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April 24, 2002. Disruptive Programming Language Technologies. 2.
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1. Disruptive Programming Language Technologies Todd A. Proebsting
Microsoft Research
April 24, 2002
2. April 24, 2002 Disruptive Programming Language Technologies 2 Topic of Your Choice Where choice begins, Paradise ends --- Arthur Miller
Richard Hammings obituary (1998)
The Innovators Dilemma by Clayton Christensen (1997)
Perl, Visual Basic popularity:Their popularity is important (and good!)
3. April 24, 2002 Disruptive Programming Language Technologies 3 Richard Hammings Snare Richard Hammings three questions for new hires at Bell Labs:
What are you working on?
Whats the most important open problem in your area?
Why arent they the same? (Ouch!)
You and Your Research --- Richard Hamming (1986)
4. April 24, 2002 Disruptive Programming Language Technologies 4 The Least Important Open Problem in Programming Languages* Increasing program performance via compiler optimization
Moores Law suffices
Algorithms and design make the big difference
Challenge: Name a single significant software product that relied on compiler optimization for viability.
* The opinions expressed here are mine and mine alone. Microsoft disavows any connection to them
5. April 24, 2002 Disruptive Programming Language Technologies 5 The Most Important Open Problem In Programming Languages* Increasing Programmer Productivity
Write programs correctly
Write programs quickly
Write programs easily
Why?
Decreases support cost
Decreases development cost
Decreases time to market
Increases satisfaction
*Standard disclaimer.
6. April 24, 2002 Disruptive Programming Language Technologies 6 Programmer Productivity: 3 Approaches Process (software engineering)
Controlling programmers
Tools (static analysis, program generation)
Important, but generally of narrow applicability
Language design --- the center of the universe!
Core abstractions, mechanisms, services, guarantees
Affect how programmers approach a task (C vs. LISP)
Assumptions, expectations, patterns(e.g., regular expressions, events, first-class functions, garbage collection, types)
7. April 24, 2002 Disruptive Programming Language Technologies 7 Language Design: C vs. LISP Whats the difference between a C programmer and a LISP programmer?
A LISP programmer knows the value of everything and the cost of nothing.
A C programmer knows the cost of everything and the value of nothing.E.g., garbage collection, first-class functions, safety
The languages encourage this thinking:
(map fn L) vs. while (*d++ = *s++);
The value investors are reaping strong returns nowadays. (www.paulgraham.com)
8. April 24, 2002 Disruptive Programming Language Technologies 8 Programming Language Technologies:Recent Research vs. Progress(!) Recent (perpetual?) academic research:
Type theory
Functional programming
Object-oriented programming
Parallel programming
Static analysis
Compiler optimization
Recent adoption: Perl, Python, Visual Basic, Java
Almost void of innovation on type theory, functional programming, OO programming, optimization, etc!
Perversely hopeful development for new language design efforts
9. April 24, 2002 Disruptive Programming Language Technologies 9 New Programming Language! Why Should I Care? The problem is not designing a new language
Its easy! Thousands of languages have been developed
The problem is how to get wide adoption of the new language
Its hard! Challenges include
Competition
Usefulness
Interoperability
Fear
Can other useful languages succeed? I think so.
Im avoiding the problem of how to design an elite language
Its a good idea, but its a new idea; therefore, I fear it and must reject it. --- Homer Simpson
10. April 24, 2002 Disruptive Programming Language Technologies 10 The Innovators Dilemma (C. Christensen) why companies that did everything right---were in tune with their competition, listened to their customers, and invested aggressively in new technologies---still lost their market leadership when confronted with disruptive changes in technology
--- the books back cover
Why is C/C++ losing steam? ?
Can we use the books lessons to help future language efforts? (Not the books intent)
11. April 24, 2002 Disruptive Programming Language Technologies 11 The Innovators Dilemma:Cable-Actuated Excavators A disruptive technology hydraulic mechanisms
Disadvantage in primary market small, unreliable
Advantage in secondary market safe, attaches to tractor
Sold in small, low-margin market independent contractors
Established companies concentrate and innovate on primary market; ignore secondary capacity (for excavation)
Timely improvements lessen disruptive technologys liabilities, increasing markets, market share, margins, etc.
12. April 24, 2002 Disruptive Programming Language Technologies 12 The Innovators Dilemma: C A disruptive technology safe, GCed interpreters
Disadvantage SLOW
Advantage Rapid Application Develop
Sold in small, low-margin market web developers, ISVs
(established competitor ignored market)
Established companies concentrate on primary differentiator SPEED
Timely improvements lessen disruptive technologys liabilities, increasing markets, market share, margins, etc.
Moores Law (for free!)
RAD enhancements
13. April 24, 2002 Disruptive Programming Language Technologies 13 Perl, Visual Basic, Java vs. C(Programmer Productivity vs. Speed)
14. April 24, 2002 Disruptive Programming Language Technologies 14 Distinguishing/Disruptive Technologies:Alleviating Real Problems Perl
Scripting with data structures (duct tape)
Regular expressions
Visual Basic
Drag-and-drop environment (Windows for the masses)
Component-friendly
Java
Browser applets
Language integration yields pervasive patterns and abstractions
15. April 24, 2002 Disruptive Programming Language Technologies 15 Not A Dilemma---An Opportunity! Languages (or language technologies) that solve real problems can succeed
Even if slow
Even with simple types
Even without academic significance
Even without rocket science
If useful
Researchers need not despair
Golden opportunity to use disruptive technology as a Trojan Horse for disseminating research ideas
16. April 24, 2002 Disruptive Programming Language Technologies 16 Future Disruptive Language Technologies(My Recurring Wish List) My criteria: technology must
Have disadvantages
Be ignored by recent PLDI andPOPL conferences (but not others)
Alleviate real problemsWhat does it do?
For each candidate technology: 2 slides
Opportunity whats the issue?
Current solutions whats done now
Proposal sketch of language solution
Disadvantages why some (many?) will scoff
Unmet needs benefits to adopters
17. April 24, 2002 Disruptive Programming Language Technologies 17 Candidate: Flight Data Recorders Opportunity: How do you debug a program that misbehaved after the error occured?
Microsoft Watson experience
50% of crashes caused by 1% of bugs.
Current solutions
Ad hoc attempts to reproduce error condition
Examine stack trace, program state (core dump)
18. April 24, 2002 Disruptive Programming Language Technologies 18 Disruptive Flight Data Recorders Add persistent, automatic tracing of function calls, events, I/O, etc. to the language run time.(E.g., AMOK/IDAL from IDA on CRAY-1)
Important disadvantages
Will slow every program down
Will require storage
Unmet needs
Diagnostic data available to programmer --- 1/50 rule
Introspective data available to program
19. April 24, 2002 Disruptive Programming Language Technologies 19 Candidate: Checkpoints/Undo Opportunity: Programs provide checkpoint or undo facilities in haphazard, unreliable ways.(E.g., MS Outlook, TurboTax, almost all tiny apps.)
Current solutions:
Checkpoint by saving document to a file
Doesnt scale well to unbounded undo
Programmatic checkpoint by saving select data to file
Subject to judgment (and error)
Undo by saving operations and their inverse data
Tedious
Error-prone
20. April 24, 2002 Disruptive Programming Language Technologies 20 Disruptive Checkpoints/Undo Make checkpointing and undo (i.e., restoreto checkpoint) primitives in theprogramming language. Transactions.
Important disadvantages
External side-effects pose limitations(e.g., I/O)
Slower than hand-crafted solution
Unmet needs
Simplicity
Automation
21. April 24, 2002 Disruptive Programming Language Technologies 21 Candidate: Database (SQL?) Integration Opportunity: Facilitate access to values held in a database. Databases are too useful to hide behind SQL.
Current solutions:
Use SQL only
Poor access to non-SQL resources
Construct SQL queries by hand in host language
No compile-time checks
Tedious
Embed SQL into host language via quoting
Poor integration of host types and SQL types
22. April 24, 2002 Disruptive Programming Language Technologies 22 Disruptive Database Integration Proposal:
Integrate DB types and host types
Expose simple operations for Join, Project, Select, Sort
Treat relations like structs
Important disadvantages
Type integration likely to include slow marshaling
Lost opportunities to tune query processing
Unmet needs
One-language solution
Lowered barrier to entry, more accessible functionality
23. April 24, 2002 Disruptive Programming Language Technologies 23 Candidate: Parsing Opportunity: Parsing is common and difficult in general.
Current solutions:
Parser generators for subsets of CFLs
Regular expressions ala Perl
Roll your own parser (and cross your fingers that nobody ever needs to maintain it)
24. April 24, 2002 Disruptive Programming Language Technologies 24 Disruptive Parsing Scannerless Generalized LR Parsing (or Earley parsing) could be integrated into a language
Important disadvantages
Slow
Ambiguity presents its own problems
Unmet needs
Handle arbitrary CFL grammar
Spec-driven systems adapt smoothly to change
Confidence that parser meets spec
XML grammar has 80+ productions
25. April 24, 2002 Disruptive Programming Language Technologies 25 Candidate: Manipulating XML Opportunity: How to manipulate XML documents
<students>
<name>Grace</name>
<name>Susan</name>
<name>Annette</name>
</students>
Current solutions
Marshal into and out of native data structures
Use Document Object Model structures and API
Use XML-specific sublanguage like XPath/XSLT
Javas a drug you rub on venture capitalists to make them crazy.--- John Doerr, (JavaOne 1996)
26. April 24, 2002 Disruptive Programming Language Technologies 26 Disruptive XML Manipulation Give XML first-class status for creation, pattern-matching and manipulation. E.g.,
x := <name>Grace</name>;
<name>?y</name> := x;
foreach <students>?y</students> := x do <S>
Important disadvantages
Declarative pattern matching may be slow
Unmet needs
XML integration into general purpose language
Compile-time checking of XML manipulations.
27. April 24, 2002 Disruptive Programming Language Technologies 27 Candidate: Constraint Solvers Opportunity: Many applications have a subproblem that involves solving (or optimizing) a system subject to constraints
Natural fit for visual layout problems (e.g., render tree structures, resize windows, summarize maps)
Natural fit for optimization problems
Current solutions
Hand-rolled algorithms
Library routines
Third-party solvers
Give up
28. April 24, 2002 Disruptive Programming Language Technologies 28 Disruptive Constraint Solvers Adding linear programming constraint solver (or, better, integer programming) to a programming language
Important disadvantages
Slower than tailored algorithmicsolutions
Unmet needs
Quick and dirty solutions
Visual layout (Interviews-Tk?)
29. April 24, 2002 Disruptive Programming Language Technologies 29 Quandary: Distributed Programming Distributed programming is too hard
Intuition says there must be an 80/20 disruptive technology out there.
This would be huge with Web Services
Suggestions welcome!
30. April 24, 2002 Disruptive Programming Language Technologies 30 A Final Prediction The next big programming language will be slower than what it replaces
Why?
The incumbent language will have been optimized relentlessly
To replace it, the new language must offer something new that will be valuable even if slow.
31. April 24, 2002 Disruptive Programming Language Technologies 31 Shameless Self-Interest I manage the Programming Language Systems group in Microsoft Research
We work on programming language design and implementation
We appreciate small, simple solutions
Were a small group: Chris Fraser, Dave Hanson and me
Were recruiting! (Full-time and interns)
Email: toddpro@microsoft.com
32. April 24, 2002 Disruptive Programming Language Technologies 32 The End