From 1d4e5792e17b38880eee8db39c0c222901cd299a Mon Sep 17 00:00:00 2001 From: =?UTF-8?q?Greg=20Jan=C3=A9e?= Date: Sun, 14 Apr 2024 13:03:54 -0700 Subject: [PATCH] Add week 3 module --- _quarto.yml | 2 +- modules/week03/bash-essentials.qmd | 460 ------------------------ modules/week03/index-03.qmd | 17 +- modules/week03/lecture-notes-03-mon.txt | 48 --- modules/week03/lecture-notes-03-wed.txt | 114 ------ modules/week03/slides-03.pptx | Bin 1275193 -> 704058 bytes 6 files changed, 5 insertions(+), 636 deletions(-) delete mode 100644 modules/week03/bash-essentials.qmd delete mode 100644 modules/week03/lecture-notes-03-mon.txt delete mode 100644 modules/week03/lecture-notes-03-wed.txt diff --git a/_quarto.yml b/_quarto.yml index 68b8845..77c8f60 100644 --- a/_quarto.yml +++ b/_quarto.yml @@ -11,7 +11,7 @@ website: menu: - modules/week01/index-01.qmd - modules/week02/index-02.qmd - #- modules/week03/index-03.qmd + - modules/week03/index-03.qmd #- modules/week04/index-04.qmd #- modules/week05/index-05.qmd #- modules/week06/index-06.qmd diff --git a/modules/week03/bash-essentials.qmd b/modules/week03/bash-essentials.qmd deleted file mode 100644 index b01844f..0000000 --- a/modules/week03/bash-essentials.qmd +++ /dev/null @@ -1,460 +0,0 @@ ---- -title: "Ten Bash Essentials" ---- - -Greg Janée \\ -May 2023 - -Some essential concepts to get you started writing your first Bash script. - -## 1. What does Bash (or any shell for that matter) do? - -Bash is program on your machine that allows you to interactively run other programs. It: - -- Writes a prompt, reads a line from the terminal window -- Performs various "expansions" to arrive at a final command or command pipeline -- Locates where the program(s) requested to be run are -- Runs the requested program(s) and links their input/output/error streams to and from files and into pipelines -- Writes any output to the terminal window -- Repeat - -These steps are described in more detail below. - -## 2. Fundamentals review - -Files in Unix and Unix-like systems are organized into hierarchical directories identified by "pathnames" as in `/Users/moe/somefile.txt`. Here the leading `/` represents the root directory on the machine, `Users` is a directory within that, `moe` a directory within that directory, and so forth until we get to a final directory or file. - -At any given time you are "in" a directory. Handy commands: - -- `pwd`: where am I? -- `cd new_directory`: change directories -- `ls`: what files and subdirectories are in here? -- `ls -F`: same, but nicer formatting - -An "absolute" pathname begins with `/` and identifies a directory or file starting from the root directory as in the example above. A "relative" pathname does not begin with `/` and does the same, but relative to the current directory. - -Some pseudo directory names. Wherever you are: - -- `.`: current directory -- `..`: parent directory of current directory -- `~`: home directory - -So: - -- `/Users/shemp`: absolute pathname of Shemp's home directory -- `../shemp`: same, relative to `/Users/moe` -- `~`: your home directory -- `~shemp`: Shemp's home directory - -By convention Unix commands accept "options" followed by "arguments". Options begin with a single (`-`) or double (`--`) hyphen. Multiple options that begin with a single hyphen can be combined for brevity. - -- `ls foo`: list files in directory `foo` -- `ls -A foo`: same, option `-A` to include hidden files -- `ls -A -l foo`: add long listing option -- `ls -Al foo`: equivalent to above -- `python --version`: print Python version number - -But be aware that these are only conventions, and there are idiosyncracies in how commands are run. - -## 3. Variables - -Bash supports variables, and variables are essential in writing Bash scripts. To set a variable: - -``` -name=Moe -``` - -No space between the variable name and equals sign! Variables are referenced as `${name}`, or as just `$name` if not ambiguous. Lots of other stuff can go inside the braces, such as string processing and array indexing. Refer to the Bash manual or a good cheat sheet for examples. - -Names defined as above are local to the current Bash session or script. "Environment variables" are variables that are inherited by (visible to) programs and any scripts you run. To set, add `export`: - -``` -export DEBUG_ENABLED=1 -``` - -The two most important environment variables are `HOME` (your home directory) and `PATH` (discussed below). The use of all-caps environment variable names is just a convention. - -## 4. Expansions - -Before running any commands Bash performs various kinds of expansions. The rules about what expansions it performs and when and in what order are confusing. If you feel lost, join the club. - -1. Variable substitution. - - `name=Moe`\ - `echo "Hello $name"` - - is expanded to - - `echo "Hello Moe"` - - The meaning of the above is that `$name` is literally replaced with `Moe` before the `echo` command is run. - -2. Command alias substitution. Aliases are handy abbreviations usually defined in the `~/.bashrc` Bash configuration file. - - `alias ll="ls -l"`\ - `ll foo` - - is expanded to - - `ls -l foo` - -3. Wildcard expansion ("globbing"). - - `wc -l *.csv` - - is expanded to - - `wc -l ASDN_Bird_eggs.csv species.csv ...` - - As with variable substitutions, the globbing expansion literally replaces the wildcard expression with a list of filenames before the `wc` command is run. - -4. Running subcommands. - - `now="$(date)"` - - is expanded to - - `now="Sat May 6 19:02:07 PDT 2023"` - - The expression placed in the `$(...)` can be an entire command pipeline. When done, the subcommand is replaced with any output produced. - -5. Arithmetic. - - `answer=$(( 21 * 2 ))` - - is expanded to - - `answer=42` - - Bash can do integer arithmetic only. - -Takeaway: program(s) that are run see only the finally expanded command line. - -## 5. Quoting - -Quoting is another difficult area of Bash. It's hard to get right. - -- Double quotes support variable, subcommand, and arithmetic expansions. We've already seen these examples: - - `echo "Hello $name"`\ - `echo "Today is $(date)"` - - get expanded to - - `echo "Hello Moe"`\ - `echo "Today is Sat May 6 19:02:07 PDT 2023"` - -- Single quotes don't. - - `echo 'Hello $name'` - - just remains - - `echo 'Hello $name'` - -Generally, arguments to programs must be quoted to prevent Bash from expanding them into multiple arguments. This is easier to appreciate when you're passing in an explicitly quoted string as in the examples above. But it's less obvious that quoting is required even if you're referencing a variable. Sometimes you want to allow a referenced variable to be expanded into multiple arguments, and quotes should be left off: - -``` -my_fave_ls_options="-l -F" -ls $my_fave_ls_options foo -``` - -gets expanded to - -``` -ls -l -F foo -``` - -Other times you don't: - -``` -query="SELECT * FROM table" -sqlite3 db "$query" -``` - -gets expanded to - -``` -sqlite3 db "SELECT * FROM table" -``` - -If `$query` is not quoted in the previous example, `SELECT`, `*`, etc., will be passed as separate arguments, which is not what `sqlite3` expects. Making matters worse, `*` will then be interpreted as a wildcard and expanded into a list of all files in the current directory! - -## 6. PATH determines what programs are run - -A few commands (`cd`, `pwd`, `if`, `while`) are Bash built-ins. All other commands are simply programs on the system, whether coming packaged along with Unix (`ls`, `cp`, `mkdir`, `grep`, etc.) or installed later (`sqlite3`, `python`, etc.). - -The `PATH` environment variable is a colon-separated list of directories in which Bash looks for programs, in order. You can inspect it: - -``` -echo $PATH -``` - -To see where a command is coming from: - -``` -which ls -``` - -To see all places where you have Python installed (cf. ): - -``` -which -a python -``` - -You can modify `PATH` to, for example, add a directory to it (recall `export` is used for environment variables): - -``` -export PATH=$PATH:/another/directory/I/want/Bash/to/look/in -``` - -It's typical to set `PATH` in one of the Bash configuration files `~/.bash_profile` or `~/.profile`, so that it is automatically set upon each login. - -## 7. I/O redirection - -Every program running in a Unix or Unix-like environment has three I/O streams: one for input (stdin), one for output (stdout), and one for error messages and other out-of-band output (stderr). - -By convention, Unix programs read from file(s) specified on the command line, but if none are given, from stdin. And also by convention, Unix programs write to stdout. In this way it is easy to construct pipelines. Ex: - -``` -wc -l *.csv | sort -n -``` - -Here the `wc -l` command, which counts the number of lines in files, is given filenames on the command line, so it counts the lines in those files. It writes its output to stdout. `sort -n` sorts lines in files. It was given no files to sort, so it sorts whatever lines come in via stdin. By piping these together (i.e., by hooking `wc`'s stdout to `sort`'s stdin using the pipe operator), the output from `wc -l` is thereby sorted. - -There are various operators for redirecting where stdin comes from and where stdout and stderr go: - -- `< file`: read stdin from file -- `> file`: write stdout to file -- `2> file`: write stderr to file -- `>& file`: write both stdout and stderr to file -- `>> file`: append stdout to file - -Caution: except for `>>`, all forms of `>` are destructive: Bash overwrites any existing file with an empty file before the program is run. - -Want to get rid of output you don't want to see? Use the Unix black hole: `>& /dev/null`. (This is a cultural meme, you'll see it on T-shirts and license plates.) - -The above are the main redirections, but there are others. - -## 8. Control statements - -The syntax of Bash's control statements is a little funky. A conditional statement looks like this: - -``` -if [ sometest ]; then - ... -fi -``` - -It can also be formatted like so: - -``` -if [ sometest ] -then - ... -fi -``` - -What can go in inside `[ ... ]`? A lot of things. Believe it or not, `[` is a program! Do a `man [` to read about it (see section 10 for other ways to get help). - -A `for` loop iterates over a list of items: - -``` -for file in *.csv; do - echo "$file has $(wc -l < $file) lines" -done -``` - -Recall expansions from section 4. The `*.csv` is expanded before the loop is run, ergo the above is equivalent to listing the files explicitly: - -``` -for file in ASDN_Bird_eggs.csv species.csv ...; do - echo "$file has $(wc -l < $file) lines" -done -``` - -Want to do something 99 times? You can use a `while` loop and a variable as a counter (recall arithmetic from section 4), or you can use `seq` (try `seq` by itself to see what it outputs): - -``` -for i in $(seq 99); do - echo "Putting $i bottles of beer on the wall" -done -``` - -There are other control statements. - -## 9. Scripts - -A Bash script is a text file containing the same Bash commands you might type interactively. It's analogous to an R or Python script but written in Bash instead of one of those other languages. - -Bash knows it is reading from a file instead of the terminal window, and it operates slightly differently: - -- It doesn't print a prompt. -- It doesn't read Bash configuration files (`~/.bashrc`, `~/.bash_profile`, `~/.profile`, etc.). As a consequence, aliases and variables defined in those files are not visible to scripts. (Any environment variables set in configuration files *are* visible, but that's because environment variables are inherited.) - -Bash makes arguments passed to your script available as variables `$1`, `$2`, etc. Variable `$#` is the number of arguments. Ex: - -``` -if [ $# -ne 3 ]; then - echo "This script requires 3 arguments" - exit 1 # terminate with error status (exit 0 = success) -fi -``` - -A Bash script can be run as so: - -``` -bash myscript.sh -``` - -To run a script just by saying - -``` -myscript.sh -``` - -i.e., to make it look more like a command, requires that two things be done: - -1. The first line of the script file must be: - - `#!/bin/bash` - - There can't be any spaces before the `#!`. (You can similarly make a Python or R script directly runnable by including such a first line, but with the pathname of the R or Python interpreter to run.) - -2. Set the "execute" flag on the script file: - - `chmod +x myscript.sh` - - You can see that the file has the execute flag set by doing a long listing and looking for the `x` characters in the permissions mask. - - `ls -l myscript.sh` - -You might find that you still can't run your script just by saying - -``` -myscript.sh -``` - -This is likely due to the current directory not being included in `PATH`. (`echo $PATH` to see.) You can either qualify the script name with a directory name: - -``` -./myscript.sh -``` - -or you can modify `PATH` per section 6. - -A complete example of a script: - -``` -#!/bin/bash -# Add two numbers. -if [ $# -ne 2 ]; then - echo "Supply two numbers, no more, no less" - exit 1 -fi -first=$1 -second=$2 -echo "The sum of $first and $second is $(( $first + $second ))" -``` - -## 10. Getting help and a couple tips - -To get help on a command, for example `ls`, try one of the following: - -``` -man ls -ls --help -``` - -Most but not all systems support `man`; MacOS does *not* support the `--help` option. Failing either of those, do an internet search for "ls man page". - -When writing a script, it can be invaluable to run it through . The advice is good and the creator of that tool knows way more about Bash than you or I. Other good resources: - -- Official Bash user manual: -- Bash pitfalls, or, how to do things the right way: -- Cheat sheet that is better than most: - -And two tips. - -- If you're about to embark on a potentially destructive operation, first try just echoing the commands to confirm they'll do what you want: - - `# rename files from .JPG to .jpg`\ - `for file in *.JPG; do`\ - `echo mv $file ${file/.JPG/.jpg}`\ - `done` - - Once you're satisfied, remove `echo` and run your script for real. - -- `rm`, particulary when paired with a wildcard, is a notoriously dangerous command: it deletes files instantly and permanently. Consider creating an alias - - `alias rm="rm -i"` - - to confirm deletion. - -## Test your understanding - -Be sure to `cd` to the MEDS 213 git repo directory, week5 subdirectory, before answering these. - -1. Compare the output of these three commands: - - `ls`\ - `ls .`\ - `ls "$(pwd)/../week5"` - - Explain why you see what you see. - -2. Try the following two commands: - - `wc -l *.csv`\ - `cat *.csv | wc -l` - - The first prints filenames and line counts. The second prints a bare number. Why does it print that number, and why does it not print any filenames? - -3. You want to count the total number of lines in all CSV files and try this command: - - `cat *.csv | wc -l species.csv` - - What happens and why? - -4. You're given - - `name=Moe` - - and you'd like to print "Moe_Howard". You try this: - - `echo "$name_Howard"` - - but that doesn't quite work. What fix can you apply to make this command give the desired effect? - -5. You create a script and run it like so: - - `bash myscript.sh *.csv` - - What are the values of variables `$1` and `$#`? Explain why the script does not see just one argument passed to it. - -6. You create a script and run it like so: - - `bash myscript.sh "$(date)" $(date)` - - In your script, what is the value of variable `$3`? - -7. Create a file you don't care about (because you're about to destroy it): - - `echo "yo ho a line of text" > junk_file.txt`\ - `echo "another line" >> junk_file.txt` - - You want to sort the lines in this file, so you try: - - `sort junk_file.txt` - - Well that prints the lines in sorted order, but it doesn't actually change the file. You recall section 7 and try: - - `sort junk_file.txt > junk_file.txt` - - What happens and why? How *can* you sort the lines in your file? (Hint: it involves creating a second file and using `mv`.) - -8. You want to delete all files ending in `.csv`, so you type (don't actually try this): - - `rm * .csv` - - but as can be seen, your thumb accidentally hit the space bar and you got an extra space in there. What will `rm` do? diff --git a/modules/week03/index-03.qmd b/modules/week03/index-03.qmd index 7b0858c..055c6bd 100644 --- a/modules/week03/index-03.qmd +++ b/modules/week03/index-03.qmd @@ -5,7 +5,7 @@ title: "Week 3 - Structured Query Language (SQL) & DuckDB" ## Learning objectives - Understand the relationship of SQL to relational databases -- Understand how SQLite differs from client/server databases +- Understand how local databases differ from client/server databases - Understand basic SQL syntax and statements - Be able to answer basic questions about data @@ -15,12 +15,11 @@ title: "Week 3 - Structured Query Language (SQL) & DuckDB" Lecture notes: -- [lecture-notes-03-mon.txt](lecture-notes-03-mon.txt) -- [lecture-notes-03-wed.txt](lecture-notes-03-wed.txt) +(forthcoming) [ASDN dataset ER (entity-relationship) diagram](asdn-er-diagram.png) -[Class data GitHub repository, week 3](https://github.com/UCSB-Library-Research-Data-Services/bren-meds213-spring-2023-class-data/tree/main/week3) +[Class data GitHub repository, week 3](https://github.com/UCSB-Library-Research-Data-Services/bren-meds213-spring-2024-class-data/tree/main/week3) ## Resources @@ -46,12 +45,4 @@ Lecture notes: 5. Jeffrey D. Ullman and Jennifer Widom (2008). A First Course in Database Systems. 3rd ed. Upper Saddle River, NJ: Pearson/Prentice Hall.\ [Access via Library Catalog](https://search.library.ucsb.edu/permalink/01UCSB_INST/1aqck9j/alma990032103790203776) - - *Complete but theoretical introduction to relational databases, data modeling, and relational algebra.* - -## Homework - -[SQL problem 1](hw-03-1.qmd) - -[SQL problem 2](hw-03-2.qmd) - -[SQL problem 3](hw-03-3.qmd) + - *Complete but theoretical introduction to relational databases, data modeling, and relational algebra.* \ No newline at end of file diff --git a/modules/week03/lecture-notes-03-mon.txt b/modules/week03/lecture-notes-03-mon.txt deleted file mode 100644 index e589bd2..0000000 --- a/modules/week03/lecture-notes-03-mon.txt +++ /dev/null @@ -1,48 +0,0 @@ -Running SQLite -- no argument: in-memory database, will disappear when closed -- or new file -- or existing file -- use .exit or Ctrl-D to get out - -Getting around SQLite -- dot commands -- .help -- .help to get help on command -- .table to list tables, .schema to list table definitions - -Getting help -- .help -- SQLite's SQL railroad diagrams on website - -SQL syntax -- SELECT * FROM Species; -- case-insensitive, both keywords and table/column names -- tab completion -- sources of confusion, SQLite keeps prompting: --- when missing trailing ; --- when there's a quoted string and missing trailing ' --- how to abandon? ---- get out of quoted string, add &&& for syntax error, then ; ---- or Ctrl-C -- -- to comment - -SELECT * -- LIMIT, OFFSET -- SELECT * from Site -- can select individual columns - -SELECT DISTINCT -- SELECT DISTINCT Species FROM Bird_nests; -- SELECT DISTINCT Species, Observer FROM Bird_nests; -- distinct pairs ^^ - -ORDER BY -- SELECT DISTINCT Species FROM Bird_nests ORDER BY Species; -- order is random otherwise, particulary after table updates -- as above, order by Species -- as above by Species, Date_found DESC - -In-class challenge -- Select distinct locations, are they in order? If not, order them. -- Does adding a limit apply after the results are ordered or before? -- Refer back to syntax chart - syntax echoes processing order. diff --git a/modules/week03/lecture-notes-03-wed.txt b/modules/week03/lecture-notes-03-wed.txt deleted file mode 100644 index 040ae05..0000000 --- a/modules/week03/lecture-notes-03-wed.txt +++ /dev/null @@ -1,114 +0,0 @@ -RECAP -- open SQLite on database file -- .table, .schema to find out what's inside -- SELECT DISTINCT Location - FROM Site - ORDER BY Location - LIMIT 3; -- write query in file, use .read to execute it -- good idea to capture schema in SQL file to recreate database, - for documentation - -FILTERING -- SELECT * FROM Site WHERE Area < 200; -- ...AND Latitude > 60, etc. -- not equals: classic is <>, but everybody supports != nowadays -- string matching --- double up single quotes to create a single quote: 'I don''t like this' --- LIKE '...', % for wildcard --- string matching might be case (in)sensitive, check database settings --- regexp usually supported via functions - -EXPRESSIONS -- SELECT Site_name, Area*2.47 FROM Site; -- expr AS name to give name to computed column -- look at SQLite function list, lots of 'em -- || to concatenate strings - -AGGREGATION & GROUPING -- SELECT COUNT(*) FROM Species; -- number of rows -- SELECT COUNT(Scientific_name) FROM Species; -- number of non-NULL values -- SELECT COUNT(DISTINCT Relevance) FROM Species; -- same as SELECT DISTINCT, but see how many rows are returned -- SELECT AVG(Area) FROM Site; -- MIN, MAX, etc. -- careful: SELECT Location, AVG(Area) FROM Site; --- !! picks arbitrary value for location -- enter grouping -- SQL will return one row per group -- SELECT Location, MAX(Area) - FROM Site - GROUP BY Location; -- WHERE to filter rows going into grouping operation -- HAVING to filter rows coming out of grouping operation -- SELECT Location, MAX(Area) AS Max_area - FROM Site - GROUP BY Location - HAVING Max_area > 200 - ORDER BY Max_area DESC; - -RELATIONAL ALGEBRA -- result of every operation is another table -- even SELECT COUNT(*) returns a little baby table -- CREATE TEMP TABLE AS SELECT... to save query -- can nest queries --- SELECT ... FROM (SELECT ...) --- another place: WHERE column IN (SELECT ...) --- there are others - -NULL PROCESSING -- NULL means unknown -- SELECT COUNT(*) FROM Bird_nests WHERE floatAge > 5; -- or <= 5 -- still missing rows, because a NULL value is neither > 5 nor <= 5 -- must use IS NULL or IS NOT NULL -- aggregate functions omit NULLs like R does - -JOINS, THE HEART AND SOUL OF RDBMS -- SELECT * FROM Camp_assignment; -- but we want full names, not abbreviations -- so follow linkage shown in ER diagram -- SELECT * FROM Camp_assignment, Personnel - ON Camp_assignment.Observer = Personnel.Abbreviation - LIMIT 10; -- or use JOIN instead of bare , -- or INNER JOIN to be verbose -- note qualifications by table name; unneeded if column names are - unambiguous (but duplicate column names often occur) -- mega-rows: get all columns from both tables -- (database doesn't actually do that unless required, is more efficient) -- more commonly, ask for selected columns -- SELECT Year, Site, Name, Start, End - FROM Camp_assignment, Personnel - ON Camp_assignment.Observer = Personnel.Abbreviation - LIMIT 10; -- use table abbreviations for conciseness -- SELECT Year, Site, Name, Start, End - FROM Camp_assignment CA, Personnel P - ON CA.Observer = P.Abbreviation - LIMIT 10; -- can also use AS for readability -- 3 way join: -- SELECT * - FROM Camp_assignment CA, Personnel P, Site S - ON CA.Observer = P.Abbreviation AND CA.Site = S.Code - LIMIT 3; -- can add WHERE clauses, etc.: WHERE CA.Observer = 'lmckinnon' -- notice denormalization that is happening -- which is the idea: normalize for data organization/compactness -- temporarily denormalize to relate data back together -- another example: how many bird eggs are in each nest? -- can get away with USING since same column name -- SELECT Nest_id, COUNT(*) - FROM Bird_nests, Bird_eggs - USING (NEST_Id) - GROUP BY Nest_id; -- let's add in some nicer species names; need to add Species to the join -- switch to ON... instead of USING, also need to 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