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I am studying Android development (I'm a beginner in programming in general) and learning about HTTP networking and saw this code in the lesson:
private String readFromStream(InputStream inputStream) throws IOException {
StringBuilder output = new StringBuilder();
if (inputStream != null) {
InputStreamReader inputStreamReader = new InputStreamReader(inputStream, Charset.forName("UTF-8"));
BufferedReader reader = new BufferedReader(inputStreamReader);
String line = reader.readLine();
while (line != null) {
output.append(line);
line = reader.readLine();
}
}
return output.toString();
}
I don't understand exactly what InputStream, InputStreamReader and BufferedReader do. All of them have a read() method and also readLine() in the case of the BufferedReader.Why can't I only use the InputStream or only add the InputStreamReader? Why do I need to add the BufferedReader? I know it has to do with efficiency but I don't understand how.
I've been researching and the documentation for the BufferedReader tries to explain this but I still don't get who is doing what:
In general, each read request made of a Reader causes a corresponding
read request to be made of the underlying character or byte stream. It
is therefore advisable to wrap a BufferedReader around any Reader
whose read() operations may be costly, such as FileReaders and
InputStreamReaders. For example,
BufferedReader in = new BufferedReader(new FileReader("foo.in"));
will buffer the input from the specified file. Without buffering, each
invocation of read() or readLine() could cause bytes to be read from
the file, converted into characters, and then returned, which can be
very inefficient.
So, I understand that the InputStream can only read one byte, the InputStreamReader a single character, and the BufferedReader a whole line and that it also does something about efficiency which is what I don't get. I would like to have a better understanding of who is doing what, so as to understand why I need all three of them and what the difference would be without one of them.
I've researched a lot here and elsewhere on the web and don't seem to find any explanation about this that I can understand, almost all tutorials just repeat the documentation info. Here are some related questions that maybe begin to explain this but don't go deeper and solve my confusion: Q1, Q2, Q3, Q4. I think it may have to do with this last question's explanation about system calls and returning. But I would like to understand what is meant by all this.
Could it be that the BufferedReader's readLine() calls the InputStreamReader's read() method which in turn calls the InputStream's read() method? And the InputStream returns bytes converted to int, returning a single byte at a time, the InputStreamReader reads enough of these to make a single character and converts it to int and returns a single character at a time, and the BufferedReader reads enough of these characters represented as integers to make up a whole line? And returns the whole line as a String, returning only once instead of several times? I don't know, I'm just trying to get how things work.
Lots of thanks in advance!
This Streams in Java concepts and usage link, give a very nice explanations.
Streams, Readers, Writers, BufferedReader, BufferedWriter – these are the terminologies you will deal with in Java. There are the classes provided in Java to operate with input and output. It is really worth to know how these are related and how it is used. This post will explore the Streams in Java and other related classes in detail. So let us start:
Let us define each of these in high level then dig deeper.
Streams
Used to deal with byte level data
Reader/Writer
Used to deal with character level. It supports various character encoding also.
BufferedReader/BufferedWriter
To increase performance. Data to be read will be buffered in to memory for quick access.
While these are for taking input, just the corresponding classes exists for output as well. For example, if there is an InputStream that is meant to read stream of byte, and OutputStream will help in writing stream of bytes.
InputStreams
There are many types of InputStreams java provides. Each connect to distinct data sources such as byte array, File etc.
For example FileInputStream connects to a file data source and could be used to read bytes from a File. While ByteArrayInputStream could be used to treat byte array as input stream.
OutputStream
This helps in writing bytes to a data source. For almost every InputStream there is a corresponding OutputStream, wherever it makes sense.
UPDATE
What is Buffered Stream?
Here I'm quoting from Buffered Streams, Java documentation (With a technical explanation):
Buffered Streams
Most of the examples we've seen so far use unbuffered I/O. This means
each read or write request is handled directly by the underlying OS.
This can make a program much less efficient, since each such request
often triggers disk access, network activity, or some other operation
that is relatively expensive.
To reduce this kind of overhead, the Java platform implements buffered
I/O streams. Buffered input streams read data from a memory area known
as a buffer; the native input API is called only when the buffer is
empty. Similarly, buffered output streams write data to a buffer, and
the native output API is called only when the buffer is full.
Sometimes I'm losing my hair reading a technical documentation. So, here I quote the more humane explanation from https://yfain.github.io/Java4Kids/:
In general, disk access is much slower than the processing performed
in memory; that’s why it’s not a good idea to access the disk a
thousand times to read a file of 1,000 bytes. To minimize the number
of times the disk is accessed, Java provides buffers, which serve as
reservoirs of data.
In reading File with FileInputStream then BufferedInputStream, the
class BufferedInputStream works as a middleman between FileInputStream
and the file itself. It reads a big chunk of bytes from a file into
memory (a buffer) in one shot, and the FileInputStream object then
reads single bytes from there, which are fast memory-to-memory
operations. BufferedOutputStream works similarly with the class
FileOutputStream.
The main idea here is to minimize disk access. Buffered streams are
not changing the type of the original streams — they just make reading
more efficient. A program performs stream chaining (or stream piping)
to connect streams, just as pipes are connected in plumbing.
InputStream, OutputStream, byte[], ByteBuffer are for binary data.
Reader, Writer, String, char are for text, internally Unicode, so that all scripts in the world may be combined (say Greek and Arabic).
InputStreamReader and OutputStreamWriter form a bridge between both. If you have some InputStream and know that its bytes is actually text in some encoding, Charset, then you can wrap the InputStream:
try (InputStreamReader reader =
new InputStreamReader(stream, StandardCharsets.UTF_8)) {
... read text ...
}
There is a constructor without Charset, but that is not portable, as it uses the default platform encoding.
On Android StandardCharset may not exist, use "UTF-8".
The derived classes FileInputStream and BufferedReader add something to the parent InputStream resp. Reader.
A FileInputStream is for input from a File, and BufferedReader uses a memory buffer, so the actual physical reading does not does not read character wise (inefficient). With new BufferedReader(otherReader) you add buffering to your original reader.
All this understood, there is the utility class Files with methods like newBufferedReader(Path, Charset) which add additional brevity.
I have read lots of articles on this very topic. I hope this might help you in some way.
Basically, the BufferedReader maintains an internal buffer.
During its read operation, it reads bytes from the files in bulk and stores that bytes in its internal buffer.
Now byte is passed to the program from that internal buffer for each read operation.
This reduces the number of communication between the program and the file or disks. Hence more efficient.
I've got a .txt with 1 Billion digits of pi. I read in the file as a String but i get an OutOfMemoryError. It worked with 1 MIllion digits tho. I save the String as a char[] array.
Is it possible to somehow stream the .txt when i cycle through the whole array? I simply need a way to have access to all the 1 Billion digits as an array.
There is BufferedInputStream since java 1 or FileReader with
public int read(char cbuf[], int offset, int length) throws IOException
I suggest you start from there
It is not only possible: it is both highly recommended and done in practice. What is usually done is to reuse the same kind of interfaces as Java libraries (InputStream, etc).
In this case, this could mean a new IntegerInputStream class that outputs the digits as a stream. This class can itself forward calls to FileInputStream. Internally, you can use char[] arrays to store the buffer and improve performance, or have calls directed via BufferedInputStream as Pavel suggests, but it is best to isolate the consumer from the internal buffer management and keep the appropriate level of abstraction to the use case (decimals of pi).
You can open the file with a FileInputStream, and read it byte[] per byte[] to avoid the OOMError.
According to doc
You should be able to get a String of length Integer.MAX_VALUE (always 2147483647 (231 - 1) by the Java specification, the maximum size of an array, which the String class uses for internal storage) or half your maximum heap size (since each character is two bytes), whichever is smaller
This is why you get the Exception,
if you don't really need the whole 1B chars. you can try using buffer which doesn't load the whole thing into memory.
BufferedReader br = new BufferedReader(new FileReader(new File("path to file")));
char[] data=new char[1000000] ;//however many chars you want;
int i=0;
while ((c = br.read()) != -1 && i<data.length) {
data[i++]= c;
}
br.close();
I understand there are two ways read big text files in java. One is using scanner and one is using bufferedreader.
Scanner reader = new Scanner(new FileInputStream(path));
while (reader.hasNextLine()){
String tempString = reader.nextLine();
System.out.println(java.lang.Runtime.getRuntime().totalMemory()/(1024*1024.0));
}
And the number to be printed is always stable around some value.
However when I use bufferedReader as per edit below the number is not stable, it may increase in a sudden (about 20mb) in one line and then remain the same for many lines(like 8000 lines). And the process repeats.
Anyone knows why?
UPDATE
I typed the second method using BufferedReader wrong here is what it should be
BufferedReader reader = new BufferedReader
(new InputStreamReader(new FileInputStream(path)),5*1024*1024);
for(String s = null;(s=reader.readLine())!=null; ){
System.out.println(java.lang.Runtime.getRuntime().totalMemory()/(1024*1024.0));
}
or using while loop
String s;
while ((s=reader.readLine())!=null ){
System.out.println(java.lang.Runtime.getRuntime().totalMemory()/(1024*1024.0));
}
To be more specific, here is a result of test case reading 250M file
Scanner case:
linenumber---totolmemory
5000---117.0
10000---112.5
15000---109.5
20000---109.5
25000---109.5
30000---109.5
35000---109.5
40000---109.5
45000---109.5
50000---109.5
BufferedReader case:
linenumber---totolmemory
5000---123.0
10000---155.5
15000---155.5
20000---220.5
25000---220.5
30000---220.5
35000---220.5
40000---220.5
45000---220.5
50000---211.0
However the scanner is slow and that's why I try to avoid it.
And I check the bufferedReader case the total memory increases suddenly in a single random line.
Just by itself, a Scanner is not particularly good for big text files.
Scanner and BufferedReader are not comparable. You can use a BufferedInputStream in a Scanner - then you'll have the same thing, with the Scanner adding a lot more of "stream" reading functionality than just lines.
Looking at totalMemory isn't particularly useful. To cite Javadoc: Returns the total amount of memory in the Java virtual machine. The value returned by this method may vary over time, depending on the host environment.
Try freeMemory, which is a little more interesting, reflecting the phases of GC that occur every now and then.
Later
Comment on Scanner being slow: Reading a line merely requires scanning bytes for the line separator, and that's how the BufferedReader does it. The Scanner, however, cranks up java.util.regex.Matcher for this task (as it fits better into its overall design). Using the Scanner just for reading lines is breaking butterflies on the wheel.
Currently I have the below code for reading an InputStream. I am storing the whole file into a StringBuilder variable and processing this string afterwards.
public static String getContentFromInputStream(InputStream inputStream)
// public static String getContentFromInputStream(InputStream inputStream,
// int maxLineSize, int maxFileSize)
{
StringBuilder stringBuilder = new StringBuilder();
BufferedReader bufferedReader = new BufferedReader(new InputStreamReader(inputStream));
String lineSeparator = System.getProperty("line.separator");
String fileLine;
boolean firstLine = true;
try {
// Expect some function which checks for line size limit.
// eg: reading character by character to an char array and checking for
// linesize in a loop until line feed is encountered.
// if max line size limit is passed then throw an exception
// if a line feed is encountered append the char array to a StringBuilder
// after appending check the size of the StringBuilder
// if file size exceeds the max file limit then throw an exception
fileLine = bufferedReader.readLine();
while (fileLine != null) {
if (!firstLine) stringBuilder.append(lineSeparator);
stringBuilder.append(fileLine);
fileLine = bufferedReader.readLine();
firstLine = false;
}
} catch (IOException e) {
//TODO : throw or handle the exception
}
//TODO : close the stream
return stringBuilder.toString();
}
The code went for a review with the Security team and the following comments were received:
BufferedReader.readLine is susceptible to DOS (Denial of Service) attacks (line of infinite length, huge file containing no line feed/carriage return)
Resource exhaustion for the StringBuilder variable (cases when a file containing data greater than the available memory)
Below are the solutions I could think of:
Create an alternate implementation of readLine method (readLine(int limit)), which checks for the no. of bytes read and if it exceeds the specified limit, throw a custom exception.
Process the file line by line without loading the file in entirety. (pure non-Java solution :) )
Please suggest if there are any existing libraries which implement the above solutions.
Also suggest any alternate solutions which offer more robustness or are more convenient to implement than the proposed ones. Though performance is also a major requirement, security comes first.
Updated Answer
You want to avoid all sorts of DOS attacks (on lines, on size of the file, etc). But in the end of the function, you're trying to convert the entire file into one single String!!! Assume that you limit the line to 8 KB, but what happens if somebody sends you a file with two 8 KB lines? The line reading part will pass, but when finally you combine everything into a single string, the String will choke all available memory.
So since finally you're converting everything into one single String, limiting line size doesn't matter, nor is safe. You have to limit the entire size of the file.
Secondly, what you're basically trying to do is, you're trying to read data in chunks. So you're using BufferedReader and reading it line-by-line. But what you're trying to do, and what you really want at the end - is some way of reading the file piece by piece. Instead of reading one line at a time, why not instead read 2 KB at a time?
BufferedReader - by its name - has a buffer inside it. You can configure that buffer. Let's say you create a BufferedReader with buffer size of 2 KB:
BufferedReader reader = new BufferedReader(..., 2048);
Now if the InputStream that you pass to BufferedReader has 100 KB of data, BufferedReader will automatically read it 2 KB at at time. So it will read the stream 50 times, 2 KB each (50x2KB = 100 KB). Similarly, if you create BufferedReader with a 10 KB buffer size, it will read the input 10 times (10x10KB = 100 KB).
BufferedReader already does the work of reading your file chunk-by-chunk. So you don't want to add an extra layer of line-by-line above it. Just focus on the end result - if your file at the end is too big (> available RAM) - how are you going to convert it into a String at the end?
One better way is to just pass things around as a CharSequence. That's what Android does. Throughout the Android APIs, you will see that they return CharSequence everywhere. Since StringBuilder is also a subclass of CharSequence, Android will internally use either a String, or a StringBuilder or some other optimized string class based on the size/nature of input. So you could rather directly return the StringBuilder object itself once you've read everything, rather than converting it to a String. This would be safer against large data. StringBuilder also maintains the same concept of buffers inside it, and it will internally allocate multiple buffers for large strings, rather than one long string.
So overall:
Limit the overall file size since you're going to deal with the entire content at some point. Forget about limiting or splitting lines
Read in chunks
Using Apache Commons IO, here is how you would read data from a BoundedInputStream into a StringBuilder, splitting by 2 KB blocks instead of lines:
// import org.apache.commons.io.output.StringBuilderWriter;
// import org.apache.commons.io.input.BoundedInputStream;
// import org.apache.commons.io.IOUtils;
BoundedInputStream boundedInput = new BoundedInputStream(originalInput, <max-file-size>);
BufferedReader reader = new BufferedReader(new InputStreamReader(boundedInput), 2048);
StringBuilder output = new StringBuilder();
StringBuilderWriter writer = new StringBuilderWriter(output);
IOUtils.copy(reader, writer); // copies data from "reader" => "writer"
return output;
Original Answer
Use BoundedInputStream from Apache Commons IO library. Your work becomes much more easier.
The following code will do what you want:
public static String getContentFromInputStream(InputStream inputStream) {
inputStream = new BoundedInputStream(inputStream, <number-of-bytes>);
// Rest code are all same
You just simply wrap your InputStream with a BoundedInputStream and you specify a maximum size. BoundedInputStream will take care of limiting reads up to that maximum size.
Or you can do this when you're creating the reader:
BufferedReader bufferedReader = new BufferedReader(
new InputStreamReader(
new BoundedInputStream(inputStream, <no-of-bytes>)
)
);
Basically what we're doing here is, we're limiting the read size at the InputStream layer itself, rather than doing that when reading lines. So you end up with a reusable component like BoundedInputStream which limits reading at the InputStream layer, and you can use that wherever you want.
Edit: Added footnote
Edit 2: Added updated answer based on comments
There are basically 4 ways to do file processing:
Stream-Based Processing (the java.io.InputStream model): Optionally put a bufferedReader around the stream, iterate & read the next available text from the stream (if no text is available, block until some becomes available), process each piece of text independently as it's read (catering for widely-varying sizes of text pieces)
Chunk-Based Non-Blocking Processing (the java.nio.channels.Channel model): Create a set of fixed-sized buffers (representing the "chunks" to be processed), read into each of the buffers in turn without blocking (nio API delegates to native IO, using fast O/S-level threads), your main processing thread picks each buffer in turn once it is filled and processes the fixed-size chunk, as other buffers continue to be asynchronously loaded.
Part File Processing (including line-by-line processing) (can leverage (1) or (2) to isolate or build up each "part"): break your file format down into semantically meaningful sub-parts (if possible! breaking into lines could be possible!), iterate through stream pieces or chunks and build-up content in memory until the next part is completely built, process each part as soon as it's built.
Entire File Processing (the java.nio.file.Files model): Read the entire file into memory in one operation, process the complete contents
Which one should you use?
It depends - on your file contents and the type of processing you require.
From a resource-use efficiency perspective (best to worst) is: 1,2,3,4.
From a processing speed & efficiency perspective (best to worst) is: 2,1,3,4.
From an ease of programming perspective (best to worst): 4,3,1,2.
However, some types of processing might require more than the smallest piece of text (ruling out 1, and maybe 2) and some file formats may not have internal parts (ruling out 3).
You're doing 4. I suggest you shift to 3 (or lower), if you can.
Under 4, there's only one way to avoid DOS - limit the size before it's read into memory, (or for that matter copied to your file system). It's too late once it's read in. If this is not possible, then try 3, 2 or 1.
Limiting File Size
Often the file is uploaded via a HTML form.
If uploading using Servlet #MultipartConfig annotation and request.getPart().getInputStream(), you have control over how much data you read from the stream. Also, request.getPart().getSize() returns the file size in advance and if it's small enough, you can do request.getPart().write(path) to write the file to disk.
If uploading using JSF, then JSF 2.2 (very new) has the standard html component <h:inputFile> (javax.faces.component.html.InputFile), which has an attribute for maxLength; pre-JSF 2.2 implementations have similar custom components (e.g. Tomahawk has <t:InputFileUpload> with maxLength attribute; PrimeFaces has <p:FileUpload> with sizeLimit attribute).
Alternatives to Read Entire File
Your code which uses InputStream, StringBuilder, etc, is an efficient way to read the entire file, but is not necessarily the simplest way (least lines of code).
Junior/average developers could get the misapprehension that you're doing efficient stream-based processing, when you're processing the entire file - so include appropriate comments.
If you want less code, you could try one of the following:
List<String> stringList = java.nio.file.Files.readAllLines(path, charset);
or
byte[] byteContents = java.nio.file.Files.readAllBytes(path);
But they require care, or they could be inefficient in resource usage. If you use readAllLines and then concatenate the List elements into a single String, then you would consume double the memory (for the List elements + the concatenated String). Similarly, if you use readAllBytes, followed by encoding to String (new String(byteContents, charset)), then again, you're using "double" the memory. So best to process directly against List<String> or byte[], unless you limit your files to a small enough size.
instead of readLine use read which reads a given amount of chars.
in each loop check how much data has been read, if it's more then a certain amount, more then the maximum of an expected input, stop it and return an error and log it.
I faced a similar issue when copying a huge binary file (which generally does not contain newline character). doing a readline() leads to reading the entire binary file into one single string causing OutOfMemory on Heap space.
Here is a simple JDK alternative:
public static void main(String[] args) throws Exception
{
byte[] array = new byte[1024];
FileInputStream fis = new FileInputStream(new File("<Path-to-input-file>"));
FileOutputStream fos = new FileOutputStream(new File("<Path-to-output-file>"));
int length = 0;
while((length = fis.read(array)) != -1)
{
fos.write(array, 0, length);
}
fis.close();
fos.close();
}
Things to note:
The above example copies the file using a buffer of 1K bytes. However, if you are doing this copy over network, you may want to tweak the buffer size.
If you would like to use FileChannel or libraries like Commons IO, just make sure that the implementation boils down to something like above
This worked for me without any problems.
char charArray[] = new char[ MAX_BUFFER_SIZE ];
int i = 0;
int c = 0;
while((c = br.read()) != -1 && i < MAX_BUFFER_SIZE) {
char character = (char) c;
charArray[i++] = character;
}
return Arrays.copyOfRange(charArray,0,i);
I cannot think a soloution other than Apache Commons IO FileUtils.
Its pretty simple with FileUtils class, as the so called DOS attack wont come directly from the top layer.
Reading and writing a file is very much simple as you can do it with just one line of code like
String content =FileUtils.readFileToString(new File(filePath));
You can explore more about this.
There is class EntityUtils under Apache httpCore. Use getString() method of this class to get the String from Response content.
Recommendations from Fortify Scan. You can adapt the InputStream to other resources such as HTTP request InputStream.
InputStream zipInput = zipFile.getInputStream(zipEntry);
Reader zipReader = new InputStreamReader(zipInput);
BufferedReader br = new BufferedReader(zipReader);
StringBuffer sb = new StringBuffer();
int intC;
while ((intC = br.read()) != -1){
char c = (char)intC;
if (c == "\n"){
break;
}
if (sb.length >= MAX_STR_LEN){
throw new Exception("Input too long");
}
sb.append(c);
}
String line = sb.toString();
I have a function in which I am only given a BufferedInputStream and no other information about the file to be read. I unfortunately cannot alter the method definition as it is called by code I don't have access to. I've been using the code below to read the file and place its contents in a String:
public String[] doImport(BufferedInputStream stream) throws IOException, PersistenceException {
int bytesAvail = stream.available();
byte[] bytesRead = new byte[bytesAvail];
stream.read(bytesRead);
stream.close();
String fileContents = new String(bytesRead);
//more code here working with fileContents
}
My problem is that for large files (>2Gb), this code causes the program to either run extremely slowly or truncate the data, depending on the computer the program is executed on. Does anyone have a recommendation regarding how to deal with large files in this situation?
You're assuming that available() returns the size of the file; it does not. It returns the number of bytes available to be read, and that may be any number less than or equal to the size of the file.
Unfortunately there's no way to do what you want in just one shot without having some other source of information on the length of the file data (i.e., by calling java.io.File.length()). Instead, you have to possibly accumulate from multiple reads. One way is by using ByteArrayOutputStream. Read into a fixed, finite-size array, then write the data you read into a ByteArrayOutputStream. At the end, pull the byte array out. You'll need to use the three-argument forms of read() and write() and look at the return value of read() so you know exactly how many bytes were read into the buffer on each call.
I'm not sure why you don't think you can read it line-by-line. BufferedInputStream only describes how the underlying stream is accessed, it doesn't impose any restrictions on how you ultimately read data from it. You can use it just as if it were any other InputStream.
Namely, to read it line-by-line you could do
InputStreamReader streamReader = new InputStreamReader(stream);
BufferedInputReader lineReader = new BufferedInputReader(streamReader);
String line = lineReader.readLine();
...
[Edit] This response is to the original wording of the question, which asked specifically for a way to read the input file line-by-line.