In the first post of this series I mentioned some popular modules in the community, such as underscore, async, etc.. I also listed a module named “Wind (zh-CN)”, which is created by one of my friend, Jeff Zhao (zh-CN). Now I would like
to use a separated post
to introduce this module since I feel it brings a new async programming style in not only Node.js but JavaScript world. If you know or heard about the new feature in C# 5.0 called “async and await”, or you learnt F#, you will find the “Wind” brings the similar async programming experience in JavaScript. By using “Wind”, we can write async code that looks like the sync code. The callbacks, async stats and exceptions will be handled by “Wind” automatically and transparently. What’s the Problem: Dense “Callback” Phobia Let’s firstly back
to my second post in this series. As I mentioned in that post, when we wanted
to read some records from SQL Server we need
to open the database connection, and then execute the query. In Node.js all IO operation are designed as async callback pattern which means when the operation was done, it will invoke a function which was taken from the last parameter. For example the database connection opening code would be like this. 1: sql.open(connectionString, function(error, conn) {
2: if(error) {
3: // some error handling code
4: }
5: else {
6: // connection opened successfully
7: }
8: });
And then if we need
to query the database the code would be like this. It nested in the previous function.
1: sql.open(connectionString, function(error, conn) {
2: if(error) {
3: // some error handling code
4: }
5: else {
6: // connection opened successfully
7: conn.queryRaw(command, function(error, results) {
8: if(error) {
9: // failed
to execute this command
10: }
11: else {
12: // records retrieved successfully
13: }
14: };
15: }
16: });
Assuming if we need
to copy some data from this database
to another then we need
to open another connection and execute the command within the function under the query function.
1: sql.open(connectionString, function(error, conn) {
2: if(error) {
3: // some error handling code
4: }
5: else {
6: // connection opened successfully
7: conn.queryRaw(command, function(error, results) {
8: if(error) {
9: // failed
to execute this command
10: }
11: else {
12: // records retrieved successfully
13: target.open(targetConnectionString, function(error, t_conn) {
14: if(error) {
15: // connect failed
16: }
17: else {
18: t_conn.queryRaw(copy_command, function(error, results) {
19: if(error) {
20: // copy failed
21: }
22: else {
23: // and then, what do you want
to do now...
24: }
25: };
26: }
27: };
28: }
29: };
30: }
31: });
This is just
an example. In the real project the logic would be more complicated. This means our application might be messed up and the business process will be fragged by many callback functions. I would like call this “Dense Callback Phobia”.
This might be a challenge
how to make code straightforward and easy
to read, something like below.
1: try
2: {
3: // open source connection
4: var s_conn = sqlConnect(s_connectionString);
5: // retrieve data
6: var results = sqlExecuteCommand(s_conn, s_command);
7:
8: // open target connection
9: var t_conn = sqlConnect(t_connectionString);
10: // prepare the copy command
11: var t_command = getCopyCommand(results);
12: // execute the copy command
13: sqlExecuteCommand(s_conn, t_command);
14: }
15: catch (ex)
16: {
17: // error handling
18: }
What’s the Problem: Sync-styled Async Programming
Similar as the previous problem, the callback-styled async programming model makes the upcoming operation as a part of the current operation, and mixed with the error handling code. So it’s very hard
to understand what on earth this code will do.
And since Node.js utilizes non-blocking IO mode, we cannot invoke those operations one by one, as they will be executed concurrently.
For example, in this post when I tried
to copy the records from Windows Azure SQL Database (a.k.a. WASD)
to Windows Azure Table Storage, if I just insert the data into table storage one by one and then print the “Finished” message, I will see the message shown before the data had been copied. This is because all operations were executed at the same time.
In order
to make the copy operation and print operation executed synchronously I introduced a module named “async” and the code was changed as below.
1: async.forEach(results.rows,
2: function (row, callback) {
3: var resource = {
4: "PartitionKey": row[1],
5: "RowKey": row[0],
6: "Value": row[2]
7: };
8: client.insertEntity(tableName, resource, function (error) {
9: if (error) {
10: callback(error);
11: }
12: else {
13: console.log("entity inserted.");
14: callback(null);
15: }
16: });
17: },
18: function (error) {
19: if (error) {
20: error["target"] = "insertEntity";
21: res.send(500, error);
22: }
23: else {
24: console.log("all done.");
25: res.send(200, "Done!");
26: }
27: });
It ensured that the “Finished” message will be printed when all table entities had been inserted. But it cannot promise that the records will be inserted in sequence. It might be another challenge
to make the code looks like in sync-style?
1: try
2: {
3: forEach(row in rows) {
4: var entity = { /* ... */ };
5: tableClient.insert(tableName, entity);
6: }
7:
8: console.log("Finished");
9: }
10: catch (ex) {
11: console.log(ex);
12: }
How “Wind” Helps
“Wind” is a JavaScript library which provides the control flow with plain JavaScript for asynchronous programming (and more) without additional pre-compiling steps. It’s available in NPM so that we can install it through “npm install wind”.
Now let’s
create a very simple Node.js application as the example. This application will take some website URLs from the command arguments and tried
to retrieve the body length and print them in console. Then at the end print “Finish”. I’m going
to use “request” module
to make the HTTP call simple so I also need
to install by the command “npm install request”. The code would be like this.
1: var request = require("request");
2:
3: // get the urls from arguments, the first two arguments are `node.exe` and `fetch.js`
4: var args = process.argv.splice(2);
5:
6: // main function
7: var main = function() {
8: for(var i = 0; i < args.length; i++) {
9: // get the url
10: var url = args[i];
11: // send the http request and try
to get the response and body
12: request(url, function(error, response, body) {
13: if(!error && response.statusCode == 200) {
14: // log the url and the body length
15: console.log(
16: "%s: %d.",
17: response.request.uri.href,
18: body.length);
19: }
20: else {
21: // log error
22: console.log(error);
23: }
24: });
25: }
26:
27: // finished
28: console.log("Finished");
29: };
30:
31: // execute the main function
32: main();
Let’s execute this application. (I made them in multi-lines for better reading.)
1: node fetch.js
2: "http://www.igt.com/us-en.aspx"
3: "http://www.igt.com/us-en/games.aspx"
4: "http://www.igt.com/us-en/cabinets.aspx"
5: "http://www.igt.com/us-en/systems.aspx"
6: "http://www.igt.com/us-en/interactive.aspx"
7: "http://www.igt.com/us-en/social-gaming.aspx"
8: "http://www.igt.com/support.aspx"
Below is the output.
As you can see the finish message was printed at the beginning, and the pages’ length retrieved in a different order than we specified. This is because in this code the request command, console logging command are executed asynchronously and concurrently.
Now let’s introduce “Wind”
to make them executed in order, which means it will request the websites one by one, and print the message at the end.
First of all we need
to import the “Wind” package and make sure the there’s only one global variant named “Wind”, and ensure it’s “Wind” instead of “wind”.
1: var Wind = require("wind");
Next, we need
to tell “Wind” which code will be executed asynchronously so that “Wind” can control the execution process. In this case the “request” operation executed asynchronously so we will
create a “Task” by using a build-in helps function in “Wind” named Wind.Async.Task.
create.
1: var requestBodyLengthAsync = function(url) {
2: return Wind.Async.Task.create(function(t) {
3: request(url, function(error, response, body) {
4: if(error || response.statusCode != 200) {
5: t.complete("failure", error);
6: }
7: else {
8: var data =
9: {
10: uri: response.request.uri.href,
11: length: body.length
12: };
13: t.complete("success", data);
14: }
15: });
16: });
17: };
The code above created a “Task” from the original request calling code. In “Wind” a “Task” means
an operation will be finished in some time in the future. A “Task” can be started by invoke its start() method, but no one knows when it actually will be finished.
The Wind.Async.Task.
create helped us
to create a task. The only parameter is a function where we can put the actual operation in, and then notify the task object it’s finished successfully or failed by using the complete() method.
In the code above I invoked the request method. If it retrieved the response successfully I set the status of this task as “success” with the URL and body length. If it failed I set this task as “failure” and pass the error out.
Next, we will change the main() function. In “Wind” if we want a function can be controlled by Wind we need
to mark it as “async”. This should be done by using the code below.
1: var main = eval(Wind.compile("async", function() {
2: }));
When the application is running, Wind will detect “eval(Wind.compile(“async”, function” and generate
an anonymous code from the body of this original function. Then the application will run the anonymous code instead of the original one.
In our example the main function will be like this.
1: var main = eval(Wind.compile("async", function() {
2: for(var i = 0; i < args.length; i++) {
3: try
4: {
5: var result = $await(requestBodyLengthAsync(args[i]));
6: console.log(
7: "%s: %d.",
8: result.uri,
9: result.length);
10: }
11: catch (ex) {
12: console.log(ex);
13: }
14: }
15:
16: console.log("Finished");
17: }));
As you can see, when I tried
to request the URL I use a new command named “$await”. It tells Wind, the operation next
to $await will be executed asynchronously, and the main thread should be paused until it finished (or failed). So in this case, my application will be pause when the first response was received, and then print its body length, then try the next one. At the end, print the finish message.
Finally, execute the main function. The full code would be like this.
1: var request = require("request");
2: var Wind = require("wind");
3:
4: var args = process.argv.splice(2);
5:
6: var requestBodyLengthAsync = function(url) {
7: return Wind.Async.Task.create(function(t) {
8: request(url, function(error, response, body) {
9: if(error || response.statusCode != 200) {
10: t.complete("failure", error);
11: }
12: else {
13: var data =
14: {
15: uri: response.request.uri.href,
16: length: body.length
17: };
18: t.complete("success", data);
19: }
20: });
21: });
22: };
23:
24: var main = eval(Wind.compile("async", function() {
25: for(var i = 0; i < args.length; i++) {
26: try
27: {
28: var result = $await(requestBodyLengthAsync(args[i]));
29: console.log(
30: "%s: %d.",
31: result.uri,
32: result.length);
33: }
34: catch (ex) {
35: console.log(ex);
36: }
37: }
38:
39: console.log("Finished");
40: }));
41:
42: main().start();
Run our new application. At the beginning we will see the compiled and generated code by Wind. Then we can see the pages were requested one by one, and at the end the finish message was printed.
Below is the code Wind generated for us. As you can see the original code, the output code were shown.
1: // Original:
2: function () {
3: for(var i = 0; i < args.length; i++) {
4: try
5: {
6: var result = $await(requestBodyLengthAsync(args[i]));
7: console.log(
8: "%s: %d.",
9: result.uri,
10: result.length);
11: }
12: catch (ex) {
13: console.log(ex);
14: }
15: }
16:
17: console.log("Finished");
18: }
19:
20: // Compiled:
21: /* async << function () { */ (function () {
22: var _builder_$0 = Wind.builders["async"];
23: return _builder_$0.Start(this,
24: _builder_$0.Combine(
25: _builder_$0.Delay(function () {
26: /* var i = 0; */ var i = 0;
27: /* for ( */ return _builder_$0.For(function () {
28: /* ; i < args.length */ return i < args.length;
29: }, function () {
30: /* ; i ++) { */ i ++;
31: },
32: /* try { */ _builder_$0.Try(
33: _builder_$0.Delay(function () {
34: /* var result = $await(requestBodyLengthAsync(args[i])); */ return _builder_$0.Bind(requestBodyLengthAsync(args[i]), function (result) {
35: /* console.log("%s: %d.", result.uri, result.length); */ console.log("%s: %d.", result.uri, result.length);
36: return _builder_$0.Normal();
37: });
38: }),
39: /* } catch (ex) { */ function (ex) {
40: /* console.log(ex); */ console.log(ex);
41: return _builder_$0.Normal();
42: /* } */ },
43: null
44: )
45: /* } */ );
46: }),
47: _builder_$0.Delay(function () {
48: /* console.log("Finished"); */ console.log("Finished");
49: return _builder_$0.Normal();
50: })
51: )
52: );
53: /* } */ })
How Wind Works
Someone may raise a big concern when you find I utilized “eval” in my code. Someone may assume that Wind utilizes “eval”
to execute some code dynamically while “eval” is very low performance. But I would say, Wind does NOT use “eval”
to run the code. It only use “eval” as a flag
to know which code should be compiled at runtime.
When the code was firstly been executed, Wind will check and find “eval(Wind.compile(“async”, function”. So that it knows this function should be compiled. Then it utilized parse-js
to analyze the inner JavaScript and generated the anonymous code in memory. Then it rewrite the original code so that when the application was running it will use the anonymous one instead of the original one.
Since the code generation was done at the beginning of the application was started, in the future no matter
how long our application runs and
how many times the async function was invoked, it will use the generated code, no need
to generate again. So there’s no significant performance hurt when using Wind.
Wind in My Previous Demo
Let’s adopt Wind into one of my previous demonstration and
to see
how it helps us
to make our code simple, straightforward and easy
to read and understand.
In this post when I implemented the functionality that copied the records from my WASD
to table storage, the logic would be like this.
1, Open database connection.
2, Execute a query
to select all records from the table.
3, Recreate the table in Windows Azure table storage.
4,
Create entities from each of the records retrieved previously, and then insert them into table storage.
5, Finally, show message as the HTTP response.
But as the image below, since there are so many callbacks and async operations, it’s very hard
to understand my logic from the code.
Now let’s use Wind
to rewrite our code. First of all, of course, we need the Wind package.
Then we need
to include the package files into project and mark them as “Copy always”.
Add the Wind package into the source code. Pay attention
to the variant name, you must use “Wind” instead of “wind”.
1: var express = require("express");
2: var async = require("async");
3: var sql = require("node-sqlserver");
4: var azure = require("azure");
5: var Wind = require("wind");
Now we need
to create some async functions by using Wind. All async functions should be wrapped so that it can be controlled by Wind which are open database, retrieve records, recreate table (delete and create) and insert entity in table.
Below are these new functions. All of them are created by using Wind.Async.Task.
create.
1: sql.openAsync = function (connectionString) {
2: return Wind.Async.Task.create(function (t) {
3: sql.open(connectionString, function (error, conn) {
4: if (error) {
5: t.complete("failure", error);
6: }
7: else {
8: t.complete("success", conn);
9: }
10: });
11: });
12: };
13:
14: sql.queryAsync = function (conn, query) {
15: return Wind.Async.Task.create(function (t) {
16: conn.queryRaw(query, function (error, results) {
17: if (error) {
18: t.complete("failure", error);
19: }
20: else {
21: t.complete("success", results);
22: }
23: });
24: });
25: };
26:
27: azure.recreateTableAsync = function (tableName) {
28: return Wind.Async.Task.create(function (t) {
29: client.deleteTable(tableName, function (error, successful, response) {
30: console.log("delete table finished");
31: client.createTableIfNotExists(tableName, function (error, successful, response) {
32: console.log("
create table finished");
33: if (error) {
34: t.complete("failure", error);
35: }
36: else {
37: t.complete("success", null);
38: }
39: });
40: });
41: });
42: };
43:
44: azure.insertEntityAsync = function (tableName, entity) {
45: return Wind.Async.Task.create(function (t) {
46: client.insertEntity(tableName, entity, function (error, entity, response) {
47: if (error) {
48: t.complete("failure", error);
49: }
50: else {
51: t.complete("success", null);
52: }
53: });
54: });
55: };
Then in order
to use these functions we will
create a new function which contains all steps for data copying.
1: var copyRecords = eval(Wind.compile("async", function (req, res) {
2: try {
3: }
4: catch (ex) {
5: console.log(ex);
6: res.send(500, "Internal error.");
7: }
8: }));
Let’s execute steps one by one with the “$await” keyword introduced by Wind so that it will be invoked in sequence. First is
to open the database connection.
1: var copyRecords = eval(Wind.compile("async", function (req, res) {
2: try {
3: // connect
to the windows azure sql database
4: var conn = $await(sql.openAsync(connectionString));
5: console.log("connection opened");
6: }
7: catch (ex) {
8: console.log(ex);
9: res.send(500, "Internal error.");
10: }
11: }));
Then retrieve all records from the database connection.
1: var copyRecords = eval(Wind.compile("async", function (req, res) {
2: try {
3: // connect
to the windows azure sql database
4: var conn = $await(sql.openAsync(connectionString));
5: console.log("connection opened");
6: // retrieve all records from database
7: var results = $await(sql.queryAsync(conn, "SELECT * FROM [Resource]"));
8: console.log("records selected. count = %d", results.rows.length);
9: }
10: catch (ex) {
11: console.log(ex);
12: res.send(500, "Internal error.");
13: }
14: }));
After recreated the table, we need
to create the entities and insert them into table storage.
1: var copyRecords = eval(Wind.compile("async", function (req, res) {
2: try {
3: // connect
to the windows azure sql database
4: var conn = $await(sql.openAsync(connectionString));
5: console.log("connection opened");
6: // retrieve all records from database
7: var results = $await(sql.queryAsync(conn, "SELECT * FROM [Resource]"));
8: console.log("records selected. count = %d", results.rows.length);
9: if (results.rows.length > 0) {
10: // recreate the table
11: $await(azure.recreateTableAsync(tableName));
12: console.log("table created");
13: // insert records in table storage one by one
14: for (var i = 0; i < results.rows.length; i++) {
15: var entity = {
16: "PartitionKey": results.rows[i][1],
17: "RowKey": results.rows[i][0],
18: "Value": results.rows[i][2]
19: };
20: $await(azure.insertEntityAsync(tableName, entity));
21: console.log("entity inserted");
22: }
23: }
24: }
25: catch (ex) {
26: console.log(ex);
27: res.send(500, "Internal error.");
28: }
29: }));
Finally, send response back
to the browser.
1: var copyRecords = eval(Wind.compile("async", function (req, res) {
2: try {
3: // connect
to the windows azure sql database
4: var conn = $await(sql.openAsync(connectionString));
5: console.log("connection opened");
6: // retrieve all records from database
7: var results = $await(sql.queryAsync(conn, "SELECT * FROM [Resource]"));
8: console.log("records selected. count = %d", results.rows.length);
9: if (results.rows.length > 0) {
10: // recreate the table
11: $await(azure.recreateTableAsync(tableName));
12: console.log("table created");
13: // insert records in table storage one by one
14: for (var i = 0; i < results.rows.length; i++) {
15: var entity = {
16: "PartitionKey": results.rows[i][1],
17: "RowKey": results.rows[i][0],
18: "Value": results.rows[i][2]
19: };
20: $await(azure.insertEntityAsync(tableName, entity));
21: console.log("entity inserted");
22: }
23: // send response
24: console.log("all done");
25: res.send(200, "All done!");
26: }
27: }
28: catch (ex) {
29: console.log(ex);
30: res.send(500, "Internal error.");
31: }
32: }));
If we compared with the previous code we will find now it became more readable and much easy
to understand. It’s very easy
to know what this function does even though without any comments.
When user go
to URL “/was/copyRecords” we will execute the function above. The code would be like this.
1: app.get("/was/copyRecords", function (req, res) {
2: copyRecords(req, res).start();
3: });
And below is the logs printed in local compute emulator console. As we can see the functions executed one by one and then finally the response back
to me browser.
Scaffold Functions in Wind
Wind provides not only the async flow control and compile functions, but many scaffold methods as well. We can build our async code more easily by using them. I’m going
to introduce some basic scaffold functions here.
In the code above I created some functions which wrapped from the original async function such as open database,
create table, etc.. All of them are very similar, created a task by using Wind.Async.Task.
create, return error or result object through Task.complete function. In fact, Wind provides some functions for us
to create task object from the original async functions.
If the original async function only has a callback parameter, we can use Wind.Async.Binding.fromCallback method
to get the task object directly. For example the code below returned the task object which wrapped the file exist check function.
1: var Wind = require("wind");
2: var fs = require("fs");
3:
4: fs.existsAsync = Wind.Async.Binding.fromCallback(fs.exists);
In Node.js a very popular async function pattern is that, the first parameter in the callback function represent the error object, and the other parameters is the return values. In this case we can use another build-in function in Wind named Wind.Async.Binding.fromStandard. For example, the open database function can be created from the code below.
1: sql.openAsync = Wind.Async.Binding.fromStandard(sql.open);
2:
3: /*
4: sql.openAsync = function (connectionString) {
5: return Wind.Async.Task.create(function (t) {
6: sql.open(connectionString, function (error, conn) {
7: if (error) {
8: t.complete("failure", error);
9: }
10: else {
11: t.complete("success", conn);
12: }
13: });
14: });
15: };
16: */
When I was testing the scaffold functions under Wind.Async.Binding I found for some functions, such as the Azure SDK insert entity function, cannot be processed correctly. So I personally suggest writing the wrapped method manually.
Another scaffold method in Wind is the parallel tasks coordination. In this example, the steps of open database, retrieve records and recreated table should be invoked one by one, but it can be executed in parallel when copying data from database
to table storage. In Wind there’s a scaffold function named Task.whenAll which can be used here.
Task.whenAll accepts a list of tasks and creates a new task. It will be returned only when all tasks had been completed, or any errors occurred. For example in the code below I used the Task.whenAll
to make all copy operation executed at the same time.
1: var copyRecordsInParallel = eval(Wind.compile("async", function (req, res) {
2: try {
3: // connect
to the windows azure sql database
4: var conn = $await(sql.openAsync(connectionString));
5: console.log("connection opened");
6: // retrieve all records from database
7: var results = $await(sql.queryAsync(conn, "SELECT * FROM [Resource]"));
8: console.log("records selected. count = %d", results.rows.length);
9: if (results.rows.length > 0) {
10: // recreate the table
11: $await(azure.recreateTableAsync(tableName));
12: console.log("table created");
13: // insert records in table storage in parallal
14: var tasks = new Array(results.rows.length);
15: for (var i = 0; i < results.rows.length; i++) {
16: var entity = {
17: "PartitionKey": results.rows[i][1],
18: "RowKey": results.rows[i][0],
19: "Value": results.rows[i][2]
20: };
21: tasks[i] = azure.insertEntityAsync(tableName, entity);
22: }
23: $await(Wind.Async.Task.whenAll(tasks));
24: // send response
25: console.log("all done");
26: res.send(200, "All done!");
27: }
28: }
29: catch (ex) {
30: console.log(ex);
31: res.send(500, "Internal error.");
32: }
33: }));
34:
35: app.get("/was/copyRecordsInParallel", function (req, res) {
36: copyRecordsInParallel(req, res).start();
37: });
Besides the task creation and coordination, Wind supports the cancellation solution so that we can send the cancellation signal
to the tasks. It also includes exception solution which means any exceptions will be reported
to the caller function.
Summary
In this post I introduced a Node.js module named Wind, which created by my friend Jeff Zhao. As you can see, different from other async library and framework, adopted the idea from F# and C#, Wind utilizes runtime code generation technology
to make it more easily
to write async, callback-based functions in a sync-style way. By using Wind there will be almost no callback, and the code will be very easy
to understand.
Currently Wind is still under developed and improved. There might be some problems but the author, Jeff, should be very happy and enthusiastic
to learn your problems, feedback, suggestion and comments. You can contact Jeff by
- Email:
[email protected]
- Group: https://groups.google.com/d/forum/windjs
- GitHub: https://github.com/JeffreyZhao/wind/issues
Source code can be download here.
Hope this helps,
Shaun
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