diff --git a/db/teaching/cse4_562/2018sp/schedule.json b/db/teaching/cse4_562/2018sp/schedule.json
index f8804acb..49103d57 100644
--- a/db/teaching/cse4_562/2018sp/schedule.json
+++ b/db/teaching/cse4_562/2018sp/schedule.json
@@ -5,7 +5,8 @@
"due": "",
"topic": "Introduction",
"materials": {
- "slides" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-29-Intro.html"
+ "slides" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-29-Intro.html",
+ "print" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-29-Intro.html?print-pdf"
}
},
{
@@ -14,7 +15,8 @@
"due": "",
"topic": "SQL Overview + Physical Data Organization",
"materials": {
- "slides" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-31-SQL+Physical.html"
+ "slides" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-31-SQL+Physical.html",
+ "print" : "https://odin.cse.buffalo.edu/slides/cse4562sp2018/2018-01-31-SQL+Physical.html?print-pdf"
}
},
{
diff --git a/lib/gemsmith.rb b/lib/gemsmith.rb
index c52f500f..b1e5bee1 100644
--- a/lib/gemsmith.rb
+++ b/lib/gemsmith.rb
@@ -2,6 +2,7 @@ require 'yaml'
require 'redcarpet'
require 'erb'
require 'pipeline.rb'
+require 'date'
class Array
def where
diff --git a/slides/cse4562sp2018/2018-01-29-Intro.html b/slides/cse4562sp2018/2018-01-29-Intro.html
index d8707cf7..228bcc49 100644
--- a/slides/cse4562sp2018/2018-01-29-Intro.html
+++ b/slides/cse4562sp2018/2018-01-29-Intro.html
@@ -43,13 +43,6 @@
CSE 4/562 - Database Systems
-
@@ -502,7 +495,7 @@
// Full list of configuration options available at:
// https://github.com/hakimel/../reveal.js#configuration
Reveal.initialize({
- controls: false,
+ controls: true,
progress: true,
history: true,
center: true,
diff --git a/slides/cse4562sp2018/2018-01-31-SQL+Physical.html b/slides/cse4562sp2018/2018-01-31-SQL+Physical.html
index e0ac7c2a..26148fc3 100644
--- a/slides/cse4562sp2018/2018-01-31-SQL+Physical.html
+++ b/slides/cse4562sp2018/2018-01-31-SQL+Physical.html
@@ -43,13 +43,6 @@
CSE 4/562 - Database Systems
-
@@ -237,7 +230,7 @@
SELECT tree_id FROM Trees WHERE spc_common = 'sycamore maple'
Computes the set-union of any two union-compatible sets of tuples
-
Adding ALL
preserves duplicates across the inputs.
+
Adding ALL
preserves duplicates across the inputs (bag-union ).
@@ -247,15 +240,13 @@
FROM relationlist
WHERE condition
GROUP BY groupinglist
- HAVING group-condition
+ HAVING groupcondition
-
The target-list now contains...
- grouped attributes
- aggregate expressions
-
-
Targets of type (1) must be a subset of the grouping-list
+
The targetlist now contains (a) Grouped attributes, and (b) Aggregate expressions.
+
Targets of type (a) must be a subset of the grouping-list
(intuitively each answer tuple corresponds to a single group, and each group must have a single value for each attribute)
+
groupcondition is applied after aggregation and may contain aggregate expressions.
@@ -317,10 +308,24 @@
- Record Layout 2: Delimiters
+ Record Layout 2: Headers
+
+ Record Formats
+
+ Fixed
+ Constant-size fields. Field $i$ at byte $\sum_{j < i} |Field_j|$
+ Delimited
+ Special character or string (e.g., ,
) between fields
+ Header
+ Fixed-size header points to start of each field
+
+
+
+
+
File Formats
@@ -341,6 +346,7 @@
@@ -356,6 +362,19 @@
A primitive value (for now)
+
+
+
+
+
+ with db_open('Trees') as data:
+ for record in data:
+ if(records['BORONAME'] == 'Brooklyn'):
+ print(fields['TREE_ID']);
+
+
@@ -369,7 +388,7 @@
// Full list of configuration options available at:
// https://github.com/hakimel/../reveal.js#configuration
Reveal.initialize({
- controls: false,
+ controls: true,
progress: true,
history: true,
center: true,
diff --git a/slides/cse4562sp2018/graphics/2018-01-29-db_as_mediator.svg b/slides/cse4562sp2018/graphics/2018-01-29-db_as_mediator.svg
new file mode 100644
index 00000000..525de239
--- /dev/null
+++ b/slides/cse4562sp2018/graphics/2018-01-29-db_as_mediator.svg
@@ -0,0 +1,962 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+ image/svg+xml
+
+
+
+
+
+
+
+
+
+
+
+ CSV
+
+
+
+ ProtoBuff
+
+
+
+ ???
+
+
+
+
+
+ Python
+
+ ...
+
+
+ SQL
+
+
+
+
+
+ Database
+
+
+
diff --git a/slides/cse4562sp2018/graphics/2018-01-31-mem_bulk_loading.svg b/slides/cse4562sp2018/graphics/2018-01-31-mem_bulk_loading.svg
index 2fc83d46..8a8482ee 100644
--- a/slides/cse4562sp2018/graphics/2018-01-31-mem_bulk_loading.svg
+++ b/slides/cse4562sp2018/graphics/2018-01-31-mem_bulk_loading.svg
@@ -15,10 +15,24 @@
viewBox="0 0 332.51187 156.21313"
version="1.1"
id="svg6103"
- inkscape:version="0.92.2 5c3e80d, 2017-08-06"
+ inkscape:version="0.91 r13725"
sodipodi:docname="2018-01-31-mem_bulk_loading.svg">
+
+
+
image/svg+xml
-
+
@@ -9110,5 +9124,26 @@
id="tspan8751"
sodipodi:role="line">Record
+
+ BAD!
+
+
diff --git a/slides/talks/2018-1-Tour-Mimir/graphics/Anonymous-Magnifying-glass.svg b/slides/talks/2018-1-Tour-Mimir/graphics/Anonymous-Magnifying-glass.svg
new file mode 100644
index 00000000..e8d91cf6
--- /dev/null
+++ b/slides/talks/2018-1-Tour-Mimir/graphics/Anonymous-Magnifying-glass.svg
@@ -0,0 +1,2516 @@
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
+
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+
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+
+
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+
+
+
+ image/svg+xml
+
+
+
+
+ Openclipart
+
+
+ Magnifying glass
+ 2009-04-04T05:44:46
+ Glossy magnifying glass by Gino Rivera. From old OCAL site.
+ https://openclipart.org/detail/24004/magnifying-glass-by-anonymous-24004
+
+
+ Anonymous
+
+
+
+
+ find
+ glass
+ glossy
+ icon
+ magnifying
+ magnifying glass
+ optics
+ search
+ tool
+
+
+
+
+
+
+
+
+
+
+
diff --git a/slides/talks/2018-1-Tour-Mimir/graphics/blackbox.svg b/slides/talks/2018-1-Tour-Mimir/graphics/blackbox.svg
index b868e4e0..13208921 100644
--- a/slides/talks/2018-1-Tour-Mimir/graphics/blackbox.svg
+++ b/slides/talks/2018-1-Tour-Mimir/graphics/blackbox.svg
@@ -15,7 +15,7 @@
viewBox="0 0 296.23718 102.27598"
version="1.1"
id="svg833"
- inkscape:version="0.92.2 5c3e80d, 2017-08-06"
+ inkscape:version="0.91 r13725"
sodipodi:docname="blackbox.svg">
@@ -335,13 +335,13 @@
inkscape:pageopacity="0.0"
inkscape:pageshadow="2"
inkscape:zoom="0.49497475"
- inkscape:cx="685.91543"
- inkscape:cy="-56.660697"
+ inkscape:cx="193.97114"
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diff --git a/slides/talks/2018-1-Tour-Mimir/graphics/possibleworlds.svg b/slides/talks/2018-1-Tour-Mimir/graphics/possibleworlds.svg
index 76ef6229..2eed4881 100644
--- a/slides/talks/2018-1-Tour-Mimir/graphics/possibleworlds.svg
+++ b/slides/talks/2018-1-Tour-Mimir/graphics/possibleworlds.svg
@@ -111,13 +111,7 @@
points="20,60 140,60 120,50 140,60 120,70 140,60"
transform="translate(0,390) rotate(-60)"
/>
-
- Probability
- Expectation
- Variance
- Histogram
-
-
+
We have tools that can solve these problem!
-
+
@@ -230,7 +230,11 @@
- In the name of Codd Thou shalt not give the user a wrong answer.
+ In the name of Codd Thou shalt not give the user a wrong answer.
+
+
+
+ ... but this assumes that we start with perfect data.
@@ -238,6 +242,10 @@
+
+
+
+
(Fox News)
@@ -322,17 +330,35 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
- The Uncertainty-Aware Database
+ Declarative Uncertainty
+
+
+
- Mimir is a vehicle for research on...
+
+
+
+
+ At each step, Mimir tracks ambiguity and potential errors.
+
+ A row that may or may not exist.
+ An attribute value that is missing or ambiguous.
+ A table with multiple possible schemas.
+ A violated constraint.
+
+
+
+
+ Declarative uncertainty requires...
... uncertainty capture
- ... query processing over uncertain data
- ... intuitive and qualitative presentation of uncertainty
- ... other things that we can do to make Alice's life easier
+ ... query processing over uncertain data
+ ... intuitive and qualitative presentation of uncertainty
@@ -398,13 +424,12 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
$$R(1, 2) \mapsto 1$$
$$R(1, 3) \mapsto 1$$
$$R(4, 3) \mapsto 1$$
+ $$S(2, 5) \mapsto 1$$
+ $$S(3, 6) \mapsto 2$$
$$R(4, 5) \mapsto 0$$
-
- $$S(3, 6) \mapsto 2$$
-
@@ -513,19 +538,20 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
- Information Extractors
+ Summarizing Possible Worlds
$$\mathcal K^W \rightarrow \mathcal K$$
(plug in any $K$-Relation-compatible $\mathcal K$)
- Possible World Value
+ Annotation in World $i$
$\texttt{PW}_i(\vec k) \equiv \vec k_i$
- Certain Value
+ Certain Annotation
$\mathcal C(\vec k) \equiv min(\vec k)$
- Possible Value
+ Possible Annotation
$\mathcal P(\vec k) \equiv max(\vec k)$
+ Correct/Possible mirrors "Correctness of SQL Queries on Databases with Nulls" [Guagliardo, Libkin 2017]
@@ -629,7 +655,7 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
Can we do the same thing for $\mathcal C(Q(\mathcal D))$?
- $$C(Q(\mathcal D)) \stackrel{?}{=} C(Q(\mathcal D))$$
+ $$C(Q(\mathcal D)) \stackrel{?}{=} Q(\mathcal C(\mathcal D))$$
@@ -650,9 +676,10 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
$\pi_B$R B $K^W$ $\mathcal C$
- 2 $\mapsto$ $[1,1]$ $1$
- 3 $\mapsto$ $[2,2]$ $1+0+0=1$
+ 2 $\mapsto$ $[1,1]$ $\mathcal C([1,1]) = 1$
+ 3 $\mapsto$ $[2,2]$ $\mathcal C([1,1])+\mathcal C([1,0])+\mathcal C([0,1])$
+ $=1+0+0=1$ $\neq C([2,2])$
@@ -662,11 +689,11 @@ Sampling (x10), 300, 242.5666234549135, 300, 119.61607021316885, 162.00108394436
We can Approximate
- Soundness
+ (C-) Soundness
$Q(\mathcal C(\mathcal D)) \leq \mathcal C(Q(\mathcal D))$
We can efficiently compute a conservative approximation of $\mathcal C$.
- (Conditional) Completeness
+ Completeness (for some queries)
$Q(\mathcal C(\mathcal D)) = \mathcal C(Q(\mathcal D))$ ...if $Q$ is safe
@@ -933,6 +960,11 @@ Tuple Bundles, 14.65919489, 300, 300
+
+
diff --git a/slides/talks/2018-1-Tour-Mimir/papers/heuristics.svg b/slides/talks/2018-1-Tour-Mimir/papers/heuristics.svg
index de84b080..df182c7a 100644
--- a/slides/talks/2018-1-Tour-Mimir/papers/heuristics.svg
+++ b/slides/talks/2018-1-Tour-Mimir/papers/heuristics.svg
@@ -57,6 +57,7 @@
+ In this talk I will discuss our recent work on establishing a foundational new role for database technology, in which managing data in accordance with ethical and moral norms, and legal and policy considerations becomes a core system requirement. I will define properties of responsible data management, which include fairness, transparency, and data protection. I will highlight some of our recent technical advances, and will discuss the over-all framework in which these responsibility properties are managed and enforced through all stages of the data lifecycle. The broader goal of our project is to help usher in a new phase of data science, in which the technology considers not only the accuracy of the model but also ensures that the data on which it depends respect the relevant laws, societal norms, and impacts on humans. Additional information about our project is available at DataResponsibly.com.
+ bio: |
+ Julia Stoyanovich is Assistant Professor of Computer Science at Drexel University, and an affiliated faculty at the Center for Information Technology Policy at Princeton. She is a recipient of an NSF CAREER award and of an NSF/CRA Computing Innovations Fellowship. Julia's research focuses on responsible data management and analysis practices: on operationalizing fairness, diversity, transparency, and data protection in all stages of the data acquisition and processing lifecycle. She established the Data, Responsibly consortium, serves on the ACM task force to revise the Code of Ethics and Professional Conduct, and is active in the New York City algorithmic transparency effort. In addition to data ethics, Julia works on management and analysis of preference data, and on querying large evolving graphs. She holds M.S. and Ph.D. degrees in Computer Science from Columbia University, and a B.S. in Computer Science and in Mathematics and Statistics from the University of Massachusetts at Amherst.
+ - when: March 8; Time TBD
+ what: Title TBD
+ who: Bill Howe (University of Washington)
+ where: Location TBD
+ details:
+ abstract: TBD
+ bio: TBD
+---
+
+Subscribe to cse-database-list for more details about the UBDB seminar.
diff --git a/src/seminar/index.erb b/src/seminar/index.erb
index 740b5d02..74c290f6 100644
--- a/src/seminar/index.erb
+++ b/src/seminar/index.erb
@@ -1,5 +1,5 @@
---
title: The UBDB Talk Series
-redirect: 2017sp.html
+redirect: 2018sp.html
---
Redirecting you here ...
\ No newline at end of file