Better error hanlding when parsing, added medical system

fixed grammar
This commit is contained in:
elvis
2025-08-20 19:51:03 +02:00
parent d4ade0d921
commit c58597389d
6 changed files with 432 additions and 45 deletions

View File

@ -8,10 +8,10 @@ lalrpop = "0.22"
[dependencies]
rand = { version = "*" }
colored = { version = "*" }
regex = { version = "1", features = ["unicode-bool"] }
lalrpop-util = { version = "*", features = ["lexer", "unicode"] }
petgraph = { version = "*", features = ["serde-1"] }
# TODO remove git and use crates.io version when updated
petgraph-graphml = { version = "5" }
serde = { version = "1", features = ["derive", "rc"] }
serde_cbor_2 = { version = "*" }

View File

@ -2,7 +2,7 @@ fn main() {
let now = std::time::Instant::now();
use reactionsystems::rsprocess::presets;
match presets::run("testing/first.system".into()) {
match presets::run("testing/medical.system".into()) {
Ok(()) => {},
Err(e) => {println!("{e}")}
}

View File

@ -112,8 +112,8 @@ impl RSassert<EdgeRelablerInput> {
AssertionTypes::Context =>
Ok(()),
AssertionTypes::NoType =>
Err(format!("No return type, at least one return statement \
required.")),
Err("No return type, at least one return statement \
required.".into()),
AssertionTypes::RangeInteger |
AssertionTypes::RangeSet |
AssertionTypes::RangeNeighbours =>
@ -228,8 +228,8 @@ impl RSassert<NodeRelablerInput> {
AssertionTypes::Context =>
Ok(()),
AssertionTypes::NoType =>
Err(format!("No return type, at least one return statement \
required.")),
Err("No return type, at least one return statement \
required.".into()),
AssertionTypes::RangeInteger |
AssertionTypes::RangeSet |
AssertionTypes::RangeNeighbours =>

View File

@ -50,9 +50,10 @@ match {
"EntitiesAdded", "MaskEntitiesAdded",
"UncommonEntitiesAdded", "UncommonMaskEntitiesAdded",
"label", "edge", "if", "then", "else", "let", "=", "return", "for", "in",
"not", "rand", ".empty", ".length", ".tostr", ".source", ".target",
"not", "rand", "empty", "length", "tostr", "source", "target",
"&&", "||", "^^", "<=", ">=", "==", "!=", "+", "*", "/", "%",
"::", "substr", "min", "max", "commonsubstr",
"::",
"substr", "min", "max", "commonsubstr",
"SystemEntities", "SystemContext",
"AvailableEntities", "AllReactants", "AllInhibitors",
"relabel",
@ -67,10 +68,90 @@ match {
_
}
// matches words (letter followed by numbers, letters or _)
Literal: String = {
WORD => <>.to_string()
WORD => <>.into(),
};
LiteralProcess: String = {
Literal => <>,
"true" => <>.into(),
"false" => <>.into(),
"Environment" => <>.into(),
"Initial" => <>.into(),
"Context" => <>.into(),
"Reactions" => <>.into(),
"Weights" => <>.into(),
"Sets" => <>.into(),
"Print" => <>.into(),
"Save" => <>.into(),
"Dot" => <>.into(),
"GraphML" => <>.into(),
"Serialize" => <>.into(),
"Stats" => <>.into(),
"Target" => <>.into(),
"Run" => <>.into(),
"Loop" => <>.into(),
"Frequency" => <>.into(),
"LimitFrequency" => <>.into(),
"FastFrequency" => <>.into(),
"Digraph" => <>.into(),
"Bisimilarity" => <>.into(),
"Deserialize" => <>.into(),
"Hide" => <>.into(),
"Entities" => <>.into(),
"MaskEntities" => <>.into(),
"UncommonEntities" => <>.into(),
"UncommonMaskEntities" => <>.into(),
"MaskContext" => <>.into(),
"UncommonContext" => <>.into(),
"UncommonMaskContext" => <>.into(),
"Products" => <>.into(),
"MaskProducts" => <>.into(),
"UncommonProducts" => <>.into(),
"UncommonMaskProducts" => <>.into(),
"Union" => <>.into(),
"MaskUnion" => <>.into(),
"UncommonUnion" => <>.into(),
"UncommonMaskUnion" => <>.into(),
"Difference" => <>.into(),
"MaskDifference" => <>.into(),
"UncommonDifference" => <>.into(),
"UncommonMaskDifference" => <>.into(),
"EntitiesDeleted" => <>.into(),
"MaskEntitiesDeleted" => <>.into(),
"UncommonEntitiesDeleted" => <>.into(),
"UncommonMaskEntitiesDeleted" => <>.into(),
"EntitiesAdded" => <>.into(),
"MaskEntitiesAdded" => <>.into(),
"UncommonEntitiesAdded" => <>.into(),
"UncommonMaskEntitiesAdded" => <>.into(),
"label" => <>.into(),
"edge" => <>.into(),
"if" => <>.into(),
"then" => <>.into(),
"else" => <>.into(),
"let" => <>.into(),
"return" => <>.into(),
"for" => <>.into(),
"in" => <>.into(),
"not" => <>.into(),
"rand" => <>.into(),
"empty" => <>.into(),
"length" => <>.into(),
"tostr" => <>.into(),
"source" => <>.into(),
"target" => <>.into(),
"substr" => <>.into(),
"min" => <>.into(),
"max" => <>.into(),
"commonsubstr" => <>.into(),
"SystemEntities" => <>.into(),
"SystemContext" => <>.into(),
"AvailableEntities" => <>.into(),
"AllReactants" => <>.into(),
"AllInhibitors" => <>.into(),
"relabel" => <>.into(),
};
// all numbers are i64
@ -124,7 +205,10 @@ pub Reactions: Vec<RSreaction> = {
}
Reaction: RSreaction = {
#[precedence(level="1")]
"[" <r: Set> "," <i: Set> "," <p: Set> "]" => RSreaction::from(r, i, p),
#[precedence(level="0")]
"[" "r:" <r: Set> "," "i:" <i: Set> "," "p:" <p: Set> "]" =>
RSreaction::from(r, i, p),
}
@ -145,18 +229,26 @@ Boxed_CTX_process: Rc<RSprocess> = {
CTX_process: RSprocess = {
"nill" => RSprocess::Nill,
<c: Set_of_entities> "." <k: CTX_process> =>
RSprocess::EntitySet{ entities: c, next_process: Rc::new(k) },
"(" <k: CTX_process> ")" => k,
"(" <k: Separated<CTX_process, "+">> ")" =>
RSprocess::Summation{
children: k.into_iter().map(Rc::new).collect::<Vec<_>>()
},
"<" <n: Num> <k1: CTX_process> ">" "." <k: CTX_process> =>
"?" <r: Reaction> "?" "." <k: CTX_process> =>
RSprocess::Guarded{ reaction: r, next_process: Rc::new(k) },
"<" <n: Num> "," <k1: CTX_process> ">" "." <k: CTX_process> =>
RSprocess::WaitEntity{ repeat: n,
repeated_process: Rc::new(k1),
next_process: Rc::new(k) },
<identifier: Literal> =>
<identifier: LiteralProcess> =>
RSprocess::RecursiveIdentifier{
identifier: translator.encode(identifier)
}
@ -172,7 +264,7 @@ pub Environment: Box<RSenvironment> = {
};
Env_term: (IdType, RSprocess) = {
<identifier: Literal> "=" <k: CTX_process> =>
<identifier: LiteralProcess> "=" <k: CTX_process> =>
(translator.encode(identifier), k)
};
@ -192,61 +284,78 @@ AssertTree: rsassert::Tree = {
}
AssertTree2: rsassert::Tree = {
#[precedence(level="1")]
"if" <e: AssertExpression>
"then" "{" <t: AssertTree> "}" =>
rsassert::Tree::If(Box::new(e), Box::new(t)),
#[precedence(level="0")]
"if" <e: AssertExpression>
"then" "{" <t1: AssertTree> "}"
"else" "{" <t2: AssertTree> "}" =>
rsassert::Tree::IfElse(Box::new(e), Box::new(t1), Box::new(t2)),
#[precedence(level="2")]
"let" <v: AssertVariable> <q: AssertQualifier?> "=" <e: AssertExpression> =>
rsassert::Tree::Assignment(v, q, Box::new(e)),
#[precedence(level="3")]
"return" <e: AssertExpression> =>
rsassert::Tree::Return(Box::new(e)),
#[precedence(level="4")]
"for" <v: AssertVariable> "in" <r: AssertRange> "{" <t: AssertTree> "}" =>
rsassert::Tree::For(v, r, Box::new(t)),
}
AssertVariable: rsassert::Variable = {
#[precedence(level="0")]
"label" => rsassert::Variable::Special(rsassert::Special::Label),
#[precedence(level="1")]
"edge" => rsassert::Variable::Special(rsassert::Special::Edge),
#[precedence(level="2")]
<v: Literal> => rsassert::Variable::Id(v),
}
AssertExpression: rsassert::Expression = {
// Unary
#[precedence(level="0")]
<unp: AssertUnaryPrefix> <e: AssertExpression> =>
rsassert::Expression::Unary(unp, Box::new(e)),
"(" <e: AssertExpression> ")" <uns: AssertUnarySuffix> =>
#[precedence(level="2")]
<e: AssertExpression> <uns: AssertUnarySuffix> =>
rsassert::Expression::Unary(uns, Box::new(e)),
// binary
"(" <e1: AssertExpression> <b: AssertBinary> <e2: AssertExpression> ")" =>
#[precedence(level="3")] #[assoc(side="left")]
<e1: AssertExpression> <b: AssertBinary> <e2: AssertExpression> =>
rsassert::Expression::Binary(b, Box::new(e1), Box::new(e2)),
#[precedence(level="1")]
<b: AssertBinaryPrefix>
"(" <e1: AssertExpression> "," <e2: AssertExpression> ")" =>
rsassert::Expression::Binary(b, Box::new(e1), Box::new(e2)),
#[precedence(level="4")]
"(" <e: AssertExpression> ")" => e,
"true" => rsassert::Expression::True,
"false" => rsassert::Expression::False,
#[precedence(level="5")]
<v: AssertVariable> => rsassert::Expression::Var(v),
// If changing IntegerType in assert.rs, also change from Num to another
// similar parser with different return type
#[precedence(level="6")]
<i: Num> => rsassert::Expression::Integer(i),
#[precedence(level="7")]
<lab: AssertLabel> => rsassert::Expression::Label(Box::new(lab)),
<set: Set_of_entities> => rsassert::Expression::Set(set),
"'" <el: Literal> "'" => rsassert::Expression::Element(translator.encode(el)),
// strings
#[precedence(level="8")]
PATH => rsassert::Expression::String(<>.trim_end_matches("\"")
.trim_start_matches("\"")
.to_string()),
@ -264,11 +373,13 @@ AssertUnaryPrefix: rsassert::Unary = {
}
AssertUnarySuffix: rsassert::Unary = {
".empty" => rsassert::Unary::Empty,
".length" => rsassert::Unary::Length,
".tostr" => rsassert::Unary::ToStr,
".toel" => rsassert::Unary::ToEl,
#[precedence(level="0")]
"." "empty" => rsassert::Unary::Empty,
"." "length" => rsassert::Unary::Length,
"." "tostr" => rsassert::Unary::ToStr,
"." "toel" => rsassert::Unary::ToEl,
#[precedence(level="1")]
"." <q: AssertQualifier> => rsassert::Unary::Qualifier(q),
}
@ -377,7 +488,6 @@ AssertLabel: RSlabel = {
// system
// a system is an environment, a set of entities as initial state, a context and
// a set of reaction rules.
pub System: RSsystem = {
"Environment" ":" <delta: Environment>
"Initial Entities" ":" <available_entities: Set>
@ -392,7 +502,6 @@ pub System: RSsystem = {
// experiment
// an experiment is composed by a sequence of weights and a sequence of sets of
// entities of equal length.
pub Experiment: (Vec<u32>, Vec<RSset>) = {
"Weights" ":" <w: Separated_Or<Num, ",">>
"Sets" ":" <s: Separated_Or<Set_of_entities, ",">>
@ -749,14 +858,17 @@ Instruction: presets::Instruction = {
}
pub Run: presets::Instructions = {
#[precedence(level="0")]
<sys: System> <instr: Separated_Or<Instruction, ",">> =>
Instructions { system: presets::System::RSsystem { sys },
instructions: instr },
#[precedence(level="1")]
<sys: System> =>
Instructions { system: presets::System::RSsystem { sys },
instructions: vec![] },
#[precedence(level="2")]
"Deserialize" "(" <path: Path> ")"
<instr: Separated_Or<Instruction, ",">> =>
Instructions { system: presets::System::Deserialize { path },

View File

@ -187,48 +187,98 @@ where
}
fn reformat_error<T, S>(
e: ParseError<usize, T, &'static str>
e: ParseError<usize, T, &'static str>,
input_str: &str,
) -> Result<S, String>
where
T: Display,
{
match e {
ParseError::ExtraToken { token: (l, t, r) } => Err(format!(
ParseError::ExtraToken { token: (l, t, r) } => {
Err(format!(
"Unexpected token \"{t}\" \
between positions {l} and {r}."
)),
))
},
ParseError::UnrecognizedEof {
location: _,
expected: _,
} => Err("End of file encountered while parsing.".into()),
} => {
Err("End of file encountered while parsing.".into())
},
ParseError::InvalidToken { location } => {
Err(format!("Invalid token at position {location}."))
}
ParseError::UnrecognizedToken {
token: (l, t, r),
expected,
expected: _,
} => {
use colored::Colorize;
let mut err = format!(
"Unrecognized token \"{t}\" \
between positions {l} and {r}."
"Unrecognized token {}{}{} \
between positions {l} and {r}. ",
"\"".red(),
t.to_string().red(),
"\"".red(),
);
// Temporary debug.
err.push_str("Expected: ");
let mut it = expected.iter().peekable();
while let Some(s) = it.next() {
err.push('(');
err.push_str(s);
err.push(')');
if it.peek().is_some() {
err.push(',');
err.push(' ');
// // Temporary debug.
// err.push_str("Expected: ");
// let mut it = expected.iter().peekable();
// while let Some(s) = it.next() {
// err.push('(');
// err.push_str(&format!("{}", s.green()));
// err.push(')');
// if it.peek().is_some() {
// err.push(',');
// err.push(' ');
// }
// }
let right_new_line =
input_str[l..]
.find("\n")
.map(|pos| pos + l)
.unwrap_or(input_str.len());
let left_new_line =
input_str[..r].rfind("\n")
.map(|pos| pos + 1)
.unwrap_or_default();
let line_number =
input_str[..l].match_indices('\n').count() + 1;
let pre_no_color = format!("{line_number} |");
let pre = format!("{}", pre_no_color.blue());
let line_pos_l = l - left_new_line;
let line_pos_r = r - left_new_line;
err.push_str(
&format!(".\nLine {} position {} to {}:\n{}{}{}{}",
line_number,
line_pos_l,
line_pos_r,
&pre,
&input_str[left_new_line..l].green(),
&input_str[l..r].red(),
&input_str[r..right_new_line],
)
);
err.push('\n');
err.push_str(&" ".repeat(pre_no_color.len()-1));
err.push_str(&format!("{}", "|".blue()));
err.push_str(&" ".repeat(l - left_new_line));
err.push_str(&format!("{}", &"".red()));
if r - l > 2 {
err.push_str(&" ".repeat(r - l - 2));
err.push_str(&format!("{}", &"".red()));
}
}
Err(err)
},
ParseError::User { error } => Err(error.to_string()),
ParseError::User { error } => {
Err(error.to_string())
},
}
}
@ -238,7 +288,7 @@ fn parser_experiment(
) -> Result<(Vec<u32>, Vec<RSset>), String> {
match grammar::ExperimentParser::new().parse(translator, &contents) {
Ok(sys) => Ok(sys),
Err(e) => reformat_error(e),
Err(e) => reformat_error(e, &contents),
}
}
@ -248,7 +298,7 @@ fn parser_instructions(
) -> Result<Instructions, String> {
match grammar::RunParser::new().parse(translator, &contents) {
Ok(sys) => Ok(sys),
Err(e) => reformat_error(e),
Err(e) => reformat_error(e, &contents),
}
}

225
testing/medical.system Normal file
View File

@ -0,0 +1,225 @@
Environment: [
eafib1 = (?[{},{afib},{}]?.eafib1 + ?[{afib},{},{}]?.ehr),
ehr = (?[{},{heart_rate},{}]?.ehr + ?[{heart_rate},{},{}]?.ebb),
ebb = ({}.ebb + e_cbb + e_nsbb + e_sbb),
e_cbb = (?[{},{verapamil},{get_diltiazem}]?.empty
+ ?[{},{diltiazem},{get_verapamil}]?.empty),
e_nsbb = (?[{},{carvedilol},{get_propranolol}]?.empty
+ ?[{},{propranolol},{get_carvedilol}]?.empty),
e_sbb = (?[{},{atenolol},{get_bisoprolol}]?.empty
+ ?[{},{bisoprolol},{get_atenolol}]?.empty),
eafib2 = (?[{},{afib},{}]?.eafib2 + ?[{afib},{},{}]?.ehf),
ehf = (?[{},{has_fib},{}]?.ehf + ?[{has_fib},{},{}]?.eflec),
eflec = ({}.eflec + e_flec),
e_flec = {get_flecainide}.empty,
eafib3 = (?[{},{afib},{}]?.eafib3 + ?[{afib},{},{}]?.econs),
econs = (?[{},{heart_rate,has_fib},{}]?.econs
+ ?[{},{consensus_acei},{}]?.econs
+ ?[{consensus_acei,heart_rate},{},{}]?.estroke
+ ?[{consensus_acei,has_fib},{},{}]?.estroke),
estroke = (?[{},{diseases,over75},{}]?.ewarf
+ ?[{over75},{doac_fail,doac_int},{}]?.edoac
+ ?[{diseases},{doac_fail,doac_int},{}]?.edoac
+ ?[{over75,doac_fail},{},{}]?.evkant
+ ?[{over75,doac_int},{},{}]?.evkant
+ ?[{diseases,doac_fail},{},{}]?.evkant
+ ?[{diseases,doac_int},{},{}]?.evkant),
ewarf = ({}.ewarf + e_warf),
e_warf = {get_warfarin}.empty,
edoac = ({}.edoac + e_doac),
e_doac = (?[{},{dabigatran},{get_apixaban}]?.e_doacfail
+ ?[{},{apixaban},{get_dabigatran}]?.e_doacfail),
e_doacfail = (?[{doac_fail},{},{stop_doac}]?.evkant
+ ?[{},{doac_fail},{}]?.e_doacfail),
evkant = ({}.evkant + e_vkant),
e_vkant = {get_vkant}.empty,
ghyper = (?[{},{hyper},{}]?.ghyper + ?[{hyper},{},{}]?.g1),
g1 = (?[{diabete},{},{}]?.g2
+ ?[{below55},{diabete,origin},{}]?.g2
+ ?[{},{below55,diabete},{}]?.g3
+ ?[{origin},{diabete},{}]?.g3),
g2 = ({}.g2 + <1,e_acei>.g4 + <1,e_arb>.g5),
g3 = ({}.g3 + <1,e_cbb>.g6),
g4 = ({}.g4 + <1,e_cbb>.g7 + <1,e_td>.g8),
g5 = ({}.g5 + <1,e_cbb>.g9 + <1,e_td>.g10),
g6 = ({}.g6 + <1,e_acei>.g7 + <1,e_arb>.g9 + <1,e_td>.g11),
g7 = ({}.g7 + <1,e_arb>.etd + <1,e_td>.earb),
g8 = ({}.g8 + <1,e_arb>.ecbb + <1,e_cbb>.earb),
g9 = ({}.g9 + <1,e_acei>.etd + <1,e_td>.eacei),
g10 = ({}.g10 + <1,e_acei>.ecbb + <1,e_cbb>.eacei),
g11 = ({}.g11 + <1,e_acei>.earb + <1,e_arb>.eacei),
ecbb = ({}.ecbb + e_cbb),
eacei = ({}.eacei + e_acei),
e_acei = (?[{},{captopril},{get_benazepril}]?.empty
+ ?[{},{benazepril},{get_captopril}]?.empty),
earb = ({}.earb + e_arb),
e_arb = (?[{},{irbesartan},{get_olmesortan}]?.empty
+ ?[{},{olmesortan},{get_irbesartan}]?.empty),
etd = ({}.etd + e_td),
e_td = (?[{},{chlorothiazide},{get_indapamide}]?.empty
+ ?[{},{indapamide},{get_chlorothiazide}]?.empty),
k_doac = (?[{doac_test},{},{doac_ok}]?.empty
+ ?[{doac_test},{},{doac_fail}]?.empty
+ ?[{},{doac_test},{}]?.k_doac),
empty = {}.empty,
kafib = {afib}.empty,
khf = {has_fib}.empty,
khr = {heart_rate}.empty,
kcons = {consensus_acei}.empty,
kageA = {over75}.empty,
kageB = {below55}.empty,
kdiabete = {diabete}.empty,
kdoacint = {doac_int}.empty,
khyper = {hyper}.empty,
korigin = {origin}.empty
]
Initial Entities: {}
Context: [
eafib1,
eafib2,
eafib3,
ghyper,
kafib,
khf,
empty,
empty,
empty,
empty,
empty,
empty,
khyper,
empty,
k_doac
]
Reactions: (
[{hyper}, {}, {hyper}];
[{afib}, {}, {afib}];
[{has_fib}, {}, {has_fib}];
[{heart_rate}, {}, {heart_rate}];
[{consensus_acei}, {}, {consensus_acei}];
[{over75}, {}, {over75}];
[{below55}, {}, {below55}];
[{diabete}, {}, {diabete}];
[{origin}, {}, {origin}];
[{doac_int}, {}, {doac_int}];
[{doac}, {doac_ok,doac_fail}, {doac_test}];
[{doac_ok}, {doac_fail}, {doac_ok}];
[{doac_fail}, {doac_ok}, {doac_fail}];
[{hyper}, {}, {diseases}];
[{diabete}, {}, {diseases}];
[{get_diltiazem}, {stop_cbb}, {diltiazem,cbb}];
[{diltiazem}, {stop_cbb}, {diltiazem,cbb}];
[{get_verapamil}, {stop_cbb}, {verapamil,cbb}];
[{verapamil}, {stop_cbb}, {verapamil,cbb}];
[{diltiazem,verapamil}, {stop_cbb}, {alert_dup}];
[{get_propranolol}, {stop_nsbb}, {propranolol,nsbb}];
[{propranolol}, {stop_nsbb}, {propranolol,nsbb}];
[{get_carvedilol}, {stop_nsbb}, {carvedilol,nsbb}];
[{carvedilol}, {stop_nsbb}, {carvedilol,nsbb}];
[{propranolol,carvedilol}, {stop_nsbb}, {alert_dup}];
[{get_bisoprolol}, {stop_sbb}, {bisoprolol,sbb}];
[{bisoprolol}, {stop_sbb}, {bisoprolol,sbb}];
[{get_atenolol}, {stop_sbb}, {atenolol,sbb}];
[{atenolol}, {stop_sbb}, {atenolol,sbb}];
[{bisoprolol,atenolol}, {stop_sbb}, {alert_dup}];
[{get_flecainide}, {stop_flec}, {flecainide}];
[{flecainide}, {stop_flec}, {flecainide}];
[{get_warfarin}, {stop_warf}, {warfarin}];
[{warfarin}, {stop_warf}, {warfarin}];
[{get_apixaban}, {stop_doac}, {apixaban,doac}];
[{apixaban}, {stop_doac}, {apixaban,doac}];
[{get_dabigatran}, {stop_doac}, {dabigatran,doac}];
[{dabigatran}, {stop_doac}, {dabigatran,doac}];
[{apixaban,dabigatran}, {stop_doac}, {alert_dup}];
[{get_vkant}, {stop_vkant}, {vkant}];
[{vkant}, {stop_vkant}, {vkant}];
[{get_benazepril}, {stop_acei}, {benazepril,acei}];
[{benazepril}, {stop_acei}, {benazepril,acei}];
[{get_captopril}, {stop_acei}, {captopril,acei}];
[{captopril}, {stop_acei}, {captopril,acei}];
[{benazepril,captopril}, {stop_acei}, {alert_dup}];
[{get_olmesortan}, {stop_arb}, {olmesortan,arb}];
[{olmesortan}, {stop_arb}, {olmesortan,arb}];
[{get_irbesartan}, {stop_arb}, {irbesartan,arb}];
[{irbesartan}, {stop_arb}, {irbesartan,arb}];
[{olmesortan,irbesartan}, {stop_arb}, {alert_dup}];
[{get_indapamide}, {stop_td}, {indapamide,td}];
[{indapamide}, {stop_td}, {indapamide,td}];
[{get_chlorothiazide}, {stop_td}, {chlorothiazide,td}];
[{chlorothiazide}, {stop_td}, {chlorothiazide,td}];
[{indapamide,chlorothiazide}, {stop_td}, {alert_dup}];
[{doac,doac_fail}, {stop_doac}, {doac_danger}];
[{doac,doac_danger}, {stop_doac}, {danger}];
[{get_apixaban,get_diltiazem}, {}, {moderate}];
[{get_apixaban,diltiazem}, {}, {moderate}];
[{apixaban,get_diltiazem}, {}, {moderate}];
[{apixaban,diltiazem}, {}, {moderate}];
[{get_apixaban,get_verapamil}, {}, {moderate}];
[{get_apixaban,verapamil}, {}, {moderate}];
[{apixaban,get_verapamil}, {}, {moderate}];
[{apixaban,verapamil}, {}, {moderate}];
[{get_dabigatran,get_diltiazem}, {}, {moderate}];
[{get_dabigatran,diltiazem}, {}, {moderate}];
[{dabigatran,get_diltiazem}, {}, {moderate}];
[{dabigatran,diltiazem}, {}, {moderate}];
[{get_dabigatran,get_verapamil}, {}, {major}];
[{get_dabigatran,verapamil}, {}, {major}];
[{dabigatran,get_verapamil}, {}, {major}];
[{dabigatran,verapamil}, {}, {major}];
[{get_dabigatran,get_carvedilol}, {}, {moderate}];
[{get_dabigatran,carvedilol}, {}, {moderate}];
[{dabigatran,get_carvedilol}, {}, {moderate}];
[{dabigatran,carvedilol}, {}, {moderate}];
[{get_warfarin,get_benazepril}, {}, {minor}];
[{get_warfarin,benazepril}, {}, {minor}];
[{warfarin,get_benazepril}, {}, {minor}];
[{warfarin,benazepril}, {}, {minor}];
[{get_warfarin,get_indapamide}, {}, {minor}];
[{get_warfarin,indapamide}, {}, {minor}];
[{warfarin,get_indapamide}, {}, {minor}];
[{warfarin,indapamide}, {}, {minor}];
[{get_warfarin,get_chlorothiazide}, {}, {minor}];
[{get_warfarin,chlorothiazide}, {}, {minor}];
[{warfarin,get_chlorothiazide}, {}, {minor}];
[{warfarin,chlorothiazide}, {}, {minor}];
[{get_warfarin,get_propranolol}, {}, {minor}];
[{get_warfarin,propranolol}, {}, {minor}];
[{warfarin,get_propranolol}, {}, {minor}];
[{warfarin,propranolol}, {}, {minor}];
[{get_flecainide,get_diltiazem}, {}, {major}];
[{get_flecainide,diltiazem}, {}, {major}];
[{flecainide,get_diltiazem}, {}, {major}];
[{flecainide,diltiazem}, {}, {major}];
[{get_flecainide,get_verapamil}, {}, {major}];
[{get_flecainide,verapamil}, {}, {major}];
[{flecainide,get_verapamil}, {}, {major}];
[{flecainide,verapamil}, {}, {major}];
[{get_flecainide,get_bisoprolol}, {}, {moderate}];
[{get_flecainide,bisoprolol}, {}, {moderate}];
[{flecainide,get_bisoprolol}, {}, {moderate}];
[{flecainide,bisoprolol}, {}, {moderate}];
[{get_flecainide,get_atenolol}, {}, {moderate}];
[{get_flecainide,atenolol}, {}, {moderate}];
[{flecainide,get_atenolol}, {}, {moderate}];
[{flecainide,atenolol}, {}, {moderate}];
[{get_flecainide,get_propranolol}, {}, {moderate}];
[{get_flecainide,propranolol}, {}, {moderate}];
[{flecainide,get_propranolol}, {}, {moderate}];
[{flecainide,propranolol}, {}, {moderate}];
[{get_flecainide,get_carvedilol}, {}, {moderate}];
[{get_flecainide,carvedilol}, {}, {moderate}];
[{flecainide,get_carvedilol}, {}, {moderate}];
[{flecainide,carvedilol}, {}, {moderate}];
[{major}, {}, {major}];
[{moderate}, {}, {moderate}];
[{minor}, {}, {minor}];
[{alert_dup}, {}, {alert_dup}];
[{danger},{},{danger}]
)
Digraph > Dot
| Hide
| Hide
| ! "white"
| ! "black"
> Save("out.dot")