xfc\xf2~#\xd1\x1b\x8d,\xecH;\x8e\xac\x0e\xa7\xd6\xa1\xbb%\x03\xe0n\xdc\x14\xec\x90\x1f\x92\x86\xbbE\xea\xb4\x11n\xd6\x9a$ lS$\xbcaEUc\xb7\xa2\xbe\x18]\x0c\x1e\x1a\n\xfe\xb1\x85~\xb4a\x95\xadt\xe1A\xebR\xab\x90\xf4^Vd\xb9\xaeO\xef\xab\xba\x01[V\xad#\xa9\xb1\xed\xdb\xf6v\x85Vi5\xdc\xce8\xa4\xae\x1bZ\x95&\x87\x8a\xdc\xce`3r\x1c+\xad\xd4\x84\xeb\xd6S?\xed\xcb\xba\x10:\xa8\x0eT=\xccU=R\xaaFNU=f\xa7\xdd\xaa\xe8F\xcd\xc9x\xd3\xe2\xb4N\xeb\x91\xd1\x902\xde\xf2|\x11\xb9U\x03\x1a\xb1\xa8\xd6\xa2\xcc\xf3,;\x12P\xb7djd^\x95\xc8\x0eo\xeen\xf4d]\x0c~h(\xf8\xa9\xaeRz\xd2\x86r\xf2\xdd\xd2\x7f\x03\xd6\r\xef\xde'
Perhaps that loads/dumps string can help.
comment:16 Changed 14 years ago by
OK, this is due to a missing feature in fast_callable. I intended to fix things so that domain=... would not affect integral exponents (and actually documented this intention as fact), but didn't actually implement it.
So the failure is caused from:
sage: RIF(-1)^RIF(1) [.. NaN ..]
which happens because RIF exponentiation for an exponent that is not an Integer is based on .log()/.exp(), and .log() of a negative RIF is NaN.
The two easy workarounds are:
1) don't use domain=... (it will probably only slow things down for you anyway; it's useful if there is a specialized interpreter for your type, but RIF doesn't have one yet)
2) use sincospart2.univariate_polynomial() instead; fast_callable for univariate polynomials uses Horner's rule, so it doesn't use exponentiation at all. This will be faster, too.
(BTW, why do you have a multivariate polynomial ring in one variable?)
comment:17 Changed 14 years ago by
Shouldn't this work?
sage: fast_callable(0,domain=RDF) --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) /home/jason/.sage/temp/littleone/22491/_home_jason__sage_init_sage_0.py in <module>() /home/jason/sage/local/lib/python2.5/site-packages/sage/ext/fast_callable.so in sage.ext.fast_callable.fast_callable (sage/ext/fast_callable.c:2350)() AttributeError: 'sage.rings.integer.Integer' object has no attribute 'variables' sage: fast_callable(0,vars=('x'),domain=RDF) --------------------------------------------------------------------------- AttributeError Traceback (most recent call last) /home/jason/.sage/temp/littleone/22491/_home_jason__sage_init_sage_0.py in <module>() /home/jason/sage/local/lib/python2.5/site-packages/sage/ext/fast_callable.so in sage.ext.fast_callable.fast_callable (sage/ext/fast_callable.c:2569)() AttributeError: 'sage.rings.integer.Integer' object has no attribute '_fast_callable_'
comment:18 Changed 14 years ago by
For Jason Grout, the problems I'm having with types and zero:
ipdb> p sincospart2 0 ipdb> p type(sincospart2) <class 'sage.rings.polynomial.multi_polynomial_element.MPolynomial_polydict'> ipdb> p sincospart2.parent() Multivariate Polynomial Ring in u over Real Interval Field with 268 bits of precision ipdb> fast_callable(sincospart2)(-1) 0 ipdb> type(fast_callable(sincospart2)(-1)) <type 'int'> ipdb> (sincospart2)(-1) 0 ipdb> type((sincospart2)(-1)) <type 'sage.rings.real_mpfi.RealIntervalFieldElement'> ipdb> dumps(sincospart2) 'x\x9c\x8dSMo\xd3@\x10U\n4d[\xda\xb4\xa5\xb4\x05\n\xab\xca\x87D-V\xca\x11\xa5=U D+\x90\xc5\xde\xaa\xae\xd6\xf6\xe0]\xc5^gl\'J\x85"\xc1!\x95\xf8\xbd\xfc\x01\xc6Q>\xdcC%.\xd6\xec\x9b\xf7\xde\x8cgw~\xad\x04\xb9\x8a\xc0\xcd\x8c\x8dr\xb7\x9f\xc6\xb76M\x8c\x8a\xddd\x10\x17F.\x01\t1$`\x0bv\xf5m\x89\x95\xe9\xd0\x04\x05\xc3Z\xfb7\xfe\xb7U\xc9\x90\x11X\xc8L\xc0\x06\xb6o\x82^\x0c\xb2b\xecU\x08rx\xca\xf0Q\xab\xea\x9d\x01\x99$\xfd\x1f\x86I\x19\xd0\xa1\x00)=\xc2>\xdb\x02\xb2\xa1\x8a?\x1a\x88C9\x84,7\xa9\xed0||\xb5^\xfbs\xe7\xe1\x93/5Q\x1bLp\xf5\x81FI\x9d\xc84\x0b!c\xdf)\xfc:\x8d\xb0N\xbf\xf6t\x8c\x8d\x96\xd8\x97\x0bX\xca\x9c\xd4\x83Xe2/2db%\xec\xe3\x9ahV\x19V%\x80\xeb\xa2\x11B\x94\xc10\x86\x11>\x13u)\xc34\x90\x127\xc4_vQ&\x80S\x92Z\x05N\x0c\x13\xa4Q\xa6\xfa\xda\x04\xbc\xb5\x90\xb5y\xd9\x18\x9f6FE]\xc6.\xa1\xe0\x0e\xe5[\xa3\x1b\xd5\xe6g\\\xc9\x0e?\xe6\xae\xeb\xd2W\xc9\x9f\xf6\xdd\xe9\xf8\xc4\xe1\x85\x06\xcb\x1d\xa2\xf0.\x1f\xdd\xf8\xbc{v\xce\x17\xa2\xee,\xf4\xdb\x0e9\xb3\xaa\xdb2\xa1l\xc8\x9dkj+/\xf2k\xde!\x07nHi?\xcc\xab\x10\xdb\x9f\xd5+\xcb\x9f\x94\xb89\x9e\xe3eTB\x86\x9f\xd3\xd1\xb8\x0e\xc3MqP\x1dQ\xa2\x02EC\xbc}?\x9dbS\xd4?y0\xbc\xa4Im\x89\xed*/\x06\x1b\x15\x1a\xb7\xe9\x02W\xfd8\rz9\xee\xe8\xf2b\x9e\x8fq\xb7\xa5\x99^\xd3\xf7\x06\xfdBo\xe8M\xdd\xd4[\x9a$z\xa7-v\xefW\x8d\x125\xad\xb8\'\x1aG3\xcd\x11\xee\x0f\xfc\t\x1e\xe8=MA\xe1\xe1\xcb1\xbe\x12\x87\xd5g9\xdf\x019\x0f\xf0\xf5\x03/i\xb1\x18\x89\xea\x81,\x1d.\xa6kr8\xc67\x13\x0f\xdf\xe6w\xbe\xfb\x0f\x14^3!'
comment:19 Changed 14 years ago by
OK, I can't fix this so that fast_callable matches the behavior of multivariate polynomials while keeping my code generic, because Singular-based polynomials return values of their base_ring in this case and polydict polynomials return values with the same parent as their first argument (falling back to the base ring if the argument has no parent).
K.<x,y> = QQ[] type(K(0)(0, 0)) type(K(0)(0r, 0r)) type(K(0)(RIF(0), RIF(0))) type(K(0)(0.0, 0.0)) K.<x,y> = RIF[] type(K(0)(0, 0)) type(K(0)(0r, 0r)) type(K(0)(RIF(0), RIF(0))) type(K(0)(0.0, 0.0))
My plan is to use the former behavior for all multivariate polynomials, so it won't exactly match polydict polynomials; is that good enough? (That's much easier to implement.)
comment:20 Changed 14 years ago by
I've ready most of the patch, it looks really good, and works on all my examples. I'm still digesting it all... One comment I have is that
sage: from sage.ext.fast_callable import ExpressionTreeBuilder sage: etb = ExpressionTreeBuilder(vars=['x','y']) sage: etb.var('z') Traceback (most recent call last): File "<ipython console>", line 1, in <module> File "fast_callable.pyx", line 555, in sage.ext.fast_callable.ExpressionTreeBuilder.var (sage/ext/fast_callable.c:3720) ValueError: list.index(x): x not in list
could have a better error.
Something else that would be really nice is an option that uses a fast domain, if it's there, but ignores the domain parameter if it's not.
For elements, we can use the _xxx_ arithmetic operators, skipping coercion. Also, PY_TYPE_CHECK(x, Element) is potentially slow--it would be nice to have a "generic" element of the domain so you can do "type(x) == type(generic_element) or PY_TYPE_CHECK(x, Element). But perhaps this is optimization for a later day.
comment:21 Changed 14 years ago by
Something else that would be really nice is an option that uses a fast domain, if it's there, but ignores the domain parameter if it's not.
Any suggestions for syntax for this? I'm coming up with things like (..., domain=RIF, ignore_domain_if_no_specialized_interpreter_exists=True), which seems cumbersome :) (I'm probably being too picky about being precise in my parameter names).
I've vaguely planned to use _xxx_ arithmetic, but didn't do it for this version because I don't know how to call Cython methods from C. Help would be appreciated :)
The type(x)==type(generic_element) is a good idea. I'll implement it eventually. (Then if I could access the _parent field from C, probably almost all of the element interpreter slowdown would be gone; in conjunction with _xxx_ arithmetic, it might actually be faster than the generic Python interpreter.)
comment:22 Changed 14 years ago by
I've attached a patch (fast-callable-cleanup.patch, to be applied after trac5093-fast-callable.patch) that fixes many of the issues raised, including everything I considered to be a serious bug.
Fixed:
- fast_callable functions with domain=RDF used to return a Python float; now they correctly return an element of RDF. (If you want a Python float, you can now use domain=float; this is the default for fast_float.)
- Power expressions with constant integer exponents are handled specially; this fixes Nick's problem with RIF expressions returning NaN (and probably lots of other problems).
- fast_callable of a zero multivariate polynomial now returns a zero in the base ring, instead of a Python int 0.
- some docstrings in sphinxified files were not sphinxified
- misc documentation typos/minor rewording
Not fixed:
- Robert's suggestion: an option that uses a fast domain, if it's there, but ignores the domain parameter if it's not (I don't mind the idea, and the implementation is easy; what should the syntax be? Part of my problem picking a syntax is that I don't want to promise that a specialized interpreter is always faster than the Python-object interpreter, so I don't particularly want to use the word "fast" in any option names.)
- fast_callable on list,tuple,vector,matrix arguments
- any interaction with #5413 (my plan is to wait until either #5093 or #5413 gets a positive review, then fix the other one to match)
- fast_callable on constant arguments (waiting for a spec from Jason!)
- fast_callable of a zero multivariate polynomial returns a zero of the base ring, without paying attention to the types of the arguments
I'm hoping the reviewers will agree that the unfixed issues can wait until later.
Changed 14 years ago by
Attachment: | trac5093-fast-callable-cleanup.patch added |
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comment:23 Changed 14 years ago by
fast-callable-cleanup.patch had issues (I got confused from developing on two different machines, and based it on the wrong version). So I deleted it, and posted trac5093-fast-callable-cleanup.patch to replace it. (Thanks to Jason for pointing out the problem!)
comment:24 Changed 14 years ago by
With the cleanup patch, I am finding the following doctest error:
-*- mode: sage-test; default-directory: "~/sage-3.4.rc0/devel/sage-main/sage/ext/" -*- sage-test started at Wed Mar 18 12:43:18 /Users/ncalexan/bin/sage -b >/dev/null && /Users/ncalexan/bin/sage -tp 4 /Users/ncalexan/sage-3.4.rc0/devel/sage-main/sage/ext/fast_callable.pyx real 0m1.816s user 0m1.313s sys 0m0.493s Global iterations: 1 File iterations: 1 Using cached timings. Doctesting 1 files doing 4 jobs in parallel sage -t fast_callable.pyx ********************************************************************** File "/Users/ncalexan/sage-3.4.rc0/devel/sage-main/sage/ext/fast_callable.pyx", line 1570: sage: fc(-3) Expected: Traceback (most recent call last): ... ValueError: math domain error Got: nan ********************************************************************** 1 items had failures: 1 of 90 in __main__.example_55 ***Test Failed*** 1 failures. For whitespace errors, see the file /Users/ncalexan/sage-3.4.rc0/tmp/.doctest_fast_callable.py [6.3 s] ---------------------------------------------------------------------- The following tests failed: sage -t devel/sage-main/sage/ext/fast_callable.pyx # 1 doctests failed ---------------------------------------------------------------------- Total time for all tests: 6.4 seconds sage-test finished (all test passed) at Wed Mar 18 12:43:26
comment:25 Changed 14 years ago by
I think your list of unfixed issues are fine postponing 'till later, though perhaps we should open followup tickets for them.
Changed 14 years ago by
Attachment: | trac5093-fast-callable-api.patch added |
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comment:26 Changed 14 years ago by
One more patch (hopefully the last for this ticket). I changed my mind about whether to incorporate #5413-style deprecation; if I make sure the functionality is disabled at the start, then I don't have to worry about "deprecation" later. (And if we decide we actually do want some of this functionality, it can safely be added later without backward-compatibility worries.)
This also hopefully fixes Nick's OSX doctest failure.
comment:27 Changed 14 years ago by
I agree with merging this now, and addressing the above list of unfixed things in other tickets. I give this positive review based on the following.
- I've spent a fair amount of time browsing the code and trying examples.
- Some design issues raised are being addressed in other tickets
- The current fast_float is falling back to the old implementation for non-implemented features (e.g., arbitrary callables, integers, etc.)
- This thing is being doctested all over the place. Nearly every plotting command is calling it through fast_float, as well as a lot of other code. Doctests in plot/*.py, plot3d/*.py[x] and fast_callable.pyx all pass for me on Ubuntu 32-bit and run in roughly the same time as before the patch (so no serious speed regressions).
- Carl generally writes very good code and is very responsive to fix issues if they crop up.
- The code is very well documented and doctested
- We will have some time before the next release in which to hammer this code with a lot more people to expose any other issues.
So with that, positive review! However, it'd be great if robertwb and ncalexan, at least, could give their approval.
comment:28 Changed 14 years ago by
okay, if at least one of robertwb or ncalexan also gives this a positive review, please change the title of the ticket to reflect it (unless you want further review)
comment:29 Changed 14 years ago by
Summary: | [with patch, needs review] rewrite fast_float to support more datatypes → [with patch, positive review] rewrite fast_float to support more datatypes |
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I am of the same opinion--I have also read most of the code and tried a lot of things and it works great for me.
Followup at #5572.
comment:30 Changed 14 years ago by
Late to the party, but I agree -- merge now. I have used it for computing Riemann theta functions and it works well for me.
comment:31 Changed 14 years ago by
cwitty: could you specify which patches to apply and in what order?
comment:32 Changed 14 years ago by
I've deleted the obsolete preliminary patch, so: apply all three posted patches, in the order posted.
comment:33 Changed 14 years ago by
Milestone: | sage-3.4.2 → sage-3.4.1 |
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Resolution: | → fixed |
Status: | assigned → closed |
Merged all three patches in Sage 3.4.1.alpha0.
Cheers,
Michael
This looks very interesting, and much further reaching than the original fast_float code I mostly wrote on a plane ride home from DC. Wish I had time to review it.