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use crate::ops::prelude::*; pub use super::{InletId, Model, Node, OutletId}; pub trait ModelDsl { fn single_prec(&self, id: usize) -> TractResult<Option<&Node>>; fn single_prec_at(&self, id: usize, count: usize) -> TractResult<Option<&Node>>; fn single_succ(&self, id: usize) -> TractResult<Option<&Node>>; fn single_succ_at(&self, id: usize, count: usize) -> TractResult<Option<&Node>>; fn add_source<S: AsRef<str>>(&mut self, name: S) -> TractResult<usize>; fn add_source_fact<S: AsRef<str>>(&mut self, name: S, fact: TensorFact) -> TractResult<usize>; fn add_const<S: AsRef<str>>(&mut self, name: S, v: SharedTensor) -> TractResult<usize>; fn chain<S: AsRef<str>>(&mut self, name: S, op: Box<Op>) -> TractResult<usize>; fn tap_and_chain<S: AsRef<str>>( &mut self, tap: OutletId, name: S, op: Box<Op>, ) -> TractResult<usize>; fn replace_nodes( &mut self, node: usize, before: usize, after: usize, nodes: Vec<(String, Box<Op>)>, ) -> TractResult<()>; fn unlink_node(&mut self, node: usize) -> TractResult<()>; } impl ModelDsl for crate::model::Model { fn add_source<S: AsRef<str>>(&mut self, name: S) -> TractResult<usize> { self.add_source_fact(name, TensorFact::default()) } fn add_source_fact<S: AsRef<str>>(&mut self, name: S, fact: TensorFact) -> TractResult<usize> { let id = self.add_node( name.as_ref().to_owned(), Box::new(crate::ops::source::Source::new(fact.clone())), )?; self.set_fact(OutletId::new(id, 0), fact)?; Ok(id) } fn add_const<S: AsRef<str>>(&mut self, name: S, v: SharedTensor) -> TractResult<usize> { self.add_node( name.as_ref().to_owned(), Box::new(crate::ops::konst::Const::new(v)), ) } fn chain<S: AsRef<str>>(&mut self, name: S, op: Box<Op>) -> TractResult<usize> { let previous_id = self.nodes.len() - 1; self.tap_and_chain(OutletId::new(previous_id, 0), name, op) } fn single_prec(&self, id: usize) -> TractResult<Option<&Node>> { let node = &self.nodes[id]; if node.inputs.len() != 1 { return Ok(None); } let prec = &self.nodes[node.inputs[0].node]; if prec .outputs .iter() .map(|of| of.successors.len()) .sum::<usize>() != 1 { return Ok(None); } Ok(Some(prec)) } fn single_prec_at(&self, id: usize, count: usize) -> TractResult<Option<&Node>> { let mut node = self.node(id); for _ in 0..count { if let Some(next) = self.single_prec(node.id)? { node = next } else { return Ok(None); } } Ok(Some(node)) } fn single_succ_at(&self, id: usize, count: usize) -> TractResult<Option<&Node>> { let mut node = self.node(id); for _ in 0..count { if let Some(next) = self.single_succ(node.id)? { node = next } else { return Ok(None); } } Ok(Some(node)) } fn single_succ(&self, id: usize) -> TractResult<Option<&Node>> { let node = &self.nodes[id]; if node .outputs .iter() .map(|of| of.successors.len()) .sum::<usize>() != 1 { return Ok(None); } let succ = node.outputs[0].successors[0]; let succ = &self.nodes[succ.node]; if succ.inputs.len() != 1 { return Ok(None); } Ok(Some(succ)) } fn tap_and_chain<S: AsRef<str>>( &mut self, tap: OutletId, name: S, op: Box<Op>, ) -> TractResult<usize> { let id = self.add_node(name.as_ref().to_owned(), op.into())?; self.add_edge(tap, InletId::new(id, 0))?; Ok(id) } fn replace_nodes( &mut self, node: usize, before: usize, after: usize, nodes: Vec<(String, Box<Op>)>, ) -> TractResult<()> { let first_replaced = self .single_prec_at(node, before)? .ok_or("Failed to replace, geometry is not right")? .id; let mut tap = self.node(first_replaced).inputs[0]; for (name, op) in nodes.into_iter() { let id = self.tap_and_chain(tap, name, op)?; tap = OutletId::new(id, 0); } self.unlink_node(first_replaced)?; let successors: Vec<InletId> = self .single_succ_at(node, after)? .ok_or("Failed to replace, geometry is not right")? .outputs[0] .successors .clone(); for &succ in &successors { self.add_edge(tap, succ)?; } Ok(()) } fn unlink_node(&mut self, node: usize) -> TractResult<()> { let inputs = self.nodes[node].inputs.clone(); for (ix, &input) in inputs.iter().enumerate() { self.nodes[input.node].outputs[input.slot] .successors .retain(|&wire| wire != InletId::new(node, ix)); } Ok(()) } }