author | František Kučera <franta-hg@frantovo.cz> |
Thu, 06 Dec 2018 21:16:49 +0100 | |
branch | v_0 |
changeset 189 | 47907749817f |
parent 183 | 82897ccc01ce |
child 217 | 3e2fd4ce9f02 |
permissions | -rw-r--r-- |
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<stránka |
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xmlns="https://trac.frantovo.cz/xml-web-generator/wiki/xmlns/strana" |
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xmlns:m="https://trac.frantovo.cz/xml-web-generator/wiki/xmlns/makro"> |
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<nadpis>Relational pipes</nadpis> |
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<perex>Official homepage of Relational pipes.</perex> |
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<pořadí>10</pořadí> |
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vkládání zápatí, jmenné prostory, saxon
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<text xmlns="http://www.w3.org/1999/xhtml"> |
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<p> |
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One of the great parts of the <m:unix/> |
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<m:podČarou><m:unix tvar="vysvětlivka"/></m:podČarou> |
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culture is the invention<m:podČarou>which is attributed to Doug McIlroy, see <a href="http://www.catb.org/~esr/writings/taoup/html/ch07s02.html#plumbing">The Art of Unix Programming: Pipes, Redirection, and Filters</a></m:podČarou> |
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of <em>pipes</em> and the idea<m:podČarou>see <a href="http://www.catb.org/~esr/writings/taoup/html/ch01s06.html">The Art of Unix Programming: Basics of the Unix Philosophy</a></m:podČarou> |
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that <em>one program should do one thing and do it well</em>. |
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</p> |
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<p> |
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Each running program (process) has one input stream (called standard input or STDIN) and one output stream (called standard output or STDOUT) and also one additional output stream for logging/errors/warnings (STDERR). |
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We can connect programs and pass the STDOUT of first one to the STDIN of the second one (etc.) using pipes. |
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</p> |
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<p> |
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A classic pipeline example (<m:a href="classic-example">explained</m:a>): |
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</p> |
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<m:classic-example/> |
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<!-- |
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<m:diagram orientace="vodorovně"> |
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node[shape=box]; |
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cat [label="cat /etc/fstab"]; |
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dd []; |
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grep [label="grep tmpfs"]; |
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log [label="/tmp/dd.log"]; |
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cat -> dd [label="STDOUT → STDIN"]; |
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dd -> grep [label="STDOUT → STDIN"]; |
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dd -> log [label="STDERR → file"]; |
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</m:diagram> |
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--> |
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<p> |
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According to this principle we can build complex and powerful programs (pipelines) by composing several simple, single-purpose and reusable programs. |
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Such single-purpose programs (often called <em>filters</em>) are much easier to create, test and optimize and their authors don't have to bother about the complexity of the final pipeline. |
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They even don't have to know, how their programs will be used in the future by others. |
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This is a great design principle that brings us advanced flexibility, reusability, efficiency and reliability. |
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Being in any role (author of a filter, builder of a pipeline etc.), we can always focus on our task only and do it well.<m:podČarou>see <a href="http://wiki.apidesign.org/wiki/Cluelessness">cluelessness</a> by Jaroslav Tulach in his <em>Practical API Design. Confessions of a Java Framework Architect</em></m:podČarou> |
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And we can collaborate with others even if we don't know about them and we don't know that we are collaborating. |
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Now think about putting this together with the free software ideas... How very! |
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</p> |
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<m:diagram orientace="vodorovně"> |
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compound=true; |
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node[shape=box]; |
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subgraph cluster_in { |
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label = "Inputs:"; |
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cli; |
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fstab; |
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} |
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subgraph cluster_tr { |
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label = "Transformations:"; |
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grep; |
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sed; |
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} |
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subgraph cluster_out { |
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label = "Outputs:"; |
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xml; |
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tabular; |
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gui; |
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} |
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cli -> grep [ltail=cluster_in, lhead=cluster_tr]; |
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grep -> xml [ltail=cluster_tr, lhead=cluster_out]; |
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// cli -> xml [ltail=cluster_in, lhead=cluster_out]; |
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</m:diagram> |
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--> |
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<p> |
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But the question is: how the data passed through pipes should be formatted and structured. |
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There is wide spectrum of options from simple unstructured text files (just arrays of lines) |
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through various <abbr title="delimiter-separated values e.g. CSV separated by comas">DSV</abbr> |
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to formats like XML (YAML, JSON, ASN.1, Diameter, S-expressions etc.). |
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Simpler formats look temptingly but have many problems and limitations (see the Pitfalls section in the <m:a href="classic-example">Classic pipeline example</m:a>). |
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On the other hand, the advanced formats are capable to represent arbitrary object tree structures or even arbitrary graphs. |
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They offer unlimited possibilities – and this is their strength and weaknes at the same time. |
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</p> |
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<!-- |
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<blockquote>Everything should be made as simple as possible, but not simpler.</blockquote> |
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--> |
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<p> |
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It is not about the shape of the brackets, apostrophes, quotes or text vs. binary. |
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It is not a technical question – it is in the semantic layer and human brain. |
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Generic formats and their <em>arbitrary object trees/graphs</em> are (for humans, not for computers) difficult to understand and work with |
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– compared to simpler structures like arrays, maps or matrixes. |
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</p> |
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<p> |
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This is the reason why we have chosen the relational model as our logical model. |
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This model comes from 1969<m:podČarou>invented and described by Edgar F. Codd, |
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see <em>Derivability, Redundancy, and Consistency of Relations Stored in Large Data Banks, Research Report, IBM</em> from 1969 |
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and <em>A Relational Model of Data for Large Shared Data Banks</em> from 1970, |
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see also <a href="https://en.wikipedia.org/wiki/Relational_model">Relational model</a> |
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</m:podČarou> |
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and through decades it has proven its qualities and viability. |
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This logical model is powerful enough to describe almost any data and – at the same time – it is still simple and easy to be understood by humans. |
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</p> |
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<p> |
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Thus the <m:name/> are streams containing zero or more relations. |
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Each relation has a name, one or more attributes and zero or more records (tuples). |
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Each attribute has a name and a data-type. |
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Records contain attribute values. |
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We can imagine this stream as a sequence of tables (but the table is only one of many possible visual representations of such relational data). |
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</p> |
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<h2>What <m:name/> are?</h2> |
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<m:name/> are an open <em>data format</em> designed for streaming structured data between two processes. |
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Simultaneously with the format specification, we are also developing a <em>reference implementation</em> (libraries and tools) as a free software. |
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Although we believe in the specification-first (or contract-first) approach, we always look and check, whether the theoretic concepts are feasible and whether they can be reasonably and reliably implemented. |
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So befeore publishing any new specification or its version, we will verify it by creating a reference implementation at least in one programming language. |
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</p> |
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<p> |
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More generally, <m:name/> are a philosophical continuation of the classic <m:unix/> pipelines and the relational model. |
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</p> |
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<h2>What <m:name/> are not?</h2> |
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<m:name/> respect the existing ecosystem and are rather an improvement or supplement than a replacement. |
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So the <m:name/> are not a: |
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</p> |
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<ul> |
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<li>Shell – we use existing shells (e.g. GNU Bash), work with any shell and even without a shell (e.g. as a stream format passed through a network or stored in a file).</li> |
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<li>Terminal emulator – same as with shells, we use existing terminals and we can use <m:name/> also outside any terminal; if we interact with the terminal, we use standard means like Unicode, ANSI escape sequences etc.</li> |
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<li>IDE – we can use standard <m:unix/> tools as an IDE (GNU Screen, Emacs, Make etc.) or any other IDE.</li> |
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<li>Programming language – <m:name/> are language-independent data format and can be produced or consumed in any programming language.</li> |
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<li>Query language – although some of our tools are doing queries, filtering or transformations, we are not inventing a new query language – instead, we use existing languages like SQL, XPath or regular expressions.</li> |
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<!--<li>Text editor – </li>--> |
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<li>Database system, DBMS – we focus on the stream processing rather than data storage. Although sometimes it makes sense to redirect data to a file and continue with the processing later.</li> |
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</ul> |
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<h2>Project status</h2> |
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The main ideas and the roadmap are quite clear, but many things will change (including the format internals and interfaces of the libraries and tools). |
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Because we understand how important the API and ABI stability is, we are not ready to publish the version 1.0 yet. |
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</p> |
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<p> |
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On the other hand, the already published tools (tagged as v0.x in v_0 branch) should work quite well (should compile, should run, should not segfault often, should not wipe your hard drive or kill your cat), |
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so they might be useful for someone who likes our ideas and who is prepared to update own programs and scripts when the new version is ready. |
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</p> |
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</text> |
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</stránka> |
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