WEBVTT

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Bien, bienvenidos a la clase de hoy

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que va a tratar el manejo de datos.

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manejo de datos puede que

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os suene algo raro pero

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la idea básica del manejo de datos es

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que, teniendo los datos en un formato,

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quieres mostrarlos de forma diferente

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es algo que pasa a menudo. No hablo

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de algo similar a convertir imágenes sino

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que es posible que tengas un archivo de

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texto o un log y lo que quieres es verlo

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en otro formato, en un

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gráfico, o quieres ver estadísticas sobre

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esos datos, cualquier cosa que coja un

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conjunto de datos y los represente de otra

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forma; eso es lo que llamaría manejo de

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datos. Hemos visto ya algunos ejemplos de

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este tipo de manejo de datos

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con anterioridad en este semestre

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básicamente cualquier uso de un

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operador sobre pipe que ordene o coja

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la salida de un programa y la introduzca

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en otro programa, esto es manejo de datos

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en cierta manera.

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Lo que vamos a hacer en esta clase

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es echar un vistazo a algunas formas 
elegantes de

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manejar datos y algunas

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muy útiles.

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Para llevar a cabo cualquier

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manejo de datos lo que se necesita es

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una fuente de datos sobre la que operar

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en primer lugar y hay un gran número de

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buenas muestras de ello.

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Damos algunos ejemplos en la sección de

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ejercicios del apartado de notas de la 
clase de hoy

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En esta en particular voy a

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utilizar un log del sistema. Tengo un 
servidor

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ejecutándose en algún lugar de Holanda

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porque parecía algo razonable en su

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momento y, en ese servidor

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corre un daemon de logging normal

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que viene con el sistema Deeb.

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Es un tipo estándar de

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mecanismo de logging en Linux y 
hay un comando

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llamado journalctl en los sistemas Linux

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que te permiten ver dicho log.

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Así que lo que voy a hacer es

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algunas modificaciones sobre dicho log
para ver

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si puedo sacar algo interesante

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de él. Veréis que si ejecuto

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el comando el resultado es un montón de 
datos

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porque es un log que tiene

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hay un montón de cosas en él, un montón

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de cosas que han pasado en el servidor y

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que se remontan a enero y

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los logs van incluso más atras

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hay mucha información así que

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lo primero que vamos a hacer es tratar de

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limitarla para que veáis

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sólo parte del contenido. El comando 
grep

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es aquí el más adecuado así que vamos

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a pasarlo a través del pipe y vamos

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a llamar a SSH. Sobre SSH no hemos

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hablado todavía pero es

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una manera de acceder a ordenadores
de forma remota

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usando la línea de comandos y en

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particular lo que pasa cuando pones

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un servidor público en Internet es que

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un montón de gente de todo el mundo

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intenta conectar, loguearse y

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tomar el servidor. Si quieres

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ver lo que esta gente intenta hacer

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y demás, voy a hacer un grep por SSH

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y veréis como rápidamente se

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genera un montón de contenido,

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al menos en teoría. Va a ir

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lento ... ahí está. Esto genera toneladas

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y toneladas de contenido y es

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muy difícil incluso ver

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qué está pasando, así que vamos a
observar

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sólo los nombres de usuario con 
los que la gente

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intenta loguear en mi servidor, así 
podéis ver

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que en algunas de estas líneas pone
desconectado

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desconectado por usuario inválido y

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un nombre de usuario. Sólo quiero quedarme
con esas líneas,

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es lo único que me interesa, voy a hacer

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un cambio más aquí que, si

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pensáis en cómo funciona esta pipeline,

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si hago esto aquí conectado de esta manera

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la pipeline del final lo que

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hará es que mandará entero

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el archivo de log a traves de la red a mi
máquina

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y localmente ejecutará grep para mostrar
sólo

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las líneas que contienen ssh y

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localmente las filtrará todavía más.
Puede parecer

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un poco ineficiente porque no me 
importan

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muchas de estas líneas y el site remoto

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también está ejecutando una shell, 
así que

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lo que puedo hacer es ejecutar el

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comando entero en el servidor

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así que lo que os digo, el comando SSH

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que quiero ejecutar en el servidor es
esta

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pipeline de tres elementos y lo que

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obtenga como resultado lo quiero mandar a
less ya

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que lo que esta vez hace bien es

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el mismo filtrado que hicimos antes pero

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en el lado del servidor y

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este sólo me va a mandar aquellas

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líneas que me interesan para que

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cuando las mande localmente a través del
programa

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llamada less ... less es un paginador del
que veréis

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algunos ejemplos, de hecho ya habéis visto

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algunos, por ejemplo al

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escribir man y algún otro comando que se 
abre en

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un paginador. Un paginador es una forma 
práctica

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de coger un extracto largo de cierto
contenido y adaptarlo

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a la ventana de tu terminal

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y permitirte avanzar,

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retroceder y navegar por él para

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que no avance por entero

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por la pantalla, así que, si lo ejecuto

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va a llevar un tiempo porque tiene que

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analizar un montón de archivos de log,

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en particular grep está rellenando un 
buffer

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lo que resulta ser relativamente

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de poca ayuda

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Podría hacer, veamos si esto

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es más útil, ¿por qué no quiere

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hacerme el favor? bien, voy a hacer trampa

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un poco, no me hagáis caso

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quizá la red va muy lenta,

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son dos posibles razones, por suerte hay

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arreglo porque antes he

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ejecutado el siguiente comando y

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lo que este comando hace es coger 
la salida

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de este otro comando y la anexa a un 
archivo

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local, en mi computadora, bien, así que 
ejecuto

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esto cuando llego a mi oficina y así

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lo que esto hizo fue descargar todos

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los logs de SSH que contenían

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desconectado de, así que ahora los tengo
en local

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lo cual es muy útil. Aquí está,

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no hay razones para que abra el log entero

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cada vez porque sé que ese

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patrón del inicio es lo que me

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interesa, por lo que echamos un vistazo

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al SSH punto log y veréis que hay

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montones y montones de líneas en

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las que aparece desconectado de usuario
no válido

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usuarios autenticados, etc. Bien, aquíe

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están las líneas sobre las que tenemos que
trabajar

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lo que también significa que más adelante

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no tenemos que pasar por completo por este

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proceso SSH, simplemente hacemos cat sobre
este archivo

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y operamos sobre él directamente

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puedo mostrar este paginador

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así que si hago cat s al SSH punto log

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y lo mando a less, me da una

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página por la que puedo retroceder y 
avanzar

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quizá hacer esto un poco más pequeño para

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poder recorrer el archivo, estropear el

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archivo y puedo hacer esto que son

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básicamente atajos de teclado de vim de
manera que control ] para

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avanzar, control D para retroceder y

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q para salir. Hay todavía un montón de

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contenido y estas líneas contienen un

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montón de basura en la que no estoy

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interesado, lo que realmente quiero ver

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es cuáles son estos nombres de usuario

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y esta es la herramienta que vamos a

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empezar a utilizar, llamada sent y que es

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un editor de flujo que está modificado o

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es una modificación de un programa 
anterior

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llamado edie que era un editor muy raro

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que ninguno de vosotros probablemente

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querrá utilizar, si, oh, tsp es el nombre

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de la computadora remota a la que estoy 
conectando

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como he dicho un editor de flujo y

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básicamente lo que te permite es cambiar

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el contenido de un flujo, puedes pensar
que

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es un poco como hacer cambios pero

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en realidad es un completo lenguaje

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de programación

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