From 129a22cfcc7651daa4b11ed52e7870249f6373a5 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 16 Sep 2014 10:23:14 +0100 Subject: spring cleaning --- src/sparse_vector.hh | 186 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 186 insertions(+) create mode 100644 src/sparse_vector.hh (limited to 'src/sparse_vector.hh') diff --git a/src/sparse_vector.hh b/src/sparse_vector.hh new file mode 100644 index 0000000..7fff338 --- /dev/null +++ b/src/sparse_vector.hh @@ -0,0 +1,186 @@ +#pragma once + +#include +#include +#include +#include +#include + +#include "util.hh" +#include "types.hh" + +using namespace std; + + +namespace Sv { + +template +struct SparseVector { + unordered_map m_; + V zero = 0.f; + + SparseVector() {}; + + SparseVector(string& s) + { + from_s(this, s); + }; + + void + insert(K k, V v) { m_[k] = v; }; + + V + dot(SparseVector& other) + { + V r; + unordered_map* o = &m_; + auto b = m_.cbegin(); + auto e = m_.cend(); + if (other.size() < size()) { + b = other.m_.cbegin(); + e = other.m_.cend(); + o = &other.m_; + } + for (auto it = b; it != e; it++) + r += it->second * o->at(it->first); + + return r; + }; + + size_t + size() + { + return m_.size(); + } + + V& + operator[](const K& k) + { + return at(k); + }; + + const V& + at(const K& k) const + { + if (m_.find(k) == m_.end()) + return zero; + else + return m_.at(k); + } + + SparseVector + operator+(const SparseVector& other) const + { + SparseVector v; + v.m_.insert(m_.cbegin(), m_.cend()); + v.m_.insert(other.m_.cbegin(), other.m_.cend()); + for (const auto it: v.m_) + v.m_[it.first] = this->at(it.first) + other.at(it.first); + + return v; + }; + + SparseVector& + operator+=(const SparseVector& other) + { + for (const auto it: other.m_) + m_[it.first] += it.second; + + return *this; + }; + + SparseVector + operator-(const SparseVector& other) const + { + SparseVector v; + v.m_.insert(m_.cbegin(), m_.cend()); + v.m_.insert(other.m_.cbegin(), other.m_.cend()); + for (const auto it: v.m_) + v.m_[it.first] = this->at(it.first) - other.at(it.first); + + return v; + }; + + SparseVector& + operator-=(const SparseVector& other) + { + for (const auto it: other.m_) + m_[it.first] -= it.second; + + return *this; + }; + + SparseVector + operator*(V f) const + { + SparseVector v; + for (const auto it: m_) + v.m_[it.first] = this->at(it.first) * f; + + return v; + }; + + SparseVector& + operator*=(V f) + { + for (const auto it: m_) + m_[it.first] *= f; + + return *this; + }; + + static void + from_s(SparseVector* w, const string& s) + { + stringstream ss(s); + while (!ss.eof()) { + string t; + ss >> t; + size_t eq = t.find_first_of("="); + if (eq == string::npos) { + return; + } + t.replace(eq, 1, " "); + stringstream tt(t); + K k; V v; + tt >> k >> v; + w->m_.emplace(k.substr(k.find_first_of("\"")+1, k.find_last_of("\"")-1), v); + } + } + + ostream& + repr(ostream& os) const + { + os << "SparseVector<{"; + for (auto it = m_.cbegin(); it != m_.cend(); it++) { + os << "'" << it->first << "'=" << it->second; + if (next(it) != m_.end()) + os << ", "; + } + os << "}>"; + + return os; + }; + + ostream& + escaped(ostream& os, bool quote_keys=false) const { + for (auto it = m_.cbegin(); it != m_.cend(); it++) { + if (quote_keys) os << '"'; + os << util::json_escape(it->first); + if (quote_keys) os << '"'; + os << "=" << it->second; + if (next(it) != m_.cend()) os << " "; + } + + return os; + }; + + friend ostream& + operator<<(ostream& os, const SparseVector& v) + { + return v.repr(os); + } +}; + +} // namespace + -- cgit v1.2.3